Riksantikvarieämbetet RAÄ CC0.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Riksantikvarieämbetet RAÄ -  K-samsök - CC0 \n",
    "version 1.0\n",
    "\n",
    "* this [notebook](https://github.com/salgo60/open-data-examples/blob/master/Riksantikvarie%C3%A4mbetet%20RA%C3%84%20CC0.ipynb)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Last run:  2020-12-14 21:30:16.822771\n"
     ]
    }
   ],
   "source": [
    "from datetime import datetime\n",
    "start_time  = datetime.now()\n",
    "print(\"Last run: \", start_time)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=1\n",
      "501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=501\n",
      "1001 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=1001\n",
      "1501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=1501\n",
      "2001 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=2001\n",
      "2501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=2501\n",
      "3001 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=3001\n",
      "3501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=3501\n",
      "4001 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=4001\n",
      "4501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=4501\n",
      "5001 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=5001\n",
      "5501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=5501\n",
      "6001 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=6001\n",
      "6501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=6501\n",
      "7001 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=7001\n",
      "7501 http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=7501\n"
     ]
    }
   ],
   "source": [
    "# get all records just sends 500 records --> we need to loop and I guess 8000 records\n",
    "import urllib3, json\n",
    "import pandas as pd  \n",
    "import pprint\n",
    "http = urllib3.PoolManager()\n",
    "urlbase = \"http://www.kulturarvsdata.se/ksamsok/api?method=search&hitsPerPage=500&query=serviceName=%22srdb%22&recordSchema=xml&fields=itemLabel,lon,lat,url,parishName&startRecord=\"\n",
    "pd.set_option(\"display.max.columns\", None) \n",
    "dftot = pd.DataFrame()\n",
    "pp = pprint.PrettyPrinter(indent=1)\n",
    "\n",
    "dftot = pd.DataFrame(columns=['itemId', 'itemLabel', 'lon' ,'lat','url', 'parishName'])\n",
    "\n",
    "#for i in range(1,5,5):\n",
    "for i in range(1,8000,500):\n",
    "    url = urlbase + str(i)\n",
    "    print (i, url)\n",
    "    r = http.request('GET', url,headers={\"Accept\" : 'application/json'})\n",
    "    data = json.loads(r.data)\n",
    "#    pp.pprint(data)\n",
    "    i = 0 \n",
    "    if len(data[\"result\"][\"records\"]) > 0:\n",
    "        for r in data[\"result\"][\"records\"][\"record\"]:\n",
    "            for f in r[\"field\"]:\n",
    "                #itemId itemLabel lon lat url parishName\n",
    "                if f[\"name\"] in 'itemId':\n",
    "                   itemId =  f[\"content\"]\n",
    "                if f[\"name\"] in 'itemLabel':\n",
    "                   itemLabel =  f[\"content\"]\n",
    "                if f[\"name\"] in 'lon':\n",
    "                   lon =  f[\"content\"]\n",
    "                if f[\"name\"] in 'lat':\n",
    "                   lat =  f[\"content\"]\n",
    "                if f[\"name\"] in 'url':\n",
    "                   url =  f[\"content\"]\n",
    "                if f[\"name\"] in 'parishName':\n",
    "                   parishName =  f[\"content\"]\n",
    "\n",
    "            dftot = dftot.append({'itemId': itemId, 'itemLabel': itemLabel, 'lon': lon, \n",
    "                   'lat': lat, 'url': url, 'parishName' : parishName }, ignore_index=True)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 7189 entries, 0 to 7188\n",
      "Data columns (total 6 columns):\n",
      " #   Column      Non-Null Count  Dtype  \n",
      "---  ------      --------------  -----  \n",
      " 0   itemId      7189 non-null   object \n",
      " 1   itemLabel   7189 non-null   object \n",
      " 2   lon         7189 non-null   float64\n",
      " 3   lat         7189 non-null   float64\n",
      " 4   url         7189 non-null   object \n",
      " 5   parishName  7189 non-null   object \n",
      "dtypes: float64(2), object(4)\n",
      "memory usage: 337.1+ KB\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "print(dftot.info())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<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>itemId</th>\n",
       "      <th>itemLabel</th>\n",
       "      <th>lon</th>\n",
       "      <th>lat</th>\n",
       "      <th>url</th>\n",
       "      <th>parishName</th>\n",
       "      <th>kulturarvsdata</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/2512da5a-8c0c...</td>\n",
       "      <td>Öl Köping29, Köpings kyrka</td>\n",
       "      <td>16.71840</td>\n",
       "      <td>56.8781</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=2...</td>\n",
       "      <td>Köpings socken</td>\n",
       "      <td>/uu/srdb/2512da5a-8c0c-4122-b46c-834a8f9ee3a2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/0ad9a81c-15b5...</td>\n",
       "      <td>U 283, Torsåker (Tjursåker)</td>\n",
       "      <td>17.93190</td>\n",
       "      <td>59.5551</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d...</td>\n",
       "      <td>Hammarby socken</td>\n",
       "      <td>/uu/srdb/0ad9a81c-15b5-4b38-bf4c-292e8ce7c824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/0ae15e3f-6005...</td>\n",
       "      <td>N 518, Værnes kirke</td>\n",
       "      <td>10.95490</td>\n",
       "      <td>63.4543</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=2...</td>\n",
       "      <td>Værnes sogn</td>\n",
       "      <td>/uu/srdb/0ae15e3f-6005-485d-8f7a-0122ceda2f08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/0aeba88b-42a8...</td>\n",
       "      <td>N 124, Ål kirke</td>\n",
       "      <td>8.55757</td>\n",
       "      <td>60.6288</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=2...</td>\n",
       "      <td>Ål sogn</td>\n",
       "      <td>/uu/srdb/0aeba88b-42a8-4088-b3a9-dda45ed98555</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/0d166a6c-476e...</td>\n",
       "      <td>N A85, Kaupanger kirke</td>\n",
       "      <td>7.23340</td>\n",
       "      <td>61.1842</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=4...</td>\n",
       "      <td>Kaupanger sogn</td>\n",
       "      <td>/uu/srdb/0d166a6c-476e-4ba4-a0cd-434873d2484c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\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",
       "      <th>7184</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/fda1ef7f-c940...</td>\n",
       "      <td>DR 129, Durup</td>\n",
       "      <td>9.63083</td>\n",
       "      <td>56.7035</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=2...</td>\n",
       "      <td>Durup sogn</td>\n",
       "      <td>/uu/srdb/fda1ef7f-c940-4e77-ac5b-60f8192b4a33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7185</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/fda7958c-cb57...</td>\n",
       "      <td>N B501, Gullskoen, Bryggen, Bergen</td>\n",
       "      <td>5.32341</td>\n",
       "      <td>60.3974</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d...</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>/uu/srdb/fda7958c-cb57-4e33-8524-7a1a20545b55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7186</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/fde7a05b-ce80...</td>\n",
       "      <td>N 661, Gullskoen, Bryggen, Bergen</td>\n",
       "      <td>5.32341</td>\n",
       "      <td>60.3974</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=9...</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>/uu/srdb/fde7a05b-ce80-456b-8eae-8370b539a4a8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7187</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/fecc9ad2-2186...</td>\n",
       "      <td>U 526, Frötuna kyrka</td>\n",
       "      <td>18.67500</td>\n",
       "      <td>59.7415</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=4...</td>\n",
       "      <td>Frötuna socken</td>\n",
       "      <td>/uu/srdb/fecc9ad2-2186-42a4-9ab5-f8eed687897c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7188</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/fef48cf2-fa3f...</td>\n",
       "      <td>G 326, Valla</td>\n",
       "      <td>18.94480</td>\n",
       "      <td>57.7991</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=8...</td>\n",
       "      <td>Rute socken</td>\n",
       "      <td>/uu/srdb/fef48cf2-fa3f-4f6e-81f4-600b1891e5bb</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7189 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 itemId  \\\n",
       "0     http://kulturarvsdata.se/uu/srdb/2512da5a-8c0c...   \n",
       "1     http://kulturarvsdata.se/uu/srdb/0ad9a81c-15b5...   \n",
       "2     http://kulturarvsdata.se/uu/srdb/0ae15e3f-6005...   \n",
       "3     http://kulturarvsdata.se/uu/srdb/0aeba88b-42a8...   \n",
       "4     http://kulturarvsdata.se/uu/srdb/0d166a6c-476e...   \n",
       "...                                                 ...   \n",
       "7184  http://kulturarvsdata.se/uu/srdb/fda1ef7f-c940...   \n",
       "7185  http://kulturarvsdata.se/uu/srdb/fda7958c-cb57...   \n",
       "7186  http://kulturarvsdata.se/uu/srdb/fde7a05b-ce80...   \n",
       "7187  http://kulturarvsdata.se/uu/srdb/fecc9ad2-2186...   \n",
       "7188  http://kulturarvsdata.se/uu/srdb/fef48cf2-fa3f...   \n",
       "\n",
       "                               itemLabel       lon      lat  \\\n",
       "0             Öl Köping29, Köpings kyrka  16.71840  56.8781   \n",
       "1            U 283, Torsåker (Tjursåker)  17.93190  59.5551   \n",
       "2                    N 518, Værnes kirke  10.95490  63.4543   \n",
       "3                        N 124, Ål kirke   8.55757  60.6288   \n",
       "4                 N A85, Kaupanger kirke   7.23340  61.1842   \n",
       "...                                  ...       ...      ...   \n",
       "7184                       DR 129, Durup   9.63083  56.7035   \n",
       "7185  N B501, Gullskoen, Bryggen, Bergen   5.32341  60.3974   \n",
       "7186   N 661, Gullskoen, Bryggen, Bergen   5.32341  60.3974   \n",
       "7187                U 526, Frötuna kyrka  18.67500  59.7415   \n",
       "7188                        G 326, Valla  18.94480  57.7991   \n",
       "\n",
       "                                                    url       parishName  \\\n",
       "0     https://app.raa.se/open/runor/inscription?id=2...   Köpings socken   \n",
       "1     https://app.raa.se/open/runor/inscription?id=d...  Hammarby socken   \n",
       "2     https://app.raa.se/open/runor/inscription?id=2...      Værnes sogn   \n",
       "3     https://app.raa.se/open/runor/inscription?id=2...          Ål sogn   \n",
       "4     https://app.raa.se/open/runor/inscription?id=4...   Kaupanger sogn   \n",
       "...                                                 ...              ...   \n",
       "7184  https://app.raa.se/open/runor/inscription?id=2...       Durup sogn   \n",
       "7185  https://app.raa.se/open/runor/inscription?id=d...           Bergen   \n",
       "7186  https://app.raa.se/open/runor/inscription?id=9...           Bergen   \n",
       "7187  https://app.raa.se/open/runor/inscription?id=4...   Frötuna socken   \n",
       "7188  https://app.raa.se/open/runor/inscription?id=8...      Rute socken   \n",
       "\n",
       "                                     kulturarvsdata  \n",
       "0     /uu/srdb/2512da5a-8c0c-4122-b46c-834a8f9ee3a2  \n",
       "1     /uu/srdb/0ad9a81c-15b5-4b38-bf4c-292e8ce7c824  \n",
       "2     /uu/srdb/0ae15e3f-6005-485d-8f7a-0122ceda2f08  \n",
       "3     /uu/srdb/0aeba88b-42a8-4088-b3a9-dda45ed98555  \n",
       "4     /uu/srdb/0d166a6c-476e-4ba4-a0cd-434873d2484c  \n",
       "...                                             ...  \n",
       "7184  /uu/srdb/fda1ef7f-c940-4e77-ac5b-60f8192b4a33  \n",
       "7185  /uu/srdb/fda7958c-cb57-4e33-8524-7a1a20545b55  \n",
       "7186  /uu/srdb/fde7a05b-ce80-456b-8eae-8370b539a4a8  \n",
       "7187  /uu/srdb/fecc9ad2-2186-42a4-9ab5-f8eed687897c  \n",
       "7188  /uu/srdb/fef48cf2-fa3f-4f6e-81f4-600b1891e5bb  \n",
       "\n",
       "[7189 rows x 7 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dftot[\"kulturarvsdata\"] =  dftot[\"itemId\"].astype(str).str.replace(\"http://kulturarvsdata.se\",\"\")\n",
    "\n",
    "dftot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot parishNames feels odd data and strings... maybe better to ask Evighetsrunor --> \n",
    "# looks like they have an internal id for the parish\n",
    "# Hovs socken = WD Q10526719 --> https://app.raa.se/open/runor/search_results?key=parish&id=731b06b7-8bb4-43bb-8031-fb788ae7c14e\n",
    "# Hovs socken = WD Q10526721 --> https://app.raa.se/open/runor/search_results?key=parish&id=a591aadf-687d-4e37-9d44-178d30a949f7\n",
    "plot = dftot[\"parishName\"].value_counts()[1:50].plot.pie(y='counts', figsize=(5, 5))  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ended:  2020-12-14 21:31:31.329999\n",
      "Time elapsed (hh:mm:ss.ms) 0:01:14.507643\n"
     ]
    }
   ],
   "source": [
    "end = datetime.now()\n",
    "print(\"Ended: \", end) \n",
    "print('Time elapsed (hh:mm:ss.ms) {}'.format(datetime.now() - start_time))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#can we create a Graph guess we should have more fields"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import networkx as nx\n",
    "G = nx.Graph()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "G = nx.from_pandas_edgelist(dftot[1:40], 'itemLabel', 'parishName')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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AdnY2mzZtwmw206BBA957/z2carUDoPDGOXLO7yPjwHKSN41F7/0UBbHfUpqXSequWQAkrx9FwvL+ZB75AMv9NEpLS1m5ciUffPAB9evXx2g0YrHYUzpOnDhBixYtmDdvHlq9HrXOQHHSdZyrt0bn4mu/fi0GolKr0Zq9QK3BVlxAyb1blNy7SfbpCABMTXpTEHsWp6c741e9IWlpaXTt2pXTp08zceJEFi5cyNWrVxk2bJhy3oxN+qLSaDHWbo+DVwgAjhXrk3/9DMJWijUnDdRqLBlJJK0OoyD2LMJmxe2ZYTjXaoc+sCYb500iOTmZwsJC1Go133//PQEBATRp0oR58+Yx4qVhWDKT0Zg8Uak1aJzMGJ6qj62kEIC8y19gbtIbAGEtxn/4agJeeo+C66cRFnsOdvaF/Zg9ffj666/x9PRk/fr1ADRp0gSNRkOzZs0oLi6mefPmnL4ah6VUgEaH1uRhP1BrCQ6+lfELXwFA2t55D6XUFFpsXP05Wfm8ePFili5dytGjR3n22WcxGAxERkai0WgoLi5m7dq1PPPMMzRo0ICAgADu3btHYWEhPXv2ZN26dQCUlpZy8OBBvL292blzJ19//TXTpk0jOjqaihUrsnr1avz9/UlLS2PdunUYDAYAvL29mThxIjqdjv79+xMaGsqBAwfQ6/X079+fiAj7Nb927RpxcXF069aN0tJS9u7dy1tvvYWTkxM1atQgPDxcOZ6DBw9Ss2ZN+vTpg06nY+LEifj6+v7ub0uSpP8/ycBbkh7Bw8OD9PT0crmb33zzDdnZ2Xh4eGCz/ZojPHnyZLKzs4mLi8NgMPDTTz89dr1vv/02Fy5cIDExkaKiIubMmUO7du0oKCjAaDQCkJOTo8yfk5ODyWT608dRUFDAyJEjCQ4Oxmw206pVK7Kzs7l9+zb9+/dnxIgRrF27Fj8/P7p27ap0DI2Pj2fChAm4urri6uqKu7s7Qgju3LmjrDsoKEj5d7t27Rg7dixjxozB29ubV155pdxxPEpZBZB7Z/aQtO5VEpb3I2F5f2zFBZQW2pe15mWiMXkqnfYKS8Gm0tC2bVuWLFnCwYMHqV27trLOHj16EBwczAcffECrtu3JSrqFU9VmAJQW5lLw07cU3DyPEIKCG+coSbmFysGA94B5AHg+P4UKr32M+7OjUDsY0Bjduf5zIgaDgYYNG5Kens6MGTMAyMzMpGLFity5cwdLUSGl+Znkfr+fooSraH4JHDVGt18PuNSKJSMJnUcg/i+/h63AfoyluWmgUqEPqonQOGC1WtmxYwcnT57k9ddfV869Wv3rn2ut2Z4LrTV5KtNyvz8ANisJKwZgy8+CUit6/1ACxmzBtdVAtC4+iFILGoMRjdkTDC4EBgaybNkybDYbNpuNmTNncvnyZY4cOYLayRUQaI3uyjbUBjPYSu37nZOO1s3+cKXSO6N2NKJ18cYx+GmEzf67UekcadDjJZo1a8aoUaOU9Xh6euLq6srp06cRQtC2bVs2nb+L2tGZ4uRYhK2U4qRoVA4GNI7OqDT2B2BhLaE46fpD95LKaD/fH3zwAbNmzeL48eM0bdqU4uJiioqKOHv2LJUqVWLFihVs3bqVkydPMmDAANLT01Gr1TRp0Yqf0wuY8XkMCw/HkJ1fRElJCQsWLODWrVtUqVKFkSNHUlJSgslkQqPREBISwsiRI8s9yAYEBCgdVgGCg4NJTrY/FISHh7Njxw6EEGzbto1+/fqh1+tJS0vDarWW+z09+O/k5ORyn1UqVbnPkiT9vcjAW5IeoVmzZuj1ej777LM/vEyFChVYuXIlEyZMoLCw8JHzXLp0if79+xMYGIhWq2Xo0KFkZWURHR2Nm5sbfn5+XL58WZn/8uXLSiv0n7F06VJ++uknzp07R05ODqdP2zvzBQUFERUVxeLFizl69Ch3796lWrVqjBgxQvn+ww8/JDs7W/mvsLCQ5s2bK+t+MMAAGD9+PN9//z3R0dHExsayePFiAJydnSkoKFDmu3fvHvnFVuYfjCHr5yvknNuLV4/pBE3cRYXXPkatd1Lm1RjdKc39taOjKC2loMTKoNGTWb16NZ9//nm5wDssLIxhw4axfft2bmYW21uZi/IBKLx1Ho3JncDRmwl+PRK3tuGACmyl2Irt8zj4PEVR/BWyjm9A7WgEVPQcN5cjR45QVFQE/NqR7/bt22RnZ9s7ROr0aJzd7QGisFGam/nwxVCp0bkHoNLp0Zq90AfWsO/XzfM4V2+NSqVCp1Gj0WgIDw+ndevWLFu2TDn3Xl5eD6zLfu6tD5wbU4OuoNbi038eoEJj9gaVCrVOj2NIPaw5aWSf3k7Ohc/Iu3gA6/1U9Ho9/v7+ODg44OzszPDhwwkICCA2NpbCjHv2bRT8Wm3FVpgLavvbBY3Zk5zzn5btELaifNIPrqTw5nmwFIFKhbAUcfP702zevJk1a9YobwtGjx5NfHw8RqMRlUrF5i1b2LdxlX3dwkZpfjbFd2MRJUUUxJ6l8NYF+zZNnljzMsi7cow7H7xEwrK+JH3wEqjtgfmqVasICwujWTP7w9aCBQtQqVRkZGTg7u7OkSNH0Gq1/PzzzyQnJzNkSDgWq5XV6z7iWvw9Pr2UzA8JWRQV2O8Hm0ZHsU1F5559ycnJYdy4cURHRzNhwgTOnTvHlClTOH78OPfv36egoIBr167h6+tLQEAAs2bNIj4+Hn9/fzZv3szkyZO5f/8+ZrOZJUuWUKVKFQC8vLzQarUkJSUp5zkxMVH5t5+fX7nPQohynyVJ+nuRgbckPYKrqytz5sxh9OjRREZGkpubi81m49KlS+Tn5z92uY4dO+Lv76+8sv6tRo0asWfPHlJSUrDZbGzbtg2LxULlypUBGDJkCPPmzSMrK4uYmBjWr1/P0KFDleVVKhUnTpz4w8eRm5uLwWDA1dWVzMxMhg+3V6Awm814e3vz3HPPcefOHfR6PUajUWlVffXVV1mwYIFS6vD+/fvs2bPnofXPnj2b2rVro9Vqefnll7FYLDg7O+Po6MjNmzdp2bIlX375JZMnT2bo0KFcunSJjRs3cvd+EYmfLiFlxxvYCu5zb9vrJC7rR9bp7UoqA4BztZbc/3YPpUV5WHPSsZXYA/g33voHPj4+pKamKiktcXFxqFQqtmzZwqFDhziwZTXYSpXWc1FqRe1oQuVgwJKRSO4PB+0ttrZSMg6sBLWG/Gh766UQgtL8LErzs7i4931lf7y9vZUqNA4ODrz99ttMmjQJm6WE0oIsBFCU8COW7F9TH5Rrp3Ms99nxqfoAFP58EecabXDUqnFx0mE0Gjlw4AAtW7Zk5cqVXL9+nc2bN7Nw4UJlWQeN/TrlX/uKkvQEAIrifsCpWgscPINApaI0JxVrThrW/GyyT21DFOfj0Xkcrm3tKStmN09WrFjB8OHDsVqt5Ofn061bN1JSUnByckLn6IhKq6ck5TbW3HRKC3MovH0RtYMBhECUWilOirYfmwpS9s3HZinCULU5KgeD/XjVWjLjY9i6dStxcXFUr14dgA4dOjB27FgKCgqoUqUKw99eR86PX2IrLgCVmoIb3yKKC9CYPDA81YD8n74GwJJ5B7WjicxjH+Ld7y0qTNqD7+DFGOs8a78+QU/x5ZdfsmzZMg4ePMj8+fPp27cv8+fPp3Xr1ty9e5devXqRmprK1998g83VH42zOzrvp8j/+Qds1mKEsIGwoXZ2R5TaMHcezzeiCksjT/LBBx9gMBhYsGABnp6eVKpUiZo1a+Li4sKGDRsoKipi0qRJnD9/nl27dvHjjz/SpUsXAM6dO0fr1q2pWLEibm5uLFu2DCEEGo2GF154gblz51JQUEBMjP18lenatSvXrl1j3759WK1WVq1axb179x66v34rISGB+vXrU6FChX9bTXRJkv51MvCWpMcoq2O8aNEifHx88PHxYeTIkSxcuLBcy+9vTZkyhUWLFlFc/HCt4WnTplGnTh3q1q2Lq6sry5cvZ+/evbi62kf6e+utt6hUqRLBwcG0adOGKVOm0LlzZ8DeCmYymcq18P6eiRMnUlhYiKenJ6Ghody8eROAjIwMoqKiOHfuHBUqVMDNzY2TJ+2BBUCvXr2YNm0aAwYMwGQ2U7FKNea+H6HUUgbIyi+hcuXKLFq0iMaNG7N//37c3NwIDg7Gw8ODjh07MmvWLGJjY2nRogURERF07tyZXn37c7/QAgLMTXvjXLsDqNSoHQz2luMH0idcWr6I1uzFnQ9eIvXj2agc7Lm093KK8fDyorCwUEl/OX/+PACRkZG0bt0aB4MRld5ZWZchpB7W+6kkLutLxqHVOFdrhVqnR+3kgmev6Rhrd+D+6e2k7HkLYS3BVlKA2snMkA9PMWnSJABSU1OVnHshBJMnT+bVV19Fr3dApdaCtYS8K0fw6DT6oWuhMbphyUq2r9tSRMndG/bpTmYcfJ7CVmohyEWPwWDg2WefZd++fdy8eZNatWoxevRojh07Vq7PAYBzzWfIOLAchA1hK8W9wyuo9U44+FRC7eRKaU4ad1aHkXvxAKi1aE0e9jcKag25WeloNBrc3NyUEoh9+vQhLS2NhIQEbJZiAocsQu8VTGn2PXLP7kXvHwpaPZbMO2CzwS8pJaV5mZQkXMGacQeVWgMqFcY6nVCp1eRnpXHy5EkcHByU/gtTp04lIiICq9VKXFwcsckZGOt3Q5QUoA+qRd7lY6idXOwPP0V5mBr1AOwPL3r/UFCpKUmLx2YpRmt0Jz/6BABuwdUpLS1l8uTJvPzyy1SsWJHQ0FC6dOnCV199xYkTJ/j444+p37AhKoMZU+M+oAL358aCECStHETGgRVgs+H/8hoMIXVI2zuPpJ1zmDl2OFm5+eTm5jJ79myKi4ux2Wyo1WpSUlK4cuUKTZo0ISEhgRo1apCfn0/VqlXx8LCnwQQHB7Nq1SquXr3KiBEjuHv3LikpKQCsWbOG+/fv4+vry+DBg3nxxRfR6/WAPS1nz549TJ8+HQ8PD27cuEGLFi1+97f/ySefMHjwYD777DPld/1nDB06lFmzZv3p5f9d65Ck/xVyyHhJ+puIiIjg2rVrLFiw4J9eNicnB39/fzZt2kS/fv2U6Xl5eVSsWJGFCxcyfPhwCgsLefXVV/n8889x8/TGq0EnLh7cwVMTtj1xiPDFM8ZSuXJl5s6d+9h92LdvH3PmzGHMmk9ZfiyWO58uRWP2xK314Mcu81uJq8PAVoqxShMc0mNpULs6Fy5coHbt2oSHhzN8+HASExPx9vamRf9X+e7Tj1DpnVDrndG6+qIxuuPZZSKJq8PwDVtIScptDL+0PCe9Fw4CvPrMJv2zRai0DlBqxdnZmcZ1a/Lll1+yd+9eRo0aRevWrUlKSqKkpIQrV65gtVrR6p1weWY4zrXbo9LoHrn/2ae324NgwPBUA9w6jkTjaESlguJP3uRuTPmBXpo0acKePXs4ceIECxYsID8/n/j4eF7ZZq9JXvbXO+n94Xh0GY8hpK6ybGrkOxTePIdru5cpiD6BzVKMLT8LW1EeOicjejXUqlWLdu3aceDAAa5du0a9evW4cOECarUaR0dHCostCFspKo0OjckDa3YKCHuOtz74aTy7T+bOmiF49pxB+qcP35casxcvDx5AxOZNWK1WFixYwNSpU7l48SJPP/00Op0OlUqFTaXBarWiUqsJGLWJpPeHoTaY7aktZZ0phQ3f4avRe1ck79pXZB1bj60wBzQ6zA2fJ+fcXvos3MvifvWpWLEiKpUKrVaLWq22p/HodBgMBr64EMMzL4Rh0zhiqNSQ9KilBI7Zwt2tr2Nq0I2i2xfJv/oVwdOjACiI/Za0zxahcw/A+FQ9ss9/ihCCevXq0a1bN44fP86yZcto2rQpZrNZOXabzUZQUBDXrl1j8+bNbNiwgaNHj+Lt7c3FixepWrUqN27cUN52PWjatGncu3ePLVu2PPI+mjt3LvPnz1eC86CgIObNm0fv3r2VeRISEujZs6fSAfS5555Tvmvbti1hYWG8/PLLj1z/g4YOHUpgYCDz5s373Xn/k+uQpP8VssVbkv4mwsLC/lTQDfaOoUVFRbzwwgvlphuNRrp06cLRo0cBe4t7XFwc7358AnXXWS7CX3EAACAASURBVPxwfD8CfneI8Nvpeb+7D6dOnaJmzZrE3MtR1pd38QCJKwZw96MJ5Md8/YePp9QmMLj5sHr1aiX1p3Xr1gBUr16d4OBgUq6dR6V1wKPb6/gOfBdLahzW7HuotDqcqjYjP/oURbe/J3nDaJLWhKNSa/HqOQ21RocoKUSl1WMrtYDNouTGP/3000qlmLLWR6PRSIcOHahVuzZejbo+NugGcG01iKAJOwiasAPP7q+jcbR3qHXUajh89EuCg4M5evQoQggyMzMxmUyMGTOGgwcPIoSgV69eAIxpWxlHrUZZb+DoTeWCbrDnq6sdTeRdPoxzrXao1GoCx28HwORkICcnh9DQUFQqFXq9nqlTp3Lr1i0cHR0pLi7mu+++Q+vggP+I96gweS8aozvOtZ5BH1gD987jKE66Tsah1QRPj0IfWB3UGhwCqhM8PYrg6VGEzIji5fcOsnbNKtasWUPDhg2pVq0a/v7+ODo6otFoOHr0KAUFBbQePAmVWoODTyU0Ti7oXHxwrtKUoAnbCZywA51PJfsxeVaw3zeXj+Bcsy2BEz/GuVpLcs5/gs+L/yC/qER581FSUkJJSQkJCQmEhobi4+NDRkYGK49cBSc3rDmpOAY/TeCYLfbUopw0tEYPHPxC7fnptlKE1ULe5SPoA6rjO3gJas9gnNy8adGiBSkpKQwaNIgzZ84QFBSEXq8nPT1d6RORk5NTblRasHf+bNSokZLfXSYmJoYrV64ghOD8+fNs3LhRudaP079/f2WQrBUrVhAWFqa0oIO9z8nFixdJTEwsF3RLkvTfJQNvSfoPqVmzJidOnOCdd975rw/b/qjyiGX8/PyUobp3795Nk17DWXEmGavBHVPD7k9cb9yCbuSkJnL1Ts4Thzw/evQoW7Zs4e233yanyJ6eYGrYHf+R6wgcvx3X1mFkHFxB0S85w4/j9fxUe0s0kPzTZRo1aoSjoyOXLl2iXr16AGRlZREREUHijWtUeGkVzlWaoHX1wbXNECUodq7ZloLrp/DsPpmg8dvR+1XB/dlRSgUUAP+X1lB12j5uJ9yhR48evP3221SuXJnw8HD2799PVFQUcXFxFBcX07VrV5z1WmZ2qYZB98/9WTXo1MzsUo2nA13LTdfr9cTHxxMVFcWXX35J06ZNef311xkyZAgd6lchbf1L5J/92J6T/ABLRiI55/ZhKy6w55ELyP1+P3r/UGXf7mdlsmrVKmw2G9evX+f69etMmjSJAQMG4ObmxqRJkxg6dCivjpuEo86BooQfy23DVLcTztVaUnT7Ipasu2iN7ug8gym9n4KtuAAhbKhzUqirSuDgwYOUlpZy9epVRo4cSa9evahSpQoDBgxgxYoVFBQU0K7DswhLMfoK9jQqU4PuFMVfxlb4ywNd6a8jxVqy7lKc8COmRj1Q6w1oXX1RO7mQf+UIlvR45eG0cuXK1K9fn4ULF+Lt7c3t27fRaDScuZmBU7VWFN66QGHcJUSplZzzn6DS6NAHVkfnHggqNVlfbiBl9xxsVgsuzfujdnAEYX8I9QsM4h//+AcdOnQgMjKS3r17Y7Va8fX15cCBA9hsNlauXEloaKiy39999x3z5s2jtLRUmfb8889jNptp06YNbdu2xdnZmf79+/P666/To0ePP3wPderUCZPJxK1btwD7b6Bbt254eXnh5uZGt27dlM6bM2fO5PTp04wdOxaj0cjYsWMRQvDaa6/h7e2N2Wymdu3aXL169aHt1KpVi/379/96LSwWPD09+eEHe/rZmTNnlLKrQUFBjxyBNTc3l2eeeYbx48cjhCAmJoaOHTvi7u5OaGgou3fv/sPHLUl/RzLwlqQ/oXPnzrz55psPTf/ss8/w9fXFarVy7do12rZty+zZs//wsO3/iVzIuXPnMnToUFJSUjAajRiNRiWnHODu3bvKUN13kpOJ/KmIQos9mHuwXN2TlArBqRvpjwy+z549y8CBA4mMjKRKlSqorfbcd71vZTQGMyq1BkOlRjjXaEPBT988cTtlLZQADboPKVd15cqVK8p89+/fB+CZhjXKCoCgdfGmNC/Dvp4KtRGWYoqTf8KanUJJ6s/lgm61oxGN3pFnQr3wMOrLlYULCwtj//795Ofns3v3blq1aqWcz7CmIczsUh2DTsNvir48RKUCg07DzC7VCWsa8sh5mjVrRlhYGKmpqXz00UfMnDmT+/fv8/PPP/Pdt1+jvXWakmvHy21L5WCg+G4seVeOUHD9NLaC+5TmZ+Pb4SVmdK4GQN26dblx4wa7du3ixIkTREZG4uHhwcKFC9FqtURFRfHDDz+wZe1KSo8sRVNY/rqWFuZQmpeJzqMCKTvfwJqdgrFOJ0oLsklc3p+ERT3I2DUdh+Js5syZo3SkbN++PW+//TYAq1evxtnZmaeeeoqV4/uCSoW5kX0Ye2PdTjhWrM/dTeO4+9EEexnDMr+U8ry7cSyJK16kKOFHHAOrY0lPYNc/JvLJJ58A9vrXzs7OrFq1iqNHj2Kz2dBXaozFBjqPQDy7vU7W0Q9JXDWQwpvn8erzJiqNDpVajUpnID/6BMVJ17Ck3qLwxtlyx5+QWUB4eDjjxo1TynKmpqbSrFkzunfvjqurK5s2bSI+Pp4bN+y5/HXq1cfsHYhT3ecYvsVepeWZIZO4lZTC0aNH0el07Nixg9u3bzNjxoyHqgY9jhCCAwcOUFJSQo0aNX45RTaGDRtGfHw8CQkJGAwGxo4dC8D8+fNp1aoVa9asIS8vjzVr1nDkyBFOnTpFbGws9+/fZ/fu3Upu+oOGDBmi1CIvO8d+fn7Uq1eP+Ph4nnvuOcaNG0daWhqXLl2ibt3yb2EyMjJo3749LVq0YNWqVRQUFNCxY0cGDhxIamoqu3btYvTo0URHP/kBXJL+zmTgLUl/Qnh4OBEREfy2i8S2bdsYNGjQI1uW/x0erCv+zygbRGfTpk3k5eWRnW0PpPLy8jh06BDt27cHwMHkQUFW6q/be6Bc3e/um83G+ydulpt2+vRpnnvuOTp37szKlSvx8fHh8K4NqGyPOA6VCvvAjL9Po1bhYXR47Pdlnfi6V9QpKRnWnDQ0v9R7Vqk1OFVrSX70SfKvn8RQqXG5Moa2ojwcbBZGt7Xn3yYkJODv7w/YazU3a9aMffv2sW3bNqXKSZmwpiF8/EpTOtXwQa9V46gt/2fWUatGr1XTqYYPH7/S9KGgu2fPnri6uuLi4sLRo0eZMmUKYB/UZdeuXSxYsACTyURISAhzZ04nMP1CuW1pTZ549ZyOuVFPTDXbUHnyx3gFPkV/90QG/bItlUrFmjVrGDhwIKNGjeLZZ+1VQYxGIx988AG3b9/mwoUL3L9/n7jYayyc+ipqtYqC66cpSYsjaeVASgtz8O4zm8DRH6F19cFQqQEBI9cROiuKf2w9iL+3JykpKVy4cIHCwkJKSkr46KOPlDxoNzc3IiIiuHXrFj7e3jTq8ypaJ5Nyfdw7jCBo4k48Oo/FkvIz/q98iEqtQecRgD6wBsZa7Qkatw239i9TFH8FR5UVD6NeOY/Nmzfnxx9/xGq10qxZM7KzswmbsQR+eevhFNoc/xEfUOG13fgOehcHr2BlWWEtxlZciOfzUwmasBP3jiPt5+fpDjjX7kBOof3+FUIwcOBAhg0bhpubG/v376djx46sXr2ay5cv06dPH5av/YhvNLVIrT+chNs3uaarwvGYVIKnR/FlfgAtF5/gvSsldOj2Qrma4L9n9+7duLq6YjQaef7553njjTeUB8DfGzjrt/7oAFhhYWEcPHhQqdH/4P2/Y8cOOnTowIsvvohOp8PDw6Nc4J2cnEybNm3o27evkusdFRVFSEgIw4YNQ6vVUq9ePXr37v3ICkqS9L9CBt6S9Cf07NmTjIwMJfcX7K93o6KiGDJkCF9//TVNmjTB1dUVPz8/xo0bp9R/ftxr3XXr1rF9+3YWLVqE0Wike3d7mkdISAgLFy7k6aefxtnZGavVyrvvvkulSpUwmUzUqFFDaeV7HJ1Ox5w5cxg3bhyHDx/GYrEQFxdHv379SEtLo6ioiKcqVyY/K420AyuwFuZizU0n9/sobJYi7qx/lcTl/Un5eDbW+6nl1l144xwFsWfJObuXXavmsfS9dQwbNgyNRkPr1q2VijA9evQgNzeXo+vewcHBgfyYM9hKChHCRu6Vo+Rd+oK8S4dJXDmQtE8XEv9uN4rir1CUdJ27m18jYXk/7m5+jaJfBlCp7msiMzOTYcOG4e/vT506dZR90mg0GAwGtq1ZyKQ2geR9s4PMI2sxVGqEsFrIOr6R/Ounyf1uPznn9uEUaq9SUxR/hbRP3wUhiFvxIp0aVWfGjBlERUXRt29fZf1Dhgxh0aJF/Pjjj7zwwgsMHTqUM2fOKN8/HejK2rCGfDOtHa91rEqvugG0r+ZNr7oBvNaxKt9Ma8fasIYPpZcAfPrpp2RnZ1NUVMSaNWto06YN9+7dIz09HYvFQnDwrwFicHAw2ekpj9xWNV8z1f1MfDOtHRFrl7P5/eVKLfInKasb/2D9+LCmIdT0M9MqfDJVpkQS8sp72IrysOb+8gZBq8bo6U+35nXYPbI5M8Lsb4QiIyOfuK3CwkK6d+9O06ZNWb90frm8dYDiOzGkf74Yz14z0LkHKNM9u0/Gej+FpPeGkvnF+7jUbkdopZByy5blWxcUFNCiRQs6derE8U0Lyf56J0XxV0je8HDlmTIaJzNePaaS/tlCMo49XBrUUmpvdY+Pj2fPnj3KQFOurq6cOXOGu3fvAuBbvz0bt0Rw9HoKWVe+wqlKU9S/lJUsTv6JuK3TuLl0AOtfbsPOLRu5EBP3xPP1oH79+pGdnU1+fj63bt1i48aNqFQqrFbrQwNntW7dmuzs7HJpLg/6owNg+fv706JFC/bu3Ut2djaHDh1i0KBBgL3qUqVKlR67vwcOHFA6b5eJj4/n3Llz5c7f9u3b/1C5REn6u/rPNMtJ0v84g8FAv3792Lp1q9Kpb/fu3VSrVo06depw/vx51qxZQ/369UlISKBLly68//77TJw4sdxrXRcXF2JiYnB1deWVV17hm2++eWTv/507d3LgwAElT7tSpUqcPn0ardGNN5aup9+LA+m9cB++vr5U8zXTt0FgudY/sJdw8/DwYPLkydy6dQuz2UzPnvZX+4cPH2bsij2sOnCB+PVjufP+ULRmLxx8KmFJT8A7bCZad3/uf7uH9M8X4Tt4ibLerOMblX/fv/AZi3MSeHP8y3z11VfEx8eTlJTE2rVrsVgsODg4UL1iEG2qprB18+dkHFoFQoBKjVNoczx7TIVSKwW3LlD483dozJ7c2/wabh1H2lNRYs6QFjmXinWaY3DQMnjwYIxGI9euXSM9PZ2qVasq++Lq6oqzszMTn29CcUkJ7k16Ymrai8xjG7Fm38V/xAfc3TyR0tx0Su7dwLl6K/t4OkV5ODo5MWPaVJYsWcLChQt5//33qVatmrLuXr16MWrUKHr16oWT068t5b/lYdQzsvXjg5EnKavvPHLkSM6cOUOvXr3Q6XTEx8crKQUJCQkEBAQ8cltzbx/g5s08PIx6OnbsSOXKlXn//fcfua0/wlmvJaxpCL0GtCPyYhJ7xD1++GI9Axbuorq/mT71y99zKpXqoTdCDyouLqZnz54EBgby4Ycfolbbc93nH7xOocVGyb1bpO59B48uEx7qOKp18ca77xzAniPvdnYtbRrYH55atmxZbl6DwcDQoUNZsmQJr6z7ki9+tteJ93/5yefCKbQ5Wjd/8n44hHOVpjgGP618p/uljnpQUBCDBw9m/fr1Dy0fcTaOqAxPrAX3Kb73M/nRp3Bv/2sVkfTPF2Oq3w1Tv7dQaR3IPLaOH5PuE3E27rGpR48TEhJCmzZtiI2NBcoPnOXr66v0gSi7Ho9KYxk/fjzjx48nNTWVfv36sXjxYt55552H5gsPD2fDhg3Km4Sy+y8oKEjp2PooI0aMICsriy5dunD48GGcnZ0JCgqiTZs2SuduSfq/QLZ4S9KfFB4eTmRkpNKKuHXrVsLDwwFo3LgxjRo1QqPRULFixXJDS//R17oPGj9+PEFBQRgM9jrWVZt2ZO6XybRafILTtiqoXPw4fuobPr2UzIpjsTRfeJyREd9xOdGeUlL2Wvr1118nKSmJpk2bkpKSwocffgjA9OnTScgHXANwqtIE1+YDCBixFkvKbbQuPug8g1CpNbg072cfUOWBVm/vfm8plSzcnx2Fg1bH6NGj+fjjjwkKCiI3N5e8vDxq167Nxo32IH1M28pUHLaUCq/tpsKkPThVboxa70xpbiYqrQPCUoKpfleK78SgdffHWKsdKrUG5xptcPAIIrxfT8aMGcOhQ4dYu3Ytbm5uVKlSBSGEkuajUqnw9vamXr16ZKSn89Xu9XSq4Uve5cP4PjsSjcFE4KiN+A56l8KYr9Fr1TQOcUfv4EDu/WzefPNNcnJy8PT0fChX1cnJCS8vr4fSTP6dhBB89tlnZGVlUb16dTQaDf369WPmzJnk5uYSHx/PsmXLCAsL+0Prmz9/PosWLQL4l17llwX4B9fMQm/J5RlDAiNbV+L86eNKVY2YmBjeeeedch0E27Ztq5SbtFgs9OnTB4PBwJYtW5SBm8py5NVZiaTsnoN7x5E4VWny0D5Y0hMRJQU4qm20VccQe/Frpdb6bxUXF7Nt2zZ8fX2pW6UCeq2a9KjlpEctf/xBChDChsbZFecabUjd+47S8VerVmE22O+xsnz/L774Qhme/sSJExw5f435B2MosqlxqtaCrK82YSvKxbFiPWUTtpJC1AYTKq0Dxck/kR99klIhmH8whitJ2YSEhDyyc+KjJCUlcerUKeXzbwfOeuutt8rN7+Pjw88//6x8vnDhAufOnSs3AFbZNfmtnj17cvHiRVauXMmQIUOU6YMGDeLYsWPs3r0bq9VKRkYGly5dKrfsmjVrCA0NpXv37hQWFtKtWzdiY2OVgcQsFgsXLlzg+vXrf+i4JenvSAbekvQntWzZEk9PTz799FNu3brF+fPnGThwIACxsbF069YNX19fzGYzb7zxhlI55I++1n1QUFCQ8u+Is3E8N3Yemyf348bivtxY3BdLWrwyQuNvS/1dScpWXkuX/ffVV1+VW7+vry85RVaseZnYSgqxlRRiyUjCkpWMNSeVhOX9SVjen8QVLwJCSTEAyg14ozF7k5NpD8qbNGmCk5MTJ06cICYmhps3b/L8888DUCfItVwFELdnhgOCe1sn2VMASi24tR1KaV4mWrO3sn6DTk2d6pVRF2aRmJiIu7s7bm5ujzxn2dnZrFu3jhkzZuDi4sLTga680ykYYSnm3taJ3F01gLsrB5AZ+Rbqkly+mdaOSR1D8fT0KJej7+TkRF5e+XKJe/fuRaVS0a5duydetz+je/fuGI1GzGYzM2fOZMuWLUrax4MdElu2bMnAgQOV0Uh/T4sWLWjcuPG/bT8dHByYMGGC0ir65ZdfKulQXbp04YUXXuCNN95Q5k9MTFQGfvnmm2+IioriyJEjSp6y0Wjk9OnThDUNoXbmaWyF98k4uIqEpX1IWNpHSQ1x1KqxxP9A6vpXiF8+gB+P7eXw4cN4eXmV27+y9fr4+PDtt9+yZcsWIv8xhlvLBthH/Ey5hTXn1z4M97ZPJ+vkVjKPrqU0LwNrtj3dQePsitpgIiViKvcipmGzllDB3Ym4uDgqVKjASy+9RI8ePTAajQQFBdkrt3R6htilA0jfvxSnyk0oiruEU7WW9sGFyvavTTiZX7xH/LvduBcxFVRqhBAUWUt5e8shkpKSGDduHDVr1uTzzz9XlissLOSLL75g+/btqFQqNBoNDRs2pEGDBso8EydOJCEhAScnJ+rXr6/k8JcN6JOWlsbu3btxc3Nj6NChNG7cmD59+qDX6zGZTNy9e1fpW/BbBoOB3r17c/v27XLlSStUqMDBgwdZunQp7u7u1K1bl8uXL5dbVqVSsW7dOgIDA+nRowc6nY4jR46wa9cu/P398fX1Zdq0aY8cfEyS/lfIVBNJ+hcMGTKErVu38tNPP9GpUyd8fHwAGDVqFPXq1WPnzp2YTCZWrFhRLt/1ca91H1fJoGx6xNk45u44wd0DK/EZMB99QDVUag3Jm8bx246JQkChpZRTN9IINTx+mPsyZkctlFopvhNDUdwl8n+0jx5oy8sg6PW95YIGQGn1tt5PVTqmleakYXb/NVAuKSlh9uzZtGnThj59+uDo+Ouw6WWv0+cfjKHI5IbHc+MBKEq8RsquWegr1EJjdMeak4pKZa91PbNLNd4/lkFAQABBQUFkZmaSnZ1drkpLmbLOe/369eOTTz6hRYsWeHp6YjAYuBFzXXlF/s9q27Yt0dHRbNu27bGtgn9WXFzcE78vO6Y/4lGDGR08eLDc50e1qIaEhDwyReTEiRMPTZs2bRrTpk0DYMmSJSxZsuShecDeIuvj40PHjh0BaNOmzRPTUD7bvR3YTkZeMZEXk4i5m0tOkQWzo45qfib6TFuFh/HDRy6r1Wo5evQoHTp0KDc9JSWF8WNGE9h7OjveGIzWzY/Mo2vx7v1rFaH8a1/h3XcuOo9AykYnyr96HO/+b6N18SXjwDI8VHns2XVIuVaJiYlkZGSgVqvZuXMn78yfj/egdynVm0mPWkZ+9EllMJ4HWbOSca7VDveO9pzn4uQY9IE1sVmtfLpwHKHVqvPDxe85c+YMPXr04LvvviM0NJTJkyej1+tJSkrC19eXc+fO0aBBA+7evcuOHTsAlBb42NhYKleuzMqVK2nSpAmRkZF4eXkxfvx4vL292blzJ3FxcWzZsoXOnTuzatUqYmNjady4MYmJiVSvXv2R90iFChXo1asXRqOx3PRWrVpx7ty5h+Z/cB1qtZqtW7cqn0NDQzlw4MAjr6Uk/S+SLd6S9IuQkBC8vb2VAVkANmzYQNu2bR+7TOXKlTl06BBvvfUWFy5cYN06e0es3NxcMjIyaN68OWazmddff53r169z586dJ77W9fHx4caNG7i6unL8+PFy27qcmM34ia9xZ/8qQIXGyV65I+/KUSxp8Y/dR2up+N062wDVfM04e/jiVKUp5qZ9CBy7Fdfm/QEo+WX9tqJ88mPsnQi1LvYAO/fCJ5QW5WHNSSPv+89p3fl5ZZ0+Pj788MMPRERElHstXaasAkjl3B9RF2TiqFWjdjTaHzRUatyqNsaamcxT2T+wfXhDdPHniI6Oplu3bvj5+fHcc88xevRosrKysFgs5V63gz1I3r59Oy+88ALnz59HrVYzYsQIXnvtNVJT7Q8Od+7c4YsvvnjiuXnQiRMnSE1NpVOnTn94mf/rAgMD+eabJ5eKfJSytJbl/euyMbwRy/vXZWTrSg/1X/gjyjr4TupSj8pjNuDa4kWKf1Of3FirPQ5ewajUGlQae7uUc612OHiFoHZwxOeZIcRd+LJcJ8W5c+fi7OyMwWBg+/btNH1+CA5ufqgdDLi1CSf/+imE7eFOjSq1ltK8LPuDpUaLY1AtVCoVxckxYLMxds0+HBwcaNeuHd26dWPnzp3YbDY2bdrEypUrCQgIQKPR0Lx5c2UES4AVK1awePFiTpw4oYyKuXbtWubPn09gYCB6vZ65c+cSGRlZrkrSnDlzMBgM1KlThzp16jzUWl0mMzOTjRs38sorr/zT10CSJBl4S1I5paWlrFy58g/Na7FYGDVqFFWqVMFsNrNv3z4mTZrE5cuXWbJkCadPn+bWrVvUqVOHadOmYTAYGDVqFDk5OYwYMQI3NzeCg4Px8PBQXuu+9NJL/PTTTxQWFjJ06NBy21t9/CfuXz2BqUE3zI17cW/bZJJWD6YkLQ59YI0n7mtO9CkaVPZXXukbjUYl8CzTp0HgQ8sZnrK/vk7fv4SEZX1J3jiGwlvflZ+nSlPufTSBu5v+H3vnHRbF1bfhe3dBei8CghBFwRILYsOGFcWuiIAodo0aEzVqLLFFjRpj12BXBE2wErtRo2LBrlhQbHRUikhf2n5/bBhZAUXjmy/vm7mvi+vCOTNnz87K7Jkzv+d5xqNj35hl301AoVAofZM1NKhatSoSiYRWrVqVObZ61oY01EolZ/e3RP3kQfbBH2juOwlP10Z809OZ3377jbTL+2lbvzpLlizh0KFDgu/4jh07UFdXx9HREXNzc1asWFGq/44dO7Jlyxa6d+/OjRs3WLx4Mfb29kLEd4cOHXj48OE7z5/Ifz/FTh89WtYn6qd+vAiaSpE8S2VSLNMv7Vtf7GWvpS5lumcrCvLzhbIxUC0DS0hIILuSkZDMqmZgDkWFFGa9KtWvftM+qBlZ8vKX74j/eRivLynr7gszU5HpmRL54s0CgK2tLfHx8SQnJ5Obm/tO95B5CxdRuVkPZp1K5Otfb+J/9gnR0dH07t1bcA4p1gyUTLq0sLAQfi+rvApg48aN2NjY0KVLF0FULiIi8mGIpSYiIiWYPHkyS5YsYcyYMWWWL5QkNTWV9PR0EhMTBWeLWrVqcf/+fby9vXn8+I2ntVwuF8Ry7du3Vwl7KUmNGjW4desWFy9exM3NjezsbKKiokjOlOM3YjEoFGhVd6YoJx2pjiGFGSnkRIah38wDvfrKFdjc6HCSD/2EvnNPXl/ei0QixaTzOEyc3Lg4tR3IMxk8eDD29vY4ODgwY8YMwQ6vTU0zfu8+gberAKyGrkYilZH14AKvTm8mLykKqbpS6Knn1BV95x483/ktdpUN6e3ekRs3bnDnjnI10cTEBFdXV54/f46bmxsDBw5k8uTJhIWFMXHiRO7fv4+trS27dgaV83ShOl07XS/zfBkbG7N9+/ZS211dXYWkPoCuXbuqTDIWLlzIwoUL33scvL/8Q+S/g7edPhYEHGGmX1fVoKMySr0KMpL/DDpypJFBDurq6piamhIbG/vnIW+OsbKy4mViPFRRTowLbz8zfAAAIABJREFU0pNAKkOmU1qHINXQVrqctB9OXlIUL3bNoJJlDWV5VUYSr7Pf1DnHxMRQs2ZNTE1N0dTUFG7oi7kdm8aifcprirHHXEJ3fsfdV1J0HFugqfacAi1jOo6dy7wRfalvo3pd+5D/3yNGjGDEiBEV3l9ERKQ04oq3iEgJnJ2dcXV1LbdWtSSVK1fG29ubrVu3UlhYyKVLl4iOjlaxM4uJicHQ0BAtLS2WLl3KlClTKjQOFxcXLC0t2bdvHwB7rseREX4andptkEhlSLUNMfeYjc2EYEy6fs2rU5uQP38z0S/MfEWRPBvrsdsxcR9P6gl/inIy2HMjjrFjx6Kjo8Pz58/Zvn27ysR1rKt9KS/lYjLDfyftzDYqe8+nkpldqXapRELitRNs2LCBjIwMbG1tyc3N5caNG3Tq1Ik2bdowbtw4Jk+eTHx8PF27dmXmzJmkpqaydOlS+vbtS1JSUoXOj4jIu8jPzyc3N1f4KSgoKOX0cW2/0gKwUy1zNNSkSN+adGv+ua3w4TkWuhrSp545s2bNwsPDA5ms7L8Rb29vIn7fRX7ac4ryckg7ux2dWq1K6SMAsh9fIf9VAgqFAqmGDhKJFIlEioaVA1I1DSKOKZ0+zpw5w8GDB/Hy8kIqlTJ06FAmTpyItrY2jx49omHL9rQf+CWhj5Wr8AojG8w955L6+89kP7pMbkER2g4t+e374fRZsp/AsCiSkpIICQn5ZOf7Uybu2tnZcfLkyU/Sl4jIPxFx4i0i8hbz5s1j9erVFZoEent7M2/ePDQ0NGjVqhULFixQefRctWpV0tLSSE5OZv78+Spe0O+jWLgJcPtpApmRYejWVSZMats3Rt3IEolEgmbVz9H8rCHy2HvCsRKZGgYtvZHI1NCq3hhJJU0yX8ZyPz6NvXv3MnfuXLS1taldu7ZggQil3UaKSb8aQvrlfVT2+QF1I6tSY9VSl2JrrM2IYUOpU6cOampqzJs3j6tXr9KwYUMGDRrE3LlzhbrQwMBA3N3dcXd3RyqV0rFjR5ydnUuJ/0REPgZ3d3e0tLSEnzlz5vD111+Tk5ODoaEhVlZWgqDv1trxDDd+hLWRFk42hipBRw2rGlKnhh3e7q7o6Ohw9OhRwZmlmEOHDlG3bl10dXXZvHkzDZq34WXQt8T/PIzCzFfkxj8kZrknsasGkHxoGUXybAAKUhN4sWsmscs8eL7jG3Sd3NG0rYdEpo553+lcPRxEpUqVGDBggIqP/NKlS/n8888xMjKifsNGPIx9gbZzbxVtdaXK1TD3mE3K0dXkPLmGTj2l0DQmaCZ+bWpTt6FzmSJIERGR/zxiqYmIyFvUrVuXbt26sWjRImrVqlXufg8ePMDLy4t9+/bRsWNHHj16RLdu3bCysqJr164AJGfK2XM9jgfP03muWY+5nbvy496LeDW1e69AbODAgcydO5eEhATunD+BmpEFlSyUj7Bznlwj7cIuClLjUSgUKPLlKpHXUi09lVU2iZoGRfm5vHz5koKCApWbg5K/g6rbSMafi4Dpl/dh2MILtTJqYJWP4Wux6ZymSl/ff/89oaGhREREYG9vj4eHh9BWnPh38OBBYVt+fj5t27Z95zkREXkf7yqd6N69OxEREaxduxY3Nzd0dXW5desWS5cu5c7lcyoiRYBRoeeYPXs227dvp2bNmly9epXOnTvTsGFDXFxciIyMpFGjRhw5coRmzZrx448/smHTJj77cit5RRIK0pOQqFVCpm1AUV4OKcfWkHZuB8YdR6HfpBf6TXqVOU5dqxos3b6NsSOG0KRJE8aNG8fOnTvx8PCgZ8+erFixgiGT5uC1MYycfGWNutSwsop7ioZlDWzGB6IoKqTwT9tEqxE/I5HK0FKX4TWyGVC2i83JkydVLDX/DgoKCv721xQR+f9AXPEWESmDuXPnsnHjRuLj48vd5+7du9SsWRM3NzekUikODg507dqVo0ePcjs2jZE7rtFi8WmWn4zkwK0Ezke+JOd1KiuO3i4VcFMWtra2tGrVisDAQKLDjqHz52q3oiCfpP0/oN+kN9ZfBlJ1wq9oVXemfHO2N5ibm6OmpqZSx1xcq1qSYreRNjWUE22bAfN5ffFXsh5cAJSP4SupKS8fO4c3FSbrZdkhzpkzB1NTU3x8fAQ3iOLEv5Le4llZWXz77bcVeBciIh/O69evmTVrFuvWrcPDwwM9PT0kEgkNGzYkKCio1KS7mLlz5+Lo6IhUKqVp06a0atWKS5cuAUrbvlatWtGyZUvU1NSYOnUqzxMSqFEYg0QCavpmgvsQgEQiJf9VwjvHKZFAWwczLE0M0NbWZv/+/cTHxzNkyBCOHz+Ovb099erVo2XjBjxc3Ie4dUNIO79TOL4g7QXRi7qRcfsEceuG8GLnGy/1zPDfiVsziEfLfBg1ebawfc6cOXh4eODr64u+vj7btm0jISGBHj16YGxsjL29fZnpnGWRkZFB27ZtGT9+PGPHjmXSpEkq7T169GD5cmV4kZ2dHYsXLxb830u6rABERETw2WefsWvXLgD69euHhYUFBgYGtG7dmnv37iEi8t+GOPEWESkDe3t7+vfvz6pVq8rdp2HDhjx69IjTp0+jUCh48uQJhw4dIlvXCq+NYRw4sJ/MFzHk5hdQmP2aV6c3KSPY1XWQFxTx6/plNG/VmsCwqHJfw8/PjzVr1pAYeRuDum0AUBTmoyjMV36hS2XkPLlG7rOb731PlaQSalcxpE+fPsyZM4fs7GwePHig4qlbknrWhizorYzJnuLVAa9ZP5N1ej31Ch4xoWNN9o5uLuz3LtTV1dm9ezdZWVkMGjSIoqIilcS/wsJCIfHvbWGjiMin4tKlS8jlcpU0zQ8lJyeHq1evCoFGgMpqsUKhQKFQUEczXdBK5MbeU5aaLOtHduRF9Bu/+/U11WSMcbVX2aarq4unpyfBwcEkJCTQpWdf9Lt+g82EXzH3mEXGjSNkR15SOUYecwer4T9j3n+esC03OhyrkRsw7/89V3/bxr6Db0q7QkJC8PDwIC0tjQEDBuDl5YW1tTUJCQns2bOH6dOnl7I4fZuUlBTat29PixYtWLVqFX5+foINIkBycjInT54UgsYAdu3axeHDh0lLS1NZ8b5x4wZubm6sXr0ab29vALp06cKjR494+fIlTk5ODBgw4J3jERH5JyJOvEVEymHWrFkqnt5vU716dbZs2cL48ePR19enTZs2ODbvwEX1+uTkF1KQnsKL4NnE/mnDh0SCWZ8ZwvEF6cmoW9ViwZGIMiffCoUCS0tLEhMTkcpkSLSUK2dSDW2MO4wk6cBiYld4kXX/LFo13p9IqAA8nKxZs2YNr1+/xsLCgoEDB+Lt7V3ual8xI1tXJ3BKf86dOs7lgB+omhWJkU7FvZQrVarEvn37ePHiBUOHDqVKlSqEhISwcOFCzMzMsLGx4ccffxS+oEVEPjXJycmYmpqqTO5cXFwE8fPbHvBlMXr0aOrXry94uHfo0IGzZ89y5swZ8vLyWLhwIXl5eRhpKASthKZNHapOCKbK2G3oN+mDmkHlcvvXUpcyw93xnTez2trafNbBF12r6kgkUiqZf4ZO7dbkxtxV2c+g1QCklTSRqr/5OzVs6Y20kiaVzO3Qr9+Rn/y3Cm3NmzenV69eSKVSkpOTuXDhAosXL0ZTU5MGDRowfPjwcm/SQWml2KZNG/r168f8+fMBaNKkCQYGBpw6dQqAX375BVdXVyFoDJRhYjY2NmhpaQnbQkND6dGjBwEBAXTr1k3YPnToUPT09AQv8tu3b/P69etyxyQi8k9ELKgS+VfRuXNnmjRpwrx581S2h4SEkJubq2JnZ2NjQ25u7jv78/T0xNPTE1BaenltDCP3z5pLfefu6Dt3L/fYvOePqey9gJz8IhYceUA9a0PqWRvy+PFjduzYQWBgIBoaGnz//fcMGDCA78+84PeIFygUoNeoG3qNupXZr6ZtPazHqlrs2Yzdglvtysq6cl0zlaS4qVOnYm1d2sMbStd/Ojs7q9jylWwrK9mw5DZNTU0Vt4KmTZty9uzZsk+OiMgnxsTEhOTkZJVa4uJQH2tr6/fe9E2ePJm7d+/yxx9/CCVVjo6ObN++nXHjxpGYmIivry+1a9fG2tpaNZm1oBA1PVO0qjUiOWQJlkNUswJKJrMWH/cuzoReIDpgKflJ0SiKClAU5KPj2FJln2L/8ZLI9MzevKauGfHxb2xN3/YjNzY2Rk9PT9hma2vLtWuqHv4lOXz4MLq6uowePVplu5+fH4GBgXTs2JHAwEC++uorlfa3NSagDPxp06aNyvW4sLCQGTNmsHv3bpKSkoTQseTkZAwMDEr1ISLyT0Vc8Rb5V1H8JfC2mGjHjh0MGDDgL4l71p55TG5B6YS68rAauhqZlj4AufmFfLPld1xcXHBxcSEtLY3g4GDu3bvHt99+i42NzTut/t5HycfXDx48IDw8HIVCwZUrV9i8eTO9e/f+qH5FRP5baN68ORoaGh9lozd79myOHj3KiRMn0NfXV2nz8PDg7t27pKSkMHfuXKKiomjcuDHwRivhVrsyGmpS1CUK8tMShWM11aRoqElxq12ZX0c2q9CkG+DIqulo2zfFeuw2qk4IRq9hF3hb5VGG3qIw441TU0F6EpX0TUrsrupHnpqaSkZGhrAtJiYGE3ML/M8+4etfbzJ0+1UhoEeeX8iIESPo3Lkz7u7uKk8KfX19CQkJ4fbt20RERNCrl6qgtCxdiL+/PzExMUyYMEHYtnPnTkJCQjh58iSvX78WRLRvX8tFRP7piBNvkX8VvXr1IiUlhdDQUGHbq1evOHToEIMGDeLKlSs0b94cQ0NDLC0tGTduHHl5ecK+EokEf39/atSogaGhIWPHjkWhUJCcKefMg+eknNxE7Eof4n4eRvr1g0Qv6lZmXDTA67A9xK0ZRMyyfsRtGEX4/Qi+nDydp0+fIpFI6N69O1WqVOHrr79GLpcLVn/ZV/cSt3ogcWsGkXH7ONGLugmCreRDy0k58TMvd88hZlk/ErdPRJbxQuXxdUZGBn369EFHR4f+/fszadKkv1T3KiLy34ChoSGzZ89mzJgx7Nmzh4yMDIqKirh169Y7S8p++OEHdu7cycmTJzExMSnVfv36dQoLC0lKSmLkyJH06NFDsP4LCgrCsCgdf19nfvWujubtYKrVayZYFhpd24TT0534+zqXW15S0o88NzcXhUJBgTxb6VykVgl5wkOy7lfsyVHahV8oys8lLymazDsnqduyS5n72djY4OLiwrRp08jNzWX3ifOsWLue89QSxOKnH7zkwK0EVpyM5Mjd5xy5k8iIqfNxcHCge/fu5OTkAMqnCY0bN2bgwIH07dtXpaSkPPT09Dh27Bjnzp0TBNcZGRloaGhgYmJCdnY206dPf08vIiL/TMSJt8i/Ci0tLTw9PVVqFYODg3F0dKR+/frIZDKWL19OcnIyly5d4tSpU6xbt06lj0OHDnH16lXCw8MJDg7m+PHj7Lkex+ubx8h9eh3LIauwHLKSnMiwcseRnxJHxvVDWPgtp+rE3VT2nIe2iTXpJrVYsmQJYWFh3Lp1i9u3b3PlyhWhZtI07QF5Nw9S1fcHqozegDzmTqm+s++fw6CFN1Un/IKmiRVmD/errKQ1btyYx48fk52dzbNnz5g2bVqZq04iIv9rTJkyhWXLlrFkyRIqV65M5cqVGTVqFIsXL8bFxaXMY6ZPn05MTAz29vbo6uqiq6urknr61VdfYWhoiIODA0ZGRiruH/fv38fFxQUdHR26dWqHa5MGXD4azGa/xizv3wDtvDTauZYfvR4fH6/iR66lpcWTJ0/wnTiP16GBxCzrx+sLv5QqMykPzaqfk7B+JC9+mYFxsz64de5U7r67du0iKioKU3MLBnj1Q6u5F2pV6yMvUC3JyS0oorBIwdPkLLw3Xab10OlYW1vTs2dPoVTPz8+PO3fuMHDgwAqNE5Q3Sr///jtHjx7lu+++Y9CgQdja2lKlShVq165Ns2bNKtyXiMg/CYlCfE4j8i/j/PnzdOvWjefPn6OpqUmLFi3w8PBQeaxZzIoVKzh79iz79+8HlCveoaGhQjqlp6cnTk5OPP/MDf8pg9Gp1erPx76QE3WLl7/MpOqUkFLJdfmvEni+YzKmPSajaVMXiUxZ4tK7QRV+m96X1atX4+7uDigty0aNGkVUVBRDhw5VJmaOncq6M485fuk2UeuGYzVqA+pGViQfWo6amozK3b6mrYMZnxc9ZfXCWTx48OA/dj5FREQ+nLy8POrXr094eDjq6uofdGxyppwWi08jLygi+dByZPqmGLV+/6Q2bt1QTNzHo2XXAA01KRentiszTyAoKIjt27fjO/tnBreti9XwdagZmFdobEqBaC2Vm/1z587h6+tLdHT0e2/y7ezs2LRpEx06dKjQ64mI/LchrniL/Oto2bIlpqamHDhwgCdPnnDlyhXB3ioyMpJu3bphYWGBvr4+06dPJzk5WeV4CwsL4XdtbW0yMzNJzy2gMDNVJWCmLHFTMepGVhi3H8Hr8zuJWzWApJDFFGSkkJ6bT0JCAra2b8JwbG1tSUhQlpIkJCRgY2NDPWtD/H2duTCvHwCdalWmvaM5VY21cfncnotT2+Hv60ydquZkZmb+9ZMmIiLySalUqRIRERHlTrpdXV0xMjJCLpeXajPV1aBNTbOyyrgrRLFXeHkhXgMGDODHzcH8cPwRVSftqfCkGxDE4uFxyoyC/Px8Vq5cyfDhw8UnayIiiBNvkX8pxXHsgYGBuLm5CfZWX3zxBY6Ojjx69Ij09HQWLlxYIfGOvqYaMl0jCjJShG0FGcnvOAJ06rhi4buEKmO2AhLSzmxDX1MdKysroqOjhf1iYmKwslLGtFtaWqp4XWe/egnAjK612ezXmCafGeNU1ei9qZgiIiL/XKKioggNDUUikfDbb7+Vuc+nEluXx4eKxUuSW1DIujOPiYiIwNDQkMTERL7++uuP6ktE5H8NceIt8q9k0KBBnDx5ko0bN9K7v4+g1A9/9pwLMVkEXn9B2PVwfv755wr152ihj0Gd1mRc+42CjGSKcjNJD9tT7v75KXHkRN1GUZCPRE1dGSstleJoqYe3tzfz588nKSmJ5ORk5s2bh6+vL6Asbdm6dSsRERFkZ2fz/ffff5LzISIi8s8hICCAZs2aMXjwYLZvV7UGvXnzJk5OTrSsbYPBxTVIi/JV2rMfXyFhy5fELO/P8x3fkPfymUq7hkzCDHdHchMicXZ2Rl9fn8qVKzNx4kRhn8Bf97J9Yl+il/XnedC35CeXTrcFpaNI6smNxK4aQMyfeQV5SVEoFHDydhRzvp+PtrY28fHxrFq1SsWycePGjdSqVQs9PT1q167NjRs3SvX/dnLloUOHaNCgAYaGhri4uBAe/sYO0c7OjqVLl1KvXj0MDAzo37//e+1gRUT+PxB9vEX+ldjZ2VGvURPuhIez6L4u0shI5AVFyJoP4tqxNVw+sA1Ni+rUatSKrLi77+3Po5E1yxp2JicpjsTNXyLR0Ea/UXdyY+6ApPT9raIwn7Sz28hPiUMilaFRpRaVu43Hw8kanSYzSU9Pp149ZWpkv379mDlzJqBMbhs/fjxt27ZFKpXy3XffERAQ8N4AHBERkf8eAgICmDhxIk2bNqVZs2a8ePGCypUrk5eXR69evfj6668ZN24cISEheHl5Y9jcA4kE5IlPSDmyEnOPWVSysCfr3hle7vmeKiPXI1VXRyIBnyZV8W1mR/Pm3nz11VcMHDiQzMxM7t5VXuciIyMZNnggZn1mIKtSl/SrB3i5Zx5WI9YhkamWxeQ+u4E89i5VRq5HoqFDQUocEk0dAJKO/8wDfQlPnz4lJSWFTp06YWlpybBhw9i9ezdz5szhwIEDODs78+TJk1IlNzdu3KBXr16sW7eObt26cfPmTYYOHcrBgwdxdnYmMDCQHj168PDhQ+H6FxwczLFjxwTtzrZt20r5iouI/H8jiitF/pUEhkUJwRbv+gv4kGCLkTuuCQE3ADlPrpFyfC3WY7a+87ji13GrXRl/X+cPeBfKFaG6desil8v/kge5iIjIP4Pz58/Ttm1bEhMTMTU1xdHRkVGjRjFhwgTOnTuHl5cX8fHxQr20i4sLdZ1dkDbx4pfls1HT1ke3pa/QX8KGUVTuOp6undpxcFoftm/dQocOHWjdujVt27blyy+/xNT0jR7l+++/Z8eRUPJclUE3CkUR8WsHY9r9GzRt66mMNSfqNqnH12LabSKVrGoi+XORQVFUSMzSvgxc8gsBk/oCsH79enbt2sWZM2dwc3PD3d29VJgOKBdF/Pz82Lx5M4GBgUKIzhdffIGpqanKUz4HBwc2bNhAmzZtsLOzY/78+cLTwSlTppCeno6/v/9f/UhERD4pYqmJyP8kQUFBdOrUicLCQnR1dYmJiRHalJPuCHLy3z3pBlAoICe/sNxY95IMa1aF2JW+5Dy9TkFGMmkXdqFds3mFxvt2zeWZM2fKTZPcv38/crmcV69eMXXqVLp37/7OSfecOXOELyMREZF/Ntu3b6dTp07CZNjHx0coN0lISKBKlSoqIkVbW1vM9TXx93WmsWkh6VcPkLjKi8SVXiSu8oKsFL5ra4G/rzPqsjdf+Zs3byYyMhJHR0caN27MoUOHhNfQMHwT6S6RSJHpm1GQ+Ua/UoyWXX30GnUj9cTPxK3yJeXoaork2RTlpENRAZRIyrS1tSU+Ph6A2NhYqlevXu458Pf3x8XFRSW5Mjo6mp9++glDQ0PhJzY2VhCeQ9nCdxGRfxrixFsEUNrkPX78WGXb+yZsSUlJ+Pj4YGBggJGREQMGDFBpP3nyJE5OTujo6GBtbU1wcHCpPgICApBIJGzatOmTjnXAgAGcOHECmUxGZmYmVatWBZSx7guOPCAn/93x0G/ztlK/LD6vYoAkP4ukfQtI3PoV6iY2GLZ6/4RXab/lWG6AxtusX78ec3Nzqlevjkwmq3AduoiIyD+bnJwcgoODOXv2LBYWFlhYWLB8+XJu377N7du3sbS0JD4+XkXwXXJRoZqdLbO/m4k8KwN5dgbyrAzycnMYOWRQqdeqUaMGu3bt4uXLl0ydOhUPDw+ysrKwsrJCnvZC2E+hUFCYnoSabunwIAB95x5YDlmJ1fB15KfGk355L1ItfZCqQYmkzJiYGKpUqQIoA3qePHlS7nkoK7nSxsaGGTNmkJaWJvxkZ2fj7e1dgTMrIvLPQZx4i3w0ffr0wcLCgpiYGF6+fMk333wjtN2/fx8fHx8WLFjA69evuX37No0aNVI5/tWrVyxcuJA6der8bWP+FEr98tDW1qaKlRVTftpMzUm/YNbta6Qa2uXuL5GAlrqslOft+zh27BivX78mNTWV/fv3Y2lpWe6+BQUFFe5XRETk/5cDBw4gk8m4f/8+t27d4tatW0RERNCqVSsCAgJo3rw5ampqrFq1ivz8fPbt28eVK1eE40eMGIG/vz+XL19GoVCQlZXF4cOHVaLfiwkMDCQpKQmpVIqhofKmXyqV4unpSfSt8xTGhqMoLCD9yn4kMnU0rGuV6kOeGIk84SGKwgIk6ppI1CqBRIpEKkOvdivCD6wnIyOD6Oholi1bJiyODB8+nKVLl3L9+nUUCgWPHz/m5v1I/M8+ITUrj/WXEmg4cgl7j/zOVxMnf/B7ExH5JyNOvEU+ihMnThAbG8uPP/6IgYEB6urqNGzYUGifP38+o0aNokuXLqipqWFiYlLq0eK0adMYP368Sn3hp+KLL77A2toafX19nJ2dCQ0NJTlTztnIJArz5CQfWkbs8v7EbxytjG5f6yccK3/+mIQt44lZ1o+k/T+QdGAxr87tQKGAPx4msXP3/nKV9QAGWbHk/fI1CSu9eXVkBZVQTn4TNo0h+9FlNNWkaKhJ6VDThOdrBlBH49V738+qVauoXbs2oaGhVK5cmcLCNzcP+/bto379+oBy5d/DwwNfX1/09fXZtm2bSj/5+fl4e3vTt29f8vLy2Lp1q+AsUK1aNdavX/+xp1xEROQvsn37doYMGULVqlWFFW8LCwvGjRtHUFAQUqmUffv2sW3bNoyNjfn111/p06ePcLyzszMbN25k3LhxGBkZYW9vX+oaUMyxY8eoU6cOurq6fPXVV/zyyy9oaWkp66Y3b+Pl8Z+JXeVDzuMrmHnMKiWsBCiSZ5NydDWxK7yI/3koUi099Jsqx2PWaRQ1qphQrVo1WrZsiY+PD0OHDgWUgvEZM2bg4+ODjq4eTVzd6LX8BMtPRpKdV8jN2DSOPspAo/ss/IP24tRrGOqV7Sv83kRE/smIaiyRjyIsLAwHBwf8/Pw4evQo1apVY+nSpbRp00Zor169Op9//jnJycm0b9+eVatWYWxsDMCVK1e4du0a69atK7ME5a/SvHlzFi5ciJ6eHitWrFBe6ANOA/D6wi4KXr/E6ovNKPJyebl7jnCcojCfpH0L0G/cCz2nruQ8vkJSyBL0mykFQvLnTxi9Zja/HztSrrI+KCiIM6d+R0dHhy7uXTGJP4FD1xGcb9eD1zGXmTDeDw8na86fOkZYFSuVG5aymDdvHgcOHODs2bOYmZlhYmLCiRMn6NJFmZC5Y8cOBg168yg5JCSE3bt3ExAQgFwuZ/HixYDyMbaHhwdmZmYEBgYik8kwNzfn0KFDVKtWjXPnztGlSxcaN26Mk5PTJ/ssREREKsaxY8fK3O7p6YmnpyegnFzfvHmz3D46d+5M586dy2yLiooSfg8MDCy3Dz8fTy4UVlMRi5eFll0DtIatKd2gUJAbF4GZiRHXrl1TCQQrZvTo0eg26KwicpcXFGE9ZouwT766DpZDV/NKAl4bw5jh7sjVq1ff+95AuQghIvJPRFzxFvko4uLiOHHiBG3btuX58+dMmjSJnj17CimPcXFx7Nixg7179/Lo0SNycnLozz5/AAAgAElEQVT48ssvASgsLGTMmDGsWbMGqfTj/gs6OTmpiGwWLVqk0j5o0CCMjIxQU1Pjm2++QS6XE3brDvKCIrIjQjFo3g+Zpi5q+qboOXcXjpPHP4SiQvSceyCRqaHt4IKGVU2hPeX6EWq17UPTpk2RyWT4+fmhoaFBWFiYsM+4ceOwsbHB2NiY2bO+4+GFYyzv34CQ5dNIvHsR7wbKxLgdO3YwcGD5Mc8KhYKJEydy4sQJ/vjjD8zMlEIlPz8/4UszNTWV48ePC8mboLzp6NWrF1KpFC0tLQDS09Pp3Lkz1atXZ+vWrchkyuCNrl27Ur16dSQSCW3atKFTp06EhoZ+1GciIiLyv4G3tze15A8rFNCTtG8hOU+uqWzTqqTGzpl+GBgY4OTkxIgRI3j69KnKPv8pkXtJYmJi0NXVVXlCqKury9OnTxk+fDgLFy585/Hv0jmV7LtTp04EBQW9s6/169d/UIhQnTp1OHPmzEeN7V2Eh4fj4uLywceJfDrEibcIADKZjPx81SCG/Pz8cuOMtbS0sLOzY9iwYairq+Pl5YWNjQ0XLlwQ2ocMGULNmjXR1dVl+vTpHDlyBIB169ZRr149mjVr9tHjvXHjhorI5ttvv1VpX7p0KbVq1cLAwABDQ0Nev35NSorypqAgMxWZ/hu1fclo98LMFGR6JiquAbIS7QWvX3L98I53KuttbGyE30vGvVtZWdGiRQv27t1LWloaR48eLSVILUlaWhobNmxg2rRpGBgYCNt9fX05ePAgWVlZBAcH06pVK5U675KvX0xYWBjh4eF8++23Ku/t6NGjNGvWDGNjYwwNDTly5Ihw8yQiIqLKh4rQt23bhkwmQ1dXV/gZN27ce1/n7t27uLm5YWpqWmbMekREBO3atcPAwAB7e3v2798vtIWFhdGxY0eMjY0xMzOjX79+JCYmCu1//PEHbdu2xcDAADs7u1J9h4eHc/v2bb4e5sMMd0cKo67xPHAKMcv7E7val5QjqyiSZwv76zfrS9q5HcK/i8XibT7/jB9++IHIyEiuX79OjRo1kEgkLF68uFyR+4td04le1A1FUdk6nLdF7m+f32rVqqmIzatWrUpmZqaw0ACQmZlJtWrV2LRpE9OnTy/vI3gvJfs+ceLEO6/leXl5zJ8/n8mTlfXqUVFRSCQSYdyVK1dmzJgxKt/B9+7dU3F1+VTUq1cPQ0NDDh48+Mn7FqkY4sRbBFBeRN5+VPfs2bMyHxGC8o/37S+Ekv9+u73k76dOnWL//v1C/eLFixeZNGlShb6QKkJoaChLliwhODiYV69ekZaWhoGBAdrqyouvTNeYwhJx7iWj3ZVtKSquASX3VdM3o2nv4e9U1sfGvkl5Kxn3Dm9Wq3fv3k3z5s0FlX9ZGBkZcejQIYYMGSLc0ABUqVKF5s2bs2/fvjJXzcv6ou7UqRPTpk2jffv2vHihdCyQy+X07duXb775hhcvXpCWloa7uzuitb+IyKejefPmZGZmCj9r1pRRmvEW6urqeHp6snnz5lJtBQUF9OzZk27dupGamsqGDRvw9fUlMjISUIrWR44cSVRUFNHR0ejp6TFkyBDheB0dHYYOHcqPP/5Y5muvX7+eAQMGIJFI8G1mR3dHQ8xaeWPz5XasRvhTkJnCqz/elINoWDlQlJdN3vNHZYrFTUxMGDZsGPv27cPKyor58+czZOkv5OarTq4z7/2BovD9wve3Re4lz+/evXuZMmXKO0txKsqnFKaHhITg6OhY6nqflpZGZmYmd+7c4dKlS6xdu/ZvGduAAQNEPc//I+LEWwSA/v37M3/+fOLi4igqKuLkyZMcPHgQDw+PMvfv3bs3r169Yvv27RQWFrJnzx7i4uJo0aIFAEOGDGHr1q08ffqU7OxsFi1aRLdu3QDlKkVERISg2nd2dmb27NksWLBAaC9rJaaiZGRkoKamhpmZGQUFBcybN4/09HRsjLSpJJOg49iS15d2U5ibSUFGMhnXDwnHalRxBKmMjOuHUBQVkh0ZhjwhUmg3cepMxOm971TWr127lri4OFJTU1mwYAH9+/cX2nr16sWNGzdYuXKlSl12ebi6uhIUFESfPn1U3AsGDRrEkiVLuHPnjoq46l1MmTIFHx8f2rdvT3JyMnl5ecjlcszMzFBTU+Po0aOcOHGiQn2JiIh8PJcvX8bCwkKlBGL//v1CWq2DgwPDhg0r0/HpwYMHJCQkMGHCBGQyGe3ataNFixbs2KFcde7SpQv9+vVDX18fbW1txo0bp3Lj3qRJEwYOHEi1atXKHNvRo0cFrQ7AutlfcXjJOLrUt0VbVx9jp87I4yOEdk01Kdq29bB6HcGvI5vh28yOevXqsXPnTmGfsWPH0rNnTz777DNmfb+Q19pVKHl7X5SbxevzuzBqO4T3USxyT8mUl2pr2LAhtWrVIiJCOb7ileXiiWpCQgI9evTA2NgYe3ulWLOYDxWmR0RE4OrqiqGhIXXq1OG3334rd8xvn9O3MTc3p2PHjty/f1/YZmdnx8mTJz9qbO8Tzbu6unLq1Cnk8tLnUOQ/jzjxFgFg1qxZuLi40LJlS4yMjJgyZQpBQUHUrVu3zP2NjY357bffWLp0KQYGBixatIiQkBDBoWTo0KEMGjSIpk2bYmtri4aGBqtWrQLA0NBQRbFfqVIl9PX1hXKK2NhYYQJfkuRMOf5nld6v3+4L5+tfb+J/9kmpC7CbmxudO3emZs2a2NraoqmpibW1NYk3TyOXyzFo4Y2aninxPw/jxS8z0XZoISj2JTJ1zHpPJzP8BLHL+5N17w+07BsjkSl1yBpWNfFfv+GdynofHx86depEtWrVqF69uhD3DsoSnL59+/Ls2bMKT5g7duzIli1b6N69Ozdu3ACUNz7R0dH07t0bbe3yLQvf5rvvvqNXr1506NCB/Px8Vq1ahaenJ0ZGRuzcuZMePXpUuC8REZGPo2nTpujo6HD69Glh286dO1W0Gh+CQqEQIt/f5ty5cxW2bM3KyuLZs2c4ODiobK9nbYi/rzMXp7bDkXg+s3egvaM5vRtUYULHmnzj2Y6qJAlZBOHh4eW+l7vPc0oFfr06F4BeQ3dkOkYVGqcE2HMjrtT2q1evEhkZibNz2QnAXl5eWFtbk5CQwJ49e5g+fbrKZxASEoKHhwdpaWkqpSM5OTn06tULDQ0NgoODkUgkdO/enU6dOvHy5UtWr17NgAEDePjwYZmve+fOnVLntCQJCQkcP378neWXFR1bpUqVBNF8eno6W7duZcKECcJ3Byifmqqrq5c7XpH/LKKriQignBD++OOP5T5+LItWrVpx586dctvnzp3L3Llz39vP2wKS0NBQVq5cKfz7dmwaa8885mykMozB9ttDXHsF114loKn2nOUnI3F16MbkYcrkR5lMxpYtW9iyZQtyuZz169cjl8vRlBbRyt6EC9EZmHafJPSfceOISh23hmUNrIauFv6duH0iavZNkEigrYMZnr2d8ez9RpBZkuJynWnTppX7fqtWrUrv3r3R1dUtdx9XV1fi4t58sXTt2lUoEQGlZ7iZmVmpMpOylPxvb5s/fz7z588HlCtRY8eOLXccIiIif42wsDDBJxuUziXNmjXD29ubXbt20bFjRzIyMjhy5AhLly59b38ODg6Ym5vz448/MmHCBP744w/Onj1L27ZtS+0bHh7OvHnzCAkJqdBY09KUtdN6enpltt+4dI4bJw9w+fJlatZ8Izrf+NBIOPZ9JL7OQW74prZbnvgIedx9jDuMpDC9YvqS3IIiHiRmUJ8357ewsJDMzEzGjRtHjRo1Sh0TGxvLhQsXOHz4MJqamjRo0IDhw4cTEBBAu3btgDfCdKCUML1+/fqsXLkSiUTCxYsXyczM5Ntvv0UqldKuXTu6devGrl27yrwGp6WllXlOixeqXr9+TfPmzct9wvwhYwPl90UxJUXzJd2q9PT0KvyZiXxaxBVvkTIJDQ0V7tAdHBz+NqcLV1dXPD09qVVLGdYQGBaF18Ywfo94gbygCHmBqhgn989tJ+6/wGtjmKB4LyoqIigoCEdHR44fP86JEycICAhgsns91HJekxt3H4WiiPyUONKv7FeJds+NuUNh5isURYVk3jlFflIUmtUaEfVDN7rZ/rU/mdTUVDZv3szIkSP/Uj979+5FIpEIXxgiIiL/eT5UhA7QrFkzFU1I8aqmj48P+/btQy6Xs2/fPpycnMrV1JREXV2dAwcOcPjwYSwsLPjpp5/w9PTE2tpaZb/Hjx/TpUsXVq5cSatWrSr0/opvEMoKpQkLC8PHx4c9e/aoTLqL9y95c/EuSgoqFYoiUk+sw7jDSCTS9zuolCQ9V/k5FJ/fjIwMnj9/zr1798oUTSYkJGBsbKwyAS4ZYw8VF6YnJCRgY2Oj4sr1dl8lMTIyKvOcJicnCzqhFi1a4ObmVu77/dSi+Q/5zEQ+LeLE+19IydqxYrZt20bLli2Ff7dq1Up4DPXw4cMKX7g/JR9rNzVtyxGcnJxYtWoVW7du5fDhw0LtZH0bQ8a2rsqr42uJXdaPF7umo1WjKXpO7kJf+anxJGz5ktjl/Um/sh/TXtPQM1KuTDha6n/0+9m4cSM2NjZ06dKF1q1bf3Q/rq6ufPHFF6xdu/aj7RhFREQ+nA8Vob+L2rVrY2try9GjRz+4zKRevXqcPXuWlJQUjh8/ztOnT2nSpInQHh0dTYcOHfjuu+/eaVn6Njo6OlSvXl0QahZz8+ZNevTowZYtW2jfvn2p4yIiIoQQr/ehpf7mmqWQZ5OX+JikkMXErvYlcbsyIj5urR+5sWWXzhSjr1n6Zqdy5cr07du3TMcOKysrUlNTVSbAJWPsoeLCdCsrK2JjYykqKiq3r5LUq1ev1DktiZaWFoMHDyYsLKxcV6lPKZqPj48nLy/vneUvIv85xFITkX8k5dlNvY+c/CJ2ReQxYdJsxvv2KvNi9XXvlphanlEJbiiJXoPO6DVQBlBIJKCpJmOGuyMDv//otwMoI49HjBjx1zqhdGmOiIjI30OxCP3zzz/HysqK06dPc/DgQS5duvRR/fn4+LBy5UrCwsJUfKAVCgVyuZy8vDwAcnNzkUgkQkhXeHg4NWvWpKioiHXr1pGYmMjgwYMB5aSqXbt2jBs3jtGjR5d6zaKiIvLy8sjPz0ehUJCbm4tUKqVSpUoAuLu7c/bsWUFnc/fuXTp37szq1avp3r3sEruzZ8+qBPLY2dkxZ84cYUx5eXkUFRWhUCgw11XjGQXkKaRINHSwHhcgHFeQkcTz7ROxHLwCmbZS8/M86Fs0q36OYas3dc2aalIcLfVA1RqclJQU9u/fX2ZNu42NDS4uLkybNo2lS5cSGRnJ5s2b3+u/DUphulwup3379pw5c4amTZuira3NkiVLmDRpEhcuXODgwYPlhvu4u7vj7+/PjBkzymyXy+Xs2LEDCwsLTExM3jued41NQ0OjTNF8Sb3W2bNnadeunfD/SeTvRVwuEymTefPm8dlnn6Gnp0edOnU4cOCA0FZYWMikSZMwNTXls88+Y82aNSrK8WfPntG6dWv09PTo0KEDY8eOVfG5DQsLw8XFBUNDQ+rXr19qIvnkyRM6urbg4eI+vNzzPYU5yhWKl7vnkH5NdSUjYfM4sh9eVNkmUa/EnXxzBg4ciImJCYaGhjRu3FhYEUhISCB44XgSVnmTunk0OeEn0FRT/ikoigp5fTGYBP/hxCzrR+aub1jZzVrFHgvg/Pnz2NjYCGPfsmULtWrVwsjICDc3N6Kjo9+MRyLB39+fGjVqYGhoyNixY0XLPhGR/0I+VIT+Pry9vYVJUHG9LyhXrLW0tIQJZHGUezE7duzA0tISc3NzTp06xe+//y5MojZt2sTTp0+ZM2eOin94MefOnUNLSwt3d3diYmLQ0tKiU6dOQvvIkSMJCgoSrlE//fQTSUlJDBs2TOir5MT26tWr6OrqCivueXl5pKSkqAgFO3XqhJaWFhcvXiRo6UweL+qFPOYuEokEma7Rmx8t5WRbpmMkCN4LM5LRsK6tct4UgIeTsrTm0qVLwrhq1aqFmZkZq1evpix27dpFVFQUVlZW9O7dm7lz59KhQ4eKfFQqwvTMzEwOHjzI0aNHMTU1ZcyYMQQEBODo6Fjmsd27dxfcaEpiaGgo+HhfunSJ3377rczFog8ZW0VE80FBQWXelIn8PUgU4gzgX4ednR2bNm1SueBs27aNTZs2cf78eQB+/fVXWrduTeXKldm9ezdDhw7l8ePHWFpa4u/vz6pVqzhx4gQ6Ojr069ePU6dOkZ+fj5qaGs2bN6dFixYsXLiQK1eu4O7uTo8ePQgMDCQ+Pp569eqxY8cOOnfuzKlTp/Dy8uLBgweYmZnh6urKw8hHaHSfSZGuOSmHliFRr4Rp92/Iiggl/cp+LP2WAZD34ikvds3A+ssA4SJdTM7tYzRQPGX/3t1oaGhw69YtatSogb6+Pq1bt6Zu3bosW7aMBw8e0KFDRwbOXA6WdbmwbwtPLx3ly4XrGNuzFfFPH2JtbY2JiTJU59GjRzx+/JgRI0awd+9emjRpQkhICJMmTeLgwYPUqFGDRYsWceTIES5eVN4QSCQSunbtSmBgIOnp6TRq1Eh4/yIiIiL/NHx8fPD09BTEfO+ib9++DBs2DHd3Zbne+fPnWbt2Lbt27Sr3mJE7rr03jh6gID2Z5JBFWAx8IzqVSMCtdmX8fct2LinJtTsRNG3wOeOCrpAhL0RfUw1HC336NbLGRPfvXe3dsGED9+/fZ8WKFX/r675NeHg4o0aN+uinNCJ/HXHi/S/Ezs6O5ORkFUunvLw8nJychIn32zRo0IC5c+fSs2dP2rVrR//+/Rk1ahQAJ0+epGPHjuTn55OQkEC1atVIT08XbO6KV7sDAwNZvHgxd+/eFTxnQWn/5+Pjg5+fH66urmhYORBVvRfygiLykmNI3DKeqt/shaJC4lYPxMJvGerGVXh1ejNF+XJM3MaUGq/87km0n51l/85tQn03KJXtdnZ2KirzadOmkZiYyLZt23BwcGDJkiX07NmzVJ8SiYSFCxfi7+/P4cOHhVWuLl264OHhwbBhwwDlo1xdXV0iIiKwtbVFIpEQGhoq1NB7enri5ORUKm1TRERE5N/A7dg0vDaGkZP//sCct9FSl/HryGaCdWF5/a8985jDhw6SdGIDVqM3CW2aalIUgKuDGWPa2FPfRhQYivy9iKUm/1IOHDigorRft26dSntAQAANGjQQYtHv3r0riD6KFd3FlPy9WDle0lu6ZHt0dDS7d+9WiVw/f/68SqRxnqaR4F6ipm8ORQUU5aQjUauEdq1WZN07g0JRRNb9s+jWLW2hBVCplivmtZri5eWFlZUVU6ZMEW4M3qVsj42NpXr16uWetxUrVuDp6anyaDk6OpqvvvpKeD/GxsYoFAoVhbuFhYXwu7a2NpmZmeW+hoiIiMj/MvVtDJnh7qgitKwIxXH075p0Fzth7dnuz/PDqzBwHazSXp4TlojI34U48RYpRXR0NCNGjGDNmjWkpKSQlpZG3bp1hZo/S0tLFY/pkhHplpaWpKamkp2dXWa7jY0NAwcOVJn0Z2Vlqaz+prx4MwkvTE8CqRpSLaWbiO7n7cm6d4bcqNtI1DXQqFKrzPcgkalRu9tQ7t+/z8WLFzl06BABAQHvVbbb2Njw5MmTcs/N7t27OXDggIrPuI2NDevXr1d5Tzk5Obi4uJTbj4iIiMj/GhKJhMePlXHugwcPVgkPexvfZnbMcK+FlrqM95U1SySUGUf/NiWdsPQb98bmy0B0HFuWuW9JJ6y/c/Lt6urKpk2b3r+jyP8s4sRbpBRZWVlIJBLMzMwA2Lp1q0oqmqenJytXriQ+Pp60tDQWL14stNna2uLs7MycOXPIy8vj0qVLKtZOvr6+HDx4kOPHj1NYWEhubi5nzpxRmcg/CztGXnIMRfm5pIUGou3YQvB41ahSCyQSXp3ejE6d8j2sc6PDyXsZRWFhIfr6+qirqyOVSlWU7bm5uYSHh7N582ahHGb48OF89913PHr0CIVCQXh4OCkpKUK/VlZWnDp1ipUrV/Lzzz8DMHr0aH744Qfu3bsHKMMQdu/e/dHnX0REROT/g86dOzNr1qxS20NCQrCwsBAE9J8K32Z2/DqyGW61K6OhJhVE7sVoqkkpjLtLkv9QIY6+PP6KE9aCIw8IjxPDZET+HkQ7QZFS1K5dm0mTJtG8eXOkUimDBg1SiXAfMWIEkZGR1KtXD319fcaPH8+ZM2eQyZST46CgIAYPHoyJiQlNmjShf//+FBYqa/lsbGwICQlhypQpeHt7I5PJaNKkiTCJBWjRuTdnjqwgLzkWTZu6pWq4deq243VoIDp9y19Nkeak8fvqqejPGYyuri79+/cX/Gx37drF6NGjsbKywsjISEXZPnHiRORyOZ06dSI5ORlHR0f279+v0nfVqlU5deoUrq6uqKurM3z4cDIzM/Hy8iI6OhoDAwM6duxIv379/sKnICIiIvL34ufnx4wZM5g7d66Ku8aOHTsYMGBAqaj3T0FxHH1Kppw9N+J4kJhBem4++prqOFrqYZElY+wf6u8sLwFYe+YxuQUfXjMOkFtQyLozjysk2BQR+auI4kqRv8zRo0cZPXq0ioVeSfr374+jo2OF4uMBkjPltFh8ulRKZTGZd06Refs4Fr5Lyu1DQ03Kxant/nbluoiIiMh/Kzk5OVhYWHDw4EEh5OvVq1dYWlpy+fJl5HI5X331FREREWhpadG3b1+WLVsmeIAXOz/Z29szePBgrK2tmT9/PgCHDh1i5syZREVFUbt2bfz9/QXhu52dHePGjSMgIIDo6Gg6d+7M9u3bKSwsxNTUFLlcLuiGIiMjmT59ukrfIUdP4NHfhypjtwMQt24oeo26kXX3NAXpL9H6rBGm3SYgUatEYW4mKQd/Qp7wEIoK0bCujbHbWHSMzcv8zli8eDGrVq0iPT0dKysr1q1bR/v27ZHL5UydOpXg4GBA+SR48eLFgq1jSEgIs2fP5unTp5iZmbF27Vo6d+6Mq6srvr6+DB8+nMTERNzc3Bg4cCCTJ08mLCyMiRMncv/+fWxtbVm5ciWurq6AskSlVatWnD59mvDwcJo3b87OnTtVbChF/jsQS01EPpicnByOHDlCQUEB8fHxzJ07l969ewvtV69e5Wr4fdb98Yhe09awd98BHmk54n/2CSmZ8vf2b6qrQZuaZmXW/RXl55Jx8wi69cuP1pVIoK2DmTjpFhEREfkAtLS08PT0JCDgTahNcHAwjo6O1K9fH5lMxvLly0lOTubSpUucOnWqlDC/LG7evMnQoUNZv349KSkpjBo1ih49eiCXv/k+CA4O5tixYzx79ozw8HC2bduGjo4OR48excrKiszMTDIzM7GysirV/9mHSaW2ZT8IxdxzLlVGbyYv6RmZd/5Ma1YUofN5B6qM2UKVMVuRqFUi9Xd/JMCeG3EqfTx8+JA1a9Zw9epVMjIyOH78OHZ2dgAsWLCAsLAwbt26xe3bt7ly5YpwI3DlyhUGDRrEjz/+SFpaGufOnROOK+bZs2e0adOGcePGMXnyZOLj4+natSszZ84kNTWVpUuX0rdvX5KS3ry3nTt3snXrVl6+fEleXh5Lly5F5L8PceIt8sEoFApmz56NkZERDRs2pFatWsybNw9Q1tnN3BWKS8s2jOv0OYfX/4Bhpy+4+FqfFScjcVl8mlGB17gd++56urGu9miqyVS25Ty9TtyqAci0DdGp41rusZpqMsa42v/l9ykiIiLyb8PPz489e/aQm5sLKB2u/Pz8AGjUqBHNmjVDTU0NOzs7Ro0axdmzZ9/b54YNGxg1ahRNmzZFJpPh5+eHhoYGYWFhwj7jx4/HysoKY2Njunfvzq1btyo85pjUbN5+dK/XqAdqeibItPTQtm9C3gtlzKVMSx8dxxZI1TWRamhj4NIfecwdcguKeJCYodKHTCZDLpdz//598vPzsbOzE1yvgoKCmDVrFubm5piZmTF79mzBJnfz5s0MHTqUjh07IpVKqVKlikq4zv3792nbti1z585l5MiRgNJu193dHXd3d6RSKR07dsTZ2ZkjR44Ixw0ZMoSaNWsKN0gfco5E/jmINd4iH4y2tnaZ0bhKRfkDcjUdqDJ2W6n23D9LR07cf8G5yGRmuDuWK5YptptSKtSVx2lVa0TVSXvfObaK2E2JiIiIiJRNy5YtMTU15cCBAzRu3JgrV66wb98+QFnmMXHiRK5du0Z2djYFBQU0atTovX1GR0ezfft2lUTJvLw8lSTHty1X3055fBdZeaVru2W6RsLvEjUNFJmpgPKp6atTm8h5ep2iXKWtqyIvB0VRIem5+Sp92Nvbs2LFCubMmcO9e/dwc3Nj2bJlWFlZkZCQgK2trbCvra2tMObY2FghUKgsgoKCsLe3x8PDQ9hWbLVb0owg///Yu++4Ksv/j+Ovcw7rMA9LtoD6daSJWxwpmajhyD0Rcc9cWc7ce6RmKeVExZFmGO5RmGiaZmi5czAFRUD2OJzz+4OftxwZgmFaXc/Hw8fDc9/XPc5NyXWuc13vT24u7777LDJXxNL+O4gRb6FcFIxxetGqgdykeG7Me5/5B/4oMcaptHFTcUFTSLt8tFRxUy9SMA5LEAThv8jPz4+tW7eyfft22rZti52dHQAjR46kevXq3L59m5SUFBYuXEhplom5uLgwffp0ncjVjIwM+vTp88JjiyqhbmJiohNZS2bpE0lSfvmO3MfROPh9RsWJe7Dv9yyVy9xIv1D7vn37EhYWRkREBDKZjMmTJwP5CVcF1zVFRkZK02BeFEs7e/ZsbGxs6Nu3r07wwIuidoV/B9HxfkPs2rWLxo0bY2JiQoUKFWjcuDFr164t9h+1b775hqZNm2JsbCwtviho2LBhVKtWDblczpYtW4q97nvvvYdMJitzTNpHlcgAACAASURBVFRoaCgymYwlS5a80hin0sRNyWUyajqavzBuShAEQXgxPz8/Tpw4wfr166VpJgCpqamYm5tjamrKjRs3dNKoSjJ06FACAgI4f/48Wq2W9PR0Dh48qFNPoTh2dnY8fvyYJ0+eSNvq1KnDoUOHSExMJC4ujhvHd/GCKHCJNicTmb4hciMT8jJTSQ7bAeT/LqnuYKbT9ubNm/zwww9kZ2djZGSEUqlELs//HdSnTx/mz5/Po0ePSEhIYO7cuVIs7eDBg9m8eTMnT55Eo9EQExPDjRs3pPPq6+uzZ88e0tPT8fPzQ6PRlCpqV/h3EB3vN8CKFSsYN24cH3/8MXFxccTHxxMQEMCZM2fIyckp8hgrKyvGjx9f7KdhDw8P1q5dS7169Yq9blBQELm5ucXuL0lgYCBWVlZs3bq1xBgnrabkeKenMU5Se60WjUa3A/80burs5FZM8K5KlzpOvFe9Al3qODHBuyp1K6ro7+n2l6aXlHc+rSAIwj+Vm5sbTZs2JT09nU6dOknbly9fzo4dOzAzM2Po0KH06tWrVOdr0KAB69evZ8yYMVhaWlKlSpUSB4QKql69On369KFSpUqoVCpiY2Pp378/Hh4euLm50aZNGwb79Sv1ezNr8AHa3GyiVvclbutHKCvlT5XRAt3rOeu0zc7OZsqUKdjY2GBvb8/Dhw9ZtGgRADNmzKBBgwbUrl2bt99+m3r16kkFgxo1asTmzZuZMGECFhYWtGzZslDql4GBAfv27SM+Pp5Bgwbh5OTE/v37WbhwIba2tri4uLBs2bJCvw+Ffz4RJ/iaPXnyBEdHR7Zu3Uq3bt3KfPyGDRvYvn07oaGhRe5v3rw5Q4YMwd/fv9B1GzZsyNatW2nSpAm5ubmlzmhNT0/H3t6e9evX4+fnh0P/Zcgq5C9mVCfHExMwGKv3x/LkzE70zCtg13chyaFbSPv9JHIDJeaNupB4PICKn+xHJlfwcMdURvR8n/Nnw7h06RK///47arWaDz/8kF9//RVbW1vmzZtHz549i7yf4uKZQkNDadeuHR9++KHUtnbt2lIKi0wm44svvmDVqlWo1Wru3bunE4cVFhZGnz592LZtGx4eHvTv35/z58+jVqtp1qwZAQEBODs7F3lPgiAIwt9n2LaLHL8e/8KpjkXT0uYtO77u37C8b0sQChEj3q/Zzz//THZ2Nh988MHfet1p06YxcuRIncUapbVv3z5MTU3p0aMH1Rs0J+XKyUJtsiN/x3HIOir0mkva5aNk/HkBh4GrsfdfRfrNM4Xab9m6ja+//prU1FRsbW3x9vamb9++PHz4kF27djFq1CiuXbtW4n09H880YMAAtm/fLu2/fPmyFNn0VHBwMOfPny907iNHjtCnTx++/fZbvLy80Gg0DBw4kIiICCIjI1EqlYwZM6asj04QBEF4BYpKwiotWZ6ai4ELuHXrVontEtKyCTh1h/G7f2NQ4AXG7/6t1DG5gvCU6Hi/ZgkJCdjY2OiMNjdt2hSVSoVSqeSnn34q92tevHiRM2fO6IwEl0VgYCC9evVCoVDg1MCblKun0ObpTtWweKcfcgMj5PqGpF8Pw7xhJ/TMbVEozbBoolvRUaPVUrV5B2rWrImenh5HjhzBzc2NgQMHoqenR926denWrVuJZdiLimfq1KkTt27d4vbt20B+9bVevXpJxR4Apk6dipWVFUqlUtq2Z88ehg8fzuHDh2nUqBEA1tbWdOvWDWNjY8zMzJg+fXqpYrQEQRCEV+9pEpZSv2zdGqW+nDldPBjUuTVNmzYtcm3V5ahkhm27SLMlP7DyxC2Cw2P54cZDgsNjyxSTKwggOt6vnbW1NQkJCTpzjM+ePUtycjLW1tblPr9Lo9EwatQoVq9e/VLlf6Oiovjxxx/p1y9/Tp1treZo83LJvKMbL6hn9qyaVl5aIgoz22f7zCsUOq+e+bP9ERERnD9/HpVKJf0JCgoiLi6u2PsKCgrCyclJJ57JyMiIXr16sX37djQaDTt37pTKxj/l4uJS6FyrVq2iZ8+e1KpVS9qWkZHB8OHDcXV1xdzcnBYtWpCcnCytSBcEQRBer9ImYUF+obWnSVh+TdwZM2YMZ86cYcuWLbz//vtSNOD2c/fpvf4cx6/Hk63WFKqonPX/245di6f3+nMlJnUJAoiO92vXpEkTDA0N2b9//99yvZSUFC5evEivXr2wt7enYcP8OW3Ozs6cPn36hcdv27YNjUZDx44dsbe359tPuqBV55D2+3PTTQr8q6cwtSQv9Vn1LXVK4SpjSoNnXxG6uLjQsmVLnViltLS0ElfQFxXPBPnFIIKCgjh58iTGxsY0adLkudss/K/znj17CA4OZvXq1dK2FStWcPPmTc6fP09KSor0TYRYIiEIgvDmKE0SlqGenLZv2RVKwqpWrRpnzpzB09OTunXrMmHtvlLH5Gq1kJmbx4JD119p53vEiBHMmzfvhe28vLzYsGFDmc//sscJpSc63q+ZSqVi1qxZjBo1ir1795KamopGoyE8PJz09PRij3saN6RWq9FoNGRlZekklOTk5JCVlYVWqyU3N5esrCw0Gg0WFhbExsYSHh5OeHi4VBXr119/pXHjxkD+/3izZ88u8rqBgYHMmjVLOn7mpgM4dp9O5t2L5GWmFHmMSfV3SL0YgjolgbysNFLO6U4Zkctk2FsYSa87dOjArVu32LZtG7m5ueTm5nLhwgWuX79e7PMoKp4J8j/YyOVyPvroo0Kj3cVxdHTk5MmTrF69Wursp6amolQqUalUJCYmMmfOnFKdSxAE4d+kqFoHs2fPlqL0nrdlyxaaN29eaLubmxsnTpyQXj948IChQ4fi6OiIqakplSpVwt/fXyeGr6SY3OzsbCZMmICjoyMt33ZHfnYTpya+IyVhNbJWIzuyiKhVvUn+eiB657bwlr2pdHxISAi1atXC0tKSY8eO8dG8FXx3T/bCmNz4ndOIWNxBSvAqGJN76tQpZDKZlHZSGm5ubiiVSkxNTbG3t8ff31+nUE5AQACffvppqc8nvHlEx/sN8Mknn/DZZ5+xdOlS7OzssLOzY/jw4SxZsoSmTZsWecy2bdtQKpWMHDmS06dPo1QqGTp0qLS/TZs2KJVKzp49y7Bhw6T54jKZDHt7e+mPrW3+FA87Oztp7nNUVBTNmjUrdM1z584RERHB6NGjpeMHt6mLaVVP9C0dSb9W9Jxn0zptMXKvx4NNH/Jg8ziMqxZ+T/UrPqsyZmZmxrFjx9i1axeOjo7Y29szefJksrNLXsDyfDzT0863n58fv//+e7G/GIpSsWJFTp48yeLFi9mwYQPjx48nMzMTGxsbPD09adeuXanPJQiCIBTv8ePHNG3alIyMDE6fPk1qaiqXLl2iZcuWHD9+XGpXUkzu4sWLuXjxIn/88Qe3bt3i0qVLrFu1jOEtKrOyVx3SfviKlh5VePwonsuXwzl16hRr164F4Pbt2/Tr14+AgACSk5Pp2LEjCz6dCvKSF2umXf0RbRHTDbPUeaw5cYNx48ZJA1plERISQlpaGuHh4fz2229ShKHw7yBKxr8h+vXrJ82bLg1/f/9CEYEFFRcv+Dw3Nzed6RLR0dHY2dnh7e1dqK2npydZWVk622xMDamkzCJr0BfI/r+wgOuUAzptZHIFVq2HYtX62QcDs/od8vfJwG/BJsb7NtA5plq1ahw8eLBU76HgezUyMtIZRYH8TnSzZs2oVKmSzvaipokU3Obu7q6Tvfr8Mx0+fHip7k8QBEEo3sqVKzE3N2fbtm1SgRqVSsXAgQN12o0ePRrI/3f+eSEhIUyePBkrKysAxo4dy+TJk6VvJ+/du8eYMWMwMjLC3t6edu3acfXqVQCOHj3KO++8I43MDx49nukzZ2MU+TtKtzpkRV3l4d65VJywW7qeJiudJ2E7sekwkbhtk3TuRauF4K1f0dvrPVKTH7/0c7G3t6dt27aEh4dL2/z9/XF2dmb+/PkA7N+/n1mzZnH37l1sbW358ssvCw0MFYzZ/fjjjzl37hwTJ07k2rVruLq6snr1ap1CfHfu3KFRo0bcuHGDd999l82bN2NlZUX79u1LjOgVSkeMeAs6nJ2dOXv2bKnaZmZmMmzYMP78/kuM9F8uxslIT8EoryovdWxpZGRksHbtWinpRBAEQXiznDhxgi5dukid7pdVcOBEq9USHR0tVbwcP348u3btIiMjg5iYGA4fPqzTQS147N6LUaDVkvsof+DFyKWmTqcbIOmnrZjV9UFhYsnz1E8e8uTyMaq0G1BoX1lER0dz+PBhqlQp+nfkL7/8gp+fH8uWLSM5OZmffvoJNzc3nTbPx+w+jdSdMWMGiYmJLF++nG7duvHo0bO1V1u3bmXTpk08ePAAPT09xo4dC1CqiF7hxUTHWwDKnk968+ZNPD09878SPP4dn3Z466VinKb7VP9LFSdLcvToUWxtbbGzs6Nv376v5BqCIAhCyc6dO6eTUqVSqYiMjJT2JyQk6NSU+P7771GpVJiZmdGmTZtSXaNdu3asXr2aR48eERcXx+effw7kD74AtGjRgqtXr2Jubo6zszMNGjSgc+fOALRu3ZpTp04RGhpKTk4O2wJWoc1To1UX/fsv+8FtsqOvYdagY5H7E49/hcU7vtx/8nKpZJ07d8bMzAwXFxcqVKhQ7JqijRs3MmjQILy9vZHL5Tg5OVG9enVpf1Exu9u3b8fHxwcfHx/kcjne3t40aNBAWu8F0L9/f2rVqoWJiQnz5s3jm2++IS8vr1QRvcKLiY73f9zL5JPu3LmT5s2bM3r0aKl88MvGOBVcUV7e2rZtS3p6Ovv373+p6ERBEARBl0Kh0FnID5Cbm4u+vn6xx3h6euqkVCUnJ1OxYkVpv7W1NQ8ePJBed+rUieTkZFauXElOTk6p7mv69OnUrVuXOnXq0LRpUzp37oy+vj52dnZoNBratWtH165dSU9PJyEhgaSkJCZPngzkl6UPDAxkzJgxODg48CQ5EX0bFxQFYnGf0mo1JB5bi1XrYciKmAOecfs8mpxMTGq0ICUrt9D+0ggODiY1NZXQ0FBu3LhBQkJCke2ioqKoXLlysecpKmY3IiKCPXv26HwICgsL03n+BWN2XV1dyc3NJSEhoVQRvcKLiY73P5y/v3+ZVkwXVNZ80s1hfzJixAhmzpzJ8ePHGTZsmE4c3/MxToq0RzqrvUuKcRIEQRDefBUrVuT+/fs62+7du4erq+tLn/O9994jODj4L9WtUCqVfPHFF8TExHD37l2sra2pX78+crmcxMREIiMjGTNmDIaGhlhbWzNw4ECdUd7u3bvzxx9/8PjxY1r2HoX6yUMMHf5X6Dra7AxyHvzJo/1LiFrjy4PACQBEfzmArKg/yIq4TE7cbaLW+LJr3Pvs3r2bVatWvVR16pYtW+Lv78+kSZOK3O/i4sKdO3eKPb6omF0XFxf69++v8yEoPT2dKVOmSMdFRUVJf4+MjERfXx8bm/wPIS+K6BVeTHS83wBeXl5YWlq+MLWjPG0/d7/M+aRz9v/ODbUtv/76K3Xq1CmybW1nFQG+DTg7uRWDmrsD0KqaLV3qODHBuypnJ7ciwLfBK5teIgiCILw6vXr1Yv78+URHR6PRaDhx4gQhISE6o6plNXHiRJKSkujfvz937txBq9WSmpqqs6gQio/JBYiJiSE2NhatVsu5c+eYN2+eNEXDxsYGd3d31q1bh1qtJjk5mcDAQGrXri2d+9dffyUvL49Hjx7xy7bFmFZtjL51/shvVsQVIhb/fyCAoQnOY7biOHANjgPXUKHnbAAc/Fdh6FgN1Tu+OA37GvehXzBr8wE6derE0KFD2bx5M5C/SL+o+hHFGT9+PMePH+fy5cuF9g0ePJjNmzdz8uRJNBoNMTExOvGLRcXs+vr6EhISwtGjR6VY4tDQUKKjo6Xjtm/fzrVr18jIyGDmzJl0794dhSJ/dP9lInoFXaLj/Zrdv3+f06dPI5PJ+P7770tsW9YqiQWrYRZ0OSqZBYduvDCftBA9A+Idm3E/5cXHWZsa0q9x/gjIer+GrOxVh+EtKmNtali2awqCIAhvjJkzZ9K0aVOaN2+OpaUln3zyCUFBQTqVfsvKxsaGc+fOYWRkRPPmzTEzM6NOnTqkpqbqFE4rLiYX8pM4mjZtiomJCQMGDGDx4sU688P37dvHkSNHsLW1pUqVKujr67Ny5Upp/7hx41CpVFSrVo1a7o7YtR8n7VOnJmDoVAPIzzFXmFo++6O0AEBhYolMoY/c0Pj/91kx2LsuSqUSExMTKW0lKiqq2Jjgotja2uLn58fcuXML7WvUqBGbN29mwoQJWFhY0LJlS50kLigcs+vk5MT+/ftZuHAhtra2uLi4sGzZMp1vG/r374+/vz/29vZkZWVJ8+WfepmIXuEZmVaU3nut5s6dy9GjR2ncuDG3bt3iwIFnUXz+/v4olUoiIiI4deoU+/fvx9ramsGDB3P79m18fHyQyWRUqVKF+fPnExoaiq+vLx9++CErV67E29ubwMBAli5dyvr160lOTua9997D6N3hnI7KKjTSnZfxhMcHV5EVfQ2ZTIa+TUXs+i1GJpOTmxDF46NfkvPwHiqbCmxZu4pOnToB+ekmM2bMYO/evSQnJ/P2229z/Phx4uPjcXd3Jzc3Fz09Pb799ls++ugjDhw4wFtvvVXovgICArCysuL+/fu4u7uzZcsWPv30UzIyMpgwYQLTp0//O380giAIwn/UsG0XOX49Hq0WHh/6HOPqzVBWql+qY2UyaPuWHQHPxeQCDBkyhB49etC2bdvyvuW/zdatW/n6668JCwt73bfyjyRGvF+zrVu3ShneR48eJT4+Xmf/jh07mD59OqmpqTRq1IjOnTvTv39/EhMT6dGjB99++61O+7i4OBITE4mIiODrr79mzZo1BAcHc+rUKWJjY1GamhP8xbwip5ek/PIdCjNrXMYG4fzhdlQt/QAZ2jw1D/fOReleD5ex2zHxGkrffv24efMmAJMmTeLXX3/l7NmzJCYmsnTp0kKxUJs3b2by5MmcOHGCWrVqFbovS0tLKaP1qbCwMG7evMnJkyeZO3duiZUrBUEQBKG8jPaqgpFe/vQKa5+xpe50Q8kxuRs2bPhHd7pFRO9fJzrer1FYWBgRERH07NmT+vXrU7lyZXbs2KHT5oMPPqBZs2bI5XLCw8PJzc1l/Pjx6Ovr0717dxo2bKjTXi6XM2fOHAwNDVEqlQQEBLBgwQKcnZ0xNDTkrQ6DSb0RJi14LEgm1yMvLQl1ykNkCj2MXGohk8nIjr2BJjcT8ybdkSn0MXGvQ41GXuzcuRONRsOmTZtYvXo1Tk5OKBQKmjZtiqHhsyklq1atYtmyZYSGhkp5pM/f1+zZs9m7d6/O9JhZs2ahVCrx8PDAw8OjyDlugiAIglDePFxUTPep/spicssa4fsmEBG95UNkrL1GgYGBtGnTRlot3LdvXwIDA5kwYYLUpmCsT2xsLE5OTjoLM55fSW5ra6tT1SsiIkKnMEFmbh7I5OSlJ6H3XFSSeeOuJIft4OGuTwEwrdMOiyY9yEtLRM/MFpks/xxZag1mpjbExMSQkJBAVlZWiZFGy5YtY+bMmTg7Oxd7X5AfU1VwxL9grquxsTFpaWnFXkMQBEEQytPT5K0Fh26QpS45iEAmyx/pnu5TvcTErstRyXwZ+ienbuUXrCmYJmakF8fKE7fwqmbLqJZV8HB5s0IInkb0Cn+N6Hi/JpmZmVIo/dMOZnZ2NsnJyVy+fBkPDw8AnU62g4MDMTExaLVaaXtkZKROp/f51dIuLi5s2rSJZs2aATAo8AI/3HhY5D3JDY2xem8IvDeEnEf3id85HQOH/6EwtUKd+gitViN1vhMfxuJUtwk2NjYYGRlx584d6Z6fd+zYMdq1a4e9vT3dunUr8r4Kej6qShAEQRBeB19PN2o7q1gb+ic/3nyEjPzBp6eM9ORogXer2TLKq0qJI935aWLFd+KfnvfYtXh+upXwwk688M8kppq8JsHBwSgUCq5du0Z4eDjh4eFcv36dd955h61btxZ5TJMmTdDT0+Pzzz8nNzeXffv28csvv5R4nREjRjB9+nRppbNeTioZt84V2Tbjz1/ITcqPY5IbmiCTyZHJ5Bg6VkOuZ0jKuW/R5qnJirhCVHgYvXv3Ri6XM2jQICZOnEhsbCx5eXn8/PPPOtGINWvW5MiRI4wePVpKbnn+vh49esT+/fvL/BwFQRAE4WVERkZiampKXl4ebdq0ISgoqMh2BWNyJ3hXpUsdJ96rXqFMMbkvE+G74NB1tp+7/xfeYT6ZTMaff/75l88jlA8x4v2aBAYGMnDgQJ3qXQBjxoxh7NixLFmypNAxT2OBhg4dyowZM/Dx8aFr164lXmfcuHFotVratGlDbGwsRuaWaNyaQFXPQm3VibEkHgtAk/kEuZEppvV8MHLNzzm17T6TxGPreHJuD/pm1gyavlwqTbt8+XKmTp1Kw4YNSUtLw8PDg6NHj+qc28PDgwMHDtC+fXv09fUL3VeFChXo1avXSxUZEARBEISC3Nzc2LBhA61bt5a2bdmyhQ0bNkhpHBUrVpSmMB47duyF57Q2NWR4i+KnVRbnZSN8M3M1LDh0g9rOKlH74l9ExAn+xySkZdNsyQ+FqlSWhaGenLOTW4lMbkEQBOGNVJqOd1nk5eVJRWTKqmA0YVmVFE1Y+nPIuH37thRuILxeYqrJf4yNqSEtq9pShsJZOmSy/LlsotMtCIIg/JNdv34dLy8vVCoVNWvW1Cli5+/vz8iRI/Hx8cHExIQff/wRLy8vNmzYILXZsmULzZs3l17LZDI+//xzKlWqhI2NDR9//DEPUzI5desROYmxxAVNIXJlT6JW9+VRcOFvtQG06hwSQpYTtaoPkSt7Ebt5Asd/vcXjtGxiY2Pp1KkTVlZWVKlShfXr10vH5eXlsXDhQipXroyZmRn169fXKf3+VFhYGC4uLoSGhgKwadMmatSogaWlJW3bttUpwCOTyQgICOB///sfKpWK0aNHI8Zq/zox1eQ/aLRXFU7fTshPOCmjkvJJBUEQBOGfIDc3l44dOzJo0CCOHTtGWFgYH3zwARcvXqRatWpAfh2NQ4cOceDAAXJyckp13u+++46LFy+SlpZG69ateYAlGNUl+aftKN3rYtd3IeSpyX5wu8jj034/iSYrHafRm5Ep9Ml5eA+5viF7L0UTNGMgtWrVIjY2lhs3buDt7U3lypVp1aoVn332GTt37uTQoUNUrVqVK1euYGxsrHPuI0eOMHToUL799lsaNWokVbAMCQnhf//7H4sXL6ZPnz6cPXtWOubAgQNcuHCBlJQU6tevT8eOHWnXrt1LPnUBxIj3P97LZIG+6nxSQRAEQXjdOnfujEqlkv6MGjVK2nfu3DnS0tKYMmUKBgYGtGrVig4dOrBz506pTcE6GgVjeksyefJkrKysqFixIuPHj+fU4WCy1RpkcgXqJw/JS01EpmeAkUvNIo+XyRVoslJRJz1AJldgaF+FXIURF36/zZkzZ1iyZAlGRkbUqVOHIUOGSGEMGzZsYP78+VSrVg2ZTIaHhwfW1tbSeffs2cPw4cM5fPgwjRo1AvLraUydOpUaNWqgp6fHtGnTCA8P1xn1njJlCiqViooVK/Luu+8SHh5e+h+AUCQx4v0P9VezQF9FPqkgCIIgvCmCg4OLnOMN+XUxXFxcdGpJuLq6EhMTI70uWEejtAoe4+rqSmriI1SA5buDSD69jbitE5EbmWLesDOmHm0KHW9SqxXq1AQS9i9Fk52OSU0vVC38iI9/iJWVFWZmZjrnv3jxIgBRUVEl1tNYtWoVfn5+1KpVS9oWERHBuHHj+Oijj6RtWq2WmJgYqUaIqKdR/kTH+x+ovLJAyzOfVBAEQRD+KRwdHYmKikKj0Uid78jISKpWrSq1eb4uhomJCRkZGdLruLi4QueNioqiZs2a0vnMrGwBUJhaYv3+WACyoq4Sv2sGhhVroW/pqHO8TKGHqnlfVM37ok6O5+Ge2ehZOWPX/n0SExNJTU2VOt+RkZE4OTkB+R3+O3fu6HSsC9qzZw+DBw/G2dmZcePGScdMnz6dfv36lfKpCeXhb51qMmLECObNm0doaKj0H+Y/zfvvv09gYGCR++7fv49MJtMpe17eSpsFGrG4AzmJsS/MAi2PfNKiFMxHfZ2CgoJo06YNeXl5mJqaEhkZ+VrvRxAEQXj9GjdujLGxMUuXLiU3N5fQ0FBCQkLo3bt3scfUqVOHffv2kZGRwZ9//snGjRsLtVm2bBlJSUlERUWxevVqWrT7AEM9Oek3wlCnJAAgNzLN79TLCnfBsiKukPPwPlpNHjJDY5ArMFDIafj2/2jatClTp04lKyuLK1eusHHjRnx9fQEYMmQIn376Kbdv30ar1XLlyhUeP34sndfR0ZGTJ0+yevVq1q1bB+T3yRYtWsTVq1cBePLkCXv27Hn5hyqUSrmOeIeFhfHJJ59w9epVFAoFNWrUYNWqVTRs2BDIn0/01NMfdFGuXbuGn58fd+7cAaB+/fp8/vnnvPXWWwD8+OOPzJ07l0uXLmFpaVmo0uGnn35KcHAw169fZ8aMGcyePbtU9z9ixAgyMjIKFbC5fPkyjRo14sGDBxw+fLhU53oVXmUWqLWpIaZR51g/fDiQv0I6OzubjwoszijLV0wF81Ffp379+kmf5t+E+xEEQRBePwMDA0JCQhg1ahSLFi3CycmJrVu3SvUpijJhwgQuXLiAnZ0dtWvXpl+/fpw4cUKnzQcffED9+vV58uQJ/v7+fPLpBFosP0XOg1sknfgaTXYGChMVlq2Hoa+yL3SNvPQkHh/9krzUBGT6SkxqvINZ7ffoXs+Z9jt3MmLECBwdHbG0tGTOnDnSVJqJEyeSnZ1NmzZtSEhIoHr16nz33Xc6565YfyH3SAAAIABJREFUsSInT57Ey8sLfX19hgwZQlpaGr179yYiIgILCwu8vb3p0aNHOTxhoTjlluOdkpJCxYoVWbduHT179iQnJ4fTp09jb29P7dq1y3Su5ORkkpOTcXV1RaPR8OWXX7JhwwauXLkCwC+//MLNmzfJzMxk4cKFhTregYGBVKhQgYCAAOrWrVvqjvfPP/+Mt7c38fHxmJiYSNsnTZrEvXv3+Pbbb0s8/v79+7i7u5Obm4ueXvnP4ilLFmjE4g44Dv9a+hqrrFmgoaGh+Pr6Eh0dXeb7VKvVr+T9C4IgCMKbqri87Ned4y28WcptqsmtW7cA6NOnDwqFAqVSSZs2baROt0ajYf78+bi6ulKhQgX8/Px48uRJkedSqVS4ubkhk8nQarUoFAqdcqeNGjWif//+VKpUqcjjBwwYwPvvv6+zCKE0mjRpgpOTk04HOy8vjx07duDn5wegk+OZl5fHpEmTsLGxoVKlShw8eLDE81+6dIm6detiZmZGjx496NWrFzNmzAAgKSmJDh06YGtri6WlJR06dNDp9DZ7pwXffrWcB1snEbmiOw/3zCEvM4VH3y8j8rMePNgyAXVyfJHXzfjzAjEbx7J+cAucnJ1L/UGkIDc3N51P9rNnz5a+4no6xWbjxo1UrFiRVq1aFZp24+XlxaeffkqzZs0wMzOTPpU/tXXrVlxdXbG2tmbevHk619NoNCxevJjKlStjbW1Nz549SUxMBPKn/nzxxRc69+rh4cG+ffsAGDlyJM7Ozpibm9OgQQNOnz4ttcvMzGTAgAFYWlpSo0YNli5dirOzs7Q/NjaWbt26YWtri7u7O59//rnO++/Zsyd+fn6YmZlRs2ZNaZGLIAiCIDw12qsKRnovV3xHRPj++5Rbx7tq1aooFAoGDBjA4cOHSUpK0tm/ZcsWtmzZwo8//sjdu3dJS0tjzJgxJZ5TpVJhZGTEhx9+yLRp08rrVkvk5+enM9XkxIkT5Obm4uPjU6jt+vXrOXDgAL/99hsXL15k7969xZ43JyeHLl264O/vT2JiIn369NH5Gkij0TBw4EAiIiKIjIxEqVTqPJ9HqdmkXvsJ6w4f4Tw6EHVyHHFbJ2Fa2xuX8bvQt3Ym+czOoi6NXN8Qmw4TqfLxHgbN+4p169YRHBz8Mo+nRKdOneL69euFysU/tWPHDjZv3szDhw/Jyclh+fLlQP7UolGjRhEUFMSDBw948uSJzsryNWvWEBwczKlTp4iNjcXS0pLRo0cD+R/0CsY/Xbt2jYiICNq3bw/kf5j6/fffSUxMpHfv3vTo0YOsrCwA5syZw/3797l79y7Hjx9n+/bt0nk0Gg0dO3bEw8ODmJgYTp48yapVq3Te2/fff0/v3r1JTk6mU6dOL/zvWRAEQfjvedkIX21uNl3cNCLY4F+m3Dre5ubmhIWFIZPJGDp0KLa2tnTq1In4+PxR2KCgICZOnEilSpUwNTVl0aJF7Nq1q8SFiMnJyTx58oQvvviCunXrltetlqh///6cOnVKGm3eunUrffv2RV9fv1Dbb775hvHjx+Pi4oKVlRVTp04t9rznzp1DrVYzduxY9PX16dq1q5SlCWBtbU23bt0wNjbGzMyM6dOnc+rUKWl/Rk4eJm+3Rt/SAbmRCUaV6qNn6YDSrQ4yuQLj6s3Jib9T5LWNXGtjUMGN7DxIM3aiT58+OucuL7Nnz8bExASlUlnk/oEDB1K1alWUSiU9e/aU8kD37t1Lx44dad68OQYGBsydO1dnNXlAQAALFizA2dkZQ0NDZs+ezd69e1Gr1XTp0kUndzQoKIiuXbtiaJhfWdPPzw9LS0v09PSYNGkS2dnZ3Lx5E8j/+U2bNg1LS0ucnZ0ZO3asdM0LFy7w6NEjZs6ciYGBAZUqVWLo0KHs2rVLatO8eXN8fHxQKBT079+fy5cvl+8DFQRBEP4xtFptsWXZfT3dmO5TA6W+4oWVo2UyUOorGFRXxYYp/joVNYV/vnKdiFujRg22bNkCwI0bN/D19WX8+PHs3LmT2NhYKRcS8vMn1Wo18fHxUhxOUUxMTBgxYgS2trZcv36dChUqlOctF1KxYkVatGjB9u3bGTNmDMHBwfz0009Ftn2aA/pUwfdXVFsnJyedDmXBYzMyMpgwYQJHjhyRvi1ITU0lLy8PhUJBnkaL3OTZp16ZviEKY93X2pysIq+dHXuTpNAt5D6K4EvykGvUr2TxxIsyT4vLA33+ORobG+sE/0dERNClSxedvFWFQiH9t9O+fXt27drF5MmT2blzp04Z3eXLl7Nx40ZiY2ORyWSkpKRIU1yev27Bv0dERBAbG4tK9ewZ5+Xl8c477xT7frKyssT8dkEQBKFILxPh61P1IB06dCArK4uePXvqnC8hLZu9v0ZzIy6FlCw15kZ6VLc3p0d9Z6xNDf/eNyeU2ivrIVSvXh1/f3+++uorID/KpmA1pMjISPT09LCzs3vhuTQaDRkZGcTExLzyjjfkzxFfsmQJDg4OuLu7U79+/SLbOTg4EBUVJb0uKarOwcGBmJgYtFqt1PkuGHi/YsUKbt68yfnz57G3tyc8PJy6devydO2rQv6Cj8glSPh+GWb1OmDWcw5dG7ij/XmLzvzq0ihNfunzmael5eDgII1CQ/7c64IxSC4uLmzatIlmzZoVeXyfPn2YM2cOLVq0ICsri3fffReA06dPs3TpUk6ePEnNmjWRy+VYWlpKz9TBwYHo6GgpLafgz9LFxQV3d3du3y66rK8gCIIglNXTCN/HadnsvRTNjQeppGTlYm6kT3UHM7rX0+00N2zYkGPHjtGuXTuysrLw8/P7ywX0hNer3Kaa3LhxgxUrVkhTNKKioti5cyeenp5Afudo5cqV3Lt3j7S0NKZNm0avXr2KHB08fvw4v/32G3l5eaSkpDBx4kRpARzkd8SzsrLIzc1Fq9WSlZVFTk6OdHxubi5ZWVloNBrUajVZWVlSnvTTRX/PJ6EU1K1bNyIjI5k1axYDBgwotl3Pnj35/PPPiY6OJikpicWLFxfbtkmTJigUCr744gvUajX79+/nl19+kfanpqaiVCpRqVQkJiYyZ84cneONDRTov2TnW5OTiVxphtLICMPku+zYsaPM56hTpw67du0iNzf3hfPZy6p79+6EhIRw9uxZcnJymD17NgXDdkaMGMH06dOlD26PHj1i//790n4fHx8iIiKYOXMmvXr1kkbGU1NT0dPTw9bWFrVazdy5c0lJSZGO69mzJ4sWLSIpKYmYmBidRZqNGjXCzMyMJUuWkJmZSV5eHn/88QcXLlwot/ctCIIg/DdZmxoyvEVlVvaqw8YBDVnZqw7DW1QucqTaw8ODH374gWnTpjF82XZ6rz/H8evxZKs1Op1uyB9Bz1ZrOHYtnt7rzxVbw0N4fcqt421mZsb58+dp3LgxJiYmeHp6UqtWLVasWAHAoEGD6N+/Py1atMDd3R0jIyPWrFlT5LmSk5Pp06cPFhYWVK5cmTt37nDkyBGMjIwA+Omnn1Aqlfj4+EgLEdu0eVZ6dejQoSiVSnbu3MmCBQtQKpVs27YNyP9A4Orq+sLpLd26dSM6OrrEik5Dhw6lbdu2eHh4UK9ePbp27VpsWwMDA/bt28fGjRtRqVRs376dDh06SHORx48fT2ZmJjY2Nnh6etKuXTud423NXv5rI6s2I0k+vZ1bS7tx6bsNhb6uKo158+Zx584dLC0tmTVrFn379n3p+3lezZo1WbNmDb1798bBwQFTU1MqVKggPZtx48bRqVMn2rRpg5mZGZ6enpw/f1463tDQkK5du3LixAmd+2rbti3t2rWjatWquLq6YmRkpDOdZObMmTg7O+Pu7k7r1q3p3r27dE2FQsGBAwcIDw/H3d0dGxsbhgwZUmwSjyAIgiC8KjVq1OCjdd9x9KHxCwvoAWi1vLCA3uv2Xy1wV2453v8U8+fPx9bWluH/XyjmdWrcuDEjRoxg4MCBpWr/X8kCTUtLQ6VScfv2bdzd3f+2665bt45du3a9koWngiAIwl/n5uZGfHw8enp6KBQK3nrrLfz8/Bg2bJj0bae/vz87duzAwMAAAwMD6tevz5o1a4otjjN79mzmzJnD7t27pYEptVqNvr4+9+7dw83NDYCzZ88yY8YMLly4gFwup0WLFixZskSarhgaGkqrVq0wNjZGJpPh6OjIlClTpN/xDx8+ZNy4cZw6dYr09HRq1arFZ599RuPGjaV72bFjB1OnTiUhIQFvb282bdqElZUVl6OS6fH5caL3f0bW/d+QK82xbDkAk5pe+feblkjikS/IifuTvLREnEZsRE+VP5VXqa9g9zBPnXSUxMRERo4cyYkTJ5DJZLRt25Z169Zhbm4O5E8dffo+jIyM8Pb2Zt26dTrrnopTXE0Tf39/nJ2dmT9//gvP8W/2t5aMfxPMmDHjtXW6T506RVxcHGq1msDAQK5cuVJoZLsk/+Ys0JCQEDIyMkhPT2fSpEm8/fbb0j92r8qDBw84c+YMGo2GmzdvsmLFCrp06fJKrykIgiD8NSEhIaSmphIREcGUKVNYsmQJgwcP1mnzySefkJaWRkxMDE5OToX2P8/KyopZs2ZJ01Kf9/PPP9OmTRs++OADYmNjuXfvHh4eHjRr1oy7d+9K7RwdHUlLSyMlJYWVK1cydOhQaQ1TWloaDRs25NdffyUxMZEBAwbQvn17KWjg6tWrDB8+nG3bthEfH4+xsTGjRo0C4MvQP4k9+AUyhT7OH27HpuMkHh9bS86j/CmYMpkMZaX62HYpnK6Wpc5jbeifOttmzJhBUlIS9+7d486dO8THxxeq8XH58mXS0tK4e/cuSUlJL1UDpDyUlH73T/Sf63i/Tjdv3sTDwwOVSsWKFSvYu3cvDg4OpT7ew0VFFzct2tzsMl1XqS9nuk/1NzoLdP/+/Tg6OuLo6Mjt27fZtWvXSy/WLK2cnByGDx+OmZkZrVq14oMPPpD+kRMEQRDebBYWFnTq1Indu3cTGBjIH3/8UajN8/G1xWnXrh0GBgY69RwK+uSTT/Dz82PcuHGYmZlhZWXF/Pnz8fT0LLJDKpPJ8PHxwcrKSqq6XalSJSZOnIiDgwMKhYJhw4aRk5MjdcyDgoLo2LEjLVq0wNTUlHnz5rFv3z7uP0jgxz+iSL95FlULX+QGSoxcamJcpTHpV38EQGFiiVm99hg4VC10L1otfLvpS9q0e1aP5N69e3Tu3Blzc3MsLCzo0qULV69eLfK9m5ub06lTJ65du1biMyyr77//npo1a6JSqfDy8uL69evSPjc3N5YsWULt2rUxMTFBrVYjk8l0iin6+/tLRQhDQ0NxdnZm4cKF2NjY4ObmRlBQULneb3kRHe+/0bBhw4iPjyctLY0rV65IRV5K6/Tp06yf7MfAOhZlygKd7lMDX0+3l7/xv8GGDRuk3PaTJ09SrVq1V35NV1dX/vjjD9LT04mJiWHFihUYGBi88usKgiAI5adRo0Y4OzvrVCZ+Kj09nZ07dxabr/2UTCZj3rx5zJkzh9zcXJ19GRkZnD17tsgY3p49e3L8+PFC2zUaDd9//z0JCQnFXjs8PJycnBxp/9WrV/Hw8JD2V65cGQMDA74KOUNOYgwyuQJ9q2fr0/QruJP7KKLQeYti3awn3aY9W1c3evRoDhw4QFJSEklJSXz77be8//77RR6blJREcHCwFJZRHm7dukWfPn1YtWoVjx49wsfHh44dO+oEZezcuZODBw+SnJxcqpjeuLg4EhISiImJITAwkGHDhukkpr0pRMf7NUtIyybg1B3G7/6NQYEXGL/7NwJO3eFxmu6o9i+//EK3bt3YuXMns33fY/cwT9q+ZYehnhwjPd0fo5GeHEM9OW3fsmP3MM83vtMtCIIgCH+Fo6MjiYmJ0uvly5ejUqkwMzMjLCxMClgoSadOnbC1tWXDhg062xMTE9FoNEV+Q+3g4KATz/u0/oNSqaRLly589tlnRRYATElJoX///syaNQsLCwsgfyrK078/ZWFhwe3oh2RnpiMz1C1OJzc0RpOT+cL3BflpJzcepEqv69WrR05ODtbW1lhbW6NQKAp941uvXj1UKhU2NjZERkaWeZqujY0NKpVK+lMwUW337t20b98eb29v9PX1mTRpEpmZmZw9e1ZqM3bsWFxcXIotyleUefPmYWhoSMuWLWnfvj3ffPNNme757yAqfbwmZcnhlCVF0rFjRzZt2kTr1q2BsmeBCoIgCMK/VUxMDFZWVtLrSZMmMX/+fCIjI2nXrh03b96kdu3aLzzP/PnzGThwIP3795e2WVpaIpfLefDgQaEFmg8ePMDGxkZ67ejoSHR0NNnZ2UyZMoUffviB8ePH6xyTmZlJx44d8fT01Kl4bWpqqhN5C/kd9ByFIXJ9Jdps3U62NjsDuUHpO6UpWc9G8nv27Ent2rXZv38/Wq2WSZMm4evrq9NRvXTpElWqVCE3N5e1a9fyzjvvcO3aNSlh7kUSEhIKLa586vmiinK5HBcXF2JiYqRtLyrK9zxLS0tMTEyk166ursTGxpbpHH8H0fF+Dbafu8+CQzfIUhcdCfS0ktWxa/GE3nhIetg21qxZQ4cOHQq1fZoFKgiCIAj/RRcuXCAmJobmzZsX2lexYkVWr17NgAED6NChwwtHT729valSpQpr166VtpmYmNCkSRP27NkjFWh76ptvvuG9994rdB5DQ0OWLFlCtWrVCA4OpnPnzgBkZ2fTuXNnnJ2dpQKDT9WsWZPLly9Lr+/evUt2djbOrpUIT4lHq8kjNzFGmm6S8/Ae+rbFV8x+nrmRvvT38PBwvvzyS6mjOmLEiCKfH4C+vj5Dhgxh/Pjx/PHHHzRo8NfT0RwdHfn999+l11qtlqioKJ2o5+fXeRkbGxcq5Ofs7Cy9TkpKIj09XXpPkZGR1KpV6y/fa3kTU01ewogRI5g3bx6hoaHUrFmzxLZubm6cOHFCep3f6b5e6hzO7Dwtyqb9yKnYSNr+/vvvExgYSGBgYKE5WQWvt3DhQoYMGVLGdycIgiAIb76UlBQOHDhA79698fX15e233y6ynbe3N46Ojnz99delOu+CBQtYunSpzrbFixcTGBjI559/TmpqKklJScyYMYOff/6ZWbNmFXkeAwMDPvroI+bOnQvkF/fr3r07SqWSwMBAKf7wqX79+hESEsLp06dJT09n5syZdO3aldruDiiNjTGu1oTk00FocrLIir5Gxp/nMan57IOAVp2DVp0/qq3Ny0WrfjZfOu3MDg4ufjZVpGHDhmzYsIHMzEwyMzP5+uuvi/1GIC8vj82bN6NUKqlUqRKQH8Ho5eVVqudZlJ49e3Lw4EFOnjxJbm4uK1aswNDQkKZNmxZ7TJ06ddixYwd5eXkcOXKkyOjfWbNmkZOTw+nTpzlw4ECR8/JfN9HxLkZYWBhNmzbFwsICKysrmjVrJlUtDAgI4NNPP8XLy6vYVcBFuRyVzIJDN8jM1by4MaBOjidicQdy8jQsOHSDK9HJABw+fJgBAwYwYMAADh8+XOzx06ZNKzRXTRAEQRD+yTp27IiZmRkuLi4sWLCAiRMnsnnz5hKP+fjjj1m6dCnZ2S9OBWvWrBmNGjXS2da8eXOOHj3Kvn37cHBwwNXVld9++42wsDD+97//FXuuQYMGERkZKVVnPnDgAMeOHUOlUmFqaoqpqam0KLRmzZoEBATQr18/KlSoQGpqKmvXrqV7/fxRXas2o9Cqc4he04+E75dh3WYUBgVGvCOXdyXqs+4AxK4fQeTyZ0X9clMS6NDaS3q9adMm7t+/j7OzM05OTty9e5fAwECde/fw8MDU1BRLS0sCAwP57rvvpOk8UVFRNGvW7IXPsjjVqlVj+/btfPjhh9jY2BASEkJISEiJAQerV68mJCQElUpFUFCQ9C3CU/b29lhaWuLo6Ei/fv0ICAgoNrv9dfrPFdApjZSUFCpWrMi6devo2bOn9OnJ3t6+VHPECnJzc2PDhg20bt26TAVwtJo88lISiAkYTMVP9iNXKEpVAKfg9QRBEARB+Of7qwX0UoMmcPPSz1hbW5fL/dSpU4eTJ0+W2/n+qtDQUHx9fYmOjn7dt/JCYsS7CLdu3QKgT58+KBQKqSR97dq10Wg0zJ8/H1dXVypUqICfn59OGfFt27bh6uqKtbU1CxYskLYnpGUTejOe5LN7iAkYQtSqPjwKXkxeZv4q46ej26mXjxG9diDxO6YRt2MKAFErexGxvDuHTv7EuV+v4OXlhZWVFTY2Nvj6+pKcnFzk+5g9eza+vr7S63PnztG0aVNUKhUeHh6EhoaW96MTBEEQBKGc/dUCej+c+aVcO8nh4eFvTKf7n0Z0vItQtWpVFAqFNJUjKSlJ2rdlyxa2bNnCjz/+yN27d0lLS2PMmDEAXLt2jZEjR7Jt2zZiY2N5/Pix9Olr76/RJF/4nozb57DruxjnMVuRG5mSeGydzrWzI3/Hccg6KvSai33fxQC4TNhNxY/2Yuxcg6PX4pg5cyZxcXFcu3aNyMjIUlWTiomJoX379syYMYPExESWL19Ot27dePToUTk9NUEQBEEQXgUPFxXTfaqj1C9bt+2fUEDvv0Z0vItgbm5OWFgYMpmMoUOHYmtrS6dOnYiPjycoKIiJEydSqVIlTE1NWbRoEbt27UKtVrN37146dOhAixYtMDQ0ZN68edLiiRtxKST9eghVi/7omdsg09PHonlfMm6eQat5VqLW4p1+yA2MkOsXjgLMUmtINqhAq1atMDAwoEKFCkycOLHIBQbP2759Oz4+Pvj4+CCXy/H29qZBgwYcOnSo/B6cIAiCIAivhK+nG9N9avzrCuiVBy8vr3/ENBMQcYLFqlGjBlu2bAHgxo0b+Pr6Mn78+ELZk66urqjVauLj44mNjdXJnTQxMZG+iknJUpP35BGP9i0AWYHPOzI5eenPRtT1zJ7lgRYlPj6O3r17c/r0aVJTU9FoNFhaWr7w/URERLBnzx5CQkKkbbm5uYWikQRBEARBeDP5erpR21nF2tA/+fHmI2Q8iyCG/AJ6WuDdaraM8qpS7Eh3Qlo2e3+N5kZcCilZasyN9Khub06P+qIGyKsmOt6lUL16dfz9/fnqq69wdHQkIuJZidbIyEj09PSws7PDwcGB69evS/syMjJ4/PgxAOZGeijMbbD2GYeR81uFrqFOjs//S8GPsUV8pL3yXQBv2yv5/fffsbKyIjg4WJrqUhIXFxf69+/P+vXrS/u2BUEQBEF4w/yVAnplKd7n4SKmp7wKouNdhBs3bnDw4EF69eqFs7MzUVFR7Ny5E09PTxo3bsySJUt4//33sbW1Zdq0afTq1Qs9PT26d+9O48aNCQsLo1GjRsycORONJv8/6ur25ljW9yH51FZsOkxEz6ICeRlPyI6+jnFVzyLvQ25sDjI56uQ49K2c8kvBk4OpqS0WFhbExMSwbNmyUr0nX19fGjZsyNGjR2ndujW5ubmcO3eOKlWq6ATQC4IgCILw5itrAb2yFO/76VYC032q/yemqfzdxBzvIpiZmXH+/HkaN26MiYkJnp6e1KpVixUrVjBo0CD69+9PixYtcHd3x8jIiDVr1gD5GZxffvklffv2xcHBAUtLS6lT272+M6pGH2D8v8bE7/6UyM96ELf1I7If3Cz2PuT6Rlg06Uncto+JXNmLjOgbfL50AZcuXcLCwoL27dvTtWvXYo8vyMXFhf3797Nw4UJsbW1xcXFh2bJl0gcDQRAEQRD+ncpavC8zN48Fh66z/dz9v+X+/ktEjvff6K/mcJYmx7ugmTNnEh0dzaZNm8p+QUEQBEEQXuj5+hm7du1i5MiRBAcH07Jly9d8d/nTS3qvP0dmbt6LGz9Hqa9g9zBPkYpSjsSI99/or+ZwjvKqUur2Wq2Wa9eu4e7u/lLXEwRBEAShbAIDAxk9ejQHDx58IzrdAF+G/kmWuuydboAsdR5rQ/8ssY1arX6pc/9XiY733+jvzOGsV68e0dHRDB06tKy3KQiCIAhCGX311Vd89NFHHD16lKZNmwJw584dWrVqhbW1NTY2NvTr10+n6J1MJuPPP591bP39/ZkxYwaQX43R2dmZhQsXYmNjg5ubG0FBQVLbgwcPUrduXczNzXFxcdGp6XH//n1kMhlffLWBzWN8iFzVlydnd0v7NbnZJBz4jKiVvYhZP4In5/YS/eUAab869TGP9i0kclVfNo7pwKJln0n7Zs+eTffu3fH19cXc3FxKgCvo0KFDvPXWW5iZmeHk5MTy5culfevXr6dKlSpYWVnRqVMnYmNjpX3Hjh2jWrVqWFhYMGrUKFq2bMmGDRuA/DoqzZs3Z9KkSVhaWuLu7s7hw4dL/fN5U4iO99/s78rh/O233zh37hz29vYvf7OCIAiCILzQunXrmDlzJidPnqRBg2dTQrVaLVOnTiU2Npbr168TFRVVqqJ3T8XFxZGQkEBMTAyBgYEMGzaMmzfz14aZmJiwdetWkpOTOXjwIOvWrSM4OFjn+F0hx3Eb+TV2veeTfGYnuQlRADw5sxP1k4c4jtyIXa/5pF8NLXDPGh7tnYt+BXecxwTi4ruQz1au4ujRo1Kb/fv30717d5KTk+nXr1+h+x48eDBfffUVqamp/PHHH7Rq1QqAH374galTp/LNN9/w4MEDXF1d6d27NwAJCQl0796dRYsW8fjxY6pVq8bZs2d1znv+/HmqVatGQkICn3zyCYMHD+afNmNadLxfA19PN3YP86TtW3YY6skx0tP9MRjpyTHUk9P2LTt2D/MUq4oFQRAE4Q12/PhxPD09efvtt3W2V6lSBW9vbwwNDbG1tS110buC5s2bh6GhIS1btqR9+/Z88803QH7RmLfffhu5XE7t2rXp06dPoXNX8xlIrkwfA7tKGFRwJ+fhXQAyrp/GokkPFEam6JnbYNago3RMzoPb5GWmoGreB5lCH42ZHVVbfsDpZUKiAAAgAElEQVSuXbukNk2aNKFz587I5XKUSmWhe9bX1+fatWukpKRgaWlJvXr1AAgKCmLQoEHUq1cPQ0NDFi1axM8//8z9+/c5dOgQNWvWpGvXrujp6TF27NhCg4eurq4MHTpUqi7+4MED4uPjy/Q8XzcRJ1hOyhpG/1dyOAVBEARBeHOsW7eO+fPnM2TIEDZu3Ijs/7/Sjo+PZ9y4cWUuevd/7N15WFRlG8fx7yzINsCwb6KopCIlZq65oWmoqeUSIOKSppZoZVquKWra4r6klpobuGsqJmRouGRuKZoimCaCgggoy4DAzDDvH7yOTiyCu/Z8rovrgnPOc85zxne5OTzn/t1hbW2Nubm5/ufq1avrl2YcPXqUsWPHcvbsWQoLCykoKODdd981GK81sQJuAiCRG1OkzgdAo7qJzNJef9y94X2arBtoczJInOuv33ZNosOq7d016/eGBZZm69atfPnll4wdO5b69evz9ddf07x5c5KTk/VFOIBCocDW1pZr166VCCGUSCQl2h3fW4ibmZkBoFKpyp3Ls0YU3g/pYZvRV7YPpyAIgiAIzxZHR0f27t1LmzZtGDZsGEuWLAFg/PjxSCSSMkPvzMzMyMvL0/98/fp1g2Lz1q1b5Obm6ovvxMREXn75ZQACAwMZPnw4ERERmJiY8Mknn5Cenm4wL0uT0ss8mcIGbU462FUDQJNzd5zc0g650hHXoXcD97o3cGWufwP9z5L7rJVt3LgxO3bsQK1Ws2jRIvz8/EhKSioRQpibm0tGRgaurq44OzsbxL7rdLrnJga+MsRSk4cQeiSBgGVH+PV8KgWaIoOiG4qb0RdoitgTm0rAsiOiH6YgCIIgvKBcXFzYu3cvkZGRjBw5EoCcnBwUCkWZoXcNGjRg3bp1aLVaIiMjS12GMnnyZAoLCzl48CC7du3SP9XOycnBxsYGExMTjh07xrp160qMreNoibG8ZKlnXrclWX9sRpuvQpOTTs6fu/T7qjjXRlrFjKwjWyhSF2As1WFxO4Xjx49X6HMoLCwkLCyMrKwsjIyMsLS0RCotnkPv3r1ZuXIlMTExFBQUMH78eJo2bYq7uztvvfUWf/31F9u3b0ej0fDdd99x/fr1Cl3zefJYCm+tVotSqSQxMZEuXbqwdu3ax3GZp0o0oxcEQRAE4V7VqlVj3759bNmyhXHjxjF58uRyQ+/mz59PeHg4SqWSsLAw3nnnHYP9Tk5OWFtb4+LiQp8+fVi6dCl169YFYPHixUyaNAkLCwumTp2Kn59fifn0fK30ZGqrFr2RW9hxbckgUjdMxKxOCyQyIwAkUhn2vSZRmPoP15YO4uKc3uz+LoSsrKwKfw5r167F3d0dS0tLli5dqu/G0r59e6ZNm0bPnj1xdnbm0qVL+rXjdnZ2bN68mc8//xxbW1tiY2Np1KgRxsYv1rLbpxKgExISwsWLFwkNDX3Sl34knodm9AkJCdSoUQO1Wo1c/nArilatWsXy5cs5dOjQI5qdIAiCIAjliY6OJigo6KGXW1QkvC/n5G5yzx/Aqc/XBtsfJLzvUSkqKqJq1aqEhYXRtm3bJ379x+WxPPFetWoVr7zyCmZmZjg5OfHhhx8a9K0sz53fcKytrbG2tqZ9+/bExsaWOK6wsBBPT88SC+/LExISgpGREQqFAqVSyeuvv84ff/xR4fF3VKYZvSYzlStfd0FXVHx8RZrRC4IgCIIgPAqlhfdpVDfJvxqLTleEOuMq2cd+wqx28xJjKxve97B++eUXMjMzKSgoYMaMGeh0Opo1a/bErv8kPPLCe/bs2YwZM4aZM2eSlZXFkSNHuHLlCh06dKCwsPC+411cXNiyZQs3b94kPT2dbt266Xs83mvmzJnY29uXcoby+fv7o1KpSE9Pp23btiXeAL6fdFUB+y+kPVDsOxQvO/ktPo0MVcGDneAJE4lUgiAIgvD8KjW8T6vhZuQikua8S+r68Zi+1BSLhp0Nxj1IeN/D+uOPP6hVqxZ2dnaEh4ezffv2UtsVPs8eaeGdnZ3N5MmTWbhwIR07dsTIyAh3d3c2bdpEQkJChZaWKJVK3N3dkUgk6HQ6ZDKZQaoTwOXLlwkNDWXcuHEPPFe5XE6fPn24du0aaWnFHUnc3d2JiorSHxMSEkJQUBBwNwVq1PQF/LOgP0nzDVOgCpLjSVn1CYlz3iVpQRA39xa/DXx93VgAkub6kzi7FwXXziMBRk6bi6enJ9bW1vj6+hq85SuRSFi6dCkvvfQSSqWS4OBgfYP4ixcv0qZNG6ysrLCzs8Pf/267n/Js3boVd3d3Dh06hJmZGRkZGfp9J0+exN7eHrVazapVq2jRogUjR47E1ta21Eb/n332GS1btiQrK6vc5CxBEARBEB6Mj4/PI+vq8e/wPrmVAy7vL6baqK1UHb4Gmzfev7vGWwJoC2lidPWJ54iEhISQkZFBTk4OR48epWnTpk/0+k/CIy28Dx8+TH5+fomXBxQKBZ07d+bXX3+t8LmUSiUmJiaMGDGC8ePHG+wbMWIEM2bMeKjfggoLC1mzZg22traV6qn557E/cB68tEQK1M2oH7Bo1I1qn27G9YNlmNdtBYBTYPF6KbeRG6k2agvGrp7cjD3MztWL2bZtG2lpabRq1YrevXsbXGfXrl0cP36cM2fOsGnTJn1i1BdffMGbb77JrVu3uHr1KiNGjLjvnFeuXMmYMWOIioqiZcuW+Pj46BvwQ/FLEAEBARgZFf+X7ujRo9SsWZPU1FQmTJigP66oqIjBgwdz5swZ9uzZg5WVVYWSswRBEARBeLoqE9639N26RCycwLFjx57SbF9cj7TwTk9Px87OrtSX+ZydnUv0lyxPZmYmWVlZLFq0iFdffVW//aeffkKr1dK9e/cHmuOmTZtQKpWYmpqybNkytmzZUqmXD726DERqZFwiBUoilaO5lYI2LwtpFVOMXeuWeY6cmAhe6dwPT09P5HI548ePJyYmxuCp99ixY1EqlVSrVo22bdsSExMDFKdBXblyheTkZExMTGjZsmW58503bx4zZ84kOjoaD4/idVr9+/fX//VBq9Wyfv16+vbtqx/j4uLCiBEjkMvl+l9u1Go1vXv35ubNm4SHh+sb11ckOUsQBEEQhKfvTnjf4THtGNmhNt0buPJGXQe6N3BlZIfaHB7TjqVBjejY2JMlS5YQEBBQqW4mwv090gAdOzs70tPT0Wg0JYrZlJQU7OzsyhhZOnNzcz744APs7e05f/485ubmfP755+zevfuB5+jn50doaCjp6en07NmTP//8Ex8fnwqPd3R0hBs3AMMUKNvOH5F5MIzkZR8it3LEqmVvzDyalHoObdYNjq6bg3LbIv02nU7HtWvXqF69OlAynelOMtO3337LF198QZMmTbC2tmbUqFEMHDiwzPnOnDmTSZMmGbyE+vbbb/PBBx9w+fJl4uPjsbKyokmTu3MtLZHq4sWLnD59mmPHjlGlShX99ookZwmCIAiC8OyoSHhfz549iYqKYujQoaxfvx6JRFLplG6hpEdaeDdv3hxjY2O2bdtm0E9SpVIRERHBjBkzKn3OoqIi8vLyuHbtGhKJhISEBFq1Kl7GUVhYSFZWFk5OThw5cgR3d/cKn9fOzo4ffviBRo0aERgYiLOzM+bm5iUSpP6tjqMlxufTS4TlGNm4Yv/25+h0ReTFHybtp69w+3j9/xdLGTKyssf/w0/4cdqnFZ7vHU5OTixbVrx+/NChQ7Rv357WrVvrn2b/2549e+jYsSNOTk707NkTABMTE/0vIHFxcQZPu6H0RCpPT0+Cg4Pp1KkT+/bto06dOkDFkrMEQRAEQXj+zJkzhyZNmvDl4jUkWXo9cEq3cNcjXWpiZWXF5MmTGTFiBJGRkajVahISEvDz86Nq1aolCrzS/Prrr5w6dQqtVkt2djaffvop1tbWeHp68vLLL5OUlERMTAwxMTEsX74cR0dHYmJi9E9p3d3dWbVqVYXmW6dOHXx9ffn222+B4gSpDRs2oFarOXHiBFu2bCkxpqxm9Kqzv6HNy0IikSI1URRvlEiQmlmCRIom824Rb9WwM39sXcG5c+cAyMrKYvPmzRWa8+bNm/UvW1hbWyORSPSJUKXx8vIiMjKS4OBgdu7cqd/er18/Vq1axc6dOyv07wLFiVMzZsygffv2XLp0CahYcpYgCIIgCM8fU1NT+k1dxvLLFvwaK1K6H4VH3k7w888/Z8aMGYwePRpLS0uaNm2Km5sbe/furVD6UGZmJr1798bKyopatWpx6dIlIiMjMTExQS6X4+TkpP+ysbFBKpXi5OSETCajsLCQjIyMSvV8/Oyzz/jhhx+4ceMG06ZN49KlS1hbWzN58mQCAwNLHG+nMKZNbfsSD7LzL/9J8vJhJM7uxa2oH7B/+3OkRsZIjUywau7H9bWfkTjXn4LkOLq9/Tbjx40lICAAS0tLXn75ZSIiIio03+PHj9O0aVMUCgXdunVj/vz51KxZs9wx3t7e7Nq1i8GDB+uv06JFC6RSKQ0bNtQvb6mI/v37M2nSJNq1a0dCQkKFkrMEQRAEQXj+hB5J4MdTt5AYGXO/LsrPckq3j48Py5cvL3Vfp06dWL16dZljV61add/36SrjqSRXPi6HDh3iu+++Y/369Y/1Os9DcmVFtGvXjsDAQN5///2nPRVBEARBeCa5u7uTl5fH5cuXMTc3B2D58uWEhoYSHR1d5jiVSoWTkxOtWrUq8XAtISGBYcOG8ccff2BsbEyvXr2YN2+e/v04iUSCmZmZfulnQEBAmYXjv0kkEv7++2/9EtRZs2Yxe/ZsoqKi8PLyqvB9vyi1DhQX3kFBQQ9U7zzq9O7Hklz5tLRs2fKxF91wtxm9sbzkWujyPI1m9GU5fvw4J0+erHAfcEEQBEH4r9JqtcyfP79SY7Zu3YqxsTG//vpriXfGhg0bhoODAykpKcTExLB//34WL15scMzp06dRqVSoVKoKF93/9uWXXzJv3jz2799fqaIbKpfS/W9PM6Vbq32wOZfmcYQIvlCF95MU2KQaigt7kFNU2vuTBiSS4t/+JnT2fOLN6EvTv39/2rdvz7x587CwsHja0xEEQRCEZ9pnn33GrFmzyMzMrPCY1atX88EHH1C/fv0SAYKXL1/Gz88PExMTnJyc6Nixo/69r0dl4sSJLF++nAMHDlC7dm0Ajh07RvPmzVEqlTg7OzN8+HB9qvidoECNRqNP6U4JHUvO6eIcEdWZKK6v/Yybe5aQONePaz98wO2EGP31VGd+5dqyD0ic8y5XFw/ip3Wr9Snd0dHRVK1aldmzZ+Pg4ICzszMrV67Uj83IyKBr165YWlrSuHFjJk6caLC8Iy4ujg4dOmBjY0OdOnUMskgGDBjAhx9+SOfOnTE3N+e3334r93NJSUmhfv36zJw5EzBchlLZEMGsrCwGDRqEs7Mzrq6uTJw48b6Fvyi8H9D333+P0ZUjbP6wRYWa0W8c0uyZKLqh+H8MsrKyGDBgwNOeiiAIgiA88xo1aoSPjw+zZs2q0PFXrlwhOjqaPn360KdPH9asWWOw/5NPPmHDhg36rm0RERF07NjR4JjWrVvj5OREjx49SEhIqNR8x44dy8aNGzlw4IDBe2AymYy5c+eSnp7OH3/8wd69e0s8aQfY8mfpiZkFyfHIlc64fbQOZatA0n6agfZ2DgBSMyUOvSbjNnITtm99Qtqvy5izIVI/9vr162RlZXHt2jVWrFhBcHAwt27dAiA4OBhzc3OuX7/O6tWrDdZc5+bm0qFDBwIDA7lx4wYbNmxg2LBhxMbG6o9Zt24dEyZMICcnp9z12JcvX6ZNmzYMHz6czz77rNRjKhMiOGDAAORyORcvXuTUqVPs2bPnvn+dEIX3A7h8+TJffPEFK1eu5NVqNhVqRv8sLC8RBEEQBOHBTJ06lYULF5KWlnbfY9euXUv9+vWpV68eAQEBnDt3jlOnTun3t27dmnPnzmFpaUnVqlVp1KgR77zzjn7//v37SUhIIC4uDhcXF7p06VKpZQ93WglXq1bNYPtrr71Gs2bNkMvluLu7M3To0FJD7+KuZ5foXgIgM1di0fhtJDI55p6tMbJx5fal4wCYeTTGyNoZiUSCSbVXMKnxKr8f/F0/1sjIiEmTJmFkZETnzp1RKBTEx8ej1WrZunUrU6ZMwczMjHr16tG/f3/9uF27duHu7s57772HXC7n1VdfpWfPngbd4N5++2190wgTE5NSP5PY2Fjatm3LlClTGDJkSJmfXUVDBFNTU9m9ezfz5s3D3NwcBwcHRo4cyYYNG8o8NzziPt4vivIaxFubGTFo0CA+//xzPD099WMq0oxeEARBEITn08svv0yXLl34+uuvDf7/vzRr1qxh8ODBALi6utKmTRtWr17Nq6++SlFRER07dmTIkCEcPnwYlUrFwIEDGTNmjL69cevWrQGoUqUK8+fPx9LSkvPnz/PKK69UaK4bNmxg0KBB2NjYMGXKFP32Cxcu8Omnn3LixAny8vLQaDS89tprJcZn55de5MsUtgZZH3JLB7SqmwDcvnSCzN/Xo7l5DZ1Oh05dQGbdevpjbW1tDcIV74QDpqWlodFoDML77v3+ypUrHD16FKXy7gNMjUZj0Aq5tOC/fwsLC8PDw4NevXqVe1xFQwSvXLmCWq3G2dlZf1xRUdF95yKeeN/jdFImQ9aeoMU3+5gbdYHtMcnsi7vB9phk5kVd4PVv9uH75VayZFaMGjXqaU9XEARBEIQnaMqUKSxbtoxr166Veczhw4f5+++/+eqrr/Ttj48ePcq6devQaDTcvHmTxMREhg8fjrGxMba2trz33nvlpnJLJBIq04Sudu3aREVFsXjxYr7++mv99g8//JC6devy999/k52dzYwZM/TnvdOxJS8vD0uT4gJZm2u4pl2ryjCYhyY7DZnCBp1GTdpPX2HZpDtVR4RSbeRGTGs1wlh+/zLT3t4euVyuzygBSEpK0n/v5uZGmzZtyMzM1H+pVCqWLFli8PncT0hICHZ2dgQGBpa7DrusEMGVK1fSqVMn4uPj9fMyNjYmPT1dP6/s7Oz7rtUXhff/hR5JIGDZEX49X36D+Au5JqiaDmb98aQyziQIgiAIwovIw8MDf39/FixYUOYxq1evpkOHDsTGxuoD/86ePcvt27eJiIjAzs6OGjVqsGTJEjQaDZmZmaxevZr69esDcO7cOWJiYtBqtahUKkaNGoWrq6v+KfuqVasqlNTt5eVFVFQUM2fOZN68eUBx6J2lpSUKhYK4uDiD4tXe3h5XV1dCQ0OpbW9O/tkoNJkpBufU5maSc2InOq2G3LhDqDOSMK3VCJ1WjU6rRmZmBVIZty+dIP/yKWwVVe47T5lMRo8ePQgJCSEvL4+4uDiDNfFdunThwoULrF27FrVajVqt5vjx45w/f/6+576XkZERmzdvJjc3l379+lFUVHIpTXn+HSLo7OzMm2++yahRo8jOzqaoqIhLly6VunTnXqLwprjonr77PLfVWu73C6VEKqVAq3vsDeIfdcN2QRAEQRAe3qRJk8jNzS11X35+Pps2bWLEiBEGgX81atSgb9+++pcGt23bRmRkJPb29nh4eGBkZMTcuXMBSE1Nxd/fH0tLS2rWrElCQgK7du3CyMgIKH4a3KJFiwrN1dvbm19++YUpU6awdOlSZs2axbp167CwsGDw4MElWgovW7aMmTNnMq5HEwrTrmDsarikxtilDppbySQtCCRz/xrsu49DZmqJ1NgMm/ZDSNv+DUnzAsiN3Y+idlM8nSrWOW3RokVkZWXh5ORE37596d27tz500cLCgj179rBhwwZcXFxwcnJizJgxFBQUVOjc96pSpQrbtm0jNTWVgQMHVrr4/neI4Jo1aygsLKRevXpYW1vTq1cvUlJSyj3HYw3QcXd3JzU1FZlMhkKhoGPHjixatAiFQvG4LklISAgXL14s0bqnLM9qg/hH3bBdEARBEITn35tvvsn8+fPvu878YQ1Ze4Jfz6fqH0iqzkShOrMHp6Bv7ztWIgHfeo4sDWr0QNceM2aMvsPJi+axP/EODw9HpVIRExPDqVOn+Oqrrx73JSvleW0QLwiCIAjCf8+ePXsee9ENEOzjgYlc9kBjTeQyhvl4VPj4uLg4zpw5g06n49ixY6xYsYLu3bs/0LWfdU9sqYmTkxO+vr7ExBQ3W7/TTP1e7u7uREVFAcVPrv38/OjXrx8WFhZ4eXlx4sQJ/bHffPMNrq6uWFhYUKdOHfbu3UtkZCQzZsxg48aNKBQKvL29AcpscJ6uKmDn5nWkrP2cW/tWkDTXn6tLBnH70t3rqM5EcW3JoOKG8EsGoTp3tzG7Tge/xaeRoSrg2LFjNGrUCEtLSxwdHfn000/1x+3cuRMvLy+USiU+Pj4G65KSkpLo0aMH9vb22NraMnz48FI/v4o2bL+zRGX06NFYW1tTo0aNElG1giAIgiAI5bmT0m1qVLlS8UFSunNycujRowfm5ub4+/szatQo3n777cpO+bnwxNoJXr16lYiICNq1a1fhMTt37mTbtm2sXLmSiRMnMnz4cI4cOUJ8fDyLFi3i+PHjuLi4kJCQgFarpVatWowfP77EUpMBAwbg4ODAxYsXyc3NpUuXLri5uaGr2x4obghv/nI7qn68DlXML2RELMA1eDU6dQE3o77Huf9cjGyrolHdpOj/jeLvkABbTl5l1ZiP+fjjj+nbty8qlYqzZ88Cxa17evfuzfbt2/Hx8WHu3Ll07dqV2NhYZDIZXbp0oV27dqxduxaZTGbwywUUt6YZOnQoiYmJ7NmzBzMzM7p3717q/QwdOhQobv7ev39/0tPT+eGHHxg0aBDXrl2r0Fu/giAIgiAIgD74b/ruOCTe7VHUb1/msRJJ8ZPuCZ3rVjowsHHjxly8+N9YQfDYn3i/8847WFhY4ObmhoODg0E/yftp2bIlnTt3RiaT0bdvX06fPg0UvwFbUFBAbGwsarUad3d3atUqvYd2eQ3O465no9HqkFs6YNGgIxKpDPNX2qFV3aToTgsdiZTCtCsUqQuQK2yoYl/d4Pz5miLiUnIwMjLi4sWLpKeno1AoaNasGQAbN27krbfeokOHDhgZGTF69Ghu377N4cOHOXbsGMnJycycORNzc3NMTEwMXqh80Ibt1atXZ/DgwchkMvr3709KSgqpqakV/twFQRAEQRCguPjeOKTZc5fS/ax67E+8t2/fTvv27dm/fz+BgYGkp6cbNEEvj5OTk/57MzMz8vPz0Wg0eHh4MG/ePEJCQjh37hy+vr7MmTMHFxeXEucor8H5nQbxMoW1fp/UqDjxqEh9GyOFNfZvf072sZ/IiFiASVVPrNsNwsjWsDl6dr6aFStWMGnSJOrWrUuNGjWYPHkyXbp0ITk5merV7xbrUqkUNzc3rl27hpGREdWrVzdoKH+vB23Y/u/PDUClUpX1MQuCIAiCIJSpflUlS4MakaEqYMvJq8Sl5JCdr8bSxIi6zhb0algVW4Xx057mc+GJLTVp06YNAwYMYPTo0Wzfvh1zc3Py8vL0+7VabYViWO8IDAwkMDCQ7Oxshg4dypgxY1i7dm2J5RT3Njj/d4H7ycZT3I9pzdcwrfkaReoCMg+sJSNiYYk3ei1NjHjppZdYv349RUVFbNu2jV69epGRkYGLiwt//fWX/lidTkdSUhKurq4YGxuTmJiIRqMptfj29PQkODiYTp06sW/fPurUqVPu/QiCIAiCIDwulU3pLi8J/L9aqD/RPt6ffPIJv/76K6dPn6Z27drk5+fz888/o1ar+fLLLyvckzE+Pp59+/ZRUFCAiYkJpqamSKXFt+Lo6EhCQoK+N2N5Dc7rOlkil5W97lmbe4u8C0coKsxHIjdCWsUUJCX/xFLX2YLQ0FDS0tKQSqX6J/pSqRQ/Pz9+/vln9u7di1qtZvbs2RgbG/P666/TpEkTnJ2dGTt2LLm5ueTn5/P7778bnP9RNWwXBEEQBEF4EiqSBD409ASnkzLvf7IXzBMtvO3t7enXrx9Tp07FysqKxYsX8/777+Pq6oq5uXmJLidlKSgoYOzYsdjZ2eHk5MSNGzf0bQrfffddAGxtbWnYsCFAmQ3Oe71W/vV0Oh3Zx7dz9bt+JM3rTX7iX9j4DjM8BujVsCqRkZF4eXmhUCj4+OOP2bBhA6amptSpU4fQ0FBGjBiBnZ0d4eHhhIeHU6VKFWQyGeHh4Vy8eJFq1apRtWpVNm7cWGIej6JhuyAIgiAIQkWkp6fz+uuvU6tWLY4dO1apsRVNAt8Tm0rAsiOPNYzwWfRYA3SeB/9uEF8ZD9sgXhAEQRAE4Vkzb948ZDIZrVu3ZvLkyWzfvr1C4+4mgVc8EbK4/aDnf+alzP98ZPyTbBAvCIIgCILwrKtduzaFhYX6v67fa8CAAUycOLHEmNNJmUzfHVepohvgtrqI6bvjOHP1v7Hs5D9feD/JBvGCIAiCIAjPuk6dOjFz5kyaNGlC3759KzRGJIFXzH++8IbiHpUTOntiaiTjfhkzEgmYGsn+U38WEQRBEAThv+PgwYOkpqZiY2PDli1b7nt8uqqA/RfSHmjZLhgmgb/oROH9f6JBvCAIgiAIAoSFhdGkSRMGDRrEunXr7nv8lj+vAqC+lcz1sLEkzvUjaX4gadu/0R+Tf/U8KatGkjjXj5RVI8m/el6/T515naTVn+HqYEv79u0JDg4mKCgIgISEBCQSCatXr6ZatWrY2dkxffr0R3zHT45oBH0P0SBeEARBEIT/ssLCQjZv3kxISAht2rRh5syZnDx5Ut8prjRx17Mp0BSReSAU0xqv4hg4A7QaClL+BkB7O4e0zSFYdxiKeb025MUdIm1zCC4fLENmakn6zpmYVK1H/69W4le9gM6dO9OtWzeDaxw6dIj4+HguXLhAkyZN6NGjB56eno/1s3gcROFdiso2iBcEQaTnBasAACAASURBVBAEQXgRREREkJ2djb+/P46OjtSrV49169aVW3jfSQKXSGVosm6gzbmJ3NIOEzcvAG5fOo7cxgXFy+0AMK/XhuwTO7n99zFMqtenMOVvHHtPJ1cDLVu2LFF0A0yePBlTU1O8vb3x9vbm9OnTovB+lon0JEEQBEEQhPKFhYXxxhtv4OjoCECfPn1YvHgx3377rT6s8N8sTYrLSeu2A8k8uJbraz5FaqLAsvE7KLzfRKu6idzSwWCM3MoBrSoDreomUlMLpEYmWJoYAcWp40lJSQbHOzk56b83MzNDpVI9snt+kl74wvt0UibfRV9k/4XiOPp7G7mbyK8zN+oCPnXsGdbGA2830aFEEARBEIT/puzsbMLDw5HJZPpCt7CwkFu3brF//37atm1b6ri6TpYYy69ToLDGttNHAOQnnSN1w0SMq72MTGGDJvuGwRhtdhqyGq8hU9hQdDuHKrpC6jpbAJQoul8kL/TLlSI9SRAEQRAEoWK2bduGqakpsbGxxMTEEBMTQ2xsLB07diQsLKzMcXeSwHPjDqHJTgdAaqJAIpGARIpprUaobyaTey4aXZGW3PMHKExPwtSjMXIrB6o4v0T6gTC6vezAH3/8QXh4+BO536fhhS2876Ynae/b3kang9tqLdN3n6908X3nbVuNRvPgk31I5c0hMTERhUKBVlt2b00fHx+WL1/+OKcoCIIgCMIzLiwsjPfee49q1arh5OSk/xoxYgRbt26loKD0dn92CmPa1LanMOUC19d8SuLsXqRtnYZ1+yEYKZ2QmVri0GsS2cd+Iml+b7KPbMWh1yRkZlYA2HcbjXHGJWpXd2HixIn4+/tjbPxiLgMuNzJ++fLlvP/++/qf9+7dS3BwMImJiTRt2pRVq1ZRvXp1AK5du8awYcM4ePAgZmZmTJw4kQ8++KBCkwgJCWH69On6D9nNzY0vv/ySnj17PtBNnU7KJGDZEW6rK9/I3dRIxsYhzSocjJOQkECNGjVQq9XI5RVfuRMSEsLFixcJDQ2t9Bwf1Rzu8PHxISgoyODfWhAEQRAEoaIeZe3l7+9P3bp1mTJlyqOe5lNX7hPviRMn8ueffwKQnp5Ojx49mDZtGjdv3qRRo0b4+/vrjw0KCqJGjRqkpqby888/M378eH777bcKT8Tf3x+VSoVKpWLevHkEBQWRmppa6RvSaDQiPamCdDodRUWVi3YVBEEQBEH4t4dJAu/tXoB5QQZFRUVERkayY8cO3nnnncc006er3E9HIpFw6dIloHjdj5eXF++++y4mJiaEhIRw+vRp4uLiUKlUREdHM2HCBIyMjPD29qZXr178+OOPDzQpX19fLCws9NcGWLZsGR4eHtjY2NCtWzeSk5MN5vndd9/x0ksvUcvDg/0X0sj8YwtXF/bl6qJ+5Jz+hStfd0F9q3jM9bCx5Jz+RT9edSaK66GfA8XLTr7v25hZ8xfx0ksvoVQqCQ4O5s4fBrRaLaNHj8bOzo6aNWvy888/l3sv33zzDa6urlhYWFCnTh327t1LZGQkM2bMYOPGjSgUCry9vQFYuXIlnp6eWFhYULNmTb7//nv9eTw9Pdm1a5f+Z41Gg729PSdPnixxza1bt+Lu7s7Zs2dLLEPx8fFhwoQJtGjRAjMzM/755x+DsSkpKdSvX5+ZM2cCcOTIEV5//XWUSiXe3t5ER0eXe7+CIAiCIPw3PWgS+Kv2Unx8fFAoFHz00UcsWbKEV1999clM+gkrd12Cs7MznTt3BuDcuXP6AhHA3NycWrVqce7cOVxdXQG4d9WKTqfj7NmzlZ6QTqdj9+7dFBYWUq9ePQD27dvHuHHj2LNnD15eXowePZqAgAAOHDigH7d9+3aOHj1K6IkUvl21jezj23EMmI5c6cjNyEWVnseajds4fvw42dnZvPbaa3Tt2pWOHTuybNkydu3axalTpzA3Ny93OUx8fDyLFi3i+PHjuLi4kJCQgFarpVatWowfP77EUhMHBwd27dpFzZo1OXDgAJ06daJx48Y0bNiQ3r17s379erp06QLAL7/8gp2dHQ0bNiQhIUF/jpUrVzJ9+nSioqLw8PAw2HfH2rVriYiIoE6dOgb/ZpcvX8bX15fRo0czZMgQrl27xltvvcXatWvp2LEje/fupWfPnsTFxWFvb1/pz1QQBEEQhBdbUDN36ldVsjj6Ir/FpyGhuJnFHSZyKfkFBXg7GDE14M7yEne6du361Ob8JJX7xLtHjx76ddcqlQorKyuD/VZWVuTk5GBhYUGLFi2YNm0a+fn5nDx5kq1bt5KXl1fhiWzatAmlUolCoaBbt26MHz8epbJ4rU9YWBgDBw6kYcOGGBsb89VXX/HHH38YFJXjxo3DxsaGf24Vknn2AIpX2lPFvjpSIxOsWgZWeB531PXti1KppFq1arRt25aYmBj9PD/55BPc3NywsbFh3LhxZZ5DJpNRUFBAbGwsarUad3d3atUqO5jnrbfeolatWkgkEtq0acObb77JwYMHAQgMDGTnzp36z3TdunX07t3bYPy8efOYOXMm0dHReHh4lHmdAQMG4OXlhVwux8iouGdmbGwsbdu2ZcqUKQwZMgSA0NBQOnfuTOfOnZFKpXTo0IFGjRqxe/fuCnyCgiAIgiD8F91JAj88ph0jO9SmewNX3qjrQPcGrozsUJuJ9QtI+2kGr7ha3f9kL5hyC++rV6+yZMkSABQKBdnZ2Qb7s7OzsbAo7rkYFhbG5cuXcXNz48MPPyQoKIiqVatWeCJ+fn5kZmaSm5vLpUuXWLNmjX6pRXJysv4lzjtzsbW15dq1a/ptbm5uxXPK1/y/UfvdJ7Jyi8o/ndWZ3v0Pw72N2pOTk/XXAgzm9W8eHh7MmzePkJAQHBwcCAgIMFgi828RERE0a9YMGxsblEolu3fvJj09XX8uT09PwsPDycvLY+fOnQQGGv5CMXPmTIKDg+/7ud87/zvCwsJwdXWlV69e+m1Xrlxh8+bNKJVK/dehQ4dISUkp9/yCIAiCIAh3ksDn+jdgRf/GzPVvwNDWtXivdy/S0tLYv3//057iE1du4a3RaPTrrL28vDh9+rR+350C2curOA60evXq7Nq1i7S0NI4ePUp6ejpNmjR5oEm5u7vTqVMnfR9HFxcXrly5YnDtjIwM/RIXKF7nDcXpSTKFDZqc9Lv3kZNmeNNVTNCp77bE0ebeKjEHhXHpq3CcnZ0NGrsnJiaWey+BgYEcOnSIK1euIJFIGDNmjMF87ygoKKBnz56MHj2a1NRUMjMz6dy5s8FSkDvLTXbs2EG9evVKPNXes2cPX375JVu3bi13Tv++NhR3WbGzsyMwMFDfetDNzY2+ffuSmZmp/8rNzWXs2LHlnl8QBEEQBKEsMpmMcePGMX36dNJVBSzdf4lPNp5i4OrjfLLxFEv3XyJDVXrrwudduYX3+vXreeONNwDo3r07Z8+eZevWreTn5zN16lTq169P3bp1ATh//jw5OTkUFhYSGhrKnj17+PTTT/Xncnd3Z9WqVRWa1NWrV4mMjNQX9b1792blypXExMRQUFDA+PHjadq0Ke7u7iXG1nWyROnVitwzUajTkyhS55P1+waDY4wcapIXf5gidT7qW8mozuwpcZ6a9ualzs3Pz48FCxZw9epVbt26xddff13mfcTHx7Nv3z4KCgowMTHB1NRUH7fq6OhIQkKCvqtIYWEhBQUF2NvbI5fLiYiIYM8ew3kFBASwZ88elixZUuJpNxT/chQZGUlwcDA7d+4sc16lMTIyYvPmzeTm5tKvXz+KiooICgoiPDycX375Ba1WS35+PtHR0Vy9erVS5xYEQRAEQbhX/bZdueDoQ/OvopgbdYHtMcnsi7vBTyeuMPr93ji5uNJx1FxOJ2U+7ak+UuUW3vPmzaNbt24A2Nvbs3XrViZMmIC1tTVHjx5lw4a7Be0vv/xCzZo1sba2ZunSpURGRupfwCssLCQjI4NmzZqVea07HT4UCgWNGzemRYsWTJ48GYD27dszbdo0evbsibOzM5cuXTK49r16vVYVc4/GWDTqyvX140j+fgjGLsW/HEhkxeuZLRu/jURmxNWFfcnYNRfzej4lztPRy7nU8w8ePBhfX1+8vb1p2LAhPXr0KPOeCgoKGDt2LHZ2djg5OXHjxg2++uorAN59910AbG1tadiwIRYWFixYsAA/Pz+sra1Zt26d/rO/w9nZmebNm3P48GGDVo738vb2ZteuXQwePJiIiIgy51aaKlWqsG3bNlJTUxk4cCCurq7s2LGDGTNmYG9vj5ubGzNnzhQtCAVBEARBeGChRxII+vEEEjdv1EUYJIvf/ucEUmtXHPvNIXrjshcuWbzcAJ1H5dChQ3z33XesX7/+cV8KgCFrT/Dr+VR9YqU6PYnkFcFU++wnJFJZuWMlEvCt58jSoEZPYKaCIAiCIAj/HXeTxUt/iFd44zKqv6KwfK0bWYc3Ytv5I0yNpEzo7MnFyFVlhg9GR0cTFBRU6l/lDx48yPvvv098fHyZ83J3d2f58uW0b9/+wW+uAp5IZHzLli2fWNENEOzjgfriEXQaNdp8FbeiV2Lq0eS+RTeAiVzGMJ+yO4IIgiAIgiA8L9zd3XFwcCA3N1e/bfny5fj4+JQ5ZsiQIdSpUwepVFpimfDq1at57bXXsLS0pGrVqnz++ef6rJB7/f3335iYmBAUFKTfdjopk+m748osugGqONSg4Op5ri0dhFmd1wG4rS5i+u44UrPzK3jXhlq1alVu0f0kPZHC+0nzdlNik3iAqwv7kLz0fZBIsfEddt9xxb9R1a1wXLwgCIIgCMKzTqvVMn/+/Aof7+3tzeLFi2nYsGGJfXl5ecybN4/09HSOHj3K3r17mTVrVonjgoODady4scG2iiSLa7JuUJjyN1ITC3Ljf9dvz9doOZ5ws8L3UFGl/dLwOL2QhTfAmSP7WR19jtqfbcax5wTkCpsyj703PSmomfuTm6QgCIIgCMJj9tlnnzFr1iwyMyv2omJwcDBvvPEGJiYmJfZ9+OGHtGrViipVquDq6kqfPn34/fffDY7ZsGEDSqVS36ADIF1VwP4LadxvgXNubDQyhTVWrQK5HX8YnUYNFCeLX07PpeA+hfsdCxYsoF69ely9epXo6GiDVsvu7u5888031K9fH3Nz8xLF9/nz56lRo4Z+tcauXbto0KABSqWS119/nTNnzlRoDqV5YQtvKE5P2jikGaYZF5BLdJjIDW/XRC7FWC7Ft54jG4c0E0W3IAiCIAgvnEaNGuHj41Pqk+mHdeDAAX0XOijOeJk0aRJz5swxOG7LnxXriJZ7Lhozz1aYe7amSJ3P7UvH9fskQOLN+4czTp06lVWrVrF///4ys03Wr1/Pzz//TGZmJnL53RbSJ0+exNfXl4ULF9K7d29OnTrFwIED+f7778nIyGDo0KF069aNgoIHa3dYbmT8C+FmIlk/z+bPcxfYceY6cSk5ZOersTQxoq6zBb0aVsVWYfy0ZykIgiAIgvDYTJ06lRYtWvDxxx8/snP++OOPnDhxguXLl+u3ffHFFwwaNKhEwRt3Pduge0lpClP/QZ2eiO1bI5GZWWFa41VyY6P1a701RTqyb5e9NESn0/Hpp59y7NgxfvvttxKJ6/f66KOPSgQKHjx4kBUrVhAaGqpfA//DDz8wdOhQmjZtCkD//v2ZMWMGR44coU2bNuXeT2le+ML7u+++44MPPsBJac7Q1mXHtQuCIAiCILyoXn75Zbp06cLXX3+Np6fnQ59v+/btjBs3jqioKOzs7ACIiYkhKiqKU6dOlTg+O//+a6lzY6OR27hi7PwSAOb1fMiIWEBRQR5SYzMA1Nqyi/fMzEx++OEHNm7cWG7RDaWneC9dupQ2bdoYvHh65coVVq9ezcKFC/XbCgsLy00iL88LU3inqwrY8udV4q5nk52vwdJETnUrIzbvjCD21LGnPT1BEARBEISnasqUKTRs2JBRo0Y91HkiIyMZPHgwP//8M6+88op+e3R0NAkJCVSrVg0AlUqFVqslNjaW1mNWlHtOnU5HbuwBim5nk7Tw/51QiorQaQrJi/8dRf0OABjJyl4lbW1tTWhoKH5+fvz000+0aNGizGNLS/FeunQp33zzDSNHjmTu3LlAcYE+YcIEJkyYUO78K+q5L7xPJ2XyXfRF9l8ojoW/988YMoqw6r+IyVFXGdbGBG830a1EEARBEIT/Jg8PD/z9/VmwYIFBwfxvhYWFFBUVodPpUKvV5OfnU6VKFaRSKfv27aNPnz789NNPNGnSxGDckCFDCAgI0P88a9YsEhISWLJkCVtjs5GqTnN50Xu4frACudLRYGxB4l9oVTdxfm8BMrO7T6szD4aSey4aRf0OyKUSLE3KL119fHwICwujR48ehIeHl5hjeSwsLIiMjOSNN95g7NixfP311wwePJju3bvTvn17mjRpQl5eHtHR0bRu3RoLC4sKn/uO5/rlytAjCQQsO8Kv51Mp0BSVWDukRYpOImNPbOoLl3wkCIIgCIJQWZMmTTLo6V2aN998E1NTUw4fPsyQIUMwNTXlwIEDAEybNo2srCw6d+6sTxzv1KkTAGZmZjg5Oem/FAoFJiYm2Nvb0+u1qqiz05BZOiCzsC1xzdzYaMxeakYVB3dkCmv9l0Xjt8lP/AuN6iY6oJqN2X3vsUOHDvz444907dqVkydPVurzUSqV/Prrr0RERPDFF1/QqFEjli1bxvDhw7G2tsbDw6NEb/PKeCLJlY/D/ZKPSqM6vI46prn8Hrn9Mc5MEARBEARB+LdGvT4kIVeGokGnSo99UZLFK/3E293dHVNTUxQKBdbW1rz11lskJSU9jrmVqSLJR6XRaHWcvZbNmasV62MpCIIgCIIgPBor5n6FfeMuDzT2RUkWf6ClJuHh4ahUKlJSUnB0dGTEiBEPdPEHTQuqSPJRWbQ6HYujLz7QWEEQBEEQBOHBeLspmdC5LqZGlSs/X6Rk8Yda421iYkKvXr2IjY3Vb8vKyqJfv37Y29tTvXp1vvzyS4qKip9Mr1q1ihYtWjBy5EhsbW0JCQkhIyODrl27YmlpSePGjZk4cSItW7YEICEhAYlEYlCgt2jVmp0b16LTgepMFNdDP+fWvhUkzfXn6pJB3L50Qn+sOvM618PGkjjnXVI3TKTodjYAv8WnkaEybHyenp5Oly5dUCqV2NjY0KpVK/28z58/j4+PD0qlEi8vL3bu3KkfV978ofit2aVLl/LSSy+hVCoJDg7mOV3dIwiCIAiC8FCCmrkzobMnpkYySmksYuBFTBZ/qK4meXl5bNy4kWbNmum3jRgxgqysLP755x8yMjJ48803cXZ2ZtCgQQAcPXqUgIAAUlNTUavVvPfee5ibm3P9+nUSEhLw9fWlevXqZV4zLacA7mnNWJAcj/nL7aj68TpUMb+QEbEA1+DVSCQS0nfOxNi1Lo7+0yhIjufGlimYvdQUCbDl5FWDvt6zZ8+matWqpKUVd0c5cuQIEokEtVpN165dGThwIHv27OHQoUO8/fbbnDhxgjp16hAcHHzf+e/atYvjx4+TnZ3Na6+9RteuXenYsePDfPSCIAiCIAjPpaBm7tSvqmRx9EV+i09DAuTf0yDDRC5FB7StY88wH48X4kn3HQ9UeL/zzjvI5XJyc3Oxt7fnl19+AUCr1bJhwwZiYmKwsLDAwsKCUaNGsXbtWn3h7eLiol+aIpFI2Lp1K2fPnsXMzIx69erRv39/oqOjy7x2XqEWdZEOkzs3YOmARYPiItb8lXbc3LOYotxMdFo1hSl/4xgwHYncCJNqL2PqUdxSJl9TRFxKjsF5jYyMSElJ4cqVK3h4eNCqVSuguABXqVSMHTsWqVRKu3bt6NKlC+vXr+eLL76o0PzHjh2LUqlEqVTStm1bYmJiROEtCIIgCMJ/Vv2qSpYGNSJDVcCWk1f/M8niD1R4b9++nfbt26PVatmxYwdt2rQhNjZW/4T43ie+1atX59q1a/qf700KSktLQ6PRGGwrLUnoXtoiw2UaMoW1/nupUXE5XqS+TVFeNlITBdIqJvr9ckt7tDnpAGTnqw3O89lnnxESEsKbb74JFPeiHDt2LMnJybi5uSGV3l2Vc+eeKjp/Jycn/fdmZmaoVKpy71EQBEEQBOG/wFZh/J9KFn+oNd4ymYwePXogk8k4dOgQdnZ2GBkZceXKFf0xiYmJuLq66n++NynI3t4euVzO1atX9dvu7ZBibm4OFC9puaMg52bF5qawoShfRVFhvn6bJjtN/72liZHB8RYWFsyePZt//vmHnTt3MmfOHPbu3YuLiwtJSUn69d733tP95i8IgiAIgiA8uHRVAUv3X+KTjacYuPo4n2w8xdL9l0q8q/e8eKjCW6fTsWPHDm7duoWnpycymQw/Pz8mTJhATk4OV65cYc6cOQQFBZU6/k7hHhISQl5eHnFxcaxZs0a/397eHldXV0JDQ9Fqtfz4449kpV7FSHqf1fiA3MqBKs4vkXUoDJ1WTX7SOW5fLI6ON5FLqetsmDa0a9cuLl68iE6nw8rKCplMhlQqpWnTppiZmfHtt9+iVquJjo4mPDycgICA+85fEARBEARBqLzTSZkMWXuCFt/sY27UBbbHJLMv7gbbY5KZF3WB17/Zx9DQE5xOer5aRD9Q4d21a1cUCgWWlpZMmDCB1atX4+XlBcDChQsxNzenZs2atGzZksDAQAYOHFjmuRYtWkRWVhZOTk707duX3r17Y2x8d03PsmXLmDlzJra2tpw7d46m97zIeT923T6jIDmepHm9yfp9PYqX2wGgA3o1rGpw7N9//0379u1RKBQ0b96cYcOG0bZtW6pUqUJ4eDgRERHY2dkxbNgw1qxZQ926dSs0f0EQBEEQBKHi7pdMnv//bc9jMvkzl1w5ZswYrl+/zurVq8s8ZsjaE/x6PpUHmfnjTj6qyPwFQRAEQRCEkh4kmby4z/fz0XLwoZaaPApxcXGcOXMGnU7HsWPHWLFiBd27dy93TLCPByZy2QNd71EnHz3I/AVBEARBEJ41HTt2ZNKkSSW279ixAycnpwcOPqyoB00mv60uYvruuOcimfypF945OTn06NEDc3Nz/P39GTVqFG+//Xa5Y56l5KMHmb8gCIIgCMKzpn///oSGhpYI+lu7di19+vRBLn+o+Bd0Op1Bs4p/e5hk8nyN9rlIJn/qhXfjxo25ePEieXl5XL58mXHjxhl0PinLs5J89KDzFwRBEARBeJa88847ZGRkcPDgQf22W7dusWvXLvr16wfAzz//TIMGDVAqlbi4uDBlyhR+//13mjRpgkKhoH79+uzbt08/3sfHhwkTJtCiRQvMzMz4559/Sk31TsvJZ/+FtOJk8tN7uLbsA5Lm+pO68Qs0WTeA4sL9ZtQykhb0IXHOuySvCKYwLeH/+wyTyVetWkXNmjWxsLCgRo0ahIWFAVBUVMSXX35J9erVcXBwoF+/fmRlZennu2bNGqpXr46trS3Tpk3D3d2dqKgoAEJCQvDz86Nfv35YWFjg5eXFiRN3E9Mr4qkX3g8jqJk7G4c0w7eeI8ZyKSZyw9sxkUsxlkvxrefIxiHNnou1P4IgCIIgCE+Dqakpfn5+Bh3aNm3aRN26dfH29gbglVdeYd++fWRmZnL27FkOHjyIr68vU6dOJTs7m9mzZ9OrVy9SU1P151i7di0//PADOTk5+qyXO6neZ86cYdOmTUxdsg6AvAtHyPpjMw7dJ1D143UYV/Uifee3AORfPklB0llch3yP28hN2L89Fqmppf46d5LJc3Nz+eijj4iIiCAnJ4fDhw/ToEEDoLggX7VqFb/99hv//PMPKpWK4cOHAxAbG8uwYcMICwsjJSWFrKwsgywagJ07dxIQEEBmZibdunXTj62o57rwhrvJR4fHtGNkh9p0b+DKG3Ud6N7AlZEdanN4TDuWBjV6oeJGBUEQBEEQHof+/fuzZcsW8vOLc1DWrFlD//799fu1Wi2DBg3CycmJGjVqcOjQId599106duyIVCqlQ4cONG/enF27dunHDBgwAC8vL+RyOUZGxTkqd1K9q1WrRtu2bTkZE0OBpoicmAgsm7+LkZ0bEqkMq9f9KEy9XPzUWyqnqPA26oyrgA4jOzfkChv9de5NJpdKpZw9e5bbt2/j7Oys774XFhbGp59+Ss2aNVEoFHz11Vds2LABjUbDli1b6Nq1Ky1btqRKlSpMnTq1xCqGli1b0rlzZ2QyGX379uX06dOV+nwfbrHOM+S/lnwkCIIgCILwqLVs2RI7Ozu2b99O48aNOXbsGNu2bdPvf++99/D29mblypUolUrGjBnD/Pnz+emnn/THqNVqmjdvrv+5QqneN4tTvbVZN7gV9QO39q2452gdmpwMTN29sXitCzf3LEGTnYZZ7eZYtxuE1NhMf2R2vhpzc3M2btzIrFmzGDRoEC1atGD27NnUrVuX5OTkEgnrGo2G1NRUfVr5vfOytbUtd975+floNJoKr39/YQpvQRAEQRAE4eH169ePNWvWEB8fj6+vL46Ojvp9x48fZ8GCBSiVxSsJ/vrrLwYMGMDSpUvLPF9F3n0z/v9yYZmlHZav+6HwalvqcZaNumHZqBva3EzStn9N9tGtKFv3vbv//8nkvr6++Pr6cvv2bSZOnMjgwYM5ePAgLi4uJRLW5XI5jo6OODs7Ex8fr993+/ZtMjIy7jv3yniulpq8aLGhgiAIgiAIz5p+/foRFRXFsmXLDJaZANSoUYPt27ej1WrZtGkTf/31F1u3biUyMhKtVkt+fj7R0dEkJiZW6pq25sYYy6VYNOhE9h+bKUwrLo6L8nPJjTsEQEHKBQqS49FpNUiMTJDIq4Dkbil7J5k8NTWVHTt2kJubi7GxMQqFAqm0+LjevXszd+5cLl++jEqlYvz48fj7+yOXy+nVqxfh4eEcPnyYwsJCQkJCSnR42HDdLQAAIABJREFUeVjPxRPv00mZfBd9kf0X0gAMEoxM5NeZG3UBnzr2DGvjgbebWMstCIIgCILwoNzd3Xn99dc5ffo03bp1M9i3dOlShgwZwjfffMOrr77Knj17SElJYezYsfTq1QtTU1OaNGnCd999V6lrejpb8A9gVud1itT5pO/8Fk3WDaTG5pi4N8C8bkuKCvK4tXc5mszrSORVMKnxKpZNe+jPcSeZvDDnJnPmzKFfv35IJBIaNGjAkiVLABg4cCDJycm0bt2a/Px8fH19WbhwIQBeXl4sXLiQgIAAcnNz+eSTT3BwcHikieTPXHLlvxUnGMWRr9GWm1QpkRSH40zoXFd0LxEEQRAEQXjOPGvJ5CqVCqVSyd9//02NGjUeyTkrtdTEx8eH5cuXP5ILV8Td2NDyi24o7t94W61l+u7zhB5JeCLze5QSEhKQSCSPPRVKEARBEAThWfQsJJOHh4eTl5dHbm4uo0eP5pVXXsHd3f2hz3vHI13jPWTIEOrUqYNUKmXVqlUG+woKChg5ciQuLi5YW1szbNgw1Gq1fn9CQgKdO3fG2tr6f+zdeXhN1/7H8ffJOUfmURJJJGIqiUaamoqY56Yu2iJEzEN7KTeu1u/eUrNWr+kqVRcliKnV1lRac1ClqqKliTnzIIPM0zk55/dHrkNkpEj0fl/P43ly9tp7r7WPf75ZWXt9cHJyYsio8SzYf4U8jY78mMtELx1Y4l/Uor7kRPxQagx5Gh2zgr+jfefu2Nvbl7mgPzw8nG7dumFtbU3jxo1LvIkLxXtWenp6YmlpSbNmzdi9e3eVv4PTp0/Tvn17rK2tsbOzw9fXl/Pnz1f5eiGEEEKI/0U1IZl8z549uLi44OLiwvXr19mxY8cTDUas0pNVFvF5z0svvcTq1atp0aJFqbZFixbx888/c/nyZa5du8Yvv/zCggULDO0TJ07E0dGRhIQEwsLCOHT0OMnn9gJg4uZFvWm7DP8cB85CUcsU04YtyxxHoV5BrRfa8/nnn5dq02q19O/fn759+5KWlsbatWsJDAzk2rVrAMTFxREYGMiyZcvIzMxk8eLFBAQEcOfOnUqfPzMzk759+zJ58mTS0tKIi4tj9uzZFa4NioyMNOyV+aTIrLkQQgghnkfVnUy+fv160tPTycjI4OjRozRt2vSJ3PeeCgvvhyM+AW7evEmbNm2wsrKif//+pKWlGc6fNGkS3bt3x8TEpNS99u3bx5QpU7Czs8PBwYEpU6awYcMGQ/vt27cZPHgwJiYmqCxswdWHwpSy34jNvnwMs6a+GNUq7ic/5grRy/0N7So7VxKc2+NS/4VS10ZERBAfH8/UqVNRKpV069YNX19ftmzZAkBsbCw2Nja8+uqrKBQKXnvtNczNzbl582ZFXxWAoXgfOnQoSqUSU1NTevXqhbe3N1AcU7pw4ULq169P7dq1CQwMZPjw4SW2qtmwYQMuLi44OzuzZMkSw/GCggKCgoIMv4UFBQVRUFC8m8uJEydwdXXl448/xsnJidGjR5OXl8fIkSOxtbXF09OTf/3rX7i6ulb6DEIIIYQQ1amyZHKVQv/cJpNXWHiXFfG5efNmNmzYQEJCAiqViilTplS5swff49Tr9cTGxpKRkQFAUFAQO3bsIDc3l/Xf/UzOzZ8xbVB65lxXmE/u1R+w8OpmOGbi9iL1pu4scZ4C+O5KQpXHdfnyZQBatWqFp6cne/fupaioiN27d2NsbGwonivSpEkTlEolI0eO5ODBg9y9e7dEe3BwMBs3buTYsWNERkYSGhqKo6MjdevWNZxz/Phxrl+/zqFDh/j44485cuQIAAsXLuTs2bOEhYVx6dIlfvrppxJ/MUhMTCQtLY2oqCjWrl3L3LlziYyM5NatWxw+fJiQkJAqfRdCCCGEENWtvGRyD5NMGub8/twmk1dYeJcV8Tl8+HC8vLwwNzdn/vz5fPHFFxQVFVXaUZ8+fVixYgXJyckkJibyySefAJCbmwtAp06duHLlClZWVvxzUAfUdRpj2qRdqfvkXjuDkakVxvWaV9hfvlbHreScUsebNm2Ko6MjixcvRqPRcOjQIUJDQw3jUCqVjBgxgoCAAIyNjQkICOA///kP5ubmlT6jlZUVp0+fRqFQMH78eBwcHOjXrx9JSUlAcUxpUFAQDRs25MMPP2TatGns2bOHwsJCwz1mz56Nubk5zZs3Z/To0Wzfvt1w7axZs3B0dMTBwYHZs2cbZumhOBp17ty5GBsbY2pqyhdffMH777+Pra0trq6uj/QLkhBCCCFETXAvmXy5vw+fj2zNv15/kdsH1lHb4slt8fcsVVh4lxXx+eAxd3d3NBoNKSkplXY0Y8YMXn75ZXx8fGjfvj0DBgxArVZTp04ddDodffr04Y033iAnJ4ehqw6hy88m/cTGUvfJ+e0oFl7dqrTQPbug9FpntVrN7t27+fbbb3FycmLp0qUMHjzYsAzjyJEjTJ8+nRMnTlBYWEhoaCjjxo0jLCys0v4APD09CQ4OJjY2lsuXLxMfH09QUBBQvH68UaNGbNu2Db1ez8SJEykqKiI5Odlw/cPfb3x8PECZEaf32gAcHBxKLPF5OPa0rP9LIYQQQojniZeXF+np6Y8c0FNTVFh4l1XcxsTEGH6Ojo5GrVZjb29faUempqasWrWKuLg4bt26Re3atWnZsiVGRkakpaURHR3NO++8g7GxMY729lh49yDv5s8l7qHNTCY/+jfMH1hmUhEL47Lzgby9vQkNDSU1NZXvv/+eW7du0aZNGwDCwsLo1KkTrVq1wsjIiNatW/PKK68Ylnw8Cg8PD0aNGmVYxuLs7MyBAwfYsWMHCxcu5ObNm6hUKhwdHQ3XPPz9uri4AJQZcXqvDUr/Xzk7OxMbG1vmfYUQQgghnkdGRkZ07OHHvC9/fC6TzB95O8GQkBB+//13cnNzmTVrFgMHDkSpLN5zsbCwkPz8fPR6PRqNhvz8fMNuKHFxccTHx6PX6zl79izz589n7ty5ANjb29OgQQM+++wztFot9cwh98ox1I4lNyvPuXwc47qeqG2dSxzPj/qVqEV9DZ/1ej210FLPtlZxe36+4UVEgF9//ZX8/Hxyc3NZsmQJCQkJjBo1CoDWrVtz6tQpwwz3xYsXOXXqlGGN94kTJ8qdbY+IiGDp0qWGgjcmJobt27fTtm1bAPz9/Vm9ejXz5s0jLy+PGTNmMHjwYMMyHoD58+eTm5vLlStX2LhxI/7+xS+NDh06lAULFpCcnExKSgrz5s0jMDCw3P+nwYMH89FHH3H37l3i4uJYtWpVuecKIYQQQtR0l2LSmbDlZy7VH8TROybsDovnWMQddofF8+8j12j/8THeCvmZSzHp1T3Ucj1y4T18+HBGjRqFk5MT+fn5hrXaAL169cLU1JQzZ84wYcIETE1NOXnyJFC8G0r79u0xNzdn5MiRLFq0iF69ehmu/frrr/nuu+9wcHBg4cieKIyU2HUfV6Lv7MvHMG/evdSYtFkpGNf1NHwuyrjD9UUDmDfyVaB4tv3B7WC2bNmCs7Mzjo6OHD16lMOHDxu2/OvcuTNz5sxh4MCBWFpa8uabb/L+++8bxhoTE0P79u3L/G4sLS05d+4cr7zyCubm5rRt2xYvLy+WLl1KUVERe/bsYdKkSfj5+dGgQQPDXwEe1LlzZxo3bkz37t159913Df3OnDmTVq1a4e3tTfPmzWnRogUzZ84s9/9p1qxZuLq60qBBA3r06MHAgQOfaOSpEEIIIcSzEnI2kiHrznI4PIkiFOiNSq5qyNfqKNDqOPR7EkPWna2xYYo1NjL+UWJDUw98gpmHr2Ff76cRG3rPuHHjGDRoEL17937ka8PDw/H09Kz8xKfgs88+Y8eOHYSGhlZL/0IIIYQQj+N+knnlmTL3FIfqPLn9vSsyZ84cbty4UaUd5J5ocuWT9CixobX9ppQI03lSsaFlWb9+/WMV3cAzLboTEhL44Ycf0Ol0XL16laVLl/L6668/s/6FEEII8ezVr18fR0dHcnLu7+y2fv16unTpUu41CoUCc3NzLCwssLCwYNy4+ysOjh8/TteuXbG2ti4zOj0sLIyOHTtibW2Nq6sr8+fPr9I4Fy1aRKdOnUodT0lJoVatWob34y7FpLPwQMQjFd1QnGS+8EAEv8bWrGUnNbbwrgmxoc+zwsJC3nrrLSwtLenWrRv9+/dn4sSJ1T0sIYQQQjxlRUVFrFix4pGuuXTpEtnZ2WRnZ7N+/XrDcXNzc8aMGcPixYvLvC4gIIBOnTqRlpZGaGgoq1evZu/evZX2FxgYyJkzZ7h9+3aJ4zt27KB58+Z4eXkB8OmJG+RrK9+2uix5hYWsPnHjsa59Wmps4Q3VHxv6PHN3d+fy5cvk5OQQFxfH0qVLqVWrVnUPSwghhBBP2XvvvceSJUtIT//js71t2rRh+PDhNGzYsMz2yMhIhg0bhlKppFGjRnTo0IErV65Uel9XV1e6detWIpMEioMaR4wYAcD5X38n5IOxRP87gOjl/iTvXYwmJYY7Xy8ketkgYlePIfOn3YZr009tJfmbD0nZt4ToZYPI+vUIm2eM4d3/+ye+vr5YWlrSq1evEttgnz17lvbt22NjY8NLL73EiRMnDG3BwcE0bNgQS0tLGjRowNatWyt9Lo1GU2F7jS68oXRsKNrCEu0mKqPnNjZUCCGEEOJJa9WqFV26dGHJkiVVvqZTp044OTnxxhtvEBkZWeXrgoKC2Lx5MxqNhqtXr/Ljjz/So0ePKl07cuTIEoX31atXCQsLIyAgAICT0fk49fs7rlO24jY5BJWVA/GfT8LYqTFuf9tGnYAPybqwj9wb5w33yL1+DrOmvrhN3Yl5sy4AbArZysaNG7lz5w6FhYWG7yUuLo7XXnuNmTNnkpaWxpIlS3jzzTdJTk4mJyeHKVOmcPDgQbKysjhz5gw+Pj4VPk9eXh4DBgyo8JwaX3jD/djQfeNeIu+nLxng40J3D0de96nL1J5NntvYUCGEEEKIp2HevHmsXLmyREhfeUJDQ4mMjCQiIgIXFxf69u2LVls6hLAsffv2ZdeuXZiamuLh4cHYsWNp3bp1la59/fXXSUpK4syZM0DxbPerr76Kg4MDALfvFpLywy7iPhtLzCcBZF3Yj8rKAev2/iiUatQ2Tli08CM3/KThnsYuHpg1aYdCYYSR2hidXs8LHf5CkyZNMDU1ZfDgwYYto0NCQvDz88PPzw8jIyN69uxJq1atOHDgAFC8Z/jly5fJy8vD2dmZF198sdxnyczMpE+fPjRq1KjCZy47YaaGuvn7JbxUSfzb/+XqHooQQgghRI3l5eVF3759WbRoUaWbO9x7ybFWrVqsWLECKysrwsPDad68eYXXpaWl0adPH1atWkVAQACJiYkMHDiQOnXqVOm9MjMzMwYNGsTmzZtp164dW7duZenSpYb2H776nMI7t3EatgillQP5ty5wZ9c8opf737+JXoexi4fho9KqdKijkfn9iVkzMzOys7MBiIqK4ssvv2Tfvn2Gdo1GQ9euXTE3N2fnzp0sWbKEsWPH4uvry9KlS/Hw8Ch1fyhesqLRaNi+fXuFz/xcFd7nz5+nVasnv0WgEEIIIcSfzdy5c2nRogXTpk17pOsUCgVV2W361q1bKJVKw5psV1dXhgwZwoEDB6q8ocPIkSMZMGAAb7zxBllZWfzlL38xtKVHR2Dm4YvKujjhuzA5EpWtC3UnrKlw7A8zVZe9S56bmxvDhw9n3bp1Zbb37t2b3r17k5eXx8yZMxk/fjynTp0q89xevXrh7e1N9+7dCQ8PL3d8NXqpSUp2AWtCbxoiQb9OsCTbrd1zEQkqhBBCCFGdGjdujL+/f4mww4dduXKFsLAwioqKyM7OZtq0adStW9cwS67T6cjPz0ej0aDX68nPz6ewsPh9uyZNmqDX69m2bRs6nY7ExER27txpSPuG4kL4wRcWH9axY0dsbGyYMGECQ4YMKbERhLt7fQpuX0CvLaQw6RZZv3yLXltAxtld6DQF6HVFFCZHUhB/tdz7GykUOFmblNkWGBjIvn37+P777ykqKiI/P58TJ04QGxtLUlISe/bsIScnB2NjYywsLDAyqrhsnj59umF9ernjqbC1mtyLBPX9+BjLj1wzRIKm2zThcGKt5yISVAghhBCius2aNavEnt4PS0pKwt/fHysrKxo2bEhkZCT79+9HrVYDcPLkSUxNTfHz8yM6OhpTU1NDqraVlRVff/01y5cvx9bWFh8fH7y8vAzJ2jExMVhaWla4ZEWhUDBixAiioqIMM+f3rFo8H32RlphPhpG852PsekzAKWARBbHhxK4aTuyKAFIPrkRXUP7zAbSsZ1vmcTc3N/bs2cOHH36Ig4MDbm5uLF68GJ1Oh06nY9myZbi4uGBnZ0doaCifffZZhf0AfPDBBxW217jkyuJ0ogjytUUVplYqFMVBOTP8PGQnEyGEEEKIGiYkJIQrV67w0UcfPfY9HiXJ/GFPM8n8cT3xwjsyMpIGDRqg0WhQqR5tCXlNjwQVQgghhBDPzqWYdIasO0ue5tFDdEzVSnZOaFujdr2rcKlJ+/btsba2xs7ODl9fX86fP1/R6X/Iny0SVAghhBBC/DF/tiTzCp9i8uTJpKWlERcXx+zZszE2Ni733MjISPLz8x97IGVFgup1VfvtJl9bVOMiQYUQQgghxB/3Z0oyr7DwHjp0KEql0rCQ/t5bqjqdjoULF1K/fn1q165NYGAgw4cPJzU11XDthg0bcHFxwdnZuURyUkFBAUFBQbi4uODi4kJQUBBxqZmEXksmL/JXYj8dScbZXcSsDCT123+j0xSQsn8ZMcv9iVv3NhlndxH76cgS49Tr4fjVZFKy8pk6dSqOjo5YWVnRvHlzLl++DEBGRgYjRozAwcEBd3d3FixYgE5XPLteVFTEtGnTsLe3p0GDBqxatQqFQmHYPL5Lly588MEH5caNCiGEEEKIp+fhJHMTVckS9nlJMq9wEfbIkSMZMmQIbdu2xdb2/huhwcHBbNy4kWPHjuHg4ECzZs1o06YNdevWNcSMHj9+nOvXr3Pr1i26deuGj48PPXr0YOHChZw9e5awsDAUCgX9+/dn/NT3wf01AIqy76LLy8L1rxvR63Vk/LAdbcYdXP76OfrCfO58OafMsSqAef/Zzg8nT3Lt2jWsra2JiIjAxqb4TwyTJ08mIyODW7dukZqaSq9evXB2dmbs2LGsW7eOgwcPEhYWhrm5OYMGDSp1/23btnHw4EHc3Nx49dVXWbJkCYsWLXqMr1wIIYQQQjyqe0nmqdkF7PolloiELDLzNViZqPFwtmRgC1dqW5S/OqMmqHDGW6FQMH78eBwcHOjXrx9JSUkAbN26laCgIBo2bMiHH37ItGnT2LNnj2FfR4DZs2djbm5O8+bNGT16tCHJZ+vWrcyaNQtHR0ccHByYPXs2pw9+TYH2v2u7FUbYdByGQqXGSG1MbvgprNsNQmligcrKHstWfyk1ToB8rY74DA1ZWVlERESg1+vx9PTE2dmZoqIiduzYwUcffYSlpSX169dn2rRpbNmyBYAvvviCv/3tb7i6umJra8s//vGPUvcfPXp0mXGjQgghhBDi2altYcxbnRqx3N+Hz0e2Zrm/D291alTji26opPAODg4mNjaWy5cvEx8fT1BQEABxcXE0atSIbdu2odfrmThxIkVFRSQnJxuudXNzM/zs7u5OfHw8APHx8bi7u5doy7l7/zqlmRUK1f3N07XZaSitHAyfVZalo0DvsW78Mu+88w6TJk3C0dGRCRMmkJmZSUpKChqNplS/cXFxhjE9ON4Hf77HycnJ8PODcaNCCCGEEEJURZVeEfXw8GDUqFGG9dLOzs4cOHCAHTt2sHDhQm7evIlKpcLR0dFwTUxMjOHn6OhoXFxcAHBxcSEqKqpEm7nt/cL64VXzSgs7irLur6fWZpW/ttrKRM2UKVO4cOECv//+O9euXWPx4sXY29ujVqtL9Vu3bl3D88TGxpY5diGEEEIIUTM9nHIetPMia0Jv1tiU8wrXeMfGxuLq6kpMTAzbt2+nbdu2APj7+zNp0iQuXLhAXl4eM2bMYPDgwYaUI4D58+ezbt06bt++zcaNGwkJCQGKX9hcsGABrVu3RqFQMG/ePHz7vM4tlRFl7Yli7tGBjB+/pJZzE/SafLIu7C9zrCYqI0zSb3PuXAEtWrTA3NwcExMTjIyMUCqVDB48mBkzZrB582bS0tJYtmwZ7777LgCDBw9mxYoVvPbaa5ibm/Pxxx8/zncphBBCCCGegUsx6Xx64gah14pXTRiWLAMmqkSWH7lGl6YOTOzcmJfcas6WghXOeL/yyiuYm5vTtm1bvLy8WLp0KUVFRezZs4dJkybh5+dHgwYNMDU1ZdWqVSWu7dy5M40bN6Z79+68++67hnjRmTNn0qpVK7y9vWnevDktWrRg3fIPyx2Dte9QVJb2xH02lqQdMzFr6otCqS51nh5oU9eE8ePHY2tri7u7O7Vr1+a9994DYOXKlZibm9OwYUM6dOhAQEAAY8aMAWD8+PGGXVtefvll/Pz8UKlUKJXKR/oyhRBCCCHE0xVyNpIh685yODyJAq2uRNENxe/9FWh1HPo9iSHrzhJyNrJ6BlqGx0quDA8Px9PT84kOpKqRoFm/HCAn/CROw+7vKPKkI0EPHjzI22+/XWJpihBCCCGEqF4Pp5xn/3qE7F8P4RT4r3KvqUkp548WA/RfT7roBpjUpTEmqtIzzNrsNPJjf0ev16FJjSXzp28wa9KuxDkmKiUTuzR+7L7z8vI4cOAAWq2WuLg45s6dy+uvv/7Y9xNCCCGEqInq16/PkSNHShwLDg6mQ4cO1TSiqvszpJw/VuH9NJQbCVqkJe27VcQsG0TS9vcxfeEVLFv4GZqfRCSoXq9n9uzZ2Nra8vLLL+Pp6cm8efMe+35CCCGEEOLJejjlvKoJ51BzUs5rTOENZUeCqqwdcRm3mnrTvsL1nc3YdR+HQql+opGgZmZmnD9/nqysLO7cucPGjRuxsrL64w8khBBCCPGcWbRoEY0aNcLS0pJmzZrxzTffGNqCg4Px9fVl6tSp2NjY0LBhQ86cOUNwcDBubm44OjqyadMmw/mjRo1i4sSJvPrqq1hYWODr60tiYiJBQUHY2tri4eHBxYsXK+07JbuAvV9uI2Hze6QdWUfMv4eSfnpb8UV6PWmHPiN6+WDi1r5NXmRx1kpOxGkSNv7t3ikcv5rM/I/+Rf/+/ct87uDgYBo2bIilpSUNGjRg69atQHFi+4IFC3B3d8fR0ZERI0aQkZFhuO706dO0b98eGxubMrekflCNKrzhzxMJKoQQQgjxPGrUqBGnTp0iIyOD2bNnExgYSEJCgqH93LlzeHt7k5qaSkBAAEOGDOH8+fPcuHGDkJAQ3nnnnRJ5J1988QULFiwgJSUFY2Nj2rVrR4sWLUhJSWHgwIH8/e9/r7TvXReKt30uiL+KysYJ1ykhWLcb/MAxZ9ymbMOmYwDJ33xIUV4WZo1fQZuRhCaleJtoBbBuQzAjRowo9cw5OTlMmTKFgwcPkpWVxZkzZ/Dx8QGKC/Lg4GCOHz/OrVu3yM7O5p133gEgKiqKV199lcmTJ5OcnFxpwOJjvVz5rDzPkaBCCCGEEDVN/fr1SUlJQaW6v6N0YWEhLVq04PTp02Ve4+Pjw9y5c+nfvz/BwcEsXLiQ69evA/Dbb7/h7e1NYmIiderUAaB27docPXoUHx8fRo0ahVqtZt26dUDxLnOrV68mPDzccH3Hjh1JTy97/fW9vo/n1yNk82bST2/FdeJGQ3v2r0dIP7mZupM2ofjvcomETVOxbPkXLLy6kfr9pxiZWGLbeQSFyVGk7fgHGanJGBuXrCNzcnKoW7cun3/+OX5+fpiamhraunfvzptvvsnEiRMBuHr1Kl5eXuTl5bF48WJ++umnEn8VqEiNm/F+0PMcCSqEEEIIURPt3r2b9PR0w7/Vq1eXaN+8eTM+Pj7Y2NhgY2PD5cuXSUm5H2B4r8AGDAXqw8cenPF+uK2ic8vrOzNfC5SdYK60qG0ougFUVo4UZacBYOHVnZzfQ9Hr9eRcOU791j1KFd0A5ubm7Ny5kzVr1uDs7Mxrr71GREQEUHbqularJSkpiZiYGBo1alTqfuWp0YW3EEIIIYR4dqKiohg/fjyrVq0iNTWV9PR0vLy8eBYLJCrq28rkvzP0DyWcAxRlp5YYnzYzGaWFHQDGdT1QKFUUxFwh5/dQvLv8pdz+e/fuzeHDh0lISMDDw4Px48cDZaeuq1Qq6tSpg5ubGzdv3qzyM9bIwvt5i/8UQgghhPgzyMnJQaFQ4ODgAMDGjRu5fPlytfft4WSFSlm66AYoykkn6+e96Iu05EScRpMag2mj+9kuFl7dSDu8BiMjJd27dirzHklJSezZs4ecnByMjY2xsLDAyKi4TB46dCjLly/n9u3bZGdn8/777+Pv749KpWLYsGEcOXKEL774Aq1WS2pqaoXPWGFk/LP2vMZ/CiGEEEL8GTRr1oxp06bRrl07jIyMGDFiBL6+vtXe98CWrswp5zpjl6Zo78YT80kASjMbHF7/J0rT+7vTmb/YlfSTIdh1HMrAFq5l3kOn07Fs2TJGjBiBQqHAx8eHzz77DIAxY8YQHx9Pp06dyM/Pp3fv3qxcuRKAevXqceDAAd59913GjRuHtbU1MTEx5T5jjXm5sjiJKIJ8bVGF6ZUKRXFgzgw/D9nRRAghhBDif0RVU84fptMUELsyEP+FIWx/942nM7gqqhFLTe7Hf1ZcdEPxPox5miIWHggn5GzkMxnfw56XhCchhBBCiD+L8lLOK5N98QCmLk3455BuT2FUj6ZKhfeoUaOoVasWFhYW2NnZ0bNnT8ObnmXZsWMHTZs2xdraGkdHR0aOHElmZqahPS0tjddffx3iFYGLAAAgAElEQVRzc3NcXN2Y/vFnJeI/c66cIHb1aKKXvsmdrxZQlJdVqo+y4j9PnDiBq2vZf0IQQgghhBDPr3JTzisQu3oMWRf28s85C/9QyvmTUuWRT58+nezsbOLi4qhbty5jx44t91xfX19++OEHMjIyuHXrFlqtlpkzZxraJ02aRK1atUhKSqLVqNkkHlxFYXLx26KFyVGkfv8p9n2n4To5BIXamLRDq8vsp6bEfwohhBBCiKevrJTz8igU8MLfNrHxu5+YOfK1ZzPASlRYeJf1FqupqSmDBw+uMJnHzc0Ne/v7+ywqlUpu3CgukHNycvjqq6+YP38++ai5qqiLWeNXyLlyvLj99xOYNm6DST0vjGqZYtMxkNyrP6IryC3Vz734z6rsdqJQKAxjgOJZ/Hu/DNybKV+6dCmOjo44OzuzceP9zdlTU1Pp168fVlZWtGnT5pG2jRFCCCGEEE/O85xyXuGuJqdOncLLy6vEsZycHLZv307jxo0rvPHp06d57bXXyMzMxMzMzJDoc+3aNVQqFU2aNGFNaHEBq3ZsQEH0bwBokqMxdvU03Edt64xCqUJzNx5jp9J9KoBdv8TyVqeqb15elsTERDIyMoiLi+Pw4cMMHDiQAQMGYGtry6RJkzAxMSEhIYHbt2/Tu3dvGjRo8If6E0IIIYQQj8fb1YY1ga1KpJwf/+Es9evW4dV23jU25bzCGe+0tDTDz0uWLMHGxgZLS0tOnz7Nli1bKrxxhw4dyMjIIDY2lvfee4/69esDkJ2djZVV8RYvEYmZFGh1GBmboSvMA0CvycPI2KzkII3N0Jcx4w2Qr9URkVB6DfijUqvVzJo1C7VajZ+fHxYWFly9epWioiK++uor5s2bh7m5OV5eXowcOfIP9yeEEEIIIf6YB1POW+X+jJ9tco1OOa+w8LazszP8/O6775Kenk5kZCSmpqZcvXq1Sh3UrVuXPn36MGTIEAAsLCwML1rei//UF+RiVKs4clShNi21rERXmIfioWL8QZn5miqNpSK1a9dGpbr/BwAzMzOys7NJTk5Gq9Xi5uZmaHswNlQIIYQQQlQ/S0tLsrL++GTs01Rh4V3Wlnn16tVjxYoV/O1vfyMvL69KnWi1WsO66CZNmqDVarl+/boh/rPwzm3UDsXFrNqhHoV3bhuu1aQnotdqUNu6lHt/KxN1pWMwMzMjN/d+QZ+YmFilsTs4OKBSqUpshh4dHV2la4UQQgghxLPx3BfezZs3L/N4z549cXFxYe3atWW2b9261VCcRkVFMWPGDLp37w6Aubk5b7zxBrNmzaKBtQpdQji5N85h/mLX4vZmXci78RP5MZfRFeaTcSoEs6btDMtPUvYvJ2X/ckNfJiojPJwtS/Sfn59f4p9er8fHx4dt27ZRVFTEd999R2hoaFW+H5RKJW+88QZz5swhNzeX33//nU2bNlXpWiGEEEII8XSlZBewJvQmZxVN+S63AUE7L7Im9GaVNt941h47QOe9997jX//6FwUFpR/q999/p3379pibm+Pr60vTpk1Zt26doX316tXk5eXx/pttSfjmX9TuNZFa/53xruXgTu3ek0jZt5TYlcPQFeRh12ui4dqirOQSL1/qoUT8Z1xcHKampiX+3bx5kxUrVrBv3z5sbGzYunUrAwYMqPKzrlq1iuzsbJycnBg1ahSjR49+lK9KCCGEEEI8YZdi0pmw5Wd8Pz7G8iPXuFZoQ6LSnt1h8fz7yDXaf3yMt0J+5lJMeuU3e0aqPTL+UeI/9UUa4jdMxmXMKhRKFQoF9G5WhzWBrZ7+QIUQQgghxDO1aNEili5dSocOHfjiiy9Qq4uXFxennkeQr6049VyhABOVkhl+HjViW8Fqj4x/lPhPhVJN3fFrUCiL14abqJRM7FLxtoZCCCGEEOL5tGPHDsLDwzEyMuK334q3ng45G8n7q3dy/d+BlU7c6vWQpyli4YFwQs5GVrnf5ORkPDw8qvQ+49atW+nVq1eV7lvthffjxH8CmKqNmOHnUSPiP4UQQgghnoSHA/8A5syZQ2BgYJnnf/vtt3To0AEbGxucnJwYN25ciRcM09LS8Pf3p3bt2tjb2zNs2DDD7nIAXbt2xcHBASsrK1566SX27NlTpXG++OKLWFhYYGFhgVKpxMTExPD5ww8/fIwnL5u/vz+enp7odDqaN2/OpZh0Fh6IoFCre6T75Gl0LDwQwa+xVVt2smjRIkaNGoWpqWmlzzps2DAOHTpUpftWe+ENjx7/aapWMsPPs0b8yUAIIYQQorpkZGQwc+ZM4uPjCQ8PJy4ujvfee8/QPnPmTO7evcvt27e5efMmSUlJzJkzx9C+YsUKEhISyMzMZO3atQQGBpKQkFBpv1euXCE7O5vs7Gw6duxoeB8uOzub999/v0pj12q1lZ7zz3/+k+TkZL755hvUajWfnrhBvraoSvd/WL62iNUnSv5SU9YYCgoK2LRpk+GXnSfxrPfUiMIbnu/4TyGEEEKI6hAQEECfPn0wMzPD1taW8ePH88MPPxjab9++zYABA7CyssLa2prXX3+dK1euGNq9vb0NOSYKhQKNRlNiC+VHpdPpWLBgAe7u7jg6OjJixAgyMjIAiIyMRKFQ8Pnnn1OvXj26detGfn4+gYGB1K5dGxsbG1q3bk1SUhIAGzduxNPTE0tLSxo2bMjST1YRei25zOUlmT/vJX7dX9FmpqDXarh77HNiV48m5pNAUr9bhU5TgF4P335/FJe6rnz88cc4OTmVuWHGuXPnsLGxwdXVtXRHZQgODjZswR0ZGVnhuRVGxj9rZcV/bv3ya4YNegMPZ8saG/8phBBCCFETnDx5khdffNHwedKkSaxevZqhQ4cC8NVXX9GvX78S1/Tt25cjR45QUFBA7969adXq8TetCA4OJjg4mOPHjxsK73feeadE4nloaKhh3famTZvIyMggJiYGY2NjwsLCMDUtDlV0dHRk//79NGzYkJMnT9Kzdx+cA/+FwqFhiT7TT28n7/pZ6gxbhNLMmrQj69CmJ+A8+hMURkpS9i4m44ft2HYZhQJISkokLS2NqKgodLrSS1Z+++03mjZt+tjfQUVqVOF9z734T4B/D3mZ5bvmVfOIhBBCCCFqtsOHD7Np0ybOnTtnONaiRQsKCwupXbs2AN27d2fixIklrtu/fz8ajYYjR44YCuLHtXXrVv7+97/TsGFxcfzRRx/h5eXFxo0bDefMmTMHc3NzANRqNampqdy4cQNvb29atmxpOO+1114z/Ny5c2fcmrflbuRvWN0rvPV60o6uozDhOnWGfoiRiTl6vZ7sS9/hPGYVStPinBfr9oNJ3rsE2y6jKCzSAQrmzp2LsXHZk7np6elYWlqW2fZH1ZilJkIIIYQQ/+uUSiUajabEMY1GY9hGrzxnz54lICCAXbt20aRJE8PxwYMH06RJE7KyssjMzKRRo0ZlvqipVqt59dVXOXToEHv37n3s8cfHx+Pu7m747O7ujlarNSwfAXBzczP8PHz4cHr37s2QIUNwcXFh+vTphuc/ePAgbdu2xc7ODhsbGyIvnkaXd//FUF1BDtlh32PVdhBGJsWFvC43A72mgITgIKKX+xO93J+kL2ajy80wXGdiaYuJiUm5z2Bra/vUEjBr5Ix3SnYBuy7EEpGYicObHxC08yIeTlYMailLTYQQQgjx51WvXj0iIyPx9LwfFnj79u0SxfTDLl68SL9+/diwYYMhKfyesLAwPv30U8MM89tvv21Yj1wWrVbLzZs3H3v8Li4uREVFGT5HR0ejUqmoU6cOsbGxQPFa8nvUajWzZ89m9uzZREZG4ufnR9OmTQkMDOTNN99k8+bN9O/fH7VaTaPWXUl5oC8jEwvs+04jec/HGL0xAxPXZhiZWaFQGeMy7lNUlvZljtHIqOKdPLy9vVm+fHmF55Tn3vdcnho14/1wAtHusHjMXnilRicQCSGEEEI8Kf7+/ixYsIDY2Fh0Oh1Hjhxh3759DBw4sMzzL1++TJ8+fVi5ciV/+ctfSrW3bt2a9evXk5eXR15eHmvXrsXb2xuAiIgIDh48SF5eHhqNhpCQEE6ePEnnzp2B+y9DVvbC4IOGDh3K8uXLuX37tmHXD39/f8MLnA87fvw4v/32G0VFRVhZWaFWqzEyMqKwsJCCggIcHBxQqVQcPHiQmN/OonqoZjZx98b+L++S/PWHFMRfRaEwwuKlXtw9up6inOJ6UZuVQt6tCwDUUhqhUlZceLdp04b09HTi4uKq/Nz3ODg4VNheYwrvkLORDFl3lsPhSRRodRQ8tD9j/n+PHfo9iSHrzj7SJuhCCCGEEM+DWbNm0b59ezp06ICtrS3Tp09n69ateHl5lXn+0qVLSU5OZuzYsYa9pR98uXLDhg1ERkbi6upK3bp1uXXrFps2bQJAr9czZ84cHB0dcXBwYMWKFezcuZMWLVoAEBMTg7u7O3Xr1q3y+MeMGcPw4cPp1KkTDRo0wMTEhJUrV5Z7fmJiIgMHDsTKygpPT086d+7M8OHDsbS05JNPPmHw4MHY2tqybds2Xutb+hcLANMGL1Pb72/c2TWfgsQb2HYdjcrWmcTN04heNoikHTPRpBUX0XrAVF3xgo9atWoxatQoQkJCqvzcVVXtkfFwL/YznDxN1TdDLw7QKbmXt0Kh4Pr16zRuLGmWQgghhBB/xIIFC3BwcOCtt96q7qEYTNjyM4fDkypNrCyLQgG9m9VhTWDlu7YkJyfTsWNHLl68aNhlpTwbNmwgJCSEY8eOVXrfZzbjXb9+fY4cOVLq+L0EokcpuuHRE4iEEEIIIUTVzZw5s0YV3QCTujTGRKV8rGtNVEomdqna5KyDgwMRERGVFt1QHLDToEGDKt232peaPOkEIiGEEEII8ef0kpsNM/w8MFU/WglbvFLCA29Xmyc6ngEDBvDdd98xbdq0Kp1frbuaDBk2nMNRGiw7DgcgP+pXUvYvxXVS8dqj2NVjsGzZl5zLx9Bm3sG0QUvs+05FoaoFQPrZr1i/cje73zPhw4ULqu05hBBCCCHEs3FvmfHCAxHka4sqXHaiUBTPdM/w83gqqee7d+9+pPOrdcY7KjW30nNyI07hOHgudd/+nMLk22T/VrxcJe/WBTLPfYNbwELeD/6+zGUsQgghhBDizyewbX12TmhL72Z1MFYZYaIqWdKaqIwwVhnRu1kddk5o+1SK7sdRrTPeGXkatPqKN4S3bNkPlWVx2pJZ4zYUJt0CICf8FBbePdDb1eN2ehFz5sxh+/btT33MQgghhBCi+nm72rAmsBWp2QXs+iWWiIQsMvM1WJmo8XC2ZGCLmpf/Uq2Ft6ao8hcqlRa2hp8VKmP02WkAFGWnYexUvEA+M19TIiVJCCGEEEL8b6htYcxbnRpV9zCqpFqXmpiZm6HX5Bs+F+XcrfK1Sgs7tFnF+UVWJmqio6Of+PiEEEIIIYR4Up7pjLdGoyE//36h3dz7JcI3rqGo/RAo0pL5894q38vcowMpB/6N3Us9aGjrzty5c5/GkIUQQgghRA2Vkl3ArguxRCRmkpmvxcpEhYeTFYNa1rxlJvCMC28/P78SnydODsK4TgPiPhuDyroOFs17kHn+myrdy7RRK6xa9Scm5J8s3FO8q8nWrVufxrCFEEIIIUQNcikmnU9P3CD0WjJAicRzE1Uiy49co0tTByZ2bsxLbk92C8E/otqTK59VApEQQgghhHg63nnnHXbs2MGgQYP47LPPnmpfxYnn1b+V4OOo9gCdZ5VAJIQQQgghnryMjAx+/vlnrl27xsWLF0lLS3tqfRUX3eHkaSouugH0esjTFLHwQDghZyOfSP/lJbFXVbUX3jUtgUgIIYQQQhQrq9AMDg6mQ4cOhs/W1ta0atWKJk2a4OPjg52dXbnn/hGXYtJZeCCCPE3lu+I9KE+jY+GBCH6NTX8i4/gjqr3whuJN0Gf4eWKqVqJQVHyuQgGmaiUz/DxrzJ8NhBBCCCH+l61atYqUlBTWrFnz1Pr49MQN8rVFj3VtvraI1SduPOERPboaUXjD85tAJIQQQgjxv2zRokU0atQIS0tLmjVrxjffFG+UER4ezttvv82PP/6IhYUFNjbFqxS6dOnC+vXrDdc/PCuuUChYs2YNL7zwAjY2NkyaNInkrHxCryVTmJZA4rb3ifn3UGJWBJC8dzG6/Owyx6XX60k7so6YT4YRtXQQG/8+kNM//QIUL48ZMWIEDg4OuLu7s2DBAnS6+zPp69atw9PT0/BMv/zyS6n7h4eH06BBA0OA4/79+/Hx8anwu6rWAJ2HPY8JREIIIYQQ/8saNWrEqVOncHJy4ssvvyQwMJAbN27g6enJmjVrWL9+PadPn36ke+7fv5/z58+TmZlJy5YtMXJvCTgDeqzbDcLEzQtdYS7JX39I+ult2PWYUOoe+bd/oSDmMnUn/AeFsTlGGXGciSugAzB58mQyMjK4desWqamp9OrVC2dnZ8aOHcuXX37JnDlz2L17N61ateLmzZuo1SWT1n/55RcGDBjA6tWr6du3LxcvXmTMmDHs27evwueqUYX3Pc9TApEQQgghxJ/ZgAEDUKnul4yFhYW0aNHC8HnQoEGGn/39/fnoo4/46aef6N+//2P3+Y9//AMbGxtsbGzo2rUrv4SFUeBeB7WtC2pbFwCUKmus2gwg/fT2sm9ipEJXmIcmNZZaLk3Q27iSUGhKUVERO3bsICwsDEtLSywtLZk2bRpbtmxh7NixrF+/nunTp9O6dWsAGjcuuZHHqVOn+PzzzwkJCaFLly4ArF27lrfeeotXXnmlwueqkYW3EEIIIYSoGXbv3k2PHj0Mn4ODg0ssFdm8eTPLli0jMjISgOzsbFJSUv5Qn05OToafzczMyE4rXk5SlHOXtCNrKYi5gq4wD/R6jEwsyryHaf2XsGzZl7RDn6HNTMasSTtS3P+PlJQUNBoN7u7uhnPd3d2Ji4sDICYmhkaNyp8AXrNmDZ07dzYU3QBRUVFs2rSJlStXkp5e/kucNWaNtxBCCCGEeL5ERUUxfvx4Vq1aRWpqKunp6Xh5eXEvJkZRxq4Z5ubm5ObmGj4nJiZW2o/xf9/9uxu6GVDgPPZT6v39S+z/Mg0of19Bq1b9cB69Apdxq9GkxXHt0Dbs7e1Rq9VERUUZzouOjqZu3boAuLm5cfPmzXLvuWbNGqKjo5k6darhmJubGzNmzKiw6IYaXninZBewJvQmQTsvMmbTeYJ2XmRN6E1Sswuqe2hCCCGEEP/zcnJyUCgUODg4ALBx40YuX75saK9Tpw6xsbEUFhYajvn4+PD111+Tm5vLjRs3+Pzzzyvtp7a5McYqI/SFeRjVMsHI2AxtVgqZ574u95qChGsUxF9FX6RFoTZBqTbGwcoEpVLJ4MGDmTFjBllZWURFRbFs2TICAwMBGDduHEuWLOHChQvo9Xpu3LhRoki3tLTku+++4+TJk/zjH/8AYPz48axZs4Zz585V+Bw1cqnJ8xoDKoQQQgjxv6RZs2ZMmzaNdu3aYWRkxIgRI/D19TW0d+vWjRdffBEnJyeMjIxISUlh6tSpnD9/njp16uDt7c2wYcMqDaXxdLbkFmDtO5TU/cuIWe6PytYZixe7kvnznjKv0RXkcvfoerTpiShUtTBv2IJPF80BYOXKlUyePJmGDRtiYmLC+PHjGTNmDFC8Zj01NZWAgADi4uKoX78+W7ZsKbE0xcbGhsOHD9O1a1fUajXz589n3bp1vPPOO5w/f77c56j2yPiH/ZEY0Nu3b/Pyyy+Tnp6Ot7c3K1eupHPnzs9m4EIIIYQQ4qmZsOVnDocnVZpYWRaFAno3q8OawFZPfmCPMo6aVHjfjwGteiJRcYLl44fpjBo1CldXVxYsWPBY1wshhBBCiKfvUkw6Q9adJU/z6CE6pmolOye0rfbE8wrXeCsUCm7cKJnyM2fOHMMamIqMGTOm1PXh4eF069YNa2trGjdubNhgHWDLnsO8FfAG1xYPLt4Q/ZuP0GanVdrPvRjQSzF3Wbx4MS+88AKmpqbUq1ePf/7znxQUyHpwIYQQQojn3UtuNszw88BU/WivKBZP0npUe9ENT+nlytOnT5d6G1Sr1dK/f3/69u1LWloaa9euJTAwkGvXrgGw7dTvmL/Um7p/3UDdiRtQ1DIl9dt/V6m/fG0Rw8a+zdq1a9m8eTNZWVkcPHiQo0ePMnjw4HKvKyp6vNhRIYQQQgjx7AW2rc8MP09M1UrK2DClBIWieKb7j6yMeNKeeOGt1WqZPHkyK1euLHE8IiKC+Ph4pk6dilKppFu3bvj6+rJlyxZSsgu4ZdoEM48OGBmbYaQ2wbJlXwriwqvUZ2FqHFeO7GL1uo20a9cOlUrFiy++yFdffcV3333HsWPHgOJlJX/961/x8/PD3Nyc48ePA5CSkkLPnj2xtLSkc+fOhjdXJ02axLRp00r01a9fP5YvX/5HvyYhhBBCCPEYAtvWZ+eEtvRuVgdjlREqSi5RNlEZYawyonezOuyc0LbGFN3wFArv5cuX06lTJ7y9vSs9V6/Xc/nyZXZdiC3VVhBzBbV9vSr1mR91CZVlbW4ZOZc47ubmRtu2bTl8+LDh2LZt2wzbx3To0AGArVu38sEHH5CSkoKPjw/Dhg0DYOTIkWzfvh2drvg/NCUlhSNHjhAQEFClcQkhhBBCiCfP29WGNYGtOPN/3WiquUFT4wy6ezjyuk9dpvZswpn/68aawFY1YnnJg57odoIxMTH85z//4cKFC6XamjZtiqOjI4sXL2bq1KkcP36c0NBQunbtSkRiZoktAwvv3Cbjh+04vDmzSv0W5WZiZGFHREJWqTZnZ+cS6Un9+/c3bHNjYmICwGuvvUanTp0AWLhwIdbW1sTExNCmTRusra05evQoPXv2ZMeOHXTp0oU6depU/UsRQgghhBBPRW0LY4ouf8/kd96hb9/W1T2cSlU4461UKtFoNCWOaTQa1Gp1mecHBQUxa9YsrK2tS7Wp1Wp2797Nt99+i5OTE0uXLmXw4MG4urqSma+9f/+78dz5Yja2PSZg4uZVpYdQmllRlJ1GZr6mVFtCQgL29vaGz25ubqXOefCYhYUFdnZ2xMfHA8Wz3iEhIQCEhIQwfPjwKo1JCCGEEEI8fVevXqVp06bVPYwqqbDwrlevHpGRkSWO3b59u8QG4g86evQo7733Hk5OTjg5OQHQrl07tm3bBoC3tzehoaGkpqby/fffc+vWLdq0aYOVSfHEuzbjDknbZ2LtOwQLr25VfggT95coykwhN/ZqieMxMTGcPXuW7t27G46VFV0aExNj+Dk7O5u0tDRcXFwACAwMZM+ePVy6dInw8HAGDBhQ5XEJIYQQQogn68Fk81EbzpL70iAOx/JcJJtXuNTE39+fBQsW0Lx5c1xcXDh27Bj79u3jxx9/LPP8a9euGdZDQ/Eyj3379vHSSy8B8Ouvv9KkSRN0Oh2rV68mISGBUaNGsfFsLEa5l0na/j6WLfti+bJfqXtn/3qE9NPbcJ24oVSb2q4uNi39OPrZTM52b0zr1q2JiIhg9OjR9OjRgx49elT4JRw4cIDTp0/Tpk0bPvjgA9q2bWuYBXd1daV169YMHz6cN998E1NT0wrvJYQQQgghnrzyks1NPTvzybEbrDh2o8Ynm1dYeM+aNYtZs2bRoUMH7t69S6NGjdi6dSteXmUvAXF0dCx1zN7e3lCsbtmyhfXr16PRaOjYsSOHDx/G2NiYgS1dmTnre7TpiWSc3kbG6W2G6+tN2wWANisZY1fPcsfq0OevDK0VRmBgIHFxcdjb2zN06FDmzZtX6ZcQEBDA3Llz+fHHH2nRooVhack9I0eOZPjw4axYsaLSewkhhBBCiCersmTz/P8W4Yd+T+LktZQSyeY1SY1JrqwsBjRpxwfY9ZiA2r70Gu2nHQN68uRJAgMDiYqKKnOpihBCCCGEeDqeZLK5hYUFv/76Kw0bNqw0vVyhUHD9+nUaN25cqi04OJj169dz+vTpR3qWpxKg8zgmdWmMiUpZbnudIfPLLLoBTFRKJnYp/aU8CRqNhhUrVjBu3DgpuoUQQgjxP+VxUsyTk5MJCAjA2toaW1tbwzbNUJypUqtWLSwsLAz/Hgw0/OKLL/D09MTS0pJmzZqxfP1WFh6IqFLRHbt6DDGfDENXmG9INp+z+BO6dOliOCc7O5uGDRs+wjfwZNWYwrsmxoCGh4djY2NDQkICQUFBT/z+QgghhBB/Nm+88QZOTk5ER0dz584d3n333RLt06dPJzs72/BPqSyeeI2LiyMwMJBly5aRmZnJ4sWLeW/SWHIyUqveuU5H1s97geJk8+NX7zyx53oSakzhDTUvBtTT05OcnBzOnDmDlZXVU+lDCCGEEOLP4tChQ8TExLB48WKsra1Rq9W8/PLLVbo2NjYWGxsbXn31VRQKBa907gEqYzR3E6rcv9Urb5D509fo8rPR6+FqYhaaovuz5Q/P4JeXXn7PgQMHaNiwIfb29rz33nslNhF5UEREBD179sTOzq7C8dWowhtKx4CaqEoOUYWuxsaACiGEEEL8Lzt79ixNmzZl5MiR1K5dm9atWxMaGlrinNWrV2NnZ0fLli356quvDMdbtWqFp6cne/fupaioiJn/3ohCqUbt0KDK/ddyfgHjes3J+Okbw7HkCrYZLC+9/J5vvvmGn3/+mV9++YU9e/awYUPp3fVycnLo2bMnAQEB3LlT8Qz7E02ufFLuxYCmZhew65dYIhKyyMzXkBh9i/ykW3yx6O/UtjCu7mEKIYQQQogHxMbGcujQIdavX8/GjRv56quv6N+/Pzdu3MDe3p4pU6awdOlSrK2tOXToEP7+/jg5OeHr64tSqWTEiBEEBASQn5+PQqnGtt//YVTL5JHGYNNxGIkh07Fq1Q+NTk9uQVG555aXXn5vW+n/+7//w87ODjs7O4KCgti+fTvjxo0rcacB/HMAACAASURBVI/9+/dTv359Ro8eXenYatyM94NqWxjzVqdGLPf34fORrZn7aiPuhG6TolsIIYQQ4hl41BRzU1NT6tevz9ixY1Gr1QwZMgQ3Nzd++OEHAFq0aEHt2rVRqVT4+fkxbNgwvv76awCOHDnC9OnTOXHiBIWFhfT5xxrSDn5CYdKtRxpzLYf6mDZqTcaPXwJQpCt/A7+K0ssfbnd3dy/Rdk9UVBTnzp3DxsYGG5uK3zms0YX3w7y9vbl58yY5OTnVPRQhhBBCiD+9R00x9/b2LrULXEW7wikUCu7tbB0WFkanTp1o1aoVRkZGNGrmTS2XpuRFhj3yuG06DiP70vcUZaWiNCq//4rSyx9uj46OLtF2j5ubG507dyY9PZ309PQKx/VcFd6ZhXoa+E1g/IYfGLPpPEE7L7Im9OZzEREqhBBCCPG8uZdiHhsbi06n48iRI+zbt4+BAweWef7rr7/O3bt32bRpE0VFRezatYvY2Fh8fX0B2LVrF9nZ2eh0Og4dOkRISAj9+vUDoHXr1pw6dYqwsOJC2zwrhoLYK9RyrA9AftSvRC3qW6Vxq21dMPfsSNaFfZgZl79d9b308sLCwlLp5QCLFy/m7t27xMTEsGLFCvz9/Uvdo2/fvly7do0tW7aU+uvAw2rkGu+HPRgRqmnclTPxGogvXrxuokpk+ZFrNT4iVAghhBDiefOoKeZ2dnbs3buXiRMnMmnSJDw8PNizZw/29vYArFixgrFjx6LX62nQoAHr1q0z7LPduXNn/p+9+46K4nr/OP5eWASEpYNUQTGKsZfYsBALKlETI4oSULHHFjX5xq7YjbFEY6ImFmJvMRp7i6DG2GLEWLHRFem97LL7+4OfIyvVksRyX+d4Drt3ZnZmyDl5uHvn+QQGBuLt7U1cXByWVlZYuPtgWKUhAKr0BPQdSk4xf5qpex8yr57AupQlymWll3/44Yc0atSI1NRU+vfvz8CBA4scQ6FQcOTIEcaNG8e4ceOIj48v8fNemeTKkpQVEfqYTFYQpPOqRoQKgiAIgiAIz6ZwsnnigWVUdHPHsGqjcu37TyebP49XeqnJk4jQ0otuAI0GspX5zDlwg41nw5/r84pLZxIEQRAEQRD+G4WTzS29Rpe76IZ/Ntn8eZVaeB87duzfOo8iQqNSyh0RWtjjiNAr0aUvbhcEQRAEQRBeba9isvmLeGVnvL8LvkOOquS+i6XJUeXzfbCYuRYEQRAEQXjdvWrJ5i/imQvv5ORkunTpgrW1Nebm5nTp0oXo6Ghp/P79+7Ru3RqFQkH79u0ZMWIEfn5+0vj69etxdnbG0tKSWbNm4eLiIs2snz9/nubNm2NqZsba4Z4kHl6BJr/4p0M1qjwS9i4k6ps+RC7x4UHQWPIzkwFQpiWyceZIzC0sqFatGj/++KO0X35+PnPnzsXV1RWFQkGjRo20WsU8dvr0aZycnAgODgZg7dq11KxZE3Nzczp27KgVKSqTyVi5ciXvvPMOZmZmjBgxgld86bwgCIIgCMJro6xkcwO5zmuRbP7MXU3UajUBAQFs376d/Px8BgwYwMiRI9m9ezdQ8HSou7s7x44d4/z583h5eUltYq5fv87w4cM5dOgQTZo0YdKkScTExEjH1tXVZcmSJfyZac6i3X8QtWUq8ksHMHnvwyLnkfH3cdQ5mTiMKIgTzXt0H5m84KnVhD0LMKzkwqzv1tLSOo8OHTrg6upK27ZtWbx4MVu2bOHAgQNUr16dK1euULFiRa1jHzp0iMGDB/Pzzz/TpEkT9uzZw9y5c9m7dy/vvPMO8+fPp0+fPpw5c0baZ9++fVy4cIG0tDQaNWpE165d6dSp07PeXkEQBEEQBKEYJSWbmxjo4WanwLuh4ysfslhqV5Njx47Rvn37Ug9w+fJl3n//fZKTk4mMjKRq1aqkpaVJxezj2e6NGzcyc+ZMbty4wZYtWwDIysrCzMyMAwcOaH3OmG1/sftyLGkX9pAT+Tc2PaYU+dyM0CNkXDmCRccRVLCpIr2vSosnZsVAnMZspUfTd1jiU5+JEyfy4MEDgoKCqFGjBgsWLODDD4sW8zKZjLlz57Jy5Ur2798vtcrp3Lkz3t7eUgsZtVqNsbExN27cwNnZGZlMxqlTp2jZsiUAvXr1omHDhkyYMKHUeycIgiAIgiC8PZ55xjsrK4uxY8dy6NAhkpMLlnakp6eTn59PbGwsFhYWWjPITk5O0lKO2NhYrabkFStWxNLSUnodFhbGuHHj+O3UH+TkZINaTQVb12LPw6h2W1TpCSTsWYA6NxOjWh6Yte5LfkYSOgbG6OhXJC2nYJmKs7MzFy9eBAoSiFxdiz8mwDfffEPfvn21+lNGRETw2Wef8fnnn0vvaTQaYmJipOQmW1tbrevKyMgo404KgiAIgiAIb5NnLrwXLVrErVu3OHfuHLa2tly+fJkGDRqg0Wiws7MjKSmJrKwsqfguvH7azs6OW7duSa+zs7NJTEyUXn/66ac0aNCAyt4TOHArlbQLe8i69Xux5yHTlWPW0hezlr6oUuJ4tCMQuYUjhlUaoM7JQJ2bhYmBHlAQ8eng4AAU/CFw9+7dEhu/79ixg4EDB+Lo6Mhnn30m7TN58mQ++eSTZ71dgiAIgiAIwnNKyMhl55/R3HyYRlqOChMDOW62JvRs9OovKylOqQ9XKpVKcnJypH8qlYr09HQMDQ0xMzMjKSmJGTNmSNs7OzvTuHFjAgMDycvL448//mDv3r3SuLe3N3v37uXMmTPk5eURGBio9RBieno6JiYm1HGxRZYSQ/pfB0o8t5yIK+Q9CkejzkemXxF0dJHJZMhNrNF3cCP91HpcLSpw5coV1qxZIy15GTRoEFOnTuX27dtoNBquXLmiVfzb29tz/Phxli5dyooVKwAYNmwY8+bN49q1awCkpqayY8eOZ7nPgiAIgiAIQjmFRqUwZMNF3L/6jSXHwth9OZbfbj5i9+VYvjkWRouvfmPoxouERr1e7aNLnfH28vLSej158mTGjBmDr68vVlZW2Nvb8/nnn0sPVgJs2rSJ/v37Y2lpSZMmTfDx8SE/v6AtYK1atfj222/p3bs3mZmZjBkzBhsbG/T1C/5iWbhwIUOGDCFqwQI0Fi4YubUiJ/JKseeWn5lM4uHvyE9PQKZniFHNVhjVbguAVbcvSTnyHVN9WmJhbs6MGTOkNeTjxo0jNzcXT09PEhIScHNz45dfftE6duXKlTl+/DgeHh7o6ekxaNAgMjIy6N27NxEREZiamtKhQwd69uz5LPdaEARBEARBKENZqeU5qoKMlyPX4zgZlvBapZb/45HxPj4+uLm5ac2MP5aRkYGZmRm3b9+mSpUqWmOFI0Kf1asYESoIgiAIgiCU7klqefkDFAvCcorv2x0eHk6VKlVQKpXI5c+8wvqle+kBOhcuXODu3buo1WoOHTrEnj17+Oijj6TxvXv3kpWVRWZmJl988QV16tTBxcWlyHEKR4Q+q1cxIlQQBEEQBOFNJpPJuHNHO8AwMDBQK8+lNG9DavlLL7wfPnyIh4cHxsbGjB49mhUrVtCgQQNpfM+ePdjb22Nvb8/t27fZunUrsmJiiN60iFBBEARBEAShZG9DavlLL7y7du1KVFQUWVlZhIWFERAQoDW+evVqUlJSSE1N5fjx49SoUaPEY71JEaGCIAiCIAhvs+DgYBwdHZk7dy5WVla4uLiwadMmoKB7ybaFE0k4uJy4rVOIXNyTh5smoEp9BBS0cU469iNRyz4hcnFPYteMIC8+HICsOxeIWTOaHwe2xsHRkcDAwBLPYd26ddSsWROFQkHVqlVZtWrVP33ZWv77xS5l8GvmQl1HM74PvsOJW/HIeLKoHgoiQjXA+zWsGe5RTcx0C4IgCIIgvKIePnxIQkICMTExnD17Fi8vLxo3bsyJhwUlaeb1EGy8p6NvX4PkE2tJ2LsQW78F5Ny/RG7UVRyGrEKmb4QqMRqZgREAOnr6WHUZh8LOhV6usGLCAOrXr6+11PkxGxsb9u3bR9WqVTl58iSdO3fmvffeo2HDhv/K9b/yhTe8GRGhgiAIgiAIAsyaNQt9fX3atGnDBx98wPbt20ms3oV8tQZD18YYVC7IWjFr05eoJT6o0uJBR446LxtlYjQV7KujZ/UkkNHAuS4AufmQUdGBPn36EBISUmzh/cEHH0g/t2nTBk9PT06dOiUK7+JYGusztHXJqZOCIAiCIAjCf0NXVxelUqn1nlKpRE9PT3ptbm6OkZGR9NrZ2ZnY2FhyK6sAkCuspTGdCoboGBiTn5GEoUs9FI26kHRkBaq0eCpWb45524Ho6FckN/YWycFBKOMj+I58dNSqEls+Hzx4kBkzZhAWFoZarSYrK4s6deq8zNtQqpe+xlsQBEEQBEF4+1SuXJnw8HCt9+7fv4+zs7P0Ojk5mczMTOl1ZGQk9vb2mBgUzAWr0uOlMXVeNuqcDHSNLQAwadwNu4Cl2A/6HmVSDGnnfgYg4devqVitKY4jghix7jTDhg2juG7Zubm59OjRgy+++IK4uDhSUlLw8vIqdtt/yhtTeCdk5LIy5C5jtv3FgJ8uMGbbX6wMuUtiRu5/fWqCIAiCIAhvPB8fH2bPnk10dDRqtZpjx46xd+9evL29tbabPn06eXl5nDp1in379tGzZ0/cbE3Q1ZGRffciOVHX0OQrSTm5EX37GshNrMl9EEZu7C00+SpkegbI5BVAVlDGqvOy0TFUYGhggH7KPTZv3lzs+eXl5ZGbm4u1tTVyuZyDBw9y5MiRf/y+FPZaLTUpTmhUCt8F3yEkrOAvpFytBy8fsuRYGB41rBnephr1nMSDl4IgCIIgCP+EadOmMW3aNFq2bElycjKurq5s2rSJ2rVrS9vY2tpibm6Ovb09FStWZOXKlbi5uWHlmMt4wOjdNqT+voXcmJtUqOSKZdfPAVDnZpF8fDWqlIfI5BUwqNIAk6YfA2Dh+SnJv60h6ehKLr3vQa9evUhJKdrTW6FQsGzZMnr16kVubi5du3alW7du/8q9eeyFkyuHDRuGg4MDrVq1YsSIEVy7du1lnVuZyooUfUwmKwjVeZFI0aeTjzw8PPDz82PQoEHPd/KCIAiCIAhvkeDgYPz8/IiOji52vHqrLjxSG2PW2v+Zj/26pJaXudTk9OnTtGjRAlNTUywsLHB3d+fChQvS+MqVK5k6dSoeHh6lFt1nz56lQ4cOWFhYYG1tTc+ePXnw4IE0vmTJEqpWrYqJiQn29vaMHTsWlUoljU+dOpU6deogl8sJDAwsFClaetEdu3o4EQu9uTW/O/4tXKmgr4+xsTHGxsbMnTu3rMt/YcWlOAmCIAiCIAja3GxNkOuUEdxSgtcltbzUwjstLY0uXbowatQokpKSiImJYfr06ejrP3vrvuTkZIYMGUJ4eDgREREoFAqtcJ1u3bpx6dIl0tLSuHr1KqGhoSxbtkwar1atGgsWLOCDDz7gYWpOuSNF7Qd9T+XPd1L5853oO76LpeennLkZTUZGBpMmTZK2K1zkC4IgCIIgCP8uC6MKuFezfKNTy0u9srCwMAD69OmDrq4uhoaGeHp6UrduQb9EtVrN7NmzcXZ2xsbGhr59+5KamlrssTp37kzPnj0xMTGhYsWKjBw5kt9//10ad3V1xcys4IZpNBp0dHS0Zor79etH586dUSgUXAhPeu5IUWW+mu+D7xAeHo5MJmPNmjVUrlyZtm3bPtP1FHbnzh3atGmDqakpVlZW+Pj4ANC6dWsA6tWrh7GxMdu2bSM5OZkuXbpgbW2Nubk5Xbp0KfErF0EQBEEQhDeFh4dHqTVPUFAQe9Ytl1LLofTV0K9janmphXf16tXR1dWlX79+HDx4kOTkZK3xoKAggoKCOHHiBPfu3SMjI4ORI0eW64NPnjxJrVq1tN7bvHkzJiYmWFlZERoaytChQ4vsl6vKJzwxs9TlJaXRACduxZOcWdDtJCQkhBs3bnD48OHnvp6pU6fi6elJcnIy0dHRjBo1SrpGgNDQUDIyMvDx8UGtVhMQEEBERASRkZEYGhqW+54JgiAIgiC86fyaubB1cFN0Yv5GT6cgpbwwA7kO+nIdOr5biW1Dmr02RTeUUXibmJhw+vRpZDIZgwcPxtramm7duhEXFwfApk2bGDduHFWrVsXY2Jh58+axdevWMpdtXLlyhZkzZ/L1119rve/r60taWhphYWEMGzaMSpUqFdk3MjHrWa+xCBlw4OpDAAIDAzEyMsLQ0PC5r0dPT4+IiAhiY2MxMDCgZcuWJW5raWlJjx49qFixIgqFgsmTJxMSEvLC1yQIgiAIgvCmyH1wG/nZdfwxoR1jO1Sne30H2rnZ0L2+A2M7VOfM+Las9Gv8WiwvKazMRTQ1a9YkKCiI6Ohorl69SmxsLGPGjAEgNjZWqym6s7MzKpVKKsyLc+fOHTp37szSpUtp1apVsdu888471KpVi+HDhxcZS81Rkq9+sUbnOSo1dx8VNG93cnoSOfo81wOwYMECNBoNTZo0oVatWqxdu7bEbbOyshg6dCjOzs6YmJjQunVrUlJSyM9/vqUzgiAIgiAIb5r169fTt29frBQGDG3tyhKf+qzp9x5LfOoztLUrlsbP/rzhq+CZVq+7ubnRv39/rl69CoC9vT0RERHSeGRkJHK5vNiZaoCIiAjat2/P1KlT8fcvvVWMSqXi7t27Rd5X5r+cdKGM3IJIU5nsydOzz3o9j9na2vLjjz8SGxvLqlWrGD58eImdTBYtWsStW7c4d+4caWlp0nKUfzM1SRAEQRAE4VWVl5fHtm3b8PPz+69P5aUrtfC+efMmixYtkhbCR0VFsWXLFpo1awYUPHS5ZMkS7t+/L3UJ8fHxQS4vmssTExND27ZtGTlyJMOGDSsyvnr1ah49egTA9evXmTdvHu3atZPGlUolOTk5yGWg0ajRqPLQqAtmiVUpcUTM74IqpfSZ6cKM9fWKvPcs11PYjh07pHtkbm6OTCZDR6fg1laqVIl79+5J26anp2NoaIiZmRlJSUnMmDGj3OcsCIIgCILwJikuefzz1Ydwq9cYFxeX//r0XrpSC2+FQsG5c+do2rQpRkZGNGvWjNq1a7No0SIABgwYgL+/P61bt6ZKlSoYGBjw7bffFnus1atXc+/ePQIDA6U+2sbGxtL477//Tp06dTAyMsLLywsvLy+tPtuDBw/G0NCQsDOHSDuzjciFH5N59QQAqvR4dE1s0FVYluuiDeQ6uNoYFXn/Wa6nsAsXLtC0aVOMjY3p1q0bS5cupWrVqkDBGvJ+/fphZmbG9u3bGTNmDNnZ2VhZWdGsWTM6depUrnMWBEEQBEF4U4RGpTBkw0Xcv/qNJcfC2H05lt9uPmL35Vj2RWh40GQEQzdeJDSqaALl6+yFkyv/bQkZubh/9ZtWNHzK71vRrWiKokHnch1DX67DmfFtX9v1QYIgCIIgCK+rfzN5/FXzbB3KXwFWxvq0qW5NoaXZmLn3LnfRLZPB+zWsRdEtCIIgCEKpAgMD38h1xv+l8iaPA2g0kK3MZ86BG29MEvhrV3gDjPCohoFc97n2fV0iRQVBEAThbVNccVVa8VvS2D9VpA0ZMoQaNWqgo6NDUFCQ1lhubi5jx47F3t4ec3Nzhg8fjlKp1Npm69at1KxZEyMjI1xdXTl16pQ0tnr1aqpVq4axsTGdOnUiNja2xPNYsmQJVatWxcTEBHt7e8aOHSu1Pn706BF9+vTB3t4eU1NT3N3dOXfuXLmv0cXFhWPHjmm9FxQUVGqr5PIKjUopd/J4YY+3v/kg7YXPISUlhQEDBmBra4tCoaB69erMnz+/xO3L+m8pKCgIXV1djI2NMTExoX79+qV+/mtZeNdzMmOyl9sbHSkqCIIgCMKrpV69enz//fc0bNiwyNj8+fO5ePEiV69eJSwsjEuXLjF79mxp/OjRo4wfP55169aRnp7OyZMnpefBgoODmTRpEnv27CEpKYkqVarQp0+fEs+jW7duXLp0ibS0NK5evUpoaCjLli0DICMjg/fee48///yTpKQk+vXrxwcffEBGRsZLvhvP7rvgO8+dPA6w6XxE2RuVYezYsWRkZHDjxg1SU1P59ddfqVbtxSZkmzdvTkZGBikpKQwcOLDUbV/LwhsKUo0eR4oWXnZSnNcxUlQQBEEQhBfn4eHBxIkTadKkCSYmJnz44YckJSUBEB4ejkwm44cffsDe3h47OzsWLlxY4rFGjBhBu3btMDAwKDK2d+9eRo8ejYWFBdbW1owePVor12P69OlMmzaNZs2aoaOjg4ODAw4ODgDs27ePnj17UqtWLSpUqMDUqVM5efKk1FZ58+bN1K1bVzqWq6srZmYFk4gajQYdHR1pVrZq1aqMGzcOOzs7dHV1GTJkCHl5edy6desF72SBsu5ZYGAg3t7e+Pj4oFAoaNiwIaGhoSRk5BISFk/KHzuJXt6XyMU9iflhKNnhlwHIjb3Fg/WfE7nEh+hv/Uk6sgJNvvY3BmfvJZGYkcv+/ftp0KABJiYmODk5ERgYWO7zv3DhAr6+vpibm6Ojo4Obmxve3t7Fbtu6dWug4A8uY2Njtm3bVuqxdXR0GDBgQOnblPtMX0F+zVzYNqQZHd+thL5cp9hIUfKVNLKRv3aRooIgCIIgvBzr169n7dq1PHjwALlczujRo7XGT5w4we3btzly5AhfffVVkaUW5VW4X4VGoyE6OprU1FTy8/O5ePEi8fHxVKtWDUdHR0aOHEl2dnaJ+wJSboqvry9XrlzR+qzNmzdjYmKClZUVoaGhDB06tNhzunz5Mnl5eS88q/u00u7Znj176NmzJ0lJSfj6+vLRRx+x7dx98hKjSf9zH7b9llB53A4q9ZqJ3PT/s1J0dLFoNxinzzZj67+Q7IhQ0i8d0PpMGbDzUjRGRkasX7+elJQU9u/fz4oVK9i9e3e5zrtZs2ZMnjyZdevWcfv27SLjXbp0kZaePM5aCQ0NJSMjAx8fn1KPrVKpWL16danbvNaFN0BdRzNW+jXmzPi2xUaKDrOLRvePtWJ5iSAIgiC8pfz9/alduzZGRkbMmjWL7du3ayVGT58+HSMjI+rUqUNAQABbtmx55s/o1KkTS5cuJT4+nocPH0pLP7KysoiLi0OpVLJz505OnTrF5cuX+euvv6SlKJ06dWL79u1cuXKF7OxsZs6ciUwmIysrq8TP8/X1JS0tjbCwMIYNG1Zs2F9aWhr+/v5Mnz4dU1PTZ76m0pR2zxo1aoS3tzd6enqMGzeOnJwcgk/9Tp4aNPlKlIlRaPJVyM0qoWduB4C+bTX0HdyQ6egiN6uEon5nciL/1vrM3Hw1Nx+k4+HhQZ06ddDR0aFu3br06dOHkJCQcp33t99+yyeffMLy5ct59913qVatGgcPHpTG9+3bx4QJE57pXpw9exYzMzNsbW3L/G+n9GSY14ilsT5DW7sWeT+1nj8uM6cSExMjfaUjCIIgCMKrR1dXt8gDiUqlEj29oqF3AHK5vNjtAa19nJycpJ+dnZ1RKpUkJCSUOP7339oFX3lMnjyZlJQU6tevj76+PoMHD+avv/6iUqVKpKamAjBq1Cjs7AoKzXHjxjF79mzmzJlD+/btmTFjBj169CAtLY0xY8agUChwdHQs83PfeecdatWqxfDhw9m1a5f0fnZ2Nl27dqVZs2ZMnDix3NdR0j19+ndQ2j0rPKajo4OjoyPxj+LQM6+HRbvBpJ7eTEJ8BAZVG2LedhByhSXKpBiSj68m9+FtNMpcUKupYFu0rkvLUXLu3DkmTJjA1atXycvLIzc3l549e5br+gwNDZk0aRKTJk0iLS2N+fPn07NnTyIjI7GwsCjXMZ7WrFkzTp8+Xa5tX/sZ77KYmpri6+vL0lVriyQjrQy5S2JG7n99ioIgCIIgAJUrVyY8PFzrvfv37+Ps7PxM28vlcq3JtqioKOnnyMhI9PT0sLKyKnHc3t7+mc/d0NCQ5cuXExMTw71797C0tKRRo0bo6Ohgbm6Oo6MjskIPpcmeekBtxIgR3L59m7i4OHr06IFKpaJ27drl+myVSiWtB4eCDisfffQRjo6OrFq16pmuo7y/g9LuWeExtVpNdHQ01jYFM/JGtTyw9VuAw/B1gIyU4CAAkg5/h56lIw5DfqDyuB2Ytelb7PmZGOjh6+tLt27diIqKIjU1lWHDhvE8sTQmJiZMmjSJzMxM7t+//8z7P483vvAOjUohqZY327JrF0lG+uZYGC2++u2NTEYSBEEQhNeNj48Ps2fPJjo6GrVazbFjx9i7d2+JD7916tSJmzdvsmHDBpRKJUlJSUyaNIkePXoglz/5Un/jxo1cv36drKwspk2bhre3N7q6T9oSz5o1i6ysLK5du8a6detKXMubl5dHTk4OGo0GpVJJTk4OanVBq7uYmBhiY2PRaDScPXuWWbNmMWPGDGnfgIAAvv32Wx49ekRycjJLliyhS5cuAOTk5HD16lU0Gg2RkZEMGTKEzz77DHNzc6CgZV3h+PTVq1fz6NEjAK5fv868efNo164dUDA77e3tjaGhIT/99BM6Otql3uOHI58urgv/Dr755htu3ryJRqPh4sWLrF27lt69e2ttV9o9+/PPP9m1axcqlYpvvvkGfX19PFq5I0uNJTs8FI1KiUyuh0xegccdMtR52cgqVERWwRBlYhTpf2mv7wbQ19XBzU5Beno6FhYWGBgYcP78eTZv3qy1nYuLS5F2j4XP+8KFC9LvcunSpZiZmVGjRo1it69UqRL37t0rdux5vNGF98az4fT+8Sxno7OQyStopV0C5KjU5KrUHLkeR+8fz7LxbPh/c6KCIAiCIDBt2jRatGhBy5YtMTc358svv2TTpk0lzvza2Nhw8OBBVq1ahY2NDbVr18bMzIwVK1Zobefv70///v2xtbUlJydHWn/9WJs2bahWrRrt2rXjiy++wNPT4rhvjwAAIABJREFUs9jP8/T0xNDQkDNnzjBkyBAMDQ2lB/Du3r1LixYtMDIyol+/fsyfP1/rOFOnTuW9996jevXq1KxZkwYNGjB58mSgoPD29fXF2NiYJk2a0Lx5c2bNmiXtGxUVhbu7u/T6999/p06dOhgZGeHl5YWXlxdz584F4MyZM+zbt48jR45gZmaGsbExxsbGUs/wqKgonJ2dS1x+O3jwYAICAujatSumpqb07duXOXPm0KlTp3Lfsw8//JBt27Zhbm7Ohg0b2LVrFz5Nq6BRKUkJCSJqmS/R3/qjzkrFrE0/AMzfH0jm9RCiFvck8eC3GLm1KnJuGsC7oSPff/8906ZNQ6FQMHPmTHr16iVtk5eXR2JiIs2aNSv2+mQyGQEBAVhZWWFvb8/Ro0fZv38/xsbGAHTu3Fm6l1DQpaVfv36YmZmxffv2Yo/5LF67yPjyavWBNzfS5Bi39C/3PgV9vl9+y0EPDw/8/PwYNGjQSz2uIAiCIAilK+3/weHh4VSpUgWlUqk1Q/6q8fT0ZOnSpdSsWfOFjzV79mysra1L7IJSlrLuWWBgIHfu3GHjxo1FxoZsuMjRG3FlJlYWRyaDju9WYqVf41K3O336NN99991zPSD7b3ihGe/Tp0/TokULTE1NsbCwwN3dnQsXLrysc3tuoVEpXIlO5RmDkchWqplz4CZXosWyE0EQBEEQXg1Hjhx5KUU3wJQpU5676H5R/0byeMuWLV/ZohteoPBOS0ujS5cujBo1iqSkJGJiYpg+fTr6+vrPfKzHMacvy3fBd8h/zon8HFU+3we//JhZQRAEQRCEt5lIHn+BwjssLAyAPn36oKuri6GhIZ6enlKyklqtZvbs2Tg7O2NjY0Pfvn2ldjqPF/avWbOGypUr07ZtW4KDg4u0zXFxcZEasgcGBtKrVy/69u2LQqGgVq1aXLx4Udr2r7/+omHDhhgrFGyZPw6NKk8ay8/J4NGOGUQt9SVqiQ+PdsxAlZZAcTQa+Hnd99jZO6BQKKhRowbHjx8HCp4SHjNmDPb29tjb2zNmzBhyc590RdmzZw/169fHxMQEV1dXDh06VOT4Dx48oG7dunz99ddAQe/HFi1aYGZmRr169QgODpa29fDwYOrUqbi7u6NQKPD09NRqfyQIgiAIQumCg4NLXOrp4uKCRqN5pZeZvGrKumeBgYHFLjN57G1PHn/uwrt69ero6urSr18/Dh48SHJystZ4UFAQQUFBnDhxgnv37pGRkcHIkSO1tgkJCeHGjRscPny4XJ/566+/0rt3b1JSUujWrZt0vLy8PD766CP8/f35avcFFDVbkXXrzJMdNWqM6rTHYfhaHIavQyavQNLRlcV+hjIxmpQLexmzfAfp6ekcPnxYepJ4zpw5nD17lsuXLxMaGsr58+el5vfnz5+nb9++fP3116SkpHDy5EmtJ5ChoB1PmzZtGDlyJP/73/+IiYnhgw8+YMqUKSQlJbFw4UJ69OhBfHy8tM/mzZtZt24djx49Ii8vr9QoW0EQBEEQhFddeZLH9eU6dHy30huXPP7chbeJiQmnT59GJpMxePBgrK2t6datG3FxcQBs2rSJcePGUbVqVYyNjZk3bx5bt27VWlYSGBiIkZERhoaG5frMli1b4uXlha6uLv7+/oSGhgIFs8ZKpZIxY8ZwOyGbCu+0QN/uHWk/XUMTjNzc0dEzQEe/IqYtfMiNLKE5vo4O6nwl5y9dQalU4uLigqurq3RN06ZNw8bGBmtra6ZPn86GDRsAWLNmDQMGDKBDhw7o6Ojg4OCAm5ubdNjr16/z/vvvM2PGDIYMGQIUtDd6/DSyjo4OHTp0oHHjxhw48KSFTkBAANWrV8fQ0JBevXpx+fLlct0rQRAEQRCEV1VZyeNnxrdlpV/jN2J5SWEv9N1KzZo1pT6JN2/exM/PjzFjxrBlyxZiY2O1mq07OzujUqmkwhy0k43Kw9bWVvq5YsWK5OTkoFKpiI2NxcHBAZlMRlpOQWGva2IjbatW5pB8fDXZ9/5EnZMBgCYvG406H5mO9iJ/PXN7LNoN5vT2ldh8N5GOHTuyePFi7O3ti72m2NhYoKA9j5eXV4nnvmnTJqpVq6bVizQiIoIdO3awd+9e6T2lUsn7779f4jVnZGSU72YJgiAIgiC84kpKHn9TvbQ+3m5ubvTv35+rV68CYG9vT0REhDQeGRmJXC6nUqVK0nuFU5uMjIzIysqSXufn52stuSiNnZ0dMTExaDQaTAwK/pbIT3uyb9r5X1AmRmPXdzGVx+3A9pOvSj2eUS0PfGcFERERgUwmY/z48SVe0+OkJicnJ63UqKcFBgZiZWWFr68v+fn50j7+/v6kpKRI/zIzM5kwYUK5rlsQBEEQBOFVlZCRK1LDn/LchffNmzdZtGgR0dHRQMGM75YtW6SG5X369GHJkiXcv3+fjIwMJk2ahI+PT4mL8atXr05OTg779+9HqVQye/ZsrQcXS9O8eXPkcjnLli3jHStD8u78Qe6DMGlck5eNTE8fHQMj8rPTSTm9ucRjKROjyY+6gqtlBQwMDDA0NJRSn/r06cPs2bOJj48nISGBmTNn4ufnB8DAgQNZt24dx48fR61WExMTw82bN6Xj6unpsWPHDjIzM+nbty9qtRo/Pz/27t3L4cOHyc/PJycnh+DgYOmeCoIgCIIgvG5Co1IYsuEi7l/9JlLDn/LchbdCoeDcuXM0bdoUIyMjmjVrRu3atVm0aBEAAwYMwN/fn9atW1OlShUMDAz49ttvSzyeqakp33//PYMGDcLBwQEjI6MiXU5KUqFCBXbt2kVQUBDjP3qP9OsnqVi9xZNzbfwhGmUuUUt9ebj+cwyrNirxWJp8JfEngpjQvSm2trY8evSIefPmAQW9Lxs3bkzdunWpU6cODRs2ZMqUKQA0adKEdevWMXbsWExNTWnTpo3W7Hjh84yLi2PAgAE4ODiwZ88e5s6di7W1NU5OTnz99ddS/KwgCIIgCMLr5HFq+NEbceT+f0J4YW97avgbmVz5byQjCYIgCIIg/JuCgoJYvXo1p0+f/q9PpVgbz4Yz58ANsp8hwfCfSg0vSf/+/XF0dJS60v3bXtoa71fJv5GMJAiCIAiC8LK9aqngj7NXygo7DI1KYc6Bm89UdMPblxr+RhbeIhlJEARBEITXzctMBf+3fRd8hxxV/nPt+zalhr+RhTeIZCRBEARBEF4vZaWCP+1///sfLVu2JDU1ldTUVAYOHIidnR0ODg5MmTJF6qIWFBSEu7s7I0eOxNTUFDc3NymVGwqSsidOnEiTJk0wMTHhww8/JCkpCYDWrVsDYGZmhrGxMX/88QeBgYFScwmAS9du8WPf91D//+c93DSBlJMbeLjhf0Qu7knc1qnkZ6VK28f/Mo+ob/2IXNKLhxvHk/soghO34ovtdhIUFETVqlVRKBRUqVKFTZs2AaUnpMOTbw7MzMxwcnKS2l8Xlp6ezvvvv8/o0aPRaDTcvHmTDh06YGFhQY0aNdi+fbu0bf/+/RkxYgQffPABCoWCpk2bltrNriRvbOENb3cykiAIgiAIr5eyUsEfU6vVDB48mCtXrnDkyBFMTU3p378/crmcO3fu8Ndff3HkyBFWr14t7XPu3DlcXV1JSEhgxowZfPzxx1JxDbB+/XrWrl3LgwcPkMvljB49GoCTJ08CkJKSQkZGBs2bNy9yPgf/fljkvczrIVh+MAbHURvR5CtJO/+LNGZYtREOQ37AadQmKti6krB3ITJg5yXtrm6ZmZmMHj2agwcPkp6ezpkzZ6hfvz5QekJ6REQEnTt3ZtSoUcTHx3P58mVpv8cSExNp164d7u7uLFu2jKysLDp06ICvry+PHj1i69atDB8+nOvXr0v7bN26lenTp5OcnEy1atWYPHlysb+f0rzRhTe8vclIgiAIgiC8XspKBYeCoL0+ffqQlJTE3r17qVixInFxcRw4cIBvvvkGIyMjbGxsGDt2LFu3bpX2s7GxYcyYMejp6eHj40ONGjXYv3+/NO7v70/t2rUxMjJi1qxZbN++XZoxL8vd+KLhfkZ12qNn4YCOnj5GNVuRF3dPGjOu54mOfkVkcj3MWvqifHSfrIx0bj5IL3IcHR0drl69SnZ2NnZ2dtSqVQsoPSF98+bNtG/fnj59+qCnp4elpaVW4R0bG0ubNm3o2bOn9JDlvn37cHFxISAgALlcToMGDejRowc7duyQ9uvevTtNmjRBLpfzySefPFea+AslV75OniUZKSEjl51/RnPzYRppOSpMDOS42ZrQs5Ejlsav/jorQRAEQRBeT6WlggPcuXOH0NBQzp8/T4UKFYCCGV6lUomdnZ10HLVarZUQ/jjh+7HC6dugnSbu7OyMUqkkISGhXOecnlv0wUtdY3PpZ5lcH40yBwCNOp+UkxvIunm6YPmJrGAOOD87jbQcpdYxjIyM2LZtGwsXLmTgwIG4u7uzaNEi3NzcSk1Ij4qKwtW15Jpv//79GBsbM2zYMOm9iIgIzp07h5nZk4lYlUqFv7+/9PplpIm/NYV3eYRGpfBd8B1CwgpSLwv3njSQP2TJsTA8algzvE016jmJGXJBEARBEP45j1PBV61aJb1Xs2ZNRowYQefOnfntt9+oUaMGTk5O6Ovrk5CQUGJQ4eOE78fFd2RkJN26dZPGo6KipJ8jIyPR09PDysqq2FC/p9PGdXLK35Ek83oIWbfPYtN7NnLTSmhyM4n6pjegwcRAr8j2HTt2pGPHjmRnZzNlyhQGDx7MqVOnSk1Id3Jy4vz58yWew+DBg0lOTsbLy4tDhw5hZGSEk5MTbdq04ejRo+W+lufxxi81KS/R8F0QBEEQhP9SWangj/Xp04e5c+fSvn177t69i52dHZ6ennz++eekpaWhVqu5e/cuISEh0j6PHj1i2bJlKJVKduzYwY0bN/Dy8pLGN27cyPXr18nKymLatGl4e3ujq6uLtbU1Ojo63Lv3ZKlI/fr1OXnyJJGRkaSmpnLz0IZyX6MmLxuZrh66hiZolLkkh6wHQF9XBzc7hda2cXFx7Nmzh8zMTPT19TE2NtZKEy8pIf2TTz7h2LFjbN++HZVKRWJiYpFlIcuXL6dGjRp07dqV7OxsunTpQlhYGBs2bECpVKJUKrlw4QI3btwo97WVx39aeBd+Kra8fSKDgoJo2bLlSz2PJw3f88sM3dFoIFuZz5wDN0TxLQiCIAjCS1NWKnhh/fr1Y9q0abRt25bw8HDWr19PXl4e7777Lubm5nh7e/PgwQNp+6ZNm3L79m2srKyYPHkyO3fuxNLSUhr39/enf//+2NrakpOTw7Jly4CCJRWTJ0/G3d0dMzMzzp49S4cOHfDx8aFu3bo0atSI/j4fl/sajWq3RW5iQ/R3/Yhd/Sn69jUA0ADeDbUTy9VqNYsXL8be3h4LCwtCQkJYsWIFUHpCeuXKlTlw4ACLFi3CwsKC+vXrExoaqnVsmUzGDz/8gKOjIx9++CF6enocOXKErVu3Ym9vj62tLePHjyc3t2inlRfxQsmVDx48YNq0aezfv5+0tDRsbGxo3bo1EyZMwM3Nrcz9AwMDuXPnDhs3biQ8PJwqVaqgVCpL/JoEXn5qU2hUCr1/PEu28tl7Txrq6bJtSDO6taxPXFwcurq66Onp0aJFC1auXKm1XupN0L9/fzZv3kyFChWQyWRUr16dxYsX06ZNm//61ARBEARBKEFZtZOHhwd+fn4MGjTouT9DpIaXz3PPeCcmJtKiRQuysrI4deoU6enpXLp06V9ZH/MyvayG73v37iUjI4MHDx5QqVIlRo0aVeJ+5X1K+FX05ZdfkpGRQVpaGp9++ikff/zxc11PWd9sCIIgCILw+hCp4eXz3IX3kiVLMDExYcOGDbi6uiKTyTAzMyMgIEAqOoODg3F01P7awMXFhWPHjpV5/JIapj+tcPP42NhYunXrhoWFBdWqVePHH3+UtlOr1cyfPx9XV1csLS3p1asXtyMfEBIWjzI5joj5Xcj4+zjR3wcQtdSX1DPbyjxHjQZO3IpHXejPOwMDA7y9vbX6Pvbv359PP/0ULy8vjIyMWLx4MZUqVdIqWHft2kW9evUAyM7Opl+/fpibm1OzZk0WLFigdR8vXbpEgwYNUCgU9OzZEx8fH6ZMmSKN79u3j/r162NmZkaLFi24cuWKNObi4sLChQupW7cupqam+Pj4kJOTU+a1Pk0mk+Hr60tSUpJWm6O1a9dSs2ZNzM3N6dixo9aDDzKZjO+++4533nmHd955B4AFCxZgZ2eHvb09q1evRiaTcedOwR8zubm5fPHFF1SuXJlKlSoxbNgwsrOzgSf/bS1atAgbGxvs7OxYt27dM1+HIAiCIAgv7nFquL68jNTCp7xtqeHPXXgfO3aM7t27S4vcX6bSGqY/Vlzz+N69e+Po6EhsbCw7d+5k0qRJ/PbbbwB8++237N69m5CQEGJjYzE3N8c3YIjWMXOjr2E/eCWVes8m5fctKBOiKIsMyMx7UkBnZWWxbdu2Ig9CbN68mcmTJ5Oens6oUaOwtLTkyJEj0viGDRvo27cvADNmzCA8PJx79+5x9OhRNm7cKG2Xl5dH9+7d6d+/P0lJSfTp04dffnnSlP6vv/5iwIABrFq1isTERIYOHUq3bt201iht376dQ4cOcf/+fa5cuVJsmlNZ8vPzWb9+PVWqVKFSpUoA7Nmzh7lz57Jr1y7i4+Np1aoVffr00dpv9+7dnDt3juvXr3Po0CEWL17MsWPHuHPnDsHBwVrbTpgwgbCwMC5fvsydO3eIiYlh5syZ0vjDhw9JTU0lJiaGNWvWMGLEiBLDBgRBEAThbdW/f/9Sl+gGBwe/0DKTx/yauWAddQpd8kVqeAmeu2pOSEjQ6mf466+/YmZmhkKhwNPT88VPrISG6VB88/ioqCh+//13vvrqKwwMDKhfvz6DBg1i/fqCp2VXrlzJnDlzcHR0RF9fn8DAQC6FHCIn70nPSFN3X3T09KlQqSoVbKqQ9+hekfN6Wo5KjVKl5qOPPsLMzAxTU1OOHj3K//73P63tPvzwQ9zd3dHR0cHAwIB+/fpJBXVSUhKHDx/G19cXKCiMJ02ahLm5OY6OjlJ6FMDZs2dRqVSMHj0aPT09Pv74Y5o0aSKN//DDDwwdOpSmTZtK6Vf6+vqcPXtW2mb06NHSgwpdu3Z9pgbwCxculGJjx4wZw6xZs9DV1ZXu8cSJE6lZsyZyuZxJkyZx+fJlrVnviRMnYmFhgaGhIdu3bycgIIBatWpRsWJFAgMDpe00Gg0//PADS5YswcLCAoVCwaRJk7TCAPT09Jg2bRp6enp4eXlhbGzMrVu3yn0tgiAIgiC8PAcOHCDu951sHSxSw0vy3H28LS0ttZ6W7datGykpKaxevVprhvZ5lNYwHYpvHh8bGysVaI85Oztz8eJFoKAx+tMz9DKZDvmZT2ZIn272rlaWbwmGRlMwk9u+fXvy8/PZs2cPbdq04fr169IfJ08/aOnn50fNmjXJzMxk+/bttGrVSmp8Hxsbq7V94Z9jY2OLNMEvPB4REcFPP/0kPdkLBbPkhZvkP90AvvBYWb744gtmz56NRqPh2rVreHp6YmFhQefOnYmIiOCzzz7j888/L3RvNMTExEhN7p++lsaNnzxIUXgsPj6erKwsGjVqpHWswstzLC0ttR7Efd5m9oIgCIIgvJicnBxGjx7N8uXLea+qDe9VtSExI5edl6K5+SCdtBwlJgZ6uNkp8G749gYSPveMd7t27di9ezdqtbrEbZ5usJ6fn098fHy5jt+xY0eOHj3KgwcPcHNzY/DgwdJYzZo1WbduHZ07d5ZmOO3t7UlKSiI9/UncaGRkJA4ODkBBUXfw4EFSUlKkfyM3nkWusHqm6y5O4a9TdHV1+fjjj9HV1dX6Wkf21HcuDg4ONG/enF27drFhwwatZCQ7OzuthvWFm9rb2dlJTfCLG3dycmLy5Mla15mVlVVkyceLkslk1K5dG3d3dyly1snJiVWrVml9dnZ2Ni1atNDarzzXaWVlhaGhIdeuXZOOlZqaKgprQRAEQfiPJGTksjLkLmO2/cWAny4wZttfrAy5S2JGLl9//TV169alU6dO0vaPU8OX+NRnTb/3WOJTn6GtXd/aohvKKLw9PDy0vv4vbNy4cSQnJ+Pv78/du3fRaDSkp6drLVuoXr06OTk57N+/H6VSyezZs8vVD7G0humPPd083snJiRYtWjBx4kRycnK4cuUKa9askfqEDxs2jMmTJ0vLHuLj48m9cw59edl/e+REXCFifpdixwzkOugVOoZGo2HPnj0kJydTs2bNUo/bt29fFixYwN9//83HHz/pgdmrVy/mzZtHcnIyMTExLF++XBpr3rw5urq6LF++HJVKxZ49e7TSmQYPHszKlSs5d+4cGo2GzMxM9u/fr/UHSWlkMlmRtdYluXnzJqdPn5aWAQ0bNox58+Zx7do1AFJTU9mxY0eJ+/fq1Yt169Zx48YNsrKymDVrljSmo6PD4MGDGTt2LI8ePQIKUrcOHz5crnMTBEEQBOHlCI1KYciGi7h/9RtLjoWx+3Isv918xO7LsXxzLIzm84+z8pqaIRPn/Nen+sorteqMiorC3d292DErKyvOnj2LgYEBLVu2RKFQUL9+fdLT06Xm5qampnz//fcMGjQIBwcHjIyMinQ5KU5pDdMLe7p5/JYtWwgPD8fe3p7u3bszY8YM2rdvD8Bnn31Gt27d8PT0RKFQ0KxZM/STy17DDaBKT0DfofgiWgMYVdCla9euGBsbY2JiwuTJk/npp5+01qUXp3v37tISmIoVK0rvT5s2DUdHR6pUqUL79u3x9vZGX7/gr8MKFSqwa9cu1qxZg5mZGRs3bqRLly7SeOPGjfnxxx8ZOXIk5ubmVKtWrdwPT0ZFRaFQKKhTp06J2yxYsABjY2OMjIzw9PQkICCAoUOHStczfvx4evfujYmJCbVr1+bgwYMlHqtz586MHj2a999/n2rVqkkPpD6+lq+++kp638TEhPbt24s13IIgCILwLypPsndevga9Ko0YMHsNZpbWtGnThpSU8sfIv01KDdBp0aIFZ86c+TfP519XnobviQeWUdHNHcOqjbTefxkN311dXVm1apX0B0JxVqxYwdatW7WiXwtr2rQpw4YNIyAg4LnPAwriYq9du8a8efNe6DjP68aNG9SuXZvc3NxSQ5QEQRAEQfjnPUn2LnlZcWEPN36JY48JVHtwgiE+XbS+zX+ai4sLq1evLrX+eROVOuP9phfdUL6G75Zeo4sU3fDiDd9//vlnZDIZbdu21Xr/wYMH/P7776jVam7dusWiRYvo3r27NB4SEsLDhw9RqVT89NNPXLlyRWtN1fPy8/P714vuX375hdzcXJKTkxk/fjxdu3YVRbcgCILwxiucW/FYYGCgtET2aSdOnKBOnTqYmZlhaWlJ9+7diYmJ0drm2LFjNGzYUFphsH37dmksPz+fKVOmYG9vj0KhoEGDBqXOSodGpTDnwE2p6M68HsKDn8YRuagHUcs+4cFP40i/tF/rmTPjeh25v3o0J89ewKZG0brp3+Dh4cHq1av/k88uj7e+wnnc8P1Z/qKDF2/47uHhwfXr19mwYUOR9et5eXkMHTqU+/fvY2ZmRu/evRk+fLg0fuvWLXr16kVmZiZVq1Zl586dUkeU182qVavo378/urq6tGnThu+///6/PiVBEARBeOW8++67HD58GHt7e3Jzc5k6dSqffvopv/76KwDXr1/H19eXn376iQ4dOpCamqpVWE+fPp0zZ87wxx9/ULlyZa5du4aBgUGJn1c42Tvt3C5Sz+3CwnMYhlUaIqtgiDLuHqnnd2Fc1xPkegAY12mHcZ12yGSw8a94WtZyfun3QaVSvdYTdC8//eY15NfMhcleNTHU0y2z4TtqNXKZ+oUbvgcHB/Po0SM6duxYZMzZ2ZmrV6+SmZlJTEwMixYtktomAgwZMoS4uDgyMjK4cuUKH3zwwXOfx3/t0KFDpKamkpSUxC+//PLa/gEhCIIgCP+kSpUqYW9vL73W1dXVmjGfPXs2Q4cOpXPnzsjlciwtLXF1dQUgOTmZb775hh9//BFnZ2epM1lJhXdCRi4hYfFoNKDOySTl9CYsPD/FyK0lOvoVkclkVLB1xbrb/5D9f9GddecCsWtHE7m4J1HL+7PjhyUkZjxpqLFhwwacnZ2xtLRkzhzthzCLSxdPSkoCIDw8HJlMxpo1a6hcuTJt27YlJycHPz8/LC0tMTMz47333iMuLo7Jkydz6tQpRo4cibGxMSNHjgQKnvNzcnLCxMSERo0acerUqZfwG3k+ovD+f37NXNg2pOyG782djUj/ZSat7cWtEwRBEATh3xMZGYmZmRmGhoYsXLiQL7/8Uhp7HJRXp04d7Ozs8PPzk4rXv//+G7lczs6dO7G1taV69ep89913JX7Ozj+ftPrNjb2JRqWkYvVmJW4PoKOnj1WXcTiN3YZNz+mkXjrAlKXrgILZ+E8//ZQNGzYQGxtLYmKiVjvh4tLFR4wYoXX8kJAQbty4weHDh/npp59ITU0lKiqKxMREVq5ciaGhIXPmzKFVq1YsX76cjIwMqSvce++9x+XLl0lKSsLX15eePXuSk1O+rJaXTVSPhdR1NGOlX2POjG/L2A7V6V7fgXZuNnSv78DYDtU5M74tW4a35TP/7gwaNIhSnksVBEEQBEF4qSpXrkxKSgoJCQnMnj1bChYEiI6OZsOGDfz888/cvn2b7OxsRo0aJY2lpqYSFhbG/fv32blzJ4GBgRw9erTYz7n5ME3qXpKflYZORRNkOk+eh3u44Qsil/gQufBjciKvAmDgXJcKNi7IZDpUsKlCxZqtOfd7QZ7Jzp076dKlC61bt0ZfX59Zs2ZpLbMtLl18586dqFQqaZvAwECMjIwwNDRET0+PxMRE7tyjs8TwAAAgAElEQVS5g66uLo0aNcLExKTE+/Z4dlwul/P555+Tm5v7n3VJe30XyfyDHjd8L8mXX34ptfQbNGgQUPC1zM4/o7n5MI20HBUmBnLcbE3o2ejtTWcSBEEQBKF4urq6KJVKrfeUSiV6enpl7mthYUG/fv2oV68eMTExyOVyDA0NCQgIoHr16gBMmjRJ6hhiaGgIFLQrNjQ0pG7duvTu3ZsDBw7QoUOHIsdPy3lS8OoaKlBnpaFR50vFt63/QgCiv+sHmoICPTf2FsnBQSjjI9CoVWhUStKaFHz+04ncRkZGWFpaSq+LSxfX1dUlLi5Oel14f39/f6KioujduzcpKSn4+fkxZ86cEu/dwoULWbNmDbGxschkMtLS0khISCjzPv8TROH9HORyOUFBQbz//vs41W/JzzcyCAkrSOQs3N/SQP6QJcfC8KhhzfA21ajn9HwPYgqCIAiC8GapXLky4eHhWmF79+/flwrnsqhUKh49ekRaWhoWFhbUrVtXKx268M9169Yt8t7TidqFmRg8KQ/1HdyQyfXICjuLkVvx2S4ACb9+jaJhFxS9ZiCTVyDp2A/o6RYU8HZ2dty4cUPaNisri8TEROm1k5MTa9euLTY7Jjw8vMj56unpMX36dKZPn054eDheXl7UqFGDgQMHFrmuU6dOsWDBAo4fP06tWrXQ0dHB3Nz8P1u1IJaaPKfatWvTccQshm2/WWpT+VyVmiPX4+j941k2ng3/b05WEARBEIRXio+PD7NnzyY6Ohq1Ws2xY8fYu3cv3t7exW6/a9cubt26hVqtJj4+nnHjxtGgQQMsLCwACAgIYN26ddy7d4+srCzmz59Ply4Fqduurq60atWKOXPmkJuby40bN9i6das0HhwcrFWwutmaSMneOgbGmLr3IenICjJvnkadm4VGoyYv7h6avCfrpNV52egYKpDJK5Abe4us6yGYGBYU8N7e3uzbt4/Tp0+Tl5fHtGnTUKuf1EzFpYvv2bOnxHt34sQJ/v77b/Lz8zExMUFPT0+aLa9UqRL37j0JSExPT0cul2NtbY1KpWLmzJmkpaWV87f08onC+zltPBvORbUzGl29UsN3ADQayFbmM+fADVF8C4IgCILAtGn/x955RkV1tW34mhmQNvSOIqDGiFiir8aCvfeKKLwqNqxRY0w00Vhjib3GmGgiKnZNLCjGivVVSSyJBREiXRGkI2WA+X7wccJItRvd11qsxZxdzznoPGefZ9/3TJo2bUqzZs0wNTVlypQpbNu2jVq1ahVbPzo6mk6dOkkO03K5nF9//VUqHzZsGIMHD6ZRo0Y4ODigo6PD6tWrpfIdO3YQHh6Oubk5Xbt25ZtvvqFt27ZAvnN106ZNpbpu/9F0GTdu7IZp2+GkXN5H1JpBRK0eyOOjazFpPRSdSvkr9mYdxpB0zpeI5f1IvrATZc3mVDbLd+V2cXHhu+++w9PTE1tbW0xNTTWczItzF798+XKJ1+7hw4e4ublhZGSEs7MzLVu2ZNCgQVJfe/fuxdTUlAkTJtCxY0c6depE9erVcXBwQFdXVyNt5XVTqnPl+4CjoyOxsbEoFAq0tbVp2rQp69evL/Wm3IhMYsCGS2Socp95PD1tBbtGNn5u/W+BQCAQCASCl8mIESPo16+fhsRxeZy9S+JlOHu/q4gVb+DQoUOkpaXx4MEDrK2tpV3AJVFYVL4AdV75gvDMnFzWBYSUXVEgEAgEAoHgNbBx48YiviLlcfYuiRd19n6XEYF3IXR1dXFzc+P27dsAZGVl8fnnn1O5cmWsra0ZPXo0kXFJnAmOIyPsT6K+8yL50l4i1wzk8eGV5KmyiPdbTuSK/kRvGE3ypb35O37/n5zUxzzat4CNo9ri4Oio8Qpo9uzZuLu7M3jwYAwNDXFxceH3339/7ddAIBAIBAKBoMDZW0/72ULFF3X2ftcRgXchnjx5wq5du2jcOF8k/ssvvyQ4OJjr168TEhJCdHQ03p9+KdXPTUskLyOVSmM2YdbpE5Iv7CAn+RF2Y37Cuv880m8FSHXV6jzi9s5F28qJqhO34v3tJlauXMlvv/0m1Tl48KAkjdOjRw/JcUkgEAgEAoHgdfMszt4yWX467Ys6e7/riMAb6NWrFyYmJhgbG3P8+HG++OIL1Go1P/74IytWrMDMzAxDQ0OmTZvG/44f+ke9RCbHpPl/kWlpI9fW4cmdcxg36YdCV4mWkQWGDbpLY2Q/uEduRgomzTzIUit4LDPF29ubnTt3SnWaNWtGly5dUCgUDBo0iBs3brzuSyEQCAQCgUAgUV5n7441rdk1srEIustA6HgD+/fvp127duTm5nLgwAFatmzJ9evXefLkCf/5z3+kemq1midZKkz//7NC3wiZVgWpPCctAYWRpfRZy9Din7LkR+SmPiZiRX8A1sllVFBA8+bNpTo2NjbS7/r6+mRmZpKTk4OWlrhNAoFAIBAIXg7PavpX4Oz9OC2LvVejCHqQSkqmCiNdbWrYGuJWX5gFlhcR0RVCoVDQp08fRo0axaVLl9DT0+PWrVtUrFhRqvPprmvsvx6T/+Gp9y4KpRm5qfFgURmAnNR/XJG0jCzQMrGm4qgNAPT+qCIr+n/0is9IIBAIBAKBIJ8bkUl8FxDy3KZ/ZTl7C8pGpJoUQq1Wc+DAARITE3FxccHb25tJkybx6NEjIF9DMy/iuiQq/zQGNZqR/L895GamkZMaT+offlJZBdvqyCvok3xpLxXUKqpb6XPz5k0CAwNfy7kJBAKBQCB4f/G9FMaADZeE6d8bRgTeQPfu3VEqlRgZGTF9+nQ2b96Mi4sLixYtolq1ajRu3BgjIyPatWuHDYkl9mPs6oGWoQXR3w8ndufX6H/oikyhDYBMrsDSbSbZsX/z99phfNWnESNGjCA5Ofl1naZAIBAIBIK3EB8fH5o1a1auurNnz2bgwIHP1L/vpTDmH7lDhir3lZn+BQQEaJjiCIrnvU81CQsLK7FMV1eXBQsWsGDBAs02W3/neG4dKo3brHFcXkEXi+6Tpc+pV4+gKJTnrWVojlWvKcWKys+ePVvjs6OjI++5t5FAIBAIBO8M58+fZ8qUKdy6dQuFQoGzszMrV66kYcOGr3TcG5FJzD8SRIYqr+zKhchQ5TH/SBB1KpkIacCXiFjxfg5KEpXPSUsgM+o2anUeqsdRpFz5Ff3qTTTqCFF5gUAgEAjeL1JSUujWrRvjx48nISGB6OhoZs2ahY7Oq9+QWJzpX3kRpn8vHxF4Pwclisrn5pBwdC2Ry/sRu2Maeh80wrB+F6lYiMoLBAKBQPD+ERwcDICHhwcKhQI9PT06dOhAnTp1iq0/ceJE7O3tMTIy4j//+Q/nzp0rtp5KpcLDw4O+ffuSnZ3Npk2bcHZ2xtDQkCpVqrBs9VrOBMcVm16iSozh4bYviVjhTuQqT+L2L5LKMqPu8MBnEuHL3fGZ4on/iQCpLCEhgaFDh2JnZ4epqSm9evUqdm6rV6+mZs2aREVFFWtImJGRAfyTorJs2TKsrKywtbVl06ZN5bms/0re+1ST56VAp3L+kSAyc/JzprSMrbAbsa5IXZksf6V7epcaQt9SIBAIBIL3jOrVq6NQKPDy8mLAgAE0btwYU1PTEus3bNiQmTNnYmxszKpVq+jXrx9hYWHo6upKdTIyMnBzc8PS0hJfX18UCgVWVlb4+flRpUoVzp49S/uOnbAduBiZZZUiYySd9UXPqR7WngsgN4esB/cAyM1IJW7PbEzbj8KgZktUwRdw692TiLC/MTc3Z9CgQSiVSm7duoVSqeTixYtF+p47dy779+/nzJkzWFpaMmnSJEJDQ7l+/Tra2tp4enoyd+5cFi5cCMDDhw9JTk4mOjqa48eP4+bmRq9evUq9Rv9WxIr3CyBE5QUCgUAgEJSFkZER58+fRyaT4e3tjaWlJT169CA2NrbY+gMHDsTc3BwtLS0mT55MVlYWd+/elcpTUlLo1KkTVatWZdOmTSgU+emvXbt2pWrVqshkMlq2bIl97cakhv1V7BgyueL/PUYSkGlVQNfeBYCM0EC0zOxQ1mqDTK6gQo0WGNk6cOjQIR48eIC/vz/r16/H1NQUbW1tWrZsKfWpVqv57LPPOHbsGKdPn8bS0rJEQ8LCBoLa2trMnDkTbW1tunTpglKp1Djfdwmx4v2CvKio/LOK2AsEAoFAIPj34ezsjI+PDwBBQUEMHDiQTz/9lB07dhSpu3TpUn766SdiYmKQyWSkpKQQH/+PN8ilS5dQqVTs2LEDWSFPEX9/f+bMmUNwcDB5eXmkpqVj2Mi62PmYth5G0rmtPNzyGXJdJUYNe6Gs24HctAS0jKw06uqZ2hAdHU1kZCRmZmYlrkQnJSXx448/smvXLoyNjQGIi4sr1pAwN/efvPOCh4wC9PX1SUtLK+lS/qsRgfdL4llF5V9UxF4gEAgEAsG/kxo1ajBkyBB++OGHImXnzp1j8eLFnDx5EhcXF+RyOaamphpKZwX54W3btiUgIABra2uysrLo27cvW7ZsoWfPnmhra1O1YWvii4yQj0JpinnnCQBkRt4idufX6FSuhUJpRk7KI426mYmxVKxYEXt7exISEkhKSsLEpGhsYmpqiq+vL+7u7vz666+4urpiYWFRrCHh+4pINXkDCBF7gUAgEAjeH4KCgli2bBlRUVEAREZGsmPHDho3blykbmpqKlpaWlhaWpKTk8PcuXNJSUkpUm/KlCl4enrStm1b4uPjyc7OJisrC0tLS7S0tPD39yfyr0toyYo0BSA96Dw5KflhuVxXmb9yLpOjV7UBqoQY0m8FoM7LJfvuOZIe3Kdbt27Y2trSuXNnxo4dS2JiIiqVirNnz2r026pVK7Zt20afPn24cuUKcrm8WEPC33777UUu6b8WEXi/Zl6HiL1AIBAIBIK3B0NDQy5fvkyjRo0wMDCgcePG1KpVi2XLlhWp27FjRzp16kT16tVxcHBAV1cXe3v7YvudMWMGvXr1ol27dqhUKlavXo27uzumpqZs376drt26lzin7AfBPNzyGRHL3Ijb9w2m7UaibWKDQs8IK7eZpFz5lchVHiT8bx979u3HwiLfl2Tr1q1oa2tTo0YNrKysWLlyZZG+27dvz88//0z37t25evVqsYaE72oOd1nI1MKl5bVxIzKJARsukaF6dj1NPW0Fu0Y2fiVShLNnzyYkJARfX99nKnsbCQsLw8nJCZVKpZEv9jz4+PiwceNGzp8//5JmJxAIBALB62Xk1t85fie2zMW+4pDJKNb0T/D8lLrifeDAAT766COMjIywsLCgTZs23L9/v8xOn7Y+TUlJwdXVVdKZLCA7OxtnZ2cNi9H4+HhcXV0xNzfHxMSEJk2acOHCBam8PFap9+7dQ1dXt9R6Dx48oEePHtjZ2SGTyYo4WLq4uKBUKqUfLS0tunf/58lRJpNhYGAglY8YMaLM6/JdQAgh33mTduNYkbKUwAM88Pm0xLalidgPGTKEr7/+uszx3xTPY28rEAgEAoHgxSnJ9K88CNO/l0+pgffgwYNZtmwZycnJ3L9/n3HjxkmSNeUlMTGRtm3b4uDgwK5du6hQoYJUtmTJEiwtLTXqK5VKfv75Z+Li4khMTGTq1Kl0796dnJycco85bty4Mi1Y5XI5nTp1Yt++fcWW37p1i7S0NNLS0khNTcXe3p5+/fpp1Llx44ZUZ+PGjaWOF5+WxZngOJS125B281SR8vRbpzGo1bbIcbVajVqdh1oNp+/G8Tgtq9Rx3kWe5d7/m8cUCAQCgeBlU2D6p1A/29t2Yfr3aig18HZycqJt27bIZDIMDQ3p27cvlStXJiYmBj09PRISEqS6165dw8LCApVKJR2Li4ujdevW1KpVC19fX41X//fv38fX15evvvpKY0xdXV0+/PBD5HI5arUahUJBYmKixlilsXPnTkxMTGjbVjOIjYiIwMTEhIiICACsra0ZO3ZsmQE6wNmzZ4mPj6dv377lmkNx7P0jf0OFgUsbsqJuk5P8z47h7PgIsh+FYVCzBQAPt31J4pktPNz6BZHL+pKT9BDV40iitk2jsp01H374Ibt37wbgxx9/ZNu2bSxevBilUimtyn/77bdUrVoVQ0NDatasya+//lqueT7tgvU0Bw8exMXFBRMTE1q1asWdO3ekskWLFlGxYkUMDQ358MMPOXnyJEePHmXBggXs2rULpVJJ3bp1AUhOTmb48OHY2tpSsWJFvv76a0layMfHB1dXVyZNmoS5ubmU7tKyZUuMjY2xsLCgf//+5Tqfffv24ejoyPnz59HX1+fx48dS2dWrV7G0tESlUhU75tN88cUXNGvWjOTkZA4fPky9evUwMjLC3t6+2PoCgUAgELwNJP3uh+z6r+hqyZGVsNmyAJksP711ehdn4T/yCig1CTYoKIhJkybRo0cPGjZsiFKpBMDOzo4mTZqwb98+vL29Adi+fTtubm5oa2sD+ZairVq1okWLFqxbt05DZxJg/PjxLFiwAD09vWLHrlOnDkFBQahUKkaMGIGVlVWx9QqTkpLCzJkzOXXqVJEV6MqVK5OUlFRmH8WxefNm+vbti4GBgcbxFi1akJeXR9OmTVm+fDmOjo4l9hH0MIWsnDy0jCzQdahD2s1TmLgOACD95in0qjZAoW8s1U+/dRqrfrPRNq+EOjuTmJ/GYdL8v/z3vxsY4qygffv21KpVi5EjR3Lx4kUqVarEvHnzpPZVq1bl3Llz2NjYsGfPHgYOHEhISAi2trYlzrE4F6zCBAcH4+Hhwf79+2nVqhUrVqyge/fu3L59m/v377N27VoCAwOxs7MjLCyM3NxcqlatyrRp04rkiQ8ZMgQrKytCQkJIT0+nW7du2NvbM2rUKAAuX77MgAEDiI2NRaVSMWzYMDp06MDp06fJzs7m999/L/O+bdq0ifnz53PixAmqVatGq1at2L17N2PGjAHyN4gMGDBA+pt9esxdu3YBkJeXx6hRo4iIiODYsWPo6+tjYGDAli1bcHFx4ebNm7Rv356PPvqoROtcgUAgEAjeBAcOHGDhwoWcP3+eVG1T1gWEcPpuHDLyVdQK0NWSowZaf2jJ2FbVxEr3K6LUFe+AgACio6Nxd3fHwsKCIUOGSILmnp6ekui7Wq1m586deHp6Sm0jIyMJDg5myJAhRYLuX3/9ldzcXHr37l3i2H/++ScpKSls375dI1+8NGbMmMHw4cM1csZflCdPnrB3716GDBmicfzMmTOEhYURFBSEnZ0d3bp1KzU9ISXznzKDWm1Jv3UaALU6j/TbZ1DWaqNRX1mrLRUsHZDJFWTc/wMtYyuUddqTplJTr149+vbty549e0ocr1+/ftjZ2SGXy+nfvz8ffPABV65cKXl+JbhgFWbXrl107dqV9u3bo62tzeeff05GRgYXL15EoVCQlZXF7du3UalUODo6UrVq8brmsbGxHDlyhJUrV2JgYICVlRWTJk3ScLGys7Nj/PjxaGlpoaenh7a2NuHh4cTExKCrq1vm38TKlStZsmQJAQEBVKuWn5/m5eUlBf+5ubns2LGDQYMGlTgm/PMGICEhgUOHDqGvrw/kyyXVrl0buVxOnTp18PDw4MyZM6XOSSAQCASCl0V8Whbrz4Ty6a5rDNscyKe7rrH+TKhGSurly5cZMWIEBw4cwMnJSTL9uzi1DZPaV6f3RxVpW8OK3h9VZFL76lyc2ob1AxuIoPsVUuqKd+PGjaWUhsDAQPr378/8+fNZuHAhffv2Zfz48Tx48IDg4GDkcjnNmzeX2tatW5d+/frRuXNnTp48Sb169QBIT09nypQpHDlypMzJ6erq4uHhgbOzMx999JGUplAc169f58SJE1y7dq1cJ15efvnlF8zMzDQsUSF/tRugQoUKrFq1CiMjI+7cuUPt2rWL7cdIt5Aj04dNSDi2jqzoIPJUWahVWehV00x5URhZSL/nJD8iKyaYiBX98VXI2DdRQU5OjkbQ+DRbtmxh+fLl0qbRtLQ0DderpynJBaswMTExODg4SJ/lcjn29vZER0fTqlUrVq5cyezZs7l16xYdO3Zk+fLl2NnZFeknPDwclUqlsfqel5enIZf0tHTS4sWLmTFjBh9//DGmpqZMnjyZYcOGlXg+S5YsYebMmRoPYT179mT06NHcv3+fu3fvYmxszMcff1zimAAhISHcuHGDK1euaOxPuHz5Ml9++SU3b96UtFOf3gMgEAgEAsHLprwGfD2q6TKidy82bdpEgwaaqiTPavoneHmUW8e7YcOG9OnTh5s3bwL57kQdOnRg165dbN++nQEDBhQJ2CZOnMiXX35J+/btpXb37t0jLCyM5s2bY2NjQ58+fXjw4AE2NjZFlEUKUKlU/P3336XOLyAggLCwMCpXroyNjQ1Lly5l37591K9fv7ynWCybN29m8ODBJQajBchkMkpTZqxhY4SOVv7llmvrov+hK2k3T+VvqnRujkyh/XSH0q9aRpboVq5F9S/2sNr/OklJSaSlpfH9999LYxcmPDwcb29v1q5dy+PHj0lKSqJWrVqlzq9Dhw589dVXtG3bltjY2GLr2NnZER4eLn1Wq9VERkZKTlSenp6cP3+e8PBwZDIZU6dOLXZ+9vb26OjoEB8fT1JSEklJSaSkpHDr1q1Cp6/ZxsbGhg0bNhATE8MPP/zA2LFjCQkpXuUF4NixY8ybN09j86yuri7u7u74+vqydevWIg8uxd1jZ2dnNm3aROfOnTU0Rz09PenRoweRkZEkJyczevToUq+vQCAQCJ6f3NxcaZ9Wt27d2Lp165ue0huh3AZ8t2IZt+8ePT5bQrdu3d7QbF8e3377LZaWlvTu3VtjL+G/kVID7w0bNkguQ0FBQRw8eFDDZcnT05MtW7awd+9ejTSTwkyZMoWJEydKYum1atUiMjKS69evc/36dTZu3Ii1tTXXr1/H3t6eS5cucf78ebKzs8nIyGDRokXExsbSqFEjqc+8vDwyMzOln6ysLEaOHEloaKjU7+jRo+natavkjBQWFlZENrCgLUBWVhaZmZkac4+KiuL06dN4eXlpHL916xbXr18nNzeXtLQ0Jk+eTMWKFXF2dgbyNwc+ne/t9h/N9Bdl7bY8uXOOJ3cvYFC7qJpJYfSqNkSVEE3ynyfpWdsalUpFYGCgtLHR2tpa48EkPT0dmUwmKcZs2rRJevApjaddsJ7G3d2dw4cPc/LkSVQqFcuWLUNHR4emTZty9+5dTp06RVZWFrq6uujp6SGXy6X5hYWFkZeX/x+Era0tHTp0YPLkyaSkpJCXl0doaGipqRp79uyRHL9MTU2RyWRS/8Xh4uLC0aNHGTduHAcPHpSODx48GB8fHw4ePFjqG4PCeHh4sGDBAtq1a0doaCiQ7yxmZmaGrq4uV65cYfv27eXqSyAQCATPjkKhICkpicqVK+Pn51fu/7//bchkshIXlQob8KkSYwn/thvqvOKVStQAWhU4m2pepgFfaWM+CwEBAS811bcwO3fu5M6dO8jlcv7666+3Zl7PQ6mB98GDB6lduzZKpZJOnTrRu3dvpkyZIpX36NGDe/fuYWNjU2oayIwZMxgxYgRt27YlPDwcGxsb6cfMzAy5XI6NjY2UJzxu3DjMzc2pWLEiR44c4fDhwxopCzt27EBPT0/6qVq1Kvr6+hr9KpVKdHV1peAzMjISBwcHaXUWQE9PT9owWqNGjSIbPbdu3UqTJk2K5CrHxsbSv39/jIyMqFKlCmFhYfj5+Umb9CIjI3F1ddVoY6HUoWV1S2khW8e+FnIdfbQMLdCxrV7abUCuo4/NgG+oEH6J2tWdsLGxYerUqdJDw/Dhw7l9+zYmJib06tWLmjVrMnnyZJo0aYK1tTV//fVXkfmUdq8KXLCeVpL58MMP8fX1Zfz48VhYWHDo0CEOHTpEhQoVyMrK4ssvv8TCwgIbGxsePXrEwoULAaQUDHNzc+kNxJYtW8jOzqZmzZqYmpri5ubGgwcPSpxXYGAgjRo1QqlU0qNHD1atWkWVKlVKPZe6devi5+eHt7c3/v7+ALi6uiKXy6lfv75G2kxZeHl5MXPmTNq0aUNYWBjr1q1j5syZGBoaMnfuXNzd3cvdl0AgEAieDR8fH2rXri19148ZM+a5BRMg/7uudu3aaGlpFVGlOnz4MM2aNcPExAQbGxtGjBhBamqqVL57926aNm2Kvr4+rVq1eqZxk5KSGDZsGDY2NhgaGlK9enW+/fbbMtvdiExi/pEgMlR5ZdYtTIYqj/lHgvgz6vmv1dtA//79cXZ2Ji8vr8SU3n8L741z5bx587C0tJRUM14lHTp0YNWqVdIKeAFvq3Pl+0abNm3w9PQsl+mRQCAQCN4sy5YtY/HixWzevJm2bdsSHR3N2LFjiYuL48KFCxr7b8rL5s2bsbKyYv369dSrV08j+N6+fTtmZma0aNGCrKwsPD09cXBwYP369QCcOHGChIQEgoKCOHXqFAEBAeUed+jQoaSnp/PDDz9gbGxMcHAwN2/exM3NDchffb53754kClDA0+6TOUmxRK8fTuUpB5DJS/dXKct9sqQxn4WcnBzOnz/PwIEDpbfTb4KcnJwirtUBAQFvfF6FKXeO97+dr7/++rUE3ZCfX/x00A3/iNjraT/bZZflqpjSQUj7vAwCAwO5evVquXXABQKBQPDmSElJYdasWaxZs4ZOnTqhra2No6Mju3fvJiwsTFKqysjIwMvLC1NTU5ydnVm8eHGp6QVeXl507twZQ0PDImWenp506tQJfX19TE1N8fb21nDQbteuHe7u7sWKB5RFYGAgnp6emJqaIpfLqVGjhhR0P02BX4ShkRGbxnUm8ey2EvtND7pA1LphZMeFoUp8wMPt04hc6UHkKk8eHVjCiRv3y2XAd/78eezt7Tl27BhmZmYaaR2PHj1CX1+fuLg4KX1j0aJF2NjYMHTo0CJ9rV69mpo1a5RnEUYAACAASURBVBIVFUVycjKDBw/G0tISBwcH5s2bJ6Wf5ubmMnnyZCwsLHBycmLt2rXIZDJJKW7Tpk04OztjaGhIlSpV+OGHH6QxiptHRkYGQ4YMwdTUlJo1axIYGFjmeb9OSlU1Ebx8CsTo5x8JIjMnl9LeN8hkoKMlx/pRIAeW+jCw0R4pnUXw7Hh5ebF//35WrVpV7H+2AoFAIHi7uHjxIpmZmfTp00fjuFKppEuXLhw/fpxhw4YxZ84cwsLC+Pvvv0lPT6dLly4vbQ5nz57FxcXlpfTVuHFjpk+fTmJiIs2aNeODDz4osW6BX8S5eF0W7zhO5LbpVLCugn71Jhr10v48TvLF3Vh7zEPb1A5VYgzGTfqha1+LvOwnxP2ygISz29h7tX6pSiZHjx7F29ubffv28fHHHzNgwAB8fX1ZtGgRkJ/m27ZtWymF9+HDhyQkJBAeHk5eXh6XL1+W+po7dy779+/nzJkzWFpaMnjwYJKTk/n77795/PgxHTp0wNbWluHDh7Nhwwb8/f25fv06BgYGRRTCrKys8PPzo0qVKpw9e5bOnTvTsGFDKXX16XnMmTOH0NBQQkNDSU9Pp3Pnzs92k14x782K99vEwMaO7BrZmI41rdHRkqOrpXkbdLXk6GjJ6VjTmt0jm3D8+1nk5OQwePBgyd2xgPLoeAry2bx5M8nJyUU02QUCgUDwdhIfH4+FhUWR9AHI36hfIASwe/dupk2bhqmpKZUqVWLChAkvZfzjx4+zefNm5s6d+1L6W7NmDf/9739Zu3YtNWvWpFq1atIepKcp8IsIfpQG5g4Y1GxBZoSmUEJK4AFSLv+CtedCtE3zV+C1Te3Qc6qHTEsbhb4xRh/3Ii3sL4IepBY3DJAvYDBq1Cj8/f0lmV0vLy927NghKXY9rQYml8uZM2cOOjo60h45tVrNZ599xrFjxzh9+jSWlpbk5uayc+dOFi5ciKGhIY6OjkyePFlSptm9ezcTJ06kUqVKmJqa8uWXX2rMrWvXrlStWhWZTEbLli3p0KED586dK3Eeu3fvZvr06ZiZmWFvb//S/hZeFmLF+w1RIGL/OC2LvVejCHqQSkqmCiNdbWrYGuJWvxLmSh2p/t69e+natSsjR45kw4YN/BWdUi4dz7Etq1HXXqSoCAQCgeDfh4WFBfHx8cXm7j548AALi3zPi5iYmFK9IJ6HS5cu4enpyd69e6levXQRhPKip6fHtGnTmDZtGikpKXz77bf069ePiIgIzMzMNOoW+EX874/rZGdno85RYVBD0zwu5fIvmLgOQKuQ90dueiIJJ34kK/IWedkZoFYj11WSklmyDN/KlSsZPHgwtWrVko41atQIfX19AgICsLW1JSQkhB49ekjllpaW6OrqavSTlJTEjz/+yK5duzA2znfjjo+PR6VSaQgaODg4EB0dDZR97/z9/ZkzZw7BwcHk5eXx5MkTjQ2WT8/j6f6eRUjhdSBWvN8wBSL2K/p/xE9eDVnR/yNGtaiqEXRDvgb1gQMHCAoKoufkpfTf8L+ydTxvxzJgw6UypYQEAoFAIHgbadKkCTo6Ovzyyy8ax9PS0vD396dt23w5XltbW43Nc5GRkS807rVr1+jRowc///yzNMbLxsjIiGnTppGens79+/eLlBf4RYz4zp/Kk3ZjWK8z/y8UKGHdfy7JF3eRHvRPDnrimS2ADNvh31H5sz1YdJ8MqDHSLTlVdc+ePVIqZmEKHJ+3bt2Km5ubRoBbnPeFqakpfn5+DB06VMqLt7CwkNynC4iIiJBU5kq7d1lZWfTt25fPP/+c2NhYkpKS6NKli4ZvxtPzsLW11egjIiKixPN+E4jA+xXi4+NTorV5aWUloVQqGTLvJ/7S/oBMVV6p+eEAajVkqHKZf+TOWxl8Ozo6cuLEiTc9DYFAIBC8pRgbGzNr1izGjx/P0aNHUalUhIWF4e7uTqVKlaTUB3d3dxYuXEhiYiLR0dGsXbu21H5VKhWZmZnk5eWRk5NDZmamlMp58+ZNOnXqxJo1a+jevXuRtrm5uWRmZpKTkyP5ihQ2dXF0dMTHx6fYcb/55hsCAwPJzs4mMzOTVatWYWJiwocfflikboFfRK3KluTF3iP9dlGvC21LB6zc55Bw/Hue3MvPsVZnZyCvoItcR5+c1HhSLv+CDKhhW/LeJjs7O06ePMmqVaskcz6AgQMH8uuvv+Lr68vgwYNLbF+YVq1asW3bNvr06cOVK1dQKBS4u7szffp0UlNTCQ8PZ/ny5QwcOBDIv3erVq0iOjqapKQkKacckJyhLS0t0dLSwt/fn2PHjpU6fuG/haioKNasWVOueb8u3pnAu1OnTsycObPI8QMHDmBjYyPtjn0WZs+eLf1hvA3ciExi+ekwUORLJ6X9eYKHvlNKb8S7o+MpEAgEgvePKVOmsGDBAj7//HOMjIxo1KgR9vb2nDx5Eh2d/LfDM2fOpFKlSjg5OdGuXTvc3NyksuLw9vZGT0+PHTt2MH/+fPT09KSc42XLlhEXF8fw4cNRKpUolUqNzZVbt25FT0+PMWPGcO7cOfT09PD29gbyA8XHjx9rmA0WRiaTMXToUCwsLLCzs+P48eMcPnxY8hQpTIFfxOfdPiLh3PYiaSYFVLCugpXbLB77ryEj9HeMXT3IfhhK5Ir+PNozR9qM6Va/dBOZypUrc/LkSb799ls2btwI5Kd91K9fH5lMRvPmzUttX5j27dvz888/0717d65evcqaNWswMDCgSpUqNGvWDE9PT4YNGwbk34sOHTpQp04d6tWrR5cuXdDS0kKhUGBoaMjq1atxd3fH1NSU7du3a6S7FMesWbNwcHDAycmJDh06vHVmS++MjveOHTuYPn06oaGhGq8d3NzccHBwYNmyZUXa5ObmolCUrH85e/ZsQkJCJLmiZ8XHx4eNGzdy/vz5Zyoriad1PNP+PEHan8ewGbi4zLbF6XgWlzP3OnF0dGTjxo20a9fujc1BIBAIBO8e33//PTt37izVEflVcP78eb777jt27NjxUvt9+vv/WShLx7sshg0bhp2dHfPmzXuu9s+Kv78/o0eP1khNeZd4Z1a8e/XqxePHjzV2uiYmJuLn5ye9HhkyZAhjxoyhS5cuGBgYcPr0aWJiYujbty+WlpY4OTmxevVqIF9WZ8GCBezatQulUik5c5amJ1kWX3zxBc2aNSM5OblI2cWLF2nYsCHGxsY0bNiQixcvSmU+Pj44OjmxcUQLItcNJ+3WaVTxkTz+7TuyooOIWOZGxIp8XWp1jorEUz8RtW4okasH8vjoWvJUWajVcPi3k9hV1NS7jI+Pp1u3bpiYmGBmZkbz5s0lbc3CqNVqJk2ahJWVFUZGRtSuXVuyoS9NnxNgw4YN0jWrWbMmV69eLdL/nTt3cHJykv6z8vPz46OPPsLExISmTZvy559/SnUdHR1ZunQpderUwdjYmP79+5OZmVnu+yAQCASCd4sHDx5w4cIF8vLyuHv3LsuWLaN3796vfR7NmjV76UE3wLhW1dDVKt0opyR0tRSMbfV85jhhYWH88ssvDB8+/Lnal4eMjAyOHDlCTk4O0dHRzJkz543cu9fFO6Nqoqenh7u7O1u2bKFFixZAvkRNjRo1NOzst2/fzpEjR/Dz8yMzM5PmzZvTs2dPduzYQVRUFO3atePDDz+kU6dOTJs2rciKd1l6ksWRl5fHqFGjiIiI4NixY+jr62uUJyQk0LVrV1avXo2Hhwd79uyha9euhISEoKury4QJE/jsu33sCM4hPSmevIxUtC3sMe84rsiKd2KADzlJD7AduhqZXEH8wSUkX9iBaashyIDYWE29y7lz51KpUiXi4vLVUS5dulTsholjx45x9uxZgoODMTY2JigoCBOTfLWU8ePHl6jPuWfPHmbPns3+/ftp0KABoaGhRbTIr169Sq9evVi3bh3dunXj2rVrDBs2jEOHDtGgQQN8fX3p0aMHd+/elV4d7t69m6NHj6Krq4urqys+Pj6MHj26PH8qAoFAIHjHyM7OZtSoUdy/fx8TExMGDBjA2LFj3/S0XhoFBnzzj9x5Jtt4PW0507vUeC4DvhkzZrBixQq++uornJycnrl9eVGr1cyaNYv+/fujp6dH165dX5p849vIO7PiDfm7b/fu3Sutfm7ZsgUvLy+NOj179sTV1RW5XM5ff/1FXFwcM2fOpEKFClSpUgVvb2927txZ4hhl6Uk+jUqlwsPDg4SEBA4dOlQk6IZ8d6oPPviAQYMGoaWlhYeHBzVq1ODQoUNAvkZl4LUbZGRkoKU0o4Jl8dI4arWatBtHMW3rjULPELmOPsZN3Um/kz+/7Nw8QKahd6mtrc2DBw8IDw9HW1ub5s2bFxt4a2trk5qaSlBQEGq1GmdnZ2xtbcvU59y4cSNTpkyhYcOGyGQyqlWrpiHtc+7cOXr06MGWLVvo1q0bAD/++COjRo2iUaNGKBQKvLy80NHR4dKlS1K7CRMmYGdnh5mZGd27d+f69esl3gOBQCAQvNs4ODhw8+ZN0tPTiY6OZtmyZc9lJf+6eB4PjoGNHZnexRk9bQXFfE1rIJOBnraC6V2cJeO+Z+Wbb74hLS2N6dOnP1f78qKvr09gYCCpqak8evSITZs2YWRk9ErHfJO8MyvekP+Kx8LCgv3799OwYUOuXLlSRIKosLZjeHg4MTEx0sot5Od9l7aBoCw9yacJCQnhxo0bXLlypcT/BGJiYoroTBZoXBoYGLBr1y6GTZ7Jg5Bb6FZyxrTNcLTNi2qU5j1JRq3K4oHPp4WOqqFQ2oeuoamGHNAXX3zB7Nmz6dChAwAjR44sIl4P0KZNGz755BPGjRtHeHg4ffr0YenSpWRkZJSqzxkZGUnVqiU7Za1fv56WLVvSqlUr6Vh4eDibN2/W2ImcnZ1NTEyM9NnGxkb6XV9fX6NMIBAIBIK3kRuRSS/kwTGwsSN1KpmwLiCE03fjkJEvIfxPH3LUQOsPLRnbqtpzrXQLXi3vVOANMHjwYLZs2cLdu3fp2LEj1tbWGuWFV3Pt7e1xcnLi3r17xfb19MpvgZ7kli1b6NmzJ9ra2vTq1YvS9qc6Ozszbtw4OnfuzKlTp4qVDLKzsyuyiSAiIoJOnToB0LFjR/olWfFL4H2Szm7lsf+a/PSSp+Yn1zdCpqWD3Yjv0DK0oDjkcs02hoaGLFu2jGXLlnHz5k3atGlDw4YNi9UtnTBhAhMmTODRo0e4u7uzZMkSZs+eLelz1qxZU5p7gT6nvb09oaGhJV6f9evXs2jRIiZNmsSKFSukNtOnT3/lT9kCgUAgELwufC+FMf9IEJk5ucVukiwIoI/djuVscDzTu9QodrX6WQ34BG8X71SqCeQH3idOnGDDhg1F0kye5uOPP8bQ0JBFixaRkZFBbm4uN2/eJDAwEABra2vCwsKkjYLPoycJ4OHhwYIFC2jXrl2xQWiXLl0IDg5m+/bt5OTksGvXLm7fvk23bt2IjY3lwIEDOBlroaurg7yCHsjyb5vCwISclHjUufn6oTKZHGXdDiSe3Ehuer50YE5qPBl//wFABYUcLYVm4O3n50dISAhqtRpjY2MUCgVyedE/i8DAQC5fvoxKpcLAwABdXV3kcnmZ+pwjRoxg6dKl/PHHH6jVakJCQjQeMgwNDTl69Chnz56VVtq9vb1Zv349ly9fRq1Wk56ezuHDh0lNLdnuViAQCASC5yEgIIBKlUqX2ntR8oPuO2Soig+6AeL9VpB4dmu5PTjKa8D3rAiPjVfLOxd4Ozo60rRpU9LT08vUelQoFPj5+XH9+nWcnJywsLBgxIgRkupIv379ADA3N6d+/frPpSdZgJeXFzNnzqRNmzaEhYVplJmbm+Pn58eyZcswNzdn8eLF+Pn5YWFhQV5eHsuXL2dG/2aELu1PZsRfmHXM3zCi61CHCpaViVoziMhVngCYth6KlqktD7dMJmJ5P2J3fo0qIT/tQw3oaWu+5Lh37x7t2rVDqVTSpEkTxo4dS+vWrYvMPyUlBW9vb0xNTXFwcMDc3JwvvvgCoFR9zn79+jF9+nQ8PT0xNDSkV69eJCQkaPRtYmLC8ePH8ff3Z8aMGTRo0IANGzbwySefYGpqSrVq1Uo0IxAIBALBu42joyN6enoolUpMTU3p2rXrCztTvmzCwsKQyWTFeobciExi/pGgZ9oUCcKD413lndHxfh94kzqeAoFAIBC8CQp7PmRmZjJ27FgSEhLYv39/sfXL8uh4moCAAAYOHKhhW/6shIWF4eTkhEqlKuKPUd7v7ni/FSiMLDBt8Y/hy5v47hYeG6+Wd27F+13mTel4CgQCgUDwNqCrq4ubmxu3b9+Wjj2LRwfk60YPGTIEU1NTatasKaWXFlBa2ytXrtCgQQOMjIywtrbms88+A5BkjE1MTFAqlfzvf/8jNDSU5i1b8dOoNkSs9CTu4BLyMtOkvrIfhvJg00Qilvcjbv8i1LnZUlnuk2Qe7ZlD+PL+bPBuTZOmrsJj4x1BBN7/Igp0PPW0n+22vYiOp0AgEAgEbwtPnjxh165dRSzZt2/fLu01atq0Kd27d6du3bpER0dz8uRJVq5cyW+//QbAnDlzCA0NJTQ0lN9++43NmzdL/eTl5ZXaduLEiUycOJGUlBRCQ0Nxd3cH4OzZswAkJSWRlpZGkyZNUKvV1O8xlCoTfbHz/p7clHiSzm8HQJ2r4tEv8zBwaY39xB3o13Dlyd1/jPNSrvyKwtAc+wnbqDZpO64e48v02EhOTmb37t2Ym5sDmh4bZ86cYcuWLWzatAlA8tjYsmULKSkpHDx4UGpXwNWrV+nYsSNr1qzBw8ND8tj44YcfePz4MaNGjaJHjx5kZf0jgVjgsXH//n3+/PNPkSZaDCLw/pfxqnQ8n0dTVCAQCASC10GvXr0wMTHB2NiY48ePS3uMCngWj47du3czffp0zMzMsLe3Z8KECVI/gYGBpbbV1tYmJCSE+Ph4lEplkQeAwlSrVg1ZpTqoUKDQN8bo415kRuSvRmdF34W8XAwb9kSm0MKgRjN0bD+Q2srkWuSmJZKT8ogstZxcqxrCY+Md4Z2TE3wfeJk6ni+qKSoQCAQCwatm//79tGvXjtzcXA4cOEDLli25ffu25OnwLB4dMTExGvULB5xltf3pp5+YOXMmNWrUwMnJiVmzZkmB6dPExsZycPlUom7/QV52BqjVyHWV+X2mPUahNNcIphVGVtLvRo36kHR+O492zgDgXHs36L+2yBjCY+Pfx3u14p2bm4uJiQkRERF069ZNevL7N1Kg43lxahsmta9O748q0raGFb0/qsik9tW5OLUN6wc2KDboTklJoXXr1piYW9Jp3FyO34klKydPI+iG/GA+KyePY7djGbDhUqmyRv9GtmzZgo2NDS1btiQpSewaFwgEgrcdhUJBnz59UCgUnD9/XjpenEdHUlKS9JOamsqRI0cAsLW11VBFiYiIKHfbDz74gB07dvDo0SOmTp2Km5sb6enpxa5GT5s2DW0tObbDv6PyZ3uw6D6ZfH0xUCjNyE17rOEDkpsSJ/0u19HHrO0IKo75CUu3Gdw+tp2TJ08We00mTJjAH3/8we3btwkODmbJkiVYWFhIHhuFz/NZPDYiIiKYNGmSxrWZPn26xrV58uQJHh4eJfYjKMp7FXgrFAqSkpKoXLkyfn5+DBo0SKN89uzZkv70v4Xn0fE8ffo0OlZOWAxaTsIfR8rcaV1eTdHCvCwd0NIkml6UH3/8kd9//5169epx6tSpt2ZeAoFAICgetVrNgQMHSExMxNnZudg6ZXl0uLu7s3DhQhITE4mKitJYwS2rra+vL3FxccjlcmlVXC6XY2lpiVwu5++//5b6Sk1NxdLUGD0DJTmp8aRc/sdJW6diDZArSP39IOrcHJ7cvUjWg2Cp/EnIFVSJMajVavT0DdHW0hIeG+8I71Xg7ePjQ+3atdHX18fGxoYxY8aUe6Xz0qVLtG/fHjMzMywtLenXrx8PHjyQylesWEGVKlUwMjLCzs6OSZMmlTsoy87OZvLkyVSqVAmlUomjoyOffvqP7fvLFrO3+KAeZy//zv2NEzD8qFO5271rmqIjR46kQYMGXLt2jTZt2rzp6QgEAoGgBLp3745SqcTIyIjp06ezefNmXFxciq1blkfHrFmzcHBwwMnJiQ4dOmgswpXV9ujRo7i4uKBUKpk4cSI7d+5ET08PfX19pk+fjqurKyYmJly6dIlZs2aRGn2PkCX9eLRnDvrVm0jjyBTaWPaeRtpfJ4lc5UH6nXPoV28qleckxBC742sil7sR4fMZY8eOER4b7wjvjY73smXLWLx4MZs3b6Zt27ZER0czduxY4uLiuHDhAhUqVGD27NmEhITg6+tbpL2/vz9paWl07NgRLS0tPvnkE2JiYjh69CgAoaGhmJubY2JiQkJCAm5ubnTr1k2SGiqNOXPmcOrUKXbs2IGtrS3h4eGcPXuWwYMHAy9fU/N16IG/jDnn5OQQFRVVojbq6yInJ6fI2KVptgoEAoFAUMDIrb9z/HYszxNsCQ+Od4/3YsU7JSWFWbNmsWbNGjp16oS2tjaOjo7s3r2bsLCwYgPtp+ncuTP9+vXDyMgIfX19PvnkEy5cuCCVV61aVXrtpFarkcvlhISElGt+gYGB9O7dGzs7O2QyGY6OjlLQPWjQICIiIqSn/cWLFwP5K/BNmzbFxMSEunXrEhAQIPXXqlUrZsyYgaurK4aGhnTo0IH4+HggX71kx8JJRKweSMQKdx76TiU77p/XSxmhgcRsGEPE8n5ErR1M8v+/GsvNTOPRnjlErPRkg3drOnTqUm6zgcI6oLVq1eLQoUNSmUqlwsLCgmvXrknpGz/99BOVK1cudhV63759ODo6cvPmTbKysvj000+xs7PDzs6OTz/9VEPWaPHixdja2mJnZ8fGjRuRyWTSPTl8+DD16tXDyMgIe3t7Zs+eLbUrbh65ubl8/vnnWFhYUKVKFQ4fPlyucxcIBALB+01rq2zycp5PIUx4cLx7vBeB98WLF8nMzKRPnz4ax5VKJV26dOH48ePP3OfZs2eLvObavn07RkZGWFhYcOPGDUaNGlWuvho3bszy5ctZt24df/31l8Zmi61bt1K5cmUOHTpEWloaU6ZMITo6mq5du/L111+TkJDA0qVL6du3L3Fx/2zM2L59O5s2beLRo0dkZ2ezdOlSAPb+EYVB1QZUHPkj9uO3UcGmKvGHlkrtHh9ZjVmncVT+bA+2I9ah61Anv0Cdh0HtdlQc+zNVx/vwOFPNJ598Uua5Pa0DOnjwYI0HnSNHjmBra0u9evWkY2fOnOHOnTuSbmoBmzZtYurUqZw4cYJatWoxf/58Ll26xPXr17lx4wZXrlxh3rx5QP7rwOXLl3PixAlCQkI0HkwADAwM2LJlC0lJSRw+fJjvv/++iAta4Xls2LABPz8/rl27xu+//87evXvLPHeBQCAQvN/4+voyYWBP+lVTCA8OAfCeBN7x8fFYWFgUmxJga2srrQaXlz///JO5c+eyZMkSjeOenp6kpKQQHBzM6NGjsba2Lld/X331FVOnTmXbtm00aNCAihUragj6P42vry9dunShS5cuyOVy2rdvT4MGDaRd1wBDhw6levXq6Onp4e7uLmlpBj1MQbdWO+Q6+si0tDFp5onq0X3yMtPzGyq0UMVHkpf1BIWuEh2b/CdthZ4RBjVckWvrkq3QpUbnIZw5c6bU8ypOB3TgwIEcOXKElJQUIP/BorhNrgYGBujp6UnHVq5cyZIlSwgICKBatfw5bdu2jZkzZ2JlZYWlpSWzZs2SlGp2797N0KFDcXFxQV9fX2NFG/LfCtSuXRu5XE6dOnXw8PAocj6F57F7924+/fRT7O3tMTMz46uvvir13AUCgUDwbvEsfhe5ublMmTKFWbNmcfr0aZaO6vlKPDgE/z7ei+RUCwsL4uPji83VffDgARYWFuXuKyQkhM6dO7Nq1SpJ1/NpPvjgA1xcXBg7diy//PJLsXUKo1AoGDduHOPGjSMjI4Off/6ZYcOG8fHHHxe7azs8PJw9e/YUSdkovPHiaS3NtLR8m9qkJ1kkBvjwJOg8uU+SQZb/7JWbkYJc1wDL3l+RfGEXSQE+aFs5YdrKC52KzuSpMkk8uZGMv/8gLzONGLkcVWY6ubm5KBTF29gXpwNqZ2eHq6sr+/bto3fv3vj7+7Nq1SqNdoX1VQtYsmQJM2fOpFKlStKxmJiYIhqlBZqhMTExNGjwT07c031evnyZL7/8kps3b5KdnU1WVhb9+vUrcR6l6b4KBAKB4N3lWf0ukpKS8PT0JCsriytXrkiOkC/Tg0Pw7+W9WPFu0qQJOjo6RYLgtLQ0/P39adu2bbn6CQ8Pp127dsyYMaPIKu3T5OTklKqRWRJ6enqMGzcOU1NTbt++DVBEH9Te3p5BgwZpaGmmp6dLkj+l8eD34zy5dwmrAfOwn7SbSmN++v+S/PQWHdvqWLnNoNKEbeh/0Ji4/YuAfPta1eMobAcvp/Jne+g3O79daXtzi9MBBfDy8sLX15c9e/bQpEkTSVe0gJJscefNm8e+ffukY3Z2dkU0Su3s7ID8NxmFc9ALa7ZC/tuJHj16EBkZSXJyMqNHjy5yLoXnUZruq0AgEAjeTXwvhTFgw6Vy+10sO3CFRo0aUa1aNY4ePVrEhv1FPDj+TRT4hdjY2Eg29YJ83ovA29jYmFmzZjF+/HiOHj2KSqUiLCwMd3d3KlWqVGYQDRAdHS05RI0ePbpI+caNG3n06BEAt2/fZuHChRoBfatWrYqkOxSwcuVKAgICyMjIICcnh82bN5OamirlPVtbW2togw4cOJBDhw7x22+/kZubS2ZmJgEBAeXa7GhWIQ+FVgUUekaoVVkkntkilalzVaTdOk1eZjoyhRYyHX0K3ompszOQaesg1zVAW5XOLb+fShpCojgdUMi3mbKHCgAAIABJREFU/r169SqrVq2SNpGWhYuLC0ePHmXcuHEcPHgQAA8PD+bNm0dcXBzx8fHMnTtX0ih1d3dn06ZN3LlzhydPnvDNN99o9JeamoqZmRm6urpcuXKF7du3lzq+u7s7q1evJioqisTERL799ttyzVsgEAgE/058L4Ux/8gdMlS55fa7WH0uijYjZ0qSxX///TdKpbJI/efx4CgOFxeXInuY3gZOnz5N3bp1+f333/nxxx+fuf2QIUP4+uuvX8HM3jzvReANMGXKFBYsWMDnn3+OkZERjRo1wt7enpMnT6KjU/Yf+saNG/n777+ZPXs2SqVS+ingwoUL1K5dGwMDAyn/esGCBVJ5ZGQkrq6uxfatr6/P5MmTsbGxwcLCgu+++459+/ZRpUoVID8HfN68eZiYmLB06VLs7e05cOAACxYswNLSEnt7e5YsWUJeXl6x/Rdm4dRP0DK2Iuo7L2I2jkHH7kON8vSbp4n+fhgRy/uRds0fi+6fA2DYoCdqVRaRqzwJ3zSJQf16lDkWFNUBhfxV/b59+3L//v0iG15Lo27duvj5+eHt7Y2/vz9ff/01DRo0oE6dOtSuXZv69etL/1A7d+7MhAkTaN26NdWqVaNx48YA0r1et24dM2fOxNDQkLlz5+Lu7l7q2N7e3nTs2JG6detSv379Z5q3QCAQvG7Onz9P06ZNMTY2xszMDFdXV8kE5kXZvXs3TZs2RV9fXyOVECA4OJiePXtiaWmJmZkZHTt25O7du1L56NGjNb5DdXR0MDQ0LNe4AQEByOVyqW3FihWZNWvWSzmnp7kRmcT8I0FkqMr+Xi2MTFuHgGRzug0ey8aNG6lSpYqU6lkWAQEBGumU5eHWrVtF7sHbQOvWrbl+/ToNGjRg5MiRb3o6bxXvjY73myQqKgp3d3cuXrz4pqcCvKCON9DR5cU1RefOnUtwcHC5pBxfBnfu3KFWrVpkZWUJ3W2BQPBOk5KSQuXKlfn+++9xd3cnOzubc+fOYWNjQ506dV64/xMnTpCQkEBQUBCnTp3SWHG9cuUKf/31F71795YWNvbs2UNQUFCxfQ0ZMgS5XM7PP/9c5rgBAQEMHDhQert7//59mjdvztq1a+nVq9cLn1dhXoffxdM8fX5viuL2w71KitsrNmTIECpVqiQplb1LvDcr3m+SSpUqvTVBN8C4VtXQ1Sp+Q2RZ5KmyqEn0C42fkJDATz/99Mqfgn/99VeysrJITExk6tSpdO/eXQTdAoHgnSc4ON963MPDA4VCgZ6eHh06dJCCbh8fH1xdXZk0aRImJiZUqVKFixcv4uPjg729PVZWVqUqa7Vr1w53d3dpT01hPv74Y4YPH46ZmRna2tpMmjSJu3fv8vjx4yJ109PT2bdvH15eXs91nk5OTjRt2lTaDwX58sENGzbE2NiYhg0banz3luZxAflujjY2NhgZG+M7fQhZj8IpCVXSQx76TiVieT9id0zn8bHvJWnevNxcts2fiLW1DcbGxrRs2ZJbt25JbY8cOULNmjUxNDSkYsWKLF26lPT0dDp37kxMTIy0oh8TE0NGRgZeXl6Ympri7OzM4sWLNVbFC5ytY2Ji0NPT03CfvHbtGhYWFqhUKkJDQ2nTpg3m5uZYWFjw3//+V8O529HRkUWLFlGnTh0MDAzIyckp1S/k/v37tGjRAkNDQ9q1a8e4ceOkVM/C19LY2JgWLVponP+QIUMYM2YMXbp0wcDAgNOnT3Pt2jXq16+PoaEh/fv3JzMzs8z7/29FBN7vIXXtTZjepcZzaYqO+I8Zy7+eyGeffUZ2dnaJdUuSXVqxZh329vZ07tyZFi1avOiplMoPP/yAlZUVVatWRaFQ8P3337/S8QQCgeBtoHr16igUCry8vPD39ycxMfH/2DvvqCiuNg4/u3TpVapgDVhjx04s2GtQEBG7xhILSYwV7DXGEltiVBTsaDAauxFLYi8xFoIQC0Wl97bAfH9sGF2pRvyS6DzneI47c+fOvXd199077/v7FWlz+fJl6tevT0JCAp6ennh4eHD16lXRvXnChAnlTpEojXPnzmFpaVmkyBCUhmjm5uZ/+7vgwYMH/PLLL2IqYWJiIt27d2fixIkkJCTg4+ND9+7dVYL+kjwuQJmi+ODBAxYGXUTLqoaKx8WrxP+4HC3rWthN2olha08y7vyscl6vVgtmbDtBbGwsH374IYMGDRLPjRgxgm+//Za0tDTu3LlD+/bt0dXV5ejRo1hbW5Oenk56ejrW1tbMnTuXR48e8eeff3Ly5MkSnxJbW1vTokULFQGCnTt34ubmhoaGBoIgMH36dGJiYrh//z6RkZFF6s527drFTz/9RHJyMs+fPy/VL8TT05NmzZqRkJDAnDlzRCnfV9cyNjaWRo0aqcy/cGwzZ84kLS2NZs2a0adPHwYPHkxiYiL9+/dXmce7hhR4v6d4OTv8LU3R2QNduHHjBhEREbRt21ZFVQSUeXGjA67RaunPrDwVRvCtGH4OjSX4VgyrToWxMbYqXt+eZezMt1+ceOzYMVJSUkhMTOSHH37Aysrqrd9TQkJC4p/GwMCACxcuIJPJGDVqFObm5vTq1Yvnz5+LbapWrcqwYcNQU1PD3d2dyMhIfH190dLSwtXVFU1NzXK7L5dEVFQU48eP5+uvvy72/LZt2/D29i5WyaokYmJiMDIywsDAgFq1atG8eXNat24NKB2Ja9asyeDBg1FXV2fgwIE4OjqqSO+W5HEBMHz4cPT19YlIzEG/5UBVj4uXyEuJJffpAwzbDEKmpoG2XR0q1WwunpfJ1dCq/RGPUgrQ0tJi7ty5/Pbbb6SkpACgoaHBvXv3SE1NxdjYmEaNGpU437179zJjxgyMjY2xtbVl4sSJJbb19PRk165dgFJxbPfu3Xh6egJQo0YNOnXqhJaWFubm5vj4+BTxrpg4cSJ2dnbo6OiU6hfy5MkTrl69yrx589DU1KR169b06qVa91W4llpaWsyZM0dl/gC9e/emVatWyOVybt26hUKhYPLkyWhoaODm5kbTpk1LnOd/HSnwfo/xcnZgz2hnOteujJa6HG111X8OOffOEPXNYHIOzGaT+wshfxMTE4KDgxkwYADNmjUTP9ReV3Yp8NKj/8c0JSQkJN47nJyc8Pf3Jyoqijt37hATE8PkyZPF8y8bvBWalb167E12vOPi4nB1dWXcuHEMHDiwyPknT54QEhJSbmWrQqytrUlOTiY1NZXk5GR0dHTEVJVXvR1A6bkQHf0iPbIkj4v8/HymTZtG9erVWT+0DVEbRiiPZ6UWGUN+eiJyHX3kGtriMTX9F34gQkE+SSH+bP60BwYGBjg4OACIaS379+/nyJEj2Nvb065dOy5evFjifF/1kCjO56KQjz/+mIsXL/L06VPOnTuHXC4X/UaeP3+Oh4cHNjY2GBgY4OXlVcQ88OW+C/1CjIyMxD8XLlzg6dOnxMTEYGJiQqVKlYq99uW1LG7+r7aPiYnBxsZG5QfYu+yVIQXe7zmlaYrqPgzh5vWrDOjSltg/rqtcJ5PJ8PHxITg4mAkTJtD3i69Z8JqySwuP3K/Q4PvvVIRLSEhIvOs4OjoydOhQ7ty583+5X1JSEq6urvTq1YuZM2cW2yYgIIBWrVqJ6l1/B0NDQzw9PcXNn1e9HUAZ4L/qFVEcO3fu5ODBg5w6dYqxW88V8bh4GTU9Ewqy0ihQvMhDzk97EVRm3DtL5oNLuM3+lpSUFB49eqTs6a8vx6ZNm3Lw4EFiY2Pp06ePqKpV3M5/WZ4UL2NsbIyrqyt79uxh586deHh4iH3OmDEDmUzG77//TmpqKoGBgaV6V5TmF2JlZUViYiKZmZnFjuvltSxu/q/ey8rKiujoaJXz77JXhhR4/4coTR7K399ffNz2dyhOU9T384l0ateKmzdv0r59+2Kva9GiBQE/neOWvBrZrym7lKUoYOGRUG5HJZfdWEJCQkKiXISGhrJixQoxYIuMjGTXrl1iLvSbUugfkZeXR0FBAdnZ2SgUCkCpqNK5c2datWpVqt/B9u3bGTp0aJHjQ4cOLfZ4caSnp7N7927q1KkDQLdu3QgLC2Pnzp3k5eWxZ88e7t27R48ePcrsKy0tDS0tLUxNTalmpEHq+YAS26obWqBpVZOUCzsR8hXkRN8nM/yKeF7IzUJNXZP6NWzIzMxkxowZ4rnc3Fx27NhBSkoKGhoaGBgYIJcrQ7HKlSuTkJCgkpIxYMAAFi9eTFJSEtHR0axdu7bUeXh6erJ9+3aCgoLENJPC+enp6WFoaEh0dDTLly8vtZ/S/ELs7e1p0qQJc+bMITc3l4sXL6qk87y8lq/OvzhatGiBuro6a9asQaFQcODAAa5cuVLqNf9lpMD7P0Jqaio9evTg008/JTExkejoaPz8/MqlQf538fb25tmzZ5w9exYjo5JdtAJvxoGaxt+6R3ZePutD3iyPUEJCQkLiBfr6+ly+fJnmzZujq6uLs7MzdevWZcWKFRXSf0BAADo6OowdO5bz58+jo6PDqFGjAKWa1NWrV9m6dauKXvfLO5gXL14kKiqK/v37F+m7NM8LQEX1w97ensTERHbs2AGAqakphw8fZsWKFZiamrJs2TIOHz6MmZlZif0V4u3tjb29vVJlZHR3dGwcS21v1vNzcqJDiVztSfK5AHQd24jfg7p126NuaMGsAW2oXbt2kR88AQEBODg4YGBgwMaNG8XxOzo6MnDgQKpVq4aRkRExMTH4+vpia2tL1apV6dixI25ubqV+7/fq1YsHDx5gaWlJgwYNxON+fn7cuHEDQ0NDunfvXqYXRVl+ITt27ODixYuYmpoya9Ys3N3dxXG9vJbFzf9VNDU1OXDgAP7+/piYmLBnz5532itD0vH+j3Dt2jU6duyoIv9TyP3792nYsCEKhQIdHR3U1dVJTk4mJyeHmTNnsnfvXnJycujbty8rV65ER0dH1AudMmUKS5cuRU1NjUWLFjFs2DBAWaQya9YsIiIiMDQ0ZMSIEWIFdHZ2NiNHjuTo0aPk5eeTU8kCczdf1HSNSb99kpTL+8lPS0BNxwADZzf0G3Ytdk6KpBgSjqxBEfsnRro6dOzYgT179gBKSahJkyYRFhZGrVq1WL16NS1btgSUleufffYZx48fJysri3bt2hEcHFxEA3XNmjVs3LiREydOYG5u/rfXQkJCQkLi7ZObm0uDBg24ffs2Ghp/bzOnonhdHe+44KVomNpi1GbQ39bxLg8bNmxg9+7dRQoj/2nc3d1xdHRk7ty5//RQ/vVIO97/EUqTh3JycmLjxo20aNGC9PR0MTifNm0aYWFh3Lp1i/DwcKKjo5k3b5543bNnz0hJSSE6OprNmzczfvx4sV9dXV22b99OcnIyP/30Exs2bCA4OBhQVqKnpKQQGRnJ4gNXqNxtAjJ15S9deSUjLNz8sJuyF9Puk0k6/T05z4rf0U4+F4hO1YbU+Hwvc3ef49NPPwXKloQaPHgwmZmZ3L17l9jYWKZMmVKk73nz5uHv78/Zs2extbV9o7WQkJCQkHj7aGpqcv/+/QoLukuStU1Izynz2rL8LnKehqFIeoogFJD153UyH1yiUk3lzq62uhrjXGpUyByePn3KL7/8QkFBAX/88QcrVqygb9++FdL3m3D16lUiIiIoKCjg2LFjHDx4sMJNjN5VpMD7P0J55KFeRhAEvvvuO1auXImJiQn6+vrMmDGD3bt3i200NDTw9fVFQ0ODbt26oaenJ1r7uri4UK9ePeRyOfXr12fgwIHiL2wNDQ0SEhIIDw8nLC4DmXl15FrK6uZKNZqiYWyFTCZDu0o9tKs2JCfybtEBopRcykuJJSMpnojE3HJJQj19+pSjR4+yceNGjI2N0dDQoF27dirz9vHx4cSJE5w5cwZzc/M3XgsJCQkJif8OZcnatlz6M2MCr/FbZMn1RWX5XeSnJ/F853QiV/Qn8eS3mHYeh6ZldXQ05Mzs5kh925LTM1+H3NxcxowZg76+Pu3bt6d3796MGzeuQvp+E549e4aLiwt6enpMnDiRDRs20LBhw396WP8JJBu//xCF8lCgLJ7x8vJi8uTJom7ny8TFxZGZmUnjxo3FY4IgkJ+fL742NTVVcXJ8WVrp8uXLTJs2jTt37pCbm0tOTo6Yjzd48GAiIyPx8PDg0dM4ND5oi1Fbb2Rq6mRFXCP5l13kJSorlAVFDprmxcsCGX80nOTzATzb7oN/sCH1MmYxfPjwUiWhIiMjMTExwdjYuNg+k5OT+e6779izZw+GhoYVshYSEhISEv8cDg4OfP/993Ts2JE5c+aIJj/FEXjpEQuPhJKdV7zCVvZfMrcn7j3nXFg8M7s5ilK5r1J4vLj+KtVsrqrdLYPnO6fj6emJl3Px6ZV/B3t7+/+bGs3r0LNnT3r27PlPD+M/ibTj/R/lVXmoV2WIzMzM0NHR4e7du6IUUEpKSrmDSU9PT3r16kVkZCQpKSl88sknotSPhoYGfn5+3Lt3D495/mSFXyX9zs8IeQrifliMQbO+2H4aSJUpe9Cp3qQYMSYlanrGmHadiO2E7XQaPZtx48YRHh5eqiSUnZ0diYmJxea6g1JO6fDhwwwbNoxffvmlQtZCQkJCQkKV0lS2/imUQXfFytqW5XehrS5HS11O59qVqWNlgHO1sgs5Jd5vpMD7P0JZ8lCVK1cmKipKtHGXy+WMGjWKKVOmEBsbC0B0dDTHjx8v1/3S0tIwMTFBW1ubK1eusHPnTvHcmTNn+P3338nPz6eOgyUyNXVkMhlCvgIhX4FaJUOQq5EVcY3shzdLvEdG6AXyUuPRVpfj5GCJTCZDLpeXKgllZWVF165dGTduHElJSSgUCs6dO6fSr4uLCzt27KBfv35cuXLljddCQkJCQuIF/4TKVln8FpnMwiOhZL0FWdvS/C6mdKrFr1+2Z6NXE3S1pCQCibKRAu//CGXJQ7Vv3546depgaWkpSictXbqUGjVq4OzsjIGBAR07dix33vL69evx9fVFX1+fefPmiQL/oMztcnNzw8DAgKUjulHJvh66ddsj16qEScfRxAUvJXKVBxn3zqJTs1mJ98h9Gsaz7T6ELe3H9rnjWb16NdWqVStTEiogIAANDQ0cHR2xsLBg1apVRfru1KkTW7ZsoWfPnty4ceON1kJCQkJC4gVhYWEADBw4EDU1NXR0dHB1daV+/foAzJkzBy8vL7H9o0ePkMlk5OXlAcrNkdmzZ9OqVSv09fVxdXVVcTUMCAjA3t4eU1NTFi5cWOT+2dnZuLu7o6+vT6NGjfjtt99YFxLO8wt7iTuwSKVt4slvSTz5bbHzSLkURNRab/5Y2o+2TRtw+vRpAHJycpg8eTLW1tZYW1szefJkcnJyRL8LF+3HXF85is2j2rJsmCtXL5wp0vfTp0+pX7++qJd96dIlWrZsiZGREQ0aNCAkJERsW9Z6SLxbSHKCEm/M68ouqVBQQGNLDfZP6VJm0/j0HIKuRxH6LJXU7DwMtNVxtDSgf2NbTPX+uZ0WCQkJifeJ1NRUqlatSo8ePfDw8MDZ2Vml7ubVPOxHjx5RtWpVFAoF6urquLi4EBkZydGjR7Gzs6Nr1644OzuzZMkS7t27R7NmzThy5AjNmzdn+vTprFmzhmPHjok53gsXLmTXrl307t2b1atX883atWh5fkNmWjIx347Cdvw25Np6CAX5RK31xmLAXLQsVVVGFAlRPN89C0vvFajrmyJPj2PvqGY0qV8bX19fTpw4wY8//ohMJqN379506NCB+fPnc+XKFTp16kRQUBAdOnTg6dOnpKWl4ejoiIuLC15eXnTo0IHOnTvz+eefM3r0aKKjo6lfvz4BAQF06dKF06dP4+HhQWhoKObm5qWuh8S7h7TjLfHGlCW7VBoa6jKu+M9n1KhRJcr3VUSFuoSEhIRExfC6KlvFMWzYMGrVqoWOjg4DBgzg1q1bAAQFBdGjRw/atm2LlpYW8+fPF50dC2ncuDFubm5oaGjg4+NDclomWdGhqOuZoGVXl4zQCwBk/XkdNR2DIkE3AHI5Qr4CRUIkQn4emkaVuZ6s3MDZsWMHvr6+WFhYYG5ujp+fHwEBSifLzZs3M3z4cDp16oRcLsfGxgZHxxdmO/fu3eOjjz5i7ty5jB49GoDAwEC6detGt27dkMvldOrUiSZNmnDkyJEy10Pi3UMKvCXemLJkl0pCR0OOX8+63Dl3BA0NDerUqUNQUBAvP4QJvPQIj02XOHn/OTl5BeTkqebvZf917MS953hsulRqkYyEhISERMVQqLIVFRXFnTt3iImJYfLkyeW+3tLSUvz7yypSMTEx2NnZied0dXUxNTVVufbl83K5HG0jc7JTlKkZenXbk3E3BICMu2fQrftRsffXMLbGpMMoUi7sJGrNICL3L+ba3QhxDC8ra9nb2xMTEwMo66uqV69e4rx27NiBjY0Nbm5u4rHHjx+zb98+jIyMxD8XLlzg6dOnZa6HxLuHFHhLVAhezg7M7OaEjoYarwisFEEmAx0NNWZ2c8LL2QFDQ0PWr1/Pvn378PX1pU+fPkRFRb2VCnUJCQkJiYrlVZUtXV1dMjMzxfPPnj0rd19WVlZERkaKrzMzM0XztEJePl9QUEBawnPU9EwAqFSrBYrYh+TGPSIr/Cq6tV1KvJduHRcsvZZhM24rIONMgLJe6FVlrSdPnmBtbQ0og/6IiIgS+5wzZw5mZmZ4enqKkrV2dnYMHjxYVNVKTk4mIyODadOmlW9RJN4ppMBbosKY5eHCw2V9iV45gMiV7jwP/IK0m0cQBOUutba6nKQjq3iyrA+PV7gxsVsjOnXqRGhoKACtWrXi5s2bNGrUiEYd+zLnx995+nMA8Ye+Eu/xeEkPFEkx4uuUyweI+mYwuXGPyY1/wp+bJjLko3oYGBnRsWNH7t27pzLGGzdu0LZtW/T09KhcuTKrV68uMo+zZ88ik8mYNWvW21gmCQkJif80Zalsffjhh5w7d44nT56QkpLC4sWLy923m5sbhw8f5sKFC+Tm5uLr60tBgeqTzuvXr3PgwAHy8vJYtWoV6hqaaFkr0z1k6ppUcmxF/I9foWlVC3VDi2Lvo0iIIuvRbwh5CmTqGsjUNdHUUKZMDhw4kAULFhAXF0d8fDzz5s0Ti0VHjBjB1q1bOX36NAUFBURHR4vfYaCU2923bx8ZGRl4e3tTUFCAl5cXhw4d4vjx4+Tn55OdnU1ISIi4fhLvF1LgLVGhHD58iNysDMIj/mTYuEnk3QhG65fvRNmlbnUtmT7tSzIz0omOjsbGxoYRI0aI12tpaeHn50eHicvIK0MVKvmX3aRdO0jlQUvQNLdHXc8E8z7TsZu8C481x+nVqxceHh5i+/j4eLp06cKYMWNE501XV1eVPhUKBZMmTaJ58+av3k5CQkJCgrJVtjp16oS7uzv169encePG9OjRo9x916lTh3Xr1uHp6YmVlRXGxsbY2tqqtOnduzd79uzB2NiYgIAAJizagLaWpnhet24HFHGP0CshzQRAyFeQfNafyDWeRH0zGLJSGDJpOgCzZs2iSZMm1K9fn3r16tGoUSNxI6ZZs2Zs3bqVKVOmYGhoSLt27Yr4TmhqanLgwAGeP3/O8OHDsbGx4eDBgyxatAhzc3Ps7OxYvnx5kR8UEu8HkqqJRIXxsrtYIVeuXMHZ2Znbt29Tt25dhg4diq2tLQsWLADgyJEj9O/fn4yMDPGa+PQcWi39mZy8ApLP7yAv+SlmPT8HlDve1mO+I/3302TcOUNlz0VoGFnyKppygZGmEcyZNV185DljxgwiIyPFIpniWLJkCYmJicTGxqqMU0JCQkLi7fEmqlWPniXQftWvFMiUe4l5KbHEbBqL7acByLUqlev+Wupyfv2yvaSQJfHWkdTeJd4qzZo1w9bWlvPnz1O3bl2VcxkZGezatYsaNVQrzoOul/74LTnEn9zYh1gOWlLsY8QnK90RcrOYhsC8efPE45cuXaJevXq0bNmS8PBwmjdvzrp166hSpQqgLIDZsmULN27cYMKECX93yhISEhIS5eS3yGTWhYRzNiwOQKWAXlv9GStPheHygTnj2tWggZ2RyrWCILBjxw6+/PJLLPv7kqhjS4FQQOrVYCo5tSl30C2TwUcfmEtBt8T/BSnwlnjrWFtbk5iYKL7+6quvWLt2Lampqdjb23Pw4EGV9qHPUouol7xM1sOb6NXtUGLuXpUpeyjIzaZG8nUaNmwoHo+KiuLGjRucPHmSevXqMXXqVAYOHChay0+cOJH58+ejp6f3JtOVkJCQkCgHygL6ULLzii+gz/7re+DEveecC4tnZjdHvJwdAGWe98SJE8nJySEoKIhKtk4MWBfCg68Hom5ogcWAueUeh7a6GuNcipEclJB4C0g53hJvnejoaExMTMTXn3/+OcnJyTx69AgdHZ0iDpKp2Xml9mfeeyqZf/xC8vkdJbaRa2rj0Lo33t7eok28jo4Offv2pWnTpmhra+Pn58evv/5KSkoKhw4dIi0tDXd39zeYqYSExPvMJ598wvz58wkJCaFOnTp/ux8XFxe+//77ChzZv4+/q1q14dQdRo8eTffu3Rk2bBiXL1+mRYsWNLAzYnafD/lg2gGsR65H3cC8XOPQ0ZAzs5sj9W2Nij0fEhKikmPu4ODAqVOnyj3Pkni13zfhVadQiX83UuAt8Va5evUq0dHRtG7dusi5KlWqsHr1aiZNmkRWVpZ43EC79Acx6iY2WHgsIO3GT6Rc3FdiO30tNTIzM4mOjgagfv36yF7SOnz576dPn+batWtYWlpiaWnJnj17WLVqFb179y73XCUkJN5tLly4QMuWLTE0NMTExIRWrVpx9epV8fzGjRuZPXs2Li4u3L17t9S+Fi1aRNWqVdHT08PW1va1fvSPHj2aDz74ALlcjr+/v8q5nJwcpkyZgrW1NcbGxowbNw6FQqGmskHbAAAgAElEQVTSZvfu3Tg5OaGrq0v16tU5f/48oDR/adKkCcbGxhgbGxerDPUyZ86c4aOPPsLQ0BAHB4cS272qFPVbZDLzf7xN9NFviVrrTeRKdxKOr0fIL33TJUtRwJJjYeToWjJq1CgWLlyIoaGhuH5vImsrIfH/Qgq8Jd4KqampHD58GA8PD7y8vKhXr16x7Tp16oS1tTXfffedeMzR0gAt9dL/aWqa21PZYwGplw+QelWZqpL18Ca5zyIQCvLRyM/m9/3fYGxsjJOTE6B0Bvvhhx+4desWCoWC+fPn07p1awwNDZk/fz5hYWHcunWLW7du0atXL0aNGsXWrVsraEUkJCT+y6SmptKjRw8+/fRTEhMTiY6Oxs/PDy2t188L3rZtGwEBAZw6dYr09HSuXbtGhw4dyn19gwYNWL9+PY0aNSpybsmSJVy7do07d+4QFhbGjRs3VIrET548yZdffsnWrVtJS0vj3LlzVKtWDVCmBQYFBZGYmEh8fHwRZahX0dXVZfjw4SxfvrzENsUpRa0LCSf2/B5ynz3AasQ6rMd8R+7zCFJ+3VPm3OUaWjzJlBMUFFTs+nk5O7BntDOda1dGS12O9ivfJdrqcrTU5XSuXZk9o53/80F3Xl7pP1Yk/n1IgbdEhdKzZ0/09fWxs7Nj4cKF+Pj4lBm8fvHFFyxbtoycnBwA3BqX7/GbZuVqWLjPI+XCTtJuHqEgJ4O4H5cTudKdh+uGo5Yey7Fjx9DW1gagffv2LFq0iO7du2NhYUF4eDg7d+4kPj2HHTdiWXL2KTOOR7Lk7FOepOQh19BSSZGRkJB4fwkLCwOUGs9qamro6Ojg6upK/fr1AaWRy4IFC7C3t8fCwgJvb29SUlKK7evq1at07txZdEC0tLQU7cULiYiIoFmzZhgYGNC7d2+VOpnx48fToUMH8bPtZQ4dOsTEiRMxMTHB3NyciRMnsmXLFvG8n58fvr6+ODs7i5bnNjY2ABgZGeHg4IBMJkMQBNTU1AgPDxev3blzpzhfUBbPDx48WAzci2PFihW4urqKturx6TmcDYsjM/wK+k16oaajj1olQwwa9yT99skS+ylEAG7euE679h1LXL9erT/EzTKZX79sz5ROtbB8cAj1s2vp+6ENg+tWImxBN1rk36VHy/qYmZmxcOFC8dqsrCyGDh2KsbExtWvXVnmiUcjVq1epXbs2xsbGDBs2jOzsbADq1q3LoUOHxHYKhQIzMzNu3rxZ5rzWrFlD7dq1OX/+PJUrVxbNdwAOHDhAgwYNAGVaiZubG15eXhgYGBR54qFQKBg4cCAff/wxubm5bN26FScnJ/T19alWrRrffvttmWOReLtIxZUSFcajR4/KbPPqhwSAu7u7ymNWMz0t2tUy5+T95xi1GaTS1n7aYZXXWlY1sZvyYpdE17E1Mhl0rl2ZjV5Nitxr7NixjB07FvjrcWdIOGfDlG5rKtX0TUdyGEgPvFZsNb2EhMT7Ra1atVBTU2PIkCF4eHjg7OyMsbGxeN7f3x9/f3/OnDkjBt4TJkwoVr7U2dmZiRMnYmNjw0cffUTDhg1RU1NTabN9+3aOHz9O1apV8fb2ZuLEiQQGBpZrrC+rBAuCQFRUFCkpKejp6XHt2jV69epFjRo1yM7Opk+fPixfvhwdHR3xGiMjI9LT0ykoKFBRhvL09MTT07Pca1acUpSKatXL40QgPy2eguwM5Nq6pfarY+NIQMAmqjtUKXH9AEz1tBjTtjpPf7YkXDudle4f8ujRI2ahTBv6448/CAsLo1mzZvTr1w8nJyfmzp1LREQEERERZGRk0LVr1yL97tixg+PHj6Orq0vPnj1ZsGABCxYswNvbm8DAQHr27Ako5XKtrKxUivyLY968eQQHB3P27FnMzc0xNTXlxIkT4r0DAgLw9vYW2x88eJB9+/axfft2cnJyWLp0KaD80eDm5oa5uTmBgYGoqalhYWHB4cOHqVatGufOnaNr1640bdq02KclEv8fpB1viX8l411qoK1e9IO0PJSnQj3w0iM8Nl3i5P3n5OQVFFFRyf7r2Il7z/HYdEmyoZeQeM8xMDDgwoULyGQyRo0ahbm5Ob169eL58+eAMhjz8fGhWrVq6OnpsXjxYnbv3l1sKoCXlxfffPMNx48fp127dlhYWIjBUyGDBw+mbt266OrqMn/+fPbu3auyC1oSXbp0YfXq1cTFxfHs2TPWrFkDKK3Xnz9/jkKhICgoiPPnz3Pr1i1u3rxZxK8gOTmZlJQU1q5dW2bQWBrFKUUVqlZpV2tM2rUfyc9MIT89ibRryp3igrycMvvVcnKh7ZCppa5fWfj5+aGjo0ODBg1o0KABv/32GwB79+5l5syZmJiYYGdnx8SJE4tcO2HCBOzs7DAxMWHmzJns2rULUL6vR44cITU1FVAGzIMHDy5xDIIg4OPjw4kTJzhz5gzm5sqC0CFDhog/shITEzl+/LjKD54WLVrQp08f5HK5+IMpNTWVLl26UL16dbZu3Sr+EOnevTvVq1dHJpPRrl07XF1dxZx+iX8GKfCW+FfSwM6Imd0c0dF4vX+iZVWow9+vpn+bwfebqBjIZDKVx8F/l4qsspeQeBdxcnLC39+fqKgo7ty5Q0xMDJMnTwYgJiYGe3t7sa29vT15eXliYP4qgwYN4tSpUyQnJ4tFmcePHxfP29nZqfSlUCiIj48vc4wzZ86kYcOGfPjhh7Rs2ZI+ffqgoaFB5cqVxSDt008/xcrKCjMzM3x8fDhy5EiRfnR1dfnkk09UlKFeh5KUogpVqwxbDECzcjWebvmUZwGfU6mWM8jVUdMt39NF6yadSl2/srC0fGG8VqlSJdLT0wHl+/jq2r/Kq+djYmKUY7K2plWrVuzfv5/k5GSOHj3KoEGDilxfSHJyMt999x3Tp0/H0NBQPF5oMZ+RkcHevXtp06YNVlZWxd6/kEuXLnH79m2mTZumIhxw9OhRnJ2dMTExwcjIiCNHjpTr35HE20MKvN9hunTpgq+vb5HjBw8exNLS8m8VZeTn5zNr1iysra3R19enYcOGJCcnF2nXoUMHZDJZue9RXND3NirUf4tMZuGRULIUr2fVm6UoYOGRUG5HFZ2rhITE+4ejoyNDhw7lzh1lqpq1tbWKdfiTJ09QV1encuXKpfajoaFB//79qV+/vtgXQGRkpEpfGhoamJmZlTkuHR0d1q5dS3R0NH/++SempqY0btwYuVwu2q+XpO70KgUFBSrKUK9DSUpRZ7/5AlAWSZq4jsV2wnZsxm5GrmOApmV1ZLLyhSUG2hpA8eunq6srOhYDPHv2rNzjtrKyKrL2r/LqeWtra/F14W71vn37aNGihZg/XxzGxsYcPnyYYcOGiX4SADY2NrRo0YIDBw4Uu2te3Hvm6urK9OnT6dChg/hjLycnh48//pjPP/+c58+fk5ycTLdu3ZAMy/9ZpMD7HabwA+DV/2QBAQEMGjQIdfXXT/Ev1L6+ePEiqampBAQEFCnw2bFjRxH5qr9LRVeorwsJJzuv7Me1xZGdl8/6kDffWf43IlXGS0iUTmhoKCtWrCAqSpmjHBkZya5du3B2dgaURZcrV67k4cOHpKenM2PGDNzd3Yv9nPX39+enn34iLS2NgoICjh49yt27d1WUPwIDA7l37x6ZmZn4+vri5uYmpg/k5uaSnZ2NIAgoFAqys7MpKFBuJkRHRxMTE4MgCFy6dIn58+czd+4LM5lhw4bxzTffEBsbS1JSEitXrqRHjx6AUvHk5s2b5Ofnk5qaio+Pj4oy1DcbN2FqacvkPTcZvu0qk3Zd55sT90hIzUQQBLKzs8nNzQUoUSlqnN8KtNTl5KXFk5eWgCAI5ESHkvLLbpWanvjDK4k/vLLY9yLn7mkUj66VuH4ffvghu3fvRqFQcO3aNYKCgsr9Pg8YMIDFixeTlJREVFQU33zzTZE269atIyoqisTERBYuXKiyq9+nTx9u3LjB6tWrVfKyS8LFxYUdO3bQr18/rly5Ih739vZm2bJl/P777/Tr169cY586dSqenp506NCB+Ph4cnNzycnJwdzcHHV1dY4ePcqJEyfK1ZfE20MKvN9h+vTpQ0JCgko+V1JSEocPHxY/EBISEujZsycGBgY0bdqUWbNmFau5XXjtqlWr2LRpE/b29shkMurWrasSeKekpDB37lyWLVv2RmN/2aSgvq0RluGHqf9gO1M61aK9tYzHS3rwQcp1Yr8bQfz6wdg9Pi6ml2RlZTFkyBDxC2PZsmXY2tqK1fTJF4OIWuvNk6/7E/3dGLIe3Sp2DPlZqcTum8uTr/vz1H8KiWcD2DZ9CAnpyhzESZMmYWdnh4GBAY0bN1ZZ5zlz5tC/f3+8vLzQ19enXr16hIWFsXjxYiwsLLCzsyvxAzAiIoL27dtjamqKmZkZgwYNKvapQnFcuHBB7NvExITff/9dPBcbG0ulSpWIi4sTnzAsXboUS0tLhg0bVqSvwir7qKgorly5QosWLTAyMsLKyooJEyaIX7ASEu8D+vr6XL58mebNm6Orq4uzszN169ZlxYoVAAwfPpzBgwfTtm1bqlatira2drFBGyjzxRctWkSVKlUwMjJi6tSpbNiwQeWzd/DgwQwdOhRLS0uys7PFXG1Q7m7q6Ojw66+/Mnr0aHR0dDh37hyg/Pxo2bIlurq6DBkyhCVLluDq6ipeO3v2bJo2bUqtWrVwcnKiYcOGzJw5E1CmPgwcOBBDQ0OqV69OREQEx44d44+4bEYHXGPu7nMozGoSfCuGn0Nj2XPoBBM718Hj4948efJEVHopXK/C3W5LS0t0dHSUY/qoLgB5Sc94FvAFkSvciP9pJUYuQ9Cp+qLgLz8tDi1bp2LXT6ZVias/bC5x/ebPn09ERATGxsb4+fm9VkGon58f9vb2VK1aFVdX12JztD09PXF1daVatWpUr15d1CcH5ROHjz/+mIcPH5Y7YO7UqRNbtmyhZ8+e3LhxA4C+ffvy+PFj+vbtS6VKlco9/tmzZ9OnTx86duyIQqFgzZo1DBgwAGNjY3bu3EmvXr3K3ZfEW0KQeKcZOXKkMGLECPH1xo0bhQYNGoiv3d3dBXd3dyEjI0O4e/euYGtrK7Rq1arYvs6ePSsYGhoKS5YsESpXrizUrFlTWLt2rUqbcePGCV9//bXw8OFDARAUCkW5xnnmzBnBxsZGfG1vby+cPHlSfO3n5ycMGjRIEARB7HvkyJFCZmamcOvWLUFTU1O4d++eIAiC8OWXXwpt27YVEhMThcjISKFevXqCjY2NsCEkXHAY+52gpm8m2IzfJthPOyzYfLJZsB6zSbCfdrjIn0pObYRKTm0Eu8+CBKuR6wU1fTNBx7a2sPFsuCAIghAQECDEx8cLCoVC+Oqrr4TKlSsLWVlZ4ni1tLSEY8eOCQqFQhg8eLDg4OAgLFiwQMjNzRW+++47wcHBQZxfu3bthE2bNgmCIAgPHjwQTpw4IWRnZwuxsbFCmzZthEmTJpW4doDw4MED4ejRo4Ktra1w+fJlQRAEYezYscLUqVPFdqtWrRJ69OghrreampowdepUITs7W8jMzFR5D+bOnSs0bNhQiI2NFQRBEK5duyZcvHhRUCgUwsOHDwVHR0dh5cqV5XpvJSQk/rsEXHwoOM4+KjhMPyxoOzQUrEduKPbz0mH6YcFx9lEh4OLDMvsctf2q4DC9aB+Ff6p88YOgbmorVPkiuNj7jAm4+vYn/gbMnTtX/L56E6pVq6byPSjxbiDteL/jDBkyhKCgIFFndPv27QwZMgRQ5mvv37+fuXPnUqlSJWrXri2eK45CSaqwsDAePnxIUFAQc+bM4eRJpfbqtWvX+OWXX/j000/f/sQovSp9xowZYj5jYVV66LNUcgtAyFegSIhEyM9D3agyGsZWRfoWCvLJ/ONXjFoPQq6hjaZZFXTrdaAACH2aBigLYExNTVFXV+ezzz4jJyeHP/74Q+yjTZs2dO7cGXV1dfr3709cXBzTpk1DQ0MDDw8PHj16VOxOdo0aNejUqRNaWlqYm5vj4+PD2bNnS12Lffv2MWbMGI4ePUqzZs0A5Xu/a9cuMdXo1VxBuVzO3Llz0dLSEouuhBKq7Bs3boyzszPq6uo4ODgwZsyYMsckISHxzzB06FCVXdi/y6uF6JU95qNhVrSwD16vEL041aq85Oc8XtIDoSAfmZoGNqM2IlMrmqZTHtWqf5LExEQ2b95cRJf9ddm/fz8ymYz27dtX0Mgk/i1Igfc7TuvWrTEzMyM4OJiIiAiuXLkiPnaLi4sjLy9PpUK6uGrpQgqDM19fX3R0dKhfvz4eHh4cOXKEgoICxo0bx+rVq/9W7vjfobxV6YV/T83OQ8PYGpMOo0i5sJOoNYOIO7iUvLSEIn0XZKZCQT5qBi+KmdT1zf7qR5m//tVXX+Hk5IShoSFGRkakpKSoVIu/XFSlo6ODmZmZmKNZuJaFY36Z58+f4+HhgY2NDQYGBnh5eZVZhb5q1SoGDBhA3bp1xWPNmzenUqVKhISEEBoaSnh4uMpjRnNz8yL5+SVV2YeFhdGjRw8sLS0xMDBgxowZUmW8hMRb4uVUu0L8/f1LTAN8G7zNQvS3qVr1T7Jp0ybs7Ozo2rUrbdu2/dv9uLi4MHbsWNatW4dcLoVp7xrSO/oe4O3tzfbt2wkMDKRz585iQFhYcFFYLASq1dqvUuhYVlxFfGpqKteuXcPd3R1LS0uaNm0KgK2t7d/SDH3TqvTi5mSgrfxBoFvHBUuvZdiM2wrISA7xL9KHvJIByNXIfykoz0uL/6sfDc6fP8+yZcvYu3cvSUlJJCcnY2hoWKSQNT49h41nI1gfEk5Cei6T99xk49kIMU+8OGbMmIFMJuP3338nNTW12ALZV9m3bx/BwcGsXr1a5XhhgW1AQABubm4qgXZxlfElVdmPHTsWR0dHHjx4QGpqKosWLZIq4yUk3mHediH621Ct+qcZNWoUGRkZbNy48Y36CQkJITY2ls6dO1fQyCT+TUiB93uAt7c3p06dYtOmTSqpJGpqavTr1485c+aQmZlJaGgo27dvL7Gf6tWr06ZNGxYuXEhOTg73799n9+7d9OjRA0NDQ2JiYsQK9kJd2OvXr4uV5i4uLsyZM6dcY66oqvTo6GjWrl0LgKOlAbKUGLIe/YaQp0CmroFMXZPiPvVlcjUq1WpJ8oWdFCiyUSREknHnZ+SAo5U+aWlpqKurY25uTl5eHvPmzRNNEwCepWRz+WECrZb+zMpTYfwSkUCWIp/gWzGsOhVGm+VnALgXU9RSOi0tDT09PQwNDYmOjmb58uVlztna2prTp0+zevVqNmzYIB738vLihx9+IDAwsFwV9lB8lX1aWhoGBgbo6ekRGhqqcg8JCYn/P/fv38fFxQUjIyPq1KnDjz/+WGy7wkLqZcuWYWFhgZWVFcHBwRw5coRatWphYmLCokWLxPZXrlzhw0aN2TyyLU9We5F4elOx/eZnpiiLz1e6E7nKg2eBUxEE5e54blwk22cOx7CYsWVlZfHZZ59hb2/P+M4N0D42hw41DNF8RbEqI/QXojcMh8QnuDqa46q4iN+gDpiamjJgwAASExMBpWOyTCZj27ZtVKlSpYgFvITEvw0p8H4PcHBwoGXLlmRkZBSpaF67di0pKSlYWloyePBgBg4ciJaWVol97dq1i8ePH2Nqakr37t2ZP3++qNn9cgV7YW5w5cqV0dTUBJQ7z61atSqx75d3YN+kKt3X1xdbW1uqVq1Kx44dcXNzQ0tLC7fGtgh5CpLP+hO5xpOobwZTkJmCUbvi89pNXD9ByMkg6pvBxB/6Gl2ntghyNezzn9K5c2e6dOlCrVq1sLe3R1tbW0xpCbz0iKAbUTxNyS7VFRNg3M4bRfIh/fz8uHHjBoaGhnTv3r3clfFVqlTh9OnTLFmyRDTjsbOzo1GjRshkMtq0aVPuNXy1yv6rr75i586d6OvrM2rUqCKmGBISEv8/FAoFPXv2xNXVldjYWL755hsGDRqkUmPyMs+ePSM7O5vo6GjmzZvHqFGjCAwM5Pr165w/f5758+fz8OFDQKnW1LDrQGpM3Y/NJ5vQdSz+cyP1yg+o6ZtiN3EHtp8GYtTOG5Ah5OcRGzQP3WqNWLT/YpGxff7551y/fp1ff/2VxMRE1q36mnWDmrL/kxYA9GlgjV3cZRQXA/Fdv5PrK4ZTO+kil88c5+zZs8TExGBsbMz48eNVxlNoAX/69GnmzZvH/fv3K2i1JSQqFpkgPS+WeIkvv/ySZ8+esW3btgrtNyoqigEDBvDrr78We/7HH3/E19eXW7eKl/Z7EzZs2MDu3bs5e/YsowOucfL+8zIdK4sj6cxWdLPj0EmLwsLCAh8fH/r27auS0/6iGKn8eZHKvMXyP0KVyWQ8ePCAGjXKV2A0fPhwrK2ti9hCS0hI/DtxcHAgPj5e5bMlNzeXRo0aceHCBc6fP0///v2JiYkRc4AHDhzIBx98wJw5cxg6dCi2trYsWLCAkJAQunbtSnp6OmpqauLTq0uXLolPIxs3bizK0LVt25YcC0dibFxQq2RY7PgAks8Fkhv7EOMOI9AwfmEgkx15h7jgJdhO2E6/hnasdP9QHJuvry+6urpcunSJBg0aqPT36NEjqlatyvLly9myZQsnTpwQTdWcnJxYu3YtHTp0AODp06dUqVKFrKwsoqKiqFq1KpGRkWL7Zs2a4ePjg4eHRwW8GxISFYu04/2eExoayu3btxEEgStXrrB582b69u1b4fextbUtMejOy8tj//79NGnSpELu1bJlS6ZNm0ZBQQF//PEHK1asEOdUXDV9SSgSIsmNfag0eIj5g4zbJ5k6YTRhYWFMnTqV1atXU7NmTVatWkVaWtq/0hXz0aNHHDhwgBEjRlR43xISEm+P4OBgkpOTxT/r168XzxUWkL9ceGdvb1+iw6SpqWmRwu5Xi78LC703b95MXNRjYjaN5an/FDLDrxTtEDBo3g91Yytid88mesMIUi7uAyA/PRF1fXNkMrlYiF44tvj4eLKzs6levXqJ816+fDnjx49XcTIu1LM2MjLCyMgIJycn1NTURIdGKLnYXkLi34YUeL/npKWl0a9fP3R1dXF3d+ezzz6jd+/e/7f7p6SkYGJiwpMnT/Dz86uQPgsKCggICEBfX5/27dvTu3dvxo0bB7xeNX1BbhZxBxYRucKNhB+X0W/IGCaN8ERNTY2+ffty4cIFdu/ezcWLF3FwcGDs2mCyFf8eV8zZs2dTt25dvvjiC6pWrVqhfUtISPxzWFtbExkZKbpVgtK63Ni8MhvPRnDlYSKHbscwec9NfrwVTcFrPOGrWbMmvaYswXZiIAbOHxP3w2IKcrOLtJNrVcKkw0hsxm7G3G02qVeDyXp0CzU9E/LS4hCEAtHW/cmTJ9jY2GBmZoa2tjYREREl3v/EiRMsWLCA/fv3i8fs7Ow4evSoyg+R7OzsUu3YJST+rUiB93tO06ZNCQ8PJzMzk4cPHzJ9+vRi1S7eFoaGhqSmpnLmzJlSpQxfB21tbebOncu6deuoWrUqK1asEPPMZTIZzmZ5zOzmRNKRVSSe2EDsvjlKd8ptPiiSnor9FGSng1yOTE2Ntu078fzeZTZv3gxAeHg47dq1w9XVldOnT9O4mTPPZCa8+v0m5OUSf+grIlcN5MlKd576TyE/IwmAvLQEYoPmEbnKg6gNo/hhV4CodpKfn8+iRYuoXr06+vr6NG7cuFjFmUKnypCQEAC2bNmCk5MTxsbGXLlyhbt374qudDKZjI0bN1KzZk2MjIwYP368pEwiIfEfpFAqdNmyZSgUCr7fe5igHw6yL6kKK0+F8SQxk0cJmQTfiiHoehRxadmMCbzGb5FlP1ULDAzERluBlpocubae8mAx3wmZ4VdQJCmt6eVaushkcmQyOVrWHyBX1yLzygFqmmsTEhLCoUOH8PDwQC6XM3z4cHx8fIiJiSE/P5+LFy+Sk/NC5alOnTocO3aM8ePHi0WZn3zyCTNnzuTx48eAUgr34MGDFbCSEhL/f6TAW+K9xMvZAZda5uSGXcCs7SBqfr4XdWMrks8pVV3Uc9OI/2ExH3lN5GroY3q2baKSKjN79mxcXV1JSkoiKiqK+t280dDQKHKf9N9PU5Cdgc34rdhN2olJl/HI1JXFq/EHl6Gmb4bthO2Y951OQog/C75XPq79+uuv2bVrF0eOHCE1NZUtW7YUsQ0+duwYAwcOZP/+/bi4uHDw4EEWLVrEgQMHiIuLo02bNgwcOFDlmsOHD3P16lVu377N3r17OX78eIWuq4SExNtHU1OTQ4cOcfToUQyNTRk/fhxG3SYjGNkUKebOzS9AAE7ce47HpkvsKMXcJiMjg7Vr1zLDrTXhy91IOvUd5r2nItcoWnCflxjD812ziPzajWcBn6PXqBva9vWRqWlg7uZLRsQ1pvVtzrhx49i+fTuOjo6A0v+gXr16NG3aFBMTE7788kuVnXuABg0acPjwYUaNGsXRo0eZNGkSvXr1wtXVFX19fZydnbl8+fIbr6OExD+BVFwp8c7h4uKCl5cX6urqfP/991y4cEE893Jh4tChQ1FXV2fpqnUE3Yji6JEjhGxbwbBVwST/doo7p4K4euUSoHR0rFKlCn5+fowcORJvb2+0tbVFBZXJe24SfCumyFjSfztB+u0TmHQej6bFi3SPvNQ4ojeMwG7ybuRayoA6KcQfG80c7p39kQ8++IBly5YVm/Yjk8lYtGgRGzdu5KeffhJNc7p27Yqbm5uYz11QUICenh7379/H3t4emUzG+fPnRROOAQMG0KhRI6ZNm1ZBKy8hIfH/pKKKue/cucO3337Ljh07aN26NWPGjCE4wYJTobHlLkSPWj8c024T0XH4EJkMOteuzEaviqnbkZB4l5B2vCXeaywtLTHV02JM2+pM7lIPPbU8Vrp/yAcGeVR1qCK2k4OJ05cAACAASURBVMlkKsU+y5YtQxAEmjVrRp06dbh24kCx/evWbY921UbEH1xG1Fpvks5sQcjPIz89Ebm2nhh0A6gbWpCSoCwWioyMLLUAqdCp0tKhJhvPRjB5z00u3v6DseM/pZKeAYZGRpiYmCAIgkrBlVSAJCFRMTg4OKCjo4O+vj5GRka0bNmSjRs3quzeDh06FE1NTfT09DAxMaFTp06EhoaW2Ofu3bv54IMPMDQ0xMLCgiFDhqj4A7i4uKCtrY2enh6VdPUY0b21GHRnP75NzObxf+lqDyR2/wLR9OtlCou5r/4ZS2BgIG3atKF9+/asXbuWa9eu8eOPP9K9e3cmfFSTxJ9WkXQu4LXX5t9u6y4h8U8iBd4S7ywV6X4pCILKa0tLSzZt2kRMTAzffvstlwKWoUgquuMtU1PHqLUn1qM2YOm1nKzwq6Tf+Rk1PRMKstMpyHkxvrzUOAxNlUoDdnZ2pRYgLV63he8C9lD744msPBVG8K0YcrSMMHAdR5Upe7D8dBfua09xKewpLVu2LPe8JSQkys+hQ4dIS0vj8ePHTJs2jaVLlxZREJo6dSrp6elER0djY2NTqsJQq1at+OWXX0hJSeHPP/8kLy+PWbNmqbRZu3Yt6enpeG0MwXrMt+JxDTM7LAbMo8qUPdhO2I6GiTWJx9e/egsAsnIV9J2xgYCAAKZMmSK61Fap8mKzoYGdEfVtDXlNV/d/va27hMQ/jRR4S7yzNGjQgLt373Lr1i2ys7PL7ZoJ0L17d37//XeCg4PJy8tj3bp1KoH7vn37xEDc2NgYuUyGZjEyhdmPb5Mb+wihIB+ZViWQqyGTyVA3MEfLxpHks9sQ8nLJjX1Ixu2TuPZ2A2DkyJHMnj2bBw8eIAgCt2/fJiHhhX39wpDnGHw8l6TLB4m/chgA/Q+7knpxH6lPH5KTV8CxG3/SbcryIgY9EhISFYuhoSG9evViz549bNu2jTt37hRpo6Ojw4ABA0r1KrCzs8PMzEx8raamRnh4UbWj+PQczobFqaSBqOkao65v+uKATE7eS8XiKsjkVKrRlJ37f6Rfv37F1qcAVDfXo1UNM9HWPfPBZWK+H8eTle482zENRfxLBd8y0FJTprGEH/Onf//+eHl5oa+vT7169QgLC2Px4sVYWFhgZ2fHiRMnSlwHCYl3GSnwlngnkclk1KpVC19fXzp27EjNmjXF3ObyYGZmxr59+5g6dSqmpqbcu3ePJk2aiK6eV69epXnz5ujp6dGrVy+WLF+BprFVkX7yM5KIC15M5MoBxGwai3aVeujWba+8R6+p5KXEErXWm7gDCzFtO4jZo5WOkD4+PgwYMABXV1cMDAwYMWIEWVlZYhCdnZePmoEFFgMXknhiPckX95IVcQ11Uzvif1zGk6/7E/39eFLCrrDwyP0KDb67du0qGiz5+/uXuq4uLi6ii+arFFo95+XlVdjYJCT+SZo1a4atrS3nz58vci4jI4Ndu3aVaXx14cIFDA0N0dfXZ//+/UyePFnl/PTp03GwseKJ/2dkP76tci4vJZYnK9158lU/Uq/8gEHzj0u8j1wmI+hGVInnC6lnY8Se0c40N84m/sdlVHYdjd3EHehUb0Js0Dy0ZPloqcvR0VBjVvcXueOHDh1i8ODBJCUl0bBhQzp37kxBQQHR0dH4+voyZsyYMu8tIfEuol52EwmJ/xapqamYmip3fmbOnCnK6QF4eXkBxbs/hoSE4OLiIr7u0qULYWFhgLJQ0crKCn9/fyZMmIBcLqdbt27s2LEDUD5Ojt48j8z0NOTaeuh/2BXDlgPQrd0O3drtyH3+JwlHVpP+2wlyou5h2m0SmpWrYdHf76/xKIuRTPWUgb2amhqzZs0iMDCQ1atXM3z48L8Mei5hP+0wqVcPEn/3DFZDV2E/7XCp61GY0/lbZBI1/nr8W1iAOnLkyCLt69SpI8p2ZWVloaGhITrozZgxg6NHj5bznZCQeP+wtrYmMTFRfP3VV1+xdu1aUlNTMalsQ+cpXzF821UMtNVxtDSgf2Nb8f89QOvWrUlJSSE6OppNmzbh4OAgnlu6dCm1a9dm+sF77N69h9j987EatgaNv370qxtaUGXKHvKz0kj/7Tgapi/qUl4lO6+A0KdpKsde3m0HyMzMZOrUqdS3NaJO9j169ehB1zEehD5NI8XpE/b+9hPdK6cxc4QbjQM0qWauJ17bpk0bOnfuDED//v05cOAA06ZNQ01NDQ8PD0aPHk1ycjJGRlJKisT7hbTjLfFOcffuXe7fv0/Dhg3fuK/jx4+TnJxMTk4OixYtIikpiTp16vDkyRNiY2P5/PPPxbYjRozg1K83+ODLA1gOXk7GvRAy/1DKDwr5CmL3z0e3zkfYTd6Nbr0OxO6fj5CvEK8vqRhpyJAhbN+ulDhcFxJOdp7SoCfj7hl063Yo91xex6Dn7t27pKenk56eTps2bcSc0vT0dGbMmFHue0pIvI9ER0djYmLyv/buOzrKamvg8G9qZpJJ750mndBrhNBFkCoQelMQEVBQmiiIIkW6IkWU3kGl9957kxJCSU9I78kk074/hgwZElDvvfJdvedZi7WYmbfNDCH7PWefvS2P+w8bSc/vjlBm5Cqy9RIOnb/BsbAkdtyIZ+GRcJrMPlZqjW1fX1/atWtn1fa8YcOG2Nvbk2eQoqnRChvfKuQ/ulLiGmRqezTVW5H083RMxhc39SrqLFkkJSXFqklNnz59LK/Fx8fzWvmyvNesPAtCa7FycEOqVyxHXTesbhyKPN8Z083NrUT3TLG4W/hfJAJv4R9jwoQJtG3bltmzZxMYGPhvH+/8+fOUL18eNzc31q9fj6urKwsWLMDR0RGFQmEV3FeqVIlGlXyZ3L4yKrkUJBLLYktt9G9gNGBfvzMSuQKHep3Mzz+dJn7ZYqT+/ftz5swZrt8Nt+R0FqZEU5gUiV3VZuTdP0f8TyOJnt+D2CWDyTiz0bJv8eY9UfNDWT2+D/ceRzN58mROnz7NyJEj0Wg0jBw58k99Ls+nj5hMJkaOHImjoyOVK1fm6NGjVts/evSIBg0a4ODgQOfOna1GA4vLzMzknXfewdvbG19fXz777DMMhn+tE6gg/BHXr1+nUqVKVKxYkatXr/7bx7t8+TJxcXGW9KtHyTn8ej2Ow/cSMdq54dRqGOlHfsCoMzeM0eqNFOiNlhrbz6eE6fX6UhdZO6ieTlZLJFCibZeZyWjAmJdhtYC75HFKz+0ujY+Pj2UmDMw/9zExMaJ7pCD8SSLwFv4xZs+eTVxcHKNHj/6PHO+LL74gNTWV7Oxs+vTpQ1BQEAMHDsTV1ZX69etz8uRJq+1nzZrF8NbVebRoAOgK0FRrDoAuORqFR1mrjqBK9zLoUqJQK2QlauoW5+fnR4sWLZg6b5nludzbx1CXr4fM1hGJjS1uncbhP2YLHt2nkH1tH3nh54GSzXu82o/k4P00vv76a6uR7MWLF/9bn9PFixcpX748KSkpTJs2jW7dulkF12vXrmXlypUkJCQgl8tf+P0U1VV/+PAh169f59ChQy/MDxf+2cqUKcORI0f+8vOsXbuWWbNmMXv2bMu6hX9FVlYWe/bsoVevXvTr14958+bRefBIbsVmojOaLIsg1WVrI9O4kHPjgNX+JhPk6wyMn72EhTvMFUaioqKYPHkyrVqZZ7YyMjI4ePAgWq2W19xsKbh3koKY2+jS4kjZPZe8++fQpcZiMhkx5GWSfuxHlJ7lkantzfuf3sCTDc9q9qvkUip72//h99izZ0/27t3L0aNH0el0zJs3Dxsbm9+tmjRo0CBWrVr1h88jCP90IvAWhD8gNjaWQ4cO0aJFC548ecLHH39M586dSUl5Vid34sSJZGdnc+3aNYYMGkCbmmWwkUuRGrRW9bpVcilylR3lHGVsGdbohUF3kYEDB3J6/y8U6I2YTEZy755E83SBprpMLZTugUgkUpQeZbGr2gxttLmigkQqw6jNRp+egEQqA/fyRGW97Eyly9bqLLXCh6y5zMOkHE7cT7K0t/fw8OCjjz5CoVAQGhpKpUqV2Lt3r2X//v37U716dezs7Pjqq6/YunVriZHsxMRE9u3bx8KFC7Gzs8PDw4MxY8awefPmP3/BwitRWnD8e4tt/z9IJJJSK4MADBgwgIkTJzJhwgQGDhz4p4/dsWNH7O3t8ff35+uvv2bs2LGsWrWKtNxCzj5MxWAsORrt0LAbWRd/xqTXlXgtNzGKcQM6o7a1Izg4mEqVKrFixQoAdDodn332Ge7u7nz6dkMyruzCvdtnyNQOAOizU0ncOpWY+T2I/+kDkEhw7/ZsfYs+OwUbv6qWxyage50X54A/r1KlSqxfv55Ro0bh5ubG7t272b17N0ql8g8fQxAEsbhS+B8lk8nQ6ax/8el0uheW1VKr1ZQpU8ZSg7dXr158/fXXnD171qq7pEQioXbt2pQ5eJCkezs59+VMhqef4crZCFpW9sBBpeD6lnk8Dj+L0qHgD9W67datG0OGDkcVF4ZRV4BJV4C6Qn0ACuLvk35iNbrkKExGPSa9DrvK5sDHrnpL9NkppOz8BmNBLnbVmpNR4ZNSzzFjxgxmzJgBmBegLlu2jJsxGYQnZjP7QBiOiWUsrahTcgo4ci+RJrOP4Z0YgbO7l9VofmBgIPHxz2qa+/v7W72m0+msbljAPLqn0+nw9n5WGcZoNFrtKwj/abVr1+b+/fv/0r6RkZEvfC3sSRZ6owa3t8aUeM2uSjPsqjQrdT/nkAG4NB9QatdHd3d3Ll++bHk8bN0VDt9LpCD2LgAO9TriUK+j1T7F87sLnzzEs/fXgDlDpUUld0tudpkyZSitifXq1autHnft2pWuXbuWeu3FP4/nS7eWLVvWshAdQC6Xl3o+QfhfIEa8hf9JAQEBJX5xRkREvDA3PCgoyCq4BEo8Lq4oN9NVY8PQTiHokiP5cUA9vmhXFm38Azw8PEhLS7NKyXjRaKGtrS2vNWpFzu1j5kWVVZoikZlvEFJ2zcG2QkP8PlhNwJit2Nd+k6Kcz9Ka98ReOoBGo0Gr1QLmaeDPPvuMTz/91LKActmyZay/EEmvFRdICLuGNjvdEnQX0RlNpF47xNntPxL+OIp15yMsr0VHR+Pj42N5HBMTY/WaQqEoUT3B398fGxsbq8VdWVlZ3Llz54WfcXFF70P47/L8aHPx7yklJYW33noLp6ddVps2bWrV9fHy5ctUrVoVZ2dnBg8ebPk3W716dXbv3m3ZTqfT4ebmxvXr1//UtT169IiWLVvi6uqKm5sbffv2JSPj2QLHMmXKMHfuXIKCgnB0dCQ0NNRyDWDuXuvt7Y2Pjw8//vij5b2m5BSQmFWAQZtD0rYviJ7fg4Q1Y9E9ramtz0gkatZbVkHxkw0Tyb55EIDsm0dYM2kgH4weg7OzM2XLlrWqJBQREUFISAgb3m9B0ubPMeY/m8YqOnb2zUPELhlM4kbzYujkX2diyE0nbtm7PFk/AUla7As7S65evZpy5cphb29vFTAbjUamT59OYGAgHh4eDBgwgMzMTMt+Z86coUmTJjg5OeHv718iaAfIzs6mRYsWjB49GpPJRFhYGG3atMHFxYVKlSqxdetWy7aDBg3igw8+oEOHDtjb29OwYcOXNhUThL8LEXgL/5NCQ0OZPn06sbGxGI1Gjhw5wu7du+nevXup23ft2pX09HTWrFmDwWBg+/btxMbGEhwcjNFoZPny5QQEBHD48GEuXbrE999/T6tWrVi9ejXTpk1DJpPx7bffolKpUCqVJCQk0LRpU1xcXFi9erVVybDSvNEllLyw0+TdP4tdjWfVTIyF+UjV9kjkSgri75Nz+zi5904RPa870XO7ETXrLaLnvU38TyPQpcYSfvkEq1atwsfHh8ePH5d6rvUXIvl63z3ydX9sYaM+N4NPvpjF6jMP2LZtG/fu3aN9+/bPjrd+PXfv3iUvL48pU6bQvXt3S3WDIt7e3rRt25aPP/6YrKwsjEYjjx49KpFHL/xzzJs3Dz8/P5KTk0lMTGTGjBlWN7MbNmzg4MGDPHr0iPDwcKZPnw6Y00PWr19v2W7fvn14e3v/6UpGJpOJSZMmER8fz5nLN7h0+wEt+oxgyJrLfLTlOtlaPRs3b+HAgQNERERw69YtSzB54MAB5s+fz5EjR3j48CEnTpywHHf7VXNt7Ly7p3AM7o3/R5uRO3uTcWrtH742bfx9Mm3cSElJYfz48bzzzjuWEeI+ffpQt25d0lJTGDNuArm3j5XYvyD6N3zeXYpH6JcAqMvVxXfYD/iP2oCtTwUMxxaVOtuWm5vL6NGj2b9/P9nZ2Zw7d45atWoB5oB89erVHD9+nMePH5OTk2NZmB0VFcWbb77JqFGjSE5O5saNG5b9iqSmptKqVSuCg4P59ttvycvLo02bNvTp04ekpCQ2b97MiBEjuHv3rmWfzZs3M3XqVNLT06lQoYJVaVhB+LsSgbfwP2nKlCk0adKE119/HWdnZ8aPH8+GDRuoXr16qdu7uLiwa9cu5s6di6OjI7NmzWLnzp2Wkdtff/2VuLg4OnXqRL9+/Rg1ahSjRo0CzKN+O3bsYO3atTg5OZGTk8OVK1csuZsxMTEEBwe/9HonDemGzMYOub0bNt4Vn11X2/fJOL2e6Pk9yDy7GU1V8zR2wMfbcW3/IWAOMCQKNY713mJ4v+6sWrWKAwcOsHDhQtatW8eOHTssv9TNtcLDyNcZS72O0tj4VCI/JY53WtfikwmT2L59u6WOOphzvAcNGoSXlxdarZZvv/221OOsXbuWwsJCyyhn9+7dSUh4Qec94b9Cly5dcHJysvwZMWLEH95XoVCQkJBAVFQUCoWCpk2bWgXeI0eOxN/fHxcXFyZPnsymTZsAcyrUvn37yMoyj/SuW7eO/v37/+lrr1ChAh6V6zNq6290XvkbeZXe4M7Vi5ZSf1laHQl+zZl2LJ6YXCkdO3a0dJ3cunUrgwcPplq1auTl5VlmZm7evEnYkywMRhO2FRtj41MJiVSGplpzChMjXnY5VuQOHrjX64BMJmPgwIEkJCSQmJhIdHQ0ly9f5quvvsLGxobp74fSMKQNMomE4hNwjk37IlWqkCrMqSSamm2RqWyxVauYOf1Loh/csxqtLk4qlXL79m3y8/Px9vamWrVqgPlGaOzYsZQrVw6NRsPMmTPZvHkzer2ejRs30rp1a3r37o1CocDV1dUq8I6PjyckJIQePXpYbqD27NlDmTJlGDx4MHK5nNq1a/P222+zbds2y35du3alQYMGyOVy+vbt+9Kun4LwdyECb+F/klqtZs6cOURGRpKZmcm1a9fo1KnTS/dp2rQpv/32myVwbtq0KWD+RXXgwAH8/f3ZvXs34eHhfPrpp1ZBRO3atbl69SpTp04lMzOTZs2aUbVqVX799VdOnz5tmX5/UWk+d3sVPaatRO7sTczCXsQtG0r2jQPYVX4dvxGrCBi7DY8eU3Fp+z5uHc153HZVQwDweWcxAR+up9eHU5g0dhT79+/n4sWLbN++nYoVKxIVFYVarUapVNIy5HVyUqyDXalSTdzSd4hZ1If0Yyvx7DMD+5rmxhgyOye8+s/Bpe37eA2ch8HWlV69elmmjU+cOMHMmTO5dOkSWVlZ7N69Gzc3N1avXk3Lli3RaDS89tprbNiwAZ1MRY2eYwkI7oxBYcv9x1EsXLWFiLgky7WI6ez/Ljt27LCq+7xkyZI/vO+4ceOoUKECbdu2pVy5csyaNcvq9efXBhStG/Dx8SE4OJiff/6ZjIwM9u/fT9++fQFz8yeNRoNGoym1e2Rx3++7TNN2nVk54g0efPM2CTvmWqVtmExgVDtZSv09TCu01J2Oj4+3XN/69estgf/SpUvJ0po7sUo1zpZjSeQ2mHT5f/izkWmcLTW2bW3NC7NzcnKIj4/H2dkZOzs7y7Yhdavy+mtuvFHVE6Xc/Ctdbv8slctGaiLr1BrSfnqPmAU9mdDDnF/+/DoLADs7O7Zs2cKyZcvw9vamQ4cOhIWFWd5z8VS8wMBA9Ho9iYmJxMTEUL58+Re+n71795Kfn8/w4cMtz0VFRXHx4kWrG7cNGzbw5MkTyzZeXl6Wv9va2oq638I/ggi8BeEVKl++PKdPnyYzM5OpU6fSr18/1qxZQ5UqVYCXl+YL2/AVNo7u+I1ci3vXSWScXEt+5M0/dN7nG/So1Wrat29Pw4YNAVixYgWffjkTnUtZknfPtdo3L/w8XoMW4j1oIXkPLpBz63CJ4xsLtSRu+hx92SbcexxT6rRxkeens1ds28+v0XKCZx/jy/lLuHzoVxx7TMft3R+4E5VEzXa9eG/9FfafvyWms/9mbG1tyct7Vke6eFBlb2/PvHnzePz4Mbt27WL+/PlWNeCfXxtQfN3AwIEDWb9+Pdu2baNx48aWWtLPN396kfUXIpk8+TMMJvB+53sCxm7DrePHlFYTu6jU36kHyUSkmAM/b29vYmPNKSUVK1YkOTkZMP9863KfjSSn7FlA+ql1VseTKFXm4z6t5Q1gyLVungOl19j29vYmPT2d3Nxcq8/G2VbJsn71+Hl4YwC61PKlVWUPutbypQlhuKXc4saF02RnZVrWtrxoceMbb7zB4cOHSUhIoHLlygwdOhQoWcc7OjoauVyOp6cn/v7+L71hHTp0KO3ataN9+/aWa/f39yckJMTqxi0nJ4elS5e+8DiC8E8gAm9B+A96fur9/fff58KFC0RHR/PWW2+h1Wrx8fFBKpUSGhrKa6+9xqVLlyz7v6g0X0xMDDeuXOSb2bOwVatQepZDU7Ntqfmdz1PJX9ygB6BDhw70798fr8Zd8Gw1mIK4MPRZyZbXHRt1R6a2R+7ogUP9zuTdLZl3nf/oEnJHD5xqtWXHrSelThsXVzSdvfJEGKN2RXI1W0OB3kjmb8dwaNAFhZMXUqUah2YDyL57ioO34xk4eQGV6jQR09l/I7Vq1WLjxo0YDAYOHDhglbO/Z88eHj58iMlkwtHREZlMhlQqRSKRoNfr+f7777l1/xHzdl+lZ//BpBXAR1uus+zkI5q2fpNr166xaNEiBgwYYDnmkCFDSi0f2LdvXxwcHChXrhzfLFnJ9D130GnzkCpV5EdcI3bZ0KcLEDMsdfCfpzeYuB2Xxa3YDHr27MmqVau4ffs2jo6OzJ1rvlldv349Fw78guQFTW0AZLaOyOxdyb1zHJPRQM7NQ+gznptlglJrbAcGBlKvXj2mTp1KYWEhZ86csVpo6mxnTi2Z17MWPw2sz4LQWtT3NaeYuLq6kpeX99Lus4mJiezcuZPc3FxsbGzQaDRIpeYwoXfv3ixYsICIiAhLF9vQ0FDLz82RI0fYunUrer2e1NTUEj9HixcvplKlSnTs2JH8/HzeeustwsPDWbduHTqdDp1Ox+XLl7l3794Lr08Q/glE4C0I/0HPT70vXbqURo0aERAQwJ49ezCZTNSqVcsSmN++fdtqytfX17fU0nzx8fG4uLgwtFV1JrevglohQ+7ogSEnFYDErVPNCyrndSfnznEAS87niJDyL60VXjRlHvYkC53UBqlKgyHnWbUVWbFpa5mDB/qckp0n9ZlJFMSHEz6nB6PfrFXqtHGRounsqbMXMLRdPaI2fk5hinl0U5+ThszBw7Kt3NEDjAb0OenkZyQRUagp0d2vyF81nf2v1qZ+vsPnv+Nltaj/my1atIjdu3dbPvcuXbpYXnvw4AGtW7dGo9HQuHFjRowYQYsWLQDQGYyoqzSj/ustGN8jhAKpmkIHX0ub9VbfnsezZgiPHkfQrVs3wJyG9Pyoq15vTvu4dOkS2dnZREREMOGDd0g8vQXH4N4UxN8nddccJCYjTs0HIbWxJWXX3FJHoAEMJhMzdl4lPDwcZ2dngoKCaNasmeU8AwYM4PzGBZZg9UVc240i8+IvxCzqQ2FKNDa+Vaxef1mN7Y0bN3Lx4kVcXFyYNm2a1Y1HaQYMGEBgYCC+vr5UrVqVRo0avXBbo9HI/Pnz8fHxwcXFhZMnT1pGoIcMGUL//v1p1qwZZcuWRaVS8d133wHmKlH79u1j3rx5uLi4UKtWLW7etJ6Nk0gk/PDDD/j5+dG5c2cUCgWHDh1i8+bN+Pj44OXlxYQJEygoKChxXYLwTyLqeAvCX+jMmTNcv34dW1tb7OzsSEtLY8+ePbRt2xaZTEatWrWspnzj4uLMiyGfRs3R0dF06tQJHx8f0tLSGD9+PPv37+fBvXu4la+O0sEdlVyKZ89paKNukXZkOemHlpF+5AcCqtYFoHPtlzfJiImJITIykkW96uD30WaM2hykds6kHTJ3yyxMfIzS3ZzbachKRq5xKXEMuYM7qoDqePaaTqvKHvw0sP5Lz+lVtSGGdp/h2yyPjFPrSN3/HV79vkGuccGQ9SynW5+VDFIZMjtn5A5u5MeH8/W+MIL8nEqM4A8dOpT09HTat2/PgQMHsLOzs0xnHz78LD0mJaeA7Vdj+WjLdc4+TME5S47fyUf0qPvHm4n8nYwYMQJfX19ef/11Ro0axa1bt/4jxy2tjvWgQYMYNGiQ5XG9evVeWBJyzJgxjBlTss41gObt6SQ7eOJd3lwdJ+P0BsuosPZpactMowZl+YbsuJ1Cr3oqRo0axZo1a6hZs6blOGFhYdjZ2ZGdnY1EIiElp4DAoMaY9IUo3QNxfXM0Sdu/xPf9nwBwbNiNmEV90Gck4DdipdU1OTU155FfiMpGlfmAzz//nJCQEKZNm8b58+e5ffs2x48fx01jQ+gnMzl8L5Hk3Qsw5mWSeX4rxoI8nmyYiNtbY1GXr4e6fD0kMgUurd61nCNp+5eoAoMYOHONpcY2WKeFlCtX7oX566XV49ZoNOzcudPquRcF697e3i+sJCSVSpkyZQpTpkwp9fWmTZty8eLFEs8XX4chlUpZu/ZZdZfnm229aD8w38gWpfcIwt+Zd6iluwAAIABJREFUGPEWhL/IvHnz2LZtG2XKlCEzM5ONGzcCMH78eAoLCy1T1cUlJSXx7bffotPprErz+fv706RJE65du8b06dNp2rQp2bEPWDV9DGPaVKRrLV9aNqrNwGk/sOTQTWJiYunR8uXBb5F9+/ZZGnNknN6A0rsiWee2oI35DYDc3w5j0Oagz0om68oubEtp/qEuXx9dWhw5t49hJ+el08aJiYmMm/cTeXm5SOQKpEo1SMz/FdlWDSHr8g50GU8wFuaTcXKNuW65VIZd1eZoo26S+tsJFh8N+9PT2VceJ/PuqgvU/XAZszYfYceNeBIytdxPzGHhkXCazD7GvMP30Rn+exp7FI2k/juWLFnC5MmTCQkJKRF0/yv1z1NyClh28hEO7j60G/+9Jf2jqJNpaf7oiH3RbIZWb+Bl/VUM+dlk3zyEOugNvt53j/4ffU6zZs0ICgp66fHNpf5MFCabc5WVXhVQuPqT9+AiJqOBvPDzSOQKFO5lrfbTRt0i9ntzZ0uVjQ2N+45BpVJhb2/Pli1bMJlMhISEcP/+fa5du8YHzSugkptLZubePYljk174j96I0qMsKU/XUGiqtyTv3ilMJvONhCEvE23kTVyDWr6wxrYgCH9/YsRbEP4CWVlZTJ06lQEDBnDr1i0UCgVt2rRh7NixzJs3D3d3d4YNG0ajRo1YuXIl48aNQ61W4+fnx+TJk5kyZQqenp5Wpfk2bdrE8OHDGTx4MDqdjhYtWtCtY/tSz19QUFCiVvaL9OnTh0WLFgGgT3yITONs7nLXZyaxi/qgfq0RCSvex5CXCVIpOTcOoHB7Vt3gyYaJqPyrIVXbk7p3IUsOfMu6kRpq165Nnz59aNOmjdVIVZ26dUnRKdBlJmHS65Aq1dj4ViZ6fg9zucSAmiRumGgelfR+DUNaPNHze6AuWwel12ukHlnBT/u+ZZeLI16enkRGRpKfn4+npydffvklP/zwAzKZjDZt2nDkyBEOHTpE46bNyUh/F4ncBpmDO4acVBwbvk3uvVNIpDIUTl5ogtpwOTqN1Jx86jRtzcObl6hcuTJvvPGG5dpNJhNjx45lw4YNaLVaAgMD2bRp0wvLUGZrdSw7+Yir9x7x89cfUC2kAxmPbtL37U5M/OTZaG9QUBDTpk2ja9euSCQSFi9ezMKFC9Hr9UREWJehO3PmDL1792bdunXUrFmT/v37c/HiRfR6PcHBwSxbtgw/P+vR+8aNG3P9+nUSEhJwdnbmX3EzJoPvTzzkZLg5/z+v0MD1mAzCZPGo5E9YcCSc5pXcGRFSgZr+v9+RtciDBw/o1q0bBXojhlYf/+722TcOkH50BXbVWqAKqE52aiI/b1rD8TMlc7MrVaqEh4cHc+bMYcyYMRw8eJC8qNuoAmsAmG/oqrckZdccTPpCJDIFbl0mIn26ALI0Wr2RsIRsfl21nH79+pGXl0eTJk346aefaN26NRs3bmTu3LlMbl+ZD3ZKUJevhyrA/O/DKWQAMQtC0Wclm0sN2tiijbyJumxtcu+dwrZMDab2bPyHOtoKgvD3JAJvQfgPKT71fu7cOUvNarn82Y/ZnDlzSEpKorCwkPnz5zNx4kTOnz/P48ePyc3NpX379uj1+lKnVP38/NizZw9grmVcoULJUbHo6GiCgoLIyspCJpOxatWqEtsVn4oums6NjIykbNmyyDUuFGal4Nn7a6QqDYET92DIzybz9AZcO3yEXdUQ8sLOkLztC3yGr0AT1JonGyaSe/ckHj2nYevsgcfZ+TQNbsKsWbOsGosU0erBvfVQ5AE1yTi9gcwL27Gv/Sbu3SaTcWod2ujf8PtgNSaDjrjlw3Co3wX7Oh3If3iJ5J3f4NDobbxbDqRMxE7KaLCM1l+4cAGJRGJJ01m9ejUqlYrL6TYYvKtj/5orzs36o426ReLmzzAW5BEwdhvayOsk/zoLdcXGqAKCsPGvzsPUAubvvIB/YQzt2rWjSZMmABw6dIhTp04RHh6Oo6MjYWFhODmVDJJuxmQQnpjN7ANh2IapiNn4GQ4NuxHj34bCfDXTFiwjwqspI0IqQFoUcXFxdOjQwbL/jh07uHjxImq12vJcr169mD59OkOHDuXnn3+mQYMGpKamMnjwYLZu3UpSZh5v9+5PSNf+hIz8BgeVnMpeDtRx1HLx4kWcnZ3ZunUr7733Xonr/T3mpkphLxyJLkr/OHQ3kVPhKUxuX/ml6wqK+/7775kxYwbfHQ3nwtmd5tkPg3XzJpPRAFLzz5F9rXbY12pneS39yAocg3ux7loywVWtO88qFAp27NjBqFGjmD17Niqf17Cr8jo87fyaH3mDjOOr8OwzE6VXeQqfPCR5+1fIe05D6VnuhdecpdVx4MABevbsSWZmJvv27QPMiziXLFnCN998Q79GZVju58jddPN6C5PJXJqzaA2F3MEdTfVW5N45jm252uTfPcGQYSP+8OcmCMLfkwi8BeEvkJKSgpubm1XQXcTb25urV68C5kYcS5cuxdnZGWdnZ0aPHs0XX3zxL583ICCAjIwM0tLSWLFiBZUrV/5D+xUtHiyIvIGmSSj5j6+SdnAJ7m9/hj4rGbmLD5rqLQFzffCsK7vIf3AJTVBr83M1WqN09aVVVU+CAnqxa9euF55LZzAiN5os//mo/KqiLm9Oi7Gr3pLsK+Z9C+Lug9GAfb1OSCQSbCs1wcbH3DxIqzeSkW8kITuRqKgoKlSoUGr5uKKGQAajieLj/xKZHMfXeyORylCXr49EqUKfGovU+zXy7p/D553FzDsezfw3fayOp1AoyM7OJiwsjAYNGljKQBZXFKSm5RWiTIoi5fRmnJsPtNRVV5RrQOHe79h75hqnwlMo+/BnQkNDUSqVlmNMmjQJFxfrXPqUlBTee+899u/fbxlhd3V1pUKDVnz0811Ohiejfa0DsesmYggz58mr5E9IPrEW93LVaN+mJWvXrn1h4F2lShXmzJnDW2+9BZjTXLy9vflw7io2PJKRfP0IGafWYSrU4tCgi9W+BfH3STvyA7rUWKRyJaP2B6OfP49BTSuWOE9BQQGTJ09m69atFBQUULFiRarUrMPtmFRLylHWpV/Ie3gJiUSKU8gA9JmJKJx9yH90mfRjK9FnpyBVqrGv34X8qJtoY+/y4/HV/Pqx+TNs0KABnp6exMfHo1AoaNWqFSdPnuSjLddZMrIrxsJ8ohf0RKq0ReEegI33awDInbxBJufJhglIJFJsAmrg8XbJVJxHx7dRaUY/oqKikMvl2NnZodVqMZlMmEwmDh06RLt27bAz5JB7/SQVy/hxeedqTBIJxvxsZE/XSbjUbEXk8vepZ5fJgax45o4bWup3IwjCP4fI8RaEv4Cbm7ndc2k5ugkJCZaOl8UbcYB105B/h4uLCwMHDqRz585/Kk942botZJw0L3Z07/EFqoAaT0fnPKy2K15RBcwNP4pqhf9eo4vnR0xlxRqNSOU2mPSFmIwGDDmpyOxdraq8FK+wUr5V6EsbsAB8f+IhWr2hxPNStT0S6bNQXCK3wajTYszLAqMBmb07Wr2hRAWVli1bMnLkSD744AM8PDwYNmyYpYMiFAXd93iwaCDG/Bxy75xEbu+KbaXgYudSYlulKTm3T5BXqOPwnl9xr93a6jzt27fH3t4eJycny81TVFQUISEhVmktP524R/MufVgxuAnh09sT/eMojAW5JP08HX1OGvk6A+kXfiHXxo0TxsqcO3euROWPnJwcOnXqRGxsLB07drTM3Bw8eBB7JxfmzF9E2PSOpO6ZjyE3E6O+EENeJoZsczUeo05L5sVf0KXGYDIZkdm7kRNxgwnT53Er9ll1kAcPHlCvXj0mTJhAeHg4N27c4OHDh2g0GoYPGUjCL7NQBdYEk5H8iOt4DZiHy5ujSD2whPwHF7GtHEzqvm9xafcBAWO34f3uElSBQfgOW47PkO8oM/Q7Pl62A4C6desSGhpKeno6+/fvZ9iwYeTl5fHo4Bp0qdE4BvfC/8NNaGq0piDmDvnR5tz35J+/wpCTjmuHj/AbvQFVQA2iZr1l/Xmd28zjc3sZOXIktra2hIaGEhwczO3btwkPD8fd3Z0JEyZYti/QaqmkzODx48fUqF0PJNC8mj9da/ky/u0mNG3SkPtbZtGje3erGQ5BEP6ZxIi3IPwFGjdujI2NDb/88gs9e/a0PJ+Tk8P+/fuZMWMG8KwRR9WqVQHrpiH/Lr1eT1JSEllZWSVGT19EmxSFSmWDtkCHITMR/KogkSvJj7xBzMJeSFX2ODR6G0NWMrKydck4vQFdSjRZ57eRfmAxtaabS/LZ29uTkZFBixYtcHBwsBx/4MCB5GYkYYt5wVrW5R0onH2I+bYvEokUdWXzyHvMglCQyjAV5hM9vwcKFz9U5eqQ/+gy9vU6YTKZ+HXeBAoiryORSFAqlUyaNImpU6dabjSW/PAjJ21CyL55hLwHF7Cvaw6gEjd9isTGjrjlQzHkZWFXrbkl/UaisgMkxH0/EKlKw5HG3aw+n9WrV7Nw4UKSk5Nxdnbm9OnTzJkzh6+++soyup6vM2Iy6NClxQFQ8OQB8T+OwGfoUiRSGXkPLqKNuI4+M4m88POYJBK2xtjydmwGzqZswDyyrlQq6datm6VOs1KpZO/evSxatIjY2Fh2HTpBin05Mq7tL3aFEsCEUZtD+rGfkDu4m3OXbWyJXjMOpHIGfPAxZw/seLaHREK7du3o378/PXv2JD/f3GFx48aNuAQ1J+nBI2z8qiDTOOPe2RxQGgu1ZF8zp1ekHViMRCrF970VSFUaCpMiKIi5Q07kLZaceMiyfvUAWLhwIR9//DHvvvsut27dok6dOvz444/Ur1+fAwcOApAXfg5kCmwrv07ixk8xFuSAyYBjcD+U7mVAJkeXEoPSoxwylQaZ17M0Kj2QUGjOzbazs7OU4dy6dSs//vgjOp2OwDJlUboHYl+zLQBOzfqRc+cYKTtmY9IVYNJpcWzaD7unN0pStf2zUn8mE2lHV6BLeMDlC8cZNqgvgwYNYvny5dy6dcvSuXHChAmMHz/eUhZPJpOZf8bLB1CnTh1cnJ0ZWceORo3MNejthgymf//+lnUWgiD8s4kRb0H4Czg6OjJ16lRGjRrFgQMH0Ol0REZG0rNnT/z8/Cwtpnv27MnMmTNJT08nLi6OxYsXv/S4Op0OrVaL0WhEr9ej1WoxPM2H/eWXX7h//z5Go5Hk5GTGjh1L7dq1LUH3F198QfPmzV96/GnTpnH+7BnGzVtB6oHF5N0/S+7dU5h0BTi3fBe3zuNJP/YTBUmRqCvUBwkY87OQ5mewe/duPvnkE1xcXCgoKKBNmzaAObVg79696HQ6bt68iclgRI45J9hUqMVk1OP3wRqcW71LzlVzkOk3aj2qgBogleEY3BvX9qPJub4PU6E5KDRG38BOm8wvv/zCzp07ady4MVKplOrVq6NQmPN3F8ydQ3bUHQqTIzEV5Fm9T5OuAO+BC/AZ8h15906DoRCA3N+OIFGqUPpXw6PvLLJuPeukmJuby8iRI5k1axZpaWkcP34cV1dXS83m4qPrRm02UlsHXNoOx2/kWqRqe1L2zKcwNYaUXd/g0m4kMicvDHmZmAq15BdoWXzsviV4KywsxGg0cvv2bUtXxMLCQjZu3Mhnn33Gzzt2QfvJlpsMqdoBx+aDsAk0l9Iz5KShS4qgINZcVSbn5kG8hy1HXb4e5w7tZsv+k7i5uWEwGLCzs2PEiBF07doVgKNHj5KXl8fOXbtI9WoAJjAW5iO3d7d8FlKlCpnaHkNWEnkPLuLQ8G1S9y4k9vuBJG40d1U15GVx/H6ypdrJhQsXCA4OJi8vj7p16xIdHU2XLl2YMWMGEqkEhVsA+Q8vIbN1wKXVu/iNWIlLq2EAZJzZQOzSd9DUbEv+oyvELRlM3PJhxC4ZTMyCUBK3fI4+M4ksrQ6TycTOnTu5e/cuZcqUYf78+dSuXZvs7GwG9O+Hb2B5ik2iYONTCYd6nczrGtQOOAX3srxWEH0bx6ePjQW55Nw4SPPQoZT19eDw4cNMnDjR8n6K6sR/+eWXqNVqbGxsmDhxIl5eXhw5coScnBxOnTqFvb291YxQQEAA/v7+v/uzKQjCP4MIvAXhLzJ+/HhmzJjBJ598goODAw0bNsTf35+jR49iY2Ou0TtlyhT8/PwoW7YsrVu3pnv37pbXSjN06FDUajWbNm3i66+/Rq1Ws26duSV1XFwc7dq1w97enho1aiCVSvn1118t+8bExBAcHPyiQwPQsGFDatSowezR/fl2xWrS9s6nMOE+vqFTyb66m8TNk5HIbbANqIatgzNlncw5tYMGDqBDhw4MGjSIJ0+eUKlSJUvKwrRp0wgNDUWj0Twd0TeR9/ia+YRSKQr3QCQyOYXJkZYFdEil5D+6jFvHT8i9c5wn68YhVTsiVdkjkcnNo+EFeQwfPpwePXpw7do1/Pz8uHr1Ko0aNWL8+PHI5HISNn5KQVwYEhs7ss5tIfvmoafv1ITExpac28cw6Qow5mWSdWE7OXdO4hjcC2NeJvFLBqPXPguQqlatisFgYNy4cTg6OlKtWjUuXbpkbjn/1QxWfdCuWBqNBFOhlozT64lb9i5ye1cMOWmk7JyDulw91GVro6nRCmNuOiaJjJT937NyxJvodDrA3HgmMjKSK1euYDQaLdfw6aefEhwcTFJaJqk3j2FbtTkAxvxssi/9il1l8/erz3iCzMGTwicPnr5dE/HLh6GNuA4mI0MH9SUnJ4dbt26RlpZGSEiI5QZt+vTp7Ny5E3f/8mRc3kVe2Bl0iY/IuvQLcT+8R27YWXTpTzDkplOQ+Bi5owfJP08nP/I6xtxMXNuNwilkwNPTmvhm+ykAnJycmDlzJlKpFB8fHyQSCQUFBRgMBvxaDcC2WnOMeZnw9P0aC7WkHVmOzM4Jj+5T8Oo/B9uKTfDo/jkub47GmJ+NyaDH78ON2PhVI2XXN1Zt1p2cnEhJSWHr1q0cP36cVatW4ePjg21huqXUH5hr08s0rsgc3DHmZ2Ms9p27th+Nupy5Hr5UpcGv1zQurv6as2fPAuaUMrVazZ07dyxNszIzM1+aalWcTqdj0aJFvPvuu1YpVYIg/HOJwFsQ/kLvvPMOt2/fJj8/n8TERJYvX25Vzs3Ozo5169aRkZHBvXv3cHV1LVEKrrjVq1dbFnAV/SlqWDJq1CgiIiLIzc3lyZMnbN68mcDAZ1Uerl69ytixY0s9rlwuZ/369Tx48IB3330Xk8nEyIGhnD11ElcXVz4f3psRi7YzePkJmvceQYCTinMTWlLNUY9EIuH7778HzGkmOp2O06dP0769udTh22+/zSeffILRaKRmzZp8+umndB32MUhAZueEe6fxgHkxpUSuQO7qT9z3A8FoQOEegM+Q7wj4eDsO9TtjMuiQO7jRoV0bpkz53BxI2dpSs2ZNfHx8rN6PTK7E553F2Ndqh8LZ3J2yINpcm9x78CJybx0h97ejqMrVxb5hNyRKNbqkCBSuATiHDERm74rH2+ZmISdPnkQikTBlyhQqVqyI0WjEzs6O06dPc/ToUX5a/awpCIBM7YBEIsWk1yF39KIgPhy7Kk2x8a2E3NHTfI0O7tj4VUVqoyb/0RVcXg9FJldgY2PD9u3bcXR0tDQ+mTVrFhKJhOvXrzPpi+k4tx9DxpmN5Nw8+PSMJox5maQd/P7pQyO61KdpSwoVclc/TAaduToIkJ2cwOafd1KtWjWWL19OUFCQpYNqeno6/fr1wzsoGJnna7j3mIJHn5kglaPPTiVlz3wyTpnfb2HCQ3TJUWAyovQoj6pCQ1L2LSTrivm6Cw0mdp26avm3Xq1aNdq3b4+fnx9eXl4MHToUJycnOrZogmttc/qHUV+sHrhEislgwKQvRKa2pzDpMUZtLjm3DqGu0ACJTI5EKsOxSU8KEyNwlzzLtx8yZIglR14qlRIWFkb79u2JjXxEC9l9VDITufdOUZgSg7pCfeQaF9Tl65J6aCkGbQ4mgx5t9LM6+xJgxoiebNm0kW7dunHp0iWkUilDhw5lzJgxJCWZF7TGxcVx8OBBfs+9e/dwcnIiISGBjz766He3FwThn0EE3oLw/yghIYGzZ89iNBq5f/8+8+bNs0z5/6fduHHDUhO8NJ6enhw9epTTp08zYsQIAHx8fEhPT6NPbQ8WhNbip4H1aehhomH1CrhqbMjLy8PGxuaF1VukUil5eeY0j8aNG6NUKpFIJHzYtjrK5+qMG7JTMBVqsa/TAd/3VwISkrebF7uZjAbyH102p7y81oARzSswevRorl69yt27d3ny5ImlNfyZM2eYMWMGVZp1QO7sgyE33XIOx6fdByVyJbl3T+DQoAtSpRqJTIFzyEBMhXnoMxMt2+uzkq2usX79+hw+fBhvb2+aN2/OJ598gp+fH5Vb98RqzahUhnPrYfh/uBHHJj0x5KRRkPAAmcYFfVYSRp2W7Ov7sAtqiyE7BbuqzZB5lMdg0KNWqzl+/Dh37txh1apVAOTn5yORSKhevTqd3+qALisZQ86z94VEAhLz5yl18ECmcUGiUKL0rWquzuFlrtrhFDLIvL3JyJ0cFUqlEicnJ06dOkV8fLzlOzeZTAQ0fgtN9RaoA2uiDqiB65ujQFcARgP6rGSkagf0mU9AKselwxgKnzygIPIaUrkShbOv5dKahLQCzJ0NR44cybZt26hXrx5JSUksX74cAF95NjK1vfnSdObAW6pU4d55PMbCPJJ3fkPSz1+Rc30/cUuHoI24Ru6dYxjys4leEErMwt6Aidouz2YHRowYgUajoVOnTjRs2BClUomrqyt79uzh4q61RC/sQ/bFX/DsMQWZrSMArm99jEQqI/6H4cR+25esKzuRSEApl2GvUtCvURnatGnDypUr6dixI9euXWP27NlUqFCBRo0a4eDgQOvWrbl//36Jn4fnValShdzcXM6dO2e1DkIQhH82sbhSEP4fFRYW8t577xEREYGTkxO9evWyBL3/H3x8fDh69CghISGMGTOGBQsW0KRJEyZNmsTcuXMJDw/np59+YsOGDYB5hLugoAC9Xl8i+E5ISMDFxYWNGzeiVCqRyWScPHmSevXqUdPfif6NAvjm2Ro/JHIlEoUNClc/pEo16tcakv/gArE/fgB6LRgNKN38mBrahIKEB1yMM1KnTh3s7OxQKBT4+fkRHR3N5MmTOX78OClPIsg8tITcyBtIbewAkBeriqLPSUPm4AHx4ebXHM2VW7Iv7zSnSphM5FzcbtneYDBw7tw5GjduTEJCAp6enpZR4uLVVgBMOq35/UikSFWap88VYFe5KfHntpK3sDeqMrUw5mWAyYQqoAZK74ogkZKRYa4EUr16dUv6wYwZMzAajdy5cwe7oLYkH14BEgkuLd8h59pepGpHc91pqQy5gzu5d04gt3XErmoIhQnh2PhXxajNofCJ+b1KVBouXrnGrtWr2bdvHz179qRRo0aAOf1h8+bNnDN5kblzMTm3DmHIScM85gvqcnWQO3vj1ftrYhb1AUxg0CF39sZ32PKnbc9r4lC/MwAOKgXjxo0jNzcXAJVKxYwZM1izZg3x8fEYjUa+nfcNmfnmPHuMBnQZT1A4eaEuV5fAcb9i1BWQcWodhQnh+I/ZQuKWz7Gr3hJNtRbm9yOBN6p68mbrepbv4MyZM5Ya9sXb2L/++uuWcp63YjNYcuIhx+8nIwG0anvc3jLPCqnkUkxAi0rujBgRTNDa8ZZjdOjQgcTEZzdoM2bMsCyYLq60NufF6/0LgvC/R4x4C8L/o8DAQG7fvk1ubi5xcXHMmzfPqp7z/4eAgACOHTvG9u3bmTRpEps2bSIyMhIfHx+6du3KtGnTaN3aXP7Oz88PqVTKL7/8YnWMouot7733Hrt372bWrFlERkbSpcuz+s9tqnphr1KgVsjMo4oe1m26nVsMNv/FUIjSLRCXhl2pEOhPv0ZlyMrKYujQoTg7OxMYGIhGo8HX1zzKOmbMGDQaDVH3bpD12zHsnuZBAxRfVSfXuGDISrI81mclg1SGqnw9Uvd/hyE3HU1lc+Mcg8FAamoq27dvx8fHh8LCQs6cOcPSpUvNrz8trVfEpC8gdf+3RM/rTvqRH7CtFIxEKkXh6od7p3EonLwoiL1D/qMrKD3LY8hJQyKVoXFytXz/zs7OtGplHi22s7NDpVIxadIkun/0JXbVW4LJVGzU20RBfBjayOvk3DxkHrlPj0eX9BiAgrh7FCY9Ni8kBUzaXNJTzeUg27dvj4+PDytXrgTMqRIVKlRAlnSf7Is/owl6A98Rq/D/aBMShRJt5A1sKzQ0l0Ws2gypUk3GybXYVg1BG3sXbfRvqMvVMZ/3zlHWfvQWQUFBhIeHW31Gubm5+Pv7c//+fW7cuMGs+YuRO7ihcAsg984JDLnp5IVfwFioRSJXIFWqLXW+7Wu9Sdb5bZbW7wq9lgo5t/mzgvycWNavHucmtGRMm4p0reVLq8oedK3ly5g2FTk3oSXL+tUTnSQFQfiPESPegiCUGIUrW7asVWnDoo6Zz5s1axYuLi6MGjUKBwcHWrVqRUREBH369MHPz4/PP/+c6dOn88UXX/Dw4UPWr19v2bd58+akJSVYRh33Rrch/9FlZGoHTAY92df2ofavhv/AObSo5M6OCV2Qu5lTZVq1asWtW7csx1q9ejU//vgjYF7wtmnTJkJDQ4nIlmBs1hdNjdbELXsHgMCJ5vdiWzWErAvb8Qj9CpmtI6l7F2BXpSmubd7DuWk/YhcPoE61iuzaVciMGTMs3UZbt27NhAkTuHTpEt7e3sTFxXH/6HaKL42Tqh3NC/PKmEvGZZzegD4jwXzeSk2wrdTEsm32zYNkXdiO42v1Ucjl6CQSZDIZOp2OS5cuAdC6dWtLjWcHlRzbCg3ICzuN3OlpvrijJ5pab6Cp0Zrs6/v7jku0AAAFq0lEQVRIP7YSTJD/+CoKVz9yfzuGR88vSdo+DYlEitzFB5XCHMRu27aNBw8eWHXOrFu3Lhu37wCpjLyw02Se3YTJUAgGPQ6Ne6IKDAJAU6M12sdX0aVEoU+PJ//eadw6jEHhaq5Hr8tKpkWz12nTpg0ffvghWq0Wlcpc8i83N5d+/frh5WXOv89NjCSkdTtu5zuQdmk3mpptybq8g5S98wEJSo+yuLwxwvIZGnVaUnZ9gyEzCScnJ+52aAfDB5X67/T3uGpseK9Z+X9pX0EQhD9DBN6CIPxbxo8fj6urK5988gmPHj3CwcGBLl26sGHDhpdWaClSNOqY2qUGozx07Fr9FboCLR5lKtH1w0+YMqwFj+/dYsWTBIYPffeFxzl//jwajTmtw9bWllatWjF5zpeM+PURulK21wS1wZCdRuKGiZj0hajL1cG5zXAApCo7PNt/wJV1s/BdO4Px48dbLXqdMmUKw4cPp2zZsnh7e9OvTyjzvlv+5z64564jZu14jLlpNG/enO3bt+Pk5MSuXbvo0qULQ4YMYcuWLQBU9nJAIbOerNSlRJF2aBlpR35A4eKP65ujyDi+Ctd2I0k7vhIkEuQObri0fZ+sC9vRJUfh5WgOgC9fvoynpyeJiYnI5XI+/PBD5s6di8Fg4IvawTy4eASpQoV9k55kX9tnCbrB3HVUIldi41cNr77WDYwkElCnPuCrpavw9PSkZcuW7Ny5k9DQUAB8fX2tZkA2bdrE+vXr+S3fka/3dUSrN5Q4ZnH2NVriXrtNqe3pTc91aVq9evUf+zIEQRD+YhLT8/9DCYIg/Be4fPkyvXv3Jj4+3lIvOzIy8k+XXSvqJpmvM/7+xk+pFVImt69SIqB7kaVLl/LlohWoun1VojPnH1GUo3zgs+4kJiYik8mQSCQEBgYyadIk+vY1N2vx8/Pjo4mfU/v9hSTsnIPfB2ssx8i6tIOsK7sw5mciVWnQ1GqHU3BvANJPriXn+j6QSLGr3gJ94iNmjBvBRyPft+zfunVrHj58SEREhOUzvhmTQa8VF8jXlez+WeTJxk+xqxaCfc03rJ5XK2RsGdbIkqZx9+5dBg4cyKVLl0p8h7t372bdunVs3boVKCX3Wv/su7PKvW5eQaSBCILwtyICb0EQ/vHMwXcYWr3hpYGxRAIquazUUdTiEhISePz4MY0bN7akaXTt+w57TLVfGqS+yPNB6u8Ztu4Kh+8l/ltBflFHySJDhgzBx8eH6dOnWz3/shuXgoRwEjd/jt+IVUhtbIu9nz934/IiqTkFbL8WS1hCNllaHQ4qBZW97elexw9Xze/PpgiCIPy3EYG3IAj/E/6To6hRUVF06NDBqhrNzJkz2Xot/i8fXYc/NhL94vOVDPIjIyOpVasW169fp2zZsiX2Ke3GJWXPfPIeXMCl1TA0QebFtn/0xkUQBOF/lQi8BUH4n/JXj6L+p0fXX36efz/I//zzz1mwYAGTJk1i8uTJL9xXpH8IgiD8+0TgLQiC8B/2qoLUVxXkFyfSPwRBEP51IvAWBEH4i7yKIFWMRAuCIPx9iMBbEAThH0CMRAuCIPz3E4G3IAiCIAiCILwComW8IAiCIAiCILwCIvAWBEEQBEEQhFdABN6CIAiCIAiC8AqIwFsQBEEQBEEQXgEReAuCIAiCIAjCKyACb0EQBEEQBEF4BUTgLQiCIAiCIAivgAi8BUEQBEEQBOEVEIG3IAiCIAiCILwCIvAWBEEQBEEQhFdABN6CIAiCIAiC8AqIwFsQBEEQBEEQXgEReAuCIAiCIAjCKyACb0EQBEEQBEF4BUTgLQiCIAiCIAivgAi8BUEQBEEQBOEVEIG3IAiCIAiCILwCIvAWBEEQBEEQhFdABN6CIAiCIAiC8AqIwFsQBEEQBEEQXgEReAuCIAiCIAjCKyACb0EQBEEQBEF4Bf4PdpHtvLgmnCsAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib.pyplot import figure\n",
    "figure(figsize=(10, 8))\n",
    "nx.draw_shell(G, with_labels=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 71 entries, 90 to 6901\n",
      "Data columns (total 7 columns):\n",
      " #   Column          Non-Null Count  Dtype  \n",
      "---  ------          --------------  -----  \n",
      " 0   itemId          71 non-null     object \n",
      " 1   itemLabel       71 non-null     object \n",
      " 2   lon             71 non-null     float64\n",
      " 3   lat             71 non-null     float64\n",
      " 4   url             71 non-null     object \n",
      " 5   parishName      71 non-null     object \n",
      " 6   kulturarvsdata  71 non-null     object \n",
      "dtypes: float64(2), object(5)\n",
      "memory usage: 4.4+ KB\n"
     ]
    }
   ],
   "source": [
    "dfHovs = dftot[dftot[\"parishName\"].str.contains(\"Hovs socken\")]\n",
    "dfHovs.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "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>itemId</th>\n",
       "      <th>itemLabel</th>\n",
       "      <th>lon</th>\n",
       "      <th>lat</th>\n",
       "      <th>url</th>\n",
       "      <th>parishName</th>\n",
       "      <th>kulturarvsdata</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/9ab04996-c5df-480d-b573-ba10419a71d2</td>\n",
       "      <td>Ög Hov90;32, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=c5ce4e06-8c17-4fa5-8027-4ea020ba511e</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/9ab04996-c5df-480d-b573-ba10419a71d2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/f313c038-6a1d-4f0d-9850-466fc9611bc6</td>\n",
       "      <td>Ög Hov98-99;36, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d6e542a2-cba9-47e7-b30f-3c558038b98b</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/f313c038-6a1d-4f0d-9850-466fc9611bc6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/048a8225-a806-4b64-928d-a2c880e935f2</td>\n",
       "      <td>Ög Hov;7, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=823720d4-ae11-4491-83a2-c38a8e1f8c39</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/048a8225-a806-4b64-928d-a2c880e935f2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/0630713b-469c-4e15-8749-e20c38aa89c8</td>\n",
       "      <td>Ög ATA6577/62C, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=069a00b2-9979-4648-bcc4-128837b03c3c</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/0630713b-469c-4e15-8749-e20c38aa89c8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>392</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/122ec4eb-70c7-4269-83e2-1723ff144c4c</td>\n",
       "      <td>Ög Hov92;33, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=71594f85-a0b8-4b14-90a3-a9a8e3f3bb51</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/122ec4eb-70c7-4269-83e2-1723ff144c4c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/26f57714-02f8-4938-871a-b180cf804767</td>\n",
       "      <td>Ög Hov94;34, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=a057a812-d5e5-466c-9b5c-e2fc66c5c55f</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/26f57714-02f8-4938-871a-b180cf804767</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>708</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/3aa701a1-6575-4a1c-8163-1bee34804fc1</td>\n",
       "      <td>Ög HovRaä50, Furåsa</td>\n",
       "      <td>14.9160</td>\n",
       "      <td>58.3540</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=adb3776f-4eab-47e9-a15e-cd3922816305</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/3aa701a1-6575-4a1c-8163-1bee34804fc1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>711</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/3b01103d-da15-4459-9117-6154bf0b39e2</td>\n",
       "      <td>Ög Hov1;14, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=c43c6fc6-d056-4dd7-b7a3-dc2e6a2441dd</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/3b01103d-da15-4459-9117-6154bf0b39e2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>826</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/4b053080-c575-4fe5-81a5-010855bc8908</td>\n",
       "      <td>Ög Hov91;33, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=e0e26a59-4a33-4dc2-bb13-db678dfc5049</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/4b053080-c575-4fe5-81a5-010855bc8908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1060</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/69845692-da5b-4e71-b3a2-eea2e9657b94</td>\n",
       "      <td>Ög Hov34;28, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=4aa8dc1f-766e-44a0-b951-a029f6755970</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/69845692-da5b-4e71-b3a2-eea2e9657b94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1080</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/6eeef018-d9e4-4957-a5c4-8f3e038c0b7b</td>\n",
       "      <td>Ög 77, Hovgården</td>\n",
       "      <td>14.9199</td>\n",
       "      <td>58.3740</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=ab06a8d5-a8af-437d-aedc-47320be119de</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/6eeef018-d9e4-4957-a5c4-8f3e038c0b7b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1196</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/80ab5bd3-5015-418d-bcc7-d4a9a4b033b6</td>\n",
       "      <td>Ög 72, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=bd63deb4-ec06-40c1-bb07-b807d392fea1</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/80ab5bd3-5015-418d-bcc7-d4a9a4b033b6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1711</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/c946914e-d833-4967-b65b-0ab339007380</td>\n",
       "      <td>Ög Hov93;33, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=e4ed995a-b221-49fc-9f06-dbd75c0333da</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/c946914e-d833-4967-b65b-0ab339007380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1767</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/d0f6e9cd-fbef-4866-9818-aa2ad7428322</td>\n",
       "      <td>Ög Hov18;24, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=6c0ebef6-48a1-4e62-9426-b44e9a80e783</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/d0f6e9cd-fbef-4866-9818-aa2ad7428322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1957</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/ee8d93a1-5e12-4e57-a879-eee9557ea080</td>\n",
       "      <td>Ög Hov7;19, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=2e9e0764-3307-45ce-9427-1968b5c5a77b</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/ee8d93a1-5e12-4e57-a879-eee9557ea080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2166</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/155eb522-fa4a-4f07-a57f-7e60c13d2183</td>\n",
       "      <td>Ög ATA6577/62A, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d589a193-2cd4-4ef5-b75e-3a156ad0bc31</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/155eb522-fa4a-4f07-a57f-7e60c13d2183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2256</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/2827fffc-2a29-442e-8813-b75627c843b8</td>\n",
       "      <td>Ög Hov29;26, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=3da9fb6a-870a-4696-8818-569886090712</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/2827fffc-2a29-442e-8813-b75627c843b8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2444</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/4c895911-21c7-4978-b9bb-65c6087429b7</td>\n",
       "      <td>Ög Hov39;29, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=12d32ba3-e536-4b2a-9e3a-8bb4f4fa7f4d</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/4c895911-21c7-4978-b9bb-65c6087429b7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2567</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/63357982-a7c4-4a08-b8e4-4b1a5219e84a</td>\n",
       "      <td>Ög Hov22-23;25, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=b30e73ce-bcd2-4ec8-bde2-8499671b4024</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/63357982-a7c4-4a08-b8e4-4b1a5219e84a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2712</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/7dec233a-d4c8-4b0f-b852-1e05cf61e252</td>\n",
       "      <td>Ög ATA6577/62D, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=da7d9c00-e26c-43e3-b396-c04d7296fb23</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/7dec233a-d4c8-4b0f-b852-1e05cf61e252</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2733</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/812b469e-e25e-4a54-abc2-c1179dd495d6</td>\n",
       "      <td>Ög ATA5586/61, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=a2ae4623-9804-4f4f-b739-f8e7a88e1388</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/812b469e-e25e-4a54-abc2-c1179dd495d6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2934</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/b283a02e-2849-47f7-92e4-6ab7a745cf16</td>\n",
       "      <td>Ög Hov100;36, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=01a46cf8-b0cc-4740-9b1f-861054848aca</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/b283a02e-2849-47f7-92e4-6ab7a745cf16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2943</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/b3956b0b-e70b-4ece-9ee7-fa7fa497cae2</td>\n",
       "      <td>Ög Hov21;24, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=e2b51823-69a0-4dda-b33a-2ce5daf7d824</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/b3956b0b-e70b-4ece-9ee7-fa7fa497cae2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2958</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/b792cd92-22cd-41a9-be48-66d2e22b2f33</td>\n",
       "      <td>Ög 74, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=08f478b7-a271-4d7e-95ac-306658e9bd08</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/b792cd92-22cd-41a9-be48-66d2e22b2f33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2988</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/bc45f6a3-02f1-4fa5-955a-7cd7fdee9c3d</td>\n",
       "      <td>Ög Hov16;23, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=8d0429ba-27d7-4346-9644-d8f830db5c32</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/bc45f6a3-02f1-4fa5-955a-7cd7fdee9c3d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3033</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/c5edb6c1-b0cf-4be1-be26-8d948500d14e</td>\n",
       "      <td>Ög Ljung390, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=e63dc29a-960e-4be9-9208-4a7a6113d932</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/c5edb6c1-b0cf-4be1-be26-8d948500d14e</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3070</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/ccaadcc6-ad2c-4108-8853-3898867d4c62</td>\n",
       "      <td>Ög Hov8;19, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=0ec75430-04f4-4bdb-bf03-c2bd023756ab</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/ccaadcc6-ad2c-4108-8853-3898867d4c62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3154</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/168a9516-5784-4b1a-b9d7-88d823779464</td>\n",
       "      <td>Ög 75, Hovs kyrkogård</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=e394fe6d-22e7-4d3d-88ce-7f7674825d55</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/168a9516-5784-4b1a-b9d7-88d823779464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3244</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/181f0e68-990e-4e8d-a37c-cab716f95d35</td>\n",
       "      <td>Ög Hov95;34, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=fab9334c-5fad-4f0a-976f-9ad4ac756865</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/181f0e68-990e-4e8d-a37c-cab716f95d35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3317</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/d32cd5bf-645a-4abe-97ec-9503365c3fce</td>\n",
       "      <td>Ög Hov35;28, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=0a9d784f-dee7-4564-aef9-93da9ab1d6b6</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/d32cd5bf-645a-4abe-97ec-9503365c3fce</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3373</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/088b33c5-1d5b-450d-afd0-08ace8ef4d23</td>\n",
       "      <td>Vg 157, Storegården, Fröstorp</td>\n",
       "      <td>13.0846</td>\n",
       "      <td>58.0023</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=caa94238-c640-47a6-8c41-e3187b14c9fa</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/088b33c5-1d5b-450d-afd0-08ace8ef4d23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3520</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/2a853777-c148-40a1-aaf1-5cec5bea2911</td>\n",
       "      <td>Ög Hov88;32, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=9c2b3709-1674-4c81-84bb-0092086a5803</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/2a853777-c148-40a1-aaf1-5cec5bea2911</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3530</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/2b00333f-d4a9-4a92-9a14-d92f4a05dc48</td>\n",
       "      <td>Ög Hov28;26, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=ffb4fc1c-678b-4013-b0f5-387b6a481a0d</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/2b00333f-d4a9-4a92-9a14-d92f4a05dc48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3628</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/3f5dcd46-7703-4a4a-a26e-565a9f0d4883</td>\n",
       "      <td>Ög Hov14;22, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d0c967e2-d93e-4ddb-938b-b8a8d6c28012</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/3f5dcd46-7703-4a4a-a26e-565a9f0d4883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3632</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/42c8045e-94dd-46b3-8121-56d946b245fe</td>\n",
       "      <td>Ög Hov37;28, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=21987129-79c8-4892-a3f1-5dbb417d512d</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/42c8045e-94dd-46b3-8121-56d946b245fe</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3699</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/4ea6cdb6-d97c-43a3-aac9-7220527a6e0f</td>\n",
       "      <td>Ög Hov12;21, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=39c9e661-58ad-40f5-be3d-b057b7d39d16</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/4ea6cdb6-d97c-43a3-aac9-7220527a6e0f</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3713</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/5002147c-d18b-4d1e-bbc9-5825aaa392af</td>\n",
       "      <td>Ög 243, Hovs kyrka</td>\n",
       "      <td>14.9183</td>\n",
       "      <td>58.3787</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=c7766502-cedf-45c4-abc4-796d14842698</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/5002147c-d18b-4d1e-bbc9-5825aaa392af</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3739</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/544b1999-ebd6-460b-8ee2-26275cc13654</td>\n",
       "      <td>Ög 76, Hov, skolhusgården</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=7dfcbda8-e65c-445a-8a0d-b0067023994a</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/544b1999-ebd6-460b-8ee2-26275cc13654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4031</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/9ecb44d5-a827-4377-9720-3f2d5a9699df</td>\n",
       "      <td>Ög Hov27;25, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=62c660ac-17ce-4cad-ac8d-ec566d6468b4</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/9ecb44d5-a827-4377-9720-3f2d5a9699df</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4433</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/f5d9b02e-00df-4e3e-9f44-d817d874494a</td>\n",
       "      <td>Ög Hov45-69;31, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=67e46173-54d9-4f2c-9348-91817da0d782</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/f5d9b02e-00df-4e3e-9f44-d817d874494a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4455</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/fcc5e6f0-e5e5-4fc8-ba0e-3e6d0c377b95</td>\n",
       "      <td>Ög 240, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=80ac01fe-3ebf-4065-abd9-68a7329e0bfb</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/fcc5e6f0-e5e5-4fc8-ba0e-3e6d0c377b95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4644</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/0e9b67c9-9b6b-4308-b10e-a020be2866a8</td>\n",
       "      <td>Ög Hov26;25, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=26b12d91-dde5-4b5c-ba0c-27f4f634a8d1</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/0e9b67c9-9b6b-4308-b10e-a020be2866a8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4650</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/1006f0b3-696a-41bf-84ea-c403222f709b</td>\n",
       "      <td>Ög Hov41;30, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=195cf031-a99e-4a16-ab16-e07853e90b20</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/1006f0b3-696a-41bf-84ea-c403222f709b</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4670</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/1688503e-e0cc-4e07-80d8-3158776b5fae</td>\n",
       "      <td>Ög ATA6577/62B, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=fa0e514b-7e6c-4f4b-a4d7-d7a197f39f2b</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/1688503e-e0cc-4e07-80d8-3158776b5fae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4816</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/4ed610a0-59a3-4ba4-80f2-a48e786ce7a4</td>\n",
       "      <td>Ög Hov17;23, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=50c6c489-2e63-419c-8a4d-10a98560b883</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/4ed610a0-59a3-4ba4-80f2-a48e786ce7a4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4900</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/677a765e-4e89-4ad8-bd8f-53444d485a9e</td>\n",
       "      <td>Ög Hov96;35, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=6b3e0831-b845-4f58-9751-200e02414c9c</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/677a765e-4e89-4ad8-bd8f-53444d485a9e</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4920</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/6d8d40bf-b646-4fdd-87ca-88dc6233c0f3</td>\n",
       "      <td>Ög Hov30;26, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d9bc678a-f214-46b7-a898-b74e9ab01a2f</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/6d8d40bf-b646-4fdd-87ca-88dc6233c0f3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5001</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/858be9de-4f54-4e3f-8f62-76ac4fa9faf1</td>\n",
       "      <td>Ög Hov97;35, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=1439d8e4-6185-4658-a795-8ea2f24b82d9</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/858be9de-4f54-4e3f-8f62-76ac4fa9faf1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5226</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/c10a3cb2-cde7-4b5e-900a-664863194ab4</td>\n",
       "      <td>Ög Hov4;18, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d5631394-4c8c-4abb-9b30-98ccc5693a0a</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/c10a3cb2-cde7-4b5e-900a-664863194ab4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5494</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/c5e72d2a-16fe-4ec6-bb89-38d015948b7e</td>\n",
       "      <td>Ög 73, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=c01e681c-a573-4cc6-a570-07f499080f3a</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/c5e72d2a-16fe-4ec6-bb89-38d015948b7e</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5604</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/f1d85e2a-79d7-4282-9f8b-e54d39f14284</td>\n",
       "      <td>Ög Hov15;22, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=a68afae7-9428-4936-96e7-f5aa8e7a5c1c</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/f1d85e2a-79d7-4282-9f8b-e54d39f14284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5636</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/df8c2d89-caa2-4d68-904d-90dcdaf79f1a</td>\n",
       "      <td>Ög Hov36;28, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=59a28130-efb6-4138-80e7-d360ec23678b</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/df8c2d89-caa2-4d68-904d-90dcdaf79f1a</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5743</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/9b70b49c-3bd8-44ea-9e10-1becb8d7b40d</td>\n",
       "      <td>Ög Hov44;30, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=2bb556fe-336e-48f3-8345-6d1d2b9a0f20</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/9b70b49c-3bd8-44ea-9e10-1becb8d7b40d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5760</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/98e3ad26-044f-46d3-a0b9-f6e818c8232c</td>\n",
       "      <td>Ög Hov25;25, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=88925d10-ab96-4a87-b1d9-16e4664e778a</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/98e3ad26-044f-46d3-a0b9-f6e818c8232c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5857</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/d8488393-df9a-42cf-a7f3-03de45cbb557</td>\n",
       "      <td>Ög Hov24;25, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=51fb8312-371e-4b8e-a0b6-2ff43eae5261</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/d8488393-df9a-42cf-a7f3-03de45cbb557</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5861</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/d86501bc-2079-4dd8-9bce-c363a5f98040</td>\n",
       "      <td>Ög Hov70-87;31, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=1d91b34a-41ce-458d-8335-421aae041c2b</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/d86501bc-2079-4dd8-9bce-c363a5f98040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5965</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/f5a2b54a-8c07-41ea-90ae-254fa7ab9994</td>\n",
       "      <td>Ög Hov20;24, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=3d7bc81b-cdeb-469d-b69a-4a6d18aa258a</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/f5a2b54a-8c07-41ea-90ae-254fa7ab9994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5966</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/f5a83e05-411b-45c9-838e-3e3246a74689</td>\n",
       "      <td>DR M55</td>\n",
       "      <td>13.0366</td>\n",
       "      <td>55.7508</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=04897639-51a4-4046-9c04-2df0d0b76fc9</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/f5a83e05-411b-45c9-838e-3e3246a74689</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6020</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/64c5f1b4-9b5f-4fd9-aa7f-7d64630a6a02</td>\n",
       "      <td>Ög Hov38;29, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=ca227203-c6b4-4396-b4da-6653606ac36a</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/64c5f1b4-9b5f-4fd9-aa7f-7d64630a6a02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6071</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/53cabe01-ba0b-4d43-a3f6-13d13cf43e33</td>\n",
       "      <td>Ög Ljung399, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=13f38325-40e5-4c48-81ab-a6d6e0e2706c</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/53cabe01-ba0b-4d43-a3f6-13d13cf43e33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6122</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/58075fa4-d02f-41c7-be25-7bfaeb80f230</td>\n",
       "      <td>Ög Hov13;22, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=49b8c96c-310b-417e-a449-f42d4bfcd1cb</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/58075fa4-d02f-41c7-be25-7bfaeb80f230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6156</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/39174d12-04f0-41b7-9b11-019deb63b2ea</td>\n",
       "      <td>Ög Hov33;27, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=e37f30f2-f60b-4c03-bc91-b241c9babb70</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/39174d12-04f0-41b7-9b11-019deb63b2ea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6186</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/42ca9d67-828b-4f00-8a00-12d2293b9f52</td>\n",
       "      <td>Ög 242, Hovs kyrka</td>\n",
       "      <td>14.9183</td>\n",
       "      <td>58.3787</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=6155fdd2-bd44-4b59-b20b-c87dbe812aae</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/42ca9d67-828b-4f00-8a00-12d2293b9f52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6223</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/43356c1c-9177-4f6e-8d31-1a9be3091370</td>\n",
       "      <td>Ög Hov10;20, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d36b524b-1d39-4380-ab82-18b72e70c474</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/43356c1c-9177-4f6e-8d31-1a9be3091370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6266</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/23deb0d1-100b-4e43-a3c5-58557067a93f</td>\n",
       "      <td>Ög Hov43;30, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=cd139fe6-05eb-4e8d-a412-6b8adf44386d</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/23deb0d1-100b-4e43-a3c5-58557067a93f</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6597</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/54bc18bd-3a63-4dd7-98f0-e6eadcdc370f</td>\n",
       "      <td>Ög Hov19;24, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=b5afb054-3d9f-4f47-960f-20eacf1d4da8</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/54bc18bd-3a63-4dd7-98f0-e6eadcdc370f</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6764</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/86ade8bf-2bb8-437c-a285-20058a42d16c</td>\n",
       "      <td>Ög Hov42;30, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=a0db985c-5f44-4518-9a88-029b3e055303</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/86ade8bf-2bb8-437c-a285-20058a42d16c</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6771</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/87bfadeb-2050-4505-b985-4d5947327629</td>\n",
       "      <td>Ög Hov31;27, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=d10d6d49-a92d-4eff-b84c-a47c0ba55925</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/87bfadeb-2050-4505-b985-4d5947327629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6787</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/89eb6b7c-f7cd-44a8-997d-29992dec9013</td>\n",
