Data Analysis (Pandas CaseStudy  6).ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5f0d3178",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import seaborn as sb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5159cd5e",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = pd.read_csv('Movie.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "bce41895",
   "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>Rank</th>\n",
       "      <th>Title</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Description</th>\n",
       "      <th>Director</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Year</th>\n",
       "      <th>Runtime (Minutes)</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>Revenue (Millions)</th>\n",
       "      <th>Metascore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A group of intergalactic criminals are forced ...</td>\n",
       "      <td>James Gunn</td>\n",
       "      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...</td>\n",
       "      <td>2014</td>\n",
       "      <td>121</td>\n",
       "      <td>8.1</td>\n",
       "      <td>757074</td>\n",
       "      <td>333.13</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>Prometheus</td>\n",
       "      <td>Adventure,Mystery,Sci-Fi</td>\n",
       "      <td>Following clues to the origin of mankind, a te...</td>\n",
       "      <td>Ridley Scott</td>\n",
       "      <td>Noomi Rapace, Logan Marshall-Green, Michael Fa...</td>\n",
       "      <td>2012</td>\n",
       "      <td>124</td>\n",
       "      <td>7.0</td>\n",
       "      <td>485820</td>\n",
       "      <td>126.46</td>\n",
       "      <td>65.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Split</td>\n",
       "      <td>Horror,Thriller</td>\n",
       "      <td>Three girls are kidnapped by a man with a diag...</td>\n",
       "      <td>M. Night Shyamalan</td>\n",
       "      <td>James McAvoy, Anya Taylor-Joy, Haley Lu Richar...</td>\n",
       "      <td>2016</td>\n",
       "      <td>117</td>\n",
       "      <td>7.3</td>\n",
       "      <td>157606</td>\n",
       "      <td>138.12</td>\n",
       "      <td>62.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>Sing</td>\n",
       "      <td>Animation,Comedy,Family</td>\n",
       "      <td>In a city of humanoid animals, a hustling thea...</td>\n",
       "      <td>Christophe Lourdelet</td>\n",
       "      <td>Matthew McConaughey,Reese Witherspoon, Seth Ma...</td>\n",
       "      <td>2016</td>\n",
       "      <td>108</td>\n",
       "      <td>7.2</td>\n",
       "      <td>60545</td>\n",
       "      <td>270.32</td>\n",
       "      <td>59.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>Suicide Squad</td>\n",
       "      <td>Action,Adventure,Fantasy</td>\n",
       "      <td>A secret government agency recruits some of th...</td>\n",
       "      <td>David Ayer</td>\n",
       "      <td>Will Smith, Jared Leto, Margot Robbie, Viola D...</td>\n",
       "      <td>2016</td>\n",
       "      <td>123</td>\n",
       "      <td>6.2</td>\n",
       "      <td>393727</td>\n",
       "      <td>325.02</td>\n",
       "      <td>40.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Rank                    Title                     Genre  \\\n",
       "0     1  Guardians of the Galaxy   Action,Adventure,Sci-Fi   \n",
       "1     2               Prometheus  Adventure,Mystery,Sci-Fi   \n",
       "2     3                    Split           Horror,Thriller   \n",
       "3     4                     Sing   Animation,Comedy,Family   \n",
       "4     5            Suicide Squad  Action,Adventure,Fantasy   \n",
       "\n",
       "                                         Description              Director  \\\n",
       "0  A group of intergalactic criminals are forced ...            James Gunn   \n",
       "1  Following clues to the origin of mankind, a te...          Ridley Scott   \n",
       "2  Three girls are kidnapped by a man with a diag...    M. Night Shyamalan   \n",
       "3  In a city of humanoid animals, a hustling thea...  Christophe Lourdelet   \n",
       "4  A secret government agency recruits some of th...            David Ayer   \n",
       "\n",
       "                                              Actors  Year  Runtime (Minutes)  \\\n",
       "0  Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...  2014                121   \n",
       "1  Noomi Rapace, Logan Marshall-Green, Michael Fa...  2012                124   \n",
       "2  James McAvoy, Anya Taylor-Joy, Haley Lu Richar...  2016                117   \n",
       "3  Matthew McConaughey,Reese Witherspoon, Seth Ma...  2016                108   \n",
       "4  Will Smith, Jared Leto, Margot Robbie, Viola D...  2016                123   \n",
       "\n",
       "   Rating   Votes  Revenue (Millions)  Metascore  \n",
       "0     8.1  757074              333.13       76.0  \n",
       "1     7.0  485820              126.46       65.0  \n",
       "2     7.3  157606              138.12       62.0  \n",
       "3     7.2   60545              270.32       59.0  \n",
       "4     6.2  393727              325.02       40.0  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2e287e7d",
   "metadata": {},
   "source": [
    "### to get number of rows and columns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35e40bbf",
   "metadata": {},
   "source": [
    "### Get all the column name of this dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7ca0cc4c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Rank', 'Title', 'Genre', 'Description', 'Director', 'Actors', 'Year',\n",
       "       'Runtime (Minutes)', 'Rating', 'Votes', 'Revenue (Millions)',\n",
       "       'Metascore'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8665430e",
   "metadata": {},
   "source": [
    "### To get the attribute name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "76045a31",
   "metadata": {},
   "outputs": [],
   "source": [
    "data.rename(columns = {'Runtime (Minutes)':'runtime_mins','Revenue (Millions)' : 'revenue_millions'}, inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f74e0fe9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Rank', 'Title', 'Genre', 'Description', 'Director', 'Actors', 'Year',\n",
       "       'runtime_mins', 'Rating', 'Votes', 'revenue_millions', 'Metascore'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.columns"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a081df7e",
   "metadata": {},
   "source": [
    "### get all the types of the attributes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c2a2fae1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Rank                  int64\n",
       "Title                object\n",
       "Genre                object\n",
       "Description          object\n",
       "Director             object\n",
       "Actors               object\n",
       "Year                  int64\n",
       "runtime_mins          int64\n",
       "Rating              float64\n",
       "Votes                 int64\n",
       "revenue_millions    float64\n",
       "Metascore           float64\n",
       "dtype: object"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.dtypes"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1d7fde1",
   "metadata": {},
   "source": [
    "### check for missing values in the dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "98be3cef",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Is there any missing value:  True\n"
     ]
    }
   ],
   "source": [
    "print(\"Is there any missing value: \",data.isnull().values.any())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "aebaf521",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Rank                  0\n",
       "Title                 0\n",
       "Genre                 0\n",
       "Description           0\n",
       "Director              0\n",
       "Actors                0\n",
       "Year                  0\n",
       "runtime_mins          0\n",
       "Rating                0\n",
       "Votes                 0\n",
       "revenue_millions    128\n",
       "Metascore            64\n",
       "dtype: int64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.isnull().sum() # 2 attributes contain missing values in it"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a0969d8",
   "metadata": {},
   "source": [
    "### Let's visualize the missing value "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "9c692d4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sb\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "aa375578",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sb.heatmap(data.isnull())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4b70aaf",
   "metadata": {},
   "source": [
    "### To get the missing value in percentage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "a0efef17",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Rank                 0.0\n",
       "Title                0.0\n",
       "Genre                0.0\n",
       "Description          0.0\n",
       "Director             0.0\n",
       "Actors               0.0\n",
       "Year                 0.0\n",
       "runtime_mins         0.0\n",
       "Rating               0.0\n",
       "Votes                0.0\n",
       "revenue_millions    12.8\n",
       "Metascore            6.4\n",
       "dtype: float64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "missing_percent = data.isnull().sum() * 100 / len(data)\n",
    "missing_percent"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93463d00",
   "metadata": {},
   "source": [
    "### to drop the rows which contain missing values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "caee5940",
   "metadata": {},
   "outputs": [],
   "source": [
    "data.dropna(axis = 0, inplace =True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1cb43903",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Rank                0\n",
       "Title               0\n",
       "Genre               0\n",
       "Description         0\n",
       "Director            0\n",
       "Actors              0\n",
       "Year                0\n",
       "runtime_mins        0\n",
       "Rating              0\n",
       "Votes               0\n",
       "revenue_millions    0\n",
       "Metascore           0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.isnull().sum()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6c0413a",
   "metadata": {},
   "source": [
    "### get the details of any particular movie like(10 th)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "6222c272",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Rank                                                                1\n",
       "Title                                         Guardians of the Galaxy\n",
       "Genre                                         Action,Adventure,Sci-Fi\n",
       "Description         A group of intergalactic criminals are forced ...\n",
       "Director                                                   James Gunn\n",
       "Actors              Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...\n",
       "Year                                                             2014\n",
       "runtime_mins                                                      121\n",
       "Rating                                                            8.1\n",
       "Votes                                                          757074\n",
       "revenue_millions                                               333.13\n",
       "Metascore                                                        76.0\n",
       "Name: 0, dtype: object"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.iloc[0] # this is the 1st movie details"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "5d381ef9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Details of 10th Movie:  Rank                                                               11\n",
      "Title                         Fantastic Beasts and Where to Find Them\n",
      "Genre                                        Adventure,Family,Fantasy\n",
      "Description         The adventures of writer Newt Scamander in New...\n",
      "Director                                                  David Yates\n",
      "Actors              Eddie Redmayne, Katherine Waterston, Alison Su...\n",
      "Year                                                             2016\n",
      "runtime_mins                                                      133\n",
      "Rating                                                            7.5\n",
      "Votes                                                          232072\n",
      "revenue_millions                                               234.02\n",
      "Metascore                                                        66.0\n",
      "Name: 10, dtype: object\n"
     ]
    }
   ],
   "source": [
    "tenth_movie = data.iloc[9]\n",
    "print(\"Details of 10th Movie: \",tenth_movie)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9024bf9",
   "metadata": {},
   "source": [
    "### Which movie has earn maximum revenue"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "c6ecb6cf",
   "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>Title</th>\n",
       "      <th>revenue_millions</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Star Wars: Episode VII - The Force Awakens</td>\n",
       "      <td>936.63</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         Title  revenue_millions\n",
       "50  Star Wars: Episode VII - The Force Awakens            936.63"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','revenue_millions']][data['revenue_millions'] == data['revenue_millions'].max()]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3acd6fa7",
   "metadata": {},
   "source": [
    "### Which movie has earn minimum revenue"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "9a6f7c1c",
   "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>Title</th>\n",
       "      <th>revenue_millions</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>A Kind of Murder</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                Title  revenue_millions\n",
       "231  A Kind of Murder               0.0"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','revenue_millions']][data['revenue_millions'] == data['revenue_millions'].min()]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6526341",
   "metadata": {},
   "source": [
    "### Which all movies release in 2014"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "663af5f5",
   "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>Title</th>\n",
       "      <th>Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Interstellar</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>John Wick</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Kingsman: The Secret Service</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Gone Girl</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>955</th>\n",
       "      <td>That Awkward Moment</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>958</th>\n",
       "      <td>3 Days to Kill</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>981</th>\n",
       "      <td>Annie</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>983</th>\n",
       "      <td>Let's Be Cops</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>987</th>\n",
       "      <td>Endless Love</td>\n",
       "      <td>2014</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>93 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                            Title  Year\n",
       "0         Guardians of the Galaxy  2014\n",
       "36                   Interstellar  2014\n",
       "53                      John Wick  2014\n",
       "65   Kingsman: The Secret Service  2014\n",
       "83                      Gone Girl  2014\n",
       "..                            ...   ...\n",
       "955           That Awkward Moment  2014\n",
       "958                3 Days to Kill  2014\n",
       "981                         Annie  2014\n",
       "983                 Let's Be Cops  2014\n",
       "987                  Endless Love  2014\n",
       "\n",
       "[93 rows x 2 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d1 = data[['Title','Year']]\n",
    "result = d1[d1['Year'] == 2014]\n",
    "result"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "529caf72",
   "metadata": {},
   "source": [
    "### to get the movie name which has highest rating"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "5fe0e93c",
   "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>Title</th>\n",
       "      <th>Rating</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Title  Rating\n",
       "54  The Dark Knight     9.0"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','Rating']][data.Rating == data['Rating'].max()]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3baa300",
   "metadata": {},
   "source": [
    "### to get the movie name which has lowest rating"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "db69b829",
   "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>Title</th>\n",
       "      <th>Rating</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>829</th>\n",
       "      <td>Disaster Movie</td>\n",
       "      <td>1.9</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Title  Rating\n",
       "829  Disaster Movie     1.9"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','Rating']][data.Rating == data['Rating'].min()]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "24481faf",
   "metadata": {},
   "source": [
    "### To display the movie which has a rating of greater than 8"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "39cdf59f",
   "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>Rank</th>\n",
       "      <th>Title</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Description</th>\n",
       "      <th>Director</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Year</th>\n",
       "      <th>runtime_mins</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>revenue_millions</th>\n",
       "      <th>Metascore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A group of intergalactic criminals are forced ...</td>\n",
       "      <td>James Gunn</td>\n",
       "      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...</td>\n",
       "      <td>2014</td>\n",
       "      <td>121</td>\n",
       "      <td>8.1</td>\n",
       "      <td>757074</td>\n",
       "      <td>333.13</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>La La Land</td>\n",
       "      <td>Comedy,Drama,Music</td>\n",
       "      <td>A jazz pianist falls for an aspiring actress i...</td>\n",
       "      <td>Damien Chazelle</td>\n",
       "      <td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....</td>\n",
       "      <td>2016</td>\n",
       "      <td>128</td>\n",
       "      <td>8.3</td>\n",
       "      <td>258682</td>\n",
       "      <td>151.06</td>\n",
       "      <td>93.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>Hacksaw Ridge</td>\n",
       "      <td>Biography,Drama,History</td>\n",
