3_Disposition_Prediction_Fastai_2_Full_Table.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Disposition Prediction - Fastai Machine Learning - 2 - Full Table\n",
    "\n",
    "Question: Is it possible to build a machine learning model to predict KOI disposition and use more data fields to improve upon previous 83% accuracy?\n",
    "\n",
    "Answer: Using the full dataset, was able to increase from 83.3% -> 89.6% accuracy "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Python imports and settings\n",
    "import numpy  as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import scipy.stats\n",
    "import re\n",
    "from pydash import py_ as _\n",
    "from sklearn.preprocessing import OneHotEncoder\n",
    "\n",
    "from src.dataset_koi import koi, koi_columns, koi_column_types\n",
    "from src.utilities import onehot_encode_comments\n",
    "\n",
    "# https://stackoverflow.com/questions/11707586/how-do-i-expand-the-output-display-to-see-more-columns-of-a-pandas-dataframe\n",
    "pd.set_option('display.max_columns', None)  \n",
    "pd.set_option('display.expand_frame_repr', False)\n",
    "pd.set_option('max_colwidth', -1)\n",
    "pd.set_option('display.max_rows', 8)  # 8 is required for .describe()\n",
    "\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "import fastai\n",
    "from fastai.basic_data import DatasetType\n",
    "from fastai.tabular.data import TabularDataBunch, TabularList\n",
    "from fastai.tabular.transform import FillMissing, Categorify, Normalize\n",
    "from fastai.tabular.learner import tabular_learner\n",
    "from fastai.metrics import accuracy, r2_score, root_mean_squared_error, mean_squared_logarithmic_error\n",
    "from fastai.data_block import FloatList"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>kepler_name</th>\n",
       "      <th>koi_disposition</th>\n",
       "      <th>koi_pdisposition</th>\n",
       "      <th>koi_score</th>\n",
       "      <th>koi_fpflag_nt</th>\n",
       "      <th>koi_fpflag_ss</th>\n",
       "      <th>koi_fpflag_co</th>\n",
       "      <th>koi_fpflag_ec</th>\n",
       "      <th>koi_comment</th>\n",
       "      <th>koi_period</th>\n",
       "      <th>koi_time0bk</th>\n",
       "      <th>koi_time0</th>\n",
       "      <th>koi_impact</th>\n",
       "      <th>koi_duration</th>\n",
       "      <th>koi_depth</th>\n",
       "      <th>koi_ror</th>\n",
       "      <th>koi_srho</th>\n",
       "      <th>koi_fittype</th>\n",
       "      <th>koi_prad</th>\n",
       "      <th>koi_sma</th>\n",
       "      <th>koi_incl</th>\n",
       "      <th>koi_teq</th>\n",
       "      <th>koi_insol</th>\n",
       "      <th>koi_dor</th>\n",
       "      <th>koi_ldm_coeff1</th>\n",
       "      <th>koi_ldm_coeff2</th>\n",
       "      <th>koi_max_sngle_ev</th>\n",
       "      <th>koi_max_mult_ev</th>\n",
       "      <th>koi_model_snr</th>\n",
       "      <th>koi_count</th>\n",
       "      <th>koi_num_transits</th>\n",
       "      <th>koi_tce_plnt_num</th>\n",
       "      <th>koi_tce_delivname</th>\n",
       "      <th>koi_quarters</th>\n",
       "      <th>koi_steff</th>\n",
       "      <th>koi_slogg</th>\n",
       "      <th>koi_smet</th>\n",
       "      <th>koi_srad</th>\n",
       "      <th>koi_smass</th>\n",
       "      <th>koi_sparprov</th>\n",
       "      <th>ra</th>\n",
       "      <th>dec</th>\n",
       "      <th>koi_kepmag</th>\n",
       "      <th>koi_gmag</th>\n",
       "      <th>koi_rmag</th>\n",
       "      <th>koi_imag</th>\n",
       "      <th>koi_zmag</th>\n",
       "      <th>koi_jmag</th>\n",
       "      <th>koi_hmag</th>\n",
       "      <th>koi_kmag</th>\n",
       "      <th>koi_fwm_sra</th>\n",
       "      <th>koi_fwm_sdec</th>\n",
       "      <th>koi_fwm_srao</th>\n",
       "      <th>koi_fwm_sdeco</th>\n",
       "      <th>koi_fwm_prao</th>\n",
       "      <th>koi_fwm_pdeco</th>\n",
       "      <th>koi_fwm_stat_sig</th>\n",
       "      <th>koi_dicco_mra</th>\n",
       "      <th>koi_dicco_mdec</th>\n",
       "      <th>koi_dicco_msky</th>\n",
       "      <th>koi_dikco_mra</th>\n",
       "      <th>koi_dikco_mdec</th>\n",
       "      <th>koi_dikco_msky</th>\n",
       "      <th>koi_comment_ALL_TRANS_CHASES</th>\n",
       "      <th>koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL</th>\n",
       "      <th>koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_CENTROID_SIGNIF_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_CROWDED</th>\n",
       "      <th>koi_comment_CENT_FEW_DIFFS</th>\n",
       "      <th>koi_comment_CENT_FEW_MEAS</th>\n",
       "      <th>koi_comment_CENT_KIC_POS</th>\n",
       "      <th>koi_comment_CENT_NOFITS</th>\n",
       "      <th>koi_comment_CENT_RESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CENT_SATURATED</th>\n",
       "      <th>koi_comment_CENT_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_UNRESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CLEAR_APO</th>\n",
       "      <th>koi_comment_CROWDED_DIFF</th>\n",
       "      <th>koi_comment_DEEP_V_SHAPED</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_EPHEM_MATCH</th>\n",
       "      <th>koi_comment_EYEBALL</th>\n",
       "      <th>koi_comment_FIT_FAILED</th>\n",
       "      <th>koi_comment_HALO_GHOST</th>\n",
       "      <th>koi_comment_HAS_SEC_TCE</th>\n",
       "      <th>koi_comment_INCONSISTENT_TRANS</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_ZUMA</th>\n",
       "      <th>koi_comment_INVERT_DIFF</th>\n",
       "      <th>koi_comment_IS_SEC_TCE</th>\n",
       "      <th>koi_comment_KIC_OFFSET</th>\n",
       "      <th>koi_comment_LPP_ALT</th>\n",
       "      <th>koi_comment_LPP_ALT_TOO_HIGH</th>\n",
       "      <th>koi_comment_LPP_DV</th>\n",
       "      <th>koi_comment_LPP_DV_TOO_HIGH</th>\n",
       "      <th>koi_comment_MARSHALL_FAIL</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_ALT</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_DV</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_MOD_POS_ALT</th>\n",
       "      <th>koi_comment_MOD_POS_DV</th>\n",
       "      <th>koi_comment_MOD_SEC_ALT</th>\n",
       "      <th>koi_comment_MOD_SEC_DV</th>\n",
       "      <th>koi_comment_MOD_TER_ALT</th>\n",
       "      <th>koi_comment_MOD_TER_DV</th>\n",
       "      <th>koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH</th>\n",
       "      <th>koi_comment_PARENT_IS_002305372-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_002449084-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003352751-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003858884-01</th>\n",
       "      <th>koi_comment_PARENT_IS_004482641-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005024292-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005036538-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005343976-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005471619-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005513861-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_006367628-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007258889-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007598128-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008265951-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008380743-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009541127-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009777062-01</th>\n",
       "      <th>koi_comment_PARENT_IS_010485137-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_010858720-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_012004679-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_3597.01</th>\n",
       "      <th>koi_comment_PARENT_IS_3895.01</th>\n",
       "      <th>koi_comment_PARENT_IS_4673.01</th>\n",
       "      <th>koi_comment_PARENT_IS_489.01</th>\n",
       "      <th>koi_comment_PARENT_IS_5335.01</th>\n",
       "      <th>koi_comment_PARENT_IS_970.01</th>\n",
       "      <th>koi_comment_PARENT_IS_FL-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_RR-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_UZ-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V2277-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-sec</th>\n",
       "      <th>koi_comment_PARENT_IS_V850-Cyg-pri</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_ALT</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_DV</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PLANET_IN_STAR</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_ALT</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_DV</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_ALT</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_DV</th>\n",
       "      <th>koi_comment_RESIDUAL_TCE</th>\n",
       "      <th>koi_comment_RESID_OF_PREV_TCE</th>\n",
       "      <th>koi_comment_SAME_NTL_PERIOD</th>\n",
       "      <th>koi_comment_SAME_P_AS_PREV_NTL_TCE</th>\n",
       "      <th>koi_comment_SATURATED</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DV</th>\n",
       "      <th>koi_comment_SIGNIF_OFFSET</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SWEET_EB</th>\n",
       "      <th>koi_comment_SWEET_NTL</th>\n",
       "      <th>koi_comment_TOO_FEW_CENTROIDS</th>\n",
       "      <th>koi_comment_TOO_FEW_QUARTERS</th>\n",
       "      <th>koi_comment_TRANSITS_NOT_CONSISTENT</th>\n",
       "      <th>koi_comment_TRANS_GAPPED</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kepoi_name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>K00752.01</td>\n",
       "      <td>Kepler-227 b</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>9.488036</td>\n",
       "      <td>170.538750</td>\n",
       "      <td>2455003.539</td>\n",
       "      <td>0.146</td>\n",
       "      <td>2.95750</td>\n",
       "      <td>615.8</td>\n",
       "      <td>0.022344</td>\n",
       "      <td>3.20796</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>2.26</td>\n",
       "      <td>0.0853</td>\n",
       "      <td>89.66</td>\n",
       "      <td>793.0</td>\n",
       "      <td>93.59</td>\n",
       "      <td>24.810</td>\n",
       "      <td>0.4603</td>\n",
       "      <td>0.2291</td>\n",
       "      <td>5.135849</td>\n",
       "      <td>28.470820</td>\n",
       "      <td>35.8</td>\n",
       "      <td>2</td>\n",
       "      <td>142.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5455.0</td>\n",
       "      <td>4.467</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.927</td>\n",
       "      <td>0.919</td>\n",
       "      <td>stellar</td>\n",
       "      <td>291.93423</td>\n",
       "      <td>48.141651</td>\n",
       "      <td>15.347</td>\n",
       "      <td>15.890</td>\n",
       "      <td>15.270</td>\n",
       "      <td>15.114</td>\n",
       "      <td>15.006</td>\n",
       "      <td>14.082</td>\n",
       "      <td>13.751</td>\n",
       "      <td>13.648</td>\n",
       "      <td>19.462294</td>\n",
       "      <td>48.141910</td>\n",
       "      <td>0.430</td>\n",
       "      <td>0.940</td>\n",
       "      <td>-0.000200</td>\n",
       "      <td>-0.000550</td>\n",
       "      <td>0.002</td>\n",
       "      <td>-0.010</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00752.02</td>\n",
       "      <td>Kepler-227 c</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.969</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>54.418383</td>\n",
       "      <td>162.513840</td>\n",
       "      <td>2454995.514</td>\n",
       "      <td>0.586</td>\n",
       "      <td>4.50700</td>\n",
       "      <td>874.8</td>\n",
       "      <td>0.027954</td>\n",
       "      <td>3.02368</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>2.83</td>\n",
       "      <td>0.2734</td>\n",
       "      <td>89.57</td>\n",
       "      <td>443.0</td>\n",
       "      <td>9.11</td>\n",
       "      <td>77.900</td>\n",
       "      <td>0.4603</td>\n",
       "      <td>0.2291</td>\n",
       "      <td>7.027669</td>\n",
       "      <td>20.109507</td>\n",
       "      <td>25.8</td>\n",
       "      <td>2</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5455.0</td>\n",
       "      <td>4.467</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.927</td>\n",
       "      <td>0.919</td>\n",
       "      <td>stellar</td>\n",
       "      <td>291.93423</td>\n",
       "      <td>48.141651</td>\n",
       "      <td>15.347</td>\n",
       "      <td>15.890</td>\n",
       "      <td>15.270</td>\n",
       "      <td>15.114</td>\n",
       "      <td>15.006</td>\n",
       "      <td>14.082</td>\n",
       "      <td>13.751</td>\n",
       "      <td>13.648</td>\n",
       "      <td>19.462265</td>\n",
       "      <td>48.141990</td>\n",
       "      <td>-0.630</td>\n",
       "      <td>1.230</td>\n",
       "      <td>0.000660</td>\n",
       "      <td>-0.001050</td>\n",
       "      <td>0.003</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.490</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00753.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>DEEP_V_SHAPED</td>\n",
       "      <td>19.899140</td>\n",
       "      <td>175.850252</td>\n",
       "      <td>2455008.850</td>\n",
       "      <td>0.969</td>\n",
       "      <td>1.78220</td>\n",
       "      <td>10829.0</td>\n",
       "      <td>0.154046</td>\n",
       "      <td>7.29555</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>14.60</td>\n",
       "      <td>0.1419</td>\n",
       "      <td>88.96</td>\n",
       "      <td>638.0</td>\n",
       "      <td>39.30</td>\n",
       "      <td>53.500</td>\n",
       "      <td>0.3858</td>\n",
       "      <td>0.2711</td>\n",
       "      <td>37.159767</td>\n",
       "      <td>187.449100</td>\n",
       "      <td>76.3</td>\n",
       "      <td>1</td>\n",
       "      <td>56.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111101110111011000000000000000</td>\n",
       "      <td>5853.0</td>\n",
       "      <td>4.544</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>0.868</td>\n",
       "      <td>0.961</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.00482</td>\n",
       "      <td>48.134129</td>\n",
       "      <td>15.436</td>\n",
       "      <td>15.943</td>\n",
       "      <td>15.390</td>\n",
       "      <td>15.220</td>\n",
       "      <td>15.166</td>\n",
       "      <td>14.254</td>\n",
       "      <td>13.900</td>\n",
       "      <td>13.826</td>\n",
       "      <td>19.800321</td>\n",
       "      <td>48.134120</td>\n",
       "      <td>-0.021</td>\n",
       "      <td>-0.038</td>\n",
       "      <td>0.000700</td>\n",
       "      <td>0.000600</td>\n",
       "      <td>0.278</td>\n",
       "      <td>-0.025</td>\n",
       "      <td>-0.034</td>\n",
       "      <td>0.042</td>\n",
       "      <td>0.002</td>\n",
       "      <td>-0.027</td>\n",
       "      <td>0.027</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00754.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_ODDEVEN_DV---MOD_ODDEVEN_ALT---DEEP_V_SHAPED</td>\n",
       "      <td>1.736952</td>\n",
       "      <td>170.307565</td>\n",
       "      <td>2455003.308</td>\n",
       "      <td>1.276</td>\n",
       "      <td>2.40641</td>\n",
       "      <td>8079.2</td>\n",
       "      <td>0.387394</td>\n",
       "      <td>0.22080</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>33.46</td>\n",
       "      <td>0.0267</td>\n",
       "      <td>67.09</td>\n",
       "      <td>1395.0</td>\n",
       "      <td>891.96</td>\n",
       "      <td>3.278</td>\n",
       "      <td>0.3556</td>\n",
       "      <td>0.2865</td>\n",
       "      <td>39.066550</td>\n",
       "      <td>541.895100</td>\n",
       "      <td>505.6</td>\n",
       "      <td>1</td>\n",
       "      <td>621.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111110111011101000000000000000</td>\n",
       "      <td>5805.0</td>\n",
       "      <td>4.564</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.836</td>\n",
       "      <td>stellar</td>\n",
       "      <td>285.53461</td>\n",
       "      <td>48.285210</td>\n",
       "      <td>15.597</td>\n",
       "      <td>16.100</td>\n",
       "      <td>15.554</td>\n",
       "      <td>15.382</td>\n",
       "      <td>15.266</td>\n",
       "      <td>14.326</td>\n",
       "      <td>13.911</td>\n",
       "      <td>13.809</td>\n",
       "      <td>19.035638</td>\n",
       "      <td>48.285210</td>\n",
       "      <td>-0.111</td>\n",
       "      <td>0.002</td>\n",
       "      <td>0.003020</td>\n",
       "      <td>-0.001420</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-0.249</td>\n",
       "      <td>0.147</td>\n",
       "      <td>0.289</td>\n",
       "      <td>-0.257</td>\n",
       "      <td>0.099</td>\n",
       "      <td>0.276</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K07986.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.497</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>1.739849</td>\n",
       "      <td>133.001270</td>\n",
       "      <td>2454966.001</td>\n",
       "      <td>0.043</td>\n",
       "      <td>3.11400</td>\n",
       "      <td>48.5</td>\n",
       "      <td>0.006379</td>\n",
       "      <td>0.50770</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>0.72</td>\n",
       "      <td>0.0290</td>\n",
       "      <td>89.42</td>\n",
       "      <td>1608.0</td>\n",
       "      <td>1585.81</td>\n",
       "      <td>4.331</td>\n",
       "      <td>0.3588</td>\n",
       "      <td>0.2868</td>\n",
       "      <td>3.841146</td>\n",
       "      <td>8.569540</td>\n",
       "      <td>10.6</td>\n",
       "      <td>1</td>\n",
       "      <td>766.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>6119.0</td>\n",
       "      <td>4.444</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>1.031</td>\n",
       "      <td>1.075</td>\n",
       "      <td>stellar</td>\n",
       "      <td>286.50937</td>\n",
       "      <td>47.163219</td>\n",
       "      <td>14.757</td>\n",
       "      <td>15.189</td>\n",
       "      <td>14.687</td>\n",
       "      <td>14.571</td>\n",
       "      <td>14.484</td>\n",
       "      <td>13.641</td>\n",
       "      <td>13.339</td>\n",
       "      <td>13.261</td>\n",
       "      <td>19.100625</td>\n",
       "      <td>47.163770</td>\n",
       "      <td>0.100</td>\n",
       "      <td>2.000</td>\n",
       "      <td>-0.000018</td>\n",
       "      <td>-0.000074</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.740</td>\n",
       "      <td>-0.250</td>\n",
       "      <td>0.780</td>\n",
       "      <td>0.500</td>\n",
       "      <td>-0.180</td>\n",
       "      <td>0.530</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K07987.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.021</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>CENT_RESOLVED_OFFSET</td>\n",
       "      <td>0.681402</td>\n",
       "      <td>132.181750</td>\n",
       "      <td>2454965.182</td>\n",
       "      <td>0.147</td>\n",
       "      <td>0.86500</td>\n",
       "      <td>103.6</td>\n",
       "      <td>0.009444</td>\n",
       "      <td>8.97692</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>1.07</td>\n",
       "      <td>0.0157</td>\n",
       "      <td>88.60</td>\n",
       "      <td>2218.0</td>\n",
       "      <td>5713.41</td>\n",
       "      <td>6.040</td>\n",
       "      <td>0.3239</td>\n",
       "      <td>0.3029</td>\n",
       "      <td>3.748643</td>\n",
       "      <td>9.653322</td>\n",
       "      <td>12.3</td>\n",
       "      <td>1</td>\n",
       "      <td>1969.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>6173.0</td>\n",
       "      <td>4.447</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>1.041</td>\n",
       "      <td>1.104</td>\n",
       "      <td>stellar</td>\n",
       "      <td>294.16489</td>\n",
       "      <td>47.176281</td>\n",
       "      <td>15.385</td>\n",
       "      <td>15.853</td>\n",
       "      <td>15.347</td>\n",
       "      <td>15.185</td>\n",
       "      <td>15.158</td>\n",
       "      <td>14.220</td>\n",
       "      <td>13.913</td>\n",
       "      <td>13.844</td>\n",
       "      <td>19.611187</td>\n",
       "      <td>47.174720</td>\n",
       "      <td>7.200</td>\n",
       "      <td>-5.600</td>\n",
       "      <td>-0.000720</td>\n",
       "      <td>0.000500</td>\n",
       "      <td>0.000</td>\n",
       "      <td>3.410</td>\n",
       "      <td>-3.650</td>\n",
       "      <td>5.000</td>\n",
       "      <td>3.380</td>\n",
       "      <td>-3.890</td>\n",
       "      <td>5.160</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K07988.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.092</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>ALL_TRANS_CHASES---CENT_SATURATED</td>\n",
       "      <td>333.486169</td>\n",
       "      <td>153.615010</td>\n",
       "      <td>2454986.615</td>\n",
       "      <td>0.214</td>\n",
       "      <td>3.19900</td>\n",
       "      <td>639.1</td>\n",
       "      <td>0.022590</td>\n",
       "      <td>85.88623</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>19.30</td>\n",
       "      <td>1.2233</td>\n",
       "      <td>89.98</td>\n",
       "      <td>557.0</td>\n",
       "      <td>22.68</td>\n",
       "      <td>796.000</td>\n",
       "      <td>0.5559</td>\n",
       "      <td>0.1697</td>\n",
       "      <td>5.252939</td>\n",
       "      <td>7.240365</td>\n",
       "      <td>14.0</td>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111101110111011000000000000000</td>\n",
       "      <td>4989.0</td>\n",
       "      <td>2.992</td>\n",
       "      <td>0.07</td>\n",
       "      <td>7.824</td>\n",
       "      <td>2.190</td>\n",
       "      <td>stellar</td>\n",
       "      <td>296.76288</td>\n",
       "      <td>47.145142</td>\n",
       "      <td>10.998</td>\n",
       "      <td>11.733</td>\n",
       "      <td>10.880</td>\n",
       "      <td>10.682</td>\n",
       "      <td>10.578</td>\n",
       "      <td>9.501</td>\n",
       "      <td>9.027</td>\n",
       "      <td>8.921</td>\n",
       "      <td>19.784200</td>\n",
       "      <td>47.145142</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.010</td>\n",
       "      <td>-0.000290</td>\n",
       "      <td>-0.000100</td>\n",
       "      <td>0.052</td>\n",
       "      <td>1.061</td>\n",
       "      <td>1.320</td>\n",
       "      <td>1.690</td>\n",
       "      <td>1.450</td>\n",
       "      <td>1.370</td>\n",
       "      <td>2.000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K07989.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>CENT_RESOLVED_OFFSET---HALO_GHOST---EPHEM_MATCH</td>\n",
       "      <td>4.856035</td>\n",
       "      <td>135.993300</td>\n",
       "      <td>2454968.993</td>\n",
       "      <td>0.134</td>\n",
       "      <td>3.07800</td>\n",
       "      <td>76.7</td>\n",
       "      <td>0.008076</td>\n",
       "      <td>1.40645</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.0606</td>\n",
       "      <td>89.36</td>\n",
       "      <td>1266.0</td>\n",
       "      <td>607.42</td>\n",
       "      <td>12.060</td>\n",
       "      <td>0.2998</td>\n",
       "      <td>0.3138</td>\n",
       "      <td>3.253128</td>\n",
       "      <td>7.167940</td>\n",
       "      <td>8.2</td>\n",
       "      <td>1</td>\n",
       "      <td>218.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111101110111011000000000000000</td>\n",
       "      <td>6469.0</td>\n",
       "      <td>4.385</td>\n",
       "      <td>0.07</td>\n",
       "      <td>1.193</td>\n",
       "      <td>1.260</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.00977</td>\n",
       "      <td>47.121021</td>\n",
       "      <td>14.826</td>\n",
       "      <td>15.210</td>\n",
       "      <td>14.781</td>\n",
       "      <td>14.662</td>\n",
       "      <td>14.647</td>\n",
       "      <td>13.830</td>\n",
       "      <td>13.522</td>\n",
       "      <td>13.512</td>\n",
       "      <td>19.800732</td>\n",
       "      <td>47.123490</td>\n",
       "      <td>2.900</td>\n",
       "      <td>8.900</td>\n",
       "      <td>-0.000230</td>\n",
       "      <td>-0.000700</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.020</td>\n",
       "      <td>3.300</td>\n",
       "      <td>3.400</td>\n",
       "      <td>0.960</td>\n",
       "      <td>3.400</td>\n",
       "      <td>3.500</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9564 rows × 187 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             kepler_name koi_disposition koi_pdisposition  koi_score  koi_fpflag_nt  koi_fpflag_ss  koi_fpflag_co  koi_fpflag_ec                                       koi_comment  koi_period  koi_time0bk    koi_time0  koi_impact  koi_duration  koi_depth   koi_ror  koi_srho koi_fittype  koi_prad  koi_sma  koi_incl  koi_teq  koi_insol  koi_dor  koi_ldm_coeff1  koi_ldm_coeff2  koi_max_sngle_ev  koi_max_mult_ev  koi_model_snr  koi_count  koi_num_transits  koi_tce_plnt_num koi_tce_delivname                      koi_quarters  koi_steff  koi_slogg  koi_smet  koi_srad  koi_smass koi_sparprov         ra        dec  koi_kepmag  koi_gmag  koi_rmag  koi_imag  koi_zmag  koi_jmag  koi_hmag  koi_kmag  koi_fwm_sra  koi_fwm_sdec  koi_fwm_srao  koi_fwm_sdeco  koi_fwm_prao  koi_fwm_pdeco  koi_fwm_stat_sig  koi_dicco_mra  koi_dicco_mdec  koi_dicco_msky  koi_dikco_mra  koi_dikco_mdec  koi_dikco_msky  koi_comment_ALL_TRANS_CHASES  koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL  koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD  koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW  koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_CENTROID_SIGNIF_UNCERTAIN  koi_comment_CENT_CROWDED  koi_comment_CENT_FEW_DIFFS  koi_comment_CENT_FEW_MEAS  koi_comment_CENT_KIC_POS  koi_comment_CENT_NOFITS  koi_comment_CENT_RESOLVED_OFFSET  koi_comment_CENT_SATURATED  koi_comment_CENT_UNCERTAIN  koi_comment_CENT_UNRESOLVED_OFFSET  koi_comment_CLEAR_APO  koi_comment_CROWDED_DIFF  koi_comment_DEEP_V_SHAPED  koi_comment_DEPTH_ODDEVEN_ALT  koi_comment_DEPTH_ODDEVEN_DV  koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_EPHEM_MATCH  koi_comment_EYEBALL  koi_comment_FIT_FAILED  koi_comment_HALO_GHOST  koi_comment_HAS_SEC_TCE  koi_comment_INCONSISTENT_TRANS  koi_comment_INDIV_TRANS_CHASES  koi_comment_INDIV_TRANS_CHASES_MARSHALL  koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE  koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_CHASES_SKYE  koi_comment_INDIV_TRANS_MARSHALL  koi_comment_INDIV_TRANS_MARSHALL_SKYE  koi_comment_INDIV_TRANS_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_RUBBLE  koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_SKYE  koi_comment_INDIV_TRANS_SKYE_ZUMA  koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_ZUMA  koi_comment_INVERT_DIFF  koi_comment_IS_SEC_TCE  koi_comment_KIC_OFFSET  koi_comment_LPP_ALT  koi_comment_LPP_ALT_TOO_HIGH  koi_comment_LPP_DV  koi_comment_LPP_DV_TOO_HIGH  koi_comment_MARSHALL_FAIL  koi_comment_MOD_NONUNIQ_ALT  koi_comment_MOD_NONUNIQ_DV  koi_comment_MOD_ODDEVEN_ALT  koi_comment_MOD_ODDEVEN_DV  koi_comment_MOD_POS_ALT  koi_comment_MOD_POS_DV  koi_comment_MOD_SEC_ALT  koi_comment_MOD_SEC_DV  koi_comment_MOD_TER_ALT  koi_comment_MOD_TER_DV  koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH  koi_comment_PARENT_IS_002305372-pri  koi_comment_PARENT_IS_002449084-pri  koi_comment_PARENT_IS_003352751-pri  koi_comment_PARENT_IS_003858884-01  koi_comment_PARENT_IS_004482641-01  koi_comment_PARENT_IS_005024292-01  koi_comment_PARENT_IS_005036538-01  koi_comment_PARENT_IS_005343976-pri  koi_comment_PARENT_IS_005471619-pri  koi_comment_PARENT_IS_005513861-pri  koi_comment_PARENT_IS_006367628-pri  koi_comment_PARENT_IS_007258889-pri  koi_comment_PARENT_IS_007598128-pri  koi_comment_PARENT_IS_008265951-pri  koi_comment_PARENT_IS_008380743-pri  koi_comment_PARENT_IS_009541127-pri  koi_comment_PARENT_IS_009777062-01  koi_comment_PARENT_IS_010485137-pri  koi_comment_PARENT_IS_010858720-pri  koi_comment_PARENT_IS_012004679-pri  koi_comment_PARENT_IS_3597.01  koi_comment_PARENT_IS_3895.01  koi_comment_PARENT_IS_4673.01  koi_comment_PARENT_IS_489.01  koi_comment_PARENT_IS_5335.01  koi_comment_PARENT_IS_970.01  koi_comment_PARENT_IS_FL-Lyr-pri  koi_comment_PARENT_IS_RR-Lyr-pri  koi_comment_PARENT_IS_UZ-Lyr-pri  koi_comment_PARENT_IS_V2277-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-sec  koi_comment_PARENT_IS_V850-Cyg-pri  koi_comment_PERIOD_ALIAS_ALT  koi_comment_PERIOD_ALIAS_DV  koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1  koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1  koi_comment_PLANET_IN_STAR  koi_comment_PLANET_OCCULT_ALT  koi_comment_PLANET_OCCULT_DV  koi_comment_PLANET_PERIOD_IS_HALF_ALT  koi_comment_PLANET_PERIOD_IS_HALF_DV  koi_comment_RESIDUAL_TCE  koi_comment_RESID_OF_PREV_TCE  koi_comment_SAME_NTL_PERIOD  koi_comment_SAME_P_AS_PREV_NTL_TCE  koi_comment_SATURATED  koi_comment_SEASONAL_DEPTH_ALT  koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT  koi_comment_SEASONAL_DEPTH_DV  koi_comment_SIGNIF_OFFSET  koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT  koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT  koi_comment_SWEET_EB  koi_comment_SWEET_NTL  koi_comment_TOO_FEW_CENTROIDS  koi_comment_TOO_FEW_QUARTERS  koi_comment_TRANSITS_NOT_CONSISTENT  koi_comment_TRANS_GAPPED\n",
       "kepoi_name                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   \n",