       "      <td>Ög Hov89;32, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=768eca6d-c9c2-43d1-a732-5cd91a15f3f7</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/89eb6b7c-f7cd-44a8-997d-29992dec9013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6840</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/95a65566-ca12-4095-a737-9c758406f434</td>\n",
       "      <td>Ög Hov5;18, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=97b954ff-1201-4790-b2d6-25fdba1a24f9</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/95a65566-ca12-4095-a737-9c758406f434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6901</th>\n",
       "      <td>http://kulturarvsdata.se/uu/srdb/a19bf185-e166-4016-86f4-d545c0672743</td>\n",
       "      <td>Ög Ljung389, Hovs kyrka</td>\n",
       "      <td>14.9181</td>\n",
       "      <td>58.3788</td>\n",
       "      <td>https://app.raa.se/open/runor/inscription?id=91bae800-3b1c-4674-8eb4-500f4409492e</td>\n",
       "      <td>Hovs socken</td>\n",
       "      <td>/uu/srdb/a19bf185-e166-4016-86f4-d545c0672743</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                     itemId  \\\n",
       "90    http://kulturarvsdata.se/uu/srdb/9ab04996-c5df-480d-b573-ba10419a71d2   \n",
       "231   http://kulturarvsdata.se/uu/srdb/f313c038-6a1d-4f0d-9850-466fc9611bc6   \n",
       "281   http://kulturarvsdata.se/uu/srdb/048a8225-a806-4b64-928d-a2c880e935f2   \n",
       "301   http://kulturarvsdata.se/uu/srdb/0630713b-469c-4e15-8749-e20c38aa89c8   \n",
       "392   http://kulturarvsdata.se/uu/srdb/122ec4eb-70c7-4269-83e2-1723ff144c4c   \n",
       "561   http://kulturarvsdata.se/uu/srdb/26f57714-02f8-4938-871a-b180cf804767   \n",
       "708   http://kulturarvsdata.se/uu/srdb/3aa701a1-6575-4a1c-8163-1bee34804fc1   \n",
       "711   http://kulturarvsdata.se/uu/srdb/3b01103d-da15-4459-9117-6154bf0b39e2   \n",
       "826   http://kulturarvsdata.se/uu/srdb/4b053080-c575-4fe5-81a5-010855bc8908   \n",
       "1060  http://kulturarvsdata.se/uu/srdb/69845692-da5b-4e71-b3a2-eea2e9657b94   \n",
       "1080  http://kulturarvsdata.se/uu/srdb/6eeef018-d9e4-4957-a5c4-8f3e038c0b7b   \n",
       "1196  http://kulturarvsdata.se/uu/srdb/80ab5bd3-5015-418d-bcc7-d4a9a4b033b6   \n",
       "1711  http://kulturarvsdata.se/uu/srdb/c946914e-d833-4967-b65b-0ab339007380   \n",
       "1767  http://kulturarvsdata.se/uu/srdb/d0f6e9cd-fbef-4866-9818-aa2ad7428322   \n",
       "1957  http://kulturarvsdata.se/uu/srdb/ee8d93a1-5e12-4e57-a879-eee9557ea080   \n",
       "2166  http://kulturarvsdata.se/uu/srdb/155eb522-fa4a-4f07-a57f-7e60c13d2183   \n",
       "2256  http://kulturarvsdata.se/uu/srdb/2827fffc-2a29-442e-8813-b75627c843b8   \n",
       "2444  http://kulturarvsdata.se/uu/srdb/4c895911-21c7-4978-b9bb-65c6087429b7   \n",
       "2567  http://kulturarvsdata.se/uu/srdb/63357982-a7c4-4a08-b8e4-4b1a5219e84a   \n",
       "2712  http://kulturarvsdata.se/uu/srdb/7dec233a-d4c8-4b0f-b852-1e05cf61e252   \n",
       "2733  http://kulturarvsdata.se/uu/srdb/812b469e-e25e-4a54-abc2-c1179dd495d6   \n",
       "2934  http://kulturarvsdata.se/uu/srdb/b283a02e-2849-47f7-92e4-6ab7a745cf16   \n",
       "2943  http://kulturarvsdata.se/uu/srdb/b3956b0b-e70b-4ece-9ee7-fa7fa497cae2   \n",
       "2958  http://kulturarvsdata.se/uu/srdb/b792cd92-22cd-41a9-be48-66d2e22b2f33   \n",
       "2988  http://kulturarvsdata.se/uu/srdb/bc45f6a3-02f1-4fa5-955a-7cd7fdee9c3d   \n",
       "3033  http://kulturarvsdata.se/uu/srdb/c5edb6c1-b0cf-4be1-be26-8d948500d14e   \n",
       "3070  http://kulturarvsdata.se/uu/srdb/ccaadcc6-ad2c-4108-8853-3898867d4c62   \n",
       "3154  http://kulturarvsdata.se/uu/srdb/168a9516-5784-4b1a-b9d7-88d823779464   \n",
       "3244  http://kulturarvsdata.se/uu/srdb/181f0e68-990e-4e8d-a37c-cab716f95d35   \n",
       "3317  http://kulturarvsdata.se/uu/srdb/d32cd5bf-645a-4abe-97ec-9503365c3fce   \n",
       "3373  http://kulturarvsdata.se/uu/srdb/088b33c5-1d5b-450d-afd0-08ace8ef4d23   \n",
       "3520  http://kulturarvsdata.se/uu/srdb/2a853777-c148-40a1-aaf1-5cec5bea2911   \n",
       "3530  http://kulturarvsdata.se/uu/srdb/2b00333f-d4a9-4a92-9a14-d92f4a05dc48   \n",
       "3628  http://kulturarvsdata.se/uu/srdb/3f5dcd46-7703-4a4a-a26e-565a9f0d4883   \n",
       "3632  http://kulturarvsdata.se/uu/srdb/42c8045e-94dd-46b3-8121-56d946b245fe   \n",
       "3699  http://kulturarvsdata.se/uu/srdb/4ea6cdb6-d97c-43a3-aac9-7220527a6e0f   \n",
       "3713  http://kulturarvsdata.se/uu/srdb/5002147c-d18b-4d1e-bbc9-5825aaa392af   \n",
       "3739  http://kulturarvsdata.se/uu/srdb/544b1999-ebd6-460b-8ee2-26275cc13654   \n",
       "4031  http://kulturarvsdata.se/uu/srdb/9ecb44d5-a827-4377-9720-3f2d5a9699df   \n",
       "4433  http://kulturarvsdata.se/uu/srdb/f5d9b02e-00df-4e3e-9f44-d817d874494a   \n",
       "4455  http://kulturarvsdata.se/uu/srdb/fcc5e6f0-e5e5-4fc8-ba0e-3e6d0c377b95   \n",
       "4644  http://kulturarvsdata.se/uu/srdb/0e9b67c9-9b6b-4308-b10e-a020be2866a8   \n",
       "4650  http://kulturarvsdata.se/uu/srdb/1006f0b3-696a-41bf-84ea-c403222f709b   \n",
       "4670  http://kulturarvsdata.se/uu/srdb/1688503e-e0cc-4e07-80d8-3158776b5fae   \n",
       "4816  http://kulturarvsdata.se/uu/srdb/4ed610a0-59a3-4ba4-80f2-a48e786ce7a4   \n",
       "4900  http://kulturarvsdata.se/uu/srdb/677a765e-4e89-4ad8-bd8f-53444d485a9e   \n",
       "4920  http://kulturarvsdata.se/uu/srdb/6d8d40bf-b646-4fdd-87ca-88dc6233c0f3   \n",
       "5001  http://kulturarvsdata.se/uu/srdb/858be9de-4f54-4e3f-8f62-76ac4fa9faf1   \n",
       "5226  http://kulturarvsdata.se/uu/srdb/c10a3cb2-cde7-4b5e-900a-664863194ab4   \n",
       "5494  http://kulturarvsdata.se/uu/srdb/c5e72d2a-16fe-4ec6-bb89-38d015948b7e   \n",
       "5604  http://kulturarvsdata.se/uu/srdb/f1d85e2a-79d7-4282-9f8b-e54d39f14284   \n",
       "5636  http://kulturarvsdata.se/uu/srdb/df8c2d89-caa2-4d68-904d-90dcdaf79f1a   \n",
       "5743  http://kulturarvsdata.se/uu/srdb/9b70b49c-3bd8-44ea-9e10-1becb8d7b40d   \n",
       "5760  http://kulturarvsdata.se/uu/srdb/98e3ad26-044f-46d3-a0b9-f6e818c8232c   \n",
       "5857  http://kulturarvsdata.se/uu/srdb/d8488393-df9a-42cf-a7f3-03de45cbb557   \n",
       "5861  http://kulturarvsdata.se/uu/srdb/d86501bc-2079-4dd8-9bce-c363a5f98040   \n",
       "5965  http://kulturarvsdata.se/uu/srdb/f5a2b54a-8c07-41ea-90ae-254fa7ab9994   \n",
       "5966  http://kulturarvsdata.se/uu/srdb/f5a83e05-411b-45c9-838e-3e3246a74689   \n",
       "6020  http://kulturarvsdata.se/uu/srdb/64c5f1b4-9b5f-4fd9-aa7f-7d64630a6a02   \n",
       "6071  http://kulturarvsdata.se/uu/srdb/53cabe01-ba0b-4d43-a3f6-13d13cf43e33   \n",
       "6122  http://kulturarvsdata.se/uu/srdb/58075fa4-d02f-41c7-be25-7bfaeb80f230   \n",
       "6156  http://kulturarvsdata.se/uu/srdb/39174d12-04f0-41b7-9b11-019deb63b2ea   \n",
       "6186  http://kulturarvsdata.se/uu/srdb/42ca9d67-828b-4f00-8a00-12d2293b9f52   \n",
       "6223  http://kulturarvsdata.se/uu/srdb/43356c1c-9177-4f6e-8d31-1a9be3091370   \n",
       "6266  http://kulturarvsdata.se/uu/srdb/23deb0d1-100b-4e43-a3c5-58557067a93f   \n",
       "6597  http://kulturarvsdata.se/uu/srdb/54bc18bd-3a63-4dd7-98f0-e6eadcdc370f   \n",
       "6764  http://kulturarvsdata.se/uu/srdb/86ade8bf-2bb8-437c-a285-20058a42d16c   \n",
       "6771  http://kulturarvsdata.se/uu/srdb/87bfadeb-2050-4505-b985-4d5947327629   \n",
       "6787  http://kulturarvsdata.se/uu/srdb/89eb6b7c-f7cd-44a8-997d-29992dec9013   \n",
       "6840  http://kulturarvsdata.se/uu/srdb/95a65566-ca12-4095-a737-9c758406f434   \n",
       "6901  http://kulturarvsdata.se/uu/srdb/a19bf185-e166-4016-86f4-d545c0672743   \n",
       "\n",
       "                          itemLabel      lon      lat  \\\n",
       "90          Ög Hov90;32, Hovs kyrka  14.9181  58.3788   \n",
       "231      Ög Hov98-99;36, Hovs kyrka  14.9181  58.3788   \n",
       "281            Ög Hov;7, Hovs kyrka  14.9181  58.3788   \n",
       "301      Ög ATA6577/62C, Hovs kyrka  14.9181  58.3788   \n",
       "392         Ög Hov92;33, Hovs kyrka  14.9181  58.3788   \n",
       "561         Ög Hov94;34, Hovs kyrka  14.9181  58.3788   \n",
       "708             Ög HovRaä50, Furåsa  14.9160  58.3540   \n",
       "711          Ög Hov1;14, Hovs kyrka  14.9181  58.3788   \n",
       "826         Ög Hov91;33, Hovs kyrka  14.9181  58.3788   \n",
       "1060        Ög Hov34;28, Hovs kyrka  14.9181  58.3788   \n",
       "1080               Ög 77, Hovgården  14.9199  58.3740   \n",
       "1196              Ög 72, Hovs kyrka  14.9181  58.3788   \n",
       "1711        Ög Hov93;33, Hovs kyrka  14.9181  58.3788   \n",
       "1767        Ög Hov18;24, Hovs kyrka  14.9181  58.3788   \n",
       "1957         Ög Hov7;19, Hovs kyrka  14.9181  58.3788   \n",
       "2166     Ög ATA6577/62A, Hovs kyrka  14.9181  58.3788   \n",
       "2256        Ög Hov29;26, Hovs kyrka  14.9181  58.3788   \n",
       "2444        Ög Hov39;29, Hovs kyrka  14.9181  58.3788   \n",
       "2567     Ög Hov22-23;25, Hovs kyrka  14.9181  58.3788   \n",
       "2712     Ög ATA6577/62D, Hovs kyrka  14.9181  58.3788   \n",
       "2733      Ög ATA5586/61, Hovs kyrka  14.9181  58.3788   \n",
       "2934       Ög Hov100;36, Hovs kyrka  14.9181  58.3788   \n",
       "2943        Ög Hov21;24, Hovs kyrka  14.9181  58.3788   \n",
       "2958              Ög 74, Hovs kyrka  14.9181  58.3788   \n",
       "2988        Ög Hov16;23, Hovs kyrka  14.9181  58.3788   \n",
       "3033        Ög Ljung390, Hovs kyrka  14.9181  58.3788   \n",
       "3070         Ög Hov8;19, Hovs kyrka  14.9181  58.3788   \n",
       "3154          Ög 75, Hovs kyrkogård  14.9181  58.3788   \n",
       "3244        Ög Hov95;34, Hovs kyrka  14.9181  58.3788   \n",
       "3317        Ög Hov35;28, Hovs kyrka  14.9181  58.3788   \n",
       "3373  Vg 157, Storegården, Fröstorp  13.0846  58.0023   \n",
       "3520        Ög Hov88;32, Hovs kyrka  14.9181  58.3788   \n",
       "3530        Ög Hov28;26, Hovs kyrka  14.9181  58.3788   \n",
       "3628        Ög Hov14;22, Hovs kyrka  14.9181  58.3788   \n",
       "3632        Ög Hov37;28, Hovs kyrka  14.9181  58.3788   \n",
       "3699        Ög Hov12;21, Hovs kyrka  14.9181  58.3788   \n",
       "3713             Ög 243, Hovs kyrka  14.9183  58.3787   \n",
       "3739      Ög 76, Hov, skolhusgården  14.9181  58.3788   \n",
       "4031        Ög Hov27;25, Hovs kyrka  14.9181  58.3788   \n",
       "4433     Ög Hov45-69;31, Hovs kyrka  14.9181  58.3788   \n",
       "4455             Ög 240, Hovs kyrka  14.9181  58.3788   \n",
       "4644        Ög Hov26;25, Hovs kyrka  14.9181  58.3788   \n",
       "4650        Ög Hov41;30, Hovs kyrka  14.9181  58.3788   \n",
       "4670     Ög ATA6577/62B, Hovs kyrka  14.9181  58.3788   \n",
       "4816        Ög Hov17;23, Hovs kyrka  14.9181  58.3788   \n",
       "4900        Ög Hov96;35, Hovs kyrka  14.9181  58.3788   \n",
       "4920        Ög Hov30;26, Hovs kyrka  14.9181  58.3788   \n",
       "5001        Ög Hov97;35, Hovs kyrka  14.9181  58.3788   \n",
       "5226         Ög Hov4;18, Hovs kyrka  14.9181  58.3788   \n",
       "5494              Ög 73, Hovs kyrka  14.9181  58.3788   \n",
       "5604        Ög Hov15;22, Hovs kyrka  14.9181  58.3788   \n",
       "5636        Ög Hov36;28, Hovs kyrka  14.9181  58.3788   \n",
       "5743        Ög Hov44;30, Hovs kyrka  14.9181  58.3788   \n",
       "5760        Ög Hov25;25, Hovs kyrka  14.9181  58.3788   \n",
       "5857        Ög Hov24;25, Hovs kyrka  14.9181  58.3788   \n",
       "5861     Ög Hov70-87;31, Hovs kyrka  14.9181  58.3788   \n",
       "5965        Ög Hov20;24, Hovs kyrka  14.9181  58.3788   \n",
       "5966                         DR M55  13.0366  55.7508   \n",
       "6020        Ög Hov38;29, Hovs kyrka  14.9181  58.3788   \n",
       "6071        Ög Ljung399, Hovs kyrka  14.9181  58.3788   \n",
       "6122        Ög Hov13;22, Hovs kyrka  14.9181  58.3788   \n",
       "6156        Ög Hov33;27, Hovs kyrka  14.9181  58.3788   \n",
       "6186             Ög 242, Hovs kyrka  14.9183  58.3787   \n",
       "6223        Ög Hov10;20, Hovs kyrka  14.9181  58.3788   \n",
       "6266        Ög Hov43;30, Hovs kyrka  14.9181  58.3788   \n",
       "6597        Ög Hov19;24, Hovs kyrka  14.9181  58.3788   \n",
       "6764        Ög Hov42;30, Hovs kyrka  14.9181  58.3788   \n",
       "6771        Ög Hov31;27, Hovs kyrka  14.9181  58.3788   \n",
       "6787        Ög Hov89;32, Hovs kyrka  14.9181  58.3788   \n",
       "6840         Ög Hov5;18, Hovs kyrka  14.9181  58.3788   \n",
       "6901        Ög Ljung389, Hovs kyrka  14.9181  58.3788   \n",
       "\n",
       "                                                                                    url  \\\n",
       "90    https://app.raa.se/open/runor/inscription?id=c5ce4e06-8c17-4fa5-8027-4ea020ba511e   \n",
       "231   https://app.raa.se/open/runor/inscription?id=d6e542a2-cba9-47e7-b30f-3c558038b98b   \n",
       "281   https://app.raa.se/open/runor/inscription?id=823720d4-ae11-4491-83a2-c38a8e1f8c39   \n",
       "301   https://app.raa.se/open/runor/inscription?id=069a00b2-9979-4648-bcc4-128837b03c3c   \n",
       "392   https://app.raa.se/open/runor/inscription?id=71594f85-a0b8-4b14-90a3-a9a8e3f3bb51   \n",
       "561   https://app.raa.se/open/runor/inscription?id=a057a812-d5e5-466c-9b5c-e2fc66c5c55f   \n",
       "708   https://app.raa.se/open/runor/inscription?id=adb3776f-4eab-47e9-a15e-cd3922816305   \n",
       "711   https://app.raa.se/open/runor/inscription?id=c43c6fc6-d056-4dd7-b7a3-dc2e6a2441dd   \n",
       "826   https://app.raa.se/open/runor/inscription?id=e0e26a59-4a33-4dc2-bb13-db678dfc5049   \n",
       "1060  https://app.raa.se/open/runor/inscription?id=4aa8dc1f-766e-44a0-b951-a029f6755970   \n",
       "1080  https://app.raa.se/open/runor/inscription?id=ab06a8d5-a8af-437d-aedc-47320be119de   \n",
       "1196  https://app.raa.se/open/runor/inscription?id=bd63deb4-ec06-40c1-bb07-b807d392fea1   \n",
       "1711  https://app.raa.se/open/runor/inscription?id=e4ed995a-b221-49fc-9f06-dbd75c0333da   \n",
       "1767  https://app.raa.se/open/runor/inscription?id=6c0ebef6-48a1-4e62-9426-b44e9a80e783   \n",
       "1957  https://app.raa.se/open/runor/inscription?id=2e9e0764-3307-45ce-9427-1968b5c5a77b   \n",
       "2166  https://app.raa.se/open/runor/inscription?id=d589a193-2cd4-4ef5-b75e-3a156ad0bc31   \n",
       "2256  https://app.raa.se/open/runor/inscription?id=3da9fb6a-870a-4696-8818-569886090712   \n",
       "2444  https://app.raa.se/open/runor/inscription?id=12d32ba3-e536-4b2a-9e3a-8bb4f4fa7f4d   \n",
       "2567  https://app.raa.se/open/runor/inscription?id=b30e73ce-bcd2-4ec8-bde2-8499671b4024   \n",
       "2712  https://app.raa.se/open/runor/inscription?id=da7d9c00-e26c-43e3-b396-c04d7296fb23   \n",
       "2733  https://app.raa.se/open/runor/inscription?id=a2ae4623-9804-4f4f-b739-f8e7a88e1388   \n",
       "2934  https://app.raa.se/open/runor/inscription?id=01a46cf8-b0cc-4740-9b1f-861054848aca   \n",
       "2943  https://app.raa.se/open/runor/inscription?id=e2b51823-69a0-4dda-b33a-2ce5daf7d824   \n",
       "2958  https://app.raa.se/open/runor/inscription?id=08f478b7-a271-4d7e-95ac-306658e9bd08   \n",
       "2988  https://app.raa.se/open/runor/inscription?id=8d0429ba-27d7-4346-9644-d8f830db5c32   \n",
       "3033  https://app.raa.se/open/runor/inscription?id=e63dc29a-960e-4be9-9208-4a7a6113d932   \n",
       "3070  https://app.raa.se/open/runor/inscription?id=0ec75430-04f4-4bdb-bf03-c2bd023756ab   \n",
       "3154  https://app.raa.se/open/runor/inscription?id=e394fe6d-22e7-4d3d-88ce-7f7674825d55   \n",
       "3244  https://app.raa.se/open/runor/inscription?id=fab9334c-5fad-4f0a-976f-9ad4ac756865   \n",
       "3317  https://app.raa.se/open/runor/inscription?id=0a9d784f-dee7-4564-aef9-93da9ab1d6b6   \n",
       "3373  https://app.raa.se/open/runor/inscription?id=caa94238-c640-47a6-8c41-e3187b14c9fa   \n",
       "3520  https://app.raa.se/open/runor/inscription?id=9c2b3709-1674-4c81-84bb-0092086a5803   \n",
       "3530  https://app.raa.se/open/runor/inscription?id=ffb4fc1c-678b-4013-b0f5-387b6a481a0d   \n",
       "3628  https://app.raa.se/open/runor/inscription?id=d0c967e2-d93e-4ddb-938b-b8a8d6c28012   \n",
       "3632  https://app.raa.se/open/runor/inscription?id=21987129-79c8-4892-a3f1-5dbb417d512d   \n",
       "3699  https://app.raa.se/open/runor/inscription?id=39c9e661-58ad-40f5-be3d-b057b7d39d16   \n",
       "3713  https://app.raa.se/open/runor/inscription?id=c7766502-cedf-45c4-abc4-796d14842698   \n",
       "3739  https://app.raa.se/open/runor/inscription?id=7dfcbda8-e65c-445a-8a0d-b0067023994a   \n",
       "4031  https://app.raa.se/open/runor/inscription?id=62c660ac-17ce-4cad-ac8d-ec566d6468b4   \n",
       "4433  https://app.raa.se/open/runor/inscription?id=67e46173-54d9-4f2c-9348-91817da0d782   \n",
       "4455  https://app.raa.se/open/runor/inscription?id=80ac01fe-3ebf-4065-abd9-68a7329e0bfb   \n",
       "4644  https://app.raa.se/open/runor/inscription?id=26b12d91-dde5-4b5c-ba0c-27f4f634a8d1   \n",
       "4650  https://app.raa.se/open/runor/inscription?id=195cf031-a99e-4a16-ab16-e07853e90b20   \n",
       "4670  https://app.raa.se/open/runor/inscription?id=fa0e514b-7e6c-4f4b-a4d7-d7a197f39f2b   \n",
       "4816  https://app.raa.se/open/runor/inscription?id=50c6c489-2e63-419c-8a4d-10a98560b883   \n",
       "4900  https://app.raa.se/open/runor/inscription?id=6b3e0831-b845-4f58-9751-200e02414c9c   \n",
       "4920  https://app.raa.se/open/runor/inscription?id=d9bc678a-f214-46b7-a898-b74e9ab01a2f   \n",
       "5001  https://app.raa.se/open/runor/inscription?id=1439d8e4-6185-4658-a795-8ea2f24b82d9   \n",
       "5226  https://app.raa.se/open/runor/inscription?id=d5631394-4c8c-4abb-9b30-98ccc5693a0a   \n",
       "5494  https://app.raa.se/open/runor/inscription?id=c01e681c-a573-4cc6-a570-07f499080f3a   \n",
       "5604  https://app.raa.se/open/runor/inscription?id=a68afae7-9428-4936-96e7-f5aa8e7a5c1c   \n",
       "5636  https://app.raa.se/open/runor/inscription?id=59a28130-efb6-4138-80e7-d360ec23678b   \n",
       "5743  https://app.raa.se/open/runor/inscription?id=2bb556fe-336e-48f3-8345-6d1d2b9a0f20   \n",
       "5760  https://app.raa.se/open/runor/inscription?id=88925d10-ab96-4a87-b1d9-16e4664e778a   \n",
       "5857  https://app.raa.se/open/runor/inscription?id=51fb8312-371e-4b8e-a0b6-2ff43eae5261   \n",
       "5861  https://app.raa.se/open/runor/inscription?id=1d91b34a-41ce-458d-8335-421aae041c2b   \n",
       "5965  https://app.raa.se/open/runor/inscription?id=3d7bc81b-cdeb-469d-b69a-4a6d18aa258a   \n",
       "5966  https://app.raa.se/open/runor/inscription?id=04897639-51a4-4046-9c04-2df0d0b76fc9   \n",
       "6020  https://app.raa.se/open/runor/inscription?id=ca227203-c6b4-4396-b4da-6653606ac36a   \n",
       "6071  https://app.raa.se/open/runor/inscription?id=13f38325-40e5-4c48-81ab-a6d6e0e2706c   \n",
       "6122  https://app.raa.se/open/runor/inscription?id=49b8c96c-310b-417e-a449-f42d4bfcd1cb   \n",
       "6156  https://app.raa.se/open/runor/inscription?id=e37f30f2-f60b-4c03-bc91-b241c9babb70   \n",
       "6186  https://app.raa.se/open/runor/inscription?id=6155fdd2-bd44-4b59-b20b-c87dbe812aae   \n",
       "6223  https://app.raa.se/open/runor/inscription?id=d36b524b-1d39-4380-ab82-18b72e70c474   \n",
       "6266  https://app.raa.se/open/runor/inscription?id=cd139fe6-05eb-4e8d-a412-6b8adf44386d   \n",
       "6597  https://app.raa.se/open/runor/inscription?id=b5afb054-3d9f-4f47-960f-20eacf1d4da8   \n",
       "6764  https://app.raa.se/open/runor/inscription?id=a0db985c-5f44-4518-9a88-029b3e055303   \n",
       "6771  https://app.raa.se/open/runor/inscription?id=d10d6d49-a92d-4eff-b84c-a47c0ba55925   \n",
       "6787  https://app.raa.se/open/runor/inscription?id=768eca6d-c9c2-43d1-a732-5cd91a15f3f7   \n",
       "6840  https://app.raa.se/open/runor/inscription?id=97b954ff-1201-4790-b2d6-25fdba1a24f9   \n",
       "6901  https://app.raa.se/open/runor/inscription?id=91bae800-3b1c-4674-8eb4-500f4409492e   \n",
       "\n",
       "       parishName                                 kulturarvsdata  \n",
       "90    Hovs socken  /uu/srdb/9ab04996-c5df-480d-b573-ba10419a71d2  \n",
       "231   Hovs socken  /uu/srdb/f313c038-6a1d-4f0d-9850-466fc9611bc6  \n",
       "281   Hovs socken  /uu/srdb/048a8225-a806-4b64-928d-a2c880e935f2  \n",
       "301   Hovs socken  /uu/srdb/0630713b-469c-4e15-8749-e20c38aa89c8  \n",
       "392   Hovs socken  /uu/srdb/122ec4eb-70c7-4269-83e2-1723ff144c4c  \n",
       "561   Hovs socken  /uu/srdb/26f57714-02f8-4938-871a-b180cf804767  \n",
       "708   Hovs socken  /uu/srdb/3aa701a1-6575-4a1c-8163-1bee34804fc1  \n",
       "711   Hovs socken  /uu/srdb/3b01103d-da15-4459-9117-6154bf0b39e2  \n",
       "826   Hovs socken  /uu/srdb/4b053080-c575-4fe5-81a5-010855bc8908  \n",
       "1060  Hovs socken  /uu/srdb/69845692-da5b-4e71-b3a2-eea2e9657b94  \n",
       "1080  Hovs socken  /uu/srdb/6eeef018-d9e4-4957-a5c4-8f3e038c0b7b  \n",
       "1196  Hovs socken  /uu/srdb/80ab5bd3-5015-418d-bcc7-d4a9a4b033b6  \n",
       "1711  Hovs socken  /uu/srdb/c946914e-d833-4967-b65b-0ab339007380  \n",
       "1767  Hovs socken  /uu/srdb/d0f6e9cd-fbef-4866-9818-aa2ad7428322  \n",
       "1957  Hovs socken  /uu/srdb/ee8d93a1-5e12-4e57-a879-eee9557ea080  \n",
       "2166  Hovs socken  /uu/srdb/155eb522-fa4a-4f07-a57f-7e60c13d2183  \n",
       "2256  Hovs socken  /uu/srdb/2827fffc-2a29-442e-8813-b75627c843b8  \n",
       "2444  Hovs socken  /uu/srdb/4c895911-21c7-4978-b9bb-65c6087429b7  \n",
       "2567  Hovs socken  /uu/srdb/63357982-a7c4-4a08-b8e4-4b1a5219e84a  \n",
       "2712  Hovs socken  /uu/srdb/7dec233a-d4c8-4b0f-b852-1e05cf61e252  \n",
       "2733  Hovs socken  /uu/srdb/812b469e-e25e-4a54-abc2-c1179dd495d6  \n",
       "2934  Hovs socken  /uu/srdb/b283a02e-2849-47f7-92e4-6ab7a745cf16  \n",
       "2943  Hovs socken  /uu/srdb/b3956b0b-e70b-4ece-9ee7-fa7fa497cae2  \n",
       "2958  Hovs socken  /uu/srdb/b792cd92-22cd-41a9-be48-66d2e22b2f33  \n",
       "2988  Hovs socken  /uu/srdb/bc45f6a3-02f1-4fa5-955a-7cd7fdee9c3d  \n",
       "3033  Hovs socken  /uu/srdb/c5edb6c1-b0cf-4be1-be26-8d948500d14e  \n",
       "3070  Hovs socken  /uu/srdb/ccaadcc6-ad2c-4108-8853-3898867d4c62  \n",
       "3154  Hovs socken  /uu/srdb/168a9516-5784-4b1a-b9d7-88d823779464  \n",
       "3244  Hovs socken  /uu/srdb/181f0e68-990e-4e8d-a37c-cab716f95d35  \n",
       "3317  Hovs socken  /uu/srdb/d32cd5bf-645a-4abe-97ec-9503365c3fce  \n",
       "3373  Hovs socken  /uu/srdb/088b33c5-1d5b-450d-afd0-08ace8ef4d23  \n",
       "3520  Hovs socken  /uu/srdb/2a853777-c148-40a1-aaf1-5cec5bea2911  \n",
       "3530  Hovs socken  /uu/srdb/2b00333f-d4a9-4a92-9a14-d92f4a05dc48  \n",
       "3628  Hovs socken  /uu/srdb/3f5dcd46-7703-4a4a-a26e-565a9f0d4883  \n",
       "3632  Hovs socken  /uu/srdb/42c8045e-94dd-46b3-8121-56d946b245fe  \n",
       "3699  Hovs socken  /uu/srdb/4ea6cdb6-d97c-43a3-aac9-7220527a6e0f  \n",
       "3713  Hovs socken  /uu/srdb/5002147c-d18b-4d1e-bbc9-5825aaa392af  \n",
       "3739  Hovs socken  /uu/srdb/544b1999-ebd6-460b-8ee2-26275cc13654  \n",
       "4031  Hovs socken  /uu/srdb/9ecb44d5-a827-4377-9720-3f2d5a9699df  \n",
       "4433  Hovs socken  /uu/srdb/f5d9b02e-00df-4e3e-9f44-d817d874494a  \n",
       "4455  Hovs socken  /uu/srdb/fcc5e6f0-e5e5-4fc8-ba0e-3e6d0c377b95  \n",
       "4644  Hovs socken  /uu/srdb/0e9b67c9-9b6b-4308-b10e-a020be2866a8  \n",
       "4650  Hovs socken  /uu/srdb/1006f0b3-696a-41bf-84ea-c403222f709b  \n",
       "4670  Hovs socken  /uu/srdb/1688503e-e0cc-4e07-80d8-3158776b5fae  \n",
       "4816  Hovs socken  /uu/srdb/4ed610a0-59a3-4ba4-80f2-a48e786ce7a4  \n",
       "4900  Hovs socken  /uu/srdb/677a765e-4e89-4ad8-bd8f-53444d485a9e  \n",
       "4920  Hovs socken  /uu/srdb/6d8d40bf-b646-4fdd-87ca-88dc6233c0f3  \n",
       "5001  Hovs socken  /uu/srdb/858be9de-4f54-4e3f-8f62-76ac4fa9faf1  \n",
       "5226  Hovs socken  /uu/srdb/c10a3cb2-cde7-4b5e-900a-664863194ab4  \n",
       "5494  Hovs socken  /uu/srdb/c5e72d2a-16fe-4ec6-bb89-38d015948b7e  \n",
       "5604  Hovs socken  /uu/srdb/f1d85e2a-79d7-4282-9f8b-e54d39f14284  \n",
       "5636  Hovs socken  /uu/srdb/df8c2d89-caa2-4d68-904d-90dcdaf79f1a  \n",
       "5743  Hovs socken  /uu/srdb/9b70b49c-3bd8-44ea-9e10-1becb8d7b40d  \n",
       "5760  Hovs socken  /uu/srdb/98e3ad26-044f-46d3-a0b9-f6e818c8232c  \n",
       "5857  Hovs socken  /uu/srdb/d8488393-df9a-42cf-a7f3-03de45cbb557  \n",
       "5861  Hovs socken  /uu/srdb/d86501bc-2079-4dd8-9bce-c363a5f98040  \n",
       "5965  Hovs socken  /uu/srdb/f5a2b54a-8c07-41ea-90ae-254fa7ab9994  \n",
       "5966  Hovs socken  /uu/srdb/f5a83e05-411b-45c9-838e-3e3246a74689  \n",
       "6020  Hovs socken  /uu/srdb/64c5f1b4-9b5f-4fd9-aa7f-7d64630a6a02  \n",
       "6071  Hovs socken  /uu/srdb/53cabe01-ba0b-4d43-a3f6-13d13cf43e33  \n",
       "6122  Hovs socken  /uu/srdb/58075fa4-d02f-41c7-be25-7bfaeb80f230  \n",
       "6156  Hovs socken  /uu/srdb/39174d12-04f0-41b7-9b11-019deb63b2ea  \n",
       "6186  Hovs socken  /uu/srdb/42ca9d67-828b-4f00-8a00-12d2293b9f52  \n",
       "6223  Hovs socken  /uu/srdb/43356c1c-9177-4f6e-8d31-1a9be3091370  \n",
       "6266  Hovs socken  /uu/srdb/23deb0d1-100b-4e43-a3c5-58557067a93f  \n",
       "6597  Hovs socken  /uu/srdb/54bc18bd-3a63-4dd7-98f0-e6eadcdc370f  \n",
       "6764  Hovs socken  /uu/srdb/86ade8bf-2bb8-437c-a285-20058a42d16c  \n",
       "6771  Hovs socken  /uu/srdb/87bfadeb-2050-4505-b985-4d5947327629  \n",
       "6787  Hovs socken  /uu/srdb/89eb6b7c-f7cd-44a8-997d-29992dec9013  \n",
       "6840  Hovs socken  /uu/srdb/95a65566-ca12-4095-a737-9c758406f434  \n",
       "6901  Hovs socken  /uu/srdb/a19bf185-e166-4016-86f4-d545c0672743  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option(\"max_colwidth\", None)  \n",
    "pd.set_option('display.max_rows', None)\n",
    "dfHovs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Rundata -  bad semantic interoperability \n",
    "* about [Rundata.info introduction](https://rundata.info/about/)\n",
    "\n",
    "Looks like the Signum is an candidate for **same as** between Evighetsrunor and Rundata but the database has no unique identifier or no [semantic interoperability](https://en.wikipedia.org/wiki/Semantic_interoperability#:~:text=Semantic%20interoperability%20is%20the%20ability,data%20federation%20between%20information%20systems.) with Evighetsrunor, looks very messy i.e. we have 2 SILOS....\n",
    "* text strings\n",
    "  * Socken we have a column with mixed values and one part \"Sockenkod\"\n",
    "  * Härad\n",
    "  * Kommun\n",
    "  \n",
    "Compared to K-samsök we have much more data available and its just to download an Excel"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 11671 entries, 0 to 11670\n",
      "Data columns (total 22 columns):\n",
      " #   Column                     Non-Null Count  Dtype \n",
      "---  ------                     --------------  ----- \n",
      " 0   Signum                     11671 non-null  object\n",
      " 1   Plats                      6622 non-null   object\n",
      " 2   Socken                     6412 non-null   object\n",
      " 3   Härad                      5530 non-null   object\n",
      " 4   Kommun                     6399 non-null   object\n",
      " 5   Placering                  3766 non-null   object\n",
      " 6   Koordinater                5198 non-null   object\n",
      " 7   Urspr. plats?              1101 non-null   object\n",
      " 8   Nuv. koord.                501 non-null    object\n",
      " 9   Sockenkod/Fornlämningsnr.  4592 non-null   object\n",
      " 10  Runtyper                   333 non-null    object\n",
      " 11  Korsform                   1119 non-null   object\n",
      " 12  Period/Datering            6748 non-null   object\n",
      " 13  Stilgruppering             2587 non-null   object\n",
      " 14  Ristare                    1070 non-null   object\n",
      " 15  Materialtyp                6749 non-null   object\n",
      " 16  Material                   5389 non-null   object\n",
      " 17  Föremål                    6745 non-null   object\n",
      " 18  Övrigt                     2160 non-null   object\n",
      " 19  Alternativt signum         2522 non-null   object\n",
      " 20  Referens                   3746 non-null   object\n",
      " 21  Bildlänk                   1493 non-null   object\n",
      "dtypes: object(22)\n",
      "memory usage: 2.0+ MB\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd \n",
    "rundatadf = pd.read_excel(\"data/RUNDATA.xls\")\n",
    "\n",
    "rundatadf.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "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>Signum</th>\n",
       "      <th>Plats</th>\n",
       "      <th>Socken</th>\n",
       "      <th>Härad</th>\n",
       "      <th>Kommun</th>\n",
       "      <th>Placering</th>\n",
       "      <th>Koordinater</th>\n",
       "      <th>Urspr. plats?</th>\n",
       "      <th>Nuv. koord.</th>\n",
       "      <th>Sockenkod/Fornlämningsnr.</th>\n",
       "      <th>Runtyper</th>\n",
       "      <th>Korsform</th>\n",
       "      <th>Period/Datering</th>\n",
       "      <th>Stilgruppering</th>\n",
       "      <th>Ristare</th>\n",
       "      <th>Materialtyp</th>\n",
       "      <th>Material</th>\n",
       "      <th>Föremål</th>\n",
       "      <th>Övrigt</th>\n",
       "      <th>Alternativt signum</th>\n",
       "      <th>Referens</th>\n",
       "      <th>Bildlänk</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>8038</th>\n",
       "      <td>DK SlB16 =DR_Schl16</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5759</th>\n",
       "      <td>N 675 M</td>\n",
       "      <td>Nordre Søstergården, Bryggen, Bergen</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>BRM 0/79607</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>M efter 1170</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>märklapp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>N B555</td>\n",
       "      <td>B555</td>\n",
       "      <td>http://www.nb.no/baser/runer/runebilder/b555.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1620</th>\n",
       "      <td>Vg 237 M</td>\n",
       "      <td>Lödöse, Kroken 1:59, klostret</td>\n",
       "      <td>Sankt Peders sn</td>\n",
       "      <td>Ale hd</td>\n",
       "      <td>Lilla Edet</td>\n",
       "      <td>Göteborgs hist. mus. (Lödöse 1918:1407)</td>\n",
       "      <td>6440175.1284450</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1763 (Sankt Peder), 23 (stadslager) [objektid=10176300230001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M 1200-t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>övrigt</td>\n",
       "      <td>tegel</td>\n",
       "      <td>tegelstensfragment</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8172</th>\n",
       "      <td>DK Sk122 =DR_EM85;434L</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2524</th>\n",
       "      <td>U 817 †</td>\n",
       "      <td>Bälsunda</td>\n",
       "      <td>Hjälsta sn</td>\n",
       "      <td>Lagunda hd</td>\n",
       "      <td>Enköping</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6617450.1592575</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0236 (Hjälsta)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>Pr3?</td>\n",
       "      <td>Arbjörn (A) [Stille 1999b]</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>L 766</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3795</th>\n",
       "      <td>G 274 M</td>\n",
       "      <td>Lunds</td>\n",
       "      <td>Tingstäde sn</td>\n",
       "      <td>Lummelunda ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>Gotlands museum</td>\n",
       "      <td>6407113.1667071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0969 (Tingstäde), 149:4 [objektid=10096901490004]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M senmedeltid?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fragment av runsten eller gravhäll</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3716</th>\n",
       "      <td>G 196 M</td>\n",
       "      <td>Tofta kyrka</td>\n",
       "      <td>Tofta sn</td>\n",
       "      <td>Banda ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>Vid altaret.</td>\n",
       "      <td>6379835.1641605</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0970 (Tofta)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M efter 1347</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>gravhäll</td>\n",
       "      <td>På samma gravhäll finns G 195. Även majuskelinskrift.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9163</th>\n",
       "      <td>B 565 =U_1143</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6096</th>\n",
       "      <td>N A132 M</td>\n",
       "      <td>Folkebibliotekstomta, Trondheim</td>\n",
       "      <td>Trondheim</td>\n",
       "      <td>Sør-Trøndelag fylke</td>\n",
       "      <td>Trondheim</td>\n",
       "      <td>Vitenskapsmuseet, NTNU (N-22767b)</td>\n",
       "      <td>(63.4305 ; 10.4010)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M 1175-1275</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>pinne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>N 879</td>\n",
       "      <td>N 879 (manus till NIyR bind 7 av J.R. Hagland)</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1731</th>\n",
       "      <td>U 28</td>\n",
       "      <td>Hilleshögs kyrka</td>\n",
       "      <td>Hilleshögs sn</td>\n",
       "      <td>Färentuna hd</td>\n",
       "      <td>Ekerö</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6587108.1607796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0029 (Hilleshög), 38:7 [objektid=10002900380007]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>sandsten</td>\n",
       "      <td>fragment av runsten</td>\n",
       "      <td>Eventuellt en bit av U 24.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4860</th>\n",
       "      <td>DR ATA4150/83 M</td>\n",
       "      <td>Åhus kyrka</td>\n",
       "      <td>Åhus sn</td>\n",
       "      <td>Villands hd, Skåne</td>\n",
       "      <td>Kristianstad</td>\n",
       "      <td>På utsidan av portalomfattningen.</td>\n",
       "      <td>6200451.1405466</td>\n",
       "      <td>ja</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1152 (Åhus)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>puts</td>\n",
       "      <td>kalkputs</td>\n",
       "      <td>putsinskrift</td>\n",
       "      <td>Runor och runliknande tecken utan språklig mening.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1777</th>\n",
       "      <td>U 74</td>\n",
       "      <td>Husby</td>\n",
       "      <td>Spånga sn</td>\n",
       "      <td>Sollentuna hd</td>\n",
       "      <td>Stockholm</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6589390.1619920</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0091 (Stockholm); 3047 (Spånga), 80 [objektid=10304700800001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A4; B1; C6, C7; D1; E5; F3; G3, G4</td>\n",
       "      <td>V</td>\n",
       "      <td>Pr3</td>\n",
       "      <td>Visäte (S)</td>\n",
       "      <td>sten</td>\n",
       "      <td>gnejs</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B 150; L 379</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.kms.raa.se/cocoon/bild/object_list_simple?query=u74&amp;showthumbnails=true</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9266</th>\n",
       "      <td>B 668 =Sö_269</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11447</th>\n",
       "      <td>L 1779 =G_60</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5452</th>\n",
       "      <td>N 368 $M</td>\n",
       "      <td>Borgund kirke</td>\n",
       "      <td>Borgund sn</td>\n",
       "      <td>Sogn og Fjordane fylke</td>\n",
       "      <td>Lærdal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(61.0472 ; 7.8123)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M s 1100-t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>träinskrift</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>$=NOR 1990:21, http://urn.nb.no/URN:NBN:no-44877</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3168</th>\n",
       "      <td>U NOR2000;30A $</td>\n",
       "      <td>Sigtuna, kv. Professorn 1</td>\n",
       "      <td>Sigtuna</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sigtuna</td>\n",
       "      <td>Sigtuna museum</td>\n",
       "      <td>6612200.1608150</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0080 (Sigtuna), 195 (stadslager) [objektid=10008001950001], 6:2(2) (fyndsamling) [objektid=10008000060002]</td>\n",
       "      <td>t-runan är stupad</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V/M 1066-1186</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ben/horn</td>\n",
       "      <td>ben</td>\n",
       "      <td>runben, revben</td>\n",
       "      <td>Fyndnr 6931.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>$=Sl 84 (version 0.1); http://urn.nb.no/URN:NBN:no-44958</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>862</th>\n",
       "      <td>Sö 139 $</td>\n",
       "      <td>Korpbron, Jursta ägor</td>\n",
       "      <td>Ludgo sn</td>\n",
       "      <td>Rönö hd</td>\n",
       "      <td>Nyköping</td>\n",
       "      <td>Står 3,5 m ONO om Sö 140.</td>\n",
       "      <td>6534202.1571951</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0348 (Ludgo), 80:2 [objektid=10034800800002]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A1; B1; 0; D1; 0; F3; 0</td>\n",
       "      <td>V</td>\n",
       "      <td>Pr3?</td>\n",
       "      <td>Finn (S); Kjul (S)</td>\n",
       "      <td>sten</td>\n",
       "      <td>gråsten</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B 1146; L 871</td>\n",
       "      <td>$=SRI 3 plansch 64, Källström 2007a:362</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8589</th>\n",
       "      <td>X RyNLT2004;5 =RU_NLT2004;5</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6974</th>\n",
       "      <td>N KJ17A $U</td>\n",
       "      <td>Eikeland</td>\n",
       "      <td>Time sn</td>\n",
       "      <td>Rogaland fylke</td>\n",
       "      <td>Time</td>\n",
       "      <td>Stavanger museum (9181g)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>U 525-560/570 (Imer 2007)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>metall</td>\n",
       "      <td>bronsförgyllt</td>\n",
       "      <td>spänne</td>\n",
       "      <td>Runorna finns på baksidan av spännet.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>$=Grønvik 1987:50-60; &lt;http://www.runenprojekt.uni-kiel.de/abfragen/standard/deutung2_eng.asp?findno=11&amp;ort=Eikeland&amp;objekt=spänne&gt;</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11220</th>\n",
       "      <td>L 1515 =DR_133</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10067</th>\n",
       "      <td>L 323 =U_610</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9361</th>\n",
       "      <td>B 763 =Sö_81</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5611</th>\n",
       "      <td>N 527 M</td>\n",
       "      <td>Sakshaug kirke</td>\n",
       "      <td>Inderøy sn</td>\n",
       "      <td>Nord-Trøndelag fylke</td>\n",
       "      <td>Inderøy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(63.8751 ; 11.2681)</td>\n",
       "      <td>ja</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M 1184</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>puts</td>\n",
       "      <td>kalkputs</td>\n",
       "      <td>putsinskrift</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>Öl Köping1</td>\n",
       "      <td>Köpings kyrka</td>\n",
       "      <td>Köpings sn</td>\n",
       "      <td>Slättbo hd</td>\n",
       "      <td>Borgholm</td>\n",
       "      <td>I tornet.</td>\n",
       "      <td>6306080.1555677</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0834 (Köping), 168 [objektid=10083401680001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>brunviolett kalksten</td>\n",
       "      <td>fragment av runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ATA Dnr 3430/57 nr 69; BN 161</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3845</th>\n",
       "      <td>G 323 M</td>\n",
       "      <td>Rute kyrka</td>\n",
       "      <td>Rute sn</td>\n",
       "      <td>Rute ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>Bunge hembygdsmuseum</td>\n",
       "      <td>6416394.1685211</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6418833.1691350</td>\n",
       "      <td>0960 (Rute), 77:1(3) (Bunge) (nuv. plats) [objektid=10090300770001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M senmedeltid</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>gravhäll</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>S 12; Snædal 2002:177f</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6558</th>\n",
       "      <td>N B250 M</td>\n",
       "      <td>Bryggen, Bergen</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>BRM 0/28197</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>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>övrigt</td>\n",
       "      <td>keramik</td>\n",
       "      <td>handtag till kruka</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.nb.no/baser/runer/runebilder/Bfoto-250.JPG</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3394</th>\n",
       "      <td>Vr 5 M</td>\n",
       "      <td>Kila kyrka</td>\n",
       "      <td>Kila sn</td>\n",
       "      <td>Näs hd</td>\n",
       "      <td>Säffle</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6568674.1329188</td>\n",
       "      <td>ja</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2154 (Kila)</td>\n",
       "      <td>p-runan har formen K</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M ca 1350</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>metall</td>\n",
       "      <td>malm</td>\n",
       "      <td>kyrkklocka</td>\n",
       "      <td>latininskrift</td>\n",
       "      <td>L 1981</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10449</th>\n",
       "      <td>L 709 =U_699</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10658</th>\n",
       "      <td>L 918 =Sö_4</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3560</th>\n",
       "      <td>G 52</td>\n",
       "      <td>Rone kyrka</td>\n",
       "      <td>Rone sn</td>\n",
       "      <td>Hemse ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>SHM (15095)</td>\n",
       "      <td>6345627.1659277</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0959 (Rone), 297:4 [objektid=10095902970004]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V 1000-1150</td>\n",
       "      <td>?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>fragment av bildsten med runor</td>\n",
       "      <td>Det fanns rester av röd färg i runorna.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://kulturarvsdata.se/shm/media/html/24123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1719</th>\n",
       "      <td>U 16 †</td>\n",
       "      <td>Nibble</td>\n",
       "      <td>Ekerö sn</td>\n",
       "      <td>Färentuna hd</td>\n",
       "      <td>Ekerö</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6575300.1609400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0015 (Ekerö)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A4; B1; C1, C8; D4, D5; E2; F3; 0</td>\n",
       "      <td>V</td>\n",
       "      <td>?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B 279; L 357</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8626</th>\n",
       "      <td>B 22 =U_372</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3667</th>\n",
       "      <td>G 153A =G_153B</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>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bytt signum: G 153B</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11266</th>\n",
       "      <td>L 1572 =G_188</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4626</th>\n",
       "      <td>DR IK161 U</td>\n",
       "      <td>Skodborg</td>\n",
       "      <td>Skodborg sn</td>\n",
       "      <td>Frøs hd, Sønderjylland</td>\n",
       "      <td>Vejen</td>\n",
       "      <td>Nationalmuseet (20880)</td>\n",
       "      <td>(55.4014081163197 ; 9.1840480195619)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>200105-9 [Lokalitet/117574]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>U 400-650</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>metall</td>\n",
       "      <td>guld</td>\n",
       "      <td>brakteat (B-typ)</td>\n",
       "      <td>Tidigare signum: DR BR8</td>\n",
       "      <td>DR BR8</td>\n",
       "      <td>DR BR8; KJ 105; http://runer.ku.dk/VisGenstand.aspx?Titel=Skodborg-brakteat; http://digi20.digitale-sammlungen.de/en/fs1/object/display/bsb00042601_00277.html; &lt;http://www.runenprojekt.uni-kiel.de/abfragen/standard/deutung2_eng.asp?findno=102&amp;ort=Skodborg&amp;objekt=brakteat (B-typ)&gt;</td>\n",
       "      <td>http://digi20.digitale-sammlungen.de/de/fs1/object/display/bsb00042600_00224.html</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7525</th>\n",
       "      <td>DK Bh19 =DR_AUD1998;302</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4776</th>\n",
       "      <td>DR EM85;459B M</td>\n",
       "      <td>Lund, kv. Apotekaren 4</td>\n",
       "      <td>Lund</td>\n",
       "      <td>Skåne</td>\n",
       "      <td>Lund</td>\n",
       "      <td>Lunds kulturhistoriska museum (70361:652)</td>\n",
       "      <td>6178025.1335725</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1298 (Lund), 73 (stadslager) [objektid=10129800730001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ben/horn</td>\n",
       "      <td>ben</td>\n",
       "      <td>runben [14]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DK nr.: SkL 43, http://runer.ku.dk/VisGenstand.aspx?Titel=Lund-benstykke_14</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10687</th>\n",
       "      <td>L 947 =Sö_213</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11191</th>\n",
       "      <td>L 1486 =DR_192</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>861</th>\n",
       "      <td>Sö 138</td>\n",
       "      <td>Aspa</td>\n",
       "      <td>Ludgo sn</td>\n",
       "      <td>Rönö hd</td>\n",
       "      <td>Nyköping</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6534448.1574497</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0348 (Ludgo), 61:1 [objektid=10034800610001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>Fp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>gråsten</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B 808; L 869</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://kmb.raa.se/cocoon/bild/object_list_simple?query=Sö138&amp;showthumbnails=true</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5127</th>\n",
       "      <td>N 43 M</td>\n",
       "      <td>Lom kirke</td>\n",
       "      <td>Lom sn</td>\n",
       "      <td>Oppland fylke</td>\n",
       "      <td>Lom</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(61.839737 ; 8.566154)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>stavkyrkegrafitti</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>Ög HedvallMenander134</td>\n",
       "      <td>Sankt Lars kyrka</td>\n",
       "      <td>Linköping</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Linköping</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6476502.1489505</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0461 (Linköping), 268:4 [objektid=10046102680004]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>fragment av gravhäll, sidohäll(?)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8315</th>\n",
       "      <td>IK 57,2 =G_251</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8272</th>\n",
       "      <td>DK SkL82 =DR_NOR2003;10</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5099</th>\n",
       "      <td>N 15 M</td>\n",
       "      <td>Oslo</td>\n",
       "      <td>Oslo</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Oslo</td>\n",
       "      <td>Oldsaksamlingen (C2467)</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>M ca 1200</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>metall</td>\n",
       "      <td>NaN</td>\n",
       "      <td>kyrkklocka</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>832</th>\n",
       "      <td>Sö 109</td>\n",
       "      <td>Gredby bro</td>\n",
       "      <td>Klosters sn (Eskilstuna)</td>\n",
       "      <td>Österrekarne hd</td>\n",
       "      <td>Eskilstuna</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6584047.1542090</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0318 (Eskilstuna), 264 [objektid=10031802640001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A2; B1; 0; D1; 0; F3; 0</td>\n",
       "      <td>V</td>\n",
       "      <td>Pr2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>gråsten</td>\n",
       "      <td>runsten</td>\n",
       "      <td>Runföljden (s)krim(i) uppfattas av Wessén (SRI 3, s. 393) snarare som (u)krim(i), är dock uppfört under Skrimi i registret s. 423.</td>\n",
       "      <td>L 972</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3833</th>\n",
       "      <td>G 311</td>\n",
       "      <td>Kullshage</td>\n",
       "      <td>Hangvars sn</td>\n",
       "      <td>Forsa ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>I privat ägo.</td>\n",
       "      <td>6416600.1674250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0932 (Hangvar)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V 1000-t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>granit(?)</td>\n",
       "      <td>bryne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7901</th>\n",
       "      <td>DK MJy74 =DR_63</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>651</th>\n",
       "      <td>Ög N270</td>\n",
       "      <td>Sankt Lars kyrka</td>\n",
       "      <td>Linköping</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Linköping</td>\n",
       "      <td>Östergötlands länsmuseum, Linköping</td>\n",
       "      <td>6476490.1489470</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0461 (Linköping)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>2 fragment av gravhäll</td>\n",
       "      <td>Hittades ej av Nordén.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1966</th>\n",
       "      <td>U 263 †</td>\n",
       "      <td>Fresta kyrka</td>\n",
       "      <td>Fresta sn</td>\n",
       "      <td>Vallentuna hd</td>\n",
       "      <td>Upplands-Väsby</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6601684.1621805</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0019 (Fresta)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>runsten</td>\n",
       "      <td>Dold under rappningen.</td>\n",
       "      <td>L 407</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8057</th>\n",
       "      <td>DK Sk7 =DR_NOR2000;8C</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7765</th>\n",
       "      <td>DK NJy17 =DR_169B</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7891</th>\n",
       "      <td>DK MJy64 =DR_113</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4099</th>\n",
       "      <td>DR 167 M</td>\n",
       "      <td>Lyngby</td>\n",
       "      <td>Lyngby sn</td>\n",
       "      <td>Børglum hd, Nørrejylland</td>\n",
       "      <td>Hjørring</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(57.4129814544947 ; 9.74585921679375)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>100107</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M ca 1200</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>granit</td>\n",
       "      <td>dopfunt</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DK nr.: NJy 4, http://runer.ku.dk/VisGenstand.aspx?Titel=Lyngby-font</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2845</th>\n",
       "      <td>U 1135</td>\n",
       "      <td>Ackarby</td>\n",
       "      <td>Dannemora sn</td>\n",
       "      <td>Olands hd</td>\n",
       "      <td>Östhammar</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6673731.1608712</td>\n",
       "      <td>nej</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0217 (Dannemora), 65 [objektid=10021700650001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A1; B1; C8, C9; D1; 0; F3 (F4?); 0</td>\n",
       "      <td>V</td>\n",
       "      <td>Pr4?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fragment av runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3898</th>\n",
       "      <td>G 376 M</td>\n",
       "      <td>Gerums kyrka</td>\n",
       "      <td>Gerums sn</td>\n",
       "      <td>Fardhems ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>På norra korväggen.</td>\n",
       "      <td>6354899.1652180</td>\n",
       "      <td>ja</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0924 (Gerum)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>puts</td>\n",
       "      <td>kalkputs</td>\n",
       "      <td>putsinskrift</td>\n",
       "      <td>Ristningen är överkalkad och svår att följa, har bestått av ett 15-tal runor.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.kms.raa.se/cocoon/bild/object_list_simple?query=G376&amp;showthumbnails=true</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3575</th>\n",
       "      <td>G 67 $M</td>\n",
       "      <td>Sproge kyrka</td>\n",
       "      <td>Sproge sn</td>\n",
       "      <td>Hablinge ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>Inlagd i korgolvet.</td>\n",
       "      <td>6350089.1645195</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0964 (Sproge), 65:2 [objektid=10096400650002]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M 1200-t - 1300-t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>gravhäll</td>\n",
       "      <td>NaN</td>\n",
       "      <td>L 1775</td>\n",
       "      <td>$=Snædal 2002:122; $=Fältex. C, plansch 29</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1867</th>\n",
       "      <td>U 164</td>\n",
       "      <td>Täby tä</td>\n",
       "      <td>Täby sn</td>\n",
       "      <td>Danderyds skeppslag</td>\n",
       "      <td>Täby</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6599840.1627890</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0104 (Täby), 4:2 [objektid=10010400040002]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A4; B2; C3; D1; E3; F3; 0</td>\n",
       "      <td>V</td>\n",
       "      <td>Pr2 - Pr3</td>\n",
       "      <td>Fot 2 (A)</td>\n",
       "      <td>sten</td>\n",
       "      <td>granit</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B 119; L 645</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.kms.raa.se/cocoon/bild/object_list_simple?query=u164&amp;showthumbnails=true</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9861</th>\n",
       "      <td>L 111 =U_907</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10088</th>\n",
       "      <td>L 345 =U_35</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11551</th>\n",
       "      <td>L 1942 =Sm_123</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7986</th>\n",
       "      <td>DK SJy57 =DR_EM85;439C</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8145</th>\n",
       "      <td>DK Sk95 =DR_276</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6788</th>\n",
       "      <td>N B485 M</td>\n",
       "      <td>Bryggen, Bergen</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>BRM 0/45930</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>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>fyrkantig pinne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.nb.no/baser/runer/runebilder/b485.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5638</th>\n",
       "      <td>N 554 M</td>\n",
       "      <td>Hedal kirke</td>\n",
       "      <td>Hedal sn</td>\n",
       "      <td>Oppland fylke</td>\n",
       "      <td>Sør-Aurdal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(60.6225 ; 9.6907)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>träinskrift</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6010</th>\n",
       "      <td>N A39 $M</td>\n",
       "      <td>Storgaten 47, Tønsberg</td>\n",
       "      <td>Tønsberg</td>\n",
       "      <td>Vestfold fylke</td>\n",
       "      <td>Tønsberg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(59.26837 ; 10.40580)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M 1250-1325</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>runkavel</td>\n",
       "      <td>Inskriften gjord av tre eller fyra olka ristare. Spår av tidigare inskrifter kan skönjas.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gosling 1989; $=databas Oslo</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5383</th>\n",
       "      <td>N 299 M</td>\n",
       "      <td>Hamre kirke</td>\n",
       "      <td>Hamre sn</td>\n",
       "      <td>Hordaland fylke</td>\n",
       "      <td>Osterøy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(60.5447 ; 5.3519)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>träinskrift</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5292</th>\n",
       "      <td>N 208</td>\n",
       "      <td>Ryen</td>\n",
       "      <td>Tveid sn</td>\n",
       "      <td>Vest-Agder fylke</td>\n",
       "      <td>Kristiansand</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>V</td>\n",
       "      <td>RAK</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>gnejs</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8278</th>\n",
       "      <td>DK Hal5 =DR_352</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11349</th>\n",
       "      <td>L 1672 =Vg_75</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Öl Köping45</td>\n",
       "      <td>Köpings kyrka</td>\n",
       "      <td>Köpings sn</td>\n",
       "      <td>Slättbo hd</td>\n",
       "      <td>Borgholm</td>\n",
       "      <td>SHM (15535:11), deponerad i vapenhuset.</td>\n",