       "      <td>WWII American Army Medic Desmond T. Doss, who ...</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>Andrew Garfield, Sam Worthington, Luke Bracey,...</td>\n",
       "      <td>2016</td>\n",
       "      <td>139</td>\n",
       "      <td>8.2</td>\n",
       "      <td>211760</td>\n",
       "      <td>67.12</td>\n",
       "      <td>71.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>Lion</td>\n",
       "      <td>Biography,Drama</td>\n",
       "      <td>A five-year-old Indian boy gets lost on the st...</td>\n",
       "      <td>Garth Davis</td>\n",
       "      <td>Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...</td>\n",
       "      <td>2016</td>\n",
       "      <td>118</td>\n",
       "      <td>8.1</td>\n",
       "      <td>102061</td>\n",
       "      <td>51.69</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>37</td>\n",
       "      <td>Interstellar</td>\n",
       "      <td>Adventure,Drama,Sci-Fi</td>\n",
       "      <td>A team of explorers travel through a wormhole ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Matthew McConaughey, Anne Hathaway, Jessica Ch...</td>\n",
       "      <td>2014</td>\n",
       "      <td>169</td>\n",
       "      <td>8.6</td>\n",
       "      <td>1047747</td>\n",
       "      <td>187.99</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>51</td>\n",
       "      <td>Star Wars: Episode VII - The Force Awakens</td>\n",
       "      <td>Action,Adventure,Fantasy</td>\n",
       "      <td>Three decades after the defeat of the Galactic...</td>\n",
       "      <td>J.J. Abrams</td>\n",
       "      <td>Daisy Ridley, John Boyega, Oscar Isaac, Domhna...</td>\n",
       "      <td>2015</td>\n",
       "      <td>136</td>\n",
       "      <td>8.1</td>\n",
       "      <td>661608</td>\n",
       "      <td>936.63</td>\n",
       "      <td>81.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>55</td>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>Action,Crime,Drama</td>\n",
       "      <td>When the menace known as the Joker wreaks havo...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Heath Ledger, Aaron Eckhart,Mi...</td>\n",
       "      <td>2008</td>\n",
       "      <td>152</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1791916</td>\n",
       "      <td>533.32</td>\n",
       "      <td>82.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>65</td>\n",
       "      <td>The Prestige</td>\n",
       "      <td>Drama,Mystery,Sci-Fi</td>\n",
       "      <td>Two stage magicians engage in competitive one-...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Hugh Jackman, Scarlett Johanss...</td>\n",
       "      <td>2006</td>\n",
       "      <td>130</td>\n",
       "      <td>8.5</td>\n",
       "      <td>913152</td>\n",
       "      <td>53.08</td>\n",
       "      <td>66.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>68</td>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A woman rebels against a tyrannical ruler in p...</td>\n",
       "      <td>George Miller</td>\n",
       "      <td>Tom Hardy, Charlize Theron, Nicholas Hoult, Zo...</td>\n",
       "      <td>2015</td>\n",
       "      <td>120</td>\n",
       "      <td>8.1</td>\n",
       "      <td>632842</td>\n",
       "      <td>153.63</td>\n",
       "      <td>90.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>Zootopia</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>In a city of anthropomorphic animals, a rookie...</td>\n",
       "      <td>Byron Howard</td>\n",
       "      <td>Ginnifer Goodwin, Jason Bateman, Idris Elba, J...</td>\n",
       "      <td>2016</td>\n",
       "      <td>108</td>\n",
       "      <td>8.1</td>\n",
       "      <td>296853</td>\n",
       "      <td>341.26</td>\n",
       "      <td>78.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>The Avengers</td>\n",
       "      <td>Action,Sci-Fi</td>\n",
       "      <td>Earth's mightiest heroes must come together an...</td>\n",
       "      <td>Joss Whedon</td>\n",
       "      <td>Robert Downey Jr., Chris Evans, Scarlett Johan...</td>\n",
       "      <td>2012</td>\n",
       "      <td>143</td>\n",
       "      <td>8.1</td>\n",
       "      <td>1045588</td>\n",
       "      <td>623.28</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>Adventure,Drama,War</td>\n",
       "      <td>In Nazi-occupied France during World War II, a...</td>\n",
       "      <td>Quentin Tarantino</td>\n",
       "      <td>Brad Pitt, Diane Kruger, Eli Roth,Mélanie Laurent</td>\n",
       "      <td>2009</td>\n",
       "      <td>153</td>\n",
       "      <td>8.3</td>\n",
       "      <td>959065</td>\n",
       "      <td>120.52</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>Inception</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A thief, who steals corporate secrets through ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...</td>\n",
       "      <td>2010</td>\n",
       "      <td>148</td>\n",
       "      <td>8.8</td>\n",
       "      <td>1583625</td>\n",
       "      <td>292.57</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>The Wolf of Wall Street</td>\n",
       "      <td>Biography,Comedy,Crime</td>\n",
       "      <td>Based on the true story of Jordan Belfort, fro...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...</td>\n",
       "      <td>2013</td>\n",
       "      <td>180</td>\n",
       "      <td>8.2</td>\n",
       "      <td>865134</td>\n",
       "      <td>116.87</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>Gone Girl</td>\n",
       "      <td>Crime,Drama,Mystery</td>\n",
       "      <td>With his wife's disappearance having become th...</td>\n",
       "      <td>David Fincher</td>\n",
       "      <td>Ben Affleck, Rosamund Pike, Neil Patrick Harri...</td>\n",
       "      <td>2014</td>\n",
       "      <td>149</td>\n",
       "      <td>8.1</td>\n",
       "      <td>636243</td>\n",
       "      <td>167.74</td>\n",
       "      <td>79.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>Prisoners</td>\n",
       "      <td>Crime,Drama,Mystery</td>\n",
       "      <td>When Keller Dover's daughter and her friend go...</td>\n",
       "      <td>Denis Villeneuve</td>\n",
       "      <td>Hugh Jackman, Jake Gyllenhaal, Viola Davis,Mel...</td>\n",
       "      <td>2013</td>\n",
       "      <td>153</td>\n",
       "      <td>8.1</td>\n",
       "      <td>431185</td>\n",
       "      <td>60.96</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>The Help</td>\n",
       "      <td>Drama</td>\n",
       "      <td>An aspiring author during the civil rights mov...</td>\n",
       "      <td>Tate Taylor</td>\n",
       "      <td>Emma Stone, Viola Davis, Octavia Spencer, Bryc...</td>\n",
       "      <td>2011</td>\n",
       "      <td>146</td>\n",
       "      <td>8.1</td>\n",
       "      <td>342429</td>\n",
       "      <td>169.71</td>\n",
       "      <td>62.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>Kimi no na wa</td>\n",
       "      <td>Animation,Drama,Fantasy</td>\n",
       "      <td>Two strangers find themselves linked in a biza...</td>\n",
       "      <td>Makoto Shinkai</td>\n",
       "      <td>Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari...</td>\n",
       "      <td>2016</td>\n",
       "      <td>106</td>\n",
       "      <td>8.6</td>\n",
       "      <td>34110</td>\n",
       "      <td>4.68</td>\n",
       "      <td>79.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>The Departed</td>\n",
       "      <td>Crime,Drama,Thriller</td>\n",
       "      <td>An undercover cop and a mole in the police att...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Matt Damon, Jack Nicholson,...</td>\n",
       "      <td>2006</td>\n",
       "      <td>151</td>\n",
       "      <td>8.5</td>\n",
       "      <td>937414</td>\n",
       "      <td>132.37</td>\n",
       "      <td>85.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>112</td>\n",
       "      <td>12 Years a Slave</td>\n",
       "      <td>Biography,Drama,History</td>\n",
       "      <td>In the antebellum United States, Solomon North...</td>\n",
       "      <td>Steve McQueen</td>\n",
       "      <td>Chiwetel Ejiofor, Michael Kenneth Williams, Mi...</td>\n",
       "      <td>2013</td>\n",
       "      <td>134</td>\n",
       "      <td>8.1</td>\n",
       "      <td>486338</td>\n",
       "      <td>56.67</td>\n",
       "      <td>96.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>115</td>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 2</td>\n",
       "      <td>Adventure,Drama,Fantasy</td>\n",
       "      <td>Harry, Ron and Hermione search for Voldemort's...</td>\n",
       "      <td>David Yates</td>\n",
       "      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, M...</td>\n",
       "      <td>2011</td>\n",
       "      <td>130</td>\n",
       "      <td>8.1</td>\n",
       "      <td>590595</td>\n",
       "      <td>380.96</td>\n",
       "      <td>87.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>125</td>\n",
       "      <td>The Dark Knight Rises</td>\n",
       "      <td>Action,Thriller</td>\n",
       "      <td>Eight years after the Joker's reign of anarchy...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Tom Hardy, Anne Hathaway,Gary ...</td>\n",
       "      <td>2012</td>\n",
       "      <td>164</td>\n",
       "      <td>8.5</td>\n",
       "      <td>1222645</td>\n",
       "      <td>448.13</td>\n",
       "      <td>78.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>134</td>\n",
       "      <td>Whiplash</td>\n",
       "      <td>Drama,Music</td>\n",
       "      <td>A promising young drummer enrolls at a cut-thr...</td>\n",
       "      <td>Damien Chazelle</td>\n",
       "      <td>Miles Teller, J.K. Simmons, Melissa Benoist, P...</td>\n",
       "      <td>2014</td>\n",
       "      <td>107</td>\n",
       "      <td>8.5</td>\n",
       "      <td>477276</td>\n",
       "      <td>13.09</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>137</td>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>Crime,Drama,Thriller</td>\n",
       "      <td>Violence and mayhem ensue after a hunter stumb...</td>\n",
       "      <td>Ethan Coen</td>\n",
       "      <td>Tommy Lee Jones, Javier Bardem, Josh Brolin, W...</td>\n",
       "      <td>2007</td>\n",
       "      <td>122</td>\n",
       "      <td>8.1</td>\n",
       "      <td>660286</td>\n",
       "      <td>74.27</td>\n",
       "      <td>91.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>139</td>\n",
       "      <td>Shutter Island</td>\n",
       "      <td>Mystery,Thriller</td>\n",
       "      <td>In 1954, a U.S. marshal investigates the disap...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Emily Mortimer, Mark Ruffal...</td>\n",
       "      <td>2010</td>\n",
       "      <td>138</td>\n",
       "      <td>8.1</td>\n",
       "      <td>855604</td>\n",
       "      <td>127.97</td>\n",
       "      <td>63.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>144</td>\n",
       "      <td>Room</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A young boy is raised within the confines of a...</td>\n",
       "      <td>Lenny Abrahamson</td>\n",
       "      <td>Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...</td>\n",
       "      <td>2015</td>\n",
       "      <td>118</td>\n",
       "      <td>8.2</td>\n",
       "      <td>224132</td>\n",
       "      <td>14.68</td>\n",
       "      <td>86.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>145</td>\n",
       "      <td>Django Unchained</td>\n",
       "      <td>Drama,Western</td>\n",
       "      <td>With the help of a German bounty hunter , a fr...</td>\n",
       "      <td>Quentin Tarantino</td>\n",
       "      <td>Jamie Foxx, Christoph Waltz, Leonardo DiCaprio...</td>\n",
       "      <td>2012</td>\n",
       "      <td>165</td>\n",
       "      <td>8.4</td>\n",
       "      <td>1039115</td>\n",
       "      <td>162.80</td>\n",
       "      <td>81.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>146</td>\n",
       "      <td>Ah-ga-ssi</td>\n",
       "      <td>Drama,Mystery,Romance</td>\n",
       "      <td>A woman is hired as a handmaiden to a Japanese...</td>\n",
       "      <td>Chan-wook Park</td>\n",
       "      <td>Min-hee Kim, Jung-woo Ha, Jin-woong Jo, So-ri ...</td>\n",
       "      <td>2016</td>\n",
       "      <td>144</td>\n",
       "      <td>8.1</td>\n",
       "      <td>33418</td>\n",
       "      <td>2.01</td>\n",
       "      <td>84.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>193</td>\n",
       "      <td>Spotlight</td>\n",
       "      <td>Crime,Drama,History</td>\n",
       "      <td>The true story of how the Boston Globe uncover...</td>\n",
       "      <td>Tom McCarthy</td>\n",
       "      <td>Mark Ruffalo, Michael Keaton, Rachel McAdams, ...</td>\n",
       "      <td>2015</td>\n",
       "      <td>128</td>\n",
       "      <td>8.1</td>\n",
       "      <td>268282</td>\n",
       "      <td>44.99</td>\n",
       "      <td>93.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>195</td>\n",
       "      <td>Warrior</td>\n",
       "      <td>Action,Drama,Sport</td>\n",
       "      <td>The youngest son of an alcoholic former boxer ...</td>\n",
       "      <td>Gavin O'Connor</td>\n",
       "      <td>Tom Hardy, Nick Nolte, Joel Edgerton, Jennifer...</td>\n",
       "      <td>2011</td>\n",
       "      <td>140</td>\n",
       "      <td>8.2</td>\n",
       "      <td>355722</td>\n",
       "      <td>13.65</td>\n",
       "      <td>71.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>198</td>\n",
       "      <td>Into the Wild</td>\n",
       "      <td>Adventure,Biography,Drama</td>\n",
       "      <td>After graduating from Emory University, top st...</td>\n",
       "      <td>Sean Penn</td>\n",
       "      <td>Emile Hirsch, Vince Vaughn, Catherine Keener, ...</td>\n",
       "      <td>2007</td>\n",
       "      <td>148</td>\n",
       "      <td>8.1</td>\n",
       "      <td>459304</td>\n",
       "      <td>18.35</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>199</td>\n",
       "      <td>The Imitation Game</td>\n",
       "      <td>Biography,Drama,Thriller</td>\n",
       "      <td>During World War II, mathematician Alan Turing...</td>\n",
       "      <td>Morten Tyldum</td>\n",
       "      <td>Benedict Cumberbatch, Keira Knightley, Matthew...</td>\n",
       "      <td>2014</td>\n",
       "      <td>114</td>\n",
       "      <td>8.1</td>\n",
       "      <td>532353</td>\n",
       "      <td>91.12</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>231</td>\n",
       "      <td>Pan's Labyrinth</td>\n",
       "      <td>Drama,Fantasy,War</td>\n",
       "      <td>In the falangist Spain of 1944, the bookish yo...</td>\n",
       "      <td>Guillermo del Toro</td>\n",
       "      <td>Ivana Baquero, Ariadna Gil, Sergi López,Maribe...</td>\n",
       "      <td>2006</td>\n",
       "      <td>118</td>\n",
       "      <td>8.2</td>\n",
       "      <td>498879</td>\n",
       "      <td>37.62</td>\n",
       "      <td>98.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>239</td>\n",
       "      <td>The Grand Budapest Hotel</td>\n",
       "      <td>Adventure,Comedy,Drama</td>\n",
       "      <td>The adventures of Gustave H, a legendary conci...</td>\n",
       "      <td>Wes Anderson</td>\n",
       "      <td>Ralph Fiennes, F. Murray Abraham, Mathieu Amal...</td>\n",
       "      <td>2014</td>\n",
       "      <td>99</td>\n",
       "      <td>8.1</td>\n",
       "      <td>530881</td>\n",
       "      <td>59.07</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>242</td>\n",
       "      <td>Inside Out</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>After young Riley is uprooted from her Midwest...</td>\n",
       "      <td>Pete Docter</td>\n",
       "      <td>Amy Poehler, Bill Hader, Lewis Black, Mindy Ka...</td>\n",
       "      <td>2015</td>\n",
       "      <td>95</td>\n",
       "      <td>8.2</td>\n",
       "      <td>416689</td>\n",
       "      <td>356.45</td>\n",
       "      <td>94.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>250</td>\n",
       "      <td>The Intouchables</td>\n",
       "      <td>Biography,Comedy,Drama</td>\n",
       "      <td>After he becomes a quadriplegic from a paragli...</td>\n",
       "      <td>Olivier Nakache</td>\n",
       "      <td>François Cluzet, Omar Sy, Anne Le Ny, Audrey F...</td>\n",
       "      <td>2011</td>\n",
       "      <td>112</td>\n",
       "      <td>8.6</td>\n",
       "      <td>557965</td>\n",
       "      <td>13.18</td>\n",
       "      <td>57.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>300</td>\n",
       "      <td>There Will Be Blood</td>\n",
       "      <td>Drama,History</td>\n",
       "      <td>A story of family, religion, hatred, oil and m...</td>\n",
       "      <td>Paul Thomas Anderson</td>\n",
       "      <td>Daniel Day-Lewis, Paul Dano, Ciarán Hinds,Mart...</td>\n",
       "      <td>2007</td>\n",
       "      <td>158</td>\n",
       "      <td>8.1</td>\n",
       "      <td>400682</td>\n",
       "      <td>40.22</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>335</td>\n",
       "      <td>Rush</td>\n",
       "      <td>Action,Biography,Drama</td>\n",
       "      <td>The merciless 1970s rivalry between Formula On...</td>\n",
       "      <td>Ron Howard</td>\n",
       "      <td>Daniel Brühl, Chris Hemsworth, Olivia Wilde,Al...</td>\n",
       "      <td>2013</td>\n",
       "      <td>123</td>\n",
       "      <td>8.1</td>\n",
       "      <td>339722</td>\n",
       "      <td>26.90</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>428</td>\n",
       "      <td>The Bourne Ultimatum</td>\n",
       "      <td>Action,Mystery,Thriller</td>\n",
       "      <td>Jason Bourne dodges a ruthless CIA official an...</td>\n",
       "      <td>Paul Greengrass</td>\n",
       "      <td>Matt Damon, Edgar Ramírez, Joan Allen, Julia S...</td>\n",
       "      <td>2007</td>\n",
       "      <td>115</td>\n",
       "      <td>8.1</td>\n",
       "      <td>525700</td>\n",
       "      <td>227.14</td>\n",
       "      <td>85.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>431</td>\n",
       "      <td>3 Idiots</td>\n",
       "      <td>Comedy,Drama</td>\n",
       "      <td>Two friends are searching for their long lost ...</td>\n",
       "      <td>Rajkumar Hirani</td>\n",
       "      <td>Aamir Khan, Madhavan, Mona Singh, Sharman Joshi</td>\n",
       "      <td>2009</td>\n",
       "      <td>170</td>\n",
       "      <td>8.4</td>\n",
       "      <td>238789</td>\n",
       "      <td>6.52</td>\n",
       "      <td>67.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>456</td>\n",
       "      <td>Jagten</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A teacher lives a lonely life, all the while s...</td>\n",
       "      <td>Thomas Vinterberg</td>\n",
       "      <td>Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...</td>\n",
       "      <td>2012</td>\n",
       "      <td>115</td>\n",
       "      <td>8.3</td>\n",
       "      <td>192263</td>\n",