       "K00752.01   Kepler-227 b  CONFIRMED       CANDIDATE        1.000      0              0              0              0              NO_COMMENT                                        9.488036    170.538750   2455003.539  0.146       2.95750       615.8      0.022344  3.20796   LS+MCMC     2.26      0.0853   89.66     793.0    93.59      24.810   0.4603          0.2291          5.135849          28.470820        35.8           2          142.0             1.0               tce               11111111111111111000000000000000  5455.0     4.467      0.14      0.927     0.919      stellar      291.93423  48.141651  15.347      15.890    15.270    15.114    15.006    14.082    13.751    13.648    19.462294    48.141910     0.430         0.940         -0.000200     -0.000550       0.002            -0.010          0.200           0.200           0.080          0.310           0.320           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00752.02   Kepler-227 c  CONFIRMED       CANDIDATE        0.969      0              0              0              0              NO_COMMENT                                        54.418383   162.513840   2454995.514  0.586       4.50700       874.8      0.027954  3.02368   LS+MCMC     2.83      0.2734   89.57     443.0    9.11       77.900   0.4603          0.2291          7.027669          20.109507        25.8           2          25.0              2.0               tce               11111111111111111000000000000000  5455.0     4.467      0.14      0.927     0.919      stellar      291.93423  48.141651  15.347      15.890    15.270    15.114    15.006    14.082    13.751    13.648    19.462265    48.141990    -0.630         1.230          0.000660     -0.001050       0.003             0.390          0.000           0.390           0.490          0.120           0.500           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00753.01   NaN           CANDIDATE       CANDIDATE        0.000      0              0              0              0              DEEP_V_SHAPED                                     19.899140   175.850252   2455008.850  0.969       1.78220       10829.0    0.154046  7.29555   LS+MCMC     14.60     0.1419   88.96     638.0    39.30      53.500   0.3858          0.2711          37.159767         187.449100       76.3           1          56.0              1.0               tce               11111101110111011000000000000000  5853.0     4.544     -0.18      0.868     0.961      stellar      297.00482  48.134129  15.436      15.943    15.390    15.220    15.166    14.254    13.900    13.826    19.800321    48.134120    -0.021        -0.038          0.000700      0.000600       0.278            -0.025         -0.034           0.042           0.002         -0.027           0.027           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         1                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00754.01   NaN           FALSE POSITIVE  FALSE POSITIVE   0.000      0              1              0              0              MOD_ODDEVEN_DV---MOD_ODDEVEN_ALT---DEEP_V_SHAPED  1.736952    170.307565   2455003.308  1.276       2.40641       8079.2     0.387394  0.22080   LS+MCMC     33.46     0.0267   67.09     1395.0   891.96     3.278    0.3556          0.2865          39.066550         541.895100       505.6          1          621.0             1.0               tce               11111110111011101000000000000000  5805.0     4.564     -0.52      0.791     0.836      stellar      285.53461  48.285210  15.597      16.100    15.554    15.382    15.266    14.326    13.911    13.809    19.035638    48.285210    -0.111         0.002          0.003020     -0.001420       0.000            -0.249          0.147           0.289          -0.257          0.099           0.276           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         1                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           1                            1                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "...         ...                 ...             ...          ...     ..             ..             ..             ..                        ...                                           ...          ...           ...    ...           ...           ...         ...      ...       ...       ...        ...     ...       ...      ...         ...      ...             ...                ...                ...        ...          ..           ...              ...               ...                                            ...     ...       ...       ...        ...       ...          ...            ...        ...     ...         ...       ...       ...       ...       ...       ...       ...          ...          ...       ...           ...               ...           ...         ...               ...            ...             ...             ...            ...             ...          ..                            ..                                       ..                                                                ..                                             ..                                             ..                                         ..                                     ..                        ..                          ..                         ..                        ..                       ..                                ..                          ..                          ..                                  ..                     ..                        ..                         ..                             ..                            ..                                            ..                                        ..                       ..                   ..                      ..                      ..                       ..                              ..                              ..                                       ..                                            ..                                            ..                                   ..                                ..                                     ..                                     ..                              ..                                            ..                                   ..                                        ..                                                ..                            ..                                 ..                                         ..                            ..                       ..                      ..                      ..                   ..                            ..                  ..                           ..                         ..                           ..                          ..                           ..                          ..                       ..                      ..                       ..                      ..                       ..                      ..                                               ..                                   ..                                   ..                                   ..                                  ..                                  ..                                  ..                                  ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                  ..                                   ..                                   ..                                   ..                             ..                             ..                             ..                            ..                             ..                            ..                                ..                                ..                                ..                                   ..                                  ..                                  ..                                  ..                            ..                           ..                                                ..                                               ..                          ..                             ..                            ..                                     ..                                    ..                        ..                             ..                           ..                                  ..                     ..                              ..                                       ..                             ..                         ..                                      ..                                     ..                    ..                     ..                             ..                            ..                                   ..                       \n",
       "K07986.01   NaN           CANDIDATE       CANDIDATE        0.497      0              0              0              0              NO_COMMENT                                        1.739849    133.001270   2454966.001  0.043       3.11400       48.5       0.006379  0.50770   LS+MCMC     0.72      0.0290   89.42     1608.0   1585.81    4.331    0.3588          0.2868          3.841146          8.569540         10.6           1          766.0             1.0               tce               11111111111111111000000000000000  6119.0     4.444     -0.04      1.031     1.075      stellar      286.50937  47.163219  14.757      15.189    14.687    14.571    14.484    13.641    13.339    13.261    19.100625    47.163770     0.100         2.000         -0.000018     -0.000074       0.089             0.740         -0.250           0.780           0.500         -0.180           0.530           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K07987.01   NaN           FALSE POSITIVE  FALSE POSITIVE   0.021      0              0              1              0              CENT_RESOLVED_OFFSET                              0.681402    132.181750   2454965.182  0.147       0.86500       103.6      0.009444  8.97692   LS+MCMC     1.07      0.0157   88.60     2218.0   5713.41    6.040    0.3239          0.3029          3.748643          9.653322         12.3           1          1969.0            1.0               tce               11111111111111111000000000000000  6173.0     4.447     -0.04      1.041     1.104      stellar      294.16489  47.176281  15.385      15.853    15.347    15.185    15.158    14.220    13.913    13.844    19.611187    47.174720     7.200        -5.600         -0.000720      0.000500       0.000             3.410         -3.650           5.000           3.380         -3.890           5.160           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        1                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K07988.01   NaN           CANDIDATE       CANDIDATE        0.092      0              0              0              0              ALL_TRANS_CHASES---CENT_SATURATED                 333.486169  153.615010   2454986.615  0.214       3.19900       639.1      0.022590  85.88623  LS+MCMC     19.30     1.2233   89.98     557.0    22.68      796.000  0.5559          0.1697          5.252939          7.240365         14.0           1          3.0               1.0               tce               11111101110111011000000000000000  4989.0     2.992      0.07      7.824     2.190      stellar      296.76288  47.145142  10.998      11.733    10.880    10.682    10.578    9.501     9.027     8.921     19.784200    47.145142     0.310         0.010         -0.000290     -0.000100       0.052             1.061          1.320           1.690           1.450          1.370           2.000           1                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 1                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K07989.01   NaN           FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              1              1              CENT_RESOLVED_OFFSET---HALO_GHOST---EPHEM_MATCH   4.856035    135.993300   2454968.993  0.134       3.07800       76.7       0.008076  1.40645   LS+MCMC     1.05      0.0606   89.36     1266.0   607.42     12.060   0.2998          0.3138          3.253128          7.167940         8.2            1          218.0             1.0               tce               11111101110111011000000000000000  6469.0     4.385      0.07      1.193     1.260      stellar      297.00977  47.121021  14.826      15.210    14.781    14.662    14.647    13.830    13.522    13.512    19.800732    47.123490     2.900         8.900         -0.000230     -0.000700       0.000             1.020          3.300           3.400           0.960          3.400           3.500           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        1                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         1                        0                    0                       1                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "\n",
       "[9564 rows x 187 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataset        = koi['all']; \n",
    "onehot_dataset = (\n",
    "    pd.concat([ \n",
    "        # koi['id'],         \n",
    "        koi['archive'], \n",
    "        koi['disposition'], \n",
    "        koi['transit'], \n",
    "        koi['TCE'], \n",
    "        koi['stellar'], \n",
    "        koi['KIC'], \n",
    "        koi['pixels'],         \n",
    "\n",
    "        # pd.get_dummies(dataset[['koi_disposition']]),\n",
    "        # pd.get_dummies(dataset[['koi_fittype']]),\n",
    "        # pd.get_dummies(dataset[['koi_tce_delivname']]),\n",
    "        onehot_encode_comments(dataset, 'koi_comment', '---', without=['NO_COMMENT']).astype('int32'),\n",
    "    ], axis=1)\n",
    ")\n",
    "onehot_dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>koi_disposition</th>\n",
       "      <th>koi_score</th>\n",
       "      <th>koi_fpflag_nt</th>\n",
       "      <th>koi_fpflag_ss</th>\n",
       "      <th>koi_fpflag_co</th>\n",
       "      <th>koi_fpflag_ec</th>\n",
       "      <th>koi_period</th>\n",
       "      <th>koi_time0bk</th>\n",
       "      <th>koi_time0</th>\n",
       "      <th>koi_impact</th>\n",
       "      <th>koi_duration</th>\n",
       "      <th>koi_depth</th>\n",
       "      <th>koi_ror</th>\n",
       "      <th>koi_srho</th>\n",
       "      <th>koi_prad</th>\n",
       "      <th>koi_sma</th>\n",
       "      <th>koi_incl</th>\n",
       "      <th>koi_teq</th>\n",
       "      <th>koi_insol</th>\n",
       "      <th>koi_dor</th>\n",
       "      <th>koi_ldm_coeff1</th>\n",
       "      <th>koi_ldm_coeff2</th>\n",
       "      <th>koi_max_sngle_ev</th>\n",
       "      <th>koi_max_mult_ev</th>\n",
       "      <th>koi_model_snr</th>\n",
       "      <th>koi_count</th>\n",
       "      <th>koi_num_transits</th>\n",
       "      <th>koi_tce_plnt_num</th>\n",
       "      <th>koi_steff</th>\n",
       "      <th>koi_slogg</th>\n",
       "      <th>koi_smet</th>\n",
       "      <th>koi_srad</th>\n",
       "      <th>koi_smass</th>\n",
       "      <th>ra</th>\n",
       "      <th>dec</th>\n",
       "      <th>koi_gmag</th>\n",
       "      <th>koi_rmag</th>\n",
       "      <th>koi_imag</th>\n",
       "      <th>koi_zmag</th>\n",
       "      <th>koi_jmag</th>\n",
       "      <th>koi_hmag</th>\n",
       "      <th>koi_kmag</th>\n",
       "      <th>koi_fwm_sra</th>\n",
       "      <th>koi_fwm_sdec</th>\n",
       "      <th>koi_fwm_srao</th>\n",
       "      <th>koi_fwm_sdeco</th>\n",
       "      <th>koi_fwm_prao</th>\n",
       "      <th>koi_fwm_pdeco</th>\n",
       "      <th>koi_fwm_stat_sig</th>\n",
       "      <th>koi_dicco_mra</th>\n",
       "      <th>koi_dicco_mdec</th>\n",
       "      <th>koi_dicco_msky</th>\n",
       "      <th>koi_dikco_mra</th>\n",
       "      <th>koi_dikco_mdec</th>\n",
       "      <th>koi_dikco_msky</th>\n",
       "      <th>koi_comment_ALL_TRANS_CHASES</th>\n",
       "      <th>koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL</th>\n",
       "      <th>koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_CENTROID_SIGNIF_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_CROWDED</th>\n",
       "      <th>koi_comment_CENT_FEW_DIFFS</th>\n",
       "      <th>koi_comment_CENT_FEW_MEAS</th>\n",
       "      <th>koi_comment_CENT_KIC_POS</th>\n",
       "      <th>koi_comment_CENT_NOFITS</th>\n",
       "      <th>koi_comment_CENT_RESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CENT_SATURATED</th>\n",
       "      <th>koi_comment_CENT_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_UNRESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CLEAR_APO</th>\n",
       "      <th>koi_comment_CROWDED_DIFF</th>\n",
       "      <th>koi_comment_DEEP_V_SHAPED</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_EPHEM_MATCH</th>\n",
       "      <th>koi_comment_EYEBALL</th>\n",
       "      <th>koi_comment_FIT_FAILED</th>\n",
       "      <th>koi_comment_HALO_GHOST</th>\n",
       "      <th>koi_comment_HAS_SEC_TCE</th>\n",
       "      <th>koi_comment_INCONSISTENT_TRANS</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_ZUMA</th>\n",
       "      <th>koi_comment_INVERT_DIFF</th>\n",
       "      <th>koi_comment_IS_SEC_TCE</th>\n",
       "      <th>koi_comment_KIC_OFFSET</th>\n",
       "      <th>koi_comment_LPP_ALT</th>\n",
       "      <th>koi_comment_LPP_ALT_TOO_HIGH</th>\n",
       "      <th>koi_comment_LPP_DV</th>\n",
       "      <th>koi_comment_LPP_DV_TOO_HIGH</th>\n",
       "      <th>koi_comment_MARSHALL_FAIL</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_ALT</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_DV</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_MOD_POS_ALT</th>\n",
       "      <th>koi_comment_MOD_POS_DV</th>\n",
       "      <th>koi_comment_MOD_SEC_ALT</th>\n",
       "      <th>koi_comment_MOD_SEC_DV</th>\n",
       "      <th>koi_comment_MOD_TER_ALT</th>\n",
       "      <th>koi_comment_MOD_TER_DV</th>\n",
       "      <th>koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH</th>\n",
       "      <th>koi_comment_PARENT_IS_002305372-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_002449084-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003352751-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003858884-01</th>\n",
       "      <th>koi_comment_PARENT_IS_004482641-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005024292-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005036538-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005343976-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005471619-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005513861-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_006367628-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007258889-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007598128-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008265951-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008380743-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009541127-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009777062-01</th>\n",
       "      <th>koi_comment_PARENT_IS_010485137-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_010858720-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_012004679-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_3597.01</th>\n",
       "      <th>koi_comment_PARENT_IS_3895.01</th>\n",
       "      <th>koi_comment_PARENT_IS_4673.01</th>\n",
       "      <th>koi_comment_PARENT_IS_489.01</th>\n",
       "      <th>koi_comment_PARENT_IS_5335.01</th>\n",
       "      <th>koi_comment_PARENT_IS_970.01</th>\n",
       "      <th>koi_comment_PARENT_IS_FL-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_RR-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_UZ-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V2277-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-sec</th>\n",
       "      <th>koi_comment_PARENT_IS_V850-Cyg-pri</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_ALT</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_DV</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PLANET_IN_STAR</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_ALT</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_DV</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_ALT</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_DV</th>\n",
       "      <th>koi_comment_RESIDUAL_TCE</th>\n",
       "      <th>koi_comment_RESID_OF_PREV_TCE</th>\n",
       "      <th>koi_comment_SAME_NTL_PERIOD</th>\n",
       "      <th>koi_comment_SAME_P_AS_PREV_NTL_TCE</th>\n",
       "      <th>koi_comment_SATURATED</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DV</th>\n",
       "      <th>koi_comment_SIGNIF_OFFSET</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SWEET_EB</th>\n",
       "      <th>koi_comment_SWEET_NTL</th>\n",
       "      <th>koi_comment_TOO_FEW_CENTROIDS</th>\n",
       "      <th>koi_comment_TOO_FEW_QUARTERS</th>\n",
       "      <th>koi_comment_TRANSITS_NOT_CONSISTENT</th>\n",
       "      <th>koi_comment_TRANS_GAPPED</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>9.488036</td>\n",
       "      <td>170.538750</td>\n",
       "      <td>2455003.539</td>\n",
       "      <td>0.146</td>\n",
       "      <td>2.95750</td>\n",
       "      <td>615.8</td>\n",
       "      <td>0.022344</td>\n",
       "      <td>3.20796</td>\n",
       "      <td>2.26</td>\n",
       "      <td>0.0853</td>\n",
       "      <td>89.66</td>\n",
       "      <td>793.0</td>\n",
       "      <td>93.59</td>\n",
       "      <td>24.810</td>\n",
       "      <td>0.4603</td>\n",
       "      <td>0.2291</td>\n",
       "      <td>5.135849</td>\n",
       "      <td>28.470820</td>\n",
       "      <td>35.8</td>\n",
       "      <td>2</td>\n",
       "      <td>142.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5455.0</td>\n",
       "      <td>4.467</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.927</td>\n",
       "      <td>0.919</td>\n",
       "      <td>291.93423</td>\n",
       "      <td>48.141651</td>\n",
       "      <td>15.890</td>\n",
       "      <td>15.270</td>\n",
       "      <td>15.114</td>\n",
       "      <td>15.006</td>\n",
       "      <td>14.082</td>\n",
       "      <td>13.751</td>\n",
       "      <td>13.648</td>\n",
       "      <td>19.462294</td>\n",
       "      <td>48.141910</td>\n",
       "      <td>0.430</td>\n",
       "      <td>0.940</td>\n",
       "      <td>-0.000200</td>\n",
       "      <td>-0.000550</td>\n",
       "      <td>0.002</td>\n",
       "      <td>-0.010</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>0.969</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>54.418383</td>\n",
       "      <td>162.513840</td>\n",
       "      <td>2454995.514</td>\n",
       "      <td>0.586</td>\n",
       "      <td>4.50700</td>\n",
       "      <td>874.8</td>\n",
       "      <td>0.027954</td>\n",
       "      <td>3.02368</td>\n",
       "      <td>2.83</td>\n",
       "      <td>0.2734</td>\n",
       "      <td>89.57</td>\n",
       "      <td>443.0</td>\n",
       "      <td>9.11</td>\n",
       "      <td>77.900</td>\n",
       "      <td>0.4603</td>\n",
       "      <td>0.2291</td>\n",
       "      <td>7.027669</td>\n",
       "      <td>20.109507</td>\n",
       "      <td>25.8</td>\n",
       "      <td>2</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5455.0</td>\n",
       "      <td>4.467</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.927</td>\n",
       "      <td>0.919</td>\n",
       "      <td>291.93423</td>\n",
       "      <td>48.141651</td>\n",
       "      <td>15.890</td>\n",
       "      <td>15.270</td>\n",
       "      <td>15.114</td>\n",
       "      <td>15.006</td>\n",
       "      <td>14.082</td>\n",
       "      <td>13.751</td>\n",
       "      <td>13.648</td>\n",
       "      <td>19.462265</td>\n",
       "      <td>48.141990</td>\n",
       "      <td>-0.630</td>\n",
       "      <td>1.230</td>\n",
       "      <td>0.000660</td>\n",
       "      <td>-0.001050</td>\n",
       "      <td>0.003</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.490</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>19.899140</td>\n",
       "      <td>175.850252</td>\n",
       "      <td>2455008.850</td>\n",
       "      <td>0.969</td>\n",
       "      <td>1.78220</td>\n",
       "      <td>10829.0</td>\n",
       "      <td>0.154046</td>\n",
       "      <td>7.29555</td>\n",
       "      <td>14.60</td>\n",
       "      <td>0.1419</td>\n",
       "      <td>88.96</td>\n",
       "      <td>638.0</td>\n",
       "      <td>39.30</td>\n",
       "      <td>53.500</td>\n",
       "      <td>0.3858</td>\n",
       "      <td>0.2711</td>\n",
       "      <td>37.159767</td>\n",
       "      <td>187.449100</td>\n",
       "      <td>76.3</td>\n",
       "      <td>1</td>\n",
       "      <td>56.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5853.0</td>\n",
       "      <td>4.544</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>0.868</td>\n",
       "      <td>0.961</td>\n",
       "      <td>297.00482</td>\n",
       "      <td>48.134129</td>\n",
       "      <td>15.943</td>\n",
       "      <td>15.390</td>\n",
       "      <td>15.220</td>\n",
       "      <td>15.166</td>\n",
       "      <td>14.254</td>\n",
       "      <td>13.900</td>\n",
       "      <td>13.826</td>\n",
       "      <td>19.800321</td>\n",
       "      <td>48.134120</td>\n",
       "      <td>-0.021</td>\n",
       "      <td>-0.038</td>\n",
       "      <td>0.000700</td>\n",
       "      <td>0.000600</td>\n",
       "      <td>0.278</td>\n",
       "      <td>-0.025</td>\n",
       "      <td>-0.034</td>\n",
       "      <td>0.042</td>\n",
       "      <td>0.002</td>\n",
       "      <td>-0.027</td>\n",
       "      <td>0.027</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.736952</td>\n",
       "      <td>170.307565</td>\n",
       "      <td>2455003.308</td>\n",
       "      <td>1.276</td>\n",
       "      <td>2.40641</td>\n",
       "      <td>8079.2</td>\n",
       "      <td>0.387394</td>\n",
       "      <td>0.22080</td>\n",
       "      <td>33.46</td>\n",
       "      <td>0.0267</td>\n",
       "      <td>67.09</td>\n",
       "      <td>1395.0</td>\n",
       "      <td>891.96</td>\n",
       "      <td>3.278</td>\n",
       "      <td>0.3556</td>\n",
       "      <td>0.2865</td>\n",
       "      <td>39.066550</td>\n",
       "      <td>541.895100</td>\n",
       "      <td>505.6</td>\n",
       "      <td>1</td>\n",
       "      <td>621.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>5805.0</td>\n",
       "      <td>4.564</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.836</td>\n",
       "      <td>285.53461</td>\n",
       "      <td>48.285210</td>\n",
       "      <td>16.100</td>\n",
       "      <td>15.554</td>\n",
       "      <td>15.382</td>\n",
       "      <td>15.266</td>\n",
       "      <td>14.326</td>\n",
       "      <td>13.911</td>\n",
       "      <td>13.809</td>\n",
       "      <td>19.035638</td>\n",
       "      <td>48.285210</td>\n",
       "      <td>-0.111</td>\n",
       "      <td>0.002</td>\n",
       "      <td>0.003020</td>\n",
       "      <td>-0.001420</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-0.249</td>\n",
       "      <td>0.147</td>\n",
       "      <td>0.289</td>\n",
       "      <td>-0.257</td>\n",
       "      <td>0.099</td>\n",
       "      <td>0.276</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9560</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.497</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.739849</td>\n",
       "      <td>133.001270</td>\n",
       "      <td>2454966.001</td>\n",
       "      <td>0.043</td>\n",
       "      <td>3.11400</td>\n",
       "      <td>48.5</td>\n",
       "      <td>0.006379</td>\n",
       "      <td>0.50770</td>\n",
       "      <td>0.72</td>\n",
       "      <td>0.0290</td>\n",
       "      <td>89.42</td>\n",
       "      <td>1608.0</td>\n",
       "      <td>1585.81</td>\n",
       "      <td>4.331</td>\n",
       "      <td>0.3588</td>\n",
       "      <td>0.2868</td>\n",
       "      <td>3.841146</td>\n",
       "      <td>8.569540</td>\n",
       "      <td>10.6</td>\n",
       "      <td>1</td>\n",
       "      <td>766.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>6119.0</td>\n",
       "      <td>4.444</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>1.031</td>\n",
       "      <td>1.075</td>\n",
       "      <td>286.50937</td>\n",
       "      <td>47.163219</td>\n",
       "      <td>15.189</td>\n",
       "      <td>14.687</td>\n",
       "      <td>14.571</td>\n",
       "      <td>14.484</td>\n",
       "      <td>13.641</td>\n",
       "      <td>13.339</td>\n",
       "      <td>13.261</td>\n",
       "      <td>19.100625</td>\n",
       "      <td>47.163770</td>\n",
       "      <td>0.100</td>\n",
       "      <td>2.000</td>\n",
       "      <td>-0.000018</td>\n",
       "      <td>-0.000074</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.740</td>\n",
       "      <td>-0.250</td>\n",
       "      <td>0.780</td>\n",
       "      <td>0.500</td>\n",
       "      <td>-0.180</td>\n",
       "      <td>0.530</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9561</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.021</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0.681402</td>\n",
       "      <td>132.181750</td>\n",
       "      <td>2454965.182</td>\n",
       "      <td>0.147</td>\n",
       "      <td>0.86500</td>\n",
       "      <td>103.6</td>\n",
       "      <td>0.009444</td>\n",
       "      <td>8.97692</td>\n",
       "      <td>1.07</td>\n",
       "      <td>0.0157</td>\n",
       "      <td>88.60</td>\n",
       "      <td>2218.0</td>\n",
       "      <td>5713.41</td>\n",
       "      <td>6.040</td>\n",
       "      <td>0.3239</td>\n",
       "      <td>0.3029</td>\n",
       "      <td>3.748643</td>\n",
       "      <td>9.653322</td>\n",
       "      <td>12.3</td>\n",
       "      <td>1</td>\n",
       "      <td>1969.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>6173.0</td>\n",
       "      <td>4.447</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>1.041</td>\n",
       "      <td>1.104</td>\n",
       "      <td>294.16489</td>\n",
       "      <td>47.176281</td>\n",
       "      <td>15.853</td>\n",
       "      <td>15.347</td>\n",
       "      <td>15.185</td>\n",
       "      <td>15.158</td>\n",
       "      <td>14.220</td>\n",
       "      <td>13.913</td>\n",
       "      <td>13.844</td>\n",
       "      <td>19.611187</td>\n",
       "      <td>47.174720</td>\n",
       "      <td>7.200</td>\n",
       "      <td>-5.600</td>\n",
       "      <td>-0.000720</td>\n",
       "      <td>0.000500</td>\n",
       "      <td>0.000</td>\n",
       "      <td>3.410</td>\n",
       "      <td>-3.650</td>\n",
       "      <td>5.000</td>\n",
       "      <td>3.380</td>\n",
       "      <td>-3.890</td>\n",
       "      <td>5.160</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9562</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.092</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>333.486169</td>\n",
       "      <td>153.615010</td>\n",
       "      <td>2454986.615</td>\n",
       "      <td>0.214</td>\n",
       "      <td>3.19900</td>\n",
       "      <td>639.1</td>\n",
       "      <td>0.022590</td>\n",
       "      <td>85.88623</td>\n",
       "      <td>19.30</td>\n",
       "      <td>1.2233</td>\n",
       "      <td>89.98</td>\n",
       "      <td>557.0</td>\n",
       "      <td>22.68</td>\n",
       "      <td>796.000</td>\n",
       "      <td>0.5559</td>\n",
       "      <td>0.1697</td>\n",
       "      <td>5.252939</td>\n",
       "      <td>7.240365</td>\n",
       "      <td>14.0</td>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4989.0</td>\n",
       "      <td>2.992</td>\n",
       "      <td>0.07</td>\n",
       "      <td>7.824</td>\n",
       "      <td>2.190</td>\n",
       "      <td>296.76288</td>\n",
       "      <td>47.145142</td>\n",
       "      <td>11.733</td>\n",
       "      <td>10.880</td>\n",
       "      <td>10.682</td>\n",
       "      <td>10.578</td>\n",
       "      <td>9.501</td>\n",
       "      <td>9.027</td>\n",
       "      <td>8.921</td>\n",
       "      <td>19.784200</td>\n",
       "      <td>47.145142</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.010</td>\n",
       "      <td>-0.000290</td>\n",
       "      <td>-0.000100</td>\n",
       "      <td>0.052</td>\n",
       "      <td>1.061</td>\n",
       "      <td>1.320</td>\n",
       "      <td>1.690</td>\n",
       "      <td>1.450</td>\n",
       "      <td>1.370</td>\n",
       "      <td>2.000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>9563</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>4.856035</td>\n",
       "      <td>135.993300</td>\n",
       "      <td>2454968.993</td>\n",
       "      <td>0.134</td>\n",
       "      <td>3.07800</td>\n",
       "      <td>76.7</td>\n",
       "      <td>0.008076</td>\n",
       "      <td>1.40645</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.0606</td>\n",
       "      <td>89.36</td>\n",
       "      <td>1266.0</td>\n",
       "      <td>607.42</td>\n",
       "      <td>12.060</td>\n",
       "      <td>0.2998</td>\n",
       "      <td>0.3138</td>\n",
       "      <td>3.253128</td>\n",
       "      <td>7.167940</td>\n",
       "      <td>8.2</td>\n",
       "      <td>1</td>\n",
       "      <td>218.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>6469.0</td>\n",
       "      <td>4.385</td>\n",
       "      <td>0.07</td>\n",
       "      <td>1.193</td>\n",
       "      <td>1.260</td>\n",
       "      <td>297.00977</td>\n",
       "      <td>47.121021</td>\n",
       "      <td>15.210</td>\n",
       "      <td>14.781</td>\n",
       "      <td>14.662</td>\n",
       "      <td>14.647</td>\n",
       "      <td>13.830</td>\n",
       "      <td>13.522</td>\n",
       "      <td>13.512</td>\n",
       "      <td>19.800732</td>\n",
       "      <td>47.123490</td>\n",
       "      <td>2.900</td>\n",
       "      <td>8.900</td>\n",
       "      <td>-0.000230</td>\n",
       "      <td>-0.000700</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.020</td>\n",
       "      <td>3.300</td>\n",
       "      <td>3.400</td>\n",
       "      <td>0.960</td>\n",
       "      <td>3.400</td>\n",
       "      <td>3.500</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9564 rows × 179 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     koi_disposition  koi_score  koi_fpflag_nt  koi_fpflag_ss  koi_fpflag_co  koi_fpflag_ec  koi_period  koi_time0bk    koi_time0  koi_impact  koi_duration  koi_depth   koi_ror  koi_srho  koi_prad  koi_sma  koi_incl  koi_teq  koi_insol  koi_dor  koi_ldm_coeff1  koi_ldm_coeff2  koi_max_sngle_ev  koi_max_mult_ev  koi_model_snr  koi_count  koi_num_transits  koi_tce_plnt_num  koi_steff  koi_slogg  koi_smet  koi_srad  koi_smass         ra        dec  koi_gmag  koi_rmag  koi_imag  koi_zmag  koi_jmag  koi_hmag  koi_kmag  koi_fwm_sra  koi_fwm_sdec  koi_fwm_srao  koi_fwm_sdeco  koi_fwm_prao  koi_fwm_pdeco  koi_fwm_stat_sig  koi_dicco_mra  koi_dicco_mdec  koi_dicco_msky  koi_dikco_mra  koi_dikco_mdec  koi_dikco_msky  koi_comment_ALL_TRANS_CHASES  koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL  koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD  koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW  koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_CENTROID_SIGNIF_UNCERTAIN  koi_comment_CENT_CROWDED  koi_comment_CENT_FEW_DIFFS  koi_comment_CENT_FEW_MEAS  koi_comment_CENT_KIC_POS  koi_comment_CENT_NOFITS  koi_comment_CENT_RESOLVED_OFFSET  koi_comment_CENT_SATURATED  koi_comment_CENT_UNCERTAIN  koi_comment_CENT_UNRESOLVED_OFFSET  koi_comment_CLEAR_APO  koi_comment_CROWDED_DIFF  koi_comment_DEEP_V_SHAPED  koi_comment_DEPTH_ODDEVEN_ALT  koi_comment_DEPTH_ODDEVEN_DV  koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_EPHEM_MATCH  koi_comment_EYEBALL  koi_comment_FIT_FAILED  koi_comment_HALO_GHOST  koi_comment_HAS_SEC_TCE  koi_comment_INCONSISTENT_TRANS  koi_comment_INDIV_TRANS_CHASES  koi_comment_INDIV_TRANS_CHASES_MARSHALL  koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE  koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_CHASES_SKYE  koi_comment_INDIV_TRANS_MARSHALL  koi_comment_INDIV_TRANS_MARSHALL_SKYE  koi_comment_INDIV_TRANS_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_RUBBLE  koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_SKYE  koi_comment_INDIV_TRANS_SKYE_ZUMA  koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_ZUMA  koi_comment_INVERT_DIFF  koi_comment_IS_SEC_TCE  koi_comment_KIC_OFFSET  koi_comment_LPP_ALT  koi_comment_LPP_ALT_TOO_HIGH  koi_comment_LPP_DV  koi_comment_LPP_DV_TOO_HIGH  koi_comment_MARSHALL_FAIL  koi_comment_MOD_NONUNIQ_ALT  koi_comment_MOD_NONUNIQ_DV  koi_comment_MOD_ODDEVEN_ALT  koi_comment_MOD_ODDEVEN_DV  koi_comment_MOD_POS_ALT  koi_comment_MOD_POS_DV  koi_comment_MOD_SEC_ALT  koi_comment_MOD_SEC_DV  koi_comment_MOD_TER_ALT  koi_comment_MOD_TER_DV  koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH  koi_comment_PARENT_IS_002305372-pri  koi_comment_PARENT_IS_002449084-pri  koi_comment_PARENT_IS_003352751-pri  koi_comment_PARENT_IS_003858884-01  koi_comment_PARENT_IS_004482641-01  koi_comment_PARENT_IS_005024292-01  koi_comment_PARENT_IS_005036538-01  koi_comment_PARENT_IS_005343976-pri  koi_comment_PARENT_IS_005471619-pri  koi_comment_PARENT_IS_005513861-pri  koi_comment_PARENT_IS_006367628-pri  koi_comment_PARENT_IS_007258889-pri  koi_comment_PARENT_IS_007598128-pri  koi_comment_PARENT_IS_008265951-pri  koi_comment_PARENT_IS_008380743-pri  koi_comment_PARENT_IS_009541127-pri  koi_comment_PARENT_IS_009777062-01  koi_comment_PARENT_IS_010485137-pri  koi_comment_PARENT_IS_010858720-pri  koi_comment_PARENT_IS_012004679-pri  koi_comment_PARENT_IS_3597.01  koi_comment_PARENT_IS_3895.01  koi_comment_PARENT_IS_4673.01  koi_comment_PARENT_IS_489.01  koi_comment_PARENT_IS_5335.01  koi_comment_PARENT_IS_970.01  koi_comment_PARENT_IS_FL-Lyr-pri  koi_comment_PARENT_IS_RR-Lyr-pri  koi_comment_PARENT_IS_UZ-Lyr-pri  koi_comment_PARENT_IS_V2277-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-sec  koi_comment_PARENT_IS_V850-Cyg-pri  koi_comment_PERIOD_ALIAS_ALT  koi_comment_PERIOD_ALIAS_DV  koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1  koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1  koi_comment_PLANET_IN_STAR  koi_comment_PLANET_OCCULT_ALT  koi_comment_PLANET_OCCULT_DV  koi_comment_PLANET_PERIOD_IS_HALF_ALT  koi_comment_PLANET_PERIOD_IS_HALF_DV  koi_comment_RESIDUAL_TCE  koi_comment_RESID_OF_PREV_TCE  koi_comment_SAME_NTL_PERIOD  koi_comment_SAME_P_AS_PREV_NTL_TCE  koi_comment_SATURATED  koi_comment_SEASONAL_DEPTH_ALT  koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT  koi_comment_SEASONAL_DEPTH_DV  koi_comment_SIGNIF_OFFSET  koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT  koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT  koi_comment_SWEET_EB  koi_comment_SWEET_NTL  koi_comment_TOO_FEW_CENTROIDS  koi_comment_TOO_FEW_QUARTERS  koi_comment_TRANSITS_NOT_CONSISTENT  koi_comment_TRANS_GAPPED\n",