       "      <td>6306080.1555677</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0834 (Köping), 168 [objektid=10083401680001]</td>\n",
       "      <td>kortkvist-s</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>brunviolett kalksten</td>\n",
       "      <td>fragment av runsten</td>\n",
       "      <td>Reliefhuggen, svart färg på ytan och i runor.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ATA Dnr 3430/57 nr 34; BN 103</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3623</th>\n",
       "      <td>G 110 $</td>\n",
       "      <td>Tjängvide</td>\n",
       "      <td>Alskogs sn</td>\n",
       "      <td>Garda ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>SHM (4171)</td>\n",
       "      <td>6361193.1671398</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0894 (Alskog), 46 [objektid=10089400460001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>bildsten med runor</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>$=Snædal 2002:52f</td>\n",
       "      <td>http://www.kms.raa.se/cocoon/bild/object_list_simple?query=G110&amp;showthumbnails=true</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Ög 36 †</td>\n",
       "      <td>Fornåsa kyrka</td>\n",
       "      <td>Fornåsa sn</td>\n",
       "      <td>Bobergs hd</td>\n",
       "      <td>Motala</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6484310.1466570</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0419 (Fornåsa)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>fragment av runsten</td>\n",
       "      <td>Tre fragment nämns av Nordenskjöld, ett avbildas, rent ornamental. Se även Ög 36B. I fornlämningsregistret, Raä 17:2, har ristningen med signum Ög HedvallMenander145 identifierats som Ög 36, detta kan dock inte avgöras.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HedvallMenander445</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2630</th>\n",
       "      <td>U 922 $</td>\n",
       "      <td>Uppsala domkyrka</td>\n",
       "      <td>Uppsala</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Uppsala</td>\n",
       "      <td>I golvet på södra sidan av Gustavianska koret.</td>\n",
       "      <td>6639052.1602466</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0282 (Uppsala), 501 [objektid=10028205010001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>Pr4</td>\n",
       "      <td>Öpir 1 (S)</td>\n",
       "      <td>sten</td>\n",
       "      <td>ljus granit</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B 414; L 101</td>\n",
       "      <td>$=Fv 1973:196, http://fornvannen.se/pdf/1970talet/1973_185.pdf; $=Quak 1978:24f, Williams 1990:104; §Q: $=Bianchi 2010:109</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3916</th>\n",
       "      <td>G 394 M</td>\n",
       "      <td>Ekeby kyrka</td>\n",
       "      <td>Ekeby sn</td>\n",
       "      <td>Endre ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>I långhusets sv vägg.</td>\n",
       "      <td>6388792.1662000</td>\n",
       "      <td>ja</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0909 (Ekeby)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>puts</td>\n",
       "      <td>kalkputs</td>\n",
       "      <td>putsinskrift</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11519</th>\n",
       "      <td>L 1906 =Sm_58</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5706</th>\n",
       "      <td>N 622 M</td>\n",
       "      <td>Nordre Bugården, Bryggen, Bergen</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>BRM 0/9242</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>M före 1413</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>bottnen till ett laggkärl</td>\n",
       "      <td>NaN</td>\n",
       "      <td>N B7</td>\n",
       "      <td>B7</td>\n",
       "      <td>http://www.nb.no/baser/runer/runebilder/b007.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11500</th>\n",
       "      <td>L 1854 =G_163</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9428</th>\n",
       "      <td>B 830 =Sö_310</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10918</th>\n",
       "      <td>L 1195 =Ög_143</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3903</th>\n",
       "      <td>G 381 M</td>\n",
       "      <td>Närs kyrka</td>\n",
       "      <td>Närs sn</td>\n",
       "      <td>Burs ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>På västra portalens vänstra sida.</td>\n",
       "      <td>6351461.1670163</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0955 (När)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M 1300-t</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>inskrift på stenvägg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NOR 1995 s. 18, http://urn.nb.no/URN:NBN:no-44955; Snædal 2002:141</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1872</th>\n",
       "      <td>U 169 $</td>\n",
       "      <td>Björkeby</td>\n",
       "      <td>Östra Ryds sn</td>\n",
       "      <td>Danderyds skeppslag</td>\n",
       "      <td>Österåker</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6595046.1635677</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0126B (Östra Ryd), 103 [objektid=10012601030001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>RAK</td>\n",
       "      <td>Gunnar (A)</td>\n",
       "      <td>sten</td>\n",
       "      <td>gnejsgranit</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>$=Stroh-Wollin 2011</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6491</th>\n",
       "      <td>N B178 M</td>\n",
       "      <td>Bryggen, Bergen</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>BRM 0/20695</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>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>fyrkantig pinne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.nb.no/baser/runer/runebilder/b178.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3596</th>\n",
       "      <td>G 88 U</td>\n",
       "      <td>Kylver</td>\n",
       "      <td>Stånga sn</td>\n",
       "      <td>Burs ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>SHM (13436)</td>\n",
       "      <td>6353700.1658850</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0967 (Stånga)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>U 375/400-460/470 (Imer 2007)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>sidohäll i gravkista</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KJ 1; &lt;http://www.runenprojekt.uni-kiel.de/abfragen/standard/deutung2_eng.asp?findno=266&amp;ort=Kylver&amp;objekt=sidohäll i gravkista&gt;</td>\n",
       "      <td>http://www.kms.raa.se/cocoon/bild/object_list_simple?query=G88&amp;showthumbnails=true</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6802</th>\n",
       "      <td>N B501 M</td>\n",
       "      <td>Gullskoen, Bryggen, Bergen</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>BRM 0/52511</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>M ca 1200</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>fyrkantig pinne</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.nb.no/baser/runer/runebilder/b501.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000</th>\n",
       "      <td>U 296</td>\n",
       "      <td>Skånela kyrka</td>\n",
       "      <td>Skånela sn</td>\n",
       "      <td>Seminghundra hd</td>\n",
       "      <td>Sigtuna</td>\n",
       "      <td>Uttagen ur västra gaveln 1995, nu i vapenhuset.</td>\n",
       "      <td>6608730.1621099</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0085 (Skånela), 112:5 [objektid=10008501120005]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A3; B1; 0; D1; E2; F3; 0</td>\n",
       "      <td>V</td>\n",
       "      <td>?</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>röd jotnisk sandsten</td>\n",
       "      <td>runsten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>B 44; L 481</td>\n",
       "      <td>NaN</td>\n",
       "      <td>http://www.kms.raa.se/cocoon/bild/object_list_simple?query=u296&amp;showthumbnails=true</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11385</th>\n",
       "      <td>L 1711 =G_294</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7493</th>\n",
       "      <td>Br Olsen;208A =IM_MM102</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8940</th>\n",
       "      <td>B 339 =U_651</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3552</th>\n",
       "      <td>G 44 †M</td>\n",
       "      <td>Havdhems kyrka</td>\n",
       "      <td>Havdhems sn</td>\n",
       "      <td>Grötlinge ting</td>\n",
       "      <td>Gotland</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6340192.1652342</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0933 (Havdhem)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>NaN</td>\n",
       "      <td>gravhäll</td>\n",
       "      <td>NaN</td>\n",
       "      <td>L 1781</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9177</th>\n",
       "      <td>B 579 =U_1122</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>578</th>\n",
       "      <td>Ög Hov14;22</td>\n",
       "      <td>Hovs kyrka</td>\n",
       "      <td>Hovs sn</td>\n",
       "      <td>Göstrings hd</td>\n",
       "      <td>Vadstena</td>\n",
       "      <td>I tornkammaren.</td>\n",
       "      <td>6473183.1448098</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0435 (Hov), 3:1 [objektid=10043500030001]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>V</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>sten</td>\n",
       "      <td>kalksten</td>\n",
       "      <td>fragment av gravhäll</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>HedvallMenander220</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10406</th>\n",
       "      <td>L 666 =U_756</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5480</th>\n",
       "      <td>N 396 M</td>\n",
       "      <td>Hopperstad kirke</td>\n",
       "      <td>Vik sn</td>\n",
       "      <td>Sogn og Fjordane fylke</td>\n",
       "      <td>Vik</td>\n",
       "      <td>NaN</td>\n",
       "      <td>(61.0775 ; 6.5690)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>M</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>träinskrift</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3342</th>\n",
       "      <td>Vs 28 =Vs_27</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>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Passar ihop med Vs 27.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vs 27</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8043</th>\n",
       "      <td>DK SlB21 =DR_Schl21</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7799</th>\n",
       "      <td>DK NJy51 =DR_140</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9259</th>\n",
       "      <td>B 661 =U_1160</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>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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5813</th>\n",
       "      <td>N 729 M</td>\n",
       "      <td>Gullskoen, Bryggen, Bergen</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bergen</td>\n",
       "      <td>BRM 0/61658</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>M före 1248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>trä</td>\n",
       "      <td>trä</td>\n",
       "      <td>märklapp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>N B527</td>\n",
       "      <td>B527</td>\n",
       "      <td>http://www.nb.no/baser/runer/runebilder/b527.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3494</th>\n",
       "      <td>Bo Boije =Bo_Boije4</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>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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             Signum                                 Plats  \\\n",
       "8038           DK SlB16 =DR_Schl16                                    NaN   \n",
       "5759                       N 675 M   Nordre Søstergården, Bryggen, Bergen   \n",
       "1620                      Vg 237 M          Lödöse, Kroken 1:59, klostret   \n",
       "8172        DK Sk122 =DR_EM85;434L                                    NaN   \n",
       "2524                       U 817 †                               Bälsunda   \n",
       "3795                       G 274 M                                  Lunds   \n",
       "3716                       G 196 M                            Tofta kyrka   \n",
       "9163                 B 565 =U_1143                                    NaN   \n",
       "6096                      N A132 M        Folkebibliotekstomta, Trondheim   \n",
       "1731                         U 28                        Hilleshögs kyrka   \n",
       "4860               DR ATA4150/83 M                             Åhus kyrka   \n",
       "1777                         U 74                                   Husby   \n",
       "9266                 B 668 =Sö_269                                    NaN   \n",
       "11447                 L 1779 =G_60                                    NaN   \n",
       "5452                      N 368 $M                          Borgund kirke   \n",
       "3168               U NOR2000;30A $              Sigtuna, kv. Professorn 1   \n",
       "862                       Sö 139 $                  Korpbron, Jursta ägor   \n",
       "8589   X RyNLT2004;5 =RU_NLT2004;5                                    NaN   \n",
       "6974                    N KJ17A $U                               Eikeland   \n",
       "11220               L 1515 =DR_133                                    NaN   \n",
       "10067                 L 323 =U_610                                    NaN   \n",
       "9361                  B 763 =Sö_81                                    NaN   \n",
       "5611                       N 527 M                         Sakshaug kirke   \n",
       "113                    Öl Köping1                           Köpings kyrka   \n",
       "3845                       G 323 M                             Rute kyrka   \n",
       "6558                      N B250 M                        Bryggen, Bergen   \n",
       "3394                        Vr 5 M                             Kila kyrka   \n",
       "10449                 L 709 =U_699                                    NaN   \n",
       "10658                  L 918 =Sö_4                                    NaN   \n",
       "3560                         G 52                              Rone kyrka   \n",
       "1719                        U 16 †                                 Nibble   \n",
       "8626                   B 22 =U_372                                    NaN   \n",
       "3667                G 153A =G_153B                                    NaN   \n",
       "11266                L 1572 =G_188                                    NaN   \n",
       "4626                    DR IK161 U                               Skodborg   \n",
       "7525       DK Bh19 =DR_AUD1998;302                                    NaN   \n",
       "4776                DR EM85;459B M                 Lund, kv. Apotekaren 4   \n",
       "10687                L 947 =Sö_213                                    NaN   \n",
       "11191               L 1486 =DR_192                                    NaN   \n",
       "861                        Sö 138                                    Aspa   \n",
       "5127                        N 43 M                              Lom kirke   \n",
       "560         Ög HedvallMenander134                        Sankt Lars kyrka   \n",
       "8315                IK 57,2 =G_251                                    NaN   \n",
       "8272       DK SkL82 =DR_NOR2003;10                                    NaN   \n",
       "5099                        N 15 M                                   Oslo   \n",
       "832                        Sö 109                              Gredby bro   \n",
       "3833                        G 311                               Kullshage   \n",
       "7901               DK MJy74 =DR_63                                    NaN   \n",
       "651                       Ög N270                        Sankt Lars kyrka   \n",
       "1966                       U 263 †                           Fresta kyrka   \n",
       "8057         DK Sk7 =DR_NOR2000;8C                                    NaN   \n",
       "7765             DK NJy17 =DR_169B                                    NaN   \n",
       "7891              DK MJy64 =DR_113                                    NaN   \n",
       "4099                      DR 167 M                                 Lyngby   \n",
       "2845                       U 1135                                 Ackarby   \n",
       "3898                       G 376 M                           Gerums kyrka   \n",
       "3575                       G 67 $M                           Sproge kyrka   \n",
       "1867                        U 164                                 Täby tä   \n",
       "9861                  L 111 =U_907                                    NaN   \n",
       "10088                  L 345 =U_35                                    NaN   \n",
       "11551               L 1942 =Sm_123                                    NaN   \n",
       "7986        DK SJy57 =DR_EM85;439C                                    NaN   \n",
       "8145               DK Sk95 =DR_276                                    NaN   \n",
       "6788                      N B485 M                        Bryggen, Bergen   \n",
       "5638                       N 554 M                            Hedal kirke   \n",
       "6010                      N A39 $M                 Storgaten 47, Tønsberg   \n",
       "5383                       N 299 M                            Hamre kirke   \n",
       "5292                        N 208                                    Ryen   \n",
       "8278               DK Hal5 =DR_352                                    NaN   \n",
       "11349                L 1672 =Vg_75                                    NaN   \n",
       "155                   Öl Köping45                           Köpings kyrka   \n",
       "3623                       G 110 $                              Tjängvide   \n",
       "227                        Ög 36 †                          Fornåsa kyrka   \n",
       "2630                       U 922 $                       Uppsala domkyrka   \n",
       "3916                       G 394 M                            Ekeby kyrka   \n",
       "11519                L 1906 =Sm_58                                    NaN   \n",
       "5706                       N 622 M       Nordre Bugården, Bryggen, Bergen   \n",
       "11500                L 1854 =G_163                                    NaN   \n",
       "9428                 B 830 =Sö_310                                    NaN   \n",
       "10918               L 1195 =Ög_143                                    NaN   \n",
       "3903                       G 381 M                             Närs kyrka   \n",
       "1872                       U 169 $                               Björkeby   \n",
       "6491                      N B178 M                        Bryggen, Bergen   \n",
       "3596                        G 88 U                                 Kylver   \n",
       "6802                      N B501 M             Gullskoen, Bryggen, Bergen   \n",
       "2000                        U 296                           Skånela kyrka   \n",
       "11385                L 1711 =G_294                                    NaN   \n",
       "7493       Br Olsen;208A =IM_MM102                                    NaN   \n",
       "8940                  B 339 =U_651                                    NaN   \n",
       "3552                       G 44 †M                         Havdhems kyrka   \n",
       "9177                 B 579 =U_1122                                    NaN   \n",
       "578                   Ög Hov14;22                              Hovs kyrka   \n",
       "10406                 L 666 =U_756                                    NaN   \n",
       "5480                       N 396 M                       Hopperstad kirke   \n",
       "3342                  Vs 28 =Vs_27                                    NaN   \n",
       "8043           DK SlB21 =DR_Schl21                                    NaN   \n",
       "7799              DK NJy51 =DR_140                                    NaN   \n",
       "9259                 B 661 =U_1160                                    NaN   \n",
       "5813                       N 729 M             Gullskoen, Bryggen, Bergen   \n",
       "3494           Bo Boije =Bo_Boije4                                    NaN   \n",
       "\n",
       "                         Socken                     Härad          Kommun  \\\n",
       "8038                        NaN                       NaN             NaN   \n",
       "5759                     Bergen                       NaN          Bergen   \n",
       "1620            Sankt Peders sn                    Ale hd      Lilla Edet   \n",
       "8172                        NaN                       NaN             NaN   \n",
       "2524                 Hjälsta sn                Lagunda hd        Enköping   \n",
       "3795               Tingstäde sn           Lummelunda ting         Gotland   \n",
       "3716                   Tofta sn                Banda ting         Gotland   \n",
       "9163                        NaN                       NaN             NaN   \n",
       "6096                  Trondheim       Sør-Trøndelag fylke       Trondheim   \n",
       "1731              Hilleshögs sn              Färentuna hd           Ekerö   \n",
       "4860                    Åhus sn        Villands hd, Skåne    Kristianstad   \n",
       "1777                  Spånga sn             Sollentuna hd       Stockholm   \n",
       "9266                        NaN                       NaN             NaN   \n",
       "11447                       NaN                       NaN             NaN   \n",
       "5452                 Borgund sn    Sogn og Fjordane fylke          Lærdal   \n",
       "3168                    Sigtuna                       NaN         Sigtuna   \n",
       "862                    Ludgo sn                   Rönö hd        Nyköping   \n",
       "8589                        NaN                       NaN             NaN   \n",
       "6974                    Time sn            Rogaland fylke            Time   \n",
       "11220                       NaN                       NaN             NaN   \n",
       "10067                       NaN                       NaN             NaN   \n",
       "9361                        NaN                       NaN             NaN   \n",
       "5611                 Inderøy sn      Nord-Trøndelag fylke         Inderøy   \n",
       "113                  Köpings sn                Slättbo hd        Borgholm   \n",
       "3845                    Rute sn                 Rute ting         Gotland   \n",
       "6558                     Bergen                       NaN          Bergen   \n",
       "3394                    Kila sn                    Näs hd          Säffle   \n",
       "10449                       NaN                       NaN             NaN   \n",
       "10658                       NaN                       NaN             NaN   \n",
       "3560                    Rone sn                Hemse ting         Gotland   \n",
       "1719                   Ekerö sn              Färentuna hd           Ekerö   \n",
       "8626                        NaN                       NaN             NaN   \n",
       "3667                        NaN                       NaN             NaN   \n",
       "11266                       NaN                       NaN             NaN   \n",
       "4626                Skodborg sn    Frøs hd, Sønderjylland           Vejen   \n",
       "7525                        NaN                       NaN             NaN   \n",
       "4776                       Lund                     Skåne            Lund   \n",
       "10687                       NaN                       NaN             NaN   \n",
       "11191                       NaN                       NaN             NaN   \n",
       "861                    Ludgo sn                   Rönö hd        Nyköping   \n",
       "5127                     Lom sn             Oppland fylke             Lom   \n",
       "560                   Linköping                       NaN       Linköping   \n",
       "8315                        NaN                       NaN             NaN   \n",
       "8272                        NaN                       NaN             NaN   \n",
       "5099                       Oslo                       NaN            Oslo   \n",
       "832    Klosters sn (Eskilstuna)           Österrekarne hd      Eskilstuna   \n",
       "3833                Hangvars sn                Forsa ting         Gotland   \n",
       "7901                        NaN                       NaN             NaN   \n",
       "651                   Linköping                       NaN       Linköping   \n",
       "1966                  Fresta sn             Vallentuna hd  Upplands-Väsby   \n",
       "8057                        NaN                       NaN             NaN   \n",
       "7765                        NaN                       NaN             NaN   \n",
       "7891                        NaN                       NaN             NaN   \n",
       "4099                  Lyngby sn  Børglum hd, Nørrejylland        Hjørring   \n",
       "2845               Dannemora sn                 Olands hd       Östhammar   \n",
       "3898                  Gerums sn             Fardhems ting         Gotland   \n",
       "3575                  Sproge sn             Hablinge ting         Gotland   \n",
       "1867                    Täby sn       Danderyds skeppslag            Täby   \n",
       "9861                        NaN                       NaN             NaN   \n",
       "10088                       NaN                       NaN             NaN   \n",
       "11551                       NaN                       NaN             NaN   \n",
       "7986                        NaN                       NaN             NaN   \n",
       "8145                        NaN                       NaN             NaN   \n",
       "6788                     Bergen                       NaN          Bergen   \n",
       "5638                   Hedal sn             Oppland fylke      Sør-Aurdal   \n",
       "6010                   Tønsberg            Vestfold fylke        Tønsberg   \n",
       "5383                   Hamre sn           Hordaland fylke         Osterøy   \n",
       "5292                   Tveid sn          Vest-Agder fylke    Kristiansand   \n",
       "8278                        NaN                       NaN             NaN   \n",
       "11349                       NaN                       NaN             NaN   \n",
       "155                  Köpings sn                Slättbo hd        Borgholm   \n",
       "3623                 Alskogs sn                Garda ting         Gotland   \n",
       "227                  Fornåsa sn                Bobergs hd          Motala   \n",
       "2630                    Uppsala                       NaN         Uppsala   \n",
       "3916                   Ekeby sn                Endre ting         Gotland   \n",
       "11519                       NaN                       NaN             NaN   \n",
       "5706                     Bergen                       NaN          Bergen   \n",
       "11500                       NaN                       NaN             NaN   \n",
       "9428                        NaN                       NaN             NaN   \n",
       "10918                       NaN                       NaN             NaN   \n",
       "3903                    Närs sn                 Burs ting         Gotland   \n",
       "1872              Östra Ryds sn       Danderyds skeppslag       Österåker   \n",
       "6491                     Bergen                       NaN          Bergen   \n",
       "3596                  Stånga sn                 Burs ting         Gotland   \n",
       "6802                     Bergen                       NaN          Bergen   \n",
       "2000                 Skånela sn           Seminghundra hd         Sigtuna   \n",
       "11385                       NaN                       NaN             NaN   \n",
       "7493                        NaN                       NaN             NaN   \n",
       "8940                        NaN                       NaN             NaN   \n",
       "3552                Havdhems sn            Grötlinge ting         Gotland   \n",
       "9177                        NaN                       NaN             NaN   \n",
       "578                     Hovs sn              Göstrings hd        Vadstena   \n",
       "10406                       NaN                       NaN             NaN   \n",
       "5480                     Vik sn    Sogn og Fjordane fylke             Vik   \n",
       "3342                        NaN                       NaN             NaN   \n",
       "8043                        NaN                       NaN             NaN   \n",
       "7799                        NaN                       NaN             NaN   \n",
       "9259                        NaN                       NaN             NaN   \n",
       "5813                     Bergen                       NaN          Bergen   \n",
       "3494                        NaN                       NaN             NaN   \n",
       "\n",
       "                                             Placering  \\\n",
       "8038                                               NaN   \n",
       "5759                                       BRM 0/79607   \n",
       "1620           Göteborgs hist. mus. (Lödöse 1918:1407)   \n",
       "8172                                               NaN   \n",
       "2524                                               NaN   \n",
       "3795                                   Gotlands museum   \n",
       "3716                                      Vid altaret.   \n",
       "9163                                               NaN   \n",
       "6096                 Vitenskapsmuseet, NTNU (N-22767b)   \n",
       "1731                                               NaN   \n",
       "4860                 På utsidan av portalomfattningen.   \n",
       "1777                                               NaN   \n",
       "9266                                               NaN   \n",
       "11447                                              NaN   \n",
       "5452                                               NaN   \n",
       "3168                                    Sigtuna museum   \n",
       "862                          Står 3,5 m ONO om Sö 140.   \n",
       "8589                                               NaN   \n",
       "6974                          Stavanger museum (9181g)   \n",
       "11220                                              NaN   \n",
       "10067                                              NaN   \n",
       "9361                                               NaN   \n",
       "5611                                               NaN   \n",
       "113                                          I tornet.   \n",
       "3845                              Bunge hembygdsmuseum   \n",
       "6558                                       BRM 0/28197   \n",
       "3394                                               NaN   \n",
       "10449                                              NaN   \n",
       "10658                                              NaN   \n",
       "3560                                       SHM (15095)   \n",
       "1719                                               NaN   \n",
       "8626                                               NaN   \n",
       "3667                                               NaN   \n",
       "11266                                              NaN   \n",
       "4626                            Nationalmuseet (20880)   \n",
       "7525                                               NaN   \n",
       "4776         Lunds kulturhistoriska museum (70361:652)   \n",
       "10687                                              NaN   \n",
       "11191                                              NaN   \n",
       "861                                                NaN   \n",
       "5127                                               NaN   \n",
       "560                                                NaN   \n",
       "8315                                               NaN   \n",
       "8272                                               NaN   \n",
       "5099                           Oldsaksamlingen (C2467)   \n",
       "832                                                NaN   \n",
       "3833                                     I privat ägo.   \n",
       "7901                                               NaN   \n",
       "651                Östergötlands länsmuseum, Linköping   \n",
       "1966                                               NaN   \n",
       "8057                                               NaN   \n",
       "7765                                               NaN   \n",
       "7891                                               NaN   \n",
       "4099                                               NaN   \n",
       "2845                                               NaN   \n",
       "3898                               På norra korväggen.   \n",
       "3575                               Inlagd i korgolvet.   \n",
       "1867                                               NaN   \n",
       "9861                                               NaN   \n",
       "10088                                              NaN   \n",
       "11551                                              NaN   \n",
       "7986                                               NaN   \n",
       "8145                                               NaN   \n",
       "6788                                       BRM 0/45930   \n",
       "5638                                               NaN   \n",
       "6010                                               NaN   \n",
       "5383                                               NaN   \n",
       "5292                                               NaN   \n",
       "8278                                               NaN   \n",
       "11349                                              NaN   \n",
       "155            SHM (15535:11), deponerad i vapenhuset.   \n",
       "3623                                        SHM (4171)   \n",
       "227                                                NaN   \n",
       "2630    I golvet på södra sidan av Gustavianska koret.   \n",
       "3916                             I långhusets sv vägg.   \n",
       "11519                                              NaN   \n",
       "5706                                        BRM 0/9242   \n",
       "11500                                              NaN   \n",
       "9428                                               NaN   \n",
       "10918                                              NaN   \n",
       "3903                 På västra portalens vänstra sida.   \n",
       "1872                                               NaN   \n",
       "6491                                       BRM 0/20695   \n",
       "3596                                       SHM (13436)   \n",
       "6802                                       BRM 0/52511   \n",
       "2000   Uttagen ur västra gaveln 1995, nu i vapenhuset.   \n",
       "11385                                              NaN   \n",
       "7493                                               NaN   \n",
       "8940                                               NaN   \n",
       "3552                                               NaN   \n",
       "9177                                               NaN   \n",
       "578                                    I tornkammaren.   \n",
       "10406                                              NaN   \n",
       "5480                                               NaN   \n",
       "3342                                               NaN   \n",
       "8043                                               NaN   \n",
       "7799                                               NaN   \n",
       "9259                                               NaN   \n",
       "5813                                       BRM 0/61658   \n",
       "3494                                               NaN   \n",
       "\n",
       "                                 Koordinater Urspr. plats?      Nuv. koord.  \\\n",
       "8038                                     NaN           NaN              NaN   \n",
       "5759                                     NaN           NaN              NaN   \n",
       "1620                         6440175.1284450           NaN              NaN   \n",
       "8172                                     NaN           NaN              NaN   \n",
       "2524                         6617450.1592575           NaN              NaN   \n",
       "3795                         6407113.1667071           NaN              NaN   \n",
       "3716                         6379835.1641605           NaN              NaN   \n",
       "9163                                     NaN           NaN              NaN   \n",
       "6096                     (63.4305 ; 10.4010)           NaN              NaN   \n",
       "1731                         6587108.1607796           NaN              NaN   \n",
       "4860                         6200451.1405466            ja              NaN   \n",
       "1777                         6589390.1619920           NaN              NaN   \n",
       "9266                                     NaN           NaN              NaN   \n",
       "11447                                    NaN           NaN              NaN   \n",
       "5452                      (61.0472 ; 7.8123)           NaN              NaN   \n",
       "3168                         6612200.1608150           NaN              NaN   \n",
       "862                          6534202.1571951           NaN              NaN   \n",
       "8589                                     NaN           NaN              NaN   \n",
       "6974                                     NaN           NaN              NaN   \n",
       "11220                                    NaN           NaN              NaN   \n",
       "10067                                    NaN           NaN              NaN   \n",
       "9361                                     NaN           NaN              NaN   \n",
       "5611                     (63.8751 ; 11.2681)            ja              NaN   \n",
       "113                          6306080.1555677           NaN              NaN   \n",
       "3845                         6416394.1685211           NaN  6418833.1691350   \n",
       "6558                                     NaN           NaN              NaN   \n",
       "3394                         6568674.1329188            ja              NaN   \n",
       "10449                                    NaN           NaN              NaN   \n",
       "10658                                    NaN           NaN              NaN   \n",
       "3560                         6345627.1659277           NaN              NaN   \n",
       "1719                         6575300.1609400           NaN              NaN   \n",
       "8626                                     NaN           NaN              NaN   \n",
       "3667                                     NaN           NaN              NaN   \n",
       "11266                                    NaN           NaN              NaN   \n",
       "4626    (55.4014081163197 ; 9.1840480195619)           NaN              NaN   \n",
       "7525                                     NaN           NaN              NaN   \n",
       "4776                         6178025.1335725           NaN              NaN   \n",
       "10687                                    NaN           NaN              NaN   \n",
       "11191                                    NaN           NaN              NaN   \n",
       "861                          6534448.1574497           NaN              NaN   \n",
       "5127                  (61.839737 ; 8.566154)           NaN              NaN   \n",
       "560                          6476502.1489505           NaN              NaN   \n",
       "8315                                     NaN           NaN              NaN   \n",
       "8272                                     NaN           NaN              NaN   \n",
       "5099                                     NaN           NaN              NaN   \n",
       "832                          6584047.1542090           NaN              NaN   \n",
       "3833                         6416600.1674250           NaN              NaN   \n",
       "7901                                     NaN           NaN              NaN   \n",
       "651                          6476490.1489470           NaN              NaN   \n",
       "1966                         6601684.1621805           NaN              NaN   \n",
       "8057                                     NaN           NaN              NaN   \n",
       "7765                                     NaN           NaN              NaN   \n",
       "7891                                     NaN           NaN              NaN   \n",
       "4099   (57.4129814544947 ; 9.74585921679375)           NaN              NaN   \n",
       "2845                         6673731.1608712           nej              NaN   \n",
       "3898                         6354899.1652180            ja              NaN   \n",
       "3575                         6350089.1645195           NaN              NaN   \n",
       "1867                         6599840.1627890           NaN              NaN   \n",
       "9861                                     NaN           NaN              NaN   \n",
       "10088                                    NaN           NaN              NaN   \n",
       "11551                                    NaN           NaN              NaN   \n",
       "7986                                     NaN           NaN              NaN   \n",
       "8145                                     NaN           NaN              NaN   \n",
       "6788                                     NaN           NaN              NaN   \n",
       "5638                      (60.6225 ; 9.6907)           NaN              NaN   \n",
       "6010                   (59.26837 ; 10.40580)           NaN              NaN   \n",
       "5383                      (60.5447 ; 5.3519)           NaN              NaN   \n",
       "5292                                     NaN           NaN              NaN   \n",
       "8278                                     NaN           NaN              NaN   \n",
       "11349                                    NaN           NaN              NaN   \n",
       "155                          6306080.1555677           NaN              NaN   \n",
       "3623                         6361193.1671398           NaN              NaN   \n",
       "227                          6484310.1466570           NaN              NaN   \n",
       "2630                         6639052.1602466           NaN              NaN   \n",
       "3916                         6388792.1662000            ja              NaN   \n",
       "11519                                    NaN           NaN              NaN   \n",
       "5706                                     NaN           NaN              NaN   \n",
       "11500                                    NaN           NaN              NaN   \n",
       "9428                                     NaN           NaN              NaN   \n",
       "10918                                    NaN           NaN              NaN   \n",
       "3903                         6351461.1670163           NaN              NaN   \n",
       "1872                         6595046.1635677           NaN              NaN   \n",
       "6491                                     NaN           NaN              NaN   \n",
       "3596                         6353700.1658850           NaN              NaN   \n",
       "6802                                     NaN           NaN              NaN   \n",
       "2000                         6608730.1621099           NaN              NaN   \n",
       "11385                                    NaN           NaN              NaN   \n",
       "7493                                     NaN           NaN              NaN   \n",
       "8940                                     NaN           NaN              NaN   \n",
       "3552                         6340192.1652342           NaN              NaN   \n",
       "9177                                     NaN           NaN              NaN   \n",
       "578                          6473183.1448098           NaN              NaN   \n",
       "10406                                    NaN           NaN              NaN   \n",
       "5480                      (61.0775 ; 6.5690)           NaN              NaN   \n",
       "3342                                     NaN           NaN              NaN   \n",
       "8043                                     NaN           NaN              NaN   \n",
       "7799                                     NaN           NaN              NaN   \n",
       "9259                                     NaN           NaN              NaN   \n",
       "5813                                     NaN           NaN              NaN   \n",
       "3494                                     NaN           NaN              NaN   \n",
       "\n",
       "                                                                                        Sockenkod/Fornlämningsnr.  \\\n",
       "8038                                                                                                          NaN   \n",
       "5759                                                                                                          NaN   \n",
       "1620                                                1763 (Sankt Peder), 23 (stadslager) [objektid=10176300230001]   \n",
       "8172                                                                                                          NaN   \n",
       "2524                                                                                               0236 (Hjälsta)   \n",
       "3795                                                            0969 (Tingstäde), 149:4 [objektid=10096901490004]   \n",
       "3716                                                                                                 0970 (Tofta)   \n",
       "9163                                                                                                          NaN   \n",
       "6096                                                                                                          NaN   \n",
       "1731                                                             0029 (Hilleshög), 38:7 [objektid=10002900380007]   \n",
       "4860                                                                                                  1152 (Åhus)   \n",
       "1777                                                0091 (Stockholm); 3047 (Spånga), 80 [objektid=10304700800001]   \n",
       "9266                                                                                                          NaN   \n",
       "11447                                                                                                         NaN   \n",
       "5452                                                                                                          NaN   \n",
       "3168   0080 (Sigtuna), 195 (stadslager) [objektid=10008001950001], 6:2(2) (fyndsamling) [objektid=10008000060002]   \n",
       "862                                                                  0348 (Ludgo), 80:2 [objektid=10034800800002]   \n",
       "8589                                                                                                          NaN   \n",
       "6974                                                                                                          NaN   \n",
       "11220                                                                                                         NaN   \n",
       "10067                                                                                                         NaN   \n",
       "9361                                                                                                          NaN   \n",
       "5611                                                                                                          NaN   \n",
       "113                                                                  0834 (Köping), 168 [objektid=10083401680001]   \n",
       "3845                                          0960 (Rute), 77:1(3) (Bunge) (nuv. plats) [objektid=10090300770001]   \n",
       "6558                                                                                                          NaN   \n",
       "3394                                                                                                  2154 (Kila)   \n",
       "10449                                                                                                         NaN   \n",
       "10658                                                                                                         NaN   \n",
       "3560                                                                 0959 (Rone), 297:4 [objektid=10095902970004]   \n",
       "1719                                                                                                 0015 (Ekerö)   \n",
       "8626                                                                                                          NaN   \n",
       "3667                                                                                                          NaN   \n",
       "11266                                                                                                         NaN   \n",
       "4626                                                                                  200105-9 [Lokalitet/117574]   \n",
       "7525                                                                                                          NaN   \n",
       "4776                                                       1298 (Lund), 73 (stadslager) [objektid=10129800730001]   \n",
       "10687                                                                                                         NaN   \n",
       "11191                                                                                                         NaN   \n",
       "861                                                                  0348 (Ludgo), 61:1 [objektid=10034800610001]   \n",
       "5127                                                                                                          NaN   \n",
       "560                                                             0461 (Linköping), 268:4 [objektid=10046102680004]   \n",
       "8315                                                                                                          NaN   \n",
       "8272                                                                                                          NaN   \n",
       "5099                                                                                                          NaN   \n",
       "832                                                              0318 (Eskilstuna), 264 [objektid=10031802640001]   \n",
       "3833                                                                                               0932 (Hangvar)   \n",
       "7901                                                                                                          NaN   \n",
       "651                                                                                              0461 (Linköping)   \n",
       "1966                                                                                                0019 (Fresta)   \n",
       "8057                                                                                                          NaN   \n",
       "7765                                                                                                          NaN   \n",
       "7891                                                                                                          NaN   \n",
       "4099                                                                                                       100107   \n",
       "2845                                                               0217 (Dannemora), 65 [objektid=10021700650001]   \n",
       "3898                                                                                                 0924 (Gerum)   \n",
       "3575                                                                0964 (Sproge), 65:2 [objektid=10096400650002]   \n",
       "1867                                                                   0104 (Täby), 4:2 [objektid=10010400040002]   \n",
       "9861                                                                                                          NaN   \n",
       "10088                                                                                                         NaN   \n",
       "11551                                                                                                         NaN   \n",
       "7986                                                                                                          NaN   \n",
       "8145                                                                                                          NaN   \n",
       "6788                                                                                                          NaN   \n",
       "5638                                                                                                          NaN   \n",
       "6010                                                                                                          NaN   \n",
       "5383                                                                                                          NaN   \n",
       "5292                                                                                                          NaN   \n",
       "8278                                                                                                          NaN   \n",
       "11349                                                                                                         NaN   \n",
       "155                                                                  0834 (Köping), 168 [objektid=10083401680001]   \n",
       "3623                                                                  0894 (Alskog), 46 [objektid=10089400460001]   \n",
       "227                                                                                                0419 (Fornåsa)   \n",
       "2630                                                                0282 (Uppsala), 501 [objektid=10028205010001]   \n",
       "3916                                                                                                 0909 (Ekeby)   \n",
       "11519                                                                                                         NaN   \n",
       "5706                                                                                                          NaN   \n",
       "11500                                                                                                         NaN   \n",
       "9428                                                                                                          NaN   \n",
       "10918                                                                                                         NaN   \n",
       "3903                                                                                                   0955 (När)   \n",
       "1872                                                             0126B (Östra Ryd), 103 [objektid=10012601030001]   \n",
       "6491                                                                                                          NaN   \n",
       "3596                                                                                                0967 (Stånga)   \n",
       "6802                                                                                                          NaN   \n",
       "2000                                                              0085 (Skånela), 112:5 [objektid=10008501120005]   \n",
       "11385                                                                                                         NaN   \n",
       "7493                                                                                                          NaN   \n",
       "8940                                                                                                          NaN   \n",
       "3552                                                                                               0933 (Havdhem)   \n",
       "9177                                                                                                          NaN   \n",
       "578                                                                     0435 (Hov), 3:1 [objektid=10043500030001]   \n",
       "10406                                                                                                         NaN   \n",
       "5480                                                                                                          NaN   \n",
       "3342                                                                                                          NaN   \n",
       "8043                                                                                                          NaN   \n",