       "      <td>0.61</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476</th>\n",
       "      <td>477</td>\n",
       "      <td>The Lives of Others</td>\n",
       "      <td>Drama,Thriller</td>\n",
       "      <td>In 1984 East Berlin, an agent of the secret po...</td>\n",
       "      <td>Florian Henckel von Donnersmarck</td>\n",
       "      <td>Ulrich Mühe, Martina Gedeck,Sebastian Koch, Ul...</td>\n",
       "      <td>2006</td>\n",
       "      <td>137</td>\n",
       "      <td>8.5</td>\n",
       "      <td>278103</td>\n",
       "      <td>11.28</td>\n",
       "      <td>89.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>499</th>\n",
       "      <td>500</td>\n",
       "      <td>Up</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>Seventy-eight year old Carl Fredricksen travel...</td>\n",
       "      <td>Pete Docter</td>\n",
       "      <td>Edward Asner, Jordan Nagai, John Ratzenberger,...</td>\n",
       "      <td>2009</td>\n",
       "      <td>96</td>\n",
       "      <td>8.3</td>\n",
       "      <td>722203</td>\n",
       "      <td>292.98</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>609</td>\n",
       "      <td>Mommy</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A widowed single mother, raising her violent s...</td>\n",
       "      <td>Xavier Dolan</td>\n",
       "      <td>Anne Dorval, Antoine-Olivier Pilon, Suzanne Cl...</td>\n",
       "      <td>2014</td>\n",
       "      <td>139</td>\n",
       "      <td>8.1</td>\n",
       "      <td>33560</td>\n",
       "      <td>3.49</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>642</td>\n",
       "      <td>Relatos salvajes</td>\n",
       "      <td>Comedy,Drama,Thriller</td>\n",
       "      <td>Six short stories that explore the extremities...</td>\n",
       "      <td>Damián Szifron</td>\n",
       "      <td>Darío Grandinetti, María Marull, Mónica Villa,...</td>\n",
       "      <td>2014</td>\n",
       "      <td>122</td>\n",
       "      <td>8.1</td>\n",
       "      <td>110100</td>\n",
       "      <td>3.08</td>\n",
       "      <td>77.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>689</td>\n",
       "      <td>Toy Story 3</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>The toys are mistakenly delivered to a day-car...</td>\n",
       "      <td>Lee Unkrich</td>\n",
       "      <td>Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty</td>\n",
       "      <td>2010</td>\n",
       "      <td>103</td>\n",
       "      <td>8.3</td>\n",
       "      <td>586669</td>\n",
       "      <td>414.98</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>713</th>\n",
       "      <td>714</td>\n",
       "      <td>Incendies</td>\n",
       "      <td>Drama,Mystery,War</td>\n",
       "      <td>Twins journey to the Middle East to discover t...</td>\n",
       "      <td>Denis Villeneuve</td>\n",
       "      <td>Lubna Azabal, Mélissa Désormeaux-Poulin, Maxim...</td>\n",
       "      <td>2010</td>\n",
       "      <td>131</td>\n",
       "      <td>8.2</td>\n",
       "      <td>92863</td>\n",
       "      <td>6.86</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>742</th>\n",
       "      <td>743</td>\n",
       "      <td>El secreto de sus ojos</td>\n",
       "      <td>Drama,Mystery,Romance</td>\n",
       "      <td>A retired legal counselor writes a novel hopin...</td>\n",
       "      <td>Juan José Campanella</td>\n",
       "      <td>Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...</td>\n",
       "      <td>2009</td>\n",
       "      <td>129</td>\n",
       "      <td>8.2</td>\n",
       "      <td>144524</td>\n",
       "      <td>20.17</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>765</th>\n",
       "      <td>766</td>\n",
       "      <td>PK</td>\n",
       "      <td>Comedy,Drama,Romance</td>\n",
       "      <td>A stranger in the city asks questions no one h...</td>\n",
       "      <td>Rajkumar Hirani</td>\n",
       "      <td>Aamir Khan, Anushka Sharma, Sanjay Dutt,Boman ...</td>\n",
       "      <td>2014</td>\n",
       "      <td>153</td>\n",
       "      <td>8.2</td>\n",
       "      <td>103279</td>\n",
       "      <td>10.57</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>773</td>\n",
       "      <td>How to Train Your Dragon</td>\n",
       "      <td>Animation,Action,Adventure</td>\n",
       "      <td>A hapless young Viking who aspires to hunt dra...</td>\n",
       "      <td>Dean DeBlois</td>\n",
       "      <td>Jay Baruchel, Gerard Butler,Christopher Mintz-...</td>\n",
       "      <td>2010</td>\n",
       "      <td>98</td>\n",
       "      <td>8.1</td>\n",
       "      <td>523893</td>\n",
       "      <td>217.39</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>991</th>\n",
       "      <td>992</td>\n",
       "      <td>Taare Zameen Par</td>\n",
       "      <td>Drama,Family,Music</td>\n",
       "      <td>An eight-year-old boy is thought to be a lazy ...</td>\n",
       "      <td>Aamir Khan</td>\n",
       "      <td>Darsheel Safary, Aamir Khan, Tanay Chheda, Sac...</td>\n",
       "      <td>2007</td>\n",
       "      <td>165</td>\n",
       "      <td>8.5</td>\n",
       "      <td>102697</td>\n",
       "      <td>1.20</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Rank                                         Title  \\\n",
       "0       1                       Guardians of the Galaxy   \n",
       "6       7                                    La La Land   \n",
       "16     17                                 Hacksaw Ridge   \n",
       "18     19                                          Lion   \n",
       "36     37                                  Interstellar   \n",
       "50     51    Star Wars: Episode VII - The Force Awakens   \n",
       "54     55                               The Dark Knight   \n",
       "64     65                                  The Prestige   \n",
       "67     68                            Mad Max: Fury Road   \n",
       "74     75                                      Zootopia   \n",
       "76     77                                  The Avengers   \n",
       "77     78                          Inglourious Basterds   \n",
       "80     81                                     Inception   \n",
       "82     83                       The Wolf of Wall Street   \n",
       "83     84                                     Gone Girl   \n",
       "90     91                                     Prisoners   \n",
       "92     93                                      The Help   \n",
       "96     97                                 Kimi no na wa   \n",
       "99    100                                  The Departed   \n",
       "111   112                              12 Years a Slave   \n",
       "114   115  Harry Potter and the Deathly Hallows: Part 2   \n",
       "124   125                         The Dark Knight Rises   \n",
       "133   134                                      Whiplash   \n",
       "136   137                        No Country for Old Men   \n",
       "138   139                                Shutter Island   \n",
       "143   144                                          Room   \n",
       "144   145                              Django Unchained   \n",
       "145   146                                     Ah-ga-ssi   \n",
       "192   193                                     Spotlight   \n",
       "194   195                                       Warrior   \n",
       "197   198                                 Into the Wild   \n",
       "198   199                            The Imitation Game   \n",
       "230   231                               Pan's Labyrinth   \n",
       "238   239                      The Grand Budapest Hotel   \n",
       "241   242                                    Inside Out   \n",
       "249   250                              The Intouchables   \n",
       "299   300                           There Will Be Blood   \n",
       "334   335                                          Rush   \n",
       "427   428                          The Bourne Ultimatum   \n",
       "430   431                                      3 Idiots   \n",
       "455   456                                        Jagten   \n",
       "476   477                           The Lives of Others   \n",
       "499   500                                            Up   \n",
       "608   609                                         Mommy   \n",
       "641   642                              Relatos salvajes   \n",
       "688   689                                   Toy Story 3   \n",
       "713   714                                     Incendies   \n",
       "742   743                        El secreto de sus ojos   \n",
       "765   766                                            PK   \n",
       "772   773                      How to Train Your Dragon   \n",
       "991   992                              Taare Zameen Par   \n",
       "\n",
       "                          Genre  \\\n",
       "0       Action,Adventure,Sci-Fi   \n",
       "6            Comedy,Drama,Music   \n",
       "16      Biography,Drama,History   \n",
       "18              Biography,Drama   \n",
       "36       Adventure,Drama,Sci-Fi   \n",
       "50     Action,Adventure,Fantasy   \n",
       "54           Action,Crime,Drama   \n",
       "64         Drama,Mystery,Sci-Fi   \n",
       "67      Action,Adventure,Sci-Fi   \n",
       "74   Animation,Adventure,Comedy   \n",
       "76                Action,Sci-Fi   \n",
       "77          Adventure,Drama,War   \n",
       "80      Action,Adventure,Sci-Fi   \n",
       "82       Biography,Comedy,Crime   \n",
       "83          Crime,Drama,Mystery   \n",
       "90          Crime,Drama,Mystery   \n",
       "92                        Drama   \n",
       "96      Animation,Drama,Fantasy   \n",
       "99         Crime,Drama,Thriller   \n",
       "111     Biography,Drama,History   \n",
       "114     Adventure,Drama,Fantasy   \n",
       "124             Action,Thriller   \n",
       "133                 Drama,Music   \n",
       "136        Crime,Drama,Thriller   \n",
       "138            Mystery,Thriller   \n",
       "143                       Drama   \n",
       "144               Drama,Western   \n",
       "145       Drama,Mystery,Romance   \n",
       "192         Crime,Drama,History   \n",
       "194          Action,Drama,Sport   \n",
       "197   Adventure,Biography,Drama   \n",
       "198    Biography,Drama,Thriller   \n",
       "230           Drama,Fantasy,War   \n",
       "238      Adventure,Comedy,Drama   \n",
       "241  Animation,Adventure,Comedy   \n",
       "249      Biography,Comedy,Drama   \n",
       "299               Drama,History   \n",
       "334      Action,Biography,Drama   \n",
       "427     Action,Mystery,Thriller   \n",
       "430                Comedy,Drama   \n",
       "455                       Drama   \n",
       "476              Drama,Thriller   \n",
       "499  Animation,Adventure,Comedy   \n",
       "608                       Drama   \n",
       "641       Comedy,Drama,Thriller   \n",
       "688  Animation,Adventure,Comedy   \n",
       "713           Drama,Mystery,War   \n",
       "742       Drama,Mystery,Romance   \n",
       "765        Comedy,Drama,Romance   \n",
       "772  Animation,Action,Adventure   \n",
       "991          Drama,Family,Music   \n",
       "\n",
       "                                           Description  \\\n",
       "0    A group of intergalactic criminals are forced ...   \n",
       "6    A jazz pianist falls for an aspiring actress i...   \n",
       "16   WWII American Army Medic Desmond T. Doss, who ...   \n",
       "18   A five-year-old Indian boy gets lost on the st...   \n",
       "36   A team of explorers travel through a wormhole ...   \n",
       "50   Three decades after the defeat of the Galactic...   \n",
       "54   When the menace known as the Joker wreaks havo...   \n",
       "64   Two stage magicians engage in competitive one-...   \n",
       "67   A woman rebels against a tyrannical ruler in p...   \n",
       "74   In a city of anthropomorphic animals, a rookie...   \n",
       "76   Earth's mightiest heroes must come together an...   \n",
       "77   In Nazi-occupied France during World War II, a...   \n",
       "80   A thief, who steals corporate secrets through ...   \n",
       "82   Based on the true story of Jordan Belfort, fro...   \n",
       "83   With his wife's disappearance having become th...   \n",
       "90   When Keller Dover's daughter and her friend go...   \n",
       "92   An aspiring author during the civil rights mov...   \n",
       "96   Two strangers find themselves linked in a biza...   \n",
       "99   An undercover cop and a mole in the police att...   \n",
       "111  In the antebellum United States, Solomon North...   \n",
       "114  Harry, Ron and Hermione search for Voldemort's...   \n",
       "124  Eight years after the Joker's reign of anarchy...   \n",
       "133  A promising young drummer enrolls at a cut-thr...   \n",
       "136  Violence and mayhem ensue after a hunter stumb...   \n",
       "138  In 1954, a U.S. marshal investigates the disap...   \n",
       "143  A young boy is raised within the confines of a...   \n",
       "144  With the help of a German bounty hunter , a fr...   \n",
       "145  A woman is hired as a handmaiden to a Japanese...   \n",
       "192  The true story of how the Boston Globe uncover...   \n",
       "194  The youngest son of an alcoholic former boxer ...   \n",
       "197  After graduating from Emory University, top st...   \n",
       "198  During World War II, mathematician Alan Turing...   \n",
       "230  In the falangist Spain of 1944, the bookish yo...   \n",
       "238  The adventures of Gustave H, a legendary conci...   \n",
       "241  After young Riley is uprooted from her Midwest...   \n",
       "249  After he becomes a quadriplegic from a paragli...   \n",
       "299  A story of family, religion, hatred, oil and m...   \n",
       "334  The merciless 1970s rivalry between Formula On...   \n",
       "427  Jason Bourne dodges a ruthless CIA official an...   \n",
       "430  Two friends are searching for their long lost ...   \n",
       "455  A teacher lives a lonely life, all the while s...   \n",
       "476  In 1984 East Berlin, an agent of the secret po...   \n",
       "499  Seventy-eight year old Carl Fredricksen travel...   \n",
       "608  A widowed single mother, raising her violent s...   \n",
       "641  Six short stories that explore the extremities...   \n",
       "688  The toys are mistakenly delivered to a day-car...   \n",
       "713  Twins journey to the Middle East to discover t...   \n",
       "742  A retired legal counselor writes a novel hopin...   \n",
       "765  A stranger in the city asks questions no one h...   \n",
       "772  A hapless young Viking who aspires to hunt dra...   \n",
       "991  An eight-year-old boy is thought to be a lazy ...   \n",
       "\n",
       "                             Director  \\\n",
       "0                          James Gunn   \n",
       "6                     Damien Chazelle   \n",
       "16                         Mel Gibson   \n",
       "18                        Garth Davis   \n",
       "36                  Christopher Nolan   \n",
       "50                        J.J. Abrams   \n",
       "54                  Christopher Nolan   \n",
       "64                  Christopher Nolan   \n",
       "67                      George Miller   \n",
       "74                       Byron Howard   \n",
       "76                        Joss Whedon   \n",
       "77                  Quentin Tarantino   \n",
       "80                  Christopher Nolan   \n",
       "82                    Martin Scorsese   \n",
       "83                      David Fincher   \n",
       "90                   Denis Villeneuve   \n",
       "92                        Tate Taylor   \n",
       "96                     Makoto Shinkai   \n",
       "99                    Martin Scorsese   \n",
       "111                     Steve McQueen   \n",
       "114                       David Yates   \n",
       "124                 Christopher Nolan   \n",
       "133                   Damien Chazelle   \n",
       "136                        Ethan Coen   \n",
       "138                   Martin Scorsese   \n",
       "143                  Lenny Abrahamson   \n",
       "144                 Quentin Tarantino   \n",
       "145                    Chan-wook Park   \n",
       "192                      Tom McCarthy   \n",
       "194                    Gavin O'Connor   \n",
       "197                         Sean Penn   \n",
       "198                     Morten Tyldum   \n",
       "230                Guillermo del Toro   \n",
       "238                      Wes Anderson   \n",
       "241                       Pete Docter   \n",
       "249                   Olivier Nakache   \n",
       "299              Paul Thomas Anderson   \n",
       "334                        Ron Howard   \n",
       "427                   Paul Greengrass   \n",
       "430                   Rajkumar Hirani   \n",
       "455                 Thomas Vinterberg   \n",
       "476  Florian Henckel von Donnersmarck   \n",
       "499                       Pete Docter   \n",
       "608                      Xavier Dolan   \n",
       "641                    Damián Szifron   \n",
       "688                       Lee Unkrich   \n",
       "713                  Denis Villeneuve   \n",
       "742              Juan José Campanella   \n",
       "765                   Rajkumar Hirani   \n",
       "772                      Dean DeBlois   \n",
       "991                        Aamir Khan   \n",
       "\n",
       "                                                Actors  Year  runtime_mins  \\\n",
       "0    Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...  2014           121   \n",
       "6    Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....  2016           128   \n",
       "16   Andrew Garfield, Sam Worthington, Luke Bracey,...  2016           139   \n",
       "18   Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...  2016           118   \n",
       "36   Matthew McConaughey, Anne Hathaway, Jessica Ch...  2014           169   \n",
       "50   Daisy Ridley, John Boyega, Oscar Isaac, Domhna...  2015           136   \n",
       "54   Christian Bale, Heath Ledger, Aaron Eckhart,Mi...  2008           152   \n",
       "64   Christian Bale, Hugh Jackman, Scarlett Johanss...  2006           130   \n",
       "67   Tom Hardy, Charlize Theron, Nicholas Hoult, Zo...  2015           120   \n",
       "74   Ginnifer Goodwin, Jason Bateman, Idris Elba, J...  2016           108   \n",
       "76   Robert Downey Jr., Chris Evans, Scarlett Johan...  2012           143   \n",
       "77   Brad Pitt, Diane Kruger, Eli Roth,Mélanie Laurent  2009           153   \n",
       "80   Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...  2010           148   \n",
       "82   Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...  2013           180   \n",
       "83   Ben Affleck, Rosamund Pike, Neil Patrick Harri...  2014           149   \n",