       "0     CONFIRMED       1.000      0              0              0              0              9.488036    170.538750   2455003.539  0.146       2.95750       615.8      0.022344  3.20796   2.26      0.0853   89.66     793.0    93.59      24.810   0.4603          0.2291          5.135849          28.470820        35.8           2          142.0             1.0               5455.0     4.467      0.14      0.927     0.919      291.93423  48.141651  15.890    15.270    15.114    15.006    14.082    13.751    13.648    19.462294    48.141910     0.430         0.940         -0.000200     -0.000550       0.002            -0.010          0.200           0.200           0.080          0.310           0.320           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "1     CONFIRMED       0.969      0              0              0              0              54.418383   162.513840   2454995.514  0.586       4.50700       874.8      0.027954  3.02368   2.83      0.2734   89.57     443.0    9.11       77.900   0.4603          0.2291          7.027669          20.109507        25.8           2          25.0              2.0               5455.0     4.467      0.14      0.927     0.919      291.93423  48.141651  15.890    15.270    15.114    15.006    14.082    13.751    13.648    19.462265    48.141990    -0.630         1.230          0.000660     -0.001050       0.003             0.390          0.000           0.390           0.490          0.120           0.500           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "2     CANDIDATE       0.000      0              0              0              0              19.899140   175.850252   2455008.850  0.969       1.78220       10829.0    0.154046  7.29555   14.60     0.1419   88.96     638.0    39.30      53.500   0.3858          0.2711          37.159767         187.449100       76.3           1          56.0              1.0               5853.0     4.544     -0.18      0.868     0.961      297.00482  48.134129  15.943    15.390    15.220    15.166    14.254    13.900    13.826    19.800321    48.134120    -0.021        -0.038          0.000700      0.000600       0.278            -0.025         -0.034           0.042           0.002         -0.027           0.027           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         1                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "3     FALSE POSITIVE  0.000      0              1              0              0              1.736952    170.307565   2455003.308  1.276       2.40641       8079.2     0.387394  0.22080   33.46     0.0267   67.09     1395.0   891.96     3.278    0.3556          0.2865          39.066550         541.895100       505.6          1          621.0             1.0               5805.0     4.564     -0.52      0.791     0.836      285.53461  48.285210  16.100    15.554    15.382    15.266    14.326    13.911    13.809    19.035638    48.285210    -0.111         0.002          0.003020     -0.001420       0.000            -0.249          0.147           0.289          -0.257          0.099           0.276           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         1                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           1                            1                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "...              ...    ...     ..             ..             ..             ..                   ...           ...           ...    ...           ...          ...          ...      ...     ...        ...     ...        ...      ...       ...       ...             ...                ...                ...         ...         ..            ...             ...                  ...       ...       ...        ...       ...            ...        ...     ...       ...       ...       ...       ...       ...       ...          ...          ...       ...           ...               ...           ...         ...               ...            ...             ...             ...            ...             ...          ..                            ..                                       ..                                                                ..                                             ..                                             ..                                         ..                                     ..                        ..                          ..                         ..                        ..                       ..                                ..                          ..                          ..                                  ..                     ..                        ..                         ..                             ..                            ..                                            ..                                        ..                       ..                   ..                      ..                      ..                       ..                              ..                              ..                                       ..                                            ..                                            ..                                   ..                                ..                                     ..                                     ..                              ..                                            ..                                   ..                                        ..                                                ..                            ..                                 ..                                         ..                            ..                       ..                      ..                      ..                   ..                            ..                  ..                           ..                         ..                           ..                          ..                           ..                          ..                       ..                      ..                       ..                      ..                       ..                      ..                                               ..                                   ..                                   ..                                   ..                                  ..                                  ..                                  ..                                  ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                   ..                                  ..                                   ..                                   ..                                   ..                             ..                             ..                             ..                            ..                             ..                            ..                                ..                                ..                                ..                                   ..                                  ..                                  ..                                  ..                            ..                           ..                                                ..                                               ..                          ..                             ..                            ..                                     ..                                    ..                        ..                             ..                           ..                                  ..                     ..                              ..                                       ..                             ..                         ..                                      ..                                     ..                    ..                     ..                             ..                            ..                                   ..                       \n",
       "9560  CANDIDATE       0.497      0              0              0              0              1.739849    133.001270   2454966.001  0.043       3.11400       48.5       0.006379  0.50770   0.72      0.0290   89.42     1608.0   1585.81    4.331    0.3588          0.2868          3.841146          8.569540         10.6           1          766.0             1.0               6119.0     4.444     -0.04      1.031     1.075      286.50937  47.163219  15.189    14.687    14.571    14.484    13.641    13.339    13.261    19.100625    47.163770     0.100         2.000         -0.000018     -0.000074       0.089             0.740         -0.250           0.780           0.500         -0.180           0.530           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "9561  FALSE POSITIVE  0.021      0              0              1              0              0.681402    132.181750   2454965.182  0.147       0.86500       103.6      0.009444  8.97692   1.07      0.0157   88.60     2218.0   5713.41    6.040    0.3239          0.3029          3.748643          9.653322         12.3           1          1969.0            1.0               6173.0     4.447     -0.04      1.041     1.104      294.16489  47.176281  15.853    15.347    15.185    15.158    14.220    13.913    13.844    19.611187    47.174720     7.200        -5.600         -0.000720      0.000500       0.000             3.410         -3.650           5.000           3.380         -3.890           5.160           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        1                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "9562  CANDIDATE       0.092      0              0              0              0              333.486169  153.615010   2454986.615  0.214       3.19900       639.1      0.022590  85.88623  19.30     1.2233   89.98     557.0    22.68      796.000  0.5559          0.1697          5.252939          7.240365         14.0           1          3.0               1.0               4989.0     2.992      0.07      7.824     2.190      296.76288  47.145142  11.733    10.880    10.682    10.578    9.501     9.027     8.921     19.784200    47.145142     0.310         0.010         -0.000290     -0.000100       0.052             1.061          1.320           1.690           1.450          1.370           2.000           1                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 1                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "9563  FALSE POSITIVE  0.000      0              0              1              1              4.856035    135.993300   2454968.993  0.134       3.07800       76.7       0.008076  1.40645   1.05      0.0606   89.36     1266.0   607.42     12.060   0.2998          0.3138          3.253128          7.167940         8.2            1          218.0             1.0               6469.0     4.385      0.07      1.193     1.260      297.00977  47.121021  15.210    14.781    14.662    14.647    13.830    13.522    13.512    19.800732    47.123490     2.900         8.900         -0.000230     -0.000700       0.000             1.020          3.300           3.400           0.960          3.400           3.500           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        1                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         1                        0                    0                       1                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "\n",
       "[9564 rows x 179 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ml_dataset = (\n",
    "    onehot_dataset\n",
    "        .drop(columns=[\n",
    "            'kepid','kepoi_star','kepoi_name','kepler_name','koi_pdisposition','koi_comment','koi_quarters','koi_sparprov',\n",
    "            'koi_kepmag', 'koi_fittype', 'koi_tce_delivname',  # unencoded categorical columns\n",
    "        ], errors='ignore')        \n",
    "        .reset_index()    \n",
    "        .drop(columns=['kepoi_name'])        \n",
    ")\n",
    "ml_dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "CategoricalDtype(categories=['CANDIDATE', 'CONFIRMED', 'FALSE POSITIVE'], ordered=False)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ml_dataset.dtypes.koi_disposition  # fastai uses dtype to imply categorization (int, Categorical) vs regression (float)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Define fastai ML model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "valid_idx  = random.sample( ml_dataset.index.tolist(), len(ml_dataset)//5 )\n",
    "cat_names  = ml_dataset['koi_disposition'].unique().tolist()\n",
    "cont_names = _(ml_dataset.columns.tolist()).without('koi_disposition').value()  # important to exclude Y from X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# DOCS: https://docs.fast.ai/tabular.data.html#TabularDataBunch.from_df\n",
    "databunch = TabularDataBunch.from_df(\n",
    "    path='', \n",
    "    df=ml_dataset,\n",
    "    test_df=onehot_dataset,\n",
    "    dep_var='koi_disposition', \n",
    "    valid_idx=valid_idx,\n",
    "    procs=[FillMissing, Categorify], \n",
    "#     cat_names=cat_names,\n",
    "    cont_names=cont_names,    \n",
    ")\n",
    "assert( 'koi_disposition' not in databunch.train_ds.cont_names )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# learn.load('disposition_full')  # load previously saved model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# DOCS: https://docs.fast.ai/tabular.data.html#tabular_learner\n",
    "learn = tabular_learner(\n",
    "    data=databunch, \n",
    "    layers=[200, 200, 100, 100, 50, 50],\n",
    "    metrics=[accuracy],                           \n",
    "    wd=0.1,\n",
    "    emb_drop=0.5,\n",
    ")\n",
    "# learn  # very verbose output"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Train Model"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use the learning rate finder, and pick a point on the main downward slope. A little experimention was required to obtain super-convergence without divergence."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LR Finder is complete, type {learner_name}.recorder.plot() to see the graph.\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYIAAAEGCAYAAABo25JHAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3dd3hUZd7/8fc3mTTSgCSE3jtISyji2teKK7qIFRXrqo/uqquu/nR3fdDdta67drGLil2XtWHDVR6lBOk99CIQegik378/ZlwjJpCEnJxM5vO6rrmYOefMnO/NZOYz59zn3Mecc4iISOSK8rsAERHxl4JARCTCKQhERCKcgkBEJMIpCEREIlzA7wJqKj093XXs2NHvMkREwsqsWbO2OucyKpsXdkHQsWNHcnJy/C5DRCSsmNmaquZp15CISIRTEIiIRDgFgYhIhFMQiIhEOAWBiEiEUxCIiEQ4BYGISIQLu/MI5MBKysr5cP73bNi5j7TEWJo1iSUtKZaeLVNIjNPbLSI/p2+GRqK4tJy3v1vP41/msm77vp/NT4oLMGpQG8YM60C3zGQANu8u5D/L8pi5ajtJ8QE6piXSPq0JXdKTaJ/WpL6bICI+URDUgeLSctZsK6BlajzJ8TH1vv4P53/P3e8vYuOuQvq3TeXOX/Xh8C5p7NhbwvY9xWzJL+SDed8zccY6Xvx2DdkdmpFfWMrSzfkANGsSQ2FJOftKyv77msf2yOD2Eb3p2iKp3tsjIvXLwu0KZdnZ2a4+hphYmbeHzxZvJi+/KHjbU0RpmSM5PoaUhAAp8TFsKyhm6abdrMwroLTcER8TxYjDWnPO4HYM7tgMM/O8zlenr+X29+bTt3UqN53Ug6O6pVe53u0FxbyZs453vttAWlIsR3XP4KhuGfRqFdxCyNtTxNpte5m+ajtPfrmCvSVlXDisA787vhvNEmM9b4uIeMfMZjnnsiudpyD4uSlLtnDdxNnsKSolLhBFi5Q4MpLiCERHkV9Yyu59JeQXlpCSEEPPlsl0z0ymS0YSs9buYNKcjewpKqVzeiLZHZvRpmkT2jZLoENaEwa1b0ZUVM3Dobzc4YDo/Z774jer+fOkhRzbI4MnxmQRHxNdR/8DsG1PEQ99toxXp68lKS7AZb/ozNgjOpKaUP9bPCJy6BQE+9m5t5hx/17EV8vzGDWoLVcc1Zn0pDicc7zwzWruen8RvVql8OSYLNo2S6jRL/u9xaV8OH8T785ez/LNe9iSX/TfeSMOa8U/zh1ATHTVB2vtKy7jma9X8u7sDewuLKWgqJR9JWUkxERzVPd0TurTkuN7ZvJGzjr+8uFiTuydySPnDyQuUHchUNHSTfncP3kJny3eQnJcgIuHd+SyX3TSFoJImFEQVPDZos3c9u58dhQUM6xzGt+s2EpsIIoLhnagsKSMV6av5YTemfzjnAF1cpRNYUkZ3+8q5P25G3nw02Wc0DuTRyv54i4vd0yau5F7P17C97sKObJbOu2aNyExNpomsQG2FRTx6aLNbN5dRHSUUVbuGNGvFf8458DBUlcWbtzFo1/k8tGCTQDERkcRFxNFXCCazJQ4xg7vyBkD2xy0FudcvewyE5GfUhAAu/aW8L/vL+Sd7zbQs2UyD4zuT982qazI28NjU3J5b/YGyh385qjO3HJyz5/thqkLL327mj/9ayFHd8/gqQuDu3Ly8ov4YslmXp2xjrnrdnJYm1TuGNGLoZ3Tfvb88nLHvA27mLxwE4mx0Vx1dBcC9RACFS3bnM/HCzaxt7iMotIyikrL+W7NDpZsyqdN0wR+c3Rnju+VybJN+SzcuIuFG3ezfsc+du0rYXdhCbv3ldA9M5mbT+rBcT1bKBRE6omCAHhv9gZ+/+Zc/ueYLlx7XDdiAz/9Al29tYANO/dxRNf0uiq1Uq/NWMtt786nX9umRBvMXrcT56Bd8wR+d3x3fj2wTa36EfzknGPK0i08+kUu363d+ZN5HdKa0DEtkaZNYkiJjyEpPsDHCzaxamsBgzs249ZTepLVoblPlYtEDgUBwS+rVVsL6Jzh/+GQ785ezx/fW0jnjER+2SuTX/bKpFer5LD/deycY/qq7SzdlE/Plsn0ap1CSiWH05aUlfP6zHX88/Pl5OUXkZYYS2wgithAFHGBKE7p24prju3iWb+HSCRSEDRA2lce7Fh/dfpaVm4toKS0nJKycrbuKWZq7la6tUji3rP6Mah9M7/LFGkUDhQEOqHMJ5EeAgBNYgNcfmTnn02fsmQLt787n1FPfMPY4R25+pgutEiO96FCkcigLQJpkPYUlXLfx0t46ds1mMGAdk05oXcmJ/bOpEtGkoJUpIa0a0jC1vLQUUqfLNrM/A27AEhPimVg+2YMat+MwR2bkdWhfs7iFglnCgJpFL7ftY8pS/LIWbOd2Wt3smprAQD926Zy80k9OaJrmgJBpAoKAmmUthcU8+miTTz8eS4bdu7j8M5p3HxyD3Uwi1TiQEGgC9NI2GqeGMs5g9vzxU1Hc+everN8Sz6jnviG12as9bs0kbCiIJCwFxeIZuwRnfjPzcdydPcMbn1nPq9OVxiIVJeCQBqNxLgAT12YxXE9W/D/3p3PhGlr/C5JJCwoCKRRiQtE88SYQfyyVwv++N4Cnp26inDrBxOpbwoCaXTiAtE8fkEWJ/TO5K73F3HaI1OZvHCTAkGkCgoCaZRiA1E8ccEgHhzdn4KiUn4zYRanPjyVKUu3+F2aSIOjIJBGKxAdxaistnx249H8/ez+FJaUcdkLM/lSYSDyEwoCafQC0VH8elBbPvjtL+jRMoXrJs5mRd4ev8sSaTA8CwIze87MtpjZgirm9zSzb82syMxu8qoOkR80iQ3w9EVZxEZHccWLOezaV+J3SSINgpdbBC8AJx9g/nbgt8ADHtYg8hNtmzXhiTFZrN2+l+smzqasXB3IIp4FgXPuK4Jf9lXN3+KcmwnoZ5nUqyGdmnPXGX35alked05aqDCQiBcW1yMwsyuBKwHat2/vczXSGJw3pD0r8/bw9NerWL2tgH+cM4C0pDi/yxLxRVh0Fjvnxjvnsp1z2RkZGX6XI43E7SN6c++ow5i+ajunPTKV79bu8LskEV+ERRCIeOWcwe155+rhBKKNc576lokasE4ikIJAIl7fNqm8f+2RDO+Szm3vzOeV6RqjSCKLZ30EZjYROAZIN7P1wJ+BGADn3JNm1hLIAVKAcjO7HujtnNvtVU0iVUltEsP4i7K4asIsbn93AbHRUYzObud3WSL1wrMgcM6dd5D5m4C2Xq1fpKaCA9ZlccVLOdzy9jxiA1GMHNDG77JEPKddQyIVxMdEM/7CbIZ0bM6Nb8zl4wWb/C5JxHMKApH9JMRG89zYwRzWJpUbXp/D4u+1t1IaNwWBSCUS4wKMvzCLlIQAv5kwi517i/0uScQzCgKRKrRIieeJMVl8v2ufhqOQRk1BIHIAg9o3Y9zIvny9fCsPfLLU73JEPBEWQ0yI+Om8Ie2Zv2EXT3y5gm4tkvj1IB3sJo2LgkCkGv78q96syivg92/OZW9xGWOGdfC7JJE6o11DItUQF4jm+UsGc1yPFtzx3gIem5KrayBLo6EgEKmm+Jhonrwwi5EDWnP/5KXc89EShYE0Cto1JFIDMdFRPHT2AFLiY3jqq5XExURz4wnd/S5L5JAoCERqKCrKGDeyDwXFpTzyxXKGdmrOEV3T/S5LpNa0a0ikFsyMu8/oS5eMJH732hy25Bf6XZJIrSkIRGqpSWyAx84fxJ6iEm54fY5OOJOwpSAQOQQ9Wibzv6f34f9yt/H4lFy/yxGpFQWByCE6O7sdZwxozUOfLWPGqu1+lyNSYwoCkUNkZtx95mG0bdaEm96cS0FRqd8lidSIgkCkDiTFBXhgdH/W7djL3z5a7Hc5IjWiIBCpI0M6NeeyIzrx8rS1fL08z+9yRKpNQSBSh246qQddMhK55a157C4s8bsckWpREIjUofiYaB48ewCbdxcy7t+L/C5HpFoUBCJ1bEC7plxzTFfemrWeTxdt9rsckYNSEIh44LfHd6NXqxRue2ce2/YU+V2OyAEpCEQ8EBuI4u9n92f3vlJuf3eBRimVBk1BIOKRXq1SuPHE7ny8cBPvzdngdzkiVVIQiHjoiiM7k92hGX/610I27tzndzkilVIQiHgoOsp48Oz+lJU7bnlrHuUamE4aIAWBiMc6pCVyx4jeTM3dytNfr/S7HJGfURCI1IPzhrRjxGGtuG/yUnJWa2A6aVgUBCL1wMz426jDaNssgesmzmZ7QbHfJYn8l4JApJ6kxMfw2PmD2LanmBvfmKP+AmkwFAQi9ahvm1T+eFovvlyax1Nfqb9AGgYFgUg9GzOsAyP6teL+yUv4YomGoBD/KQhE6pmZcd+ofvRuncL/vDKbeet3+l2SRDgFgYgPEuMCPDd2MGlJsVz6wkzWbtvrd0kSwRQEIj5pkRzPC5cMoaTMMfb5GezQkUTiE8+CwMyeM7MtZragivlmZg+bWa6ZzTOzQV7VItJQdW2RxDMXZ7N+5z6ueCmHkrJyv0uSCOTlFsELwMkHmH8K0C10uxJ4wsNaRBqswR2b88Do/uSs2cGDnyzzuxyJQJ4FgXPuK+BAp1COBF5yQdOApmbWyqt6RBqy0/u35rwh7XjyPyt0vWOpd372EbQB1lV4vD40TSQi/em0PnRrkcQNr88lL18Xs5H6ExadxWZ2pZnlmFlOXp5+LUnjlBAbzSPnDyS/sITfvzlXZx5LvfEzCDYA7So8bhua9jPOufHOuWznXHZGRka9FCfih54tU7jjtN58tSyPZ6bqzGOpH34GwSTgotDRQ8OAXc65732sR6RBGDO0PSf1yeS+j5fy3dodfpcjEcDLw0cnAt8CPcxsvZldZmZXmdlVoUU+BFYCucDTwDVe1SISToJnHvenZWo81706m517dX6BeMvC7aLa2dnZLicnx+8yRDw3Z91ORj/5DUd3z+Dpi7IxM79LkjBmZrOcc9mVzQuLzmKRSDSgXVNuO6UXny3ewrNTV/ldjjRiCgKRBuySIzpyYu9M7vloifoLxDMKApEGzMy4/6xgf8H1r81hX3GZ3yVJI6QgEGngUpvEcN9Z/Vi7fS//+ExDUEjdUxCIhIHhXdI5d3A7nv56JQs27PK7HGlkFAQiYeK2U3qRlhTHLW/N0yilUqcUBCJhIrVJDHeN7MOi73frKCKpUwoCkTByct9WnNQnk4c+XcbqrQV+lyONhIJAJMyMG9mX2Ogobn5rLqXaRSR1QEEgEmYyU+K564y+zFy9g4e/yPW7HGkEFAQiYeiMgW0YNagtj3yxnG9WbPW7HAlzCgKRMDVuZB86pSVyw+tz2LZHF7KR2lMQiISpxLgAj5w/kB0FJdz05lzCbQBJaTgUBCJhrE/rVG4f0YspS/N45msdUiq1oyAQCXMXHd6Bk/pkcu/HS8hZvd3vciQMVSsIzKyLmcWF7h9jZr81s6beliYi1WFm3HdWf9o0S+DaV2ezVf0FUkPV3SJ4Gygzs67AeILXGn7Vs6pEpEZSE2J4/IJBbN9bzPWvzaFMF76XGqhuEJQ750qBM4FHnHM3A628K0tEaqpP61TuGtmHqblb+efny/0uR8JIdYOgxMzOAy4G3g9Ni/GmJBGprXMGt2d0VvD8gq+W5fldjoSJ6gbBJcDhwF+cc6vMrBMwwbuyRKS2xo3sS9eMJP7w9jx2F5b4XY6EgWoFgXNukXPut865iWbWDEh2zt3rcW0iUgsJsdHcP7o/m3cX8rcPF/tdjoSB6h419KWZpZhZc+A74Gkz+7u3pYlIbQ1o15QrjuzMxBnrmLpcQ1DIgVV311Cqc2438GvgJefcUOCX3pUlIofqhhO60zk9kT+8PY89RaV+lyMNWHWDIGBmrYCz+bGzWEQasPiYaO4f3Y+Nu/Zx70dL/C5HGrDqBsE4YDKwwjk308w6Azo+TaSBy+rQnEuGd2LCtDXMWKWzjqVy1e0sftM51885d3Xo8Urn3ChvSxORunDzST1onRrPuPcXUq4TzaQS1e0sbmtm75rZltDtbTNr63VxInLoEmKjufnkHizYsJt/zd3gdznSAFV319DzwCSgdej279A0EQkDI/u34bA2qdz/8VIKS8r8LkcamOoGQYZz7nnnXGno9gKQ4WFdIlKHoqKM20f0YuOuQp6dquGq5aeqGwTbzGyMmUWHbmOAbV4WJiJ1a1jnNE7oncnjU3LJy9cIpfKj6gbBpQQPHd0EfA+cBYz1qCYR8citp/SkqLScf3y2zO9SpAGp7lFDa5xzpzvnMpxzLZxzZwA6akgkzHTJSOKCoe2ZOGMtc9ft9LscaSAO5QplN9ZZFSJSb67/ZXdapSZw+Us5rN+x1+9ypAE4lCCwOqtCROpNs8RYXrhkMIUlZYx9fia79mqE0kh3KEGgM1NEwlS3zGSeujCLNdsK+M3LORSV6pDSSHbAIDCzfDPbXcktn+D5BCISpoZ3See+s/oxbeV2/vDWPJzTb7tIdcAgcM4lO+dSKrklO+cCB3txMzvZzJaaWa6Z3VrJ/A5m9rmZzQsNda2zlUXq0ZkD2/L7E7rz3pyNvJGzzu9yxCeHsmvogMwsGngMOAXoDZxnZr33W+wBgsNa9yM4sN3fvKpHRCr3P8d2ZWin5tz9wWI27y70uxzxgWdBAAwBckMD1BUDrwEj91umN/BF6P6USuaLiMeioox7RvWjuLScO95boF1EEcjLIGgDVNzWXB+aVtFcghe7ATgTSDaztP1fyMyuNLMcM8vJy9MFuUXqWqf0RG48oTufLtrMB/O/97scqWdeBkF13AQcbWazgaOBDcDPDl9wzo13zmU757IzMjTEkYgXLvtFJ/q1TeXP/1rIjoJiv8uReuRlEGwA2lV43DY07b+ccxudc792zg0Ebg9N0+mOIj4IREdx76h+7NpXwrj3F/ldjtQjL4NgJtDNzDqZWSxwLsGhrP/LzNLN7IcabgOe87AeETmIXq1SuOaYLrw7ewOTF27yuxypJ54FgXOuFLiW4CUuFwNvOOcWmtk4Mzs9tNgxwFIzWwZkAn/xqh4RqZ5rj+tG3zYp3PbOfLbk6yiiSGDhdoRAdna2y8nJ8bsMkUYtd0s+Ix6eyuFd0nh+7GDMNKJMuDOzWc657Mrm+d1ZLCINUNcWydx2Sk++XJrHy9PX+l2OeExBICKVuujwjhzZLZ2/fLCIFXl7/C5HPKQgEJFKRUUZD4zuT3xMNL97bTb7ijUwXWOlIBCRKmWmxHP/Wf1ZuHE317wyi5Kycr9LEg8oCETkgE7oncndZ/RlytI8bnlrHuXl4XWAiRzcQUcQFRG5YGgHtu8p5sFPl9E8MZY7RvTSkUSNiIJARKrl2uO6sq2gmGenriI9KY6rj+nid0lSRxQEIlItZsafTuvN9oJi7v14CS2S4xiVpUuINAYKAhGpth+OJNpWUMQf3p5HRnIcR3XXQJDhTp3FIlIjsYEonhiTRdcWSVz98iwWbNjld0lyiBQEIlJjKfExvHjpEFITYrjkhZms277X75LkECgIRKRWMlPiefHSIRSVlHHlhFmU6hyDsKUgEJFa65aZzL2j+rH4+928+O0av8uRWlIQiMghOblvS47qnsFDny5j824NWx2OFAQickjMjHGn96G4rJy/fLDY73KkFhQEInLIOqYnctXRXZg0dyPf5G71uxypIQWBiNSJa47pQrvmCfzxXwsoLlXHcThREIhInYiPiWbc6X1ZkVfA41/m+l2O1ICCQETqzLE9WzByQGv+8dlyXpmuo4jChYaYEJE6df9Z/ckvLOX2dxcQF4jmLI1H1OBpi0BE6lRsIIrHLxjEL7qmc8tbc5k0d6PfJclBKAhEpM7Fx0Qz/qIssjs254bX5/DJwk1+lyQHoCAQEU80iQ3w3NjB9G2TynUTZzN77Q6/S5IqKAhExDNJcQGevTibzJR4Ln8xhzXbCvwuSSqhIBART6UnxfHCJYMpc45Lnp/JjoJiv0uS/SgIRMRznTOSePqibNbv3MeVE3IoLCnzuySpQEEgIvVicMfmPDi6PzNX72DoXz/nD2/N4+vleRq+ugHQeQQiUm9+1b81aYmxvDlrPR/M/57Xc9aRlhjLvaP68cvemX6XF7EUBCJSr4Z3TWd413QKS8r4cmkej05ZztWvzOKpC7M4rqfCwA/aNSQivoiPiebkvi155fJh9GyZwlUTvuM/y/L8LisiKQhExFepCTFMuGwIXVskccVLOUxdrmGs65uCQER817RJLK9cPpTO6Ylc/tJMpq3c5ndJEUVBICINQrPEYBi0bdaEy1/MYd76nX6XFDEUBCLSYKQlxfHyZUNp2iSGi5+bwfLN+X6XFBEUBCLSoLRMjeeVy4cSEx3FBc9MZ+22vX6X1OgpCESkwemQlsiEy4ZSXFbOBc9OY9ueIr9LatQ8DQIzO9nMlppZrpndWsn89mY2xcxmm9k8MzvVy3pEJHz0aJnMC5cMYfPuIv7w9jycc36X1Gh5FgRmFg08BpwC9AbOM7Pe+y12B/CGc24gcC7wuFf1iEj4GdCuKbed0pPPFm/h5Wm69KVXvNwiGALkOudWOueKgdeAkfst44CU0P1UQJcyEpGfGDu8I8f0yODuDxazdJM6j73gZRC0AdZVeLw+NK2iO4ExZrYe+BC4rrIXMrMrzSzHzHLy8nTmoUgkMTMeGN2f5PgAv504WyOXesDvzuLzgBecc22BU4EJZvazmpxz451z2c657IyMjHovUkT8lZ4UxwOj+7N0cz5/+3Cx+gvqmJdBsAFoV+Fx29C0ii4D3gBwzn0LxAPpHtYkImHqmB4tuPSITrz47RrOGT9Nl76sQ14GwUygm5l1MrNYgp3Bk/ZbZi1wPICZ9SIYBNr3IyKVun1EL+46oy8r8/Zw5uPfcM0rs1i1VZe/PFSeBYFzrhS4FpgMLCZ4dNBCMxtnZqeHFvs9cIWZzQUmAmOdtvlEpArRUcaFwzrw5c3H8rvju/Hl0jxO/efXzFmn4SgOhYXb9252drbLycnxuwwRaQA27Srk7Ke+paColLevHk7H9ES/S2qwzGyWcy67snl+dxaLiNRay9R4XrhkMOXOMfb5GToDuZYUBCIS1jpnJPHMxYP5flchl72Yw75iHV5aUwoCEQl7WR2a8fB5A5m7fifXvvodRaUKg5pQEIhIo3BSn5bcfUZfPl+yhcu1ZVAjCgIRaTQuGNqB+87qx//lbuWi56azu7DE75LCgoJARBqVs7Pb8ch5g5i9dicXPD2d7QXFfpfU4CkIRKTRGdGvFU9flM2yzfmc9eQ3rNmmk84OREEgIo3SsT1bMOGyoWwvKObMx78hZ/V2v0tqsBQEItJoDenUnHevOYKmCTGc//R03pu9/3BnAgoCEWnkOqUn8s41wxnUoSnXvz6Hx6bk+l1Sg6MgEJFGr2mTWF66dChnDmzD/ZOX8uR/VvhdUoMS8LsAEZH6EBuI4oHR/SkpK+eej5aQEBPNxcM7+l1Wg6AgEJGIER1lPHTOAIpKy/nzpIXEx0RxzuD2fpflO+0aEpGIEhMdxaPnD+So7hnc+s58/jVHHcgKAhGJOHGBaJ4ak8XQTs258Y25fLxgk98l+UpBICIRKSE2mmcuHkz/tqlcN/E7pizd4ndJvlEQiEjESooL8PwlQ+jRMpmrJszimxVb/S7JFwoCEYloqQkxvHTpUDqkNeHyF3OYsSryzkBWEIhIxGueGMvLlw+lZWo8Fz47nc8Wbfa7pHqlIBARAVokx/Pmbw6nZ8tkfvPyLN6Yuc7vkuqNgkBEJCQtKY5XrxjG8C5p3PL2PB6bkotzzu+yPKcgEBGpIDEuwLMXD+aMAa25f/JS/v7pMl/rcc4xY9V2rn9tNpPmbvRkHTqzWERkP7GBKP5+9gDiAtE88kUuqQkxXH5k53qtYdfeEt7+bj2vzlhL7pY9JMcH6N+uqSfrUhCIiFQiKsr4668PI7+ohLs/WExKQgxnZ7fzfL0lZeVM+HYND322jPzCUga0a8p9Z/XjtH6taBLrzVe2gkBEpAo/jE2UX5jDrW/PIzUhhpP6tPRsfd+s2MqdkxaybPMejuqewS0n9aBvm1TP1vcDBYGIyAHEBaJ5ckwWY56dznWvzubwLmn0bJlMj5bJHNYmlW6ZyYe8Duccf/zXAl6etpZ2zRMYf2EWJ/TOxMzqoAUHpyAQETmIxLgAz48dzD0fLWHu+l18u2IbxWXlAFw4rAN3nNaLuEB0rV//if+s4OVpa7n0iE7ccnIP4mNq/1q1oSAQEamGpk1iuWdUPyC4H3/11gJen7mOZ6auYt76nTx2wSDaNmtS49f9bNFm7p+8lF/1b80fT+tVb1sBFenwURGRGoqJjqJbZjJ3nNabpy7MYmVeASMensqUJTUbuG7Z5nx+99ps+rZO5b5R/XwJAVAQiIgckpP6tOTf1/2C1k0TuOSFmdz4xhzy8osO+rwt+YVc/mIOTeICjL8oi4TY+t0dVJF2DYmIHKKO6Ym8e81wHvliOeO/WsmnCzfz+xO7M2ZYB1Zv28uMVduZuXo7yzbns6OgmO17iyksKSc2EMVrVw6jVWqCr/VbuJ0+nZ2d7XJycvwuQ0SkUivy9nDnpIV8vXwrcYEoikqDncrpSbH0bZNKelIczRNjadYklsO7pDHAo5PE9mdms5xz2ZXN0xaBiEgd6pKRxEuXDuGjBZuYmruVfm1SGdKpOZ3SE33rAzgYBYGISB0zM049rBWnHtbK71KqRZ3FIiIRTkEgIhLhPA0CMzvZzJaaWa6Z3VrJ/IfMbE7otszMdnpZj4iI/JxnfQRmFg08BpwArAdmmtkk59yiH5Zxzt1QYfnrgIFe1SMiIpXzcotgCJDrnFvpnCsGXgNGHmD584CJHtYjIiKV8DII2gAVL/q5PjTtZ8ysA9AJ+KKK+VeaWY6Z5eTl5dV5oSIikayhdBafC7zlnCurbKZzbrxzLts5l52RkVHPpYmING5eBsEGoOLlfNqGplXmXLRbSETEF54NMWFmAWAZcDzBAJgJnO+cW7jfcj2Bj4FOrhrFmFkesKaSWanArlo8rjj9h/vpwNaD1VKF/ddTk/k1acPB7uLLrkQAAAgQSURBVPvRhsqm17QNFafVtg0Hq/9Ay0RCG6rTnvr4OzrQMvos/PR+XbShg3Ou8l0qzjnPbsCpBMNgBXB7aNo44PQKy9wJ3FMH6xpfm8cVp1eYllNXddRkfk3acLD7frShsuk1bcN+02rVhoPVH+ltqE576uPvqCZtiMTPQn2+D54OMeGc+xD4cL9pf9rv8Z11tLp/1/Lxvw+wTF3UUZP5NWlDde7XVm3bUNn0mrahPuo/0DKR0IbqtKehtSESPwvVWX91HPQ1wm700fpgZjmuilH6woXa0DCEexvCvX5QG6qjoRw11NCM97uAOqA2NAzh3oZwrx/UhoPSFoGISITTFoGISIRTEIiIRLhGHwRm9pyZbTGzBbV4bpaZzQ+NnvqwVbi8kJldZ2ZLzGyhmd1Xt1X/rI46b4OZ3WlmGyqM/npq3Vf+kzo8eR9C839vZs7M0uuu4p/V4MV7cJeZzQv9/39iZq3rvvKf1OFFG+4PfQ7mmdm7ZubpdRc9asPo0Oe43Mw86ZA9lLqreL2LzWx56HZxhekH/KxUqbbHpobLDTgKGAQsqMVzZwDDAAM+Ak4JTT8W+AyICz1uEYZtuBO4KZzfh9C8dsBkgicZpodT/UBKhWV+CzwZbu8BcCIQCN2/F7g3DNvQC+gBfAlkN6S6QzV13G9ac2Bl6N9mofvNDtTGg90a/RaBc+4rYHvFaWbWxcw+NrNZZvZ16Oxm9lumFcEP6jQX/B9+CTgjNPtqgifBFYXWsSUM21CvPGzDQ8AtgKdHPXhRv3Nud4VFEwnPNnzinCsNLTqN4FAy4daGxc65pQ2x7iqcBHzqnNvunNsBfAqcfCif90YfBFUYD1znnMsCbgIer2SZNgRHTP1BxdFTuwNHmtl0M/uPmQ32tNrKHWobAK4NbdI/Z2bNvCu1SofUBjMbCWxwzs31utAqHPJ7YGZ/MbN1wAXAn6h/dfF39INLCf4KrW912Yb6VJ26K1PVyM61bmPEXbzezJKA4cCbFXafxdXwZQIEN8uGAYOBN8yscyiFPVdHbXgCuIvgr9C7gAcJfpDrxaG2wcyaAP+P4K6JeldH7wHOuduB283sNuBa4M91VuRB1FUbQq91O1AKvFI31VV7vXXWhvp0oLrN7BLgd6FpXYEPzawYWOWcO9OLeiIuCAhuBe10zg2oONGCV1SbFXo4ieAXZcXN3Iqjp64H3gl98c8ws3KCg0LV18USDrkNzrnNFZ73NPC+lwVX4lDb0IXgNSzmhj5IbYHvzGyIc26Tx7VD3fwdVfQKweFY6i0IqKM2mNlY4DTg+Pr6MVRBXb8P9aXSugGcc88DzwOY2ZfAWOfc6gqLbACOqfC4LcG+hA3Uto1edIw0tBvQkQqdNMA3wOjQfQP6V/G8/TteTg1NvwoYF7rfneBmmoVZG1pVWOYG4LVwex/2W2Y1HnYWe/QedKuwzHUEr8kRVu8BcDKwCMjwunav/47wsLO4tnVTdWfxKoIdxc1C95tXp41V1lZfb55fN4LXOfgeKCH4S/4ygr8kPwbmhv6I/1TFc7OBBQRHT32UH8/EjgVeDs37DjguDNswAZgPzCP4i6lVuLVhv2VW4+1RQ168B2+Hps8jODBYm3B7D4Bcgj+E5oRuXh/55EUbzgy9VhGwGZjcUOqmkiAITb809H+fC1xSk89KZTcNMSEiEuEi9aghEREJURCIiEQ4BYGISIRTEIiIRDgFgYhIhFMQSKNgZnvqeX3PmFnvOnqtMguOQLrAzP59sBE8zaypmV1TF+sWAV2hTBoJM9vjnEuqw9cLuB8HU/NUxdrN7EVgmXPuLwdYviPwvnOub33UJ42ftgik0TKzDDN728xmhm5HhKYPMbNvzWy2mX1jZj1C08ea2SQz+wL43MyOMbMvzewtC465/8oP47uHpmeH7u8JDR4318ymmVlmaHqX0OP5ZnZ3NbdavuXHQfWSzOxzM/su9BojQ8vcA3QJbUXcH1r25lAb55nZ/9bhf6NEAAWBNGb/BB5yzg0GRgHPhKYvAY50zg0kOOLnXys8ZxBwlnPu6NDjgcD1QG+gM3BEJetJBKY55/oDXwFXVFj/P51zh/HTUSErFRof53iCZ3oDFAJnOucGEbwGxoOhILoVWOGcG+Ccu9nMTgS6AUOAAUCWmR11sPWJ/CASB52TyPFLoHeF0R1TQqM+pgIvmlk3gqOvxlR4zqfOuYrjxs9wzq0HMLM5BMeLmbrfeor5cdC+WcAJofuH8+N48K8CD1RRZ0LotdsAiwmOLw/B8WL+GvpSLw/Nz6zk+SeGbrNDj5MIBsNXVaxP5CcUBNKYRQHDnHOFFSea2aPAFOfcmaH97V9WmF2w32sUVbhfRuWfmRL3Y2dbVcscyD7n3IDQ0NqTgf8BHiZ4jYIMIMs5V2Jmq4H4Sp5vwN+cc0/VcL0igHYNSeP2CcFRPQEwsx+G/E3lx+F5x3q4/mkEd0kBnHuwhZ1zewlesvL3ZhYgWOeWUAgcC3QILZoPJFd46mTg0tDWDmbWxsxa1FEbJAIoCKSxaGJm6yvcbiT4pZod6kBdRHD4cID7gL+Z2Wy83Sq+HrjRzOYRvMDIroM9wTk3m+BopOcRvEZBtpnNBy4i2LeBc24b8H+hw03vd859QnDX07ehZd/ip0EhckA6fFTEI6FdPfucc87MzgXOc86NPNjzROqb+ghEvJMFPBo60mcn9XgpUJGa0BaBiEiEUx+BiEiEUxCIiEQ4BYGISIRTEIiIRDgFgYhIhPv/kHyIOLVqRzMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "learn.lr_find()\n",
    "learn.recorder.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: left;\">\n",
       "      <th>epoch</th>\n",
       "      <th>train_loss</th>\n",
       "      <th>valid_loss</th>\n",
       "      <th>accuracy</th>\n",
       "      <th>time</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0.516165</td>\n",
       "      <td>0.569104</td>\n",
       "      <td>0.812761</td>\n",
       "      <td>00:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>1</td>\n",
       "      <td>0.339800</td>\n",
       "      <td>0.681641</td>\n",
       "      <td>0.836297</td>\n",
       "      <td>00:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>2</td>\n",
       "      <td>0.273095</td>\n",
       "      <td>0.365272</td>\n",
       "      <td>0.855649</td>\n",
       "      <td>00:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>3</td>\n",
       "      <td>0.251879</td>\n",
       "      <td>0.386477</td>\n",
       "      <td>0.870816</td>\n",
       "      <td>00:10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>4</td>\n",
       "      <td>0.221926</td>\n",
       "      <td>0.385040</td>\n",
       "      <td>0.867678</td>\n",
       "      <td>00:10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# learn.fit_one_cycle(20, 1e-3)  # [200, 200, 100, 100, 50, 50] wd=0.2 emb_drop=0.5  |  0.167876\t0.441800\t0.884881\t00:09\n",
    "learn.fit_one_cycle(5, 1e-3)     # [200, 200, 100, 100, 50, 50] wd=0.2 emb_drop=0.5  |  0.221434\t0.299916\t0.884414\t00:09"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "NOTE: it is important that the validation error continues to follow a general downward trend without diverging either upwards or too far from the training error. \n",
    "\n",
    "There is some overfitting here, but the overall result is reasonable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "learn.recorder.plot_losses()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "learn.recorder.plot_lr(show_moms=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "learn.recorder.plot_metrics()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LR Finder is complete, type {learner_name}.recorder.plot() to see the graph.\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "learn.lr_find()\n",
    "learn.recorder.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: left;\">\n",
       "      <th>epoch</th>\n",
       "      <th>train_loss</th>\n",
       "      <th>valid_loss</th>\n",
       "      <th>accuracy</th>\n",
       "      <th>time</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>0</td>\n",
       "      <td>0.216624</td>\n",
       "      <td>0.408072</td>\n",
       "      <td>0.874477</td>\n",
       "      <td>00:10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "learn.fit_one_cycle(1, 2e-6)  # continue manual training loop with lr_find()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "# learn.load('disposition_full')\n",
    "# learn.save('disposition_full')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "### This method is horrendously slow \n",
    "# predictions = [ learn.predict(row)[0] for row in datalist ]  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate Predictions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "def label_predict(learn, preds):\n",
    "    return [ learn.data.classes[np.argmax(pred)] for pred in preds ]\n",
