tagbased&genre_alina.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c823ac05",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\agavr\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\tqdm\\auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    }
   ],
   "source": [
    "import warnings\n",
    "import re\n",
    "from PIL import Image\n",
    "from wordcloud import WordCloud\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import umap\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import pandas as pd\n",
    "from gensim.models.doc2vec import Doc2Vec, TaggedDocument\n",
    "from nltk.tokenize import word_tokenize\n",
    "from nltk.corpus import stopwords\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8f098078",
   "metadata": {},
   "outputs": [],
   "source": [
    "# display options for pandas dataframe\n",
    "pd.set_option('display.max_rows', 500)\n",
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.max_colwidth', -1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7b3e8e1d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files in the Current Directory:\n",
      ".ipynb_checkpoints\n",
      "genome_scores.csv\n",
      "genome_tags.csv\n",
      "link.csv\n",
      "movie.csv\n",
      "rating.csv\n",
      "rectag.ipynb\n",
      "tag.csv\n",
      "tags_based_rec.ipynb\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "\n",
    "current_directory = os.getcwd()\n",
    "file_list = os.listdir(current_directory)\n",
    "\n",
    "print(\"Files in the Current Directory:\")\n",
    "for file in file_list:\n",
    "    print(file)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "92fd4c3f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# movie titles\n",
    "mv_title = pd.read_csv('movie.csv')\n",
    "# movie tags\n",
    "mv_tags = pd.read_csv('genome_scores.csv')\n",
    "# movie tag names\n",
    "mv_tags_names = pd.read_csv('genome_tags.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "983b99e9",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    }\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>movieId</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story (1995)</td>\n",
       "      <td>Adventure|Animation|Children|Comedy|Fantasy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>Jumanji (1995)</td>\n",
       "      <td>Adventure|Children|Fantasy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Grumpier Old Men (1995)</td>\n",
       "      <td>Comedy|Romance</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>Waiting to Exhale (1995)</td>\n",
       "      <td>Comedy|Drama|Romance</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>Father of the Bride Part II (1995)</td>\n",
       "      <td>Comedy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>Heat (1995)</td>\n",
       "      <td>Action|Crime|Thriller</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>Sabrina (1995)</td>\n",
       "      <td>Comedy|Romance</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>Tom and Huck (1995)</td>\n",
       "      <td>Adventure|Children</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>Sudden Death (1995)</td>\n",
       "      <td>Action</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>GoldenEye (1995)</td>\n",
       "      <td>Action|Adventure|Thriller</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>American President, The (1995)</td>\n",
       "      <td>Comedy|Drama|Romance</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>Dracula: Dead and Loving It (1995)</td>\n",
       "      <td>Comedy|Horror</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>13</td>\n",
       "      <td>Balto (1995)</td>\n",
       "      <td>Adventure|Animation|Children</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>Nixon (1995)</td>\n",
       "      <td>Drama</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>Cutthroat Island (1995)</td>\n",
       "      <td>Action|Adventure|Romance</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16</td>\n",
       "      <td>Casino (1995)</td>\n",
       "      <td>Crime|Drama</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>Sense and Sensibility (1995)</td>\n",
       "      <td>Drama|Romance</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>Four Rooms (1995)</td>\n",
       "      <td>Comedy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>Ace Ventura: When Nature Calls (1995)</td>\n",
       "      <td>Comedy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>Money Train (1995)</td>\n",
       "      <td>Action|Comedy|Crime|Drama|Thriller</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    movieId                                  title  \\\n",
       "0   1        Toy Story (1995)                        \n",
       "1   2        Jumanji (1995)                          \n",
       "2   3        Grumpier Old Men (1995)                 \n",
       "3   4        Waiting to Exhale (1995)                \n",
       "4   5        Father of the Bride Part II (1995)      \n",
       "5   6        Heat (1995)                             \n",
       "6   7        Sabrina (1995)                          \n",
       "7   8        Tom and Huck (1995)                     \n",
       "8   9        Sudden Death (1995)                     \n",
       "9   10       GoldenEye (1995)                        \n",
       "10  11       American President, The (1995)          \n",
       "11  12       Dracula: Dead and Loving It (1995)      \n",
       "12  13       Balto (1995)                            \n",
       "13  14       Nixon (1995)                            \n",
       "14  15       Cutthroat Island (1995)                 \n",
       "15  16       Casino (1995)                           \n",
       "16  17       Sense and Sensibility (1995)            \n",
       "17  18       Four Rooms (1995)                       \n",
       "18  19       Ace Ventura: When Nature Calls (1995)   \n",
       "19  20       Money Train (1995)                      \n",
       "\n",
       "                                         genres  \n",
       "0   Adventure|Animation|Children|Comedy|Fantasy  \n",
       "1   Adventure|Children|Fantasy                   \n",
       "2   Comedy|Romance                               \n",
       "3   Comedy|Drama|Romance                         \n",
       "4   Comedy                                       \n",
       "5   Action|Crime|Thriller                        \n",
       "6   Comedy|Romance                               \n",
       "7   Adventure|Children                           \n",
       "8   Action                                       \n",
       "9   Action|Adventure|Thriller                    \n",
       "10  Comedy|Drama|Romance                         \n",
       "11  Comedy|Horror                                \n",
       "12  Adventure|Animation|Children                 \n",
       "13  Drama                                        \n",
       "14  Action|Adventure|Romance                     \n",
       "15  Crime|Drama                                  \n",
       "16  Drama|Romance                                \n",
       "17  Comedy                                       \n",
       "18  Comedy                                       \n",
       "19  Action|Comedy|Crime|Drama|Thriller           "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = mv_title\n",
    "df.head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e59029c8",
   "metadata": {},
   "outputs": [
    {
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       "      <th></th>\n",
       "      <th>movieId</th>\n",
       "      <th>tagId</th>\n",
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       "      <td>8</td>\n",
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       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0.26200</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "      <td>0.03200</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      ],
