analisis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from readers import read_dfs\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "# artist tag pairs, user artist pairs\n",
    "\n",
    "atp, uap, uf = read_dfs()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "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>userID</th>\n",
       "      <th>artistID</th>\n",
       "      <th>tagID</th>\n",
       "      <th>day</th>\n",
       "      <th>month</th>\n",
       "      <th>year</th>\n",
       "      <th>tagValue</th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>url</th>\n",
       "      <th>pictureURL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>52</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>2009</td>\n",
       "      <td>chillout</td>\n",
       "      <td>52</td>\n",
       "      <td>Morcheeba</td>\n",
       "      <td>http://www.last.fm/music/Morcheeba</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/46005111...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>43</td>\n",
       "      <td>52</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>2010</td>\n",
       "      <td>chillout</td>\n",
       "      <td>52</td>\n",
       "      <td>Morcheeba</td>\n",
       "      <td>http://www.last.fm/music/Morcheeba</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/46005111...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>255</td>\n",
       "      <td>52</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>11</td>\n",
       "      <td>2008</td>\n",
       "      <td>chillout</td>\n",
       "      <td>52</td>\n",
       "      <td>Morcheeba</td>\n",
       "      <td>http://www.last.fm/music/Morcheeba</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/46005111...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>283</td>\n",
       "      <td>52</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2008</td>\n",
       "      <td>chillout</td>\n",
       "      <td>52</td>\n",
       "      <td>Morcheeba</td>\n",
       "      <td>http://www.last.fm/music/Morcheeba</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/46005111...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>357</td>\n",
       "      <td>52</td>\n",
       "      <td>13</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>2009</td>\n",
       "      <td>chillout</td>\n",
       "      <td>52</td>\n",
       "      <td>Morcheeba</td>\n",
       "      <td>http://www.last.fm/music/Morcheeba</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/46005111...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   userID  artistID  tagID  day  month  year  tagValue  id       name  \\\n",
       "0       2        52     13    1      4  2009  chillout  52  Morcheeba   \n",
       "1      43        52     13    1      5  2010  chillout  52  Morcheeba   \n",
       "2     255        52     13    1     11  2008  chillout  52  Morcheeba   \n",
       "3     283        52     13    1     10  2008  chillout  52  Morcheeba   \n",
       "4     357        52     13    1     10  2009  chillout  52  Morcheeba   \n",
       "\n",
       "                                  url  \\\n",
       "0  http://www.last.fm/music/Morcheeba   \n",
       "1  http://www.last.fm/music/Morcheeba   \n",
       "2  http://www.last.fm/music/Morcheeba   \n",
       "3  http://www.last.fm/music/Morcheeba   \n",
       "4  http://www.last.fm/music/Morcheeba   \n",
       "\n",
       "                                          pictureURL  \n",
       "0  http://userserve-ak.last.fm/serve/252/46005111...  \n",
       "1  http://userserve-ak.last.fm/serve/252/46005111...  \n",
       "2  http://userserve-ak.last.fm/serve/252/46005111...  \n",
       "3  http://userserve-ak.last.fm/serve/252/46005111...  \n",
       "4  http://userserve-ak.last.fm/serve/252/46005111...  "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "atp.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>userID</th>\n",
       "      <th>artistID</th>\n",
       "      <th>weight</th>\n",
       "      <th>id</th>\n",
       "      <th>name</th>\n",
       "      <th>url</th>\n",
       "      <th>pictureURL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>51</td>\n",
       "      <td>13883</td>\n",
       "      <td>51</td>\n",
       "      <td>Duran Duran</td>\n",
       "      <td>http://www.last.fm/music/Duran+Duran</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/155668.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>4</td>\n",
       "      <td>51</td>\n",
       "      <td>228</td>\n",
       "      <td>51</td>\n",
       "      <td>Duran Duran</td>\n",