       "90   Hugh Jackman, Jake Gyllenhaal, Viola Davis,Mel...  2013           153   \n",
       "92   Emma Stone, Viola Davis, Octavia Spencer, Bryc...  2011           146   \n",
       "96   Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari...  2016           106   \n",
       "99   Leonardo DiCaprio, Matt Damon, Jack Nicholson,...  2006           151   \n",
       "111  Chiwetel Ejiofor, Michael Kenneth Williams, Mi...  2013           134   \n",
       "114  Daniel Radcliffe, Emma Watson, Rupert Grint, M...  2011           130   \n",
       "124  Christian Bale, Tom Hardy, Anne Hathaway,Gary ...  2012           164   \n",
       "133  Miles Teller, J.K. Simmons, Melissa Benoist, P...  2014           107   \n",
       "136  Tommy Lee Jones, Javier Bardem, Josh Brolin, W...  2007           122   \n",
       "138  Leonardo DiCaprio, Emily Mortimer, Mark Ruffal...  2010           138   \n",
       "143  Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...  2015           118   \n",
       "144  Jamie Foxx, Christoph Waltz, Leonardo DiCaprio...  2012           165   \n",
       "145  Min-hee Kim, Jung-woo Ha, Jin-woong Jo, So-ri ...  2016           144   \n",
       "192  Mark Ruffalo, Michael Keaton, Rachel McAdams, ...  2015           128   \n",
       "194  Tom Hardy, Nick Nolte, Joel Edgerton, Jennifer...  2011           140   \n",
       "197  Emile Hirsch, Vince Vaughn, Catherine Keener, ...  2007           148   \n",
       "198  Benedict Cumberbatch, Keira Knightley, Matthew...  2014           114   \n",
       "230  Ivana Baquero, Ariadna Gil, Sergi López,Maribe...  2006           118   \n",
       "238  Ralph Fiennes, F. Murray Abraham, Mathieu Amal...  2014            99   \n",
       "241  Amy Poehler, Bill Hader, Lewis Black, Mindy Ka...  2015            95   \n",
       "249  François Cluzet, Omar Sy, Anne Le Ny, Audrey F...  2011           112   \n",
       "299  Daniel Day-Lewis, Paul Dano, Ciarán Hinds,Mart...  2007           158   \n",
       "334  Daniel Brühl, Chris Hemsworth, Olivia Wilde,Al...  2013           123   \n",
       "427  Matt Damon, Edgar Ramírez, Joan Allen, Julia S...  2007           115   \n",
       "430    Aamir Khan, Madhavan, Mona Singh, Sharman Joshi  2009           170   \n",
       "455  Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...  2012           115   \n",
       "476  Ulrich Mühe, Martina Gedeck,Sebastian Koch, Ul...  2006           137   \n",
       "499  Edward Asner, Jordan Nagai, John Ratzenberger,...  2009            96   \n",
       "608  Anne Dorval, Antoine-Olivier Pilon, Suzanne Cl...  2014           139   \n",
       "641  Darío Grandinetti, María Marull, Mónica Villa,...  2014           122   \n",
       "688      Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty  2010           103   \n",
       "713  Lubna Azabal, Mélissa Désormeaux-Poulin, Maxim...  2010           131   \n",
       "742  Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...  2009           129   \n",
       "765  Aamir Khan, Anushka Sharma, Sanjay Dutt,Boman ...  2014           153   \n",
       "772  Jay Baruchel, Gerard Butler,Christopher Mintz-...  2010            98   \n",
       "991  Darsheel Safary, Aamir Khan, Tanay Chheda, Sac...  2007           165   \n",
       "\n",
       "     Rating    Votes  revenue_millions  Metascore  \n",
       "0       8.1   757074            333.13       76.0  \n",
       "6       8.3   258682            151.06       93.0  \n",
       "16      8.2   211760             67.12       71.0  \n",
       "18      8.1   102061             51.69       69.0  \n",
       "36      8.6  1047747            187.99       74.0  \n",
       "50      8.1   661608            936.63       81.0  \n",
       "54      9.0  1791916            533.32       82.0  \n",
       "64      8.5   913152             53.08       66.0  \n",
       "67      8.1   632842            153.63       90.0  \n",
       "74      8.1   296853            341.26       78.0  \n",
       "76      8.1  1045588            623.28       69.0  \n",
       "77      8.3   959065            120.52       69.0  \n",
       "80      8.8  1583625            292.57       74.0  \n",
       "82      8.2   865134            116.87       75.0  \n",
       "83      8.1   636243            167.74       79.0  \n",
       "90      8.1   431185             60.96       74.0  \n",
       "92      8.1   342429            169.71       62.0  \n",
       "96      8.6    34110              4.68       79.0  \n",
       "99      8.5   937414            132.37       85.0  \n",
       "111     8.1   486338             56.67       96.0  \n",
       "114     8.1   590595            380.96       87.0  \n",
       "124     8.5  1222645            448.13       78.0  \n",
       "133     8.5   477276             13.09       88.0  \n",
       "136     8.1   660286             74.27       91.0  \n",
       "138     8.1   855604            127.97       63.0  \n",
       "143     8.2   224132             14.68       86.0  \n",
       "144     8.4  1039115            162.80       81.0  \n",
       "145     8.1    33418              2.01       84.0  \n",
       "192     8.1   268282             44.99       93.0  \n",
       "194     8.2   355722             13.65       71.0  \n",
       "197     8.1   459304             18.35       73.0  \n",
       "198     8.1   532353             91.12       73.0  \n",
       "230     8.2   498879             37.62       98.0  \n",
       "238     8.1   530881             59.07       88.0  \n",
       "241     8.2   416689            356.45       94.0  \n",
       "249     8.6   557965             13.18       57.0  \n",
       "299     8.1   400682             40.22       92.0  \n",
       "334     8.1   339722             26.90       75.0  \n",
       "427     8.1   525700            227.14       85.0  \n",
       "430     8.4   238789              6.52       67.0  \n",
       "455     8.3   192263              0.61       76.0  \n",
       "476     8.5   278103             11.28       89.0  \n",
       "499     8.3   722203            292.98       88.0  \n",
       "608     8.1    33560              3.49       74.0  \n",
       "641     8.1   110100              3.08       77.0  \n",
       "688     8.3   586669            414.98       92.0  \n",
       "713     8.2    92863              6.86       80.0  \n",
       "742     8.2   144524             20.17       80.0  \n",
       "765     8.2   103279             10.57       51.0  \n",
       "772     8.1   523893            217.39       74.0  \n",
       "991     8.5   102697              1.20       42.0  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = data[data['Rating'] >8 ]\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ec365813",
   "metadata": {},
   "source": [
    "### To get the name of the movie which has the higest votes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "b830bfe6",
   "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>Title</th>\n",
       "      <th>Votes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>1791916</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Title    Votes\n",
       "54  The Dark Knight  1791916"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','Votes']][data.Votes == data['Votes'].max()]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1b7107f",
   "metadata": {},
   "source": [
    "### To get the name of the movie which has the lowest votes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "8ed584ef",
   "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>Title</th>\n",
       "      <th>Votes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Ah-ga-ssi</td>\n",
       "      <td>33418</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         Title  Votes\n",
       "145  Ah-ga-ssi  33418"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','Votes']][data.Votes == data['Votes'].min()]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a8c18cf",
   "metadata": {},
   "source": [
    "### To display the name , Genre , year and votes and sort it from high votes to low votes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "2961025e",
   "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>index</th>\n",
       "      <th>Rank</th>\n",
       "      <th>Title</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Description</th>\n",
       "      <th>Director</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Year</th>\n",
       "      <th>runtime_mins</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>revenue_millions</th>\n",
       "      <th>Metascore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>54</td>\n",
       "      <td>55</td>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>Action,Crime,Drama</td>\n",
       "      <td>When the menace known as the Joker wreaks havo...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Heath Ledger, Aaron Eckhart,Mi...</td>\n",
       "      <td>2008</td>\n",
       "      <td>152</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1791916</td>\n",
       "      <td>533.32</td>\n",
       "      <td>82.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>80</td>\n",
       "      <td>81</td>\n",
       "      <td>Inception</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A thief, who steals corporate secrets through ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...</td>\n",
       "      <td>2010</td>\n",
       "      <td>148</td>\n",
       "      <td>8.8</td>\n",
       "      <td>1583625</td>\n",
       "      <td>292.57</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>124</td>\n",
       "      <td>125</td>\n",
       "      <td>The Dark Knight Rises</td>\n",
       "      <td>Action,Thriller</td>\n",
       "      <td>Eight years after the Joker's reign of anarchy...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Tom Hardy, Anne Hathaway,Gary ...</td>\n",
       "      <td>2012</td>\n",
       "      <td>164</td>\n",
       "      <td>8.5</td>\n",
       "      <td>1222645</td>\n",
       "      <td>448.13</td>\n",
       "      <td>78.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>36</td>\n",
       "      <td>37</td>\n",
       "      <td>Interstellar</td>\n",
       "      <td>Adventure,Drama,Sci-Fi</td>\n",
       "      <td>A team of explorers travel through a wormhole ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Matthew McConaughey, Anne Hathaway, Jessica Ch...</td>\n",
       "      <td>2014</td>\n",
       "      <td>169</td>\n",
       "      <td>8.6</td>\n",
       "      <td>1047747</td>\n",
       "      <td>187.99</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>76</td>\n",
       "      <td>77</td>\n",
       "      <td>The Avengers</td>\n",
       "      <td>Action,Sci-Fi</td>\n",
       "      <td>Earth's mightiest heroes must come together an...</td>\n",
       "      <td>Joss Whedon</td>\n",
       "      <td>Robert Downey Jr., Chris Evans, Scarlett Johan...</td>\n",
       "      <td>2012</td>\n",
       "      <td>143</td>\n",
       "      <td>8.1</td>\n",
       "      <td>1045588</td>\n",
       "      <td>623.28</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   index  Rank                  Title                    Genre  \\\n",
       "0     54    55        The Dark Knight       Action,Crime,Drama   \n",
       "1     80    81              Inception  Action,Adventure,Sci-Fi   \n",
       "2    124   125  The Dark Knight Rises          Action,Thriller   \n",
       "3     36    37           Interstellar   Adventure,Drama,Sci-Fi   \n",
       "4     76    77           The Avengers            Action,Sci-Fi   \n",
       "\n",
       "                                         Description           Director  \\\n",
       "0  When the menace known as the Joker wreaks havo...  Christopher Nolan   \n",
       "1  A thief, who steals corporate secrets through ...  Christopher Nolan   \n",
       "2  Eight years after the Joker's reign of anarchy...  Christopher Nolan   \n",
       "3  A team of explorers travel through a wormhole ...  Christopher Nolan   \n",
       "4  Earth's mightiest heroes must come together an...        Joss Whedon   \n",
       "\n",
       "                                              Actors  Year  runtime_mins  \\\n",
       "0  Christian Bale, Heath Ledger, Aaron Eckhart,Mi...  2008           152   \n",
       "1  Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...  2010           148   \n",
       "2  Christian Bale, Tom Hardy, Anne Hathaway,Gary ...  2012           164   \n",
       "3  Matthew McConaughey, Anne Hathaway, Jessica Ch...  2014           169   \n",
       "4  Robert Downey Jr., Chris Evans, Scarlett Johan...  2012           143   \n",
       "\n",
       "   Rating    Votes  revenue_millions  Metascore  \n",
       "0     9.0  1791916            533.32       82.0  \n",
       "1     8.8  1583625            292.57       74.0  \n",
       "2     8.5  1222645            448.13       78.0  \n",
       "3     8.6  1047747            187.99       74.0  \n",
       "4     8.1  1045588            623.28       69.0  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d4 = data.sort_values(by = 'Votes', ascending = False).head().reset_index()\n",
    "d4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "467287b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='Title', ylabel='Votes'>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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kSZI0gCHDw2HAPSPzW/u2yV6Y5JYkVyZ55k6uS5LVSTYk2bBjx47dUbckSZKkKQwZHjJFW02a/yzw1Ko6Bng38KGdWLdrrFpbVSuqasWSJUt2tVZJkiRJsxgyPGwFjhiZPxzYNtqhqh6oqgf76SuAA5IsbllXkiRJ0vwaMjysB5YlOSrJgcCpwOWjHZJ8b5L008f29dzbsq4kSZKk+TXYpy1V1SNJzgKuBhYBF1XVbUnO7JevAU4Gfi7JI8BDwKlVVcCU6w5VqyRJkqTZDRYe4N9ORbpiUtuakenzgfNb15UkSZI0Pn7DtCRJkqQmhgdJkiRJTQwPkiRJkpoYHiRJkiQ1MTxIkiRJamJ4kCRJktTE8CBJkiSpieFBkiRJUhPDgyRJkqQmhgdJkiRJTQwPkiRJkpoYHiRJkiQ1MTxIkiRJamJ4kCRJktTE8CBJkiSpieFBkiRJUhPDgyRJkqQmhgdJkiRJTQwPkiRJkpoYHiRJkiQ1GTQ8JFmV5M4km5OcPcXy05Pc2t9uSHLMyLK7k3wuyc1JNgxZpyRJkqTZ7T/UhpMsAi4AXgZsBdYnubyqbh/pdhdwfFV9NcnLgbXAC0aWn1BVXxmqRkmSJEnthjzycCywuaq2VNXDwKXASaMdquqGqvpqP3sjcPiA9UiSJEmagyHDw2HAPSPzW/u26ZwBXDkyX8A1STYmWT3dSklWJ9mQZMOOHTvmVLAkSZKk6Q122hKQKdpqyo7JCXTh4cUjzcdV1bYkTwSuTXJHVV33XRusWkt3uhMrVqyYcvuSJEmS5m7IIw9bgSNG5g8Htk3ulOTZwJ8CJ1XVvRPtVbWt/7kduIzuNChJkiRJYzJkeFgPLEtyVJIDgVOBy0c7JDkS+CDw2qr6wkj7wUkOmZgGTgQ2DVirJEmSpFkMdtpSVT2S5CzgamARcFFV3ZbkzH75GuAc4AnAhUkAHqmqFcCTgMv6tv2Bi6vqqqFqlSRJkjS7Ia95oKquAK6Y1LZmZPoNwBumWG8LcMzkdkmSJEnj4zdMS5IkSWpieJAkSZLUxPAgSZIkqYnhQZIkSVITw4MkSZKkJoYHSZIkSU0MD5IkSZKaGB4kSZIkNTE8SJIkSWpieJAkSZLUxPAgSZIkqYnhQZIkSVITw4MkSZKkJoYHSZIkSU0MD5IkSZKaGB4kSZIkNTE8SJIkSWpieJAkSZLUxPAgSZIkqYnhQZIkSVKTQcNDklVJ7kyyOcnZUyxPkvP65bcmeW7rupIkSZLm12DhIcki4ALg5cDRwGlJjp7U7eXAsv62GvijnVhXkiRJ0jwa8sjDscDmqtpSVQ8DlwInTepzEvDe6twIHJrkyY3rSpIkSZpH+w+47cOAe0bmtwIvaOhzWOO6ACRZTXfUAuDBJHfOoea93WLgK+MuYmj5vf8y7hL2ZvvEGOKdGXcFe7N9YgzlLY6hAe0TY4g4hga0T4yhN//+nFZ/6nQLhgwPU436auzTsm7XWLUWWLtzpe2bkmyoqhXjrkN7LseQ5soxpLlyDGmuHENzM2R42AocMTJ/OLCtsc+BDetKkiRJmkdDXvOwHliW5KgkBwKnApdP6nM58Lr+U5d+ELi/qr7UuK4kSZKkeTTYkYeqeiTJWcDVwCLgoqq6LcmZ/fI1wBXAK4DNwD8DPz3TukPVug/x9C7NlWNIc+UY0lw5hjRXjqE5SNWUlxJIkiRJ0nfwG6YlSZIkNTE8SJIkSWpieNiNkjwhyc397ctJ/rGf/lqS2+ew3dcn2ZHkpiRfTHJ1khftwnZ+PcnbWvskeVSSa5O8c5Z1fiPJj+zKfSc5NMl/balf7ZI8OI/39SuT5m+Yr/veW7kv2fn7nm1fkuRb/e9wU5KPJDm0b39Kkr+a6T7VpmW/k+QXkjxmN93fypbx24/78/vpWceuhjPUvm1k+x9O8undUaumZ3jYjarq3qpaXlXLgTXAH/TTy4F/nePm/6KqnlNVy4B3AR9M8gOtKyfZqYvj+0+5+gCwsar++0x9q+qcqvqbndn+iEMBw8Oe7TvCQ1Xt9D+j+k7uS3bJocy8L3mo/50+C7gPeFN/n9uq6uRdvE/tvF8Adio8JFk0zaKVwKD7m50d75rZkPu2/g2B5wKHJjlqbpXuXnvbODI8zJ9FSf4kyW1JrknyaIAkT0tyVZKNST6Z5BmzbaiqPkb3SQGr+228Mcn6JLck+cDEuzpJ1iX5/SQfA353dBv9OldO1DHJ/sClwBer6uy+/9Ikn5/mMaxLcnI//YokdyS5Psl5ST46st2jk3w8yZYkb+nb3gU8rX/n4dzm36aa9O/MfTzJX/XPy/uS7mtLkzw/yQ39uPlMkkOSLEpybj+ebk3ysyPbuS7JZUluT7ImyX5J3gU8un/+3tf3fbD/mX5bm5J8Lskps9WkJu5L5r4v+TRw2Eg9m/rpZ/Z/Czf3439Z3/5TI+1/3P+dLOrrnRjfb53t972vmO5vvH+ungJ8rB9LJDkxyaeTfDbJ+5M8tm+/O8k5Sa4HXpPkLf2+59YklyZZCpwJvLV/Xl6SZEk/btf3t+NmqXOnx7sGNdd926uBj9Dtc07t1/2LJK+Y6NA/t6/OzK91071mTrlPSnJwkov6bd2U5KS+/fX9mP4IcE2SJ6d7HZ04AvqSgX6Pw6sqbwPcgF8H3tZPLwUeAZb3838J/FQ//X+AZf30C4C/nWJbrwfOn9T2E8CV/fQTRtp/C3hzP70O+CiwaLQm4Cy67804aJq67wP+clL7TI9hHXAy8CjgHuCovv0S4KMj270BOIjua+HvBQ7ot7tp3M/X3nYDHux/rgTup/uixf3o/ml6Md0XMW4Bnt/3exzdP3qrgV/t2w4CNgBH9dv5f8D30X188rXAyaP3NcV9v7rvtwh4EvAPwJOnq2ncv7OFenNfsnv2JSPjchHwfmDVSD2b+ul3A6f30wcCjwZ+gO4fkgP69guB1wHPA64d2f6h4x4r474xy36nX3Y3sLifXgxcBxzcz/8ycM5Iv18a2fa2iXE28btm5G+jn7945H6OBD4/edzznX9PTePd22DjZfS5mGm/MOu+rV/2N8BLgKcDt/ZtrwLe008f2O9XHs3Mr3VTvWbOtE/67ZFaDwW+ABzcj7utwPf0y34R+G/99CLgkHE/B7t626sOoyxwd1XVzf30RmBp/w7Li4D359tvvB7UuL3Rd2qfleS36AbtY+m+H2PC+6vqWyPzr6UbzD9RVd+cZtvXAy9M8vSq+sJMj2HSes8AtlTVXf38JfTvaPb+uqr+BfiXJNvp/qHU8D5TVVsBktxM97zdD3ypqtYDVNUD/fITgWdPvPsLPB5YBjzcb2dL3+8Suh3qTOeKvxi4pB9//5TkE8DzgQemqen63fNw93ruS3ZtX/LokbG2kS7YTvZp4L8lORz4YFV9MckP0wWF9f3v9tHAdrpA8X1J3g38NXBNQw37kpa/8R8EjgY+1f9uD6R7Dib8xcj0rcD7knwI+NA09/kjdEelJuYfl+SQGWrcmfGu4e3yvi3Jk4DvB66vqkrySJJnAVcC5yU5CFgFXFdVDzW81k0euw8y/T7pRODH8+1raR5FF16he4Phvn56PXBRkgOAD4081j2O4WH+/MvI9LfoXoD2A75W3fl+O+s5wOf76XV0L+C3JHk9XXKe8I1J622iO7fwcOAupnYd8B7gyiQvqaptMzyGUbOdejJ5fcff/Jjq9x5gqi95Cd27b1d/R2Oycor+s31JzEzjwbGw69yX7Nr4eaiqlid5PN27ym8CzhvtUFUXJ/k74EeBq5O8oa/lPVX1jskbTHIM8B/7bf0k8DMNdewrWp6j0P1zddo02xgdcz8KvBT4ceDXkjxziv77AS+sqoe+406mPytyHe3jXcOby77tFODfAXf1z/fjgFOr6leTfJzu7/QUun/6YebXuuleM6cT4NVVdeekbb2AkXFUVdcleSndWP7zJOdW1XtneVwLktc8jFH/bu9dSV4D/3aO+DGzrZfkeLrE+yd90yHAl/o0e/osq98E/CxweZKnzFDbB4BzgavSfypJgzvo3olb2s+f0rDO1+nq1/y6A3hKkucDpLveYX+6d95+rh9LJHl6koP7dY5NclSS/eie24l3Eb850X+S64BT+nNLl9C98H9mwMe0z3JfAjTuS6rqfuAtwNsmj9sk30f37uJ5dKdjPZvulImTkzyx7/M9SZ6aZDGwX//4fo3uQk3NbvR5uhE4Lsn3AyR5TJKnT16h3+ccUd01Or/Et48UTH7Or6E7lW5iveWz1LIz411jsBP7ttPoTkVcWlVL6Y4WntovuxT4abpTmibCwkyvdVOZaZ90NfDm5N+ujXjOVBtI8lRge1X9CfBn7MH7DMPD+J0OnJHkFuA24KRp+p3SX2TzBbpPt3l1VU28W/hrwN/RHYa/Y7Y7rKrr6c5X/uv+BXC6fmuAD9K9iD6qYbsP0X3ayVXpLnL7J7rTY2Za5166Q9ab4gXT86aqHqbb+b27H3vX0j3HfwrcDnw23UWkf8y33zH8NN1FqZvo3mm+rG9fC9ya/oLpEZfRnWpwC/C3dOcvf3mwByX3JY37kqq6iW5cnjpp0SnApv5UhWcA762q24Ffpbvg8Va6382T6S64/njfdx3wXUcmNKW1dEeiPlZVO+jOC7+k/93eSPd7n2wR8L+TfI4utP5BVX2N7tSxV/Xj+SV0oXBFugtgb6e7oHomOzXeNTYz7tv6f+iPpBs/APSnFz3Qv/t/Dd2bV3/Tv/bBzK9132WWfdJv0l13dWu/rd+cZjMrgZuT3ER3TeAftjz4hShVs515ILVL8tiqerBP4BfQfcrKH4y7Ls1Nfyj3bVX1Y2MuRfsI9yWSFhL3Sd/mkQftbm/s34m7je4CpD8ebzmS9lDuSyQtJO6Teh55kCRJktTEIw+SJEmSmhgeJEmSJDUxPEiSJElqYniQJM1Jkif0H5d5c5IvJ/nHfvrBJBf2fVYmedHIOr+eb38jqyRpD+G3ukqS5qT/joXl0IUC4MGq+r1J3VYCDwI3zGdtkqTdyyMPkqRB9EcbPtp/idOZwFtHvtBrtN/TklyVZGOSTyaZ6ovCJEkLgEceJEmDqqq7k6xh5IhEkh8e6bIWOLOqvth/I+yFwA+NoVRJ0iwMD5KksUnyWOBFwPu7L24F4KDxVSRJmonhQZI0TvsBX6uq5eMuRJI0O695kCTNh68Dh0xurKoHgLuSvAYgnWPmuzhJUhvDgyRpPnwEeNVUF0wDpwNnJLkFuA04ad6rkyQ1SVWNuwZJkiRJewCPPEiSJElqYniQJEmS1MTwIEmSJKmJ4UGSJElSE8ODJEmSpCaGB0mSJElNDA+SJEmSmvx/BgeL5EvV/9MAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 936x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(13,4))\n",
    "sb.barplot(x='Title',y='Votes',data=d4)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "46b5f3cd",
   "metadata": {},
   "source": [
    "### To get Which movie duration is the longest one"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "9574522f",
   "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>Title</th>\n",