      "text/plain": [
       "   movieId  tagId  relevance\n",
       "0  1        1      0.02500  \n",
       "1  1        2      0.02500  \n",
       "2  1        3      0.05775  \n",
       "3  1        4      0.09675  \n",
       "4  1        5      0.14675  \n",
       "5  1        6      0.21700  \n",
       "6  1        7      0.06700  \n",
       "7  1        8      0.26275  \n",
       "8  1        9      0.26200  \n",
       "9  1        10     0.03200  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = mv_tags\n",
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "60aab20c",
   "metadata": {},
   "outputs": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tagId</th>\n",
       "      <th>tag</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>007</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>007 (series)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>18th century</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>1920s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>1930s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>1950s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>1960s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>1970s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>1980s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>19th century</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   tagId           tag\n",
       "0  1      007         \n",
       "1  2      007 (series)\n",
       "2  3      18th century\n",
       "3  4      1920s       \n",
       "4  5      1930s       \n",
       "5  6      1950s       \n",
       "6  7      1960s       \n",
       "7  8      1970s       \n",
       "8  9      1980s       \n",
       "9  10     19th century"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = mv_tags_names\n",
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "e2437d75",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1128"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# number of tags\n",
    "len(np.unique(mv_tags_names.tagId.values))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "37d9f842",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10381"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# number of movies\n",
    "len(np.unique(mv_tags.movieId.values))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "210ecca4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "11709768"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# number of movie, tag pairs\n",
    "len(mv_tags)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b7ff2b88",
   "metadata": {},
   "outputs": [],
   "source": [
    "# clean title in movies.csv file\n",
    "def movie_title_clean(title):\n",
    "  \n",
    "  # search title for (year) pattern\n",
    "  s = re.search('\\(([^)]+)', title)\n",
    "\n",
    "  # if pattern exists, remove from string\n",
    "  year = 9999\n",
    "  if s:\n",
    "\n",
    "    title = title[:s.span()[0]].strip()\n",
    "    year = s.group(1)\n",
    "  \n",
    "    # check if year is actual year\n",
    "    if str(year).isdigit():\n",
    "      year = int(year)\n",
    "    else:\n",
    "      year = 9999  \n",
    "  \n",
    "  # if ', The' or ', A' is a the end of the string, move it to the front\n",
    "  # e.g. change \"Illusionist, The\" to \"The Illusionist\"\n",
    "  if title[-5:] == ', The':\n",
    "    title = 'The ' + title[:-5]\n",
    "  elif title[-4:] == ', An':\n",
    "    title = 'An ' + title[:-4]\n",
    "  elif title[-3:] == ', A':\n",
    "    title = 'A ' + title[:-3]\n",
    "    \n",
    "  return title, year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "71755d43",
   "metadata": {},
   "outputs": [],
   "source": [
    "# clean title and extract release year\n",
    "mv_title['title'] = mv_title['title'].str.strip()\n",
    "mv_title['year'] = mv_title['title'].map(movie_title_clean)\n",
    "mv_title['title'] = mv_title['year'].apply(lambda x: x[0])\n",
    "mv_title['Release Year'] = mv_title['year'].apply(lambda x: x[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "9f1a172b",
   "metadata": {},
   "outputs": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>movieId</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>year</th>\n",
       "      <th>Release Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>Adventure|Animation|Children|Comedy|Fantasy</td>\n",
       "      <td>(Toy Story, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>Jumanji</td>\n",
       "      <td>Adventure|Children|Fantasy</td>\n",
       "      <td>(Jumanji, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Grumpier Old Men</td>\n",
       "      <td>Comedy|Romance</td>\n",
       "      <td>(Grumpier Old Men, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>Waiting to Exhale</td>\n",
       "      <td>Comedy|Drama|Romance</td>\n",
       "      <td>(Waiting to Exhale, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>Father of the Bride Part II</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>(Father of the Bride Part II, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>Heat</td>\n",
       "      <td>Action|Crime|Thriller</td>\n",
       "      <td>(Heat, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>Sabrina</td>\n",
       "      <td>Comedy|Romance</td>\n",
       "      <td>(Sabrina, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>Tom and Huck</td>\n",
       "      <td>Adventure|Children</td>\n",
       "      <td>(Tom and Huck, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>Sudden Death</td>\n",
       "      <td>Action</td>\n",
       "      <td>(Sudden Death, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>GoldenEye</td>\n",
       "      <td>Action|Adventure|Thriller</td>\n",
       "      <td>(GoldenEye, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>The American President</td>\n",
       "      <td>Comedy|Drama|Romance</td>\n",
       "      <td>(The American President, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>Dracula: Dead and Loving It</td>\n",
       "      <td>Comedy|Horror</td>\n",
       "      <td>(Dracula: Dead and Loving It, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>13</td>\n",
       "      <td>Balto</td>\n",
       "      <td>Adventure|Animation|Children</td>\n",
       "      <td>(Balto, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>Nixon</td>\n",
       "      <td>Drama</td>\n",
       "      <td>(Nixon, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>Cutthroat Island</td>\n",
       "      <td>Action|Adventure|Romance</td>\n",
       "      <td>(Cutthroat Island, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16</td>\n",
       "      <td>Casino</td>\n",
       "      <td>Crime|Drama</td>\n",
       "      <td>(Casino, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>Sense and Sensibility</td>\n",
       "      <td>Drama|Romance</td>\n",
       "      <td>(Sense and Sensibility, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>Four Rooms</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>(Four Rooms, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>Ace Ventura: When Nature Calls</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>(Ace Ventura: When Nature Calls, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>Money Train</td>\n",
       "      <td>Action|Comedy|Crime|Drama|Thriller</td>\n",
       "      <td>(Money Train, 1995)</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    movieId                           title  \\\n",
       "0   1        Toy Story                        \n",
       "1   2        Jumanji                          \n",
       "2   3        Grumpier Old Men                 \n",
       "3   4        Waiting to Exhale                \n",
       "4   5        Father of the Bride Part II      \n",
       "5   6        Heat                             \n",
       "6   7        Sabrina                          \n",
       "7   8        Tom and Huck                     \n",
       "8   9        Sudden Death                     \n",
       "9   10       GoldenEye                        \n",
       "10  11       The American President           \n",
       "11  12       Dracula: Dead and Loving It      \n",
       "12  13       Balto                            \n",
       "13  14       Nixon                            \n",
       "14  15       Cutthroat Island                 \n",
       "15  16       Casino                           \n",
       "16  17       Sense and Sensibility            \n",
       "17  18       Four Rooms                       \n",
       "18  19       Ace Ventura: When Nature Calls   \n",
       "19  20       Money Train                      \n",
       "\n",
       "                                         genres  \\\n",
       "0   Adventure|Animation|Children|Comedy|Fantasy   \n",
       "1   Adventure|Children|Fantasy                    \n",
       "2   Comedy|Romance                                \n",
       "3   Comedy|Drama|Romance                          \n",
       "4   Comedy                                        \n",
       "5   Action|Crime|Thriller                         \n",
       "6   Comedy|Romance                                \n",
       "7   Adventure|Children                            \n",
       "8   Action                                        \n",
       "9   Action|Adventure|Thriller                     \n",
       "10  Comedy|Drama|Romance                          \n",
       "11  Comedy|Horror                                 \n",
       "12  Adventure|Animation|Children                  \n",
       "13  Drama                                         \n",
       "14  Action|Adventure|Romance                      \n",
       "15  Crime|Drama                                   \n",
       "16  Drama|Romance                                 \n",
       "17  Comedy                                        \n",
       "18  Comedy                                        \n",
       "19  Action|Comedy|Crime|Drama|Thriller            \n",
       "\n",
       "                                      year  Release Year  \n",
       "0   (Toy Story, 1995)                       1995          \n",
       "1   (Jumanji, 1995)                         1995          \n",
       "2   (Grumpier Old Men, 1995)                1995          \n",
       "3   (Waiting to Exhale, 1995)               1995          \n",
       "4   (Father of the Bride Part II, 1995)     1995          \n",
       "5   (Heat, 1995)                            1995          \n",
       "6   (Sabrina, 1995)                         1995          \n",
       "7   (Tom and Huck, 1995)                    1995          \n",
       "8   (Sudden Death, 1995)                    1995          \n",
       "9   (GoldenEye, 1995)                       1995          \n",
       "10  (The American President, 1995)          1995          \n",
       "11  (Dracula: Dead and Loving It, 1995)     1995          \n",
       "12  (Balto, 1995)                           1995          \n",
       "13  (Nixon, 1995)                           1995          \n",
       "14  (Cutthroat Island, 1995)                1995          \n",
       "15  (Casino, 1995)                          1995          \n",
       "16  (Sense and Sensibility, 1995)           1995          \n",
       "17  (Four Rooms, 1995)                      1995          \n",
       "18  (Ace Ventura: When Nature Calls, 1995)  1995          \n",
       "19  (Money Train, 1995)                     1995          "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mv_title.head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b66c8585",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The movieId for 'A Beautiful Mind' is 4995.\n"
     ]
    }
   ],
   "source": [
    "# Assuming you want to find the movieId for the movie A Beautiful Mind\n",
    "movie_title_to_find = 'A Beautiful Mind'\n",
    "\n",
    "# Check if the movie title exists in the DataFrame and get its corresponding movieId\n",
    "matching_movie = mv_title[mv_title.title == movie_title_to_find]\n",
    "\n",
    "if not matching_movie.empty:\n",
    "    movie_id = matching_movie.iloc[0]['movieId']\n",
    "    print(f\"The movieId for '{movie_title_to_find}' is {movie_id}.\")\n",
    "else:\n",
    "    print(f\"'{movie_title_to_find}' not found in the DataFrame.\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9a2f37f0",
   "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>movieId</th>\n",
       "      <th>title</th>\n",
       "      <th>tag</th>\n",
       "      <th>relevance</th>\n",
       "      <th>relevance_rank</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1035</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>toys</td>\n",
       "      <td>0.99925</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>computer animation</td>\n",
       "      <td>0.99850</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>785</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>pixar animation</td>\n",
       "      <td>0.99600</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>588</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>kids and family</td>\n",
       "      <td>0.99075</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>animation</td>\n",
       "      <td>0.98575</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>587</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>kids</td>\n",
       "      <td>0.97925</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>784</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>pixar</td>\n",
       "      <td>0.96675</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>children</td>\n",
       "      <td>0.96425</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>cartoon</td>\n",
       "      <td>0.95650</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>imdb top 250</td>\n",
       "      <td>0.94200</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      movieId      title                 tag  relevance  relevance_rank\n",
       "1035  1        Toy Story  toys                0.99925    1             \n",
       "243   1        Toy Story  computer animation  0.99850    2             \n",
       "785   1        Toy Story  pixar animation     0.99600    3             \n",
       "588   1        Toy Story  kids and family     0.99075    4             \n",
       "63    1        Toy Story  animation           0.98575    5             \n",
       "587   1        Toy Story  kids                0.97925    6             \n",
       "784   1        Toy Story  pixar               0.96675    7             \n",
       "203   1        Toy Story  children            0.96425    8             \n",
       "185   1        Toy Story  cartoon             0.95650    9             \n",
       "535   1        Toy Story  imdb top 250        0.94200    10            "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# join dataframes to get tag description and movie title name all in one table\n",
    "mv_tags_denorm = mv_tags.merge(mv_tags_names, on = 'tagId').merge(mv_title, on = 'movieId')\n",
    "\n",
    "# for each movie, compute the relevance rank of tags so we can eventually rank order tags for each movie\n",
    "mv_tags_denorm['relevance_rank'] = mv_tags_denorm.groupby(\"movieId\")[\"relevance\"].rank(method = \"first\", ascending = False).astype('int64')\n",
    "\n",
    "# check out an example of top tags for a movie\n",
    "df = mv_tags_denorm[mv_tags_denorm.title == 'Toy Story'][['movieId','title','tag','relevance','relevance_rank']].sort_values(by = 'relevance', ascending = False)\n",