    "\n",
    "# HACK: Inject onehot_dataset in df_test, as learn.get_preds() is very much faster than learn.predict(row)[0]\n",
    "predict, _     = learn.get_preds(ds_type=DatasetType.Test)\n",
    "predict_labels = label_predict(learn, predict)\n",
    "assert len(predict) == len(onehot_dataset)\n",
    "\n",
    "onehot_dataset.drop('predict', axis=1, errors='ignore', inplace=True)\n",
    "onehot_dataset.insert(1, 'predict', predict_labels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy: 89.6%\n",
      "\n",
      "----------\n",
      "\n",
      "Confusion Matrix\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "predict         koi_disposition\n",
       "CANDIDATE       CANDIDATE          1851\n",
       "                CONFIRMED          371 \n",
       "                FALSE POSITIVE     15  \n",
       "CONFIRMED       CANDIDATE          525 \n",
       "                CONFIRMED          1921\n",
       "                FALSE POSITIVE     29  \n",
       "FALSE POSITIVE  CANDIDATE          44  \n",
       "                CONFIRMED          11  \n",
       "                FALSE POSITIVE     4797\n",
       "dtype: int64"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "----------\n",
      "\n",
      "Examples of each combination of true positive and false negative\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>kepler_name</th>\n",
       "      <th>predict</th>\n",
       "      <th>koi_disposition</th>\n",
       "      <th>koi_pdisposition</th>\n",
       "      <th>koi_score</th>\n",
       "      <th>koi_fpflag_nt</th>\n",
       "      <th>koi_fpflag_ss</th>\n",
       "      <th>koi_fpflag_co</th>\n",
       "      <th>koi_fpflag_ec</th>\n",
       "      <th>koi_comment</th>\n",
       "      <th>koi_period</th>\n",
       "      <th>koi_time0bk</th>\n",
       "      <th>koi_time0</th>\n",
       "      <th>koi_impact</th>\n",
       "      <th>koi_duration</th>\n",
       "      <th>koi_depth</th>\n",
       "      <th>koi_ror</th>\n",
       "      <th>koi_srho</th>\n",
       "      <th>koi_fittype</th>\n",
       "      <th>koi_prad</th>\n",
       "      <th>koi_sma</th>\n",
       "      <th>koi_incl</th>\n",
       "      <th>koi_teq</th>\n",
       "      <th>koi_insol</th>\n",
       "      <th>koi_dor</th>\n",
       "      <th>koi_ldm_coeff1</th>\n",
       "      <th>koi_ldm_coeff2</th>\n",
       "      <th>koi_max_sngle_ev</th>\n",
       "      <th>koi_max_mult_ev</th>\n",
       "      <th>koi_model_snr</th>\n",
       "      <th>koi_count</th>\n",
       "      <th>koi_num_transits</th>\n",
       "      <th>koi_tce_plnt_num</th>\n",
       "      <th>koi_tce_delivname</th>\n",
       "      <th>koi_quarters</th>\n",
       "      <th>koi_steff</th>\n",
       "      <th>koi_slogg</th>\n",
       "      <th>koi_smet</th>\n",
       "      <th>koi_srad</th>\n",
       "      <th>koi_smass</th>\n",
       "      <th>koi_sparprov</th>\n",
       "      <th>ra</th>\n",
       "      <th>dec</th>\n",
       "      <th>koi_kepmag</th>\n",
       "      <th>koi_gmag</th>\n",
       "      <th>koi_rmag</th>\n",
       "      <th>koi_imag</th>\n",
       "      <th>koi_zmag</th>\n",
       "      <th>koi_jmag</th>\n",
       "      <th>koi_hmag</th>\n",
       "      <th>koi_kmag</th>\n",
       "      <th>koi_fwm_sra</th>\n",
       "      <th>koi_fwm_sdec</th>\n",
       "      <th>koi_fwm_srao</th>\n",
       "      <th>koi_fwm_sdeco</th>\n",
       "      <th>koi_fwm_prao</th>\n",
       "      <th>koi_fwm_pdeco</th>\n",
       "      <th>koi_fwm_stat_sig</th>\n",
       "      <th>koi_dicco_mra</th>\n",
       "      <th>koi_dicco_mdec</th>\n",
       "      <th>koi_dicco_msky</th>\n",
       "      <th>koi_dikco_mra</th>\n",
       "      <th>koi_dikco_mdec</th>\n",
       "      <th>koi_dikco_msky</th>\n",
       "      <th>koi_comment_ALL_TRANS_CHASES</th>\n",
       "      <th>koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL</th>\n",
       "      <th>koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_CENTROID_SIGNIF_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_CROWDED</th>\n",
       "      <th>koi_comment_CENT_FEW_DIFFS</th>\n",
       "      <th>koi_comment_CENT_FEW_MEAS</th>\n",
       "      <th>koi_comment_CENT_KIC_POS</th>\n",
       "      <th>koi_comment_CENT_NOFITS</th>\n",
       "      <th>koi_comment_CENT_RESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CENT_SATURATED</th>\n",
       "      <th>koi_comment_CENT_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_UNRESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CLEAR_APO</th>\n",
       "      <th>koi_comment_CROWDED_DIFF</th>\n",
       "      <th>koi_comment_DEEP_V_SHAPED</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_EPHEM_MATCH</th>\n",
       "      <th>koi_comment_EYEBALL</th>\n",
       "      <th>koi_comment_FIT_FAILED</th>\n",
       "      <th>koi_comment_HALO_GHOST</th>\n",
       "      <th>koi_comment_HAS_SEC_TCE</th>\n",
       "      <th>koi_comment_INCONSISTENT_TRANS</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_ZUMA</th>\n",
       "      <th>koi_comment_INVERT_DIFF</th>\n",
       "      <th>koi_comment_IS_SEC_TCE</th>\n",
       "      <th>koi_comment_KIC_OFFSET</th>\n",
       "      <th>koi_comment_LPP_ALT</th>\n",
       "      <th>koi_comment_LPP_ALT_TOO_HIGH</th>\n",
       "      <th>koi_comment_LPP_DV</th>\n",
       "      <th>koi_comment_LPP_DV_TOO_HIGH</th>\n",
       "      <th>koi_comment_MARSHALL_FAIL</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_ALT</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_DV</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_MOD_POS_ALT</th>\n",
       "      <th>koi_comment_MOD_POS_DV</th>\n",
       "      <th>koi_comment_MOD_SEC_ALT</th>\n",
       "      <th>koi_comment_MOD_SEC_DV</th>\n",
       "      <th>koi_comment_MOD_TER_ALT</th>\n",
       "      <th>koi_comment_MOD_TER_DV</th>\n",
       "      <th>koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH</th>\n",
       "      <th>koi_comment_PARENT_IS_002305372-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_002449084-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003352751-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003858884-01</th>\n",
       "      <th>koi_comment_PARENT_IS_004482641-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005024292-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005036538-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005343976-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005471619-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005513861-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_006367628-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007258889-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007598128-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008265951-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008380743-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009541127-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009777062-01</th>\n",
       "      <th>koi_comment_PARENT_IS_010485137-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_010858720-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_012004679-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_3597.01</th>\n",
       "      <th>koi_comment_PARENT_IS_3895.01</th>\n",
       "      <th>koi_comment_PARENT_IS_4673.01</th>\n",
       "      <th>koi_comment_PARENT_IS_489.01</th>\n",
       "      <th>koi_comment_PARENT_IS_5335.01</th>\n",
       "      <th>koi_comment_PARENT_IS_970.01</th>\n",
       "      <th>koi_comment_PARENT_IS_FL-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_RR-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_UZ-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V2277-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-sec</th>\n",
       "      <th>koi_comment_PARENT_IS_V850-Cyg-pri</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_ALT</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_DV</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PLANET_IN_STAR</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_ALT</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_DV</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_ALT</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_DV</th>\n",
       "      <th>koi_comment_RESIDUAL_TCE</th>\n",
       "      <th>koi_comment_RESID_OF_PREV_TCE</th>\n",
       "      <th>koi_comment_SAME_NTL_PERIOD</th>\n",
       "      <th>koi_comment_SAME_P_AS_PREV_NTL_TCE</th>\n",
       "      <th>koi_comment_SATURATED</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DV</th>\n",
       "      <th>koi_comment_SIGNIF_OFFSET</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SWEET_EB</th>\n",
       "      <th>koi_comment_SWEET_NTL</th>\n",
       "      <th>koi_comment_TOO_FEW_CENTROIDS</th>\n",
       "      <th>koi_comment_TOO_FEW_QUARTERS</th>\n",
       "      <th>koi_comment_TRANSITS_NOT_CONSISTENT</th>\n",
       "      <th>koi_comment_TRANS_GAPPED</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>predict</th>\n",
       "      <th>koi_disposition</th>\n",
       "      <th>kepoi_name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td rowspan=\"6\" valign=\"top\">CANDIDATE</td>\n",
       "      <td rowspan=\"2\" valign=\"top\">CANDIDATE</td>\n",
       "      <td>K00753.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>DEEP_V_SHAPED</td>\n",
       "      <td>19.899140</td>\n",
       "      <td>175.850252</td>\n",
       "      <td>2455008.850</td>\n",
       "      <td>0.9690</td>\n",
       "      <td>1.78220</td>\n",
       "      <td>10829.0</td>\n",
       "      <td>0.154046</td>\n",
       "      <td>7.29555</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>14.60</td>\n",
       "      <td>0.1419</td>\n",
       "      <td>88.96</td>\n",
       "      <td>638.0</td>\n",
       "      <td>39.30</td>\n",
       "      <td>53.5000</td>\n",
       "      <td>0.3858</td>\n",
       "      <td>0.2711</td>\n",
       "      <td>37.159767</td>\n",
       "      <td>187.449100</td>\n",
       "      <td>76.3</td>\n",
       "      <td>1</td>\n",
       "      <td>56.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111101110111011000000000000000</td>\n",
       "      <td>5853.0</td>\n",
       "      <td>4.544</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>0.868</td>\n",
       "      <td>0.961</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.00482</td>\n",
       "      <td>48.134129</td>\n",
       "      <td>15.436</td>\n",
       "      <td>15.943</td>\n",
       "      <td>15.390</td>\n",
       "      <td>15.220</td>\n",
       "      <td>15.166</td>\n",
       "      <td>14.254</td>\n",
       "      <td>13.900</td>\n",
       "      <td>13.826</td>\n",
       "      <td>19.800321</td>\n",
       "      <td>48.134120</td>\n",
       "      <td>-0.0210</td>\n",
       "      <td>-0.0380</td>\n",
       "      <td>0.000700</td>\n",
       "      <td>0.000600</td>\n",
       "      <td>0.278</td>\n",
       "      <td>-0.025</td>\n",
       "      <td>-0.034</td>\n",
       "      <td>0.042</td>\n",
       "      <td>0.002</td>\n",
       "      <td>-0.027</td>\n",
       "      <td>0.027</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00802.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>CENT_KIC_POS</td>\n",
       "      <td>19.620347</td>\n",
       "      <td>181.881819</td>\n",
       "      <td>2455014.882</td>\n",
       "      <td>0.4580</td>\n",
       "      <td>2.00380</td>\n",
       "      <td>21725.0</td>\n",
       "      <td>0.137595</td>\n",
       "      <td>23.21659</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>13.60</td>\n",
       "      <td>0.1389</td>\n",
       "      <td>89.66</td>\n",
       "      <td>643.0</td>\n",
       "      <td>40.39</td>\n",
       "      <td>77.9000</td>\n",
       "      <td>0.3928</td>\n",
       "      <td>0.2676</td>\n",
       "      <td>73.601540</td>\n",
       "      <td>353.858400</td>\n",
       "      <td>340.5</td>\n",
       "      <td>1</td>\n",
       "      <td>52.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111011101110111000000000000000</td>\n",
       "      <td>5710.0</td>\n",
       "      <td>4.492</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>0.905</td>\n",
       "      <td>0.928</td>\n",
       "      <td>stellar</td>\n",
       "      <td>293.81619</td>\n",
       "      <td>38.563568</td>\n",
       "      <td>15.562</td>\n",
       "      <td>16.070</td>\n",
       "      <td>15.519</td>\n",
       "      <td>15.344</td>\n",
       "      <td>15.269</td>\n",
       "      <td>14.364</td>\n",
       "      <td>13.996</td>\n",
       "      <td>13.894</td>\n",
       "      <td>19.587741</td>\n",
       "      <td>38.563415</td>\n",
       "      <td>-0.2250</td>\n",
       "      <td>-0.5600</td>\n",
       "      <td>-0.010800</td>\n",
       "      <td>-0.013300</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.656</td>\n",
       "      <td>0.634</td>\n",
       "      <td>0.913</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.057</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"2\" valign=\"top\">CONFIRMED</td>\n",
       "      <td>K00756.03</td>\n",
       "      <td>Kepler-228 b</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.992</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>2.566589</td>\n",
       "      <td>179.554370</td>\n",
       "      <td>2455012.554</td>\n",
       "      <td>0.7550</td>\n",
       "      <td>2.42900</td>\n",
       "      <td>226.5</td>\n",
       "      <td>0.014983</td>\n",
       "      <td>0.48909</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>1.59</td>\n",
       "      <td>0.0374</td>\n",
       "      <td>82.17</td>\n",
       "      <td>1360.0</td>\n",
       "      <td>807.74</td>\n",
       "      <td>5.5400</td>\n",
       "      <td>0.3511</td>\n",
       "      <td>0.2889</td>\n",
       "      <td>4.388631</td>\n",
       "      <td>12.325094</td>\n",
       "      <td>15.0</td>\n",
       "      <td>3</td>\n",
       "      <td>355.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>01111101110111011000000000000000</td>\n",
       "      <td>6046.0</td>\n",
       "      <td>4.486</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>0.972</td>\n",
       "      <td>1.053</td>\n",
       "      <td>stellar</td>\n",
       "      <td>296.28613</td>\n",
       "      <td>48.224670</td>\n",
       "      <td>15.714</td>\n",
       "      <td>16.234</td>\n",
       "      <td>15.677</td>\n",
       "      <td>15.492</td>\n",
       "      <td>15.441</td>\n",
       "      <td>14.528</td>\n",
       "      <td>14.113</td>\n",
       "      <td>14.132</td>\n",
       "      <td>19.752412</td>\n",
       "      <td>48.224760</td>\n",
       "      <td>0.1000</td>\n",
       "      <td>0.3000</td>\n",
       "      <td>-0.000040</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.330</td>\n",
       "      <td>-0.300</td>\n",
       "      <td>0.450</td>\n",
       "      <td>-0.410</td>\n",
       "      <td>-0.290</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00773.01</td>\n",
       "      <td>Kepler-672 b</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>CENT_KIC_POS</td>\n",
       "      <td>38.377549</td>\n",
       "      <td>172.820480</td>\n",
       "      <td>2455005.820</td>\n",
       "      <td>0.4680</td>\n",
       "      <td>5.58800</td>\n",
       "      <td>724.2</td>\n",
       "      <td>0.024901</td>\n",
       "      <td>1.40588</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>2.82</td>\n",
       "      <td>0.2163</td>\n",
       "      <td>89.44</td>\n",
       "      <td>529.0</td>\n",
       "      <td>18.53</td>\n",
       "      <td>47.8000</td>\n",
       "      <td>0.4695</td>\n",
       "      <td>0.2240</td>\n",
       "      <td>10.352898</td>\n",
       "      <td>31.946487</td>\n",
       "      <td>34.7</td>\n",
       "      <td>1</td>\n",
       "      <td>37.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5481.0</td>\n",
       "      <td>4.369</td>\n",
       "      <td>0.16</td>\n",
       "      <td>1.036</td>\n",
       "      <td>0.915</td>\n",
       "      <td>stellar</td>\n",
       "      <td>291.72202</td>\n",
       "      <td>49.480869</td>\n",
       "      <td>15.172</td>\n",
       "      <td>15.654</td>\n",
       "      <td>15.089</td>\n",
       "      <td>14.965</td>\n",
       "      <td>14.874</td>\n",
       "      <td>13.962</td>\n",
       "      <td>13.639</td>\n",
       "      <td>13.497</td>\n",
       "      <td>19.448144</td>\n",
       "      <td>49.480618</td>\n",
       "      <td>0.3600</td>\n",
       "      <td>-0.9100</td>\n",
       "      <td>0.000670</td>\n",
       "      <td>-0.001040</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-0.850</td>\n",
       "      <td>1.540</td>\n",
       "      <td>1.760</td>\n",
       "      <td>-0.010</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"2\" valign=\"top\">FALSE POSITIVE</td>\n",
       "      <td>K00989.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>81.221876</td>\n",
       "      <td>184.261640</td>\n",
       "      <td>2455017.262</td>\n",
       "      <td>1.0100</td>\n",
       "      <td>4.11350</td>\n",
       "      <td>9883.0</td>\n",
       "      <td>0.173832</td>\n",
       "      <td>2.10745</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>16.59</td>\n",
       "      <td>0.3620</td>\n",
       "      <td>89.38</td>\n",
       "      <td>385.0</td>\n",
       "      <td>5.20</td>\n",
       "      <td>90.2000</td>\n",
       "      <td>0.4300</td>\n",
       "      <td>0.2466</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>5619.0</td>\n",
       "      <td>4.536</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.874</td>\n",
       "      <td>0.956</td>\n",
       "      <td>stellar</td>\n",
       "      <td>296.38229</td>\n",
       "      <td>48.045311</td>\n",
       "      <td>15.488</td>\n",
       "      <td>16.084</td>\n",
       "      <td>15.416</td>\n",
       "      <td>15.233</td>\n",
       "      <td>15.129</td>\n",
       "      <td>14.110</td>\n",
       "      <td>13.804</td>\n",
       "      <td>13.859</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K01384.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>TRANS_GAPPED---SAME_NTL_PERIOD---CENT_NOFITS</td>\n",
       "      <td>0.624387</td>\n",
       "      <td>133.043654</td>\n",
       "      <td>2454966.044</td>\n",
       "      <td>1.1570</td>\n",
       "      <td>1.92102</td>\n",
       "      <td>36855.0</td>\n",
       "      <td>0.436347</td>\n",
       "      <td>0.72365</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>29.45</td>\n",
       "      <td>0.0122</td>\n",
       "      <td>61.97</td>\n",
       "      <td>1639.0</td>\n",
       "      <td>1693.36</td>\n",
       "      <td>2.4615</td>\n",
       "      <td>0.3888</td>\n",
       "      <td>0.2787</td>\n",
       "      <td>132.582060</td>\n",
       "      <td>1920.889200</td>\n",
       "      <td>628.3</td>\n",
       "      <td>1</td>\n",
       "      <td>1068.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5211.0</td>\n",
       "      <td>4.644</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>0.618</td>\n",
       "      <td>0.612</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.57349</td>\n",
       "      <td>45.233299</td>\n",
       "      <td>15.487</td>\n",
       "      <td>16.164</td>\n",
       "      <td>15.476</td>\n",
       "      <td>15.197</td>\n",
       "      <td>15.027</td>\n",
       "      <td>14.027</td>\n",
       "      <td>13.595</td>\n",
       "      <td>13.427</td>\n",
       "      <td>19.838218</td>\n",
       "      <td>45.233269</td>\n",
       "      <td>-0.5389</td>\n",
       "      <td>-0.1121</td>\n",
       "      <td>-0.003000</td>\n",
       "      <td>0.001000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.091</td>\n",
       "      <td>-0.011</td>\n",
       "      <td>0.091</td>\n",
       "      <td>0.093</td>\n",
       "      <td>0.019</td>\n",
       "      <td>0.095</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"6\" valign=\"top\">CONFIRMED</td>\n",
       "      <td rowspan=\"2\" valign=\"top\">CANDIDATE</td>\n",
       "      <td>K00760.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>4.959319</td>\n",
       "      <td>172.258529</td>\n",
       "      <td>2455005.259</td>\n",
       "      <td>0.8310</td>\n",
       "      <td>2.22739</td>\n",
       "      <td>9802.0</td>\n",
       "      <td>0.103379</td>\n",
       "      <td>1.46169</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>12.21</td>\n",
       "      <td>0.0565</td>\n",
       "      <td>86.15</td>\n",
       "      <td>1103.0</td>\n",
       "      <td>349.40</td>\n",
       "      <td>12.3860</td>\n",
       "      <td>0.4096</td>\n",
       "      <td>0.2602</td>\n",
       "      <td>58.764744</td>\n",
       "      <td>670.489500</td>\n",
       "      <td>696.5</td>\n",
       "      <td>1</td>\n",
       "      <td>269.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5712.0</td>\n",
       "      <td>4.359</td>\n",
       "      <td>0.10</td>\n",
       "      <td>1.082</td>\n",
       "      <td>0.976</td>\n",
       "      <td>stellar</td>\n",
       "      <td>292.16705</td>\n",
       "      <td>48.727589</td>\n",
       "      <td>15.263</td>\n",
       "      <td>15.715</td>\n",
       "      <td>15.209</td>\n",
       "      <td>15.069</td>\n",
       "      <td>15.041</td>\n",
       "      <td>14.123</td>\n",
       "      <td>13.815</td>\n",
       "      <td>13.805</td>\n",
       "      <td>19.477804</td>\n",
       "      <td>48.727566</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>-0.0860</td>\n",
       "      <td>0.000110</td>\n",
       "      <td>-0.000070</td>\n",
       "      <td>0.705</td>\n",
       "      <td>-0.018</td>\n",
       "      <td>0.012</td>\n",
       "      <td>0.022</td>\n",
       "      <td>-0.021</td>\n",
       "      <td>-0.077</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00777.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>40.419504</td>\n",
       "      <td>173.564690</td>\n",
       "      <td>2455006.565</td>\n",
       "      <td>0.9110</td>\n",
       "      <td>3.36200</td>\n",
       "      <td>6256.0</td>\n",
       "      <td>0.088069</td>\n",
       "      <td>1.89549</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>7.51</td>\n",
       "      <td>0.2062</td>\n",
       "      <td>89.05</td>\n",
       "      <td>467.0</td>\n",
       "      <td>11.29</td>\n",
       "      <td>54.7000</td>\n",
       "      <td>0.3980</td>\n",
       "      <td>0.2665</td>\n",
       "      <td>22.598503</td>\n",
       "      <td>94.071846</td>\n",
       "      <td>36.9</td>\n",
       "      <td>1</td>\n",
       "      <td>36.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5446.0</td>\n",
       "      <td>4.507</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>0.781</td>\n",
       "      <td>0.714</td>\n",
       "      <td>stellar</td>\n",
       "      <td>294.31686</td>\n",
       "      <td>50.080231</td>\n",
       "      <td>15.487</td>\n",
       "      <td>16.100</td>\n",
       "      <td>15.463</td>\n",
       "      <td>15.224</td>\n",
       "      <td>15.091</td>\n",
       "      <td>14.029</td>\n",
       "      <td>13.631</td>\n",
       "      <td>13.491</td>\n",
       "      <td>19.621127</td>\n",
       "      <td>50.080316</td>\n",
       "      <td>0.0900</td>\n",
       "      <td>0.3100</td>\n",
       "      <td>0.000600</td>\n",
       "      <td>-0.001100</td>\n",
       "      <td>0.027</td>\n",
       "      <td>-0.025</td>\n",
       "      <td>0.051</td>\n",
       "      <td>0.057</td>\n",
       "      <td>-0.049</td>\n",
       "      <td>-0.021</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"2\" valign=\"top\">CONFIRMED</td>\n",
       "      <td>K00752.01</td>\n",
       "      <td>Kepler-227 b</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>9.488036</td>\n",
       "      <td>170.538750</td>\n",
       "      <td>2455003.539</td>\n",
       "      <td>0.1460</td>\n",
       "      <td>2.95750</td>\n",
       "      <td>615.8</td>\n",
       "      <td>0.022344</td>\n",
       "      <td>3.20796</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>2.26</td>\n",
       "      <td>0.0853</td>\n",
       "      <td>89.66</td>\n",
       "      <td>793.0</td>\n",
       "      <td>93.59</td>\n",
       "      <td>24.8100</td>\n",
       "      <td>0.4603</td>\n",
       "      <td>0.2291</td>\n",
       "      <td>5.135849</td>\n",
       "      <td>28.470820</td>\n",
       "      <td>35.8</td>\n",
       "      <td>2</td>\n",
       "      <td>142.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5455.0</td>\n",
       "      <td>4.467</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.927</td>\n",
       "      <td>0.919</td>\n",
       "      <td>stellar</td>\n",
       "      <td>291.93423</td>\n",
       "      <td>48.141651</td>\n",
       "      <td>15.347</td>\n",
       "      <td>15.890</td>\n",
       "      <td>15.270</td>\n",
       "      <td>15.114</td>\n",
       "      <td>15.006</td>\n",
       "      <td>14.082</td>\n",
       "      <td>13.751</td>\n",
       "      <td>13.648</td>\n",
       "      <td>19.462294</td>\n",
       "      <td>48.141910</td>\n",
       "      <td>0.4300</td>\n",
       "      <td>0.9400</td>\n",
       "      <td>-0.000200</td>\n",
       "      <td>-0.000550</td>\n",
       "      <td>0.002</td>\n",
       "      <td>-0.010</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00752.02</td>\n",
       "      <td>Kepler-227 c</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.969</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>54.418383</td>\n",
       "      <td>162.513840</td>\n",
       "      <td>2454995.514</td>\n",
       "      <td>0.5860</td>\n",
       "      <td>4.50700</td>\n",
       "      <td>874.8</td>\n",
       "      <td>0.027954</td>\n",
       "      <td>3.02368</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>2.83</td>\n",
       "      <td>0.2734</td>\n",
       "      <td>89.57</td>\n",
       "      <td>443.0</td>\n",
       "      <td>9.11</td>\n",
       "      <td>77.9000</td>\n",
       "      <td>0.4603</td>\n",
       "      <td>0.2291</td>\n",
       "      <td>7.027669</td>\n",
       "      <td>20.109507</td>\n",
       "      <td>25.8</td>\n",
       "      <td>2</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5455.0</td>\n",
       "      <td>4.467</td>\n",
       "      <td>0.14</td>\n",
       "      <td>0.927</td>\n",
       "      <td>0.919</td>\n",
       "      <td>stellar</td>\n",
       "      <td>291.93423</td>\n",
       "      <td>48.141651</td>\n",
       "      <td>15.347</td>\n",
       "      <td>15.890</td>\n",
       "      <td>15.270</td>\n",
       "      <td>15.114</td>\n",
       "      <td>15.006</td>\n",
       "      <td>14.082</td>\n",
       "      <td>13.751</td>\n",
       "      <td>13.648</td>\n",
       "      <td>19.462265</td>\n",
       "      <td>48.141990</td>\n",
       "      <td>-0.6300</td>\n",
       "      <td>1.2300</td>\n",
       "      <td>0.000660</td>\n",
       "      <td>-0.001050</td>\n",
       "      <td>0.003</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.490</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"2\" valign=\"top\">FALSE POSITIVE</td>\n",
       "      <td>K01448.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.867</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_SEC_DV---MOD_SEC_ALT---PLANET_OCCULT_ALT---HAS_SEC_TCE</td>\n",
       "      <td>2.486586</td>\n",
       "      <td>134.110364</td>\n",
       "      <td>2454967.110</td>\n",
       "      <td>0.0790</td>\n",
       "      <td>2.71890</td>\n",
       "      <td>42122.0</td>\n",
       "      <td>0.186457</td>\n",
       "      <td>1.74924</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>24.39</td>\n",
       "      <td>0.0379</td>\n",
       "      <td>89.46</td>\n",
       "      <td>1461.0</td>\n",
       "      <td>1077.69</td>\n",
       "      <td>8.3000</td>\n",
       "      <td>0.3985</td>\n",
       "      <td>0.2736</td>\n",
       "      <td>60.935436</td>\n",
       "      <td>844.734700</td>\n",
       "      <td>91.6</td>\n",
       "      <td>1</td>\n",
       "      <td>534.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5892.0</td>\n",
       "      <td>4.350</td>\n",
       "      <td>0.48</td>\n",
       "      <td>1.198</td>\n",
       "      <td>1.173</td>\n",
       "      <td>stellar</td>\n",
       "      <td>289.80521</td>\n",
       "      <td>46.491711</td>\n",
       "      <td>15.418</td>\n",
       "      <td>15.987</td>\n",
       "      <td>15.351</td>\n",
       "      <td>15.174</td>\n",
       "      <td>15.096</td>\n",
       "      <td>14.205</td>\n",
       "      <td>13.863</td>\n",
       "      <td>13.717</td>\n",
       "      <td>19.320348</td>\n",
       "      <td>46.491731</td>\n",
       "      <td>-0.0014</td>\n",
       "      <td>0.0767</td>\n",
       "      <td>-0.001800</td>\n",
       "      <td>0.002300</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.012</td>\n",
       "      <td>-0.009</td>\n",
       "      <td>0.015</td>\n",
       "      <td>-0.061</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.108</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00182.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.876</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_SEC_DV---MOD_SEC_ALT---PLANET_OCCULT_ALT---HAS_SEC_TCE</td>\n",
       "      <td>3.479426</td>\n",
       "      <td>136.797172</td>\n",
       "      <td>2454969.797</td>\n",
       "      <td>0.6120</td>\n",
       "      <td>3.44790</td>\n",
       "      <td>19550.0</td>\n",
       "      <td>0.134097</td>\n",
       "      <td>0.63546</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>12.86</td>\n",
       "      <td>0.0439</td>\n",
       "      <td>85.26</td>\n",
       "      <td>1166.0</td>\n",
       "      <td>435.85</td>\n",
       "      <td>7.4100</td>\n",
       "      <td>0.3342</td>\n",
       "      <td>0.2965</td>\n",
       "      <td>138.531900</td>\n",
       "      <td>1656.204200</td>\n",
       "      <td>123.3</td>\n",
       "      <td>1</td>\n",
       "      <td>306.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111011101110111000000000000000</td>\n",
       "      <td>5907.0</td>\n",
       "      <td>4.519</td>\n",
       "      <td>-0.30</td>\n",
       "      <td>0.878</td>\n",
       "      <td>0.929</td>\n",
       "      <td>stellar</td>\n",
       "      <td>295.67130</td>\n",
       "      <td>40.599060</td>\n",
       "      <td>14.041</td>\n",
       "      <td>14.516</td>\n",
       "      <td>13.998</td>\n",
       "      <td>13.838</td>\n",
       "      <td>13.770</td>\n",
       "      <td>12.895</td>\n",
       "      <td>12.572</td>\n",
       "      <td>12.490</td>\n",
       "      <td>19.711423</td>\n",
       "      <td>40.599129</td>\n",
       "      <td>0.1122</td>\n",
       "      <td>0.2489</td>\n",
       "      <td>-0.000780</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.028</td>\n",
       "      <td>-0.002</td>\n",
       "      <td>0.028</td>\n",
       "      <td>0.098</td>\n",
       "      <td>0.269</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"6\" valign=\"top\">FALSE POSITIVE</td>\n",
       "      <td rowspan=\"2\" valign=\"top\">CANDIDATE</td>\n",
       "      <td>K00823.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>1.028437</td>\n",
       "      <td>170.228582</td>\n",
       "      <td>2455003.229</td>\n",
       "      <td>1.5734</td>\n",
       "      <td>1.86060</td>\n",
       "      <td>8098.0</td>\n",
       "      <td>0.673134</td>\n",
       "      <td>0.43236</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>72.77</td>\n",
       "      <td>0.0197</td>\n",
       "      <td>57.30</td>\n",
       "      <td>1947.0</td>\n",
       "      <td>3400.48</td>\n",
       "      <td>2.8910</td>\n",
       "      <td>0.3107</td>\n",
       "      <td>0.3030</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>89.6</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>6228.0</td>\n",
       "      <td>4.428</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>0.990</td>\n",
       "      <td>0.959</td>\n",
       "      <td>stellar</td>\n",
       "      <td>296.00699</td>\n",
       "      <td>40.295429</td>\n",
       "      <td>15.202</td>\n",
       "      <td>15.662</td>\n",
       "      <td>15.167</td>\n",
       "      <td>15.005</td>\n",
       "      <td>14.892</td>\n",
       "      <td>14.019</td>\n",
       "      <td>13.702</td>\n",
       "      <td>13.598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K01316.02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>12.376793</td>\n",
       "      <td>143.378718</td>\n",
       "      <td>2454976.379</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.85000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>none</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>290.55237</td>\n",
       "      <td>48.126263</td>\n",