       "      <th>runtime_mins</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>The Wolf of Wall Street</td>\n",
       "      <td>180</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      Title  runtime_mins\n",
       "82  The Wolf of Wall Street           180"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','runtime_mins']][data['runtime_mins'] == data['runtime_mins'].max()]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "37b1e826",
   "metadata": {},
   "source": [
    "### To get Which movie duration is the shortest one"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "686dfd96",
   "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>Title</th>\n",
       "      <th>runtime_mins</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Inside Out</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          Title  runtime_mins\n",
       "241  Inside Out            95"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data[['Title','runtime_mins']][data['runtime_mins'] == data['runtime_mins'].min()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "32fc38d3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0      121\n",
       "6      128\n",
       "16     139\n",
       "18     118\n",
       "36     169\n",
       "50     136\n",
       "54     152\n",
       "64     130\n",
       "67     120\n",
       "74     108\n",
       "76     143\n",
       "77     153\n",
       "80     148\n",
       "82     180\n",
       "83     149\n",
       "90     153\n",
       "92     146\n",
       "96     106\n",
       "99     151\n",
       "111    134\n",
       "114    130\n",
       "124    164\n",
       "133    107\n",
       "136    122\n",
       "138    138\n",
       "143    118\n",
       "144    165\n",
       "145    144\n",
       "192    128\n",
       "194    140\n",
       "197    148\n",
       "198    114\n",
       "230    118\n",
       "238     99\n",
       "241     95\n",
       "249    112\n",
       "299    158\n",
       "334    123\n",
       "427    115\n",
       "430    170\n",
       "455    115\n",
       "476    137\n",
       "499     96\n",
       "608    139\n",
       "641    122\n",
       "688    103\n",
       "713    131\n",
       "742    129\n",
       "765    153\n",
       "772     98\n",
       "991    165\n",
       "Name: runtime_mins, dtype: int64"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['runtime_mins']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "008de161",
   "metadata": {},
   "source": [
    "### To get a list of movies which will take maximum 1 hr to watch it completely"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "fc7f6f2e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([121, 128, 139, 118, 169, 136, 152, 130, 120, 108, 143, 153, 148,\n",
       "       180, 149, 146, 106, 151, 134, 164, 107, 122, 138, 165, 144, 140,\n",
       "       114,  99,  95, 112, 158, 123, 115, 170, 137,  96, 103, 131, 129,\n",
       "        98], dtype=int64)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['runtime_mins'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "3aedae51",
   "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>Title</th>\n",
       "      <th>runtime_mins</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [Title, runtime_mins]\n",
       "Index: []"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d2 = data[['Title','runtime_mins']]\n",
    "result_1 = d2[d2['runtime_mins'] <= 60]\n",
    "result_1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c8ada6d3",
   "metadata": {},
   "source": [
    "### To get a list of movies which will take more than a  hr to watch it completely"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "84136982",
   "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>Title</th>\n",
       "      <th>runtime_mins</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>La La Land</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Hacksaw Ridge</td>\n",
       "      <td>139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Lion</td>\n",
       "      <td>118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Interstellar</td>\n",
       "      <td>169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>Star Wars: Episode VII - The Force Awakens</td>\n",
       "      <td>136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>The Prestige</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Zootopia</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>The Avengers</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Inception</td>\n",
       "      <td>148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>The Wolf of Wall Street</td>\n",
       "      <td>180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Gone Girl</td>\n",
       "      <td>149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Prisoners</td>\n",
       "      <td>153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>The Help</td>\n",
       "      <td>146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Kimi no na wa</td>\n",
       "      <td>106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>The Departed</td>\n",
       "      <td>151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>12 Years a Slave</td>\n",
       "      <td>134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 2</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>The Dark Knight Rises</td>\n",
       "      <td>164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>Whiplash</td>\n",
       "      <td>107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>Shutter Island</td>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Room</td>\n",
       "      <td>118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Django Unchained</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Ah-ga-ssi</td>\n",
       "      <td>144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>Spotlight</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>Warrior</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>Into the Wild</td>\n",
       "      <td>148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>The Imitation Game</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Pan's Labyrinth</td>\n",
       "      <td>118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>The Grand Budapest Hotel</td>\n",
       "      <td>99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>Inside Out</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>The Intouchables</td>\n",
       "      <td>112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>There Will Be Blood</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>Rush</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>The Bourne Ultimatum</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>3 Idiots</td>\n",
       "      <td>170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>Jagten</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476</th>\n",
       "      <td>The Lives of Others</td>\n",
       "      <td>137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>499</th>\n",
       "      <td>Up</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>Mommy</td>\n",
       "      <td>139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>Relatos salvajes</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>Toy Story 3</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>713</th>\n",
       "      <td>Incendies</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>742</th>\n",
       "      <td>El secreto de sus ojos</td>\n",
       "      <td>129</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>765</th>\n",
       "      <td>PK</td>\n",
       "      <td>153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>How to Train Your Dragon</td>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>991</th>\n",
       "      <td>Taare Zameen Par</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            Title  runtime_mins\n",
       "0                         Guardians of the Galaxy           121\n",
       "6                                      La La Land           128\n",
       "16                                  Hacksaw Ridge           139\n",
       "18                                           Lion           118\n",
       "36                                   Interstellar           169\n",
       "50     Star Wars: Episode VII - The Force Awakens           136\n",
       "54                                The Dark Knight           152\n",
       "64                                   The Prestige           130\n",
       "67                             Mad Max: Fury Road           120\n",
       "74                                       Zootopia           108\n",
       "76                                   The Avengers           143\n",
       "77                           Inglourious Basterds           153\n",
       "80                                      Inception           148\n",
       "82                        The Wolf of Wall Street           180\n",
       "83                                      Gone Girl           149\n",
       "90                                      Prisoners           153\n",
       "92                                       The Help           146\n",
       "96                                  Kimi no na wa           106\n",
       "99                                   The Departed           151\n",
       "111                              12 Years a Slave           134\n",
       "114  Harry Potter and the Deathly Hallows: Part 2           130\n",
       "124                         The Dark Knight Rises           164\n",
       "133                                      Whiplash           107\n",
       "136                        No Country for Old Men           122\n",
       "138                                Shutter Island           138\n",
       "143                                          Room           118\n",
       "144                              Django Unchained           165\n",
       "145                                     Ah-ga-ssi           144\n",
       "192                                     Spotlight           128\n",
       "194                                       Warrior           140\n",
       "197                                 Into the Wild           148\n",
       "198                            The Imitation Game           114\n",
       "230                               Pan's Labyrinth           118\n",
       "238                      The Grand Budapest Hotel            99\n",
       "241                                    Inside Out            95\n",
       "249                              The Intouchables           112\n",
       "299                           There Will Be Blood           158\n",
       "334                                          Rush           123\n",
       "427                          The Bourne Ultimatum           115\n",
       "430                                      3 Idiots           170\n",
       "455                                        Jagten           115\n",
       "476                           The Lives of Others           137\n",
       "499                                            Up            96\n",
       "608                                         Mommy           139\n",
       "641                              Relatos salvajes           122\n",
       "688                                   Toy Story 3           103\n",
       "713                                     Incendies           131\n",
       "742                        El secreto de sus ojos           129\n",
       "765                                            PK           153\n",
       "772                      How to Train Your Dragon            98\n",
       "991                              Taare Zameen Par           165"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d3 = data[['Title','runtime_mins']]\n",
    "result_2 = d3[d3['runtime_mins'] >= 60]\n",
    "result_2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06c3c666",
   "metadata": {},
   "source": [
    "### To display all the details which has rating more than 8 and votes more than 1000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "a9a35cd4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Rank</th>\n",
       "      <th>Title</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Description</th>\n",
       "      <th>Director</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Year</th>\n",
       "      <th>runtime_mins</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>revenue_millions</th>\n",
       "      <th>Metascore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A group of intergalactic criminals are forced ...</td>\n",
       "      <td>James Gunn</td>\n",
       "      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...</td>\n",
       "      <td>2014</td>\n",
       "      <td>121</td>\n",
       "      <td>8.1</td>\n",
       "      <td>757074</td>\n",
       "      <td>333.13</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>La La Land</td>\n",
       "      <td>Comedy,Drama,Music</td>\n",
       "      <td>A jazz pianist falls for an aspiring actress i...</td>\n",
       "      <td>Damien Chazelle</td>\n",
       "      <td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....</td>\n",
       "      <td>2016</td>\n",
       "      <td>128</td>\n",
       "      <td>8.3</td>\n",
       "      <td>258682</td>\n",
       "      <td>151.06</td>\n",
       "      <td>93.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>Hacksaw Ridge</td>\n",
       "      <td>Biography,Drama,History</td>\n",
       "      <td>WWII American Army Medic Desmond T. Doss, who ...</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>Andrew Garfield, Sam Worthington, Luke Bracey,...</td>\n",
       "      <td>2016</td>\n",
       "      <td>139</td>\n",
       "      <td>8.2</td>\n",
       "      <td>211760</td>\n",
       "      <td>67.12</td>\n",
       "      <td>71.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>Lion</td>\n",
       "      <td>Biography,Drama</td>\n",
       "      <td>A five-year-old Indian boy gets lost on the st...</td>\n",
       "      <td>Garth Davis</td>\n",
       "      <td>Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...</td>\n",
       "      <td>2016</td>\n",
       "      <td>118</td>\n",
       "      <td>8.1</td>\n",
       "      <td>102061</td>\n",
       "      <td>51.69</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>37</td>\n",
       "      <td>Interstellar</td>\n",
       "      <td>Adventure,Drama,Sci-Fi</td>\n",
       "      <td>A team of explorers travel through a wormhole ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Matthew McConaughey, Anne Hathaway, Jessica Ch...</td>\n",
       "      <td>2014</td>\n",
       "      <td>169</td>\n",
       "      <td>8.6</td>\n",
       "      <td>1047747</td>\n",
       "      <td>187.99</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>51</td>\n",
       "      <td>Star Wars: Episode VII - The Force Awakens</td>\n",
       "      <td>Action,Adventure,Fantasy</td>\n",
       "      <td>Three decades after the defeat of the Galactic...</td>\n",
       "      <td>J.J. Abrams</td>\n",
       "      <td>Daisy Ridley, John Boyega, Oscar Isaac, Domhna...</td>\n",
       "      <td>2015</td>\n",
       "      <td>136</td>\n",
       "      <td>8.1</td>\n",
       "      <td>661608</td>\n",
       "      <td>936.63</td>\n",
       "      <td>81.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>55</td>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>Action,Crime,Drama</td>\n",
       "      <td>When the menace known as the Joker wreaks havo...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Heath Ledger, Aaron Eckhart,Mi...</td>\n",
       "      <td>2008</td>\n",
       "      <td>152</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1791916</td>\n",
       "      <td>533.32</td>\n",
       "      <td>82.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>65</td>\n",
       "      <td>The Prestige</td>\n",
       "      <td>Drama,Mystery,Sci-Fi</td>\n",
       "      <td>Two stage magicians engage in competitive one-...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Hugh Jackman, Scarlett Johanss...</td>\n",
       "      <td>2006</td>\n",
       "      <td>130</td>\n",
       "      <td>8.5</td>\n",
       "      <td>913152</td>\n",
       "      <td>53.08</td>\n",
       "      <td>66.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>68</td>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A woman rebels against a tyrannical ruler in p...</td>\n",
       "      <td>George Miller</td>\n",
       "      <td>Tom Hardy, Charlize Theron, Nicholas Hoult, Zo...</td>\n",
       "      <td>2015</td>\n",
       "      <td>120</td>\n",
       "      <td>8.1</td>\n",
       "      <td>632842</td>\n",
       "      <td>153.63</td>\n",
       "      <td>90.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>Zootopia</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>In a city of anthropomorphic animals, a rookie...</td>\n",
       "      <td>Byron Howard</td>\n",
       "      <td>Ginnifer Goodwin, Jason Bateman, Idris Elba, J...</td>\n",
       "      <td>2016</td>\n",
       "      <td>108</td>\n",
       "      <td>8.1</td>\n",
       "      <td>296853</td>\n",
       "      <td>341.26</td>\n",
       "      <td>78.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>The Avengers</td>\n",
       "      <td>Action,Sci-Fi</td>\n",
       "      <td>Earth's mightiest heroes must come together an...</td>\n",
       "      <td>Joss Whedon</td>\n",
       "      <td>Robert Downey Jr., Chris Evans, Scarlett Johan...</td>\n",
       "      <td>2012</td>\n",
       "      <td>143</td>\n",
       "      <td>8.1</td>\n",
       "      <td>1045588</td>\n",
       "      <td>623.28</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>Adventure,Drama,War</td>\n",
       "      <td>In Nazi-occupied France during World War II, a...</td>\n",
       "      <td>Quentin Tarantino</td>\n",
       "      <td>Brad Pitt, Diane Kruger, Eli Roth,Mélanie Laurent</td>\n",
       "      <td>2009</td>\n",
       "      <td>153</td>\n",
       "      <td>8.3</td>\n",
       "      <td>959065</td>\n",
       "      <td>120.52</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>Inception</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A thief, who steals corporate secrets through ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...</td>\n",
       "      <td>2010</td>\n",
       "      <td>148</td>\n",
       "      <td>8.8</td>\n",
       "      <td>1583625</td>\n",
       "      <td>292.57</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>The Wolf of Wall Street</td>\n",
       "      <td>Biography,Comedy,Crime</td>\n",
       "      <td>Based on the true story of Jordan Belfort, fro...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...</td>\n",
       "      <td>2013</td>\n",
       "      <td>180</td>\n",
       "      <td>8.2</td>\n",
       "      <td>865134</td>\n",
       "      <td>116.87</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>Gone Girl</td>\n",
       "      <td>Crime,Drama,Mystery</td>\n",