       "7799                                                                                                          NaN   \n",
       "9259                                                                                                          NaN   \n",
       "5813                                                                                                          NaN   \n",
       "3494                                                                                                          NaN   \n",
       "\n",
       "                   Runtyper                            Korsform  \\\n",
       "8038                    NaN                                 NaN   \n",
       "5759                    NaN                                 NaN   \n",
       "1620                    NaN                                 NaN   \n",
       "8172                    NaN                                 NaN   \n",
       "2524                    NaN                                 NaN   \n",
       "3795                    NaN                                 NaN   \n",
       "3716                    NaN                                 NaN   \n",
       "9163                    NaN                                 NaN   \n",
       "6096                    NaN                                 NaN   \n",
       "1731                    NaN                                 NaN   \n",
       "4860                    NaN                                 NaN   \n",
       "1777                    NaN  A4; B1; C6, C7; D1; E5; F3; G3, G4   \n",
       "9266                    NaN                                 NaN   \n",
       "11447                   NaN                                 NaN   \n",
       "5452                    NaN                                 NaN   \n",
       "3168      t-runan är stupad                                 NaN   \n",
       "862                     NaN             A1; B1; 0; D1; 0; F3; 0   \n",
       "8589                    NaN                                 NaN   \n",
       "6974                    NaN                                 NaN   \n",
       "11220                   NaN                                 NaN   \n",
       "10067                   NaN                                 NaN   \n",
       "9361                    NaN                                 NaN   \n",
       "5611                    NaN                                 NaN   \n",
       "113                     NaN                                 NaN   \n",
       "3845                    NaN                                 NaN   \n",
       "6558                    NaN                                 NaN   \n",
       "3394   p-runan har formen K                                 NaN   \n",
       "10449                   NaN                                 NaN   \n",
       "10658                   NaN                                 NaN   \n",
       "3560                    NaN                                 NaN   \n",
       "1719                    NaN   A4; B1; C1, C8; D4, D5; E2; F3; 0   \n",
       "8626                    NaN                                 NaN   \n",
       "3667                    NaN                                 NaN   \n",
       "11266                   NaN                                 NaN   \n",
       "4626                    NaN                                 NaN   \n",
       "7525                    NaN                                 NaN   \n",
       "4776                    NaN                                 NaN   \n",
       "10687                   NaN                                 NaN   \n",
       "11191                   NaN                                 NaN   \n",
       "861                     NaN                                 NaN   \n",
       "5127                    NaN                                 NaN   \n",
       "560                     NaN                                 NaN   \n",
       "8315                    NaN                                 NaN   \n",
       "8272                    NaN                                 NaN   \n",
       "5099                    NaN                                 NaN   \n",
       "832                     NaN             A2; B1; 0; D1; 0; F3; 0   \n",
       "3833                    NaN                                 NaN   \n",
       "7901                    NaN                                 NaN   \n",
       "651                     NaN                                 NaN   \n",
       "1966                    NaN                                 NaN   \n",
       "8057                    NaN                                 NaN   \n",
       "7765                    NaN                                 NaN   \n",
       "7891                    NaN                                 NaN   \n",
       "4099                    NaN                                 NaN   \n",
       "2845                    NaN  A1; B1; C8, C9; D1; 0; F3 (F4?); 0   \n",
       "3898                    NaN                                 NaN   \n",
       "3575                    NaN                                 NaN   \n",
       "1867                    NaN           A4; B2; C3; D1; E3; F3; 0   \n",
       "9861                    NaN                                 NaN   \n",
       "10088                   NaN                                 NaN   \n",
       "11551                   NaN                                 NaN   \n",
       "7986                    NaN                                 NaN   \n",
       "8145                    NaN                                 NaN   \n",
       "6788                    NaN                                 NaN   \n",
       "5638                    NaN                                 NaN   \n",
       "6010                    NaN                                 NaN   \n",
       "5383                    NaN                                 NaN   \n",
       "5292                    NaN                                 NaN   \n",
       "8278                    NaN                                 NaN   \n",
       "11349                   NaN                                 NaN   \n",
       "155             kortkvist-s                                 NaN   \n",
       "3623                    NaN                                 NaN   \n",
       "227                     NaN                                 NaN   \n",
       "2630                    NaN                                 NaN   \n",
       "3916                    NaN                                 NaN   \n",
       "11519                   NaN                                 NaN   \n",
       "5706                    NaN                                 NaN   \n",
       "11500                   NaN                                 NaN   \n",
       "9428                    NaN                                 NaN   \n",
       "10918                   NaN                                 NaN   \n",
       "3903                    NaN                                 NaN   \n",
       "1872                    NaN                                 NaN   \n",
       "6491                    NaN                                 NaN   \n",
       "3596                    NaN                                 NaN   \n",
       "6802                    NaN                                 NaN   \n",
       "2000                    NaN            A3; B1; 0; D1; E2; F3; 0   \n",
       "11385                   NaN                                 NaN   \n",
       "7493                    NaN                                 NaN   \n",
       "8940                    NaN                                 NaN   \n",
       "3552                    NaN                                 NaN   \n",
       "9177                    NaN                                 NaN   \n",
       "578                     NaN                                 NaN   \n",
       "10406                   NaN                                 NaN   \n",
       "5480                    NaN                                 NaN   \n",
       "3342                    NaN                                 NaN   \n",
       "8043                    NaN                                 NaN   \n",
       "7799                    NaN                                 NaN   \n",
       "9259                    NaN                                 NaN   \n",
       "5813                    NaN                                 NaN   \n",
       "3494                    NaN                                 NaN   \n",
       "\n",
       "                     Period/Datering Stilgruppering  \\\n",
       "8038                             NaN            NaN   \n",
       "5759                    M efter 1170            NaN   \n",
       "1620                        M 1200-t            NaN   \n",
       "8172                             NaN            NaN   \n",
       "2524                               V           Pr3?   \n",
       "3795                  M senmedeltid?            NaN   \n",
       "3716                    M efter 1347            NaN   \n",
       "9163                             NaN            NaN   \n",
       "6096                     M 1175-1275            NaN   \n",
       "1731                               V              ?   \n",
       "4860                               M            NaN   \n",
       "1777                               V            Pr3   \n",
       "9266                             NaN            NaN   \n",
       "11447                            NaN            NaN   \n",
       "5452                      M s 1100-t            NaN   \n",
       "3168                   V/M 1066-1186            NaN   \n",
       "862                                V           Pr3?   \n",
       "8589                             NaN            NaN   \n",
       "6974       U 525-560/570 (Imer 2007)            NaN   \n",
       "11220                            NaN            NaN   \n",
       "10067                            NaN            NaN   \n",
       "9361                             NaN            NaN   \n",
       "5611                          M 1184            NaN   \n",
       "113                                V            NaN   \n",
       "3845                   M senmedeltid            NaN   \n",
       "6558                               M            NaN   \n",
       "3394                       M ca 1350            NaN   \n",
       "10449                            NaN            NaN   \n",
       "10658                            NaN            NaN   \n",
       "3560                     V 1000-1150              ?   \n",
       "1719                               V              ?   \n",
       "8626                             NaN            NaN   \n",
       "3667                             NaN            NaN   \n",
       "11266                            NaN            NaN   \n",
       "4626                       U 400-650            NaN   \n",
       "7525                             NaN            NaN   \n",
       "4776                               M            NaN   \n",
       "10687                            NaN            NaN   \n",
       "11191                            NaN            NaN   \n",
       "861                                V             Fp   \n",
       "5127                               M            NaN   \n",
       "560                                V            NaN   \n",
       "8315                             NaN            NaN   \n",
       "8272                             NaN            NaN   \n",
       "5099                       M ca 1200            NaN   \n",
       "832                                V            Pr2   \n",
       "3833                        V 1000-t            NaN   \n",
       "7901                             NaN            NaN   \n",
       "651                                V            NaN   \n",
       "1966                               V              ?   \n",
       "8057                             NaN            NaN   \n",
       "7765                             NaN            NaN   \n",
       "7891                             NaN            NaN   \n",
       "4099                       M ca 1200            NaN   \n",
       "2845                               V           Pr4?   \n",
       "3898                               M            NaN   \n",
       "3575               M 1200-t - 1300-t            NaN   \n",
       "1867                               V      Pr2 - Pr3   \n",
       "9861                             NaN            NaN   \n",
       "10088                            NaN            NaN   \n",
       "11551                            NaN            NaN   \n",
       "7986                             NaN            NaN   \n",
       "8145                             NaN            NaN   \n",
       "6788                               M            NaN   \n",
       "5638                               M            NaN   \n",
       "6010                     M 1250-1325            NaN   \n",
       "5383                               M            NaN   \n",
       "5292                               V            RAK   \n",
       "8278                             NaN            NaN   \n",
       "11349                            NaN            NaN   \n",
       "155                                V            NaN   \n",
       "3623                               V              ?   \n",
       "227                                V              ?   \n",
       "2630                               V            Pr4   \n",
       "3916                               M            NaN   \n",
       "11519                            NaN            NaN   \n",
       "5706                     M före 1413            NaN   \n",
       "11500                            NaN            NaN   \n",
       "9428                             NaN            NaN   \n",
       "10918                            NaN            NaN   \n",
       "3903                        M 1300-t            NaN   \n",
       "1872                               V            RAK   \n",
       "6491                               M            NaN   \n",
       "3596   U 375/400-460/470 (Imer 2007)            NaN   \n",
       "6802                       M ca 1200            NaN   \n",
       "2000                               V              ?   \n",
       "11385                            NaN            NaN   \n",
       "7493                             NaN            NaN   \n",
       "8940                             NaN            NaN   \n",
       "3552                               M            NaN   \n",
       "9177                             NaN            NaN   \n",
       "578                                V            NaN   \n",
       "10406                            NaN            NaN   \n",
       "5480                               M            NaN   \n",
       "3342                             NaN            NaN   \n",
       "8043                             NaN            NaN   \n",
       "7799                             NaN            NaN   \n",
       "9259                             NaN            NaN   \n",
       "5813                     M före 1248            NaN   \n",
       "3494                             NaN            NaN   \n",
       "\n",
       "                          Ristare Materialtyp              Material  \\\n",
       "8038                          NaN         NaN                   NaN   \n",
       "5759                          NaN         trä                   trä   \n",
       "1620                          NaN      övrigt                 tegel   \n",
       "8172                          NaN         NaN                   NaN   \n",
       "2524   Arbjörn (A) [Stille 1999b]        sten                   NaN   \n",
       "3795                          NaN        sten                   NaN   \n",
       "3716                          NaN        sten              kalksten   \n",
       "9163                          NaN         NaN                   NaN   \n",
       "6096                          NaN         trä                   trä   \n",
       "1731                          NaN        sten              sandsten   \n",
       "4860                          NaN        puts              kalkputs   \n",
       "1777                   Visäte (S)        sten                 gnejs   \n",
       "9266                          NaN         NaN                   NaN   \n",
       "11447                         NaN         NaN                   NaN   \n",
       "5452                          NaN         trä                   trä   \n",
       "3168                          NaN    ben/horn                   ben   \n",
       "862            Finn (S); Kjul (S)        sten               gråsten   \n",
       "8589                          NaN         NaN                   NaN   \n",
       "6974                          NaN      metall         bronsförgyllt   \n",
       "11220                         NaN         NaN                   NaN   \n",
       "10067                         NaN         NaN                   NaN   \n",
       "9361                          NaN         NaN                   NaN   \n",
       "5611                          NaN        puts              kalkputs   \n",
       "113                           NaN        sten  brunviolett kalksten   \n",
       "3845                          NaN        sten              kalksten   \n",
       "6558                          NaN      övrigt               keramik   \n",
       "3394                          NaN      metall                  malm   \n",
       "10449                         NaN         NaN                   NaN   \n",
       "10658                         NaN         NaN                   NaN   \n",
       "3560                          NaN        sten              kalksten   \n",
       "1719                          NaN        sten                   NaN   \n",
       "8626                          NaN         NaN                   NaN   \n",
       "3667                          NaN         NaN                   NaN   \n",
       "11266                         NaN         NaN                   NaN   \n",
       "4626                          NaN      metall                  guld   \n",
       "7525                          NaN         NaN                   NaN   \n",
       "4776                          NaN    ben/horn                   ben   \n",
       "10687                         NaN         NaN                   NaN   \n",
       "11191                         NaN         NaN                   NaN   \n",
       "861                           NaN        sten               gråsten   \n",
       "5127                          NaN         trä                   trä   \n",
       "560                           NaN        sten              kalksten   \n",
       "8315                          NaN         NaN                   NaN   \n",
       "8272                          NaN         NaN                   NaN   \n",
       "5099                          NaN      metall                   NaN   \n",
       "832                           NaN        sten               gråsten   \n",
       "3833                          NaN        sten             granit(?)   \n",
       "7901                          NaN         NaN                   NaN   \n",
       "651                           NaN        sten              kalksten   \n",
       "1966                          NaN        sten                   NaN   \n",
       "8057                          NaN         NaN                   NaN   \n",
       "7765                          NaN         NaN                   NaN   \n",
       "7891                          NaN         NaN                   NaN   \n",
       "4099                          NaN        sten                granit   \n",
       "2845                          NaN        sten                   NaN   \n",
       "3898                          NaN        puts              kalkputs   \n",
       "3575                          NaN        sten              kalksten   \n",
       "1867                    Fot 2 (A)        sten                granit   \n",
       "9861                          NaN         NaN                   NaN   \n",
       "10088                         NaN         NaN                   NaN   \n",
       "11551                         NaN         NaN                   NaN   \n",
       "7986                          NaN         NaN                   NaN   \n",
       "8145                          NaN         NaN                   NaN   \n",
       "6788                          NaN         trä                   trä   \n",
       "5638                          NaN         trä                   trä   \n",
       "6010                          NaN         trä                   trä   \n",
       "5383                          NaN         trä                   trä   \n",
       "5292                          NaN        sten                 gnejs   \n",
       "8278                          NaN         NaN                   NaN   \n",
       "11349                         NaN         NaN                   NaN   \n",
       "155                           NaN        sten  brunviolett kalksten   \n",
       "3623                          NaN        sten              kalksten   \n",
       "227                           NaN        sten                   NaN   \n",
       "2630                   Öpir 1 (S)        sten           ljus granit   \n",
       "3916                          NaN        puts              kalkputs   \n",
       "11519                         NaN         NaN                   NaN   \n",
       "5706                          NaN         trä                   trä   \n",
       "11500                         NaN         NaN                   NaN   \n",
       "9428                          NaN         NaN                   NaN   \n",
       "10918                         NaN         NaN                   NaN   \n",
       "3903                          NaN        sten                   NaN   \n",
       "1872                   Gunnar (A)        sten           gnejsgranit   \n",
       "6491                          NaN         trä                   trä   \n",
       "3596                          NaN        sten              kalksten   \n",
       "6802                          NaN         trä                   trä   \n",
       "2000                          NaN        sten  röd jotnisk sandsten   \n",
       "11385                         NaN         NaN                   NaN   \n",
       "7493                          NaN         NaN                   NaN   \n",
       "8940                          NaN         NaN                   NaN   \n",
       "3552                          NaN        sten                   NaN   \n",
       "9177                          NaN         NaN                   NaN   \n",
       "578                           NaN        sten              kalksten   \n",
       "10406                         NaN         NaN                   NaN   \n",
       "5480                          NaN         trä                   trä   \n",
       "3342                          NaN         NaN                   NaN   \n",
       "8043                          NaN         NaN                   NaN   \n",
       "7799                          NaN         NaN                   NaN   \n",
       "9259                          NaN         NaN                   NaN   \n",
       "5813                          NaN         trä                   trä   \n",
       "3494                          NaN         NaN                   NaN   \n",
       "\n",
       "                                  Föremål  \\\n",
       "8038                                  NaN   \n",
       "5759                             märklapp   \n",
       "1620                   tegelstensfragment   \n",
       "8172                                  NaN   \n",
       "2524                              runsten   \n",
       "3795   fragment av runsten eller gravhäll   \n",
       "3716                             gravhäll   \n",
       "9163                                  NaN   \n",
       "6096                                pinne   \n",
       "1731                  fragment av runsten   \n",
       "4860                         putsinskrift   \n",
       "1777                              runsten   \n",
       "9266                                  NaN   \n",
       "11447                                 NaN   \n",
       "5452                          träinskrift   \n",
       "3168                       runben, revben   \n",
       "862                               runsten   \n",
       "8589                                  NaN   \n",
       "6974                               spänne   \n",
       "11220                                 NaN   \n",
       "10067                                 NaN   \n",
       "9361                                  NaN   \n",
       "5611                         putsinskrift   \n",
       "113                   fragment av runsten   \n",
       "3845                             gravhäll   \n",
       "6558                   handtag till kruka   \n",
       "3394                           kyrkklocka   \n",
       "10449                                 NaN   \n",
       "10658                                 NaN   \n",
       "3560       fragment av bildsten med runor   \n",
       "1719                              runsten   \n",
       "8626                                  NaN   \n",
       "3667                                  NaN   \n",
       "11266                                 NaN   \n",
       "4626                     brakteat (B-typ)   \n",
       "7525                                  NaN   \n",
       "4776                          runben [14]   \n",
       "10687                                 NaN   \n",
       "11191                                 NaN   \n",
       "861                               runsten   \n",
       "5127                    stavkyrkegrafitti   \n",
       "560     fragment av gravhäll, sidohäll(?)   \n",
       "8315                                  NaN   \n",
       "8272                                  NaN   \n",
       "5099                           kyrkklocka   \n",
       "832                               runsten   \n",
       "3833                                bryne   \n",
       "7901                                  NaN   \n",
       "651                2 fragment av gravhäll   \n",
       "1966                              runsten   \n",
       "8057                                  NaN   \n",
       "7765                                  NaN   \n",
       "7891                                  NaN   \n",
       "4099                              dopfunt   \n",
       "2845                  fragment av runsten   \n",
       "3898                         putsinskrift   \n",
       "3575                             gravhäll   \n",
       "1867                              runsten   \n",
       "9861                                  NaN   \n",
       "10088                                 NaN   \n",
       "11551                                 NaN   \n",
       "7986                                  NaN   \n",
       "8145                                  NaN   \n",
       "6788                      fyrkantig pinne   \n",
       "5638                          träinskrift   \n",
       "6010                             runkavel   \n",
       "5383                          träinskrift   \n",
       "5292                              runsten   \n",
       "8278                                  NaN   \n",
       "11349                                 NaN   \n",
       "155                   fragment av runsten   \n",
       "3623                   bildsten med runor   \n",
       "227                   fragment av runsten   \n",
       "2630                              runsten   \n",
       "3916                         putsinskrift   \n",
       "11519                                 NaN   \n",
       "5706            bottnen till ett laggkärl   \n",
       "11500                                 NaN   \n",
       "9428                                  NaN   \n",
       "10918                                 NaN   \n",
       "3903                 inskrift på stenvägg   \n",
       "1872                              runsten   \n",
       "6491                      fyrkantig pinne   \n",
       "3596                 sidohäll i gravkista   \n",
       "6802                      fyrkantig pinne   \n",
       "2000                              runsten   \n",
       "11385                                 NaN   \n",
       "7493                                  NaN   \n",
       "8940                                  NaN   \n",
       "3552                             gravhäll   \n",
       "9177                                  NaN   \n",
       "578                  fragment av gravhäll   \n",
       "10406                                 NaN   \n",
       "5480                          träinskrift   \n",
       "3342                                  NaN   \n",
       "8043                                  NaN   \n",
       "7799                                  NaN   \n",
       "9259                                  NaN   \n",
       "5813                             märklapp   \n",
       "3494                                  NaN   \n",
       "\n",
       "                                                                                                                                                                                                                            Övrigt  \\\n",
       "8038                                                                                                                                                                                                                           NaN   \n",
       "5759                                                                                                                                                                                                                           NaN   \n",
       "1620                                                                                                                                                                                                                           NaN   \n",
       "8172                                                                                                                                                                                                                           NaN   \n",
       "2524                                                                                                                                                                                                                           NaN   \n",
       "3795                                                                                                                                                                                                                           NaN   \n",
       "3716                                                                                                                                                                         På samma gravhäll finns G 195. Även majuskelinskrift.   \n",
       "9163                                                                                                                                                                                                                           NaN   \n",
       "6096                                                                                                                                                                                                                           NaN   \n",
       "1731                                                                                                                                                                                                    Eventuellt en bit av U 24.   \n",
       "4860                                                                                                                                                                            Runor och runliknande tecken utan språklig mening.   \n",
       "1777                                                                                                                                                                                                                           NaN   \n",
       "9266                                                                                                                                                                                                                           NaN   \n",
       "11447                                                                                                                                                                                                                          NaN   \n",
       "5452                                                                                                                                                                                                                           NaN   \n",
       "3168                                                                                                                                                                                                                  Fyndnr 6931.   \n",
       "862                                                                                                                                                                                                                            NaN   \n",
       "8589                                                                                                                                                                                                                           NaN   \n",
       "6974                                                                                                                                                                                        Runorna finns på baksidan av spännet.    \n",
       "11220                                                                                                                                                                                                                          NaN   \n",
       "10067                                                                                                                                                                                                                          NaN   \n",
       "9361                                                                                                                                                                                                                           NaN   \n",
       "5611                                                                                                                                                                                                                           NaN   \n",
       "113                                                                                                                                                                                                                            NaN   \n",
       "3845                                                                                                                                                                                                                           NaN   \n",
       "6558                                                                                                                                                                                                                           NaN   \n",
       "3394                                                                                                                                                                                                                 latininskrift   \n",
       "10449                                                                                                                                                                                                                          NaN   \n",
       "10658                                                                                                                                                                                                                          NaN   \n",
       "3560                                                                                                                                                                                       Det fanns rester av röd färg i runorna.   \n",
       "1719                                                                                                                                                                                                                           NaN   \n",
       "8626                                                                                                                                                                                                                           NaN   \n",
       "3667                                                                                                                                                                                                           Bytt signum: G 153B   \n",
       "11266                                                                                                                                                                                                                          NaN   \n",
       "4626                                                                                                                                                                                                       Tidigare signum: DR BR8   \n",
       "7525                                                                                                                                                                                                                           NaN   \n",
       "4776                                                                                                                                                                                                                           NaN   \n",
       "10687                                                                                                                                                                                                                          NaN   \n",
       "11191                                                                                                                                                                                                                          NaN   \n",
       "861                                                                                                                                                                                                                            NaN   \n",
       "5127                                                                                                                                                                                                                           NaN   \n",
       "560                                                                                                                                                                                                                            NaN   \n",
       "8315                                                                                                                                                                                                                           NaN   \n",
       "8272                                                                                                                                                                                                                           NaN   \n",
       "5099                                                                                                                                                                                                                           NaN   \n",
       "832                                                                                             Runföljden (s)krim(i) uppfattas av Wessén (SRI 3, s. 393) snarare som (u)krim(i), är dock uppfört under Skrimi i registret s. 423.   \n",
       "3833                                                                                                                                                                                                                           NaN   \n",
       "7901                                                                                                                                                                                                                           NaN   \n",
       "651                                                                                                                                                                                                         Hittades ej av Nordén.   \n",
       "1966                                                                                                                                                                                                        Dold under rappningen.   \n",
       "8057                                                                                                                                                                                                                           NaN   \n",
       "7765                                                                                                                                                                                                                           NaN   \n",
       "7891                                                                                                                                                                                                                           NaN   \n",
       "4099                                                                                                                                                                                                                           NaN   \n",
       "2845                                                                                                                                                                                                                           NaN   \n",
       "3898                                                                                                                                                 Ristningen är överkalkad och svår att följa, har bestått av ett 15-tal runor.   \n",
       "3575                                                                                                                                                                                                                           NaN   \n",
       "1867                                                                                                                                                                                                                           NaN   \n",
       "9861                                                                                                                                                                                                                           NaN   \n",
       "10088                                                                                                                                                                                                                          NaN   \n",
       "11551                                                                                                                                                                                                                          NaN   \n",
       "7986                                                                                                                                                                                                                           NaN   \n",
       "8145                                                                                                                                                                                                                           NaN   \n",
       "6788                                                                                                                                                                                                                           NaN   \n",
       "5638                                                                                                                                                                                                                           NaN   \n",
       "6010                                                                                                                                     Inskriften gjord av tre eller fyra olka ristare. Spår av tidigare inskrifter kan skönjas.   \n",
       "5383                                                                                                                                                                                                                           NaN   \n",
       "5292                                                                                                                                                                                                                           NaN   \n",
       "8278                                                                                                                                                                                                                           NaN   \n",
       "11349                                                                                                                                                                                                                          NaN   \n",
       "155                                                                                                                                                                                  Reliefhuggen, svart färg på ytan och i runor.   \n",
       "3623                                                                                                                                                                                                                           NaN   \n",
       "227    Tre fragment nämns av Nordenskjöld, ett avbildas, rent ornamental. Se även Ög 36B. I fornlämningsregistret, Raä 17:2, har ristningen med signum Ög HedvallMenander145 identifierats som Ög 36, detta kan dock inte avgöras.   \n",
       "2630                                                                                                                                                                                                                           NaN   \n",
       "3916                                                                                                                                                                                                                           NaN   \n",
       "11519                                                                                                                                                                                                                          NaN   \n",
       "5706                                                                                                                                                                                                                           NaN   \n",
       "11500                                                                                                                                                                                                                          NaN   \n",
       "9428                                                                                                                                                                                                                           NaN   \n",
       "10918                                                                                                                                                                                                                          NaN   \n",
       "3903                                                                                                                                                                                                                           NaN   \n",
       "1872                                                                                                                                                                                                                           NaN   \n",
       "6491                                                                                                                                                                                                                           NaN   \n",
       "3596                                                                                                                                                                                                                           NaN   \n",
       "6802                                                                                                                                                                                                                           NaN   \n",
       "2000                                                                                                                                                                                                                           NaN   \n",
       "11385                                                                                                                                                                                                                          NaN   \n",
       "7493                                                                                                                                                                                                                           NaN   \n",
       "8940                                                                                                                                                                                                                           NaN   \n",
       "3552                                                                                                                                                                                                                           NaN   \n",
       "9177                                                                                                                                                                                                                           NaN   \n",
       "578                                                                                                                                                                                                                            NaN   \n",
       "10406                                                                                                                                                                                                                          NaN   \n",
       "5480                                                                                                                                                                                                                           NaN   \n",
       "3342                                                                                                                                                                                                        Passar ihop med Vs 27.   \n",
       "8043                                                                                                                                                                                                                           NaN   \n",
       "7799                                                                                                                                                                                                                           NaN   \n",
       "9259                                                                                                                                                                                                                           NaN   \n",
       "5813                                                                                                                                                                                                                           NaN   \n",
       "3494                                                                                                                                                                                                                           NaN   \n",
       "\n",
       "      Alternativt signum  \\\n",
       "8038                 NaN   \n",
       "5759              N B555   \n",
       "1620                 NaN   \n",
       "8172                 NaN   \n",
       "2524               L 766   \n",
       "3795                 NaN   \n",
       "3716                 NaN   \n",
       "9163                 NaN   \n",
       "6096               N 879   \n",
       "1731                 NaN   \n",
       "4860                 NaN   \n",
       "1777        B 150; L 379   \n",
       "9266                 NaN   \n",
       "11447                NaN   \n",
       "5452                 NaN   \n",
       "3168                 NaN   \n",
       "862        B 1146; L 871   \n",
       "8589                 NaN   \n",
       "6974                 NaN   \n",
       "11220                NaN   \n",
       "10067                NaN   \n",
       "9361                 NaN   \n",
       "5611                 NaN   \n",
       "113                  NaN   \n",
       "3845                 NaN   \n",
       "6558                 NaN   \n",
       "3394              L 1981   \n",
       "10449                NaN   \n",
       "10658                NaN   \n",
       "3560                 NaN   \n",
       "1719        B 279; L 357   \n",
       "8626                 NaN   \n",
       "3667                 NaN   \n",
       "11266                NaN   \n",
       "4626              DR BR8   \n",
       "7525                 NaN   \n",
       "4776                 NaN   \n",
       "10687                NaN   \n",
       "11191                NaN   \n",
       "861         B 808; L 869   \n",
       "5127                 NaN   \n",
       "560                  NaN   \n",
       "8315                 NaN   \n",
       "8272                 NaN   \n",
       "5099                 NaN   \n",
       "832                L 972   \n",
       "3833                 NaN   \n",
       "7901                 NaN   \n",
       "651                  NaN   \n",
       "1966               L 407   \n",
       "8057                 NaN   \n",
       "7765                 NaN   \n",
       "7891                 NaN   \n",
       "4099                 NaN   \n",
       "2845                 NaN   \n",
       "3898                 NaN   \n",
       "3575              L 1775   \n",
       "1867        B 119; L 645   \n",
       "9861                 NaN   \n",
       "10088                NaN   \n",
       "11551                NaN   \n",
       "7986                 NaN   \n",
       "8145                 NaN   \n",
       "6788                 NaN   \n",
       "5638                 NaN   \n",
       "6010                 NaN   \n",
       "5383                 NaN   \n",
       "5292                 NaN   \n",
       "8278                 NaN   \n",
       "11349                NaN   \n",
       "155                  NaN   \n",
       "3623                 NaN   \n",
       "227                  NaN   \n",
       "2630        B 414; L 101   \n",
       "3916                 NaN   \n",
       "11519                NaN   \n",
       "5706                N B7   \n",
       "11500                NaN   \n",
       "9428                 NaN   \n",
       "10918                NaN   \n",
       "3903                 NaN   \n",
       "1872                 NaN   \n",
       "6491                 NaN   \n",
       "3596                 NaN   \n",
       "6802                 NaN   \n",
       "2000         B 44; L 481   \n",
       "11385                NaN   \n",
       "7493                 NaN   \n",
       "8940                 NaN   \n",
       "3552              L 1781   \n",
       "9177                 NaN   \n",
       "578                  NaN   \n",
       "10406                NaN   \n",
       "5480                 NaN   \n",
       "3342                 NaN   \n",
       "8043                 NaN   \n",
       "7799                 NaN   \n",
       "9259                 NaN   \n",
       "5813              N B527   \n",
       "3494                 NaN   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                       Referens  \\\n",
       "8038                                                                                                                                                                                                                                                                                        NaN   \n",
       "5759                                                                                                                                                                                                                                                                                       B555   \n",