       "      <td>11.926</td>\n",
       "      <td>12.474</td>\n",
       "      <td>11.865</td>\n",
       "      <td>11.694</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.894</td>\n",
       "      <td>10.606</td>\n",
       "      <td>10.562</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"2\" valign=\"top\">CONFIRMED</td>\n",
       "      <td>K00125.01</td>\n",
       "      <td>Kepler-468 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.920</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>38.478766</td>\n",
       "      <td>151.852812</td>\n",
       "      <td>2454984.853</td>\n",
       "      <td>0.0030</td>\n",
       "      <td>5.04169</td>\n",
       "      <td>23530.0</td>\n",
       "      <td>0.138123</td>\n",
       "      <td>3.73390</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>13.26</td>\n",
       "      <td>0.2213</td>\n",
       "      <td>90.00</td>\n",
       "      <td>484.0</td>\n",
       "      <td>13.01</td>\n",
       "      <td>66.3614</td>\n",
       "      <td>0.4695</td>\n",
       "      <td>0.2240</td>\n",
       "      <td>261.088380</td>\n",
       "      <td>1014.996300</td>\n",
       "      <td>1077.8</td>\n",
       "      <td>1</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5510.0</td>\n",
       "      <td>4.539</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.879</td>\n",
       "      <td>0.973</td>\n",
       "      <td>stellar</td>\n",
       "      <td>288.90222</td>\n",
       "      <td>49.370491</td>\n",
       "      <td>13.779</td>\n",
       "      <td>14.332</td>\n",
       "      <td>13.695</td>\n",
       "      <td>13.542</td>\n",
       "      <td>13.475</td>\n",
       "      <td>12.467</td>\n",
       "      <td>12.115</td>\n",
       "      <td>12.029</td>\n",
       "      <td>19.260150</td>\n",
       "      <td>49.370446</td>\n",
       "      <td>0.0394</td>\n",
       "      <td>-0.1583</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>-0.000300</td>\n",
       "      <td>0.024</td>\n",
       "      <td>0.004</td>\n",
       "      <td>-0.014</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.043</td>\n",
       "      <td>-0.347</td>\n",
       "      <td>0.349</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00129.01</td>\n",
       "      <td>Kepler-470 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>24.669193</td>\n",
       "      <td>132.864236</td>\n",
       "      <td>2454965.864</td>\n",
       "      <td>0.0730</td>\n",
       "      <td>7.03515</td>\n",
       "      <td>7382.3</td>\n",
       "      <td>0.076351</td>\n",
       "      <td>0.74047</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>77.76</td>\n",
       "      <td>0.2322</td>\n",
       "      <td>89.85</td>\n",
       "      <td>1485.0</td>\n",
       "      <td>1150.61</td>\n",
       "      <td>28.7730</td>\n",
       "      <td>0.5281</td>\n",
       "      <td>0.1958</td>\n",
       "      <td>88.018220</td>\n",
       "      <td>431.797500</td>\n",
       "      <td>603.0</td>\n",
       "      <td>2</td>\n",
       "      <td>54.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5313.0</td>\n",
       "      <td>2.936</td>\n",
       "      <td>0.56</td>\n",
       "      <td>9.327</td>\n",
       "      <td>2.736</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.00943</td>\n",
       "      <td>50.372318</td>\n",
       "      <td>13.224</td>\n",
       "      <td>13.484</td>\n",
       "      <td>13.170</td>\n",
       "      <td>13.113</td>\n",
       "      <td>13.089</td>\n",
       "      <td>12.269</td>\n",
       "      <td>12.042</td>\n",
       "      <td>12.034</td>\n",
       "      <td>19.800632</td>\n",
       "      <td>50.372381</td>\n",
       "      <td>0.1260</td>\n",
       "      <td>0.2200</td>\n",
       "      <td>0.001800</td>\n",
       "      <td>-0.000710</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-0.195</td>\n",
       "      <td>0.127</td>\n",
       "      <td>0.233</td>\n",
       "      <td>-0.005</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td rowspan=\"2\" valign=\"top\">FALSE POSITIVE</td>\n",
       "      <td>K00754.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_ODDEVEN_DV---MOD_ODDEVEN_ALT---DEEP_V_SHAPED</td>\n",
       "      <td>1.736952</td>\n",
       "      <td>170.307565</td>\n",
       "      <td>2455003.308</td>\n",
       "      <td>1.2760</td>\n",
       "      <td>2.40641</td>\n",
       "      <td>8079.2</td>\n",
       "      <td>0.387394</td>\n",
       "      <td>0.22080</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>33.46</td>\n",
       "      <td>0.0267</td>\n",
       "      <td>67.09</td>\n",
       "      <td>1395.0</td>\n",
       "      <td>891.96</td>\n",
       "      <td>3.2780</td>\n",
       "      <td>0.3556</td>\n",
       "      <td>0.2865</td>\n",
       "      <td>39.066550</td>\n",
       "      <td>541.895100</td>\n",
       "      <td>505.6</td>\n",
       "      <td>1</td>\n",
       "      <td>621.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111110111011101000000000000000</td>\n",
       "      <td>5805.0</td>\n",
       "      <td>4.564</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.836</td>\n",
       "      <td>stellar</td>\n",
       "      <td>285.53461</td>\n",
       "      <td>48.285210</td>\n",
       "      <td>15.597</td>\n",
       "      <td>16.100</td>\n",
       "      <td>15.554</td>\n",
       "      <td>15.382</td>\n",
       "      <td>15.266</td>\n",
       "      <td>14.326</td>\n",
       "      <td>13.911</td>\n",
       "      <td>13.809</td>\n",
       "      <td>19.035638</td>\n",
       "      <td>48.285210</td>\n",
       "      <td>-0.1110</td>\n",
       "      <td>0.0020</td>\n",
       "      <td>0.003020</td>\n",
       "      <td>-0.001420</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-0.249</td>\n",
       "      <td>0.147</td>\n",
       "      <td>0.289</td>\n",
       "      <td>-0.257</td>\n",
       "      <td>0.099</td>\n",
       "      <td>0.276</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00114.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_SEC_DV---MOD_SEC_ALT---HAS_SEC_TCE---CENT_RESOLVED_OFFSET</td>\n",
       "      <td>7.361790</td>\n",
       "      <td>132.250530</td>\n",
       "      <td>2454965.251</td>\n",
       "      <td>1.1690</td>\n",
       "      <td>5.02200</td>\n",
       "      <td>233.7</td>\n",
       "      <td>0.183387</td>\n",
       "      <td>0.00485</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>39.21</td>\n",
       "      <td>0.0820</td>\n",
       "      <td>60.92</td>\n",
       "      <td>1342.0</td>\n",
       "      <td>767.22</td>\n",
       "      <td>2.4000</td>\n",
       "      <td>0.3201</td>\n",
       "      <td>0.3050</td>\n",
       "      <td>10.964684</td>\n",
       "      <td>46.153080</td>\n",
       "      <td>47.7</td>\n",
       "      <td>1</td>\n",
       "      <td>185.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>6227.0</td>\n",
       "      <td>3.986</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.958</td>\n",
       "      <td>1.358</td>\n",
       "      <td>stellar</td>\n",
       "      <td>298.86435</td>\n",
       "      <td>42.151569</td>\n",
       "      <td>12.660</td>\n",
       "      <td>12.999</td>\n",
       "      <td>12.609</td>\n",
       "      <td>12.515</td>\n",
       "      <td>12.480</td>\n",
       "      <td>11.659</td>\n",
       "      <td>11.415</td>\n",
       "      <td>11.396</td>\n",
       "      <td>19.923953</td>\n",
       "      <td>42.158262</td>\n",
       "      <td>-13.4500</td>\n",
       "      <td>24.0900</td>\n",
       "      <td>0.003032</td>\n",
       "      <td>-0.005549</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-4.506</td>\n",
       "      <td>7.710</td>\n",
       "      <td>8.930</td>\n",
       "      <td>-4.537</td>\n",
       "      <td>7.713</td>\n",
       "      <td>8.948</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            kepler_name         predict koi_disposition koi_pdisposition  koi_score  koi_fpflag_nt  koi_fpflag_ss  koi_fpflag_co  koi_fpflag_ec                                                    koi_comment  koi_period  koi_time0bk    koi_time0  koi_impact  koi_duration  koi_depth   koi_ror  koi_srho koi_fittype  koi_prad  koi_sma  koi_incl  koi_teq  koi_insol  koi_dor  koi_ldm_coeff1  koi_ldm_coeff2  koi_max_sngle_ev  koi_max_mult_ev  koi_model_snr  koi_count  koi_num_transits  koi_tce_plnt_num koi_tce_delivname                      koi_quarters  koi_steff  koi_slogg  koi_smet  koi_srad  koi_smass koi_sparprov         ra        dec  koi_kepmag  koi_gmag  koi_rmag  koi_imag  koi_zmag  koi_jmag  koi_hmag  koi_kmag  koi_fwm_sra  koi_fwm_sdec  koi_fwm_srao  koi_fwm_sdeco  koi_fwm_prao  koi_fwm_pdeco  koi_fwm_stat_sig  koi_dicco_mra  koi_dicco_mdec  koi_dicco_msky  koi_dikco_mra  koi_dikco_mdec  koi_dikco_msky  koi_comment_ALL_TRANS_CHASES  koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL  koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD  koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW  koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_CENTROID_SIGNIF_UNCERTAIN  koi_comment_CENT_CROWDED  koi_comment_CENT_FEW_DIFFS  koi_comment_CENT_FEW_MEAS  koi_comment_CENT_KIC_POS  koi_comment_CENT_NOFITS  koi_comment_CENT_RESOLVED_OFFSET  koi_comment_CENT_SATURATED  koi_comment_CENT_UNCERTAIN  koi_comment_CENT_UNRESOLVED_OFFSET  koi_comment_CLEAR_APO  koi_comment_CROWDED_DIFF  koi_comment_DEEP_V_SHAPED  koi_comment_DEPTH_ODDEVEN_ALT  koi_comment_DEPTH_ODDEVEN_DV  koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_EPHEM_MATCH  koi_comment_EYEBALL  koi_comment_FIT_FAILED  koi_comment_HALO_GHOST  koi_comment_HAS_SEC_TCE  koi_comment_INCONSISTENT_TRANS  koi_comment_INDIV_TRANS_CHASES  koi_comment_INDIV_TRANS_CHASES_MARSHALL  koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE  koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_CHASES_SKYE  koi_comment_INDIV_TRANS_MARSHALL  koi_comment_INDIV_TRANS_MARSHALL_SKYE  koi_comment_INDIV_TRANS_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_RUBBLE  koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_SKYE  koi_comment_INDIV_TRANS_SKYE_ZUMA  koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_ZUMA  koi_comment_INVERT_DIFF  koi_comment_IS_SEC_TCE  koi_comment_KIC_OFFSET  koi_comment_LPP_ALT  koi_comment_LPP_ALT_TOO_HIGH  koi_comment_LPP_DV  koi_comment_LPP_DV_TOO_HIGH  koi_comment_MARSHALL_FAIL  koi_comment_MOD_NONUNIQ_ALT  koi_comment_MOD_NONUNIQ_DV  koi_comment_MOD_ODDEVEN_ALT  koi_comment_MOD_ODDEVEN_DV  koi_comment_MOD_POS_ALT  koi_comment_MOD_POS_DV  koi_comment_MOD_SEC_ALT  koi_comment_MOD_SEC_DV  koi_comment_MOD_TER_ALT  koi_comment_MOD_TER_DV  koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH  koi_comment_PARENT_IS_002305372-pri  koi_comment_PARENT_IS_002449084-pri  koi_comment_PARENT_IS_003352751-pri  koi_comment_PARENT_IS_003858884-01  koi_comment_PARENT_IS_004482641-01  koi_comment_PARENT_IS_005024292-01  koi_comment_PARENT_IS_005036538-01  koi_comment_PARENT_IS_005343976-pri  koi_comment_PARENT_IS_005471619-pri  koi_comment_PARENT_IS_005513861-pri  koi_comment_PARENT_IS_006367628-pri  koi_comment_PARENT_IS_007258889-pri  koi_comment_PARENT_IS_007598128-pri  koi_comment_PARENT_IS_008265951-pri  koi_comment_PARENT_IS_008380743-pri  koi_comment_PARENT_IS_009541127-pri  koi_comment_PARENT_IS_009777062-01  koi_comment_PARENT_IS_010485137-pri  koi_comment_PARENT_IS_010858720-pri  koi_comment_PARENT_IS_012004679-pri  koi_comment_PARENT_IS_3597.01  koi_comment_PARENT_IS_3895.01  koi_comment_PARENT_IS_4673.01  koi_comment_PARENT_IS_489.01  koi_comment_PARENT_IS_5335.01  koi_comment_PARENT_IS_970.01  koi_comment_PARENT_IS_FL-Lyr-pri  koi_comment_PARENT_IS_RR-Lyr-pri  koi_comment_PARENT_IS_UZ-Lyr-pri  koi_comment_PARENT_IS_V2277-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-sec  koi_comment_PARENT_IS_V850-Cyg-pri  koi_comment_PERIOD_ALIAS_ALT  koi_comment_PERIOD_ALIAS_DV  koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1  koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1  koi_comment_PLANET_IN_STAR  koi_comment_PLANET_OCCULT_ALT  koi_comment_PLANET_OCCULT_DV  koi_comment_PLANET_PERIOD_IS_HALF_ALT  koi_comment_PLANET_PERIOD_IS_HALF_DV  koi_comment_RESIDUAL_TCE  koi_comment_RESID_OF_PREV_TCE  koi_comment_SAME_NTL_PERIOD  koi_comment_SAME_P_AS_PREV_NTL_TCE  koi_comment_SATURATED  koi_comment_SEASONAL_DEPTH_ALT  koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT  koi_comment_SEASONAL_DEPTH_DV  koi_comment_SIGNIF_OFFSET  koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT  koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT  koi_comment_SWEET_EB  koi_comment_SWEET_NTL  koi_comment_TOO_FEW_CENTROIDS  koi_comment_TOO_FEW_QUARTERS  koi_comment_TRANSITS_NOT_CONSISTENT  koi_comment_TRANS_GAPPED\n",
       "predict        koi_disposition kepoi_name                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
       "CANDIDATE      CANDIDATE       K00753.01   NaN           CANDIDATE       CANDIDATE       CANDIDATE        0.000      0              0              0              0              DEEP_V_SHAPED                                                  19.899140   175.850252   2455008.850  0.9690      1.78220       10829.0    0.154046  7.29555   LS+MCMC     14.60     0.1419   88.96     638.0    39.30      53.5000  0.3858          0.2711          37.159767         187.449100       76.3           1          56.0              1.0               tce               11111101110111011000000000000000  5853.0     4.544     -0.18      0.868     0.961      stellar      297.00482  48.134129  15.436      15.943    15.390    15.220    15.166    14.254    13.900    13.826    19.800321    48.134120    -0.0210       -0.0380         0.000700      0.000600       0.278            -0.025         -0.034           0.042           0.002         -0.027           0.027           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         1                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K00802.01   NaN           CANDIDATE       CANDIDATE       CANDIDATE        1.000      0              0              0              0              CENT_KIC_POS                                                   19.620347   181.881819   2455014.882  0.4580      2.00380       21725.0    0.137595  23.21659  LS+MCMC     13.60     0.1389   89.66     643.0    40.39      77.9000  0.3928          0.2676          73.601540         353.858400       340.5          1          52.0              1.0               tce               11111011101110111000000000000000  5710.0     4.492     -0.10      0.905     0.928      stellar      293.81619  38.563568  15.562      16.070    15.519    15.344    15.269    14.364    13.996    13.894    19.587741    38.563415    -0.2250       -0.5600        -0.010800     -0.013300       0.000             0.656          0.634           0.913           0.056          0.057           0.080           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          1                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "               CONFIRMED       K00756.03   Kepler-228 b  CANDIDATE       CONFIRMED       CANDIDATE        0.992      0              0              0              0              NO_COMMENT                                                     2.566589    179.554370   2455012.554  0.7550      2.42900       226.5      0.014983  0.48909   LS+MCMC     1.59      0.0374   82.17     1360.0   807.74     5.5400   0.3511          0.2889          4.388631          12.325094        15.0           3          355.0             3.0               tce               01111101110111011000000000000000  6046.0     4.486     -0.08      0.972     1.053      stellar      296.28613  48.224670  15.714      16.234    15.677    15.492    15.441    14.528    14.113    14.132    19.752412    48.224760     0.1000        0.3000        -0.000040     NaN            NaN               -0.330         -0.300           0.450          -0.410         -0.290           0.500           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K00773.01   Kepler-672 b  CANDIDATE       CONFIRMED       CANDIDATE        1.000      0              0              0              0              CENT_KIC_POS                                                   38.377549   172.820480   2455005.820  0.4680      5.58800       724.2      0.024901  1.40588   LS+MCMC     2.82      0.2163   89.44     529.0    18.53      47.8000  0.4695          0.2240          10.352898         31.946487        34.7           1          37.0              1.0               tce               11111111111111111000000000000000  5481.0     4.369      0.16      1.036     0.915      stellar      291.72202  49.480869  15.172      15.654    15.089    14.965    14.874    13.962    13.639    13.497    19.448144    49.480618     0.3600       -0.9100         0.000670     -0.001040       0.000            -0.850          1.540           1.760          -0.010          0.040           0.040           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          1                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "               FALSE POSITIVE  K00989.01   NaN           CANDIDATE       FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                             81.221876   184.261640   2455017.262  1.0100      4.11350       9883.0     0.173832  2.10745   MCMC        16.59     0.3620   89.38     385.0    5.20       90.2000  0.4300          0.2466         NaN               NaN               63.0           4         NaN               NaN                                  NaN                               5619.0     4.536      0.02      0.874     0.956      stellar      296.38229  48.045311  15.488      16.084    15.416    15.233    15.129    14.110    13.804    13.859   NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K01384.01   NaN           CANDIDATE       FALSE POSITIVE  FALSE POSITIVE   0.000      1              0              0              0              TRANS_GAPPED---SAME_NTL_PERIOD---CENT_NOFITS                   0.624387    133.043654   2454966.044  1.1570      1.92102       36855.0    0.436347  0.72365   LS+MCMC     29.45     0.0122   61.97     1639.0   1693.36    2.4615   0.3888          0.2787          132.582060        1920.889200      628.3          1          1068.0            2.0               tce               11111111111111111000000000000000  5211.0     4.644     -1.10      0.618     0.612      stellar      297.57349  45.233299  15.487      16.164    15.476    15.197    15.027    14.027    13.595    13.427    19.838218    45.233269    -0.5389       -0.1121        -0.003000      0.001000       0.000             0.091         -0.011           0.091           0.093          0.019           0.095           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         1                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              1                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    1                       \n",
       "CONFIRMED      CANDIDATE       K00760.01   NaN           CONFIRMED       CANDIDATE       CANDIDATE        1.000      0              0              0              0              NO_COMMENT                                                     4.959319    172.258529   2455005.259  0.8310      2.22739       9802.0     0.103379  1.46169   LS+MCMC     12.21     0.0565   86.15     1103.0   349.40     12.3860  0.4096          0.2602          58.764744         670.489500       696.5          1          269.0             1.0               tce               11111111111111111000000000000000  5712.0     4.359      0.10      1.082     0.976      stellar      292.16705  48.727589  15.263      15.715    15.209    15.069    15.041    14.123    13.815    13.805    19.477804    48.727566     0.0000       -0.0860         0.000110     -0.000070       0.705            -0.018          0.012           0.022          -0.021         -0.077           0.080           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K00777.01   NaN           CONFIRMED       CANDIDATE       CANDIDATE        0.999      0              0              0              0              NO_COMMENT                                                     40.419504   173.564690   2455006.565  0.9110      3.36200       6256.0     0.088069  1.89549   LS+MCMC     7.51      0.2062   89.05     467.0    11.29      54.7000  0.3980          0.2665          22.598503         94.071846        36.9           1          36.0              1.0               tce               11111111111111111000000000000000  5446.0     4.507     -0.54      0.781     0.714      stellar      294.31686  50.080231  15.487      16.100    15.463    15.224    15.091    14.029    13.631    13.491    19.621127    50.080316     0.0900        0.3100         0.000600     -0.001100       0.027            -0.025          0.051           0.057          -0.049         -0.021           0.053           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "               CONFIRMED       K00752.01   Kepler-227 b  CONFIRMED       CONFIRMED       CANDIDATE        1.000      0              0              0              0              NO_COMMENT                                                     9.488036    170.538750   2455003.539  0.1460      2.95750       615.8      0.022344  3.20796   LS+MCMC     2.26      0.0853   89.66     793.0    93.59      24.8100  0.4603          0.2291          5.135849          28.470820        35.8           2          142.0             1.0               tce               11111111111111111000000000000000  5455.0     4.467      0.14      0.927     0.919      stellar      291.93423  48.141651  15.347      15.890    15.270    15.114    15.006    14.082    13.751    13.648    19.462294    48.141910     0.4300        0.9400        -0.000200     -0.000550       0.002            -0.010          0.200           0.200           0.080          0.310           0.320           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K00752.02   Kepler-227 c  CONFIRMED       CONFIRMED       CANDIDATE        0.969      0              0              0              0              NO_COMMENT                                                     54.418383   162.513840   2454995.514  0.5860      4.50700       874.8      0.027954  3.02368   LS+MCMC     2.83      0.2734   89.57     443.0    9.11       77.9000  0.4603          0.2291          7.027669          20.109507        25.8           2          25.0              2.0               tce               11111111111111111000000000000000  5455.0     4.467      0.14      0.927     0.919      stellar      291.93423  48.141651  15.347      15.890    15.270    15.114    15.006    14.082    13.751    13.648    19.462265    48.141990    -0.6300        1.2300         0.000660     -0.001050       0.003             0.390          0.000           0.390           0.490          0.120           0.500           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "               FALSE POSITIVE  K01448.01   NaN           CONFIRMED       FALSE POSITIVE  FALSE POSITIVE   0.867      0              1              0              0              MOD_SEC_DV---MOD_SEC_ALT---PLANET_OCCULT_ALT---HAS_SEC_TCE     2.486586    134.110364   2454967.110  0.0790      2.71890       42122.0    0.186457  1.74924   LS+MCMC     24.39     0.0379   89.46     1461.0   1077.69    8.3000   0.3985          0.2736          60.935436         844.734700       91.6           1          534.0             1.0               tce               11111111111111111000000000000000  5892.0     4.350      0.48      1.198     1.173      stellar      289.80521  46.491711  15.418      15.987    15.351    15.174    15.096    14.205    13.863    13.717    19.320348    46.491731    -0.0014        0.0767        -0.001800      0.002300       0.000             0.012         -0.009           0.015          -0.061          0.090           0.108           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       1                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       1                        1                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           1                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K00182.01   NaN           CONFIRMED       FALSE POSITIVE  FALSE POSITIVE   0.876      0              1              0              0              MOD_SEC_DV---MOD_SEC_ALT---PLANET_OCCULT_ALT---HAS_SEC_TCE     3.479426    136.797172   2454969.797  0.6120      3.44790       19550.0    0.134097  0.63546   LS+MCMC     12.86     0.0439   85.26     1166.0   435.85     7.4100   0.3342          0.2965          138.531900        1656.204200      123.3          1          306.0             1.0               tce               11111011101110111000000000000000  5907.0     4.519     -0.30      0.878     0.929      stellar      295.67130  40.599060  14.041      14.516    13.998    13.838    13.770    12.895    12.572    12.490    19.711423    40.599129     0.1122        0.2489        -0.000780      0.000100       0.000             0.028         -0.002           0.028           0.098          0.269           0.287           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       1                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       1                        1                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           1                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "FALSE POSITIVE CANDIDATE       K00823.01   NaN           FALSE POSITIVE  CANDIDATE       CANDIDATE        0.000      0              0              0              0                                                                             1.028437    170.228582   2455003.229  1.5734      1.86060       8098.0     0.673134  0.43236   MCMC        72.77     0.0197   57.30     1947.0   3400.48    2.8910   0.3107          0.3030         NaN               NaN               89.6           1         NaN               NaN                                  NaN                               6228.0     4.428     -0.44      0.990     0.959      stellar      296.00699  40.295429  15.202      15.662    15.167    15.005    14.892    14.019    13.702    13.598   NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K01316.02   NaN           FALSE POSITIVE  CANDIDATE       CANDIDATE        0.000      0              0              0              0                                                                             12.376793   143.378718   2454976.379 NaN          3.85000      NaN        NaN       NaN        none       NaN       NaN      NaN       NaN      NaN        NaN      NaN             NaN             NaN               NaN              NaN             2         NaN               NaN                                  NaN                              NaN        NaN        NaN       NaN       NaN         NaN          290.55237  48.126263  11.926      12.474    11.865    11.694   NaN        10.894    10.606    10.562   NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "               CONFIRMED       K00125.01   Kepler-468 b  FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   0.920      0              1              0              0              NO_COMMENT                                                     38.478766   151.852812   2454984.853  0.0030      5.04169       23530.0    0.138123  3.73390   LS+MCMC     13.26     0.2213   90.00     484.0    13.01      66.3614  0.4695          0.2240          261.088380        1014.996300      1077.8         1          35.0              1.0               tce               11111111111111111000000000000000  5510.0     4.539      0.16      0.879     0.973      stellar      288.90222  49.370491  13.779      14.332    13.695    13.542    13.475    12.467    12.115    12.029    19.260150    49.370446     0.0394       -0.1583         0.000100     -0.000300       0.024             0.004         -0.014           0.014           0.043         -0.347           0.349           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K00129.01   Kepler-470 b  FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   1.000      0              1              0              0              NO_COMMENT                                                     24.669193   132.864236   2454965.864  0.0730      7.03515       7382.3     0.076351  0.74047   LS+MCMC     77.76     0.2322   89.85     1485.0   1150.61    28.7730  0.5281          0.1958          88.018220         431.797500       603.0          2          54.0              1.0               tce               11111111111111111000000000000000  5313.0     2.936      0.56      9.327     2.736      stellar      297.00943  50.372318  13.224      13.484    13.170    13.113    13.089    12.269    12.042    12.034    19.800632    50.372381     0.1260        0.2200         0.001800     -0.000710       0.000            -0.195          0.127           0.233          -0.005          0.016           0.017           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "               FALSE POSITIVE  K00754.01   NaN           FALSE POSITIVE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              1              0              0              MOD_ODDEVEN_DV---MOD_ODDEVEN_ALT---DEEP_V_SHAPED               1.736952    170.307565   2455003.308  1.2760      2.40641       8079.2     0.387394  0.22080   LS+MCMC     33.46     0.0267   67.09     1395.0   891.96     3.2780   0.3556          0.2865          39.066550         541.895100       505.6          1          621.0             1.0               tce               11111110111011101000000000000000  5805.0     4.564     -0.52      0.791     0.836      stellar      285.53461  48.285210  15.597      16.100    15.554    15.382    15.266    14.326    13.911    13.809    19.035638    48.285210    -0.1110        0.0020         0.003020     -0.001420       0.000            -0.249          0.147           0.289          -0.257          0.099           0.276           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         1                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           1                            1                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "                               K00114.01   NaN           FALSE POSITIVE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              1              1              0              MOD_SEC_DV---MOD_SEC_ALT---HAS_SEC_TCE---CENT_RESOLVED_OFFSET  7.361790    132.250530   2454965.251  1.1690      5.02200       233.7      0.183387  0.00485   LS+MCMC     39.21     0.0820   60.92     1342.0   767.22     2.4000   0.3201          0.3050          10.964684         46.153080        47.7           1          185.0             1.0               tce               11111111111111111000000000000000  6227.0     3.986      0.00      1.958     1.358      stellar      298.86435  42.151569  12.660      12.999    12.609    12.515    12.480    11.659    11.415    11.396    19.923953    42.158262    -13.4500       24.0900        0.003032     -0.005549       0.000            -4.506          7.710           8.930          -4.537          7.713           8.948           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        1                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       1                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       1                        1                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "accuracy = onehot_dataset.query('predict == koi_disposition').shape[0] / onehot_dataset.shape[0]\n",
    "\n",
    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
    "    print(f'Accuracy: {round(accuracy*100, 2)}%' )\n",
    "    print('\\n----------\\n')\n",
    "    print('Confusion Matrix')\n",
    "    display( onehot_dataset\n",
    "            .sort_values(['predict', 'koi_disposition']) \n",
    "            .groupby(['predict', 'koi_disposition']) \n",
    "            .size()\n",
    "    )    \n",
    "    print('\\n----------\\n')\n",
    "    print('Examples of each combination of true positive and false negative')\n",
    "    display( onehot_dataset\n",
    "            # .query('predict != koi_disposition')\n",
    "            .sort_values(['predict', 'koi_disposition']) \n",
    "            .groupby(['predict', 'koi_disposition']) \n",
    "            .apply(lambda group:group.head(2))\n",
    "   )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### For Further Investigation\n",
    "- Paper: [False Positive Probabilities for all Kepler Objects of Interest: 1284 newly validated planets and 428 likely false positives](https://iopscience.iop.org/0004-637X/822/2/86/suppdata/apj523473t6_mrt.txt)\n",
    "       \n",
    "11 CONFIRMED planets predicted to be FALSE POSITIVE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size: (11, 188)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>kepler_name</th>\n",
       "      <th>predict</th>\n",
       "      <th>koi_disposition</th>\n",
       "      <th>koi_pdisposition</th>\n",
       "      <th>koi_score</th>\n",
       "      <th>koi_fpflag_nt</th>\n",
       "      <th>koi_fpflag_ss</th>\n",
       "      <th>koi_fpflag_co</th>\n",
       "      <th>koi_fpflag_ec</th>\n",
       "      <th>koi_comment</th>\n",
       "      <th>koi_period</th>\n",
       "      <th>koi_time0bk</th>\n",