       "      <td>With his wife's disappearance having become th...</td>\n",
       "      <td>David Fincher</td>\n",
       "      <td>Ben Affleck, Rosamund Pike, Neil Patrick Harri...</td>\n",
       "      <td>2014</td>\n",
       "      <td>149</td>\n",
       "      <td>8.1</td>\n",
       "      <td>636243</td>\n",
       "      <td>167.74</td>\n",
       "      <td>79.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>Prisoners</td>\n",
       "      <td>Crime,Drama,Mystery</td>\n",
       "      <td>When Keller Dover's daughter and her friend go...</td>\n",
       "      <td>Denis Villeneuve</td>\n",
       "      <td>Hugh Jackman, Jake Gyllenhaal, Viola Davis,Mel...</td>\n",
       "      <td>2013</td>\n",
       "      <td>153</td>\n",
       "      <td>8.1</td>\n",
       "      <td>431185</td>\n",
       "      <td>60.96</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>The Help</td>\n",
       "      <td>Drama</td>\n",
       "      <td>An aspiring author during the civil rights mov...</td>\n",
       "      <td>Tate Taylor</td>\n",
       "      <td>Emma Stone, Viola Davis, Octavia Spencer, Bryc...</td>\n",
       "      <td>2011</td>\n",
       "      <td>146</td>\n",
       "      <td>8.1</td>\n",
       "      <td>342429</td>\n",
       "      <td>169.71</td>\n",
       "      <td>62.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>The Departed</td>\n",
       "      <td>Crime,Drama,Thriller</td>\n",
       "      <td>An undercover cop and a mole in the police att...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Matt Damon, Jack Nicholson,...</td>\n",
       "      <td>2006</td>\n",
       "      <td>151</td>\n",
       "      <td>8.5</td>\n",
       "      <td>937414</td>\n",
       "      <td>132.37</td>\n",
       "      <td>85.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>112</td>\n",
       "      <td>12 Years a Slave</td>\n",
       "      <td>Biography,Drama,History</td>\n",
       "      <td>In the antebellum United States, Solomon North...</td>\n",
       "      <td>Steve McQueen</td>\n",
       "      <td>Chiwetel Ejiofor, Michael Kenneth Williams, Mi...</td>\n",
       "      <td>2013</td>\n",
       "      <td>134</td>\n",
       "      <td>8.1</td>\n",
       "      <td>486338</td>\n",
       "      <td>56.67</td>\n",
       "      <td>96.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>115</td>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 2</td>\n",
       "      <td>Adventure,Drama,Fantasy</td>\n",
       "      <td>Harry, Ron and Hermione search for Voldemort's...</td>\n",
       "      <td>David Yates</td>\n",
       "      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, M...</td>\n",
       "      <td>2011</td>\n",
       "      <td>130</td>\n",
       "      <td>8.1</td>\n",
       "      <td>590595</td>\n",
       "      <td>380.96</td>\n",
       "      <td>87.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>125</td>\n",
       "      <td>The Dark Knight Rises</td>\n",
       "      <td>Action,Thriller</td>\n",
       "      <td>Eight years after the Joker's reign of anarchy...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Tom Hardy, Anne Hathaway,Gary ...</td>\n",
       "      <td>2012</td>\n",
       "      <td>164</td>\n",
       "      <td>8.5</td>\n",
       "      <td>1222645</td>\n",
       "      <td>448.13</td>\n",
       "      <td>78.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>134</td>\n",
       "      <td>Whiplash</td>\n",
       "      <td>Drama,Music</td>\n",
       "      <td>A promising young drummer enrolls at a cut-thr...</td>\n",
       "      <td>Damien Chazelle</td>\n",
       "      <td>Miles Teller, J.K. Simmons, Melissa Benoist, P...</td>\n",
       "      <td>2014</td>\n",
       "      <td>107</td>\n",
       "      <td>8.5</td>\n",
       "      <td>477276</td>\n",
       "      <td>13.09</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>137</td>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>Crime,Drama,Thriller</td>\n",
       "      <td>Violence and mayhem ensue after a hunter stumb...</td>\n",
       "      <td>Ethan Coen</td>\n",
       "      <td>Tommy Lee Jones, Javier Bardem, Josh Brolin, W...</td>\n",
       "      <td>2007</td>\n",
       "      <td>122</td>\n",
       "      <td>8.1</td>\n",
       "      <td>660286</td>\n",
       "      <td>74.27</td>\n",
       "      <td>91.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>139</td>\n",
       "      <td>Shutter Island</td>\n",
       "      <td>Mystery,Thriller</td>\n",
       "      <td>In 1954, a U.S. marshal investigates the disap...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Emily Mortimer, Mark Ruffal...</td>\n",
       "      <td>2010</td>\n",
       "      <td>138</td>\n",
       "      <td>8.1</td>\n",
       "      <td>855604</td>\n",
       "      <td>127.97</td>\n",
       "      <td>63.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>144</td>\n",
       "      <td>Room</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A young boy is raised within the confines of a...</td>\n",
       "      <td>Lenny Abrahamson</td>\n",
       "      <td>Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...</td>\n",
       "      <td>2015</td>\n",
       "      <td>118</td>\n",
       "      <td>8.2</td>\n",
       "      <td>224132</td>\n",
       "      <td>14.68</td>\n",
       "      <td>86.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>145</td>\n",
       "      <td>Django Unchained</td>\n",
       "      <td>Drama,Western</td>\n",
       "      <td>With the help of a German bounty hunter , a fr...</td>\n",
       "      <td>Quentin Tarantino</td>\n",
       "      <td>Jamie Foxx, Christoph Waltz, Leonardo DiCaprio...</td>\n",
       "      <td>2012</td>\n",
       "      <td>165</td>\n",
       "      <td>8.4</td>\n",
       "      <td>1039115</td>\n",
       "      <td>162.80</td>\n",
       "      <td>81.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>193</td>\n",
       "      <td>Spotlight</td>\n",
       "      <td>Crime,Drama,History</td>\n",
       "      <td>The true story of how the Boston Globe uncover...</td>\n",
       "      <td>Tom McCarthy</td>\n",
       "      <td>Mark Ruffalo, Michael Keaton, Rachel McAdams, ...</td>\n",
       "      <td>2015</td>\n",
       "      <td>128</td>\n",
       "      <td>8.1</td>\n",
       "      <td>268282</td>\n",
       "      <td>44.99</td>\n",
       "      <td>93.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>195</td>\n",
       "      <td>Warrior</td>\n",
       "      <td>Action,Drama,Sport</td>\n",
       "      <td>The youngest son of an alcoholic former boxer ...</td>\n",
       "      <td>Gavin O'Connor</td>\n",
       "      <td>Tom Hardy, Nick Nolte, Joel Edgerton, Jennifer...</td>\n",
       "      <td>2011</td>\n",
       "      <td>140</td>\n",
       "      <td>8.2</td>\n",
       "      <td>355722</td>\n",
       "      <td>13.65</td>\n",
       "      <td>71.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>198</td>\n",
       "      <td>Into the Wild</td>\n",
       "      <td>Adventure,Biography,Drama</td>\n",
       "      <td>After graduating from Emory University, top st...</td>\n",
       "      <td>Sean Penn</td>\n",
       "      <td>Emile Hirsch, Vince Vaughn, Catherine Keener, ...</td>\n",
       "      <td>2007</td>\n",
       "      <td>148</td>\n",
       "      <td>8.1</td>\n",
       "      <td>459304</td>\n",
       "      <td>18.35</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>199</td>\n",
       "      <td>The Imitation Game</td>\n",
       "      <td>Biography,Drama,Thriller</td>\n",
       "      <td>During World War II, mathematician Alan Turing...</td>\n",
       "      <td>Morten Tyldum</td>\n",
       "      <td>Benedict Cumberbatch, Keira Knightley, Matthew...</td>\n",
       "      <td>2014</td>\n",
       "      <td>114</td>\n",
       "      <td>8.1</td>\n",
       "      <td>532353</td>\n",
       "      <td>91.12</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>231</td>\n",
       "      <td>Pan's Labyrinth</td>\n",
       "      <td>Drama,Fantasy,War</td>\n",
       "      <td>In the falangist Spain of 1944, the bookish yo...</td>\n",
       "      <td>Guillermo del Toro</td>\n",
       "      <td>Ivana Baquero, Ariadna Gil, Sergi López,Maribe...</td>\n",
       "      <td>2006</td>\n",
       "      <td>118</td>\n",
       "      <td>8.2</td>\n",
       "      <td>498879</td>\n",
       "      <td>37.62</td>\n",
       "      <td>98.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>239</td>\n",
       "      <td>The Grand Budapest Hotel</td>\n",
       "      <td>Adventure,Comedy,Drama</td>\n",
       "      <td>The adventures of Gustave H, a legendary conci...</td>\n",
       "      <td>Wes Anderson</td>\n",
       "      <td>Ralph Fiennes, F. Murray Abraham, Mathieu Amal...</td>\n",
       "      <td>2014</td>\n",
       "      <td>99</td>\n",
       "      <td>8.1</td>\n",
       "      <td>530881</td>\n",
       "      <td>59.07</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>242</td>\n",
       "      <td>Inside Out</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>After young Riley is uprooted from her Midwest...</td>\n",
       "      <td>Pete Docter</td>\n",
       "      <td>Amy Poehler, Bill Hader, Lewis Black, Mindy Ka...</td>\n",
       "      <td>2015</td>\n",
       "      <td>95</td>\n",
       "      <td>8.2</td>\n",
       "      <td>416689</td>\n",
       "      <td>356.45</td>\n",
       "      <td>94.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>250</td>\n",
       "      <td>The Intouchables</td>\n",
       "      <td>Biography,Comedy,Drama</td>\n",
       "      <td>After he becomes a quadriplegic from a paragli...</td>\n",
       "      <td>Olivier Nakache</td>\n",
       "      <td>François Cluzet, Omar Sy, Anne Le Ny, Audrey F...</td>\n",
       "      <td>2011</td>\n",
       "      <td>112</td>\n",
       "      <td>8.6</td>\n",
       "      <td>557965</td>\n",
       "      <td>13.18</td>\n",
       "      <td>57.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>300</td>\n",
       "      <td>There Will Be Blood</td>\n",
       "      <td>Drama,History</td>\n",
       "      <td>A story of family, religion, hatred, oil and m...</td>\n",
       "      <td>Paul Thomas Anderson</td>\n",
       "      <td>Daniel Day-Lewis, Paul Dano, Ciarán Hinds,Mart...</td>\n",
       "      <td>2007</td>\n",
       "      <td>158</td>\n",
       "      <td>8.1</td>\n",
       "      <td>400682</td>\n",
       "      <td>40.22</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>335</td>\n",
       "      <td>Rush</td>\n",
       "      <td>Action,Biography,Drama</td>\n",
       "      <td>The merciless 1970s rivalry between Formula On...</td>\n",
       "      <td>Ron Howard</td>\n",
       "      <td>Daniel Brühl, Chris Hemsworth, Olivia Wilde,Al...</td>\n",
       "      <td>2013</td>\n",
       "      <td>123</td>\n",
       "      <td>8.1</td>\n",
       "      <td>339722</td>\n",
       "      <td>26.90</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>428</td>\n",
       "      <td>The Bourne Ultimatum</td>\n",
       "      <td>Action,Mystery,Thriller</td>\n",
       "      <td>Jason Bourne dodges a ruthless CIA official an...</td>\n",
       "      <td>Paul Greengrass</td>\n",
       "      <td>Matt Damon, Edgar Ramírez, Joan Allen, Julia S...</td>\n",
       "      <td>2007</td>\n",
       "      <td>115</td>\n",
       "      <td>8.1</td>\n",
       "      <td>525700</td>\n",
       "      <td>227.14</td>\n",
       "      <td>85.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>431</td>\n",
       "      <td>3 Idiots</td>\n",
       "      <td>Comedy,Drama</td>\n",
       "      <td>Two friends are searching for their long lost ...</td>\n",
       "      <td>Rajkumar Hirani</td>\n",
       "      <td>Aamir Khan, Madhavan, Mona Singh, Sharman Joshi</td>\n",
       "      <td>2009</td>\n",
       "      <td>170</td>\n",
       "      <td>8.4</td>\n",
       "      <td>238789</td>\n",
       "      <td>6.52</td>\n",
       "      <td>67.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>456</td>\n",
       "      <td>Jagten</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A teacher lives a lonely life, all the while s...</td>\n",
       "      <td>Thomas Vinterberg</td>\n",
       "      <td>Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...</td>\n",
       "      <td>2012</td>\n",
       "      <td>115</td>\n",
       "      <td>8.3</td>\n",
       "      <td>192263</td>\n",
       "      <td>0.61</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476</th>\n",
       "      <td>477</td>\n",
       "      <td>The Lives of Others</td>\n",
       "      <td>Drama,Thriller</td>\n",
       "      <td>In 1984 East Berlin, an agent of the secret po...</td>\n",
       "      <td>Florian Henckel von Donnersmarck</td>\n",
       "      <td>Ulrich Mühe, Martina Gedeck,Sebastian Koch, Ul...</td>\n",
       "      <td>2006</td>\n",
       "      <td>137</td>\n",
       "      <td>8.5</td>\n",
       "      <td>278103</td>\n",
       "      <td>11.28</td>\n",
       "      <td>89.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>499</th>\n",
       "      <td>500</td>\n",
       "      <td>Up</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>Seventy-eight year old Carl Fredricksen travel...</td>\n",
       "      <td>Pete Docter</td>\n",
       "      <td>Edward Asner, Jordan Nagai, John Ratzenberger,...</td>\n",
       "      <td>2009</td>\n",
       "      <td>96</td>\n",
       "      <td>8.3</td>\n",
       "      <td>722203</td>\n",
       "      <td>292.98</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>642</td>\n",
       "      <td>Relatos salvajes</td>\n",
       "      <td>Comedy,Drama,Thriller</td>\n",
       "      <td>Six short stories that explore the extremities...</td>\n",
       "      <td>Damián Szifron</td>\n",
       "      <td>Darío Grandinetti, María Marull, Mónica Villa,...</td>\n",
       "      <td>2014</td>\n",
       "      <td>122</td>\n",
       "      <td>8.1</td>\n",
       "      <td>110100</td>\n",
       "      <td>3.08</td>\n",
       "      <td>77.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>689</td>\n",
       "      <td>Toy Story 3</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>The toys are mistakenly delivered to a day-car...</td>\n",
       "      <td>Lee Unkrich</td>\n",
       "      <td>Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty</td>\n",
       "      <td>2010</td>\n",
       "      <td>103</td>\n",
       "      <td>8.3</td>\n",
       "      <td>586669</td>\n",
       "      <td>414.98</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>713</th>\n",
       "      <td>714</td>\n",
       "      <td>Incendies</td>\n",
       "      <td>Drama,Mystery,War</td>\n",
       "      <td>Twins journey to the Middle East to discover t...</td>\n",
       "      <td>Denis Villeneuve</td>\n",
       "      <td>Lubna Azabal, Mélissa Désormeaux-Poulin, Maxim...</td>\n",
       "      <td>2010</td>\n",
       "      <td>131</td>\n",
       "      <td>8.2</td>\n",
       "      <td>92863</td>\n",
       "      <td>6.86</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>742</th>\n",
       "      <td>743</td>\n",
       "      <td>El secreto de sus ojos</td>\n",
       "      <td>Drama,Mystery,Romance</td>\n",
       "      <td>A retired legal counselor writes a novel hopin...</td>\n",
       "      <td>Juan José Campanella</td>\n",
       "      <td>Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...</td>\n",
       "      <td>2009</td>\n",
       "      <td>129</td>\n",
       "      <td>8.2</td>\n",
       "      <td>144524</td>\n",
       "      <td>20.17</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>765</th>\n",
       "      <td>766</td>\n",
       "      <td>PK</td>\n",
       "      <td>Comedy,Drama,Romance</td>\n",
       "      <td>A stranger in the city asks questions no one h...</td>\n",
       "      <td>Rajkumar Hirani</td>\n",
       "      <td>Aamir Khan, Anushka Sharma, Sanjay Dutt,Boman ...</td>\n",
       "      <td>2014</td>\n",
       "      <td>153</td>\n",
       "      <td>8.2</td>\n",
       "      <td>103279</td>\n",
       "      <td>10.57</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>773</td>\n",
       "      <td>How to Train Your Dragon</td>\n",
       "      <td>Animation,Action,Adventure</td>\n",
       "      <td>A hapless young Viking who aspires to hunt dra...</td>\n",
       "      <td>Dean DeBlois</td>\n",
       "      <td>Jay Baruchel, Gerard Butler,Christopher Mintz-...</td>\n",
       "      <td>2010</td>\n",
       "      <td>98</td>\n",
       "      <td>8.1</td>\n",
       "      <td>523893</td>\n",
       "      <td>217.39</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>991</th>\n",
       "      <td>992</td>\n",
       "      <td>Taare Zameen Par</td>\n",
       "      <td>Drama,Family,Music</td>\n",
       "      <td>An eight-year-old boy is thought to be a lazy ...</td>\n",
       "      <td>Aamir Khan</td>\n",
       "      <td>Darsheel Safary, Aamir Khan, Tanay Chheda, Sac...</td>\n",
       "      <td>2007</td>\n",
       "      <td>165</td>\n",
       "      <td>8.5</td>\n",
       "      <td>102697</td>\n",
       "      <td>1.20</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Rank                                         Title  \\\n",
       "0       1                       Guardians of the Galaxy   \n",
       "6       7                                    La La Land   \n",
       "16     17                                 Hacksaw Ridge   \n",
       "18     19                                          Lion   \n",
       "36     37                                  Interstellar   \n",
       "50     51    Star Wars: Episode VII - The Force Awakens   \n",
       "54     55                               The Dark Knight   \n",
       "64     65                                  The Prestige   \n",
       "67     68                            Mad Max: Fury Road   \n",
       "74     75                                      Zootopia   \n",
       "76     77                                  The Avengers   \n",
       "77     78                          Inglourious Basterds   \n",
       "80     81                                     Inception   \n",
       "82     83                       The Wolf of Wall Street   \n",
       "83     84                                     Gone Girl   \n",
       "90     91                                     Prisoners   \n",
       "92     93                                      The Help   \n",
       "99    100                                  The Departed   \n",
       "111   112                              12 Years a Slave   \n",
       "114   115  Harry Potter and the Deathly Hallows: Part 2   \n",
       "124   125                         The Dark Knight Rises   \n",
       "133   134                                      Whiplash   \n",
       "136   137                        No Country for Old Men   \n",
       "138   139                                Shutter Island   \n",
       "143   144                                          Room   \n",
       "144   145                              Django Unchained   \n",