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "e78e7a75",
   "metadata": {},
   "outputs": [],
   "source": [
    "# flatten tags table to get a list of top 100 tags for each movie\n",
    "mv_tags_list = mv_tags_denorm[mv_tags_denorm.relevance_rank <= 100].groupby(['movieId','title'])['tag'].apply(lambda x: ','.join(x)).reset_index()\n",
    "mv_tags_list['tag_list'] = mv_tags_list.tag.map(lambda x: x.split(','))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "56f62082",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Movies most similar to Toy Story based on tags:\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>movieId</th>\n",
       "      <th>title</th>\n",
       "      <th>tag_list</th>\n",
       "      <th>tag</th>\n",
       "      <th>jaccard_sim</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Toy Story</td>\n",
       "      <td>[3d, action, adventure, affectionate, animal m...</td>\n",
       "      <td>3d,action,adventure,affectionate,animal movie,...</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4331</th>\n",
       "      <td>4886</td>\n",
       "      <td>Monsters, Inc.</td>\n",
       "      <td>[adventure, affectionate, allegory, alone in t...</td>\n",
       "      <td>adventure,affectionate,allegory,alone in the w...</td>\n",
       "      <td>0.724138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2064</th>\n",
       "      <td>2355</td>\n",
       "      <td>A Bug's Life</td>\n",
       "      <td>[3d, action, adventure, alter ego, animal movi...</td>\n",
       "      <td>3d,action,adventure,alter ego,animal movie,ani...</td>\n",
       "      <td>0.680672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2769</th>\n",
       "      <td>3114</td>\n",
       "      <td>Toy Story 2</td>\n",
       "      <td>[action, adventure, animal movie, animals, ani...</td>\n",
       "      <td>action,adventure,animal movie,animals,animated...</td>\n",
       "      <td>0.652893</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5445</th>\n",
       "      <td>6377</td>\n",
       "      <td>Finding Nemo</td>\n",
       "      <td>[adventure, affectionate, animal movie, animal...</td>\n",
       "      <td>adventure,affectionate,animal movie,animals,an...</td>\n",
       "      <td>0.612903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4602</th>\n",
       "      <td>5218</td>\n",
       "      <td>Ice Age</td>\n",
       "      <td>[3d, action, adventure, animal movie, animals,...</td>\n",
       "      <td>3d,action,adventure,animal movie,animals,anima...</td>\n",
       "      <td>0.612903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7994</th>\n",
       "      <td>50872</td>\n",
       "      <td>Ratatouille</td>\n",
       "      <td>[allegory, animal movie, animals, animated, an...</td>\n",
       "      <td>allegory,animal movie,animals,animated,animati...</td>\n",
       "      <td>0.574803</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7766</th>\n",
       "      <td>45517</td>\n",
       "      <td>Cars</td>\n",
       "      <td>[action, adventure, alter ego, animal movie, a...</td>\n",
       "      <td>action,adventure,alter ego,animal movie,animal...</td>\n",
       "      <td>0.574803</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3809</th>\n",
       "      <td>4306</td>\n",
       "      <td>Shrek</td>\n",
       "      <td>[adventure, animal movie, animals, animated, a...</td>\n",
       "      <td>adventure,animal movie,animals,animated,animat...</td>\n",
       "      <td>0.550388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>588</td>\n",
       "      <td>Aladdin</td>\n",
       "      <td>[action, adventure, affectionate, animal movie...</td>\n",
       "      <td>action,adventure,affectionate,animal movie,ani...</td>\n",
       "      <td>0.550388</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      movieId           title  \\\n",
       "0           1       Toy Story   \n",
       "4331     4886  Monsters, Inc.   \n",
       "2064     2355    A Bug's Life   \n",
       "2769     3114     Toy Story 2   \n",
       "5445     6377    Finding Nemo   \n",
       "4602     5218         Ice Age   \n",
       "7994    50872     Ratatouille   \n",
       "7766    45517            Cars   \n",
       "3809     4306           Shrek   \n",
       "554       588         Aladdin   \n",
       "\n",
       "                                               tag_list  \\\n",
       "0     [3d, action, adventure, affectionate, animal m...   \n",
       "4331  [adventure, affectionate, allegory, alone in t...   \n",
       "2064  [3d, action, adventure, alter ego, animal movi...   \n",
       "2769  [action, adventure, animal movie, animals, ani...   \n",
       "5445  [adventure, affectionate, animal movie, animal...   \n",
       "4602  [3d, action, adventure, animal movie, animals,...   \n",
       "7994  [allegory, animal movie, animals, animated, an...   \n",
       "7766  [action, adventure, alter ego, animal movie, a...   \n",
       "3809  [adventure, animal movie, animals, animated, a...   \n",
       "554   [action, adventure, affectionate, animal movie...   \n",
       "\n",
       "                                                    tag  jaccard_sim  \n",
       "0     3d,action,adventure,affectionate,animal movie,...     1.000000  \n",
       "4331  adventure,affectionate,allegory,alone in the w...     0.724138  \n",
       "2064  3d,action,adventure,alter ego,animal movie,ani...     0.680672  \n",
       "2769  action,adventure,animal movie,animals,animated...     0.652893  \n",
       "5445  adventure,affectionate,animal movie,animals,an...     0.612903  \n",
       "4602  3d,action,adventure,animal movie,animals,anima...     0.612903  \n",
       "7994  allegory,animal movie,animals,animated,animati...     0.574803  \n",
       "7766  action,adventure,alter ego,animal movie,animal...     0.574803  \n",
       "3809  adventure,animal movie,animals,animated,animat...     0.550388  \n",
       "554   action,adventure,affectionate,animal movie,ani...     0.550388  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# compute Jaccard Index to get most similar movies to target movie\n",
    "\n",
    "pd.reset_option('display.max_colwidth')\n",
    "\n",
    "target_movie = 'Toy Story'\n",
    "\n",
    "target_tag_list = mv_tags_list[mv_tags_list.title == target_movie].tag_list.values[0]\n",
    "mv_tags_list_sim = mv_tags_list[['movieId','title','tag_list','tag']]\n",
    "mv_tags_list_sim['jaccard_sim'] = mv_tags_list_sim.tag_list.map(lambda x: len(set(x).intersection(set(target_tag_list))) / len(set(x).union(set(target_tag_list))))\n",
    "print(f'Movies most similar to {target_movie} based on tags:')\n",
    "text = ','.join(mv_tags_list_sim.sort_values(by = 'jaccard_sim', ascending = False).head(25)['tag'].values)\n",
    "mv_tags_list_sim.sort_values(by = 'jaccard_sim', ascending = False).head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "24d39102",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Genres of movies most similar to Toy Story based on tags with intersecting genres:\n",
      "Movie ID: 4886, Genres: Animation|Children|Adventure|Comedy|Fantasy\n",
      "Movie ID: 2355, Genres: Animation|Adventure|Children|Comedy\n",
      "Movie ID: 3114, Genres: Animation|Children|Adventure|Comedy|Fantasy\n",
      "Movie ID: 6377, Genres: Animation|Adventure|Children|Comedy\n",
      "Movie ID: 5218, Genres: Animation|Adventure|Children|Comedy\n",
      "Movie ID: 50872, Genres: Animation|Children\n",
      "Movie ID: 45517, Genres: Animation|Children|Comedy\n",
      "Movie ID: 4306, Genres: Animation|Children|Adventure|Comedy|Fantasy\n",
      "Movie ID: 588, Genres: Animation|Children|Comedy|Adventure\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Create a dictionary to map movie IDs to their genres\n",