       "      <th>koi_time0</th>\n",
       "      <th>koi_impact</th>\n",
       "      <th>koi_duration</th>\n",
       "      <th>koi_depth</th>\n",
       "      <th>koi_ror</th>\n",
       "      <th>koi_srho</th>\n",
       "      <th>koi_fittype</th>\n",
       "      <th>koi_prad</th>\n",
       "      <th>koi_sma</th>\n",
       "      <th>koi_incl</th>\n",
       "      <th>koi_teq</th>\n",
       "      <th>koi_insol</th>\n",
       "      <th>koi_dor</th>\n",
       "      <th>koi_ldm_coeff1</th>\n",
       "      <th>koi_ldm_coeff2</th>\n",
       "      <th>koi_max_sngle_ev</th>\n",
       "      <th>koi_max_mult_ev</th>\n",
       "      <th>koi_model_snr</th>\n",
       "      <th>koi_count</th>\n",
       "      <th>koi_num_transits</th>\n",
       "      <th>koi_tce_plnt_num</th>\n",
       "      <th>koi_tce_delivname</th>\n",
       "      <th>koi_quarters</th>\n",
       "      <th>koi_steff</th>\n",
       "      <th>koi_slogg</th>\n",
       "      <th>koi_smet</th>\n",
       "      <th>koi_srad</th>\n",
       "      <th>koi_smass</th>\n",
       "      <th>koi_sparprov</th>\n",
       "      <th>ra</th>\n",
       "      <th>dec</th>\n",
       "      <th>koi_kepmag</th>\n",
       "      <th>koi_gmag</th>\n",
       "      <th>koi_rmag</th>\n",
       "      <th>koi_imag</th>\n",
       "      <th>koi_zmag</th>\n",
       "      <th>koi_jmag</th>\n",
       "      <th>koi_hmag</th>\n",
       "      <th>koi_kmag</th>\n",
       "      <th>koi_fwm_sra</th>\n",
       "      <th>koi_fwm_sdec</th>\n",
       "      <th>koi_fwm_srao</th>\n",
       "      <th>koi_fwm_sdeco</th>\n",
       "      <th>koi_fwm_prao</th>\n",
       "      <th>koi_fwm_pdeco</th>\n",
       "      <th>koi_fwm_stat_sig</th>\n",
       "      <th>koi_dicco_mra</th>\n",
       "      <th>koi_dicco_mdec</th>\n",
       "      <th>koi_dicco_msky</th>\n",
       "      <th>koi_dikco_mra</th>\n",
       "      <th>koi_dikco_mdec</th>\n",
       "      <th>koi_dikco_msky</th>\n",
       "      <th>koi_comment_ALL_TRANS_CHASES</th>\n",
       "      <th>koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL</th>\n",
       "      <th>koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_CENTROID_SIGNIF_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_CROWDED</th>\n",
       "      <th>koi_comment_CENT_FEW_DIFFS</th>\n",
       "      <th>koi_comment_CENT_FEW_MEAS</th>\n",
       "      <th>koi_comment_CENT_KIC_POS</th>\n",
       "      <th>koi_comment_CENT_NOFITS</th>\n",
       "      <th>koi_comment_CENT_RESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CENT_SATURATED</th>\n",
       "      <th>koi_comment_CENT_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_UNRESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CLEAR_APO</th>\n",
       "      <th>koi_comment_CROWDED_DIFF</th>\n",
       "      <th>koi_comment_DEEP_V_SHAPED</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_EPHEM_MATCH</th>\n",
       "      <th>koi_comment_EYEBALL</th>\n",
       "      <th>koi_comment_FIT_FAILED</th>\n",
       "      <th>koi_comment_HALO_GHOST</th>\n",
       "      <th>koi_comment_HAS_SEC_TCE</th>\n",
       "      <th>koi_comment_INCONSISTENT_TRANS</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_ZUMA</th>\n",
       "      <th>koi_comment_INVERT_DIFF</th>\n",
       "      <th>koi_comment_IS_SEC_TCE</th>\n",
       "      <th>koi_comment_KIC_OFFSET</th>\n",
       "      <th>koi_comment_LPP_ALT</th>\n",
       "      <th>koi_comment_LPP_ALT_TOO_HIGH</th>\n",
       "      <th>koi_comment_LPP_DV</th>\n",
       "      <th>koi_comment_LPP_DV_TOO_HIGH</th>\n",
       "      <th>koi_comment_MARSHALL_FAIL</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_ALT</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_DV</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_MOD_POS_ALT</th>\n",
       "      <th>koi_comment_MOD_POS_DV</th>\n",
       "      <th>koi_comment_MOD_SEC_ALT</th>\n",
       "      <th>koi_comment_MOD_SEC_DV</th>\n",
       "      <th>koi_comment_MOD_TER_ALT</th>\n",
       "      <th>koi_comment_MOD_TER_DV</th>\n",
       "      <th>koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH</th>\n",
       "      <th>koi_comment_PARENT_IS_002305372-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_002449084-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003352751-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003858884-01</th>\n",
       "      <th>koi_comment_PARENT_IS_004482641-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005024292-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005036538-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005343976-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005471619-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005513861-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_006367628-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007258889-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007598128-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008265951-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008380743-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009541127-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009777062-01</th>\n",
       "      <th>koi_comment_PARENT_IS_010485137-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_010858720-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_012004679-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_3597.01</th>\n",
       "      <th>koi_comment_PARENT_IS_3895.01</th>\n",
       "      <th>koi_comment_PARENT_IS_4673.01</th>\n",
       "      <th>koi_comment_PARENT_IS_489.01</th>\n",
       "      <th>koi_comment_PARENT_IS_5335.01</th>\n",
       "      <th>koi_comment_PARENT_IS_970.01</th>\n",
       "      <th>koi_comment_PARENT_IS_FL-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_RR-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_UZ-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V2277-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-sec</th>\n",
       "      <th>koi_comment_PARENT_IS_V850-Cyg-pri</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_ALT</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_DV</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PLANET_IN_STAR</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_ALT</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_DV</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_ALT</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_DV</th>\n",
       "      <th>koi_comment_RESIDUAL_TCE</th>\n",
       "      <th>koi_comment_RESID_OF_PREV_TCE</th>\n",
       "      <th>koi_comment_SAME_NTL_PERIOD</th>\n",
       "      <th>koi_comment_SAME_P_AS_PREV_NTL_TCE</th>\n",
       "      <th>koi_comment_SATURATED</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DV</th>\n",
       "      <th>koi_comment_SIGNIF_OFFSET</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SWEET_EB</th>\n",
       "      <th>koi_comment_SWEET_NTL</th>\n",
       "      <th>koi_comment_TOO_FEW_CENTROIDS</th>\n",
       "      <th>koi_comment_TOO_FEW_QUARTERS</th>\n",
       "      <th>koi_comment_TRANSITS_NOT_CONSISTENT</th>\n",
       "      <th>koi_comment_TRANS_GAPPED</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kepoi_name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>K00125.01</td>\n",
       "      <td>Kepler-468 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.920</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>38.478766</td>\n",
       "      <td>151.852812</td>\n",
       "      <td>2454984.853</td>\n",
       "      <td>0.0030</td>\n",
       "      <td>5.04169</td>\n",
       "      <td>23530.0</td>\n",
       "      <td>0.138123</td>\n",
       "      <td>3.73390</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>13.26</td>\n",
       "      <td>0.2213</td>\n",
       "      <td>90.00</td>\n",
       "      <td>484.0</td>\n",
       "      <td>13.01</td>\n",
       "      <td>66.3614</td>\n",
       "      <td>0.4695</td>\n",
       "      <td>0.2240</td>\n",
       "      <td>261.088380</td>\n",
       "      <td>1014.996300</td>\n",
       "      <td>1077.8</td>\n",
       "      <td>1</td>\n",
       "      <td>35.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5510.0</td>\n",
       "      <td>4.539</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.879</td>\n",
       "      <td>0.973</td>\n",
       "      <td>stellar</td>\n",
       "      <td>288.90222</td>\n",
       "      <td>49.370491</td>\n",
       "      <td>13.779</td>\n",
       "      <td>14.332</td>\n",
       "      <td>13.695</td>\n",
       "      <td>13.542</td>\n",
       "      <td>13.475</td>\n",
       "      <td>12.467</td>\n",
       "      <td>12.115</td>\n",
       "      <td>12.029</td>\n",
       "      <td>19.260150</td>\n",
       "      <td>49.370446</td>\n",
       "      <td>0.0394</td>\n",
       "      <td>-0.1583</td>\n",
       "      <td>0.000100</td>\n",
       "      <td>-0.00030</td>\n",
       "      <td>0.024</td>\n",
       "      <td>0.004</td>\n",
       "      <td>-0.014</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.043</td>\n",
       "      <td>-0.347</td>\n",
       "      <td>0.349</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00129.01</td>\n",
       "      <td>Kepler-470 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>24.669193</td>\n",
       "      <td>132.864236</td>\n",
       "      <td>2454965.864</td>\n",
       "      <td>0.0730</td>\n",
       "      <td>7.03515</td>\n",
       "      <td>7382.3</td>\n",
       "      <td>0.076351</td>\n",
       "      <td>0.74047</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>77.76</td>\n",
       "      <td>0.2322</td>\n",
       "      <td>89.85</td>\n",
       "      <td>1485.0</td>\n",
       "      <td>1150.61</td>\n",
       "      <td>28.7730</td>\n",
       "      <td>0.5281</td>\n",
       "      <td>0.1958</td>\n",
       "      <td>88.018220</td>\n",
       "      <td>431.797500</td>\n",
       "      <td>603.0</td>\n",
       "      <td>2</td>\n",
       "      <td>54.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5313.0</td>\n",
       "      <td>2.936</td>\n",
       "      <td>0.56</td>\n",
       "      <td>9.327</td>\n",
       "      <td>2.736</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.00943</td>\n",
       "      <td>50.372318</td>\n",
       "      <td>13.224</td>\n",
       "      <td>13.484</td>\n",
       "      <td>13.170</td>\n",
       "      <td>13.113</td>\n",
       "      <td>13.089</td>\n",
       "      <td>12.269</td>\n",
       "      <td>12.042</td>\n",
       "      <td>12.034</td>\n",
       "      <td>19.800632</td>\n",
       "      <td>50.372381</td>\n",
       "      <td>0.1260</td>\n",
       "      <td>0.2200</td>\n",
       "      <td>0.001800</td>\n",
       "      <td>-0.00071</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-0.195</td>\n",
       "      <td>0.127</td>\n",
       "      <td>0.233</td>\n",
       "      <td>-0.005</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K01450.01</td>\n",
       "      <td>Kepler-854 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.041</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>HAS_SEC_TCE</td>\n",
       "      <td>2.144632</td>\n",
       "      <td>133.984128</td>\n",
       "      <td>2454966.984</td>\n",
       "      <td>1.2280</td>\n",
       "      <td>6.27010</td>\n",
       "      <td>19837.0</td>\n",
       "      <td>0.415349</td>\n",
       "      <td>0.04677</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>59.19</td>\n",
       "      <td>0.0334</td>\n",
       "      <td>56.90</td>\n",
       "      <td>1736.0</td>\n",
       "      <td>2146.82</td>\n",
       "      <td>2.2490</td>\n",
       "      <td>0.3153</td>\n",
       "      <td>0.3023</td>\n",
       "      <td>117.249420</td>\n",
       "      <td>1522.276200</td>\n",
       "      <td>334.8</td>\n",
       "      <td>1</td>\n",
       "      <td>629.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>6296.0</td>\n",
       "      <td>4.240</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>1.305</td>\n",
       "      <td>1.076</td>\n",
       "      <td>stellar</td>\n",
       "      <td>293.35129</td>\n",
       "      <td>43.134640</td>\n",
       "      <td>13.480</td>\n",
       "      <td>13.847</td>\n",
       "      <td>13.409</td>\n",
       "      <td>13.322</td>\n",
       "      <td>13.184</td>\n",
       "      <td>12.378</td>\n",
       "      <td>12.106</td>\n",
       "      <td>12.046</td>\n",
       "      <td>19.556751</td>\n",
       "      <td>43.134666</td>\n",
       "      <td>-0.0590</td>\n",
       "      <td>0.0941</td>\n",
       "      <td>-0.000690</td>\n",
       "      <td>-0.00057</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.055</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.128</td>\n",
       "      <td>0.011</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K01274.01</td>\n",
       "      <td>Kepler-421 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>704.962626</td>\n",
       "      <td>492.771780</td>\n",
       "      <td>2455325.772</td>\n",
       "      <td>0.8495</td>\n",
       "      <td>18.00300</td>\n",
       "      <td>2319.1</td>\n",
       "      <td>0.050753</td>\n",
       "      <td>0.24101</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>4.53</td>\n",
       "      <td>1.4108</td>\n",
       "      <td>89.95</td>\n",
       "      <td>178.0</td>\n",
       "      <td>0.24</td>\n",
       "      <td>185.0000</td>\n",
       "      <td>0.4744</td>\n",
       "      <td>0.2180</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>96.1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>5305.0</td>\n",
       "      <td>4.489</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>0.818</td>\n",
       "      <td>0.753</td>\n",
       "      <td>stellar</td>\n",
       "      <td>283.25681</td>\n",
       "      <td>45.087780</td>\n",
       "      <td>13.354</td>\n",
       "      <td>13.928</td>\n",
       "      <td>13.314</td>\n",
       "      <td>13.107</td>\n",
       "      <td>13.008</td>\n",
       "      <td>12.009</td>\n",
       "      <td>11.619</td>\n",
       "      <td>11.535</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00203.01</td>\n",
       "      <td>Kepler-17 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_SEC_DV---PLANET_OCCULT_DV---HAS_SEC_TCE</td>\n",
       "      <td>1.485711</td>\n",
       "      <td>132.793565</td>\n",
       "      <td>2454965.794</td>\n",
       "      <td>0.1050</td>\n",
       "      <td>2.28740</td>\n",
       "      <td>20824.0</td>\n",
       "      <td>0.130256</td>\n",
       "      <td>1.52356</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>14.48</td>\n",
       "      <td>0.0257</td>\n",
       "      <td>88.93</td>\n",
       "      <td>1562.0</td>\n",
       "      <td>1404.81</td>\n",
       "      <td>5.6229</td>\n",
       "      <td>0.4785</td>\n",
       "      <td>0.2193</td>\n",
       "      <td>137.066770</td>\n",
       "      <td>2002.626000</td>\n",
       "      <td>1176.6</td>\n",
       "      <td>1</td>\n",
       "      <td>724.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111101110111011000000000000000</td>\n",
       "      <td>5624.0</td>\n",
       "      <td>4.432</td>\n",
       "      <td>0.30</td>\n",
       "      <td>1.018</td>\n",
       "      <td>1.021</td>\n",
       "      <td>stellar</td>\n",
       "      <td>298.39526</td>\n",
       "      <td>47.815010</td>\n",
       "      <td>14.141</td>\n",
       "      <td>14.639</td>\n",
       "      <td>14.078</td>\n",
       "      <td>13.928</td>\n",
       "      <td>13.840</td>\n",
       "      <td>12.992</td>\n",
       "      <td>12.670</td>\n",
       "      <td>12.585</td>\n",
       "      <td>19.893021</td>\n",
       "      <td>47.815047</td>\n",
       "      <td>0.1087</td>\n",
       "      <td>0.1335</td>\n",
       "      <td>0.000810</td>\n",
       "      <td>-0.01007</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-0.011</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.017</td>\n",
       "      <td>-0.009</td>\n",
       "      <td>-0.066</td>\n",
       "      <td>0.067</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00245.04</td>\n",
       "      <td>Kepler-37 e</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>51.206903</td>\n",
       "      <td>195.730300</td>\n",
       "      <td>2455028.730</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.99000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>none</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>284.05954</td>\n",
       "      <td>44.518215</td>\n",
       "      <td>9.705</td>\n",
       "      <td>10.418</td>\n",
       "      <td>9.779</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.356</td>\n",
       "      <td>8.000</td>\n",
       "      <td>7.942</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00377.01</td>\n",
       "      <td>Kepler-9 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>LPP_DV---MOD_NONUNIQ_DV---MOD_NONUNIQ_ALT</td>\n",
       "      <td>19.270826</td>\n",
       "      <td>182.543600</td>\n",
       "      <td>2455015.544</td>\n",
       "      <td>0.1690</td>\n",
       "      <td>4.12810</td>\n",
       "      <td>6660.5</td>\n",
       "      <td>0.074186</td>\n",
       "      <td>2.75959</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>7.74</td>\n",
       "      <td>0.1423</td>\n",
       "      <td>89.74</td>\n",
       "      <td>661.0</td>\n",
       "      <td>45.05</td>\n",
       "      <td>37.8400</td>\n",
       "      <td>0.4096</td>\n",
       "      <td>0.2602</td>\n",
       "      <td>65.829210</td>\n",
       "      <td>135.699070</td>\n",
       "      <td>577.1</td>\n",
       "      <td>3</td>\n",
       "      <td>67.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5779.0</td>\n",
       "      <td>4.491</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.956</td>\n",
       "      <td>1.034</td>\n",
       "      <td>stellar</td>\n",
       "      <td>285.57397</td>\n",
       "      <td>38.400902</td>\n",
       "      <td>13.803</td>\n",
       "      <td>14.247</td>\n",
       "      <td>13.731</td>\n",
       "      <td>13.613</td>\n",
       "      <td>13.581</td>\n",
       "      <td>12.710</td>\n",
       "      <td>12.391</td>\n",
       "      <td>12.337</td>\n",
       "      <td>19.038268</td>\n",
       "      <td>38.400840</td>\n",
       "      <td>0.1500</td>\n",
       "      <td>-0.2200</td>\n",
       "      <td>-0.000060</td>\n",
       "      <td>-0.00002</td>\n",
       "      <td>0.719</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K03032.01</td>\n",
       "      <td>Kepler-1415 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.973</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>0.636425</td>\n",
       "      <td>131.688720</td>\n",
       "      <td>2454964.689</td>\n",
       "      <td>0.3190</td>\n",
       "      <td>0.94700</td>\n",
       "      <td>217.9</td>\n",
       "      <td>0.013529</td>\n",
       "      <td>5.77265</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>1.31</td>\n",
       "      <td>0.0144</td>\n",
       "      <td>86.33</td>\n",
       "      <td>1846.0</td>\n",
       "      <td>2754.93</td>\n",
       "      <td>4.9810</td>\n",
       "      <td>0.5484</td>\n",
       "      <td>0.1742</td>\n",
       "      <td>4.038990</td>\n",
       "      <td>14.027986</td>\n",
       "      <td>18.1</td>\n",
       "      <td>1</td>\n",
       "      <td>1675.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111110111011101000000000000000</td>\n",
       "      <td>5343.0</td>\n",
       "      <td>4.538</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.885</td>\n",
       "      <td>0.988</td>\n",
       "      <td>stellar</td>\n",
       "      <td>285.15692</td>\n",
       "      <td>47.873329</td>\n",
       "      <td>15.744</td>\n",
       "      <td>16.447</td>\n",
       "      <td>15.654</td>\n",
       "      <td>15.443</td>\n",
       "      <td>15.375</td>\n",
       "      <td>14.390</td>\n",
       "      <td>13.972</td>\n",
       "      <td>13.951</td>\n",
       "      <td>19.010429</td>\n",
       "      <td>47.874090</td>\n",
       "      <td>-1.1000</td>\n",
       "      <td>2.7000</td>\n",
       "      <td>0.000120</td>\n",
       "      <td>-0.00033</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.270</td>\n",
       "      <td>-0.420</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.130</td>\n",
       "      <td>-0.470</td>\n",
       "      <td>0.490</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00477.01</td>\n",
       "      <td>Kepler-567 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>16.542953</td>\n",
       "      <td>169.650310</td>\n",
       "      <td>2455002.650</td>\n",
       "      <td>0.3290</td>\n",
       "      <td>3.85160</td>\n",
       "      <td>726.0</td>\n",
       "      <td>0.024368</td>\n",
       "      <td>2.23110</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>2.31</td>\n",
       "      <td>0.1229</td>\n",
       "      <td>89.41</td>\n",
       "      <td>611.0</td>\n",
       "      <td>32.94</td>\n",
       "      <td>31.8400</td>\n",
       "      <td>0.5324</td>\n",
       "      <td>0.1828</td>\n",
       "      <td>6.060774</td>\n",
       "      <td>30.508324</td>\n",
       "      <td>36.1</td>\n",
       "      <td>1</td>\n",
       "      <td>63.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111101110111011000000000000000</td>\n",
       "      <td>5215.0</td>\n",
       "      <td>4.518</td>\n",
       "      <td>0.28</td>\n",
       "      <td>0.867</td>\n",
       "      <td>0.904</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.67261</td>\n",
       "      <td>48.302311</td>\n",
       "      <td>14.687</td>\n",
       "      <td>15.408</td>\n",
       "      <td>14.606</td>\n",
       "      <td>14.378</td>\n",
       "      <td>14.282</td>\n",
       "      <td>13.267</td>\n",
       "      <td>12.789</td>\n",
       "      <td>12.724</td>\n",
       "      <td>19.844845</td>\n",
       "      <td>48.302280</td>\n",
       "      <td>0.1500</td>\n",
       "      <td>-0.1000</td>\n",
       "      <td>0.000010</td>\n",
       "      <td>-0.00014</td>\n",
       "      <td>0.639</td>\n",
       "      <td>-0.030</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.190</td>\n",
       "      <td>0.190</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00631.01</td>\n",
       "      <td>Kepler-628 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.999</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NO_COMMENT</td>\n",
       "      <td>15.458057</td>\n",
       "      <td>173.782454</td>\n",
       "      <td>2455006.782</td>\n",
       "      <td>0.0500</td>\n",
       "      <td>8.79536</td>\n",
       "      <td>4253.2</td>\n",
       "      <td>0.059289</td>\n",
       "      <td>0.22765</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>9.11</td>\n",
       "      <td>0.1241</td>\n",
       "      <td>89.80</td>\n",
       "      <td>871.0</td>\n",
       "      <td>136.40</td>\n",
       "      <td>14.2202</td>\n",
       "      <td>0.4046</td>\n",
       "      <td>0.2638</td>\n",
       "      <td>99.721220</td>\n",
       "      <td>777.099400</td>\n",
       "      <td>1055.9</td>\n",
       "      <td>1</td>\n",
       "      <td>88.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5868.0</td>\n",
       "      <td>4.169</td>\n",
       "      <td>0.10</td>\n",
       "      <td>1.407</td>\n",
       "      <td>1.066</td>\n",
       "      <td>stellar</td>\n",
       "      <td>290.44928</td>\n",
       "      <td>39.854801</td>\n",
       "      <td>13.398</td>\n",
       "      <td>13.711</td>\n",
       "      <td>13.339</td>\n",
       "      <td>13.264</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.979</td>\n",
       "      <td>11.662</td>\n",
       "      <td>11.599</td>\n",
       "      <td>19.363284</td>\n",
       "      <td>39.854823</td>\n",
       "      <td>-0.0050</td>\n",
       "      <td>0.0760</td>\n",
       "      <td>0.000008</td>\n",
       "      <td>0.00004</td>\n",
       "      <td>0.231</td>\n",
       "      <td>0.006</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.006</td>\n",
       "      <td>0.004</td>\n",
       "      <td>0.103</td>\n",
       "      <td>0.103</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K01658.01</td>\n",
       "      <td>Kepler-76 b</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>CONFIRMED</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_SEC_DV---PLANET_OCCULT_DV---HAS_SEC_TCE</td>\n",
       "      <td>1.544929</td>\n",
       "      <td>133.548791</td>\n",
       "      <td>2454966.549</td>\n",
       "      <td>0.9180</td>\n",
       "      <td>1.43586</td>\n",
       "      <td>5817.3</td>\n",
       "      <td>0.087071</td>\n",
       "      <td>0.92015</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>13.43</td>\n",
       "      <td>0.0274</td>\n",
       "      <td>79.15</td>\n",
       "      <td>1997.0</td>\n",
       "      <td>3765.46</td>\n",
       "      <td>4.8783</td>\n",
       "      <td>0.3166</td>\n",
       "      <td>0.3030</td>\n",
       "      <td>78.916046</td>\n",
       "      <td>1154.666300</td>\n",
       "      <td>1109.7</td>\n",
       "      <td>1</td>\n",
       "      <td>692.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111011101110111000000000000000</td>\n",
       "      <td>6309.0</td>\n",
       "      <td>4.199</td>\n",
       "      <td>-0.10</td>\n",
       "      <td>1.412</td>\n",
       "      <td>1.150</td>\n",
       "      <td>stellar</td>\n",
       "      <td>294.19211</td>\n",
       "      <td>39.618999</td>\n",
       "      <td>13.308</td>\n",
       "      <td>13.644</td>\n",
       "      <td>13.250</td>\n",
       "      <td>13.164</td>\n",
       "      <td>13.121</td>\n",
       "      <td>12.343</td>\n",
       "      <td>12.134</td>\n",
       "      <td>12.092</td>\n",
       "      <td>19.612794</td>\n",
       "      <td>39.618888</td>\n",
       "      <td>-0.5720</td>\n",
       "      <td>-0.4020</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-0.00424</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.150</td>\n",
       "      <td>0.003</td>\n",
       "      <td>-0.033</td>\n",
       "      <td>0.033</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              kepler_name         predict koi_disposition koi_pdisposition  koi_score  koi_fpflag_nt  koi_fpflag_ss  koi_fpflag_co  koi_fpflag_ec                                  koi_comment  koi_period  koi_time0bk    koi_time0  koi_impact  koi_duration  koi_depth   koi_ror  koi_srho koi_fittype  koi_prad  koi_sma  koi_incl  koi_teq  koi_insol   koi_dor  koi_ldm_coeff1  koi_ldm_coeff2  koi_max_sngle_ev  koi_max_mult_ev  koi_model_snr  koi_count  koi_num_transits  koi_tce_plnt_num koi_tce_delivname                      koi_quarters  koi_steff  koi_slogg  koi_smet  koi_srad  koi_smass koi_sparprov         ra        dec  koi_kepmag  koi_gmag  koi_rmag  koi_imag  koi_zmag  koi_jmag  koi_hmag  koi_kmag  koi_fwm_sra  koi_fwm_sdec  koi_fwm_srao  koi_fwm_sdeco  koi_fwm_prao  koi_fwm_pdeco  koi_fwm_stat_sig  koi_dicco_mra  koi_dicco_mdec  koi_dicco_msky  koi_dikco_mra  koi_dikco_mdec  koi_dikco_msky  koi_comment_ALL_TRANS_CHASES  koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL  koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD  koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW  koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_CENTROID_SIGNIF_UNCERTAIN  koi_comment_CENT_CROWDED  koi_comment_CENT_FEW_DIFFS  koi_comment_CENT_FEW_MEAS  koi_comment_CENT_KIC_POS  koi_comment_CENT_NOFITS  koi_comment_CENT_RESOLVED_OFFSET  koi_comment_CENT_SATURATED  koi_comment_CENT_UNCERTAIN  koi_comment_CENT_UNRESOLVED_OFFSET  koi_comment_CLEAR_APO  koi_comment_CROWDED_DIFF  koi_comment_DEEP_V_SHAPED  koi_comment_DEPTH_ODDEVEN_ALT  koi_comment_DEPTH_ODDEVEN_DV  koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_EPHEM_MATCH  koi_comment_EYEBALL  koi_comment_FIT_FAILED  koi_comment_HALO_GHOST  koi_comment_HAS_SEC_TCE  koi_comment_INCONSISTENT_TRANS  koi_comment_INDIV_TRANS_CHASES  koi_comment_INDIV_TRANS_CHASES_MARSHALL  koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE  koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_CHASES_SKYE  koi_comment_INDIV_TRANS_MARSHALL  koi_comment_INDIV_TRANS_MARSHALL_SKYE  koi_comment_INDIV_TRANS_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_RUBBLE  koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_SKYE  koi_comment_INDIV_TRANS_SKYE_ZUMA  koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_ZUMA  koi_comment_INVERT_DIFF  koi_comment_IS_SEC_TCE  koi_comment_KIC_OFFSET  koi_comment_LPP_ALT  koi_comment_LPP_ALT_TOO_HIGH  koi_comment_LPP_DV  koi_comment_LPP_DV_TOO_HIGH  koi_comment_MARSHALL_FAIL  koi_comment_MOD_NONUNIQ_ALT  koi_comment_MOD_NONUNIQ_DV  koi_comment_MOD_ODDEVEN_ALT  koi_comment_MOD_ODDEVEN_DV  koi_comment_MOD_POS_ALT  koi_comment_MOD_POS_DV  koi_comment_MOD_SEC_ALT  koi_comment_MOD_SEC_DV  koi_comment_MOD_TER_ALT  koi_comment_MOD_TER_DV  koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH  koi_comment_PARENT_IS_002305372-pri  koi_comment_PARENT_IS_002449084-pri  koi_comment_PARENT_IS_003352751-pri  koi_comment_PARENT_IS_003858884-01  koi_comment_PARENT_IS_004482641-01  koi_comment_PARENT_IS_005024292-01  koi_comment_PARENT_IS_005036538-01  koi_comment_PARENT_IS_005343976-pri  koi_comment_PARENT_IS_005471619-pri  koi_comment_PARENT_IS_005513861-pri  koi_comment_PARENT_IS_006367628-pri  koi_comment_PARENT_IS_007258889-pri  koi_comment_PARENT_IS_007598128-pri  koi_comment_PARENT_IS_008265951-pri  koi_comment_PARENT_IS_008380743-pri  koi_comment_PARENT_IS_009541127-pri  koi_comment_PARENT_IS_009777062-01  koi_comment_PARENT_IS_010485137-pri  koi_comment_PARENT_IS_010858720-pri  koi_comment_PARENT_IS_012004679-pri  koi_comment_PARENT_IS_3597.01  koi_comment_PARENT_IS_3895.01  koi_comment_PARENT_IS_4673.01  koi_comment_PARENT_IS_489.01  koi_comment_PARENT_IS_5335.01  koi_comment_PARENT_IS_970.01  koi_comment_PARENT_IS_FL-Lyr-pri  koi_comment_PARENT_IS_RR-Lyr-pri  koi_comment_PARENT_IS_UZ-Lyr-pri  koi_comment_PARENT_IS_V2277-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-sec  koi_comment_PARENT_IS_V850-Cyg-pri  koi_comment_PERIOD_ALIAS_ALT  koi_comment_PERIOD_ALIAS_DV  koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1  koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1  koi_comment_PLANET_IN_STAR  koi_comment_PLANET_OCCULT_ALT  koi_comment_PLANET_OCCULT_DV  koi_comment_PLANET_PERIOD_IS_HALF_ALT  koi_comment_PLANET_PERIOD_IS_HALF_DV  koi_comment_RESIDUAL_TCE  koi_comment_RESID_OF_PREV_TCE  koi_comment_SAME_NTL_PERIOD  koi_comment_SAME_P_AS_PREV_NTL_TCE  koi_comment_SATURATED  koi_comment_SEASONAL_DEPTH_ALT  koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT  koi_comment_SEASONAL_DEPTH_DV  koi_comment_SIGNIF_OFFSET  koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT  koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT  koi_comment_SWEET_EB  koi_comment_SWEET_NTL  koi_comment_TOO_FEW_CENTROIDS  koi_comment_TOO_FEW_QUARTERS  koi_comment_TRANSITS_NOT_CONSISTENT  koi_comment_TRANS_GAPPED\n",
       "kepoi_name                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                \n",