       "      <td>http://www.last.fm/music/Duran+Duran</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/155668.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>27</td>\n",
       "      <td>51</td>\n",
       "      <td>85</td>\n",
       "      <td>51</td>\n",
       "      <td>Duran Duran</td>\n",
       "      <td>http://www.last.fm/music/Duran+Duran</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/155668.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>28</td>\n",
       "      <td>51</td>\n",
       "      <td>10</td>\n",
       "      <td>51</td>\n",
       "      <td>Duran Duran</td>\n",
       "      <td>http://www.last.fm/music/Duran+Duran</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/155668.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>62</td>\n",
       "      <td>51</td>\n",
       "      <td>528</td>\n",
       "      <td>51</td>\n",
       "      <td>Duran Duran</td>\n",
       "      <td>http://www.last.fm/music/Duran+Duran</td>\n",
       "      <td>http://userserve-ak.last.fm/serve/252/155668.jpg</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   userID  artistID  weight  id         name  \\\n",
       "0       2        51   13883  51  Duran Duran   \n",
       "1       4        51     228  51  Duran Duran   \n",
       "2      27        51      85  51  Duran Duran   \n",
       "3      28        51      10  51  Duran Duran   \n",
       "4      62        51     528  51  Duran Duran   \n",
       "\n",
       "                                    url  \\\n",
       "0  http://www.last.fm/music/Duran+Duran   \n",
       "1  http://www.last.fm/music/Duran+Duran   \n",
       "2  http://www.last.fm/music/Duran+Duran   \n",
       "3  http://www.last.fm/music/Duran+Duran   \n",
       "4  http://www.last.fm/music/Duran+Duran   \n",
       "\n",
       "                                         pictureURL  \n",
       "0  http://userserve-ak.last.fm/serve/252/155668.jpg  \n",
       "1  http://userserve-ak.last.fm/serve/252/155668.jpg  \n",
       "2  http://userserve-ak.last.fm/serve/252/155668.jpg  \n",
       "3  http://userserve-ak.last.fm/serve/252/155668.jpg  \n",
       "4  http://userserve-ak.last.fm/serve/252/155668.jpg  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "uap.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Question 1\n",
    "\n",
    "### What are the most popular tags?\n",
    "\n",
    " - 75% de los tags solo tienen asignado como maximo 4 artistas.\n",
    " - Mantengamos solo los top 200 tags para nuestro analisis. Podemos observar que el tag mas parecido.\n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot: xlabel='tagValue'>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tags_counts = ( atp.groupby(\"tagID\")\n",
    "                    .count()[[\"artistID\"]]\n",
    "                    .sort_values(\"artistID\"))\n",
    "\n",
    "admissable_tag_ids = tags_counts.iloc[-200:,:].index\n",
    "\n",
    "atp = atp[atp[\"tagID\"].isin(admissable_tag_ids)]\n",
    "\n",
    "atp.groupby(\"tagValue\").count()[[\"tagID\"]].sort_values(\"tagID\").iloc[-20:,:].plot(kind=\"bar\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Question 2\n",
    "### What are the most popular artists?\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_906450/1335402018.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.sum is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n",
      "  popular_artists = uap.groupby(\"name\").sum()[\"weight\"].sort_values(ascending=True)/1000\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "count    17632.000000\n",
       "mean         3.923774\n",
       "std         34.099342\n",
       "min          0.001000\n",
       "25%          0.113000\n",
       "50%          0.350000\n",
       "75%          1.234250\n",
       "max       2393.140000\n",
       "Name: weight, dtype: float64"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "popular_artists = uap.groupby(\"name\").sum()[\"weight\"].sort_values(ascending=True)/1000\n",
    "\n",
    "popular_artists.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "name\n",
       "Pink Floyd             466.104\n",
       "Muse                   485.076\n",
       "30 Seconds to Mars     485.532\n",
       "Miley Cyrus            489.065\n",
       "U2                     493.024\n",
       "BeyoncÃ©               499.318\n",
       "Glee Cast              506.453\n",
       "Evanescence            513.476\n",
       "Taylor Swift           525.292\n",
       "Avril Lavigne          525.844\n",
       "Katy Perry             532.545\n",
       "The Beatles            662.116\n",
       "Shakira                688.529\n",