    "movie_genre_dict = dict(zip(mv_title['movieId'], mv_title['genres']))\n",
    "\n",
    "# Function to get genres of similar movies\n",
    "def get_similar_movie_genres(similar_movies):\n",
    "    similar_movie_genres = []\n",
    "    # Get the genres of the first movie in the list\n",
    "    first_movie_id = similar_movies[0]\n",
    "    if first_movie_id in movie_genre_dict:\n",
    "        first_movie_genres = set(movie_genre_dict[first_movie_id].split('|'))\n",
    "    for movie_id in similar_movies[1:]:\n",
    "        if movie_id in movie_genre_dict:\n",
    "            genres = set(movie_genre_dict[movie_id].split('|'))\n",
    "            # Find the intersection of genres\n",
    "            common_genres = first_movie_genres.intersection(genres)\n",
    "            if common_genres:\n",
    "                similar_movie_genres.append((movie_id, '|'.join(common_genres)))\n",
    "    return similar_movie_genres\n",
    "\n",
    "# Get the most similar movies to 'Toy Story' based on tags\n",
    "similar_movies = mv_tags_list_sim.sort_values(by='jaccard_sim', ascending=False).head(10)['movieId'].tolist()\n",
    "\n",
    "# Get the genres of similar movies with intersecting genres\n",
    "similar_movie_genres = get_similar_movie_genres(similar_movies)\n",
    "\n",
    "# Print the genres of the similar movies with intersecting genres\n",
    "print(\"Genres of movies most similar to Toy Story based on tags with intersecting genres:\")\n",
    "for movie_id, genres in similar_movie_genres:\n",
    "    print(f\"Movie ID: {movie_id}, Genres: {genres}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "6754fdd4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams[\"figure.figsize\"] = (15,10)\n",
    "\n",
    "# Generate a word cloud image\n",
    "wordcloud = WordCloud(width = 1024, height = 1024, background_color = 'white').generate(text)\n",
    "\n",
    "# Display the generated image:\n",
    "plt.figure(figsize=(10,8),facecolor = 'white', edgecolor='blue')\n",
    "plt.imshow(wordcloud, interpolation='bilinear')\n",
    "plt.axis(\"off\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "2fc66bc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# corpus of movie tags\n",
    "mv_tags_corpus = mv_tags_list.tag.values\n",
    "stop_words = stopwords.words('english')\n",
    "\n",
    "# tokenize document and clean\n",
    "def word_tokenize_clean(doc):\n",
    "  \n",
    "  # split into lower case word tokens\n",
    "  tokens = word_tokenize(doc.lower())\n",
    "  \n",
    "  # remove tokens that are not alphabetic (including punctuation) and not a stop word\n",
    "  tokens = [word for word in tokens if word.isalpha() and not word in stop_words]\n",
    "  \n",
    "  return tokens\n",
    "\n",
    "# preprocess corpus of movie tags before feeding it into Doc2Vec model\n",
    "mv_tags_doc = [TaggedDocument(words=word_tokenize_clean(D), tags=[str(i)]) for i, D in enumerate(mv_tags_corpus)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "03e4cc3f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# instantiate Doc2Vec model\n",
    "\n",
    "max_epochs = 50\n",
    "vec_size = 20\n",
    "alpha = 0.025\n",
    "\n",
    "model = Doc2Vec(vector_size=vec_size,\n",
    "                alpha=alpha, \n",
    "                min_alpha=0.00025,\n",
    "                min_count=1,\n",
    "                dm=0) # paragraph vector distributed bag-of-words (PV-DBOW)\n",
    "  \n",
    "model.build_vocab(mv_tags_doc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "ceaa7947",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 "
     ]
    }
   ],
   "source": [
    "# train Doc2Vec model\n",
    "\n",
    "print('Epoch', end = ': ')\n",
    "for epoch in range(max_epochs):\n",
    "  print(epoch, end = ' ')\n",
    "  model.train(mv_tags_doc,\n",
    "              total_examples=model.corpus_count,\n",
    "              epochs=model.epochs)\n",
    "  # decrease the learning rate\n",
    "  model.alpha -= 0.0002\n",
    "  # fix the learning rate, no decay\n",
    "  model.min_alpha = model.alpha"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "cd603924",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10381, 20)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# List the document vectors\n",
    "mv_tags_vectors = model.dv.vectors\n",
    "mv_tags_vectors.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "30155c12",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 0.12913053  1.2489676   0.21413566  1.2554644   0.6497219   0.42906547\n",
      " -0.51371527  0.3801461  -1.1437228  -0.6043959  -2.4747212  -0.4150552\n",
      " -1.4436477  -0.53858125 -0.70012164 -0.2461364   0.7729745  -0.54395384\n",
      " -0.06814313  0.30975366]\n",
      "Monsters, Inc.\n",
      "Lifted\n",
      "Toy Story of Terror\n",
      "Luxo Jr.\n",
      "Toy Story That Time Forgot\n",
      "Partly Cloudy\n",
      "Mike's New Car\n",
      "Toy Story 2\n",
      "BURN-E\n",
      "Wreck-It Ralph\n",
      "The Many Adventures of Winnie the Pooh\n",
      "The Lego Movie\n",
      "Tin Toy\n",
      "Day & Night\n",
      "It's the Great Pumpkin, Charlie Brown\n",
      "Winnie the Pooh and the Blustery Day\n",
      "Toy Story 3\n",
      "One Man Band\n",
      "Jack-Jack Attack\n",
      "Wallace & Gromit in The Curse of the Were-Rabbit\n",
      "The Boxtrolls\n",
      "Rise of the Guardians\n",
      "The Iron Giant\n",
      "Up\n",
      "How to Train Your Dragon\n",
      "Paperman\n",
      "Antz\n",
      "How the Grinch Stole Christmas!\n",
      "Ice Age\n",
      "Raiders of the Lost Ark: The Adaptation\n"
     ]
    }
   ],
   "source": [
    "# top similar movies based on cosine similarity\n",
    "\n",
    "mv = 'Toy Story'\n",
    "\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]\n",
    "\n",
    "print(mv_tags_vectors[mv_index])\n",
    "\n",
    "sims = model.docvecs.most_similar(positive = [mv_index], topn = 30)\n",
    "\n",
    "for i, j in sims:\n",
    "  print(mv_tags_list.loc[int(i), \"title\"].strip())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "d164c8d5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# dimensionality reduction to 2D\n",
    "mv_tags_vectors_umap = umap.UMAP(n_neighbors = 5,\n",
    "                          min_dist = 0.001,\n",
    "                          metric = 'cosine').fit_transform(mv_tags_vectors)\n",
    "x, y = mv_tags_vectors_umap.T[0], mv_tags_vectors_umap.T[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "ff624e35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1500x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# visualize movie vectors in 2D with UMAP\n",
    "# feel free to label any movies for representation\n",
    "\n",
    "plt.rcParams[\"figure.figsize\"] = (15,10)\n",
    "plt.grid(b = None)\n",
    "plt.axis('off')\n",
    "plt.scatter(x, y, s = 1)\n",
    "plt.title('Document Embedding (UMAP)')\n",
    "plt.xlabel('e1')\n",
    "plt.ylabel('e2')\n",
    "\n",
    "mv = 'Money Train'\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "plt.annotate(mv, \n",
    "             xy=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xytext=(mv_tags_vectors_umap[mv_index, 0]-1, mv_tags_vectors_umap[mv_index, 1]+1),\n",
    "             xycoords='data',\n",
    "             arrowprops=dict(facecolor='black', arrowstyle = 'simple'),\n",
    "             horizontalalignment='right', verticalalignment='top',\n",
    "            )\n",
    "\n",
    "mv = 'A Beautiful Mind'\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "plt.annotate(mv, \n",
    "             xy=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xytext=(mv_tags_vectors_umap[mv_index, 0]-1, mv_tags_vectors_umap[mv_index, 1]+1),\n",
    "             xycoords='data',\n",
    "             arrowprops=dict(facecolor='black', arrowstyle = 'simple'),\n",