       "192   193                                     Spotlight   \n",
       "194   195                                       Warrior   \n",
       "197   198                                 Into the Wild   \n",
       "198   199                            The Imitation Game   \n",
       "230   231                               Pan's Labyrinth   \n",
       "238   239                      The Grand Budapest Hotel   \n",
       "241   242                                    Inside Out   \n",
       "249   250                              The Intouchables   \n",
       "299   300                           There Will Be Blood   \n",
       "334   335                                          Rush   \n",
       "427   428                          The Bourne Ultimatum   \n",
       "430   431                                      3 Idiots   \n",
       "455   456                                        Jagten   \n",
       "476   477                           The Lives of Others   \n",
       "499   500                                            Up   \n",
       "641   642                              Relatos salvajes   \n",
       "688   689                                   Toy Story 3   \n",
       "713   714                                     Incendies   \n",
       "742   743                        El secreto de sus ojos   \n",
       "765   766                                            PK   \n",
       "772   773                      How to Train Your Dragon   \n",
       "991   992                              Taare Zameen Par   \n",
       "\n",
       "                          Genre  \\\n",
       "0       Action,Adventure,Sci-Fi   \n",
       "6            Comedy,Drama,Music   \n",
       "16      Biography,Drama,History   \n",
       "18              Biography,Drama   \n",
       "36       Adventure,Drama,Sci-Fi   \n",
       "50     Action,Adventure,Fantasy   \n",
       "54           Action,Crime,Drama   \n",
       "64         Drama,Mystery,Sci-Fi   \n",
       "67      Action,Adventure,Sci-Fi   \n",
       "74   Animation,Adventure,Comedy   \n",
       "76                Action,Sci-Fi   \n",
       "77          Adventure,Drama,War   \n",
       "80      Action,Adventure,Sci-Fi   \n",
       "82       Biography,Comedy,Crime   \n",
       "83          Crime,Drama,Mystery   \n",
       "90          Crime,Drama,Mystery   \n",
       "92                        Drama   \n",
       "99         Crime,Drama,Thriller   \n",
       "111     Biography,Drama,History   \n",
       "114     Adventure,Drama,Fantasy   \n",
       "124             Action,Thriller   \n",
       "133                 Drama,Music   \n",
       "136        Crime,Drama,Thriller   \n",
       "138            Mystery,Thriller   \n",
       "143                       Drama   \n",
       "144               Drama,Western   \n",
       "192         Crime,Drama,History   \n",
       "194          Action,Drama,Sport   \n",
       "197   Adventure,Biography,Drama   \n",
       "198    Biography,Drama,Thriller   \n",
       "230           Drama,Fantasy,War   \n",
       "238      Adventure,Comedy,Drama   \n",
       "241  Animation,Adventure,Comedy   \n",
       "249      Biography,Comedy,Drama   \n",
       "299               Drama,History   \n",
       "334      Action,Biography,Drama   \n",
       "427     Action,Mystery,Thriller   \n",
       "430                Comedy,Drama   \n",
       "455                       Drama   \n",
       "476              Drama,Thriller   \n",
       "499  Animation,Adventure,Comedy   \n",
       "641       Comedy,Drama,Thriller   \n",
       "688  Animation,Adventure,Comedy   \n",
       "713           Drama,Mystery,War   \n",
       "742       Drama,Mystery,Romance   \n",
       "765        Comedy,Drama,Romance   \n",
       "772  Animation,Action,Adventure   \n",
       "991          Drama,Family,Music   \n",
       "\n",
       "                                           Description  \\\n",
       "0    A group of intergalactic criminals are forced ...   \n",
       "6    A jazz pianist falls for an aspiring actress i...   \n",
       "16   WWII American Army Medic Desmond T. Doss, who ...   \n",
       "18   A five-year-old Indian boy gets lost on the st...   \n",
       "36   A team of explorers travel through a wormhole ...   \n",
       "50   Three decades after the defeat of the Galactic...   \n",
       "54   When the menace known as the Joker wreaks havo...   \n",
       "64   Two stage magicians engage in competitive one-...   \n",
       "67   A woman rebels against a tyrannical ruler in p...   \n",
       "74   In a city of anthropomorphic animals, a rookie...   \n",
       "76   Earth's mightiest heroes must come together an...   \n",
       "77   In Nazi-occupied France during World War II, a...   \n",
       "80   A thief, who steals corporate secrets through ...   \n",
       "82   Based on the true story of Jordan Belfort, fro...   \n",
       "83   With his wife's disappearance having become th...   \n",
       "90   When Keller Dover's daughter and her friend go...   \n",
       "92   An aspiring author during the civil rights mov...   \n",
       "99   An undercover cop and a mole in the police att...   \n",
       "111  In the antebellum United States, Solomon North...   \n",
       "114  Harry, Ron and Hermione search for Voldemort's...   \n",
       "124  Eight years after the Joker's reign of anarchy...   \n",
       "133  A promising young drummer enrolls at a cut-thr...   \n",
       "136  Violence and mayhem ensue after a hunter stumb...   \n",
       "138  In 1954, a U.S. marshal investigates the disap...   \n",
       "143  A young boy is raised within the confines of a...   \n",
       "144  With the help of a German bounty hunter , a fr...   \n",
       "192  The true story of how the Boston Globe uncover...   \n",
       "194  The youngest son of an alcoholic former boxer ...   \n",
       "197  After graduating from Emory University, top st...   \n",
       "198  During World War II, mathematician Alan Turing...   \n",
       "230  In the falangist Spain of 1944, the bookish yo...   \n",
       "238  The adventures of Gustave H, a legendary conci...   \n",
       "241  After young Riley is uprooted from her Midwest...   \n",
       "249  After he becomes a quadriplegic from a paragli...   \n",
       "299  A story of family, religion, hatred, oil and m...   \n",
       "334  The merciless 1970s rivalry between Formula On...   \n",
       "427  Jason Bourne dodges a ruthless CIA official an...   \n",
       "430  Two friends are searching for their long lost ...   \n",
       "455  A teacher lives a lonely life, all the while s...   \n",
       "476  In 1984 East Berlin, an agent of the secret po...   \n",
       "499  Seventy-eight year old Carl Fredricksen travel...   \n",
       "641  Six short stories that explore the extremities...   \n",
       "688  The toys are mistakenly delivered to a day-car...   \n",
       "713  Twins journey to the Middle East to discover t...   \n",
       "742  A retired legal counselor writes a novel hopin...   \n",
       "765  A stranger in the city asks questions no one h...   \n",
       "772  A hapless young Viking who aspires to hunt dra...   \n",
       "991  An eight-year-old boy is thought to be a lazy ...   \n",
       "\n",
       "                             Director  \\\n",
       "0                          James Gunn   \n",
       "6                     Damien Chazelle   \n",
       "16                         Mel Gibson   \n",
       "18                        Garth Davis   \n",
       "36                  Christopher Nolan   \n",
       "50                        J.J. Abrams   \n",
       "54                  Christopher Nolan   \n",
       "64                  Christopher Nolan   \n",
       "67                      George Miller   \n",
       "74                       Byron Howard   \n",
       "76                        Joss Whedon   \n",
       "77                  Quentin Tarantino   \n",
       "80                  Christopher Nolan   \n",
       "82                    Martin Scorsese   \n",
       "83                      David Fincher   \n",
       "90                   Denis Villeneuve   \n",
       "92                        Tate Taylor   \n",
       "99                    Martin Scorsese   \n",
       "111                     Steve McQueen   \n",
       "114                       David Yates   \n",
       "124                 Christopher Nolan   \n",
       "133                   Damien Chazelle   \n",
       "136                        Ethan Coen   \n",
       "138                   Martin Scorsese   \n",
       "143                  Lenny Abrahamson   \n",
       "144                 Quentin Tarantino   \n",
       "192                      Tom McCarthy   \n",
       "194                    Gavin O'Connor   \n",
       "197                         Sean Penn   \n",
       "198                     Morten Tyldum   \n",
       "230                Guillermo del Toro   \n",
       "238                      Wes Anderson   \n",
       "241                       Pete Docter   \n",
       "249                   Olivier Nakache   \n",
       "299              Paul Thomas Anderson   \n",
       "334                        Ron Howard   \n",
       "427                   Paul Greengrass   \n",
       "430                   Rajkumar Hirani   \n",
       "455                 Thomas Vinterberg   \n",
       "476  Florian Henckel von Donnersmarck   \n",
       "499                       Pete Docter   \n",
       "641                    Damián Szifron   \n",
       "688                       Lee Unkrich   \n",
       "713                  Denis Villeneuve   \n",
       "742              Juan José Campanella   \n",
       "765                   Rajkumar Hirani   \n",
       "772                      Dean DeBlois   \n",
       "991                        Aamir Khan   \n",
       "\n",
       "                                                Actors  Year  runtime_mins  \\\n",
       "0    Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...  2014           121   \n",
       "6    Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....  2016           128   \n",
       "16   Andrew Garfield, Sam Worthington, Luke Bracey,...  2016           139   \n",
       "18   Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...  2016           118   \n",
       "36   Matthew McConaughey, Anne Hathaway, Jessica Ch...  2014           169   \n",
       "50   Daisy Ridley, John Boyega, Oscar Isaac, Domhna...  2015           136   \n",
       "54   Christian Bale, Heath Ledger, Aaron Eckhart,Mi...  2008           152   \n",
       "64   Christian Bale, Hugh Jackman, Scarlett Johanss...  2006           130   \n",
       "67   Tom Hardy, Charlize Theron, Nicholas Hoult, Zo...  2015           120   \n",
       "74   Ginnifer Goodwin, Jason Bateman, Idris Elba, J...  2016           108   \n",
       "76   Robert Downey Jr., Chris Evans, Scarlett Johan...  2012           143   \n",
       "77   Brad Pitt, Diane Kruger, Eli Roth,Mélanie Laurent  2009           153   \n",
       "80   Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...  2010           148   \n",
       "82   Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...  2013           180   \n",
       "83   Ben Affleck, Rosamund Pike, Neil Patrick Harri...  2014           149   \n",
       "90   Hugh Jackman, Jake Gyllenhaal, Viola Davis,Mel...  2013           153   \n",
       "92   Emma Stone, Viola Davis, Octavia Spencer, Bryc...  2011           146   \n",
       "99   Leonardo DiCaprio, Matt Damon, Jack Nicholson,...  2006           151   \n",
       "111  Chiwetel Ejiofor, Michael Kenneth Williams, Mi...  2013           134   \n",
       "114  Daniel Radcliffe, Emma Watson, Rupert Grint, M...  2011           130   \n",
       "124  Christian Bale, Tom Hardy, Anne Hathaway,Gary ...  2012           164   \n",
       "133  Miles Teller, J.K. Simmons, Melissa Benoist, P...  2014           107   \n",
       "136  Tommy Lee Jones, Javier Bardem, Josh Brolin, W...  2007           122   \n",
       "138  Leonardo DiCaprio, Emily Mortimer, Mark Ruffal...  2010           138   \n",
       "143  Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...  2015           118   \n",
       "144  Jamie Foxx, Christoph Waltz, Leonardo DiCaprio...  2012           165   \n",
       "192  Mark Ruffalo, Michael Keaton, Rachel McAdams, ...  2015           128   \n",
       "194  Tom Hardy, Nick Nolte, Joel Edgerton, Jennifer...  2011           140   \n",
       "197  Emile Hirsch, Vince Vaughn, Catherine Keener, ...  2007           148   \n",
       "198  Benedict Cumberbatch, Keira Knightley, Matthew...  2014           114   \n",
       "230  Ivana Baquero, Ariadna Gil, Sergi López,Maribe...  2006           118   \n",
       "238  Ralph Fiennes, F. Murray Abraham, Mathieu Amal...  2014            99   \n",
       "241  Amy Poehler, Bill Hader, Lewis Black, Mindy Ka...  2015            95   \n",
       "249  François Cluzet, Omar Sy, Anne Le Ny, Audrey F...  2011           112   \n",
       "299  Daniel Day-Lewis, Paul Dano, Ciarán Hinds,Mart...  2007           158   \n",
       "334  Daniel Brühl, Chris Hemsworth, Olivia Wilde,Al...  2013           123   \n",
       "427  Matt Damon, Edgar Ramírez, Joan Allen, Julia S...  2007           115   \n",
       "430    Aamir Khan, Madhavan, Mona Singh, Sharman Joshi  2009           170   \n",
       "455  Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...  2012           115   \n",
       "476  Ulrich Mühe, Martina Gedeck,Sebastian Koch, Ul...  2006           137   \n",
       "499  Edward Asner, Jordan Nagai, John Ratzenberger,...  2009            96   \n",
       "641  Darío Grandinetti, María Marull, Mónica Villa,...  2014           122   \n",
       "688      Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty  2010           103   \n",
       "713  Lubna Azabal, Mélissa Désormeaux-Poulin, Maxim...  2010           131   \n",
       "742  Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...  2009           129   \n",
       "765  Aamir Khan, Anushka Sharma, Sanjay Dutt,Boman ...  2014           153   \n",
       "772  Jay Baruchel, Gerard Butler,Christopher Mintz-...  2010            98   \n",
       "991  Darsheel Safary, Aamir Khan, Tanay Chheda, Sac...  2007           165   \n",
       "\n",
       "     Rating    Votes  revenue_millions  Metascore  \n",
       "0       8.1   757074            333.13       76.0  \n",
       "6       8.3   258682            151.06       93.0  \n",
       "16      8.2   211760             67.12       71.0  \n",
       "18      8.1   102061             51.69       69.0  \n",
       "36      8.6  1047747            187.99       74.0  \n",
       "50      8.1   661608            936.63       81.0  \n",
       "54      9.0  1791916            533.32       82.0  \n",
       "64      8.5   913152             53.08       66.0  \n",
       "67      8.1   632842            153.63       90.0  \n",
       "74      8.1   296853            341.26       78.0  \n",
       "76      8.1  1045588            623.28       69.0  \n",
       "77      8.3   959065            120.52       69.0  \n",
       "80      8.8  1583625            292.57       74.0  \n",
       "82      8.2   865134            116.87       75.0  \n",
       "83      8.1   636243            167.74       79.0  \n",
       "90      8.1   431185             60.96       74.0  \n",
       "92      8.1   342429            169.71       62.0  \n",
       "99      8.5   937414            132.37       85.0  \n",
       "111     8.1   486338             56.67       96.0  \n",
       "114     8.1   590595            380.96       87.0  \n",
       "124     8.5  1222645            448.13       78.0  \n",
       "133     8.5   477276             13.09       88.0  \n",
       "136     8.1   660286             74.27       91.0  \n",
       "138     8.1   855604            127.97       63.0  \n",
       "143     8.2   224132             14.68       86.0  \n",
       "144     8.4  1039115            162.80       81.0  \n",
       "192     8.1   268282             44.99       93.0  \n",
       "194     8.2   355722             13.65       71.0  \n",
       "197     8.1   459304             18.35       73.0  \n",
       "198     8.1   532353             91.12       73.0  \n",
       "230     8.2   498879             37.62       98.0  \n",
       "238     8.1   530881             59.07       88.0  \n",
       "241     8.2   416689            356.45       94.0  \n",
       "249     8.6   557965             13.18       57.0  \n",
       "299     8.1   400682             40.22       92.0  \n",
       "334     8.1   339722             26.90       75.0  \n",
       "427     8.1   525700            227.14       85.0  \n",
       "430     8.4   238789              6.52       67.0  \n",
       "455     8.3   192263              0.61       76.0  \n",
       "476     8.5   278103             11.28       89.0  \n",
       "499     8.3   722203            292.98       88.0  \n",
       "641     8.1   110100              3.08       77.0  \n",
       "688     8.3   586669            414.98       92.0  \n",
       "713     8.2    92863              6.86       80.0  \n",
       "742     8.2   144524             20.17       80.0  \n",
       "765     8.2   103279             10.57       51.0  \n",
       "772     8.1   523893            217.39       74.0  \n",
       "991     8.5   102697              1.20       42.0  "
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d4 = data[(data['Rating'] > 8) & (data['Votes'] > 50000)]\n",
    "d4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8369d17c",
   "metadata": {},
   "source": [
    "### To display the details of which it's either rating is greater than 9 or metascore is 90"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "4c413c49",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([76., 93., 71., 69., 74., 81., 82., 66., 90., 78., 75., 79., 62.,\n",
       "       85., 96., 87., 88., 91., 63., 86., 84., 73., 98., 94., 57., 92.,\n",
       "       67., 89., 77., 80., 51., 42.])"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['Metascore'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "3f2acde9",
   "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>Rank</th>\n",
       "      <th>Title</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Description</th>\n",
       "      <th>Director</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Year</th>\n",
       "      <th>runtime_mins</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>revenue_millions</th>\n",
       "      <th>Metascore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A group of intergalactic criminals are forced ...</td>\n",
       "      <td>James Gunn</td>\n",
       "      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...</td>\n",
       "      <td>2014</td>\n",
       "      <td>121</td>\n",
       "      <td>8.1</td>\n",
       "      <td>757074</td>\n",
       "      <td>333.13</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>La La Land</td>\n",
       "      <td>Comedy,Drama,Music</td>\n",
       "      <td>A jazz pianist falls for an aspiring actress i...</td>\n",