       "Rihanna                905.423\n",
       "Madonna                921.198\n",
       "Paramore               963.449\n",
       "Christina Aguilera    1058.405\n",
       "Lady Gaga             1291.387\n",
       "Depeche Mode          1301.308\n",
       "Britney Spears        2393.140\n",
       "Name: weight, dtype: float64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Top 20 artists (in 2011)\n",
    "popular_artists.tail(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Question 3\n",
    "### What vector representation can be used for each artist?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot: >"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 5000x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "\n",
    "artist_vectors = pd.get_dummies(atp[[\"tagValue\",\"name\"]], columns=[\"tagValue\"]).groupby(\"name\").sum()\n",
    "\n",
    "plt.figure(figsize=(50,12))\n",
    "\n",
    "artist_vectors.loc[\"Britney Spears\"].plot(kind=\"bar\",color=\"red\", alpha=0.6)\n",
    "artist_vectors.loc[\"Madonna\"].plot(kind=\"bar\",color=\"blue\", alpha=0.6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot: >"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 5000x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "plt.figure(figsize=(50,12))\n",
    "\n",
    "artist_vectors.loc[\"Stevie Wonder\"].plot(kind=\"bar\",color=\"red\", alpha=0.6)\n",
    "artist_vectors.loc[\"Marvin Gaye\"].plot(kind=\"bar\",color=\"blue\", alpha=0.6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(17632,)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "user_artist_counts = uap.pivot_table(index=\"userID\", columns=\"name\", values=\"weight\", aggfunc=\"sum\").fillna(0)\n",
    "\n",
    "(user_artist_counts.iloc[0,:]/user_artist_counts.iloc[0,:].sum()).shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "class Ridge(object):\n",
    "    def __init__(self, alpha: float):\n",
    "        self.alpha: float=alpha\n",
    "        self.beta = None\n",
    "    def fit(self, X: np.array, y: np.array):\n",
    "        n=X.shape[0]\n",
    "        self.beta = np.linalg.inv((X.T@X + self.alpha*np.identity(n)))@X.T@y\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lady Gaga\n",
      "-1\n",
      "Led Zeppelin\n",
      "1\n",
      "Led Zeppelin\n",
      "1\n",
      "Led Zeppelin\n",
      "1\n",
      "Led Zeppelin\n",
      "1\n",
      "[[5991. 5959. 5959. ... 5959. 5959. 5959.]\n",
      " [5959. 5991. 5959. ... 5959. 5959. 5959.]\n",
      " [5959. 5959. 5991. ... 5959. 5959. 5959.]\n",
      " ...\n",
      " [5959. 5959. 5959. ... 5991. 5959. 5959.]\n",
      " [5959. 5959. 5959. ... 5959. 5991. 5959.]\n",
      " [5959. 5959. 5959. ... 5959. 5959. 5991.]]\n"
     ]
    }
   ],
   "source": [
    "import random\n",
    "user_id=200\n",
    "user_artists = uap.query(\"userID==@user_id\").name.values\n",
    "artists = popular_artists.tail(350).index.values\n",
    "\n",
    "X = pd.concat([artist_vectors.loc[i] for i in artists],axis=1).T\n",
    "target = [(1 if i in user_artists else -1) for i in X.index]\n",
    "\n",
    "l = 10\n",
    "n,m = X.shape\n",
    "xt_x_plus_li = (X.values.T@X.values )+ l*np.identity(m)\n",
    "\n",
    "theta = np.linalg.inv(xt_x_plus_li)@X.T@target\n",
    "\n",
    "alpha = 3\n",
    "best_score = -1000\n",
    "best_artist = None\n",
    "scores = []\n",
    "artists = []\n",
    "\n",
    "A = np.identity(X.shape[1])\n",
    "b = np.zeros(X.shape[1])\n",
    "\n",
    "\n",
    "for t in range(5):\n",
    "    artist_scores = np.zeros(X.shape[0])\n",
    "    theta = np.linalg.inv(A) @ b\n",
    "\n",
    "    p_ta = theta\n",
    "    for i, artist in enumerate(X.index):\n",
    "        x = X.loc[artist].values\n",
    "        expected_reward = theta @ x\n",
    "\n",
    "        ucb = expected_reward +  alpha * np.sqrt(\n",
    "            x.T @ np.linalg.inv(A) @ x\n",
    "        )\n",
    "        artist_scores[i]=ucb\n",
    "    \n",
    "    nth_artist = np.argsort(artist_scores)[-1]\n",
    "    \n",
    "    x_cand = X.iloc[nth_artist]\n",
    "    reward = target[nth_artist]\n",
    "    print(X.index[nth_artist])\n",
    "    \n",
    "    A = A + A + x_cand @ x_cand.T\n",
    "    \n",
    "    b = b + reward * x_cand\n",
    "\n",
    "    print(reward)\n",
    "        \n",
    "print(A)"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "dfa2d00feabcbc88de1be82442a3d21ffcabb84d4a41e62929387d910444a60f"
  },
  "kernelspec": {
   "display_name": "Python 3.10.6 ('threeten')",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.6"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}