       "1620                                                                                                                                                                                                                                                                                        NaN   \n",
       "8172                                                                                                                                                                                                                                                                                        NaN   \n",
       "2524                                                                                                                                                                                                                                                                                        NaN   \n",
       "3795                                                                                                                                                                                                                                                                                        NaN   \n",
       "3716                                                                                                                                                                                                                                                                                        NaN   \n",
       "9163                                                                                                                                                                                                                                                                                        NaN   \n",
       "6096                                                                                                                                                                                                                                             N 879 (manus till NIyR bind 7 av J.R. Hagland)   \n",
       "1731                                                                                                                                                                                                                                                                                        NaN   \n",
       "4860                                                                                                                                                                                                                                                                                        NaN   \n",
       "1777                                                                                                                                                                                                                                                                                        NaN   \n",
       "9266                                                                                                                                                                                                                                                                                        NaN   \n",
       "11447                                                                                                                                                                                                                                                                                       NaN   \n",
       "5452                                                                                                                                                                                                                                           $=NOR 1990:21, http://urn.nb.no/URN:NBN:no-44877   \n",
       "3168                                                                                                                                                                                                                                   $=Sl 84 (version 0.1); http://urn.nb.no/URN:NBN:no-44958   \n",
       "862                                                                                                                                                                                                                                                     $=SRI 3 plansch 64, Källström 2007a:362   \n",
       "8589                                                                                                                                                                                                                                                                                        NaN   \n",
       "6974                                                                                                                                                        $=Grønvik 1987:50-60; <http://www.runenprojekt.uni-kiel.de/abfragen/standard/deutung2_eng.asp?findno=11&ort=Eikeland&objekt=spänne>   \n",
       "11220                                                                                                                                                                                                                                                                                       NaN   \n",
       "10067                                                                                                                                                                                                                                                                                       NaN   \n",
       "9361                                                                                                                                                                                                                                                                                        NaN   \n",
       "5611                                                                                                                                                                                                                                                                                        NaN   \n",
       "113                                                                                                                                                                                                                                                               ATA Dnr 3430/57 nr 69; BN 161   \n",
       "3845                                                                                                                                                                                                                                                                     S 12; Snædal 2002:177f   \n",
       "6558                                                                                                                                                                                                                                                                                        NaN   \n",
       "3394                                                                                                                                                                                                                                                                                        NaN   \n",
       "10449                                                                                                                                                                                                                                                                                       NaN   \n",
       "10658                                                                                                                                                                                                                                                                                       NaN   \n",
       "3560                                                                                                                                                                                                                                                                                        NaN   \n",
       "1719                                                                                                                                                                                                                                                                                        NaN   \n",
       "8626                                                                                                                                                                                                                                                                                        NaN   \n",
       "3667                                                                                                                                                                                                                                                                                        NaN   \n",
       "11266                                                                                                                                                                                                                                                                                       NaN   \n",
       "4626   DR BR8; KJ 105; http://runer.ku.dk/VisGenstand.aspx?Titel=Skodborg-brakteat; http://digi20.digitale-sammlungen.de/en/fs1/object/display/bsb00042601_00277.html; <http://www.runenprojekt.uni-kiel.de/abfragen/standard/deutung2_eng.asp?findno=102&ort=Skodborg&objekt=brakteat (B-typ)>   \n",
       "7525                                                                                                                                                                                                                                                                                        NaN   \n",
       "4776                                                                                                                                                                                                                DK nr.: SkL 43, http://runer.ku.dk/VisGenstand.aspx?Titel=Lund-benstykke_14   \n",
       "10687                                                                                                                                                                                                                                                                                       NaN   \n",
       "11191                                                                                                                                                                                                                                                                                       NaN   \n",
       "861                                                                                                                                                                                                                                                                                         NaN   \n",
       "5127                                                                                                                                                                                                                                                                                        NaN   \n",
       "560                                                                                                                                                                                                                                                                                         NaN   \n",
       "8315                                                                                                                                                                                                                                                                                        NaN   \n",
       "8272                                                                                                                                                                                                                                                                                        NaN   \n",
       "5099                                                                                                                                                                                                                                                                                        NaN   \n",
       "832                                                                                                                                                                                                                                                                                         NaN   \n",
       "3833                                                                                                                                                                                                                                                                                        NaN   \n",
       "7901                                                                                                                                                                                                                                                                                        NaN   \n",
       "651                                                                                                                                                                                                                                                                                         NaN   \n",
       "1966                                                                                                                                                                                                                                                                                        NaN   \n",
       "8057                                                                                                                                                                                                                                                                                        NaN   \n",
       "7765                                                                                                                                                                                                                                                                                        NaN   \n",
       "7891                                                                                                                                                                                                                                                                                        NaN   \n",
       "4099                                                                                                                                                                                                                       DK nr.: NJy 4, http://runer.ku.dk/VisGenstand.aspx?Titel=Lyngby-font   \n",
       "2845                                                                                                                                                                                                                                                                                        NaN   \n",
       "3898                                                                                                                                                                                                                                                                                        NaN   \n",
       "3575                                                                                                                                                                                                                                                 $=Snædal 2002:122; $=Fältex. C, plansch 29   \n",
       "1867                                                                                                                                                                                                                                                                                        NaN   \n",
       "9861                                                                                                                                                                                                                                                                                        NaN   \n",
       "10088                                                                                                                                                                                                                                                                                       NaN   \n",
       "11551                                                                                                                                                                                                                                                                                       NaN   \n",
       "7986                                                                                                                                                                                                                                                                                        NaN   \n",
       "8145                                                                                                                                                                                                                                                                                        NaN   \n",
       "6788                                                                                                                                                                                                                                                                                        NaN   \n",
       "5638                                                                                                                                                                                                                                                                                        NaN   \n",
       "6010                                                                                                                                                                                                                                                               Gosling 1989; $=databas Oslo   \n",
       "5383                                                                                                                                                                                                                                                                                        NaN   \n",
       "5292                                                                                                                                                                                                                                                                                        NaN   \n",
       "8278                                                                                                                                                                                                                                                                                        NaN   \n",
       "11349                                                                                                                                                                                                                                                                                       NaN   \n",
       "155                                                                                                                                                                                                                                                               ATA Dnr 3430/57 nr 34; BN 103   \n",
       "3623                                                                                                                                                                                                                                                                          $=Snædal 2002:52f   \n",
       "227                                                                                                                                                                                                                                                                          HedvallMenander445   \n",
       "2630                                                                                                                                                                 $=Fv 1973:196, http://fornvannen.se/pdf/1970talet/1973_185.pdf; $=Quak 1978:24f, Williams 1990:104; §Q: $=Bianchi 2010:109   \n",
       "3916                                                                                                                                                                                                                                                                                        NaN   \n",
       "11519                                                                                                                                                                                                                                                                                       NaN   \n",
       "5706                                                                                                                                                                                                                                                                                         B7   \n",
       "11500                                                                                                                                                                                                                                                                                       NaN   \n",
       "9428                                                                                                                                                                                                                                                                                        NaN   \n",
       "10918                                                                                                                                                                                                                                                                                       NaN   \n",
       "3903                                                                                                                                                                                                                         NOR 1995 s. 18, http://urn.nb.no/URN:NBN:no-44955; Snædal 2002:141   \n",
       "1872                                                                                                                                                                                                                                                                        $=Stroh-Wollin 2011   \n",
       "6491                                                                                                                                                                                                                                                                                        NaN   \n",
       "3596                                                                                                                                                           KJ 1; <http://www.runenprojekt.uni-kiel.de/abfragen/standard/deutung2_eng.asp?findno=266&ort=Kylver&objekt=sidohäll i gravkista>   \n",
       "6802                                                                                                                                                                                                                                                                                        NaN   \n",
       "2000                                                                                                                                                                                                                                                                                        NaN   \n",
       "11385                                                                                                                                                                                                                                                                                       NaN   \n",
       "7493                                                                                                                                                                                                                                                                                        NaN   \n",
       "8940                                                                                                                                                                                                                                                                                        NaN   \n",
       "3552                                                                                                                                                                                                                                                                                        NaN   \n",
       "9177                                                                                                                                                                                                                                                                                        NaN   \n",
       "578                                                                                                                                                                                                                                                                          HedvallMenander220   \n",
       "10406                                                                                                                                                                                                                                                                                       NaN   \n",
       "5480                                                                                                                                                                                                                                                                                        NaN   \n",
       "3342                                                                                                                                                                                                                                                                                      Vs 27   \n",
       "8043                                                                                                                                                                                                                                                                                        NaN   \n",
       "7799                                                                                                                                                                                                                                                                                        NaN   \n",
       "9259                                                                                                                                                                                                                                                                                        NaN   \n",
       "5813                                                                                                                                                                                                                                                                                       B527   \n",
       "3494                                                                                                                                                                                                                                                                                        NaN   \n",
       "\n",
       "                                                                                  Bildlänk  \n",
       "8038                                                                                   NaN  \n",
       "5759                                      http://www.nb.no/baser/runer/runebilder/b555.jpg  \n",
       "1620                                                                                   NaN  \n",
       "8172                                                                                   NaN  \n",
       "2524                                                                                   NaN  \n",
       "3795                                                                                   NaN  \n",
       "3716                                                                                   NaN  \n",
       "9163                                                                                   NaN  \n",
       "6096                                                                                   NaN  \n",
       "1731                                                                                   NaN  \n",
       "4860                                                                                   NaN  \n",
       "1777    http://www.kms.raa.se/cocoon/bild/object_list_simple?query=u74&showthumbnails=true  \n",
       "9266                                                                                   NaN  \n",
       "11447                                                                                  NaN  \n",
       "5452                                                                                   NaN  \n",
       "3168                                                                                   NaN  \n",
       "862                                                                                    NaN  \n",
       "8589                                                                                   NaN  \n",
       "6974                                                                                   NaN  \n",
       "11220                                                                                  NaN  \n",
       "10067                                                                                  NaN  \n",
       "9361                                                                                   NaN  \n",
       "5611                                                                                   NaN  \n",
       "113                                                                                    NaN  \n",
       "3845                                                                                   NaN  \n",
       "6558                                 http://www.nb.no/baser/runer/runebilder/Bfoto-250.JPG  \n",
       "3394                                                                                   NaN  \n",
       "10449                                                                                  NaN  \n",
       "10658                                                                                  NaN  \n",
       "3560                                         http://kulturarvsdata.se/shm/media/html/24123  \n",
       "1719                                                                                   NaN  \n",
       "8626                                                                                   NaN  \n",
       "3667                                                                                   NaN  \n",
       "11266                                                                                  NaN  \n",
       "4626     http://digi20.digitale-sammlungen.de/de/fs1/object/display/bsb00042600_00224.html  \n",
       "7525                                                                                   NaN  \n",
       "4776                                                                                   NaN  \n",
       "10687                                                                                  NaN  \n",
       "11191                                                                                  NaN  \n",
       "861       http://kmb.raa.se/cocoon/bild/object_list_simple?query=Sö138&showthumbnails=true  \n",
       "5127                                                                                   NaN  \n",
       "560                                                                                    NaN  \n",
       "8315                                                                                   NaN  \n",
       "8272                                                                                   NaN  \n",
       "5099                                                                                   NaN  \n",
       "832                                                                                    NaN  \n",
       "3833                                                                                   NaN  \n",
       "7901                                                                                   NaN  \n",
       "651                                                                                    NaN  \n",
       "1966                                                                                   NaN  \n",
       "8057                                                                                   NaN  \n",
       "7765                                                                                   NaN  \n",
       "7891                                                                                   NaN  \n",
       "4099                                                                                   NaN  \n",
       "2845                                                                                   NaN  \n",
       "3898   http://www.kms.raa.se/cocoon/bild/object_list_simple?query=G376&showthumbnails=true  \n",
       "3575                                                                                   NaN  \n",
       "1867   http://www.kms.raa.se/cocoon/bild/object_list_simple?query=u164&showthumbnails=true  \n",
       "9861                                                                                   NaN  \n",
       "10088                                                                                  NaN  \n",
       "11551                                                                                  NaN  \n",
       "7986                                                                                   NaN  \n",
       "8145                                                                                   NaN  \n",
       "6788                                      http://www.nb.no/baser/runer/runebilder/b485.jpg  \n",
       "5638                                                                                   NaN  \n",
       "6010                                                                                   NaN  \n",
       "5383                                                                                   NaN  \n",
       "5292                                                                                   NaN  \n",
       "8278                                                                                   NaN  \n",
       "11349                                                                                  NaN  \n",
       "155                                                                                    NaN  \n",
       "3623   http://www.kms.raa.se/cocoon/bild/object_list_simple?query=G110&showthumbnails=true  \n",
       "227                                                                                    NaN  \n",
       "2630                                                                                   NaN  \n",
       "3916                                                                                   NaN  \n",
       "11519                                                                                  NaN  \n",
       "5706                                      http://www.nb.no/baser/runer/runebilder/b007.jpg  \n",
       "11500                                                                                  NaN  \n",
       "9428                                                                                   NaN  \n",
       "10918                                                                                  NaN  \n",
       "3903                                                                                   NaN  \n",
       "1872                                                                                   NaN  \n",
       "6491                                      http://www.nb.no/baser/runer/runebilder/b178.jpg  \n",
       "3596    http://www.kms.raa.se/cocoon/bild/object_list_simple?query=G88&showthumbnails=true  \n",
       "6802                                      http://www.nb.no/baser/runer/runebilder/b501.jpg  \n",
       "2000   http://www.kms.raa.se/cocoon/bild/object_list_simple?query=u296&showthumbnails=true  \n",
       "11385                                                                                  NaN  \n",
       "7493                                                                                   NaN  \n",
       "8940                                                                                   NaN  \n",
       "3552                                                                                   NaN  \n",
       "9177                                                                                   NaN  \n",
       "578                                                                                    NaN  \n",
       "10406                                                                                  NaN  \n",
       "5480                                                                                   NaN  \n",
       "3342                                                                                   NaN  \n",
       "8043                                                                                   NaN  \n",
       "7799                                                                                   NaN  \n",
       "9259                                                                                   NaN  \n",
       "5813                                      http://www.nb.no/baser/runer/runebilder/b527.jpg  \n",
       "3494                                                                                   NaN  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rundatadf.sample(100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Trondheim                                 177\n",
       "Sigtuna                                   141\n",
       "Köpings sn                                 87\n",
       "Lund                                       82\n",
       "Hovs sn                                    68\n",
       "Oslo                                       68\n",
       "?                                          60\n",
       "Sankt Peders sn                            52\n",
       "Borgund sn                                 50\n",
       "Uppsala                                    48\n",
       "Vallentuna sn                              43\n",
       "Täby sn                                    39\n",
       "Bälinge sn                                 38\n",
       "Skånela sn                                 37\n",
       "Tønsberg                                   36\n",
       "Hammarby sn                                36\n",
       "Spånga sn                                  35\n",
       "Skänninge                                  34\n",
       "Lom sn                                     32\n",
       "Eds sn                                     29\n",
       "Stadt Schleswig                            29\n",
       "Väversunda sn                              27\n",
       "Solvorn sn                                 26\n",
       "Vik sn                                     25\n",
       "Össeby-Garns sn                            25\n",
       "Hulterstads sn                             23\n",
       "Sorunda sn                                 22\n",
       "Linköping                                  22\n",
       "Skepptuna sn                               21\n",
       "Norrsunda sn                               21\n",
       "Fresta sn                                  20\n",
       "Husby-Lyhundra sn (nu Husby-Sjuhundra)     20\n",
       "Runtuna sn                                 20\n",
       "Adelsö sn                                  20\n",
       "Österhaninge sn                            19\n",
       "Stoby sn                                   19\n",
       "Kaupanger sn                               18\n",
       "Odensala sn                                18\n",
       "Skoklosters sn                             18\n",
       "Bykle sn                                   18\n",
       "Balingsta sn                               18\n",
       "Björklinge sn                              17\n",
       "Åhus sn                                    16\n",
       "Vaksala sn                                 16\n",
       "Skuttunge sn                               15\n",
       "Högby sn                                   15\n",
       "Visby                                      14\n",
       "Ludgo sn                                   14\n",
       "Häggeby sn                                 14\n",
       "Name: Socken, dtype: int64"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rundatadf[\"Sockenkod/Fornlämningsnr.\"].value_counts()[1:50]  \n",
    "rundatadf[\"Signum\"].value_counts()[1:50]  \n",
    "rundatadf[\"Plats\"].value_counts()[1:50]  \n",
    "rundatadf[\"Socken\"].value_counts()[1:50]  \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Öpir 1 (S)                            43\n",
       "Balle (A)                             37\n",
       "Gunnar (A)                            31\n",
       "Åsmund (A)                            31\n",
       "Öpir 1 (A)                            29\n",
       "Visäte (A)                            24\n",
       "Traen (A)                             22\n",
       "Balle (S)                             21\n",
       "Halvdan (A)                           17\n",
       "Erik (A)                              16\n",
       "Åsmund (S)                            15\n",
       "Arbjörn (A)                           13\n",
       "Jakob Rød                             12\n",
       "Balle (A) [Stille 1999b]              11\n",
       "Livsten (A)                           10\n",
       "Tore 1 (A)                             9\n",
       "Amunde (A)                             8\n",
       "Torbjörn 2 (A)                         8\n",
       "Visäte (S)                             7\n",
       "Björn 2 eller -björn (A)               6\n",
       "Likbjörn (A)                           6\n",
       "Grim skald (A)                         6\n",
       "(Öpir 1 (A)) [ej Öpir, Åhlén 1997]     5\n",
       "Torbjörn 2 (A) [Stille 1999b]          5\n",
       "Fot 2 (S)                              5\n",
       "Livsten (S)                            5\n",
       "Vidbjörn (A) [Stille 1999b:139]        5\n",
       "Sven 1 (S)                             4\n",
       "Ulv i Borresta (A); Gunnar (A)         4\n",
       "Litle (A)                              4\n",
       "Hägvid (A)                             4\n",
       "Amunde (S)                             4\n",
       "Likbjörn (S)                           4\n",
       "Alrik (A); Äskil 2 (A)                 4\n",
       "Torbjörn skald (S)                     4\n",
       "Tidkume (S)                            4\n",
       "Öpir 1 (A) [ej Öpir, Åhlén 1997]       4\n",
       "Åsmund (A); Torfast (A)                4\n",
       "Torsten (A) [Källström 2007a:269]      4\n",
       "Torfast (A); Åsmund (A)                4\n",
       "Troligen Hunnestad-ristaren            4\n",
       "Åsmund (L)                             4\n",
       "Fot 2 (A); Ärnfast (A)                 3\n",
       "Äsbjörn (A) [Källström 1997]           3\n",
       "Äskil 2 (A) [Stille 1999b]             3\n",
       "Tidkume (A) [Stille 1999b]             3\n",
       "Gudfast (S)                            3\n",
       "Ingulv (S)                             3\n",
       "Ovan ristare.                          3\n",
       "Name: Ristare, dtype: int64"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rundatadf[\"Ristare\"].value_counts()[1:50]  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "norska                                                                                                               33\n",
       "kortkvist-s                                                                                                          12\n",
       "stungen m-runa                                                                                                        9\n",
       "Helnæs-Gørlev                                                                                                         9\n",
       "kvistrunor                                                                                                            7\n",
       "långkvist                                                                                                             6\n",
       "långkvist och lönnrunor (kvistrunor)                                                                                  6\n",
       "stavlösa                                                                                                              6\n",
       "vändrunor                                                                                                             6\n",
       "långkvist och stavlösa                                                                                                5\n",
       "runliknande tecken                                                                                                    5\n",
       "urnordiska                                                                                                            3\n",
       "stungna u-runor (Y)                                                                                                   3\n",
       "kortkvist (utom s)                                                                                                    3\n",
       "grönländsk r-runa                                                                                                     2\n",
       "p-runan har formen K                                                                                                  2\n",
       "o-runan har dubbelsidig bistav                                                                                        2\n",
       "f-runan spegelvänd                                                                                                    2\n",
       "knutrunor                                                                                                             2\n",
       "långkvist och korsformig bindruna                                                                                     2\n",
       "kortkvist-R                                                                                                           2\n",
       "kortkvist, dock ej b                                                                                                  2\n",
       "tre bindrunor i <raþ> <þat>                                                                                           2\n",
       "spegelvänd k-runa                                                                                                     2\n",
       "kortkvist/långkvist                                                                                                   2\n",
       "långkvist, samstavsrunor och lönnrunor (kvistrunor)                                                                   2\n",
       "stuprunor                                                                                                             2\n",
       "lönnrunor på sida B                                                                                                   1\n",
       "y-runan är en u-runa försedd med streck                                                                               1\n",
       "Namnet Eiríkr ristat med lönnrunor.                                                                                   1\n",
       "speciell ð-runa                                                                                                       1\n",
       "bindrunans red-runa av grönländsk typ; d-runan med ring                                                               1\n",
       "långkvist och lönnrunor (kvistrunor och isrunor)                                                                      1\n",
       "spegelvända runor                                                                                                     1\n",
       "k-runan har bistav till vänster                                                                                       1\n",
       "avslutas med 5 likadana bindrunor, varav de 2 sista spegelvända, ger 2. runan i 3. ätten = b + förskjutning ger m     1\n",
       "långkvist, förutom s                                                                                                  1\n",
       "R och s är kortkvistrunor                                                                                             1\n",
       "långkvist + stavlösa för r och u                                                                                      1\n",
       "o-runan av normal dansk vikingatyp med ensidiga, högervända bistaver; s-runan av kortkvisttyp, b-runan deformerad     1\n",
       "både þ-runan och k-runan är stungna med två punkter                                                                   1\n",
       "urnordisk h-runa                                                                                                      1\n",
       "s och R är kortkvistrunor                                                                                             1\n",
       "dubbelstreckade runor                                                                                                 1\n",
       "stungen b-runa                                                                                                        1\n",
       "första runan en knutruna, följd av bandrunor                                                                          1\n",
       "stungen a-runa i naAl, anges med A                                                                                    1\n",
       "o återger stungen u-runa, kortkvist-s                                                                                 1\n",
       "a och n är kortkvistrunor                                                                                             1\n",
       "Name: Runtyper, dtype: int64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rundatadf[\"Runtyper\"].value_counts()[1:50]  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "A1; B1; C8, C9; D1; 0; F3; 0        13\n",
       "A1; B1; C8; D1; 0; F3; 0            13\n",
       "A4; B3; C1; D1; E3; F3; 0           13\n",
       "A1; B1; C9; D1; 0; F3; 0            12\n",
       "A1; B1; C6, C7; D1; 0; F3; 0        11\n",
       "A3; B1; 0; D1; E3; F3; 0            10\n",
       "A3; B1; C8; D1; E3; F3; 0           10\n",
       "A4; B1; 0; D1; E3; F3; 0            10\n",
       "A1; B2; 0; D1; 0; F3; 0              9\n",
       "A1; B2; C6, C7; D1; 0; F3; 0         9\n",
       "A1; B3; 0; D1; 0; F3; 0              7\n",
       "A4; B1; 0; D1; 0; F3; 0              7\n",
       "A3; B1; C6, C7; D1; E3; F3; 0        6\n",
       "A1; B1; 0; D1; E7; F3; 0             6\n",
       "A5; B1; 0; D1; 0; F3; 0              6\n",
       "A5; B1; C9; D1; 0; F3; 0             6\n",
       "A2; B1; C6, C7; D1; 0; F3; 0         6\n",
       "A1; B1; 0; D3; 0; F3; 0              6\n",
       "A2; B1; 0; D1; 0; F3; 0              5\n",
       "A1; B1; C6, C7, C9; D1; 0; F3; 0     5\n",
       "A4; B1; C6, C7; D1; E3; F3; 0        5\n",
       "A1; B1; C8; D1; 0; F2; 0             5\n",
       "A1; B1; 0; D1; 0; F2; 0              5\n",
       "A1; B1; 0; D1; E9; F3; 0             4\n",
       "A1; B1; C9, C10; D1; 0; F3; 0        4\n",
       "A1; B2; C9, C10; D1; 0; F3; 0        4\n",
       "A9; B2; C11; 0; 0; F1; 0             4\n",
       "A2; B1; C10; D1; 0; F3; 0            4\n",
       "A3; B1; C10; D1; E3; F3; 0           4\n",
       "A8; B1; 0; 0; 0; F1; 0               4\n",
       "A8; B2; 0; 0; 0; F1; 0               4\n",
       "A1; B1; C10; D1; 0; F3; 0            4\n",
       "A2; B1; C9; D1; 0; F3; 0             4\n",
       "A5; B1; 0; D1; 0; F2; 0              4\n",
       "A1; B3; C9, C10; D1; 0; F3; 0        4\n",
       "A5; B1; C6, C7; D1; 0; F3; 0         4\n",
       "A4; B1; C9; D1; E3; F3; 0            4\n",
       "A1; B1; C8; D1; E3; F3; 0            4\n",
       "A4; B1; C8; D1; E3; F3; 0            3\n",
       "A9; B2; 0; 0; 0; F1; 0               3\n",
       "A2; B1; 0; D1; E9; F3; 0             3\n",
       "A1; B1; C9; D1; 0; F2; 0             3\n",
       "?; ?; ?; D1; ?; ?; ?                 3\n",
       "A4; B3; C1; D1; E4; F3; 0            3\n",
       "A2; B1; C4; D2; E8; F3; 0            3\n",
       "A4; B1; 0; D1; E2; F3; 0             3\n",
       "A1; B1; C6, C7; D1; E7; F3; 0        3\n",
       "A1; B1; C10; D1; E9; F3; 0           3\n",
       "A1; B1; C7; D1; 0; F3; 0             3\n",
       "Name: Korsform, dtype: int64"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rundatadf[\"Korsform\"].value_counts()[1:50] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "M                                1499\n",
       "V 1065-1075                       128\n",
       "U 400-650                         104\n",
       "V efter-Jelling                    90\n",
       "M 1100-t                           68\n",
       "M ca 1200                          59\n",
       "M 1300-t                           57\n",
       "M 1200-t                           52\n",
       "M?                                 52\n",
       "V 1000-t                           45\n",
       "V 1050-1150                        42\n",
       "M s 1100-t                         40\n",
       "M m 1100-t                         36\n",
       "V/M                                35\n",
       "V ca 1100                          34\n",
       "?                                  33\n",
       "M ca 1300                          31\n",
       "V?                                 30\n",
       "V Jelling                          30\n",
       "M före 1248                        29\n",
       "U                                  29\n",
       "V 1000-1150                        28\n",
       "M före 1332                        24\n",
       "M 1200-1250                        24\n",
       "M 1225-1275                        24\n",
       "V s 1000-t                         24\n",
       "M 1150-1200                        21\n",
       "M efter 1248                       18\n",
       "M efter 1198                       18\n",
       "U 375/400-560/570 (Imer 2007)      17\n",
       "M 1400-t                           17\n",
       "M 1175-1225                        16\n",
       "M före 1198                        16\n",
       "V m 1000-t                         15\n",
       "M ca 1250                          14\n",
       "V Helnæs-Gørlev                    14\n",
       "V 1000-t - b 1100-t                13\n",
       "M romansk                          13\n",
       "M s 1200-t                         13\n",
       "U 210/220-250/260                  12\n",
       "V kristen efter-Jelling            12\n",
       "U 160-375/400 (Imer 2007)          12\n",
       "M ca 1100                          12\n",
       "M ca 1150                          11\n",
       "M b 1300-t                         11\n",
       "M ca 1198                          11\n",
       "U 210/220-250/260 (Imer 2007)      11\n",
       "V b 1000-t                         11\n",
       "M 1200-1300                        10\n",
       "Name: Period/Datering, dtype: int64"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rundatadf[\"Period/Datering\"].value_counts()[1:50]   \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "trä         1274\n",
       "metall       637\n",
       "ben/horn     394\n",
       "puts         218\n",
       "övrigt        57\n",
       "okänd          1\n",
       "Name: Materialtyp, dtype: int64"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rundatadf[\"Materialtyp\"].value_counts()[1:50] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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