       "K00125.01   Kepler-468 b   FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   0.920      0              1              0              0              NO_COMMENT                                   38.478766   151.852812   2454984.853  0.0030      5.04169       23530.0    0.138123  3.73390   LS+MCMC     13.26     0.2213   90.00     484.0    13.01      66.3614   0.4695          0.2240          261.088380        1014.996300      1077.8         1          35.0              1.0               tce               11111111111111111000000000000000  5510.0     4.539      0.16      0.879     0.973      stellar      288.90222  49.370491  13.779      14.332    13.695    13.542    13.475    12.467    12.115    12.029    19.260150    49.370446     0.0394       -0.1583         0.000100     -0.00030        0.024             0.004         -0.014           0.014           0.043         -0.347           0.349           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00129.01   Kepler-470 b   FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   1.000      0              1              0              0              NO_COMMENT                                   24.669193   132.864236   2454965.864  0.0730      7.03515       7382.3     0.076351  0.74047   LS+MCMC     77.76     0.2322   89.85     1485.0   1150.61    28.7730   0.5281          0.1958          88.018220         431.797500       603.0          2          54.0              1.0               tce               11111111111111111000000000000000  5313.0     2.936      0.56      9.327     2.736      stellar      297.00943  50.372318  13.224      13.484    13.170    13.113    13.089    12.269    12.042    12.034    19.800632    50.372381     0.1260        0.2200         0.001800     -0.00071        0.000            -0.195          0.127           0.233          -0.005          0.016           0.017           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K01450.01   Kepler-854 b   FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   0.041      0              1              0              0              HAS_SEC_TCE                                  2.144632    133.984128   2454966.984  1.2280      6.27010       19837.0    0.415349  0.04677   LS+MCMC     59.19     0.0334   56.90     1736.0   2146.82    2.2490    0.3153          0.3023          117.249420        1522.276200      334.8          1          629.0             1.0               tce               11111111111111111000000000000000  6296.0     4.240     -0.16      1.305     1.076      stellar      293.35129  43.134640  13.480      13.847    13.409    13.322    13.184    12.378    12.106    12.046    19.556751    43.134666    -0.0590        0.0941        -0.000690     -0.00057        0.000             0.055          0.116           0.128           0.011          0.069           0.070           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       1                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K01274.01   Kepler-421 b   FALSE POSITIVE  CONFIRMED       CANDIDATE        0.000      0              0              0              0                                                           704.962626  492.771780   2455325.772  0.8495      18.00300      2319.1     0.050753  0.24101   MCMC        4.53      1.4108   89.95     178.0    0.24       185.0000  0.4744          0.2180         NaN               NaN               96.1           1         NaN               NaN                                  NaN                               5305.0     4.489     -0.26      0.818     0.753      stellar      283.25681  45.087780  13.354      13.928    13.314    13.107    13.008    12.009    11.619    11.535   NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00203.01   Kepler-17 b    FALSE POSITIVE  CONFIRMED       CANDIDATE        1.000      0              1              0              0              MOD_SEC_DV---PLANET_OCCULT_DV---HAS_SEC_TCE  1.485711    132.793565   2454965.794  0.1050      2.28740       20824.0    0.130256  1.52356   LS+MCMC     14.48     0.0257   88.93     1562.0   1404.81    5.6229    0.4785          0.2193          137.066770        2002.626000      1176.6         1          724.0             1.0               tce               11111101110111011000000000000000  5624.0     4.432      0.30      1.018     1.021      stellar      298.39526  47.815010  14.141      14.639    14.078    13.928    13.840    12.992    12.670    12.585    19.893021    47.815047     0.1087        0.1335         0.000810     -0.01007        0.000            -0.011          0.014           0.017          -0.009         -0.066           0.067           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       1                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        1                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              1                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00245.04   Kepler-37 e    FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   0.000      1              0              0              0                                                           51.206903   195.730300   2455028.730 NaN          8.99000      NaN        NaN       NaN        none       NaN       NaN      NaN       NaN      NaN        NaN       NaN             NaN             NaN               NaN              NaN             4         NaN               NaN                                  NaN                              NaN        NaN        NaN       NaN       NaN         NaN          284.05954  44.518215  9.705       10.418    9.779    NaN       NaN        8.356     8.000     7.942    NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00377.01   Kepler-9 b     FALSE POSITIVE  CONFIRMED       CANDIDATE        0.000      0              0              0              0              LPP_DV---MOD_NONUNIQ_DV---MOD_NONUNIQ_ALT    19.270826   182.543600   2455015.544  0.1690      4.12810       6660.5     0.074186  2.75959   LS+MCMC     7.74      0.1423   89.74     661.0    45.05      37.8400   0.4096          0.2602          65.829210         135.699070       577.1          3          67.0              2.0               tce               11111111111111111000000000000000  5779.0     4.491      0.12      0.956     1.034      stellar      285.57397  38.400902  13.803      14.247    13.731    13.613    13.581    12.710    12.391    12.337    19.038268    38.400840     0.1500       -0.2200        -0.000060     -0.00002        0.719             0.000          0.000           0.000           0.100          0.100           0.200           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             1                   0                            0                          1                            1                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K03032.01   Kepler-1415 b  FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   0.973      0              1              0              0              NO_COMMENT                                   0.636425    131.688720   2454964.689  0.3190      0.94700       217.9      0.013529  5.77265   LS+MCMC     1.31      0.0144   86.33     1846.0   2754.93    4.9810    0.5484          0.1742          4.038990          14.027986        18.1           1          1675.0            1.0               tce               11111110111011101000000000000000  5343.0     4.538      0.44      0.885     0.988      stellar      285.15692  47.873329  15.744      16.447    15.654    15.443    15.375    14.390    13.972    13.951    19.010429    47.874090    -1.1000        2.7000         0.000120     -0.00033        0.001             0.270         -0.420           0.500           0.130         -0.470           0.490           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00477.01   Kepler-567 b   FALSE POSITIVE  CONFIRMED       CANDIDATE        1.000      1              0              0              0              NO_COMMENT                                   16.542953   169.650310   2455002.650  0.3290      3.85160       726.0      0.024368  2.23110   LS+MCMC     2.31      0.1229   89.41     611.0    32.94      31.8400   0.5324          0.1828          6.060774          30.508324        36.1           1          63.0              1.0               tce               11111101110111011000000000000000  5215.0     4.518      0.28      0.867     0.904      stellar      297.67261  48.302311  14.687      15.408    14.606    14.378    14.282    13.267    12.789    12.724    19.844845    48.302280     0.1500       -0.1000         0.000010     -0.00014        0.639            -0.030          0.080           0.080           0.020          0.190           0.190           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00631.01   Kepler-628 b   FALSE POSITIVE  CONFIRMED       FALSE POSITIVE   0.999      0              1              0              0              NO_COMMENT                                   15.458057   173.782454   2455006.782  0.0500      8.79536       4253.2     0.059289  0.22765   LS+MCMC     9.11      0.1241   89.80     871.0    136.40     14.2202   0.4046          0.2638          99.721220         777.099400       1055.9         1          88.0              1.0               tce               11111111111111111000000000000000  5868.0     4.169      0.10      1.407     1.066      stellar      290.44928  39.854801  13.398      13.711    13.339    13.264   NaN        11.979    11.662    11.599    19.363284    39.854823    -0.0050        0.0760         0.000008      0.00004        0.231             0.006          0.001           0.006           0.004          0.103           0.103           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K01658.01   Kepler-76 b    FALSE POSITIVE  CONFIRMED       CANDIDATE        1.000      0              1              0              0              MOD_SEC_DV---PLANET_OCCULT_DV---HAS_SEC_TCE  1.544929    133.548791   2454966.549  0.9180      1.43586       5817.3     0.087071  0.92015   LS+MCMC     13.43     0.0274   79.15     1997.0   3765.46    4.8783    0.3166          0.3030          78.916046         1154.666300      1109.7         1          692.0             1.0               tce               11111011101110111000000000000000  6309.0     4.199     -0.10      1.412     1.150      stellar      294.19211  39.618999  13.308      13.644    13.250    13.164    13.121    12.343    12.134    12.092    19.612794    39.618888    -0.5720       -0.4020        NaN           -0.00424       NaN                0.100          0.110           0.150           0.003         -0.033           0.033           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       1                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        1                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              1                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
    "    print(  'Size: ' + str(onehot_dataset.query( 'predict == \"FALSE POSITIVE\" & koi_disposition == \"CONFIRMED\"' ).shape) )\n",
    "    display(               onehot_dataset.query( 'predict == \"FALSE POSITIVE\" & koi_disposition == \"CONFIRMED\"' )        )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "15 CANDIDATE planets predicted to be FALSE POSITIVE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Size:(15, 188)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>kepler_name</th>\n",
       "      <th>predict</th>\n",
       "      <th>koi_disposition</th>\n",
       "      <th>koi_pdisposition</th>\n",
       "      <th>koi_score</th>\n",
       "      <th>koi_fpflag_nt</th>\n",
       "      <th>koi_fpflag_ss</th>\n",
       "      <th>koi_fpflag_co</th>\n",
       "      <th>koi_fpflag_ec</th>\n",
       "      <th>koi_comment</th>\n",
       "      <th>koi_period</th>\n",
       "      <th>koi_time0bk</th>\n",
       "      <th>koi_time0</th>\n",
       "      <th>koi_impact</th>\n",
       "      <th>koi_duration</th>\n",
       "      <th>koi_depth</th>\n",
       "      <th>koi_ror</th>\n",
       "      <th>koi_srho</th>\n",
       "      <th>koi_fittype</th>\n",
       "      <th>koi_prad</th>\n",
       "      <th>koi_sma</th>\n",
       "      <th>koi_incl</th>\n",
       "      <th>koi_teq</th>\n",
       "      <th>koi_insol</th>\n",
       "      <th>koi_dor</th>\n",
       "      <th>koi_ldm_coeff1</th>\n",
       "      <th>koi_ldm_coeff2</th>\n",
       "      <th>koi_max_sngle_ev</th>\n",
       "      <th>koi_max_mult_ev</th>\n",
       "      <th>koi_model_snr</th>\n",
       "      <th>koi_count</th>\n",
       "      <th>koi_num_transits</th>\n",
       "      <th>koi_tce_plnt_num</th>\n",
       "      <th>koi_tce_delivname</th>\n",
       "      <th>koi_quarters</th>\n",
       "      <th>koi_steff</th>\n",
       "      <th>koi_slogg</th>\n",
       "      <th>koi_smet</th>\n",
       "      <th>koi_srad</th>\n",
       "      <th>koi_smass</th>\n",
       "      <th>koi_sparprov</th>\n",
       "      <th>ra</th>\n",
       "      <th>dec</th>\n",
       "      <th>koi_kepmag</th>\n",
       "      <th>koi_gmag</th>\n",
       "      <th>koi_rmag</th>\n",
       "      <th>koi_imag</th>\n",
       "      <th>koi_zmag</th>\n",
       "      <th>koi_jmag</th>\n",
       "      <th>koi_hmag</th>\n",
       "      <th>koi_kmag</th>\n",
       "      <th>koi_fwm_sra</th>\n",
       "      <th>koi_fwm_sdec</th>\n",
       "      <th>koi_fwm_srao</th>\n",
       "      <th>koi_fwm_sdeco</th>\n",
       "      <th>koi_fwm_prao</th>\n",
       "      <th>koi_fwm_pdeco</th>\n",
       "      <th>koi_fwm_stat_sig</th>\n",
       "      <th>koi_dicco_mra</th>\n",
       "      <th>koi_dicco_mdec</th>\n",
       "      <th>koi_dicco_msky</th>\n",
       "      <th>koi_dikco_mra</th>\n",
       "      <th>koi_dikco_mdec</th>\n",
       "      <th>koi_dikco_msky</th>\n",
       "      <th>koi_comment_ALL_TRANS_CHASES</th>\n",
       "      <th>koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL</th>\n",
       "      <th>koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW</th>\n",
       "      <th>koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_CENTROID_SIGNIF_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_CROWDED</th>\n",
       "      <th>koi_comment_CENT_FEW_DIFFS</th>\n",
       "      <th>koi_comment_CENT_FEW_MEAS</th>\n",
       "      <th>koi_comment_CENT_KIC_POS</th>\n",
       "      <th>koi_comment_CENT_NOFITS</th>\n",
       "      <th>koi_comment_CENT_RESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CENT_SATURATED</th>\n",
       "      <th>koi_comment_CENT_UNCERTAIN</th>\n",
       "      <th>koi_comment_CENT_UNRESOLVED_OFFSET</th>\n",
       "      <th>koi_comment_CLEAR_APO</th>\n",
       "      <th>koi_comment_CROWDED_DIFF</th>\n",
       "      <th>koi_comment_DEEP_V_SHAPED</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_DEPTH_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW</th>\n",
       "      <th>koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW</th>\n",
       "      <th>koi_comment_EPHEM_MATCH</th>\n",
       "      <th>koi_comment_EYEBALL</th>\n",
       "      <th>koi_comment_FIT_FAILED</th>\n",
       "      <th>koi_comment_HALO_GHOST</th>\n",
       "      <th>koi_comment_HAS_SEC_TCE</th>\n",
       "      <th>koi_comment_INCONSISTENT_TRANS</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_CHASES_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_MARSHALL_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA</th>\n",
       "      <th>koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER</th>\n",
       "      <th>koi_comment_INDIV_TRANS_ZUMA</th>\n",
       "      <th>koi_comment_INVERT_DIFF</th>\n",
       "      <th>koi_comment_IS_SEC_TCE</th>\n",
       "      <th>koi_comment_KIC_OFFSET</th>\n",
       "      <th>koi_comment_LPP_ALT</th>\n",
       "      <th>koi_comment_LPP_ALT_TOO_HIGH</th>\n",
       "      <th>koi_comment_LPP_DV</th>\n",
       "      <th>koi_comment_LPP_DV_TOO_HIGH</th>\n",
       "      <th>koi_comment_MARSHALL_FAIL</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_ALT</th>\n",
       "      <th>koi_comment_MOD_NONUNIQ_DV</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_ALT</th>\n",
       "      <th>koi_comment_MOD_ODDEVEN_DV</th>\n",
       "      <th>koi_comment_MOD_POS_ALT</th>\n",
       "      <th>koi_comment_MOD_POS_DV</th>\n",
       "      <th>koi_comment_MOD_SEC_ALT</th>\n",
       "      <th>koi_comment_MOD_SEC_DV</th>\n",
       "      <th>koi_comment_MOD_TER_ALT</th>\n",
       "      <th>koi_comment_MOD_TER_DV</th>\n",
       "      <th>koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH</th>\n",
       "      <th>koi_comment_PARENT_IS_002305372-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_002449084-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003352751-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_003858884-01</th>\n",
       "      <th>koi_comment_PARENT_IS_004482641-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005024292-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005036538-01</th>\n",
       "      <th>koi_comment_PARENT_IS_005343976-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005471619-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_005513861-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_006367628-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007258889-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_007598128-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008265951-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_008380743-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009541127-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_009777062-01</th>\n",
       "      <th>koi_comment_PARENT_IS_010485137-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_010858720-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_012004679-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_3597.01</th>\n",
       "      <th>koi_comment_PARENT_IS_3895.01</th>\n",
       "      <th>koi_comment_PARENT_IS_4673.01</th>\n",
       "      <th>koi_comment_PARENT_IS_489.01</th>\n",
       "      <th>koi_comment_PARENT_IS_5335.01</th>\n",
       "      <th>koi_comment_PARENT_IS_970.01</th>\n",
       "      <th>koi_comment_PARENT_IS_FL-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_RR-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_UZ-Lyr-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V2277-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-pri</th>\n",
       "      <th>koi_comment_PARENT_IS_V380-Cyg-sec</th>\n",
       "      <th>koi_comment_PARENT_IS_V850-Cyg-pri</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_ALT</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_DV</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1</th>\n",
       "      <th>koi_comment_PLANET_IN_STAR</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_ALT</th>\n",
       "      <th>koi_comment_PLANET_OCCULT_DV</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_ALT</th>\n",
       "      <th>koi_comment_PLANET_PERIOD_IS_HALF_DV</th>\n",
       "      <th>koi_comment_RESIDUAL_TCE</th>\n",
       "      <th>koi_comment_RESID_OF_PREV_TCE</th>\n",
       "      <th>koi_comment_SAME_NTL_PERIOD</th>\n",
       "      <th>koi_comment_SAME_P_AS_PREV_NTL_TCE</th>\n",
       "      <th>koi_comment_SATURATED</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT</th>\n",
       "      <th>koi_comment_SEASONAL_DEPTH_DV</th>\n",
       "      <th>koi_comment_SIGNIF_OFFSET</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT</th>\n",
       "      <th>koi_comment_SWEET_EB</th>\n",
       "      <th>koi_comment_SWEET_NTL</th>\n",
       "      <th>koi_comment_TOO_FEW_CENTROIDS</th>\n",
       "      <th>koi_comment_TOO_FEW_QUARTERS</th>\n",
       "      <th>koi_comment_TRANSITS_NOT_CONSISTENT</th>\n",
       "      <th>koi_comment_TRANS_GAPPED</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kepoi_name</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <td>K00989.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>81.221876</td>\n",
       "      <td>184.261640</td>\n",
       "      <td>2455017.262</td>\n",
       "      <td>1.0100</td>\n",
       "      <td>4.11350</td>\n",
       "      <td>9883.0</td>\n",
       "      <td>0.173832</td>\n",
       "      <td>2.10745</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>16.59</td>\n",
       "      <td>0.3620</td>\n",
       "      <td>89.38</td>\n",
       "      <td>385.0</td>\n",
       "      <td>5.20</td>\n",
       "      <td>90.2000</td>\n",
       "      <td>0.4300</td>\n",
       "      <td>0.2466</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>5619.0</td>\n",
       "      <td>4.536</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.874</td>\n",
       "      <td>0.956</td>\n",
       "      <td>stellar</td>\n",
       "      <td>296.38229</td>\n",
       "      <td>48.045311</td>\n",
       "      <td>15.488</td>\n",
       "      <td>16.084</td>\n",
       "      <td>15.416</td>\n",
       "      <td>15.233</td>\n",
       "      <td>15.129</td>\n",
       "      <td>14.110</td>\n",
       "      <td>13.804</td>\n",
       "      <td>13.859</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K01384.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>TRANS_GAPPED---SAME_NTL_PERIOD---CENT_NOFITS</td>\n",
       "      <td>0.624387</td>\n",
       "      <td>133.043654</td>\n",
       "      <td>2454966.044</td>\n",
       "      <td>1.1570</td>\n",
       "      <td>1.92102</td>\n",
       "      <td>36855.0</td>\n",
       "      <td>0.436347</td>\n",
       "      <td>0.72365</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>29.45</td>\n",
       "      <td>0.0122</td>\n",
       "      <td>61.97</td>\n",
       "      <td>1639.0</td>\n",
       "      <td>1693.36</td>\n",
       "      <td>2.4615</td>\n",
       "      <td>0.3888</td>\n",
       "      <td>0.2787</td>\n",
       "      <td>132.582060</td>\n",
       "      <td>1920.889200</td>\n",
       "      <td>628.3</td>\n",
       "      <td>1</td>\n",
       "      <td>1068.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>5211.0</td>\n",
       "      <td>4.644</td>\n",
       "      <td>-1.10</td>\n",
       "      <td>0.618</td>\n",
       "      <td>0.612</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.57349</td>\n",
       "      <td>45.233299</td>\n",
       "      <td>15.487</td>\n",
       "      <td>16.164</td>\n",
       "      <td>15.476</td>\n",
       "      <td>15.197</td>\n",
       "      <td>15.027</td>\n",
       "      <td>14.027</td>\n",
       "      <td>13.595</td>\n",
       "      <td>13.427</td>\n",
       "      <td>19.838218</td>\n",
       "      <td>45.233269</td>\n",
       "      <td>-0.5389</td>\n",
       "      <td>-0.1121</td>\n",
       "      <td>-0.003000</td>\n",
       "      <td>0.001000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.091</td>\n",
       "      <td>-0.011</td>\n",
       "      <td>0.091</td>\n",
       "      <td>0.093</td>\n",
       "      <td>0.019</td>\n",
       "      <td>0.095</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K01463.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>INDIV_TRANS_CHASES_MARSHALL---INCONSISTENT_TRANS---CENT_FEW_DIFFS</td>\n",
       "      <td>1064.268096</td>\n",
       "      <td>144.086072</td>\n",
       "      <td>2454977.086</td>\n",
       "      <td>0.4470</td>\n",
       "      <td>11.55210</td>\n",
       "      <td>22772.0</td>\n",
       "      <td>0.141743</td>\n",
       "      <td>6.74821</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>33.63</td>\n",
       "      <td>2.1525</td>\n",
       "      <td>89.97</td>\n",
       "      <td>281.0</td>\n",
       "      <td>1.47</td>\n",
       "      <td>739.3000</td>\n",
       "      <td>0.3069</td>\n",
       "      <td>0.2998</td>\n",
       "      <td>424.710300</td>\n",
       "      <td>426.684940</td>\n",
       "      <td>1171.2</td>\n",
       "      <td>1</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>6340.0</td>\n",
       "      <td>3.833</td>\n",
       "      <td>-0.46</td>\n",
       "      <td>2.173</td>\n",
       "      <td>1.174</td>\n",
       "      <td>stellar</td>\n",
       "      <td>288.25864</td>\n",
       "      <td>43.376465</td>\n",
       "      <td>12.328</td>\n",
       "      <td>12.499</td>\n",
       "      <td>12.296</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.251</td>\n",
       "      <td>11.033</td>\n",
       "      <td>10.968</td>\n",
       "      <td>19.217244</td>\n",
       "      <td>43.376485</td>\n",
       "      <td>0.0801</td>\n",
       "      <td>0.0692</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.050</td>\n",
       "      <td>-0.036</td>\n",
       "      <td>0.062</td>\n",
       "      <td>0.108</td>\n",
       "      <td>-0.008</td>\n",
       "      <td>0.109</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K00489.02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>8.874603</td>\n",
       "      <td>140.295400</td>\n",
       "      <td>2454973.295</td>\n",
       "      <td>0.1897</td>\n",
       "      <td>2.88000</td>\n",
       "      <td>93.3</td>\n",
       "      <td>0.008920</td>\n",
       "      <td>3.05288</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.24</td>\n",
       "      <td>0.0923</td>\n",
       "      <td>89.38</td>\n",
       "      <td>1070.0</td>\n",
       "      <td>309.50</td>\n",
       "      <td>23.3400</td>\n",
       "      <td>0.2977</td>\n",
       "      <td>0.3212</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.4</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>6517.0</td>\n",
       "      <td>4.349</td>\n",
       "      <td>0.21</td>\n",
       "      <td>1.278</td>\n",
       "      <td>1.332</td>\n",
       "      <td>stellar</td>\n",
       "      <td>291.54099</td>\n",
       "      <td>37.816559</td>\n",
       "      <td>14.613</td>\n",
       "      <td>14.981</td>\n",
       "      <td>14.553</td>\n",
       "      <td>14.456</td>\n",
       "      <td>14.430</td>\n",
       "      <td>13.646</td>\n",
       "      <td>13.408</td>\n",
       "      <td>13.356</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K02322.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>332.749840</td>\n",
       "      <td>386.910200</td>\n",
       "      <td>2455219.910</td>\n",
       "      <td>0.1296</td>\n",
       "      <td>14.77000</td>\n",
       "      <td>518.1</td>\n",
       "      <td>0.020980</td>\n",
       "      <td>0.90434</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>2.55</td>\n",
       "      <td>0.9616</td>\n",
       "      <td>89.95</td>\n",
       "      <td>302.0</td>\n",
       "      <td>1.97</td>\n",
       "      <td>174.3000</td>\n",
       "      <td>0.3052</td>\n",
       "      <td>0.3067</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.7</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>NaN</td>\n",
       "      <td>6372.0</td>\n",
       "      <td>4.375</td>\n",
       "      <td>-0.20</td>\n",
       "      <td>1.112</td>\n",
       "      <td>1.063</td>\n",
       "      <td>stellar</td>\n",
       "      <td>295.03903</td>\n",
       "      <td>43.954540</td>\n",
       "      <td>15.487</td>\n",
       "      <td>15.907</td>\n",
       "      <td>15.433</td>\n",
       "      <td>15.308</td>\n",
       "      <td>15.216</td>\n",
       "      <td>14.333</td>\n",
       "      <td>14.001</td>\n",
       "      <td>13.999</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05326.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>506.771836</td>\n",
       "      <td>158.749800</td>\n",
       "      <td>2454991.750</td>\n",
       "      <td>0.1643</td>\n",
       "      <td>10.53500</td>\n",
       "      <td>195.2</td>\n",
       "      <td>0.012851</td>\n",
       "      <td>3.64962</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.80</td>\n",
       "      <td>1.2029</td>\n",
       "      <td>89.95</td>\n",
       "      <td>275.0</td>\n",
       "      <td>1.35</td>\n",
       "      <td>367.3000</td>\n",
       "      <td>0.3260</td>\n",
       "      <td>0.2964</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6035.0</td>\n",
       "      <td>4.177</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>1.283</td>\n",
       "      <td>0.903</td>\n",
       "      <td>stellar</td>\n",
       "      <td>288.57758</td>\n",
       "      <td>42.296021</td>\n",
       "      <td>12.588</td>\n",
       "      <td>12.995</td>\n",
       "      <td>12.541</td>\n",
       "      <td>12.413</td>\n",
       "      <td>12.358</td>\n",
       "      <td>11.456</td>\n",
       "      <td>11.148</td>\n",
       "      <td>11.064</td>\n",
       "      <td>19.238541</td>\n",
       "      <td>42.296360</td>\n",
       "      <td>1.4000</td>\n",
       "      <td>1.2000</td>\n",
       "      <td>-0.000250</td>\n",
       "      <td>-0.000250</td>\n",
       "      <td>0.008</td>\n",
       "      <td>-0.610</td>\n",
       "      <td>-2.460</td>\n",
       "      <td>2.530</td>\n",
       "      <td>-0.610</td>\n",
       "      <td>-2.540</td>\n",
       "      <td>2.620</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05232.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>476.397520</td>\n",
       "      <td>227.048600</td>\n",
       "      <td>2455060.049</td>\n",
       "      <td>0.2293</td>\n",
       "      <td>12.13000</td>\n",
       "      <td>287.8</td>\n",
       "      <td>0.015670</td>\n",
       "      <td>2.17849</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.82</td>\n",
       "      <td>1.2101</td>\n",
       "      <td>89.95</td>\n",
       "      <td>261.0</td>\n",
       "      <td>1.09</td>\n",
       "      <td>296.8000</td>\n",
       "      <td>0.3091</td>\n",
       "      <td>0.3048</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6300.0</td>\n",
       "      <td>4.401</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>1.064</td>\n",
       "      <td>1.034</td>\n",
       "      <td>stellar</td>\n",
       "      <td>293.48605</td>\n",
       "      <td>41.320229</td>\n",
       "      <td>13.710</td>\n",
       "      <td>14.085</td>\n",
       "      <td>13.664</td>\n",
       "      <td>13.549</td>\n",
       "      <td>13.523</td>\n",
       "      <td>12.626</td>\n",
       "      <td>12.315</td>\n",
       "      <td>12.319</td>\n",
       "      <td>19.565741</td>\n",
       "      <td>41.320020</td>\n",
       "      <td>0.2000</td>\n",
       "      <td>-0.8000</td>\n",
       "      <td>-0.000070</td>\n",
       "      <td>0.000240</td>\n",
       "      <td>0.267</td>\n",
       "      <td>1.160</td>\n",
       "      <td>0.520</td>\n",
       "      <td>1.280</td>\n",
       "      <td>1.200</td>\n",
       "      <td>0.700</td>\n",
       "      <td>1.390</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05017.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>492.252990</td>\n",
       "      <td>520.860000</td>\n",
       "      <td>2455353.860</td>\n",
       "      <td>0.2260</td>\n",
       "      <td>5.07700</td>\n",
       "      <td>372.7</td>\n",
       "      <td>0.017612</td>\n",
       "      <td>30.99751</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.80</td>\n",
       "      <td>1.2046</td>\n",
       "      <td>89.95</td>\n",
       "      <td>224.0</td>\n",
       "      <td>0.59</td>\n",
       "      <td>735.0000</td>\n",
       "      <td>0.3991</td>\n",
       "      <td>0.2651</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.6</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5755.0</td>\n",
       "      <td>4.478</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>0.936</td>\n",
       "      <td>0.961</td>\n",
       "      <td>stellar</td>\n",
       "      <td>292.13519</td>\n",
       "      <td>38.926491</td>\n",
       "      <td>13.465</td>\n",
       "      <td>13.964</td>\n",
       "      <td>13.401</td>\n",
       "      <td>13.251</td>\n",
       "      <td>13.185</td>\n",
       "      <td>12.266</td>\n",
       "      <td>11.913</td>\n",
       "      <td>11.811</td>\n",
       "      <td>19.475649</td>\n",
       "      <td>38.926260</td>\n",
       "      <td>-1.3000</td>\n",
       "      <td>-0.8000</td>\n",
       "      <td>0.000470</td>\n",
       "      <td>0.000320</td>\n",
       "      <td>0.148</td>\n",
       "      <td>-2.700</td>\n",
       "      <td>0.610</td>\n",
       "      <td>2.770</td>\n",
       "      <td>-2.940</td>\n",
       "      <td>0.640</td>\n",
       "      <td>3.010</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05788.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>242.484764</td>\n",
       "      <td>367.222000</td>\n",
       "      <td>2455200.222</td>\n",
       "      <td>0.1785</td>\n",
       "      <td>6.45100</td>\n",
       "      <td>361.7</td>\n",
       "      <td>0.017505</td>\n",
       "      <td>7.65749</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.58</td>\n",
       "      <td>0.7425</td>\n",
       "      <td>89.95</td>\n",
       "      <td>283.0</td>\n",
       "      <td>1.51</td>\n",
       "      <td>287.7000</td>\n",
       "      <td>0.3192</td>\n",
       "      <td>0.2992</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.6</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6068.0</td>\n",
       "      <td>4.568</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>0.829</td>\n",
       "      <td>0.926</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.83392</td>\n",
       "      <td>47.420731</td>\n",
       "      <td>14.960</td>\n",
       "      <td>14.960</td>\n",
       "      <td>14.514</td>\n",
       "      <td>14.366</td>\n",
       "      <td>14.315</td>\n",
       "      <td>13.486</td>\n",
       "      <td>13.152</td>\n",
       "      <td>13.069</td>\n",
       "      <td>19.855607</td>\n",
       "      <td>47.420090</td>\n",
       "      <td>0.4000</td>\n",
       "      <td>-2.3000</td>\n",
       "      <td>-0.000240</td>\n",
       "      <td>0.000920</td>\n",
       "      <td>0.108</td>\n",
       "      <td>1.090</td>\n",
       "      <td>1.500</td>\n",
       "      <td>1.900</td>\n",
       "      <td>0.860</td>\n",
       "      <td>1.500</td>\n",
       "      <td>1.700</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05904.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>322.544807</td>\n",
       "      <td>267.926200</td>\n",
       "      <td>2455100.926</td>\n",
       "      <td>0.0183</td>\n",
       "      <td>11.23600</td>\n",
       "      <td>88.0</td>\n",
       "      <td>0.008442</td>\n",
       "      <td>1.96578</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>0.68</td>\n",
       "      <td>0.8613</td>\n",
       "      <td>89.95</td>\n",
       "      <td>219.0</td>\n",
       "      <td>0.55</td>\n",
       "      <td>221.1000</td>\n",
       "      <td>0.4552</td>\n",
       "      <td>0.2308</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5359.0</td>\n",
       "      <td>4.611</td>\n",
       "      <td>-0.28</td>\n",
       "      <td>0.741</td>\n",
       "      <td>0.823</td>\n",