    "             horizontalalignment='right', verticalalignment='top',\n",
    "            )\n",
    "\n",
    "mv = 'Good Will Hunting'\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "plt.annotate(mv, \n",
    "             xy=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xytext=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]+2),\n",
    "             xycoords='data',\n",
    "             arrowprops=dict(facecolor='black', arrowstyle = 'simple'),\n",
    "             horizontalalignment='right', verticalalignment='top',\n",
    "            )\n",
    "\n",
    "mv = 'Gravity'\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "plt.annotate(mv, \n",
    "             xy=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xytext=(mv_tags_vectors_umap[mv_index, 0]+2, mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xycoords='data',\n",
    "             arrowprops=dict(facecolor='black', arrowstyle = 'simple'),\n",
    "             horizontalalignment='right', verticalalignment='top',\n",
    "            )\n",
    "\n",
    "mv = 'Interstellar'\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "plt.annotate(mv, \n",
    "             xy=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xytext=(mv_tags_vectors_umap[mv_index, 0]+2, mv_tags_vectors_umap[mv_index, 1]+0.5),\n",
    "             xycoords='data',\n",
    "             arrowprops=dict(facecolor='black', arrowstyle = 'simple'),\n",
    "             horizontalalignment='right', verticalalignment='top',\n",
    "            )\n",
    "\n",
    "mv = 'Toy Story'\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "plt.annotate(mv, \n",
    "             xy=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xytext=(mv_tags_vectors_umap[mv_index, 0]+2, mv_tags_vectors_umap[mv_index, 1]-0.5),\n",
    "             xycoords='data',\n",
    "             arrowprops=dict(facecolor='black', arrowstyle = 'simple'),\n",
    "             horizontalalignment='right', verticalalignment='top',\n",
    "            )\n",
    "\n",
    "mv = 'Monsters, Inc.'\n",
    "mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "plt.annotate(mv, \n",
    "             xy=(mv_tags_vectors_umap[mv_index, 0], mv_tags_vectors_umap[mv_index, 1]),\n",
    "             xytext=(mv_tags_vectors_umap[mv_index, 0]+3, mv_tags_vectors_umap[mv_index, 1]+0.025),\n",
    "             xycoords='data',\n",
    "             arrowprops=dict(facecolor='black', arrowstyle = 'simple'),\n",
    "             horizontalalignment='right', verticalalignment='top',\n",
    "            )\n",
    "\n",
    "plt.title('Movie Vector (Doc2Vec Output Visualized in 2D with UMAP)', fontsize = 20, weight = 'bold')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "c553989f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Movie Recommendations:\n",
      "Cast Away\n",
      "Close Encounters of the Third Kind\n",
      "Lifted\n",
      "The Curious Case of Benjamin Button\n",
      "Star Trek: First Contact\n",
      "E.T. the Extra-Terrestrial\n",
      "Rush\n",
      "The Artist\n",
      "Starman\n",
      "Gattaca\n",
      "Independence Day\n",
      "Contact\n",
      "WALL·E\n",
      "*batteries not included\n",
      "The Right Stuff\n",
      "The Theory of Everything\n",
      "The World's Fastest Indian\n",
      "Toy Story 3\n",
      "Star Wars: Episode IV - A New Hope\n",
      "Aliens of the Deep\n",
      "The Secret Life of Walter Mitty\n",
      "Back to the Future\n",
      "Phenomenon\n",
      "Real Steel\n",
      "Toy Story 2\n",
      "Inception\n"
     ]
    }
   ],
   "source": [
    "# history of movies the user watched and liked\n",
    "user_movies = ['Money Train', 'Good Will Hunting', 'Gravity', 'Interstellar', 'Toy Story', 'Monsters, Inc.']\n",
    "\n",
    "# compute user vector as an average of movie vectors seen by that user\n",
    "user_movie_vector = np.zeros(shape = mv_tags_vectors.shape[1])\n",
    "for mv in user_movies:\n",
    "  mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values[0]  \n",
    "  user_movie_vector += mv_tags_vectors[mv_index]\n",
    "\n",
    "user_movie_vector /= len(user_movies)  \n",
    "\n",
    "# print(user_movie_vector)\n",
    "  \n",
    "#  find movies similar to user vector to generate movie recommendations\n",
    "\n",
    "print('Movie Recommendations:')\n",
    "\n",
    "sims = model.docvecs.most_similar(positive = [user_movie_vector], topn = 30)\n",
    "\n",
    "for i, j in sims:\n",
    "  movie_sim = mv_tags_list.loc[int(i), \"title\"].strip()\n",
    "  if movie_sim not in user_movies:\n",
    "    print(movie_sim)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "c17cb15f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Money Train (Genres: Action | Thriller | Comedy | Drama | Crime)\n",
      "Good Will Hunting (Genres: Drama | Romance)\n",
      "Gravity (Genres: Action | Sci-Fi | IMAX)\n",
      "Interstellar (Genres: Sci-Fi | IMAX)\n",
      "Toy Story (Genres: Animation | Children | Adventure | Comedy | Fantasy)\n",
      "\n",
      "Genres in User's Watchlist by Frequency (Descending Order):\n",
      "Action: 2\n",
      "Sci-Fi: 2\n",
      "IMAX: 2\n",
      "Comedy: 2\n",
      "Drama: 2\n",
      "Thriller: 1\n",
      "Animation: 1\n",
      "Children: 1\n",
      "Adventure: 1\n",
      "Fantasy: 1\n",
      "Crime: 1\n",
      "Romance: 1\n",
      "\n",
      "Movie Recommendations with Intersecting Genres:\n",
      "Cast Away (Genres: Drama)\n",
      "Close Encounters of the Third Kind (Genres: Adventure | Sci-Fi | Drama)\n",
      "Gattaca (Genres: Thriller | Sci-Fi | Drama)\n",
      "Star Trek: First Contact (Genres: Action | Adventure | Sci-Fi | Thriller)\n",
      "Rush (Genres: Action | Drama)\n",
      "The Curious Case of Benjamin Button (Genres: Fantasy | Drama | Romance)\n",
      "Contact (Genres: Sci-Fi | Drama)\n",
      "The Theory of Everything (Genres: Drama | Romance)\n"
     ]
    }
   ],
   "source": [
    "from collections import Counter\n",
    "\n",
    "# History of movies the user watched and liked\n",
    "user_movies = ['Money Train', 'Good Will Hunting', 'Gravity', 'Interstellar', 'Toy Story', 'Monsters, Inc']\n",
    "\n",
    "# Create a dictionary to map movies to their genres\n",
    "movie_to_genres = {}\n",
    "for index, row in mv_tags_list.iterrows():\n",
    "    movie_to_genres[row['title']] = set(mv_title[mv_title['movieId'] == row['movieId']]['genres'].values[0].split('|'))\n",
    "\n",
    "# Create a list of all genres in the user's watchlist\n",
    "user_watchlist_genres = []\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        genres = movie_to_genres[mv]\n",
    "        user_watchlist_genres.extend(genres)\n",
    "        print(f\"{mv} (Genres: {' | '.join(genres)})\")\n",
    "\n",
    "# Count the frequency of each genre in the user's watchlist\n",
    "genre_counts = Counter(user_watchlist_genres)\n",
    "\n",
    "# Create a set of unique genres for accurate counting\n",
    "unique_genres = set(user_watchlist_genres)\n",
    "\n",
    "# Sort genres by frequency in descending order\n",
    "sorted_genres = sorted(unique_genres, key=lambda genre: genre_counts[genre], reverse=True)\n",
    "\n",
    "# Print genres in descending order of frequency\n",
    "print('\\nGenres in User\\'s Watchlist by Frequency (Descending Order):')\n",
    "for genre in sorted_genres:\n",
    "    count = genre_counts[genre]\n",
    "    print(f\"{genre}: {count}\")\n",
    "\n",
    "# Compute user vector as an average of movie vectors seen by that user\n",
    "user_movie_vector = np.zeros(shape=mv_tags_vectors.shape[1])\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        mv_genres = movie_to_genres[mv]\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            user_movie_vector += mv_tags_vectors[mv_index]\n",
    "\n",