       "      <td>stellar</td>\n",
       "      <td>296.71918</td>\n",
       "      <td>49.359940</td>\n",
       "      <td>11.697</td>\n",
       "      <td>12.237</td>\n",
       "      <td>11.636</td>\n",
       "      <td>11.466</td>\n",
       "      <td>11.396</td>\n",
       "      <td>10.406</td>\n",
       "      <td>9.997</td>\n",
       "      <td>9.949</td>\n",
       "      <td>19.781350</td>\n",
       "      <td>49.359470</td>\n",
       "      <td>2.5000</td>\n",
       "      <td>-1.7000</td>\n",
       "      <td>-0.000250</td>\n",
       "      <td>0.000060</td>\n",
       "      <td>0.011</td>\n",
       "      <td>2.110</td>\n",
       "      <td>0.590</td>\n",
       "      <td>2.190</td>\n",
       "      <td>1.760</td>\n",
       "      <td>-0.570</td>\n",
       "      <td>1.850</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05920.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>471.396980</td>\n",
       "      <td>247.080200</td>\n",
       "      <td>2455080.080</td>\n",
       "      <td>0.3379</td>\n",
       "      <td>10.71400</td>\n",
       "      <td>329.9</td>\n",
       "      <td>0.016945</td>\n",
       "      <td>2.85227</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.87</td>\n",
       "      <td>1.2155</td>\n",
       "      <td>89.95</td>\n",
       "      <td>265.0</td>\n",
       "      <td>1.16</td>\n",
       "      <td>322.0000</td>\n",
       "      <td>0.2831</td>\n",
       "      <td>0.3126</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.1</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6587.0</td>\n",
       "      <td>4.463</td>\n",
       "      <td>-0.50</td>\n",
       "      <td>1.008</td>\n",
       "      <td>1.078</td>\n",
       "      <td>stellar</td>\n",
       "      <td>287.65161</td>\n",
       "      <td>49.686501</td>\n",
       "      <td>13.731</td>\n",
       "      <td>13.952</td>\n",
       "      <td>13.657</td>\n",
       "      <td>13.592</td>\n",
       "      <td>13.596</td>\n",
       "      <td>12.848</td>\n",
       "      <td>12.622</td>\n",
       "      <td>12.548</td>\n",
       "      <td>19.176787</td>\n",
       "      <td>49.686400</td>\n",
       "      <td>0.4000</td>\n",
       "      <td>-0.4000</td>\n",
       "      <td>-0.000170</td>\n",
       "      <td>0.000160</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.050</td>\n",
       "      <td>-2.300</td>\n",
       "      <td>2.300</td>\n",
       "      <td>0.030</td>\n",
       "      <td>-2.200</td>\n",
       "      <td>2.200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05927.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>436.428520</td>\n",
       "      <td>452.270500</td>\n",
       "      <td>2455285.271</td>\n",
       "      <td>0.3772</td>\n",
       "      <td>13.80000</td>\n",
       "      <td>163.9</td>\n",
       "      <td>0.011866</td>\n",
       "      <td>1.15862</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.26</td>\n",
       "      <td>1.1288</td>\n",
       "      <td>89.95</td>\n",
       "      <td>245.0</td>\n",
       "      <td>0.86</td>\n",
       "      <td>226.8000</td>\n",
       "      <td>0.3496</td>\n",
       "      <td>0.2896</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.2</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5997.0</td>\n",
       "      <td>4.466</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>0.971</td>\n",
       "      <td>1.004</td>\n",
       "      <td>stellar</td>\n",
       "      <td>287.29846</td>\n",
       "      <td>49.703049</td>\n",
       "      <td>13.298</td>\n",
       "      <td>13.720</td>\n",
       "      <td>13.238</td>\n",
       "      <td>13.116</td>\n",
       "      <td>13.070</td>\n",
       "      <td>12.158</td>\n",
       "      <td>11.858</td>\n",
       "      <td>11.795</td>\n",
       "      <td>19.153216</td>\n",
       "      <td>49.703050</td>\n",
       "      <td>-0.5000</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.000070</td>\n",
       "      <td>0.000020</td>\n",
       "      <td>0.899</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K05884.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td></td>\n",
       "      <td>588.637590</td>\n",
       "      <td>246.525000</td>\n",
       "      <td>2455079.525</td>\n",
       "      <td>0.3978</td>\n",
       "      <td>3.84000</td>\n",
       "      <td>322.1</td>\n",
       "      <td>0.016355</td>\n",
       "      <td>71.74966</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.52</td>\n",
       "      <td>1.2726</td>\n",
       "      <td>89.95</td>\n",
       "      <td>185.0</td>\n",
       "      <td>0.28</td>\n",
       "      <td>1095.0000</td>\n",
       "      <td>0.5395</td>\n",
       "      <td>0.1759</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.4</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5135.0</td>\n",
       "      <td>4.479</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.849</td>\n",
       "      <td>0.792</td>\n",
       "      <td>stellar</td>\n",
       "      <td>285.33615</td>\n",
       "      <td>49.190769</td>\n",
       "      <td>13.714</td>\n",
       "      <td>14.421</td>\n",
       "      <td>13.654</td>\n",
       "      <td>13.410</td>\n",
       "      <td>13.297</td>\n",
       "      <td>12.309</td>\n",
       "      <td>11.850</td>\n",
       "      <td>11.766</td>\n",
       "      <td>19.022374</td>\n",
       "      <td>49.191800</td>\n",
       "      <td>-1.3000</td>\n",
       "      <td>3.7000</td>\n",
       "      <td>0.000460</td>\n",
       "      <td>-0.001040</td>\n",
       "      <td>0.006</td>\n",
       "      <td>-0.090</td>\n",
       "      <td>1.457</td>\n",
       "      <td>1.460</td>\n",
       "      <td>0.200</td>\n",
       "      <td>1.850</td>\n",
       "      <td>1.860</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K04000.02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>LPP_DV_TOO_HIGH---PARENT_IS_V380-Cyg-pri</td>\n",
       "      <td>12.427135</td>\n",
       "      <td>141.415900</td>\n",
       "      <td>2454974.416</td>\n",
       "      <td>0.0110</td>\n",
       "      <td>12.81000</td>\n",
       "      <td>32.5</td>\n",
       "      <td>0.005259</td>\n",
       "      <td>0.05107</td>\n",
       "      <td>MCMC</td>\n",
       "      <td>1.05</td>\n",
       "      <td>0.1167</td>\n",
       "      <td>89.95</td>\n",
       "      <td>1143.0</td>\n",
       "      <td>403.80</td>\n",
       "      <td>7.4700</td>\n",
       "      <td>0.2893</td>\n",
       "      <td>0.3130</td>\n",
       "      <td>5.163706</td>\n",
       "      <td>10.004603</td>\n",
       "      <td>4.2</td>\n",
       "      <td>2</td>\n",
       "      <td>109.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>11111111111111111000000000000000</td>\n",
       "      <td>6561.0</td>\n",
       "      <td>4.054</td>\n",
       "      <td>-0.08</td>\n",
       "      <td>1.821</td>\n",
       "      <td>1.376</td>\n",
       "      <td>stellar</td>\n",
       "      <td>297.72037</td>\n",
       "      <td>40.650200</td>\n",
       "      <td>13.306</td>\n",
       "      <td>13.675</td>\n",
       "      <td>13.285</td>\n",
       "      <td>13.147</td>\n",
       "      <td>13.129</td>\n",
       "      <td>12.338</td>\n",
       "      <td>12.131</td>\n",
       "      <td>12.038</td>\n",
       "      <td>19.848010</td>\n",
       "      <td>40.650150</td>\n",
       "      <td>-0.5900</td>\n",
       "      <td>-0.1800</td>\n",
       "      <td>0.000068</td>\n",
       "      <td>0.000029</td>\n",
       "      <td>0.095</td>\n",
       "      <td>-2.090</td>\n",
       "      <td>-0.830</td>\n",
       "      <td>2.250</td>\n",
       "      <td>-1.920</td>\n",
       "      <td>-0.840</td>\n",
       "      <td>2.090</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td>K07213.01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>CANDIDATE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>FALSE POSITIVE</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>MOD_SEC_DV---PLANET_PERIOD_IS_HALF_DV---MOD_SEC_ALT---PLANET_PERIOD_IS_HALF_ALT---HAS_SEC_TCE---CENT_RESOLVED_OFFSET</td>\n",
       "      <td>0.379412</td>\n",
       "      <td>131.611590</td>\n",
       "      <td>2454964.612</td>\n",
       "      <td>0.2430</td>\n",
       "      <td>1.56100</td>\n",
       "      <td>594.0</td>\n",
       "      <td>0.021795</td>\n",
       "      <td>0.97450</td>\n",
       "      <td>LS+MCMC</td>\n",
       "      <td>1.59</td>\n",
       "      <td>0.0090</td>\n",
       "      <td>82.85</td>\n",
       "      <td>1643.0</td>\n",
       "      <td>1724.34</td>\n",
       "      <td>1.9500</td>\n",
       "      <td>0.7032</td>\n",
       "      <td>0.0563</td>\n",
       "      <td>3.157755</td>\n",
       "      <td>8.522534</td>\n",
       "      <td>20.2</td>\n",
       "      <td>1</td>\n",
       "      <td>814.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>tce</td>\n",
       "      <td>00000000011111111000000000000000</td>\n",
       "      <td>4331.0</td>\n",
       "      <td>4.620</td>\n",
       "      <td>0.07</td>\n",
       "      <td>0.666</td>\n",
       "      <td>0.675</td>\n",
       "      <td>stellar</td>\n",
       "      <td>289.87915</td>\n",
       "      <td>46.322498</td>\n",
       "      <td>14.785</td>\n",
       "      <td>15.527</td>\n",
       "      <td>14.746</td>\n",
       "      <td>14.465</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.466</td>\n",
       "      <td>14.900</td>\n",
       "      <td>14.369</td>\n",
       "      <td>19.325110</td>\n",
       "      <td>46.321360</td>\n",
       "      <td>-6.2000</td>\n",
       "      <td>-4.1000</td>\n",
       "      <td>0.002100</td>\n",
       "      <td>0.001180</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-7.540</td>\n",
       "      <td>-5.280</td>\n",
       "      <td>9.200</td>\n",
       "      <td>-8.207</td>\n",
       "      <td>-6.154</td>\n",
       "      <td>10.258</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           kepler_name    predict koi_disposition koi_pdisposition  koi_score  koi_fpflag_nt  koi_fpflag_ss  koi_fpflag_co  koi_fpflag_ec                                                                                                           koi_comment   koi_period  koi_time0bk    koi_time0  koi_impact  koi_duration  koi_depth   koi_ror  koi_srho koi_fittype  koi_prad  koi_sma  koi_incl  koi_teq  koi_insol    koi_dor  koi_ldm_coeff1  koi_ldm_coeff2  koi_max_sngle_ev  koi_max_mult_ev  koi_model_snr  koi_count  koi_num_transits  koi_tce_plnt_num koi_tce_delivname                      koi_quarters  koi_steff  koi_slogg  koi_smet  koi_srad  koi_smass koi_sparprov         ra        dec  koi_kepmag  koi_gmag  koi_rmag  koi_imag  koi_zmag  koi_jmag  koi_hmag  koi_kmag  koi_fwm_sra  koi_fwm_sdec  koi_fwm_srao  koi_fwm_sdeco  koi_fwm_prao  koi_fwm_pdeco  koi_fwm_stat_sig  koi_dicco_mra  koi_dicco_mdec  koi_dicco_msky  koi_dikco_mra  koi_dikco_mdec  koi_dikco_msky  koi_comment_ALL_TRANS_CHASES  koi_comment_ALT_ROBO_ODD_EVEN_TEST_FAIL  koi_comment_ALT_SEC_SAME_DEPTH_AS_PRI_COULD_BE_TWICE_TRUE_PERIOD  koi_comment_ALT_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_ALT_SIG_PRI_MINUS_SIG_TER_TOO_LOW  koi_comment_ALT_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_CENTROID_SIGNIF_UNCERTAIN  koi_comment_CENT_CROWDED  koi_comment_CENT_FEW_DIFFS  koi_comment_CENT_FEW_MEAS  koi_comment_CENT_KIC_POS  koi_comment_CENT_NOFITS  koi_comment_CENT_RESOLVED_OFFSET  koi_comment_CENT_SATURATED  koi_comment_CENT_UNCERTAIN  koi_comment_CENT_UNRESOLVED_OFFSET  koi_comment_CLEAR_APO  koi_comment_CROWDED_DIFF  koi_comment_DEEP_V_SHAPED  koi_comment_DEPTH_ODDEVEN_ALT  koi_comment_DEPTH_ODDEVEN_DV  koi_comment_DV_SIG_PRI_MINUS_SIG_POS_TOO_LOW  koi_comment_DV_SIG_PRI_OVER_FRED_TOO_LOW  koi_comment_EPHEM_MATCH  koi_comment_EYEBALL  koi_comment_FIT_FAILED  koi_comment_HALO_GHOST  koi_comment_HAS_SEC_TCE  koi_comment_INCONSISTENT_TRANS  koi_comment_INDIV_TRANS_CHASES  koi_comment_INDIV_TRANS_CHASES_MARSHALL  koi_comment_INDIV_TRANS_CHASES_MARSHALL_SKYE  koi_comment_INDIV_TRANS_CHASES_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_CHASES_SKYE  koi_comment_INDIV_TRANS_MARSHALL  koi_comment_INDIV_TRANS_MARSHALL_SKYE  koi_comment_INDIV_TRANS_MARSHALL_ZUMA  koi_comment_INDIV_TRANS_RUBBLE  koi_comment_INDIV_TRANS_RUBBLE_MARSHALL_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA  koi_comment_INDIV_TRANS_RUBBLE_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_SKYE  koi_comment_INDIV_TRANS_SKYE_ZUMA  koi_comment_INDIV_TRANS_SKYE_ZUMA_TRACKER  koi_comment_INDIV_TRANS_ZUMA  koi_comment_INVERT_DIFF  koi_comment_IS_SEC_TCE  koi_comment_KIC_OFFSET  koi_comment_LPP_ALT  koi_comment_LPP_ALT_TOO_HIGH  koi_comment_LPP_DV  koi_comment_LPP_DV_TOO_HIGH  koi_comment_MARSHALL_FAIL  koi_comment_MOD_NONUNIQ_ALT  koi_comment_MOD_NONUNIQ_DV  koi_comment_MOD_ODDEVEN_ALT  koi_comment_MOD_ODDEVEN_DV  koi_comment_MOD_POS_ALT  koi_comment_MOD_POS_DV  koi_comment_MOD_SEC_ALT  koi_comment_MOD_SEC_DV  koi_comment_MOD_TER_ALT  koi_comment_MOD_TER_DV  koi_comment_OTHER_TCE_AT_SAME_PERIOD_DIFF_EPOCH  koi_comment_PARENT_IS_002305372-pri  koi_comment_PARENT_IS_002449084-pri  koi_comment_PARENT_IS_003352751-pri  koi_comment_PARENT_IS_003858884-01  koi_comment_PARENT_IS_004482641-01  koi_comment_PARENT_IS_005024292-01  koi_comment_PARENT_IS_005036538-01  koi_comment_PARENT_IS_005343976-pri  koi_comment_PARENT_IS_005471619-pri  koi_comment_PARENT_IS_005513861-pri  koi_comment_PARENT_IS_006367628-pri  koi_comment_PARENT_IS_007258889-pri  koi_comment_PARENT_IS_007598128-pri  koi_comment_PARENT_IS_008265951-pri  koi_comment_PARENT_IS_008380743-pri  koi_comment_PARENT_IS_009541127-pri  koi_comment_PARENT_IS_009777062-01  koi_comment_PARENT_IS_010485137-pri  koi_comment_PARENT_IS_010858720-pri  koi_comment_PARENT_IS_012004679-pri  koi_comment_PARENT_IS_3597.01  koi_comment_PARENT_IS_3895.01  koi_comment_PARENT_IS_4673.01  koi_comment_PARENT_IS_489.01  koi_comment_PARENT_IS_5335.01  koi_comment_PARENT_IS_970.01  koi_comment_PARENT_IS_FL-Lyr-pri  koi_comment_PARENT_IS_RR-Lyr-pri  koi_comment_PARENT_IS_UZ-Lyr-pri  koi_comment_PARENT_IS_V2277-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-pri  koi_comment_PARENT_IS_V380-Cyg-sec  koi_comment_PARENT_IS_V850-Cyg-pri  koi_comment_PERIOD_ALIAS_ALT  koi_comment_PERIOD_ALIAS_DV  koi_comment_PERIOD_ALIAS_IN_ALT_DATA_SEEN_AT_3:1  koi_comment_PERIOD_ALIAS_IN_DV_DATA_SEEN_AT_3:1  koi_comment_PLANET_IN_STAR  koi_comment_PLANET_OCCULT_ALT  koi_comment_PLANET_OCCULT_DV  koi_comment_PLANET_PERIOD_IS_HALF_ALT  koi_comment_PLANET_PERIOD_IS_HALF_DV  koi_comment_RESIDUAL_TCE  koi_comment_RESID_OF_PREV_TCE  koi_comment_SAME_NTL_PERIOD  koi_comment_SAME_P_AS_PREV_NTL_TCE  koi_comment_SATURATED  koi_comment_SEASONAL_DEPTH_ALT  koi_comment_SEASONAL_DEPTH_DIFFS_IN_ALT  koi_comment_SEASONAL_DEPTH_DV  koi_comment_SIGNIF_OFFSET  koi_comment_SIG_SEC_IN_ALT_MODEL_SHIFT  koi_comment_SIG_SEC_IN_DV_MODEL_SHIFT  koi_comment_SWEET_EB  koi_comment_SWEET_NTL  koi_comment_TOO_FEW_CENTROIDS  koi_comment_TOO_FEW_QUARTERS  koi_comment_TRANSITS_NOT_CONSISTENT  koi_comment_TRANS_GAPPED\n",
       "kepoi_name                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   \n",
       "K00989.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    81.221876    184.261640   2455017.262  1.0100      4.11350       9883.0     0.173832  2.10745   MCMC        16.59     0.3620   89.38     385.0    5.20       90.2000    0.4300          0.2466         NaN               NaN               63.0           4         NaN               NaN                                  NaN                               5619.0     4.536      0.02      0.874     0.956      stellar      296.38229  48.045311  15.488      16.084    15.416    15.233    15.129    14.110    13.804    13.859   NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K01384.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      1              0              0              0              TRANS_GAPPED---SAME_NTL_PERIOD---CENT_NOFITS                                                                          0.624387     133.043654   2454966.044  1.1570      1.92102       36855.0    0.436347  0.72365   LS+MCMC     29.45     0.0122   61.97     1639.0   1693.36    2.4615     0.3888          0.2787          132.582060        1920.889200      628.3          1          1068.0            2.0               tce               11111111111111111000000000000000  5211.0     4.644     -1.10      0.618     0.612      stellar      297.57349  45.233299  15.487      16.164    15.476    15.197    15.027    14.027    13.595    13.427    19.838218    45.233269    -0.5389       -0.1121        -0.003000      0.001000       0.000             0.091         -0.011           0.091           0.093          0.019           0.095           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         1                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              1                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    1                       \n",
       "K01463.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              1              0              0              INDIV_TRANS_CHASES_MARSHALL---INCONSISTENT_TRANS---CENT_FEW_DIFFS                                                     1064.268096  144.086072   2454977.086  0.4470      11.55210      22772.0    0.141743  6.74821   LS+MCMC     33.63     2.1525   89.97     281.0    1.47       739.3000   0.3069          0.2998          424.710300        426.684940       1171.2         1          3.0               1.0               tce               11111111111111111000000000000000  6340.0     3.833     -0.46      2.173     1.174      stellar      288.25864  43.376465  12.328      12.499    12.296   NaN       NaN        11.251    11.033    10.968    19.217244    43.376485     0.0801        0.0692         0.000000      0.000000       0.281             0.050         -0.036           0.062           0.108         -0.008           0.109           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         1                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        1                               0                               1                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K00489.02   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    8.874603     140.295400   2454973.295  0.1897      2.88000       93.3       0.008920  3.05288   MCMC        1.24      0.0923   89.38     1070.0   309.50     23.3400    0.2977          0.3212         NaN               NaN               5.4            2         NaN               NaN                                  NaN                               6517.0     4.349      0.21      1.278     1.332      stellar      291.54099  37.816559  14.613      14.981    14.553    14.456    14.430    13.646    13.408    13.356   NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K02322.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    332.749840   386.910200   2455219.910  0.1296      14.77000      518.1      0.020980  0.90434   MCMC        2.55      0.9616   89.95     302.0    1.97       174.3000   0.3052          0.3067         NaN               NaN               8.7            1         NaN               NaN                                  NaN                               6372.0     4.375     -0.20      1.112     1.063      stellar      295.03903  43.954540  15.487      15.907    15.433    15.308    15.216    14.333    14.001    13.999   NaN          NaN           NaN           NaN            NaN           NaN            NaN               NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05326.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    506.771836   158.749800   2454991.750  0.1643      10.53500      195.2      0.012851  3.64962   MCMC        1.80      1.2029   89.95     275.0    1.35       367.3000   0.3260          0.2964         NaN               NaN               15.0           1         NaN                1.0               tce               NaN                               6035.0     4.177     -0.44      1.283     0.903      stellar      288.57758  42.296021  12.588      12.995    12.541    12.413    12.358    11.456    11.148    11.064    19.238541    42.296360     1.4000        1.2000        -0.000250     -0.000250       0.008            -0.610         -2.460           2.530          -0.610         -2.540           2.620           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05232.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    476.397520   227.048600   2455060.049  0.2293      12.13000      287.8      0.015670  2.17849   MCMC        1.82      1.2101   89.95     261.0    1.09       296.8000   0.3091          0.3048         NaN               NaN               11.1           1         NaN                1.0               tce               NaN                               6300.0     4.401     -0.24      1.064     1.034      stellar      293.48605  41.320229  13.710      14.085    13.664    13.549    13.523    12.626    12.315    12.319    19.565741    41.320020     0.2000       -0.8000        -0.000070      0.000240       0.267             1.160          0.520           1.280           1.200          0.700           1.390           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05017.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    492.252990   520.860000   2455353.860  0.2260      5.07700       372.7      0.017612  30.99751  MCMC        1.80      1.2046   89.95     224.0    0.59       735.0000   0.3991          0.2651         NaN               NaN               11.6           1         NaN                1.0               tce               NaN                               5755.0     4.478     -0.04      0.936     0.961      stellar      292.13519  38.926491  13.465      13.964    13.401    13.251    13.185    12.266    11.913    11.811    19.475649    38.926260    -1.3000       -0.8000         0.000470      0.000320       0.148            -2.700          0.610           2.770          -2.940          0.640           3.010           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05788.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    242.484764   367.222000   2455200.222  0.1785      6.45100       361.7      0.017505  7.65749   MCMC        1.58      0.7425   89.95     283.0    1.51       287.7000   0.3192          0.2992         NaN               NaN               7.6            1         NaN                1.0               tce               NaN                               6068.0     4.568     -0.50      0.829     0.926      stellar      297.83392  47.420731  14.960      14.960    14.514    14.366    14.315    13.486    13.152    13.069    19.855607    47.420090     0.4000       -2.3000        -0.000240      0.000920       0.108             1.090          1.500           1.900           0.860          1.500           1.700           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05904.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    322.544807   267.926200   2455100.926  0.0183      11.23600      88.0       0.008442  1.96578   MCMC        0.68      0.8613   89.95     219.0    0.55       221.1000   0.4552          0.2308         NaN               NaN               12.1           1         NaN                1.0               tce               NaN                               5359.0     4.611     -0.28      0.741     0.823      stellar      296.71918  49.359940  11.697      12.237    11.636    11.466    11.396    10.406    9.997     9.949     19.781350    49.359470     2.5000       -1.7000        -0.000250      0.000060       0.011             2.110          0.590           2.190           1.760         -0.570           1.850           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05920.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    471.396980   247.080200   2455080.080  0.3379      10.71400      329.9      0.016945  2.85227   MCMC        1.87      1.2155   89.95     265.0    1.16       322.0000   0.2831          0.3126         NaN               NaN               13.1           1         NaN                1.0               tce               NaN                               6587.0     4.463     -0.50      1.008     1.078      stellar      287.65161  49.686501  13.731      13.952    13.657    13.592    13.596    12.848    12.622    12.548    19.176787    49.686400     0.4000       -0.4000        -0.000170      0.000160       0.560             0.050         -2.300           2.300           0.030         -2.200           2.200           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05927.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    436.428520   452.270500   2455285.271  0.3772      13.80000      163.9      0.011866  1.15862   MCMC        1.26      1.1288   89.95     245.0    0.86       226.8000   0.3496          0.2896         NaN               NaN               9.2            1         NaN                1.0               tce               NaN                               5997.0     4.466     -0.14      0.971     1.004      stellar      287.29846  49.703049  13.298      13.720    13.238    13.116    13.070    12.158    11.858    11.795    19.153216    49.703050    -0.5000        0.0000         0.000070      0.000020       0.899            NaN            NaN             NaN             NaN            NaN             NaN              0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K05884.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      0              0              0              0                                                                                                                                    588.637590   246.525000   2455079.525  0.3978      3.84000       322.1      0.016355  71.74966  MCMC        1.52      1.2726   89.95     185.0    0.28       1095.0000  0.5395          0.1759         NaN               NaN               7.4            1         NaN                1.0               tce               NaN                               5135.0     4.479      0.04      0.849     0.792      stellar      285.33615  49.190769  13.714      14.421    13.654    13.410    13.297    12.309    11.850    11.766    19.022374    49.191800    -1.3000        3.7000         0.000460     -0.001040       0.006            -0.090          1.457           1.460           0.200          1.850           1.860           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K04000.02   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.000      1              0              0              1              LPP_DV_TOO_HIGH---PARENT_IS_V380-Cyg-pri                                                                              12.427135    141.415900   2454974.416  0.0110      12.81000      32.5       0.005259  0.05107   MCMC        1.05      0.1167   89.95     1143.0   403.80     7.4700     0.2893          0.3130          5.163706          10.004603        4.2            2          109.0             2.0               tce               11111111111111111000000000000000  6561.0     4.054     -0.08      1.821     1.376      stellar      297.72037  40.650200  13.306      13.675    13.285    13.147    13.129    12.338    12.131    12.038    19.848010    40.650150    -0.5900       -0.1800         0.000068      0.000029       0.095            -2.090         -0.830           2.250          -1.920         -0.840           2.090           0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        0                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       0                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   1                            0                          0                            0                           0                            0                           0                        0                       0                        0                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    1                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             0                                      0                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       \n",
       "K07213.01   NaN         CANDIDATE  FALSE POSITIVE  FALSE POSITIVE   0.016      0              0              1              0              MOD_SEC_DV---PLANET_PERIOD_IS_HALF_DV---MOD_SEC_ALT---PLANET_PERIOD_IS_HALF_ALT---HAS_SEC_TCE---CENT_RESOLVED_OFFSET  0.379412     131.611590   2454964.612  0.2430      1.56100       594.0      0.021795  0.97450   LS+MCMC     1.59      0.0090   82.85     1643.0   1724.34    1.9500     0.7032          0.0563          3.157755          8.522534         20.2           1          814.0             1.0               tce               00000000011111111000000000000000  4331.0     4.620      0.07      0.666     0.675      stellar      289.87915  46.322498  14.785      15.527    14.746    14.465   NaN        15.466    14.900    14.369    19.325110    46.321360    -6.2000       -4.1000         0.002100      0.001180       0.000            -7.540         -5.280           9.200          -8.207         -6.154           10.258          0                             0                                        0                                                                 0                                              0                                              0                                          0                                      0                         0                           0                          0                         0                        1                                 0                           0                           0                                   0                      0                         0                          0                              0                             0                                             0                                         0                        0                    0                       0                       1                        0                               0                               0                                        0                                             0                                             0                                    0                                 0                                      0                                      0                               0                                             0                                    0                                         0                                                 0                             0                                  0                                          0                             0                        0                       0                       0                    0                             0                   0                            0                          0                            0                           0                            0                           0                        0                       1                        1                       0                        0                       0                                                0                                    0                                    0                                    0                                   0                                   0                                   0                                   0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                    0                                   0                                    0                                    0                                    0                              0                              0                              0                             0                              0                             0                                 0                                 0                                 0                                    0                                   0                                   0                                   0                             0                            0                                                 0                                                0                           0                              0                             1                                      1                                     0                         0                              0                            0                                   0                      0                               0                                        0                              0                          0                                       0                                      0                     0                      0                              0                             0                                    0                       "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
    "    print(   'Size: ' + str( onehot_dataset.query( 'predict == \"CANDIDATE\" & koi_disposition == \"FALSE POSITIVE\"' ).shape ))\n",
    "    display(                 onehot_dataset.query( 'predict == \"CANDIDATE\" & koi_disposition == \"FALSE POSITIVE\"' )        )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}