    "user_movie_vector /= len(user_movies)\n",
    "\n",
    "# Find movies similar to user vector to generate movie recommendations\n",
    "print('\\nMovie Recommendations with Intersecting Genres:')\n",
    "sims = model.docvecs.most_similar(positive=[user_movie_vector], topn=0)\n",
    "for i, j in sims:\n",
    "    movie_sim = mv_tags_list.loc[int(i), \"title\"].strip()\n",
    "    if movie_sim not in user_movies:\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == movie_sim].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            if mv_index in mv_tags_list.index:\n",
    "                movie_genres = movie_to_genres.get(movie_sim, set())\n",
    "                intersecting_genres = set(user_watchlist_genres).intersection(movie_genres)\n",
    "                if intersecting_genres:\n",
    "                    print(f\"{movie_sim} (Genres: {' | '.join(intersecting_genres)})\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "55b44a16",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Money Train (Genres: Action | Thriller | Comedy | Drama | Crime\n",
      "Good Will Hunting (Genres: Drama | Romance\n",
      "Gravity (Genres: Action | Sci-Fi | IMAX\n",
      "Interstellar (Genres: Sci-Fi | IMAX\n",
      "Toy Story (Genres: Animation | Children | Adventure | Comedy | Fantasy\n",
      "\n",
      "Genres in User's Watchlist by Frequency (Descending Order):\n",
      "Action: 2\n",
      "Sci-Fi: 2\n",
      "IMAX: 2\n",
      "Comedy: 2\n",
      "Drama: 2\n",
      "Thriller: 1\n",
      "Animation: 1\n",
      "Children: 1\n",
      "Adventure: 1\n",
      "Fantasy: 1\n",
      "Crime: 1\n",
      "Romance: 1\n",
      "\n",
      "Movie Recommendations with Intersecting Genres:\n",
      "Cast Away (Genres: Drama)\n",
      "Movie ID: 4022\n",
      "Close Encounters of the Third Kind (Genres: Adventure | Sci-Fi | Drama)\n",
      "Movie ID: 3471\n",
      "Gattaca (Genres: Thriller | Sci-Fi | Drama)\n",
      "Movie ID: 1653\n",
      "Star Trek: First Contact (Genres: Action | Adventure | Sci-Fi | Thriller)\n",
      "Movie ID: 1356\n",
      "Rush (Genres: Action | Drama)\n",
      "Movie ID: 104913\n",
      "The Curious Case of Benjamin Button (Genres: Fantasy | Drama | Romance)\n",
      "Movie ID: 64957\n",
      "Contact (Genres: Sci-Fi | Drama)\n",
      "Movie ID: 1584\n",
      "The Theory of Everything (Genres: Drama | Romance)\n",
      "Movie ID: 117176\n"
     ]
    }
   ],
   "source": [
    "from collections import Counter\n",
    "\n",
    "# History of movies the user watched and liked\n",
    "user_movies = ['Money Train', 'Good Will Hunting', 'Gravity', 'Interstellar', 'Toy Story', 'Monsters, Inc']\n",
    "\n",
    "# Create a dictionary to map movies to their genres\n",
    "movie_to_genres = {}\n",
    "for index, row in mv_tags_list.iterrows():\n",
    "    movie_to_genres[row['title']] = set(mv_title[mv_title['movieId'] == row['movieId']]['genres'].values[0].split('|'))\n",
    "\n",
    "# Create a list of all genres in the user's watchlist\n",
    "user_watchlist_genres = []\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        genres = movie_to_genres[mv]\n",
    "        user_watchlist_genres.extend(genres)\n",
    "        print(f\"{mv} (Genres: {' | '.join(genres)}\")\n",
    "\n",
    "# Count the frequency of each genre in the user's watchlist\n",
    "genre_counts = Counter(user_watchlist_genres)\n",
    "\n",
    "# Create a set of unique genres for accurate counting\n",
    "unique_genres = set(user_watchlist_genres)\n",
    "\n",
    "# Sort genres by frequency in descending order\n",
    "sorted_genres = sorted(unique_genres, key=lambda genre: genre_counts[genre], reverse=True)\n",
    "\n",
    "# Print genres in descending order of frequency\n",
    "print('\\nGenres in User\\'s Watchlist by Frequency (Descending Order):')\n",
    "for genre in sorted_genres:\n",
    "    count = genre_counts[genre]\n",
    "    print(f\"{genre}: {count}\")\n",
    "\n",
    "# Compute user vector as an average of movie vectors seen by that user\n",
    "user_movie_vector = np.zeros(shape=mv_tags_vectors.shape[1])\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        mv_genres = movie_to_genres[mv]\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            user_movie_vector += mv_tags_vectors[mv_index]\n",
    "\n",
    "user_movie_vector /= len(user_movies)\n",
    "\n",
    "# Find movies similar to user vector to generate movie recommendations\n",
    "print('\\nMovie Recommendations with Intersecting Genres:')\n",
    "sims = model.docvecs.most_similar(positive=[user_movie_vector], topn=10)  # Change topn to 10\n",
    "for i, j in sims:\n",
    "    movie_sim = mv_tags_list.loc[int(i), \"title\"].strip()\n",
    "    if movie_sim not in user_movies:\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == movie_sim].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            if mv_index in mv_tags_list.index:\n",
    "                movie_genres = movie_to_genres.get(movie_sim, set())\n",
    "                intersecting_genres = set(user_watchlist_genres).intersection(movie_genres)\n",
    "                if intersecting_genres:\n",
    "                    movie_id = mv_tags_list.loc[int(i), \"movieId\"]\n",
    "                    print(f\"{movie_sim} (Genres: {' | '.join(intersecting_genres)})\")\n",
    "                    print(f\"Movie ID: {movie_id}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "a2fc3972",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Money Train (Genres: Action | Thriller | Comedy | Drama | Crime)\n",
      "Good Will Hunting (Genres: Drama | Romance)\n",
      "Gravity (Genres: Action | Sci-Fi | IMAX)\n",
      "Interstellar (Genres: Sci-Fi | IMAX)\n",
      "Toy Story (Genres: Animation | Children | Adventure | Comedy | Fantasy)\n",
      "\n",
      "Genres in User's Watchlist by Frequency (Descending Order):\n",
      "Action: 2\n",
      "Sci-Fi: 2\n",
      "IMAX: 2\n",
      "Comedy: 2\n",
      "Drama: 2\n",
      "Thriller: 1\n",
      "Animation: 1\n",
      "Children: 1\n",
      "Adventure: 1\n",
      "Fantasy: 1\n",
      "Crime: 1\n",
      "Romance: 1\n",
      "\n",
      "Movie Recommendations with Intersecting Genres:\n",
      "Cast Away is of Genre: Drama with a Movie ID: 4022\n",
      "The movie 'Cast Away' was recommended for you because 'Drama' is the most watched genre.\n"
     ]
    }
   ],
   "source": [
    "from collections import Counter\n",
    "\n",
    "# History of movies the user watched and liked\n",
    "user_movies = ['Money Train', 'Good Will Hunting', 'Gravity', 'Interstellar', 'Toy Story', 'Monsters, Inc']\n",
    "\n",
    "# Create a dictionary to map movies to their genres\n",
    "movie_to_genres = {}\n",
    "for index, row in mv_tags_list.iterrows():\n",
    "    movie_to_genres[row['title']] = set(mv_title[mv_title['movieId'] == row['movieId']]['genres'].values[0].split('|'))\n",
    "\n",
    "# Create a list of all genres in the user's watchlist\n",
    "user_watchlist_genres = []\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        genres = movie_to_genres[mv]\n",
    "        user_watchlist_genres.extend(genres)\n",
    "        print(f\"{mv} (Genres: {' | '.join(genres)})\")\n",
    "\n",
    "# Count the frequency of each genre in the user's watchlist\n",
    "genre_counts = Counter(user_watchlist_genres)\n",
    "\n",
    "# Create a set of unique genres for accurate counting\n",
    "unique_genres = set(user_watchlist_genres)\n",
    "\n",
    "# Sort genres by frequency in descending order\n",
    "sorted_genres = sorted(unique_genres, key=lambda genre: genre_counts[genre], reverse=True)\n",
    "\n",
    "# Print genres in descending order of frequency\n",
    "print('\\nGenres in User\\'s Watchlist by Frequency (Descending Order):')\n",
    "for genre in sorted_genres:\n",
    "    count = genre_counts[genre]\n",
    "    print(f\"{genre}: {count}\")\n",
    "\n",
    "# Compute user vector as an average of movie vectors seen by that user\n",
    "user_movie_vector = np.zeros(shape=mv_tags_vectors.shape[1])\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        mv_genres = movie_to_genres[mv]\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            user_movie_vector += mv_tags_vectors[mv_index]\n",
    "\n",
    "user_movie_vector /= len(user_movies)\n",
    "\n",
    "# Find movies similar to user vector to generate movie recommendations\n",
    "print('\\nMovie Recommendations with Intersecting Genres:')\n",
    "sims = model.docvecs.most_similar(positive=[user_movie_vector], topn=10)\n",
    "for i, j in sims:\n",
    "    movie_sim = mv_tags_list.loc[int(i), \"title\"].strip()\n",
    "    if movie_sim not in user_movies:\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == movie_sim].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            if mv_index in mv_tags_list.index:\n",
    "                movie_genres = movie_to_genres.get(movie_sim, set())\n",
    "                intersecting_genres = set(user_watchlist_genres).intersection(movie_genres)\n",
    "                if intersecting_genres:\n",
    "                    movie_id = mv_tags_list.loc[int(i), \"movieId\"]\n",
    "                    print(f\"{movie_sim} is of Genre: {' | '.join(intersecting_genres)} with a Movie ID: {movie_id}\")\n",
    "                    # Print the first recommended movie and its genre\n",
    "                    first_recommendation = movie_sim\n",
    "                    first_recommendation_genre = ', '.join(intersecting_genres)\n",
    "                    print(f\"The movie '{first_recommendation}' was recommended for you because '{first_recommendation_genre}' is the most watched genre.\")\n",
    "                    break  # Stop after the first recommendation\n",
    "                    #add return method {movieid, genre}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "6524dc03",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Money Train (Genres: Action | Thriller | Comedy | Drama | Crime)\n",
      "Good Will Hunting (Genres: Drama | Romance)\n",
      "Gravity (Genres: Action | Sci-Fi | IMAX)\n",
      "Interstellar (Genres: Sci-Fi | IMAX)\n",
      "Toy Story (Genres: Animation | Children | Adventure | Comedy | Fantasy)\n",
      "\n",
      "Genres in User's Watchlist by Frequency (Descending Order):\n",
      "Action: 2\n",
      "Sci-Fi: 2\n",
      "IMAX: 2\n",
      "Comedy: 2\n",
      "Drama: 2\n",
      "Thriller: 1\n",
      "Animation: 1\n",
      "Children: 1\n",
      "Adventure: 1\n",
      "Fantasy: 1\n",
      "Crime: 1\n",
      "Romance: 1\n",
      "\n",
      "Movie Recommendations with Intersecting Genres:\n",
      "Cast Away is of Genre: Drama with a Movie ID: 4022\n",
      "Close Encounters of the Third Kind is of Genre: Adventure | Sci-Fi | Drama with a Movie ID: 3471\n",
      "Gattaca is of Genre: Thriller | Sci-Fi | Drama with a Movie ID: 1653\n",
      "Star Trek: First Contact is of Genre: Action | Adventure | Sci-Fi | Thriller with a Movie ID: 1356\n",
      "Rush is of Genre: Action | Drama with a Movie ID: 104913\n",
      "The Curious Case of Benjamin Button is of Genre: Fantasy | Drama | Romance with a Movie ID: 64957\n",
      "Contact is of Genre: Sci-Fi | Drama with a Movie ID: 1584\n",
      "The Theory of Everything is of Genre: Drama | Romance with a Movie ID: 117176\n",
      "The movie '4022' was recommended for you because 'Drama' is the most watched genre.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[{'movieId': 4022, 'genre': 'Drama'},\n",
       " {'movieId': 3471, 'genre': 'Adventure, Sci-Fi, Drama'},\n",
       " {'movieId': 1653, 'genre': 'Thriller, Sci-Fi, Drama'},\n",
       " {'movieId': 1356, 'genre': 'Action, Adventure, Sci-Fi, Thriller'},\n",
       " {'movieId': 104913, 'genre': 'Action, Drama'},\n",
       " {'movieId': 64957, 'genre': 'Fantasy, Drama, Romance'},\n",
       " {'movieId': 1584, 'genre': 'Sci-Fi, Drama'},\n",
       " {'movieId': 117176, 'genre': 'Drama, Romance'}]"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from collections import Counter\n",
    "\n",
    "# History of movies the user watched and liked\n",
    "user_movies = ['Money Train', 'Good Will Hunting', 'Gravity', 'Interstellar', 'Toy Story', 'Monsters, Inc']\n",
    "\n",
    "# Create a dictionary to map movies to their genres\n",
    "movie_to_genres = {}\n",
    "for index, row in mv_tags_list.iterrows():\n",
    "    movie_to_genres[row['title']] = set(mv_title[mv_title['movieId'] == row['movieId']]['genres'].values[0].split('|'))\n",
    "\n",
    "# Create a list of all genres in the user's watchlist\n",
    "user_watchlist_genres = []\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        genres = movie_to_genres[mv]\n",
    "        user_watchlist_genres.extend(genres)\n",
    "        print(f\"{mv} (Genres: {' | '.join(genres)})\")\n",
    "\n",
    "# Count the frequency of each genre in the user's watchlist\n",
    "genre_counts = Counter(user_watchlist_genres)\n",
    "\n",
    "# Create a set of unique genres for accurate counting\n",
    "unique_genres = set(user_watchlist_genres)\n",
    "\n",
    "# Sort genres by frequency in descending order\n",
    "sorted_genres = sorted(unique_genres, key=lambda genre: genre_counts[genre], reverse=True)\n",
    "\n",
    "# Print genres in descending order of frequency\n",
    "print('\\nGenres in User\\'s Watchlist by Frequency (Descending Order):')\n",
    "for genre in sorted_genres:\n",
    "    count = genre_counts[genre]\n",
    "    print(f\"{genre}: {count}\")\n",
    "\n",
    "# Compute user vector as an average of movie vectors seen by that user\n",
    "user_movie_vector = np.zeros(shape=mv_tags_vectors.shape[1])\n",
    "for mv in user_movies:\n",
    "    if mv in movie_to_genres:\n",
    "        mv_genres = movie_to_genres[mv]\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == mv].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            user_movie_vector += mv_tags_vectors[mv_index]\n",
    "\n",
    "user_movie_vector /= len(user_movies)\n",
    "\n",
    "# Find movies similar to user vector to generate movie recommendations\n",
    "print('\\nMovie Recommendations with Intersecting Genres:')\n",
    "recommendations = []\n",
    "sims = model.docvecs.most_similar(positive=[user_movie_vector], topn=10)\n",
    "for i, j in sims:\n",
    "    movie_sim = mv_tags_list.loc[int(i), \"title\"].strip()\n",
    "    if movie_sim not in user_movies:\n",
    "        mv_index = mv_tags_list[mv_tags_list[\"title\"] == movie_sim].index.values\n",
    "        if len(mv_index) > 0:\n",
    "            mv_index = mv_index[0]\n",
    "            if mv_index in mv_tags_list.index:\n",
    "                movie_genres = movie_to_genres.get(movie_sim, set())\n",
    "                intersecting_genres = set(user_watchlist_genres).intersection(movie_genres)\n",
    "                if intersecting_genres:\n",
    "                    movie_id = mv_tags_list.loc[int(i), \"movieId\"]\n",
    "                    recommendations.append({\"movieId\": movie_id, \"genre\": ', '.join(intersecting_genres)})\n",
    "                    print(f\"{movie_sim} is of Genre: {' | '.join(intersecting_genres)} with a Movie ID: {movie_id}\")\n",
    "\n",
    "# Print the first recommended movie and its genre\n",
    "if recommendations:\n",
    "    first_recommendation = recommendations[0]\n",
    "    print(f\"The movie '{first_recommendation['movieId']}' was recommended for you because '{first_recommendation['genre']}' is the most watched genre.\")\n",
    "\n",
    "# Return the list of recommendations\n",
    "recommendations\n"
   ]
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