       "      <td>Damien Chazelle</td>\n",
       "      <td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....</td>\n",
       "      <td>2016</td>\n",
       "      <td>128</td>\n",
       "      <td>8.3</td>\n",
       "      <td>258682</td>\n",
       "      <td>151.06</td>\n",
       "      <td>93.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>Hacksaw Ridge</td>\n",
       "      <td>Biography,Drama,History</td>\n",
       "      <td>WWII American Army Medic Desmond T. Doss, who ...</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>Andrew Garfield, Sam Worthington, Luke Bracey,...</td>\n",
       "      <td>2016</td>\n",
       "      <td>139</td>\n",
       "      <td>8.2</td>\n",
       "      <td>211760</td>\n",
       "      <td>67.12</td>\n",
       "      <td>71.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>Lion</td>\n",
       "      <td>Biography,Drama</td>\n",
       "      <td>A five-year-old Indian boy gets lost on the st...</td>\n",
       "      <td>Garth Davis</td>\n",
       "      <td>Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...</td>\n",
       "      <td>2016</td>\n",
       "      <td>118</td>\n",
       "      <td>8.1</td>\n",
       "      <td>102061</td>\n",
       "      <td>51.69</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>37</td>\n",
       "      <td>Interstellar</td>\n",
       "      <td>Adventure,Drama,Sci-Fi</td>\n",
       "      <td>A team of explorers travel through a wormhole ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Matthew McConaughey, Anne Hathaway, Jessica Ch...</td>\n",
       "      <td>2014</td>\n",
       "      <td>169</td>\n",
       "      <td>8.6</td>\n",
       "      <td>1047747</td>\n",
       "      <td>187.99</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>51</td>\n",
       "      <td>Star Wars: Episode VII - The Force Awakens</td>\n",
       "      <td>Action,Adventure,Fantasy</td>\n",
       "      <td>Three decades after the defeat of the Galactic...</td>\n",
       "      <td>J.J. Abrams</td>\n",
       "      <td>Daisy Ridley, John Boyega, Oscar Isaac, Domhna...</td>\n",
       "      <td>2015</td>\n",
       "      <td>136</td>\n",
       "      <td>8.1</td>\n",
       "      <td>661608</td>\n",
       "      <td>936.63</td>\n",
       "      <td>81.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>55</td>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>Action,Crime,Drama</td>\n",
       "      <td>When the menace known as the Joker wreaks havo...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Heath Ledger, Aaron Eckhart,Mi...</td>\n",
       "      <td>2008</td>\n",
       "      <td>152</td>\n",
       "      <td>9.0</td>\n",
       "      <td>1791916</td>\n",
       "      <td>533.32</td>\n",
       "      <td>82.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>65</td>\n",
       "      <td>The Prestige</td>\n",
       "      <td>Drama,Mystery,Sci-Fi</td>\n",
       "      <td>Two stage magicians engage in competitive one-...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Hugh Jackman, Scarlett Johanss...</td>\n",
       "      <td>2006</td>\n",
       "      <td>130</td>\n",
       "      <td>8.5</td>\n",
       "      <td>913152</td>\n",
       "      <td>53.08</td>\n",
       "      <td>66.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>68</td>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A woman rebels against a tyrannical ruler in p...</td>\n",
       "      <td>George Miller</td>\n",
       "      <td>Tom Hardy, Charlize Theron, Nicholas Hoult, Zo...</td>\n",
       "      <td>2015</td>\n",
       "      <td>120</td>\n",
       "      <td>8.1</td>\n",
       "      <td>632842</td>\n",
       "      <td>153.63</td>\n",
       "      <td>90.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>Zootopia</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>In a city of anthropomorphic animals, a rookie...</td>\n",
       "      <td>Byron Howard</td>\n",
       "      <td>Ginnifer Goodwin, Jason Bateman, Idris Elba, J...</td>\n",
       "      <td>2016</td>\n",
       "      <td>108</td>\n",
       "      <td>8.1</td>\n",
       "      <td>296853</td>\n",
       "      <td>341.26</td>\n",
       "      <td>78.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>The Avengers</td>\n",
       "      <td>Action,Sci-Fi</td>\n",
       "      <td>Earth's mightiest heroes must come together an...</td>\n",
       "      <td>Joss Whedon</td>\n",
       "      <td>Robert Downey Jr., Chris Evans, Scarlett Johan...</td>\n",
       "      <td>2012</td>\n",
       "      <td>143</td>\n",
       "      <td>8.1</td>\n",
       "      <td>1045588</td>\n",
       "      <td>623.28</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>Adventure,Drama,War</td>\n",
       "      <td>In Nazi-occupied France during World War II, a...</td>\n",
       "      <td>Quentin Tarantino</td>\n",
       "      <td>Brad Pitt, Diane Kruger, Eli Roth,Mélanie Laurent</td>\n",
       "      <td>2009</td>\n",
       "      <td>153</td>\n",
       "      <td>8.3</td>\n",
       "      <td>959065</td>\n",
       "      <td>120.52</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>Inception</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A thief, who steals corporate secrets through ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...</td>\n",
       "      <td>2010</td>\n",
       "      <td>148</td>\n",
       "      <td>8.8</td>\n",
       "      <td>1583625</td>\n",
       "      <td>292.57</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>The Wolf of Wall Street</td>\n",
       "      <td>Biography,Comedy,Crime</td>\n",
       "      <td>Based on the true story of Jordan Belfort, fro...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...</td>\n",
       "      <td>2013</td>\n",
       "      <td>180</td>\n",
       "      <td>8.2</td>\n",
       "      <td>865134</td>\n",
       "      <td>116.87</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>Gone Girl</td>\n",
       "      <td>Crime,Drama,Mystery</td>\n",
       "      <td>With his wife's disappearance having become th...</td>\n",
       "      <td>David Fincher</td>\n",
       "      <td>Ben Affleck, Rosamund Pike, Neil Patrick Harri...</td>\n",
       "      <td>2014</td>\n",
       "      <td>149</td>\n",
       "      <td>8.1</td>\n",
       "      <td>636243</td>\n",
       "      <td>167.74</td>\n",
       "      <td>79.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>Prisoners</td>\n",
       "      <td>Crime,Drama,Mystery</td>\n",
       "      <td>When Keller Dover's daughter and her friend go...</td>\n",
       "      <td>Denis Villeneuve</td>\n",
       "      <td>Hugh Jackman, Jake Gyllenhaal, Viola Davis,Mel...</td>\n",
       "      <td>2013</td>\n",
       "      <td>153</td>\n",
       "      <td>8.1</td>\n",
       "      <td>431185</td>\n",
       "      <td>60.96</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>The Help</td>\n",
       "      <td>Drama</td>\n",
       "      <td>An aspiring author during the civil rights mov...</td>\n",
       "      <td>Tate Taylor</td>\n",
       "      <td>Emma Stone, Viola Davis, Octavia Spencer, Bryc...</td>\n",
       "      <td>2011</td>\n",
       "      <td>146</td>\n",
       "      <td>8.1</td>\n",
       "      <td>342429</td>\n",
       "      <td>169.71</td>\n",
       "      <td>62.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>Kimi no na wa</td>\n",
       "      <td>Animation,Drama,Fantasy</td>\n",
       "      <td>Two strangers find themselves linked in a biza...</td>\n",
       "      <td>Makoto Shinkai</td>\n",
       "      <td>Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari...</td>\n",
       "      <td>2016</td>\n",
       "      <td>106</td>\n",
       "      <td>8.6</td>\n",
       "      <td>34110</td>\n",
       "      <td>4.68</td>\n",
       "      <td>79.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>The Departed</td>\n",
       "      <td>Crime,Drama,Thriller</td>\n",
       "      <td>An undercover cop and a mole in the police att...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Matt Damon, Jack Nicholson,...</td>\n",
       "      <td>2006</td>\n",
       "      <td>151</td>\n",
       "      <td>8.5</td>\n",
       "      <td>937414</td>\n",
       "      <td>132.37</td>\n",
       "      <td>85.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>112</td>\n",
       "      <td>12 Years a Slave</td>\n",
       "      <td>Biography,Drama,History</td>\n",
       "      <td>In the antebellum United States, Solomon North...</td>\n",
       "      <td>Steve McQueen</td>\n",
       "      <td>Chiwetel Ejiofor, Michael Kenneth Williams, Mi...</td>\n",
       "      <td>2013</td>\n",
       "      <td>134</td>\n",
       "      <td>8.1</td>\n",
       "      <td>486338</td>\n",
       "      <td>56.67</td>\n",
       "      <td>96.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>115</td>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 2</td>\n",
       "      <td>Adventure,Drama,Fantasy</td>\n",
       "      <td>Harry, Ron and Hermione search for Voldemort's...</td>\n",
       "      <td>David Yates</td>\n",
       "      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, M...</td>\n",
       "      <td>2011</td>\n",
       "      <td>130</td>\n",
       "      <td>8.1</td>\n",
       "      <td>590595</td>\n",
       "      <td>380.96</td>\n",
       "      <td>87.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>125</td>\n",
       "      <td>The Dark Knight Rises</td>\n",
       "      <td>Action,Thriller</td>\n",
       "      <td>Eight years after the Joker's reign of anarchy...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Christian Bale, Tom Hardy, Anne Hathaway,Gary ...</td>\n",
       "      <td>2012</td>\n",
       "      <td>164</td>\n",
       "      <td>8.5</td>\n",
       "      <td>1222645</td>\n",
       "      <td>448.13</td>\n",
       "      <td>78.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>134</td>\n",
       "      <td>Whiplash</td>\n",
       "      <td>Drama,Music</td>\n",
       "      <td>A promising young drummer enrolls at a cut-thr...</td>\n",
       "      <td>Damien Chazelle</td>\n",
       "      <td>Miles Teller, J.K. Simmons, Melissa Benoist, P...</td>\n",
       "      <td>2014</td>\n",
       "      <td>107</td>\n",
       "      <td>8.5</td>\n",
       "      <td>477276</td>\n",
       "      <td>13.09</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>137</td>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>Crime,Drama,Thriller</td>\n",
       "      <td>Violence and mayhem ensue after a hunter stumb...</td>\n",
       "      <td>Ethan Coen</td>\n",
       "      <td>Tommy Lee Jones, Javier Bardem, Josh Brolin, W...</td>\n",
       "      <td>2007</td>\n",
       "      <td>122</td>\n",
       "      <td>8.1</td>\n",
       "      <td>660286</td>\n",
       "      <td>74.27</td>\n",
       "      <td>91.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>139</td>\n",
       "      <td>Shutter Island</td>\n",
       "      <td>Mystery,Thriller</td>\n",
       "      <td>In 1954, a U.S. marshal investigates the disap...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Emily Mortimer, Mark Ruffal...</td>\n",
       "      <td>2010</td>\n",
       "      <td>138</td>\n",
       "      <td>8.1</td>\n",
       "      <td>855604</td>\n",
       "      <td>127.97</td>\n",
       "      <td>63.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>144</td>\n",
       "      <td>Room</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A young boy is raised within the confines of a...</td>\n",
       "      <td>Lenny Abrahamson</td>\n",
       "      <td>Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...</td>\n",
       "      <td>2015</td>\n",
       "      <td>118</td>\n",
       "      <td>8.2</td>\n",
       "      <td>224132</td>\n",
       "      <td>14.68</td>\n",
       "      <td>86.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>145</td>\n",
       "      <td>Django Unchained</td>\n",
       "      <td>Drama,Western</td>\n",
       "      <td>With the help of a German bounty hunter , a fr...</td>\n",
       "      <td>Quentin Tarantino</td>\n",
       "      <td>Jamie Foxx, Christoph Waltz, Leonardo DiCaprio...</td>\n",
       "      <td>2012</td>\n",
       "      <td>165</td>\n",
       "      <td>8.4</td>\n",
       "      <td>1039115</td>\n",
       "      <td>162.80</td>\n",
       "      <td>81.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>146</td>\n",
       "      <td>Ah-ga-ssi</td>\n",
       "      <td>Drama,Mystery,Romance</td>\n",
       "      <td>A woman is hired as a handmaiden to a Japanese...</td>\n",
       "      <td>Chan-wook Park</td>\n",
       "      <td>Min-hee Kim, Jung-woo Ha, Jin-woong Jo, So-ri ...</td>\n",
       "      <td>2016</td>\n",
       "      <td>144</td>\n",
       "      <td>8.1</td>\n",
       "      <td>33418</td>\n",
       "      <td>2.01</td>\n",
       "      <td>84.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>193</td>\n",
       "      <td>Spotlight</td>\n",
       "      <td>Crime,Drama,History</td>\n",
       "      <td>The true story of how the Boston Globe uncover...</td>\n",
       "      <td>Tom McCarthy</td>\n",
       "      <td>Mark Ruffalo, Michael Keaton, Rachel McAdams, ...</td>\n",
       "      <td>2015</td>\n",
       "      <td>128</td>\n",
       "      <td>8.1</td>\n",
       "      <td>268282</td>\n",
       "      <td>44.99</td>\n",
       "      <td>93.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>195</td>\n",
       "      <td>Warrior</td>\n",
       "      <td>Action,Drama,Sport</td>\n",
       "      <td>The youngest son of an alcoholic former boxer ...</td>\n",
       "      <td>Gavin O'Connor</td>\n",
       "      <td>Tom Hardy, Nick Nolte, Joel Edgerton, Jennifer...</td>\n",
       "      <td>2011</td>\n",
       "      <td>140</td>\n",
       "      <td>8.2</td>\n",
       "      <td>355722</td>\n",
       "      <td>13.65</td>\n",
       "      <td>71.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>198</td>\n",
       "      <td>Into the Wild</td>\n",
       "      <td>Adventure,Biography,Drama</td>\n",
       "      <td>After graduating from Emory University, top st...</td>\n",
       "      <td>Sean Penn</td>\n",
       "      <td>Emile Hirsch, Vince Vaughn, Catherine Keener, ...</td>\n",
       "      <td>2007</td>\n",
       "      <td>148</td>\n",
       "      <td>8.1</td>\n",
       "      <td>459304</td>\n",
       "      <td>18.35</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>199</td>\n",
       "      <td>The Imitation Game</td>\n",
       "      <td>Biography,Drama,Thriller</td>\n",
       "      <td>During World War II, mathematician Alan Turing...</td>\n",
       "      <td>Morten Tyldum</td>\n",
       "      <td>Benedict Cumberbatch, Keira Knightley, Matthew...</td>\n",
       "      <td>2014</td>\n",
       "      <td>114</td>\n",
       "      <td>8.1</td>\n",
       "      <td>532353</td>\n",
       "      <td>91.12</td>\n",
       "      <td>73.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>231</td>\n",
       "      <td>Pan's Labyrinth</td>\n",
       "      <td>Drama,Fantasy,War</td>\n",
       "      <td>In the falangist Spain of 1944, the bookish yo...</td>\n",
       "      <td>Guillermo del Toro</td>\n",
       "      <td>Ivana Baquero, Ariadna Gil, Sergi López,Maribe...</td>\n",
       "      <td>2006</td>\n",
       "      <td>118</td>\n",
       "      <td>8.2</td>\n",
       "      <td>498879</td>\n",
       "      <td>37.62</td>\n",
       "      <td>98.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>239</td>\n",
       "      <td>The Grand Budapest Hotel</td>\n",
       "      <td>Adventure,Comedy,Drama</td>\n",
       "      <td>The adventures of Gustave H, a legendary conci...</td>\n",
       "      <td>Wes Anderson</td>\n",
       "      <td>Ralph Fiennes, F. Murray Abraham, Mathieu Amal...</td>\n",
       "      <td>2014</td>\n",
       "      <td>99</td>\n",
       "      <td>8.1</td>\n",
       "      <td>530881</td>\n",
       "      <td>59.07</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>242</td>\n",
       "      <td>Inside Out</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>After young Riley is uprooted from her Midwest...</td>\n",
       "      <td>Pete Docter</td>\n",
       "      <td>Amy Poehler, Bill Hader, Lewis Black, Mindy Ka...</td>\n",
       "      <td>2015</td>\n",
       "      <td>95</td>\n",
       "      <td>8.2</td>\n",
       "      <td>416689</td>\n",
       "      <td>356.45</td>\n",
       "      <td>94.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>250</td>\n",
       "      <td>The Intouchables</td>\n",
       "      <td>Biography,Comedy,Drama</td>\n",
       "      <td>After he becomes a quadriplegic from a paragli...</td>\n",
       "      <td>Olivier Nakache</td>\n",
       "      <td>François Cluzet, Omar Sy, Anne Le Ny, Audrey F...</td>\n",
       "      <td>2011</td>\n",
       "      <td>112</td>\n",
       "      <td>8.6</td>\n",
       "      <td>557965</td>\n",
       "      <td>13.18</td>\n",
       "      <td>57.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>300</td>\n",
       "      <td>There Will Be Blood</td>\n",
       "      <td>Drama,History</td>\n",
       "      <td>A story of family, religion, hatred, oil and m...</td>\n",
       "      <td>Paul Thomas Anderson</td>\n",
       "      <td>Daniel Day-Lewis, Paul Dano, Ciarán Hinds,Mart...</td>\n",
       "      <td>2007</td>\n",
       "      <td>158</td>\n",
       "      <td>8.1</td>\n",
       "      <td>400682</td>\n",
       "      <td>40.22</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>335</td>\n",
       "      <td>Rush</td>\n",
       "      <td>Action,Biography,Drama</td>\n",
       "      <td>The merciless 1970s rivalry between Formula On...</td>\n",
       "      <td>Ron Howard</td>\n",
       "      <td>Daniel Brühl, Chris Hemsworth, Olivia Wilde,Al...</td>\n",
       "      <td>2013</td>\n",
       "      <td>123</td>\n",
       "      <td>8.1</td>\n",
       "      <td>339722</td>\n",
       "      <td>26.90</td>\n",
       "      <td>75.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>428</td>\n",
       "      <td>The Bourne Ultimatum</td>\n",
       "      <td>Action,Mystery,Thriller</td>\n",
       "      <td>Jason Bourne dodges a ruthless CIA official an...</td>\n",
       "      <td>Paul Greengrass</td>\n",
       "      <td>Matt Damon, Edgar Ramírez, Joan Allen, Julia S...</td>\n",
       "      <td>2007</td>\n",
       "      <td>115</td>\n",
       "      <td>8.1</td>\n",
       "      <td>525700</td>\n",
       "      <td>227.14</td>\n",
       "      <td>85.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>431</td>\n",
       "      <td>3 Idiots</td>\n",
       "      <td>Comedy,Drama</td>\n",
       "      <td>Two friends are searching for their long lost ...</td>\n",
       "      <td>Rajkumar Hirani</td>\n",
       "      <td>Aamir Khan, Madhavan, Mona Singh, Sharman Joshi</td>\n",
       "      <td>2009</td>\n",
       "      <td>170</td>\n",
       "      <td>8.4</td>\n",
       "      <td>238789</td>\n",
       "      <td>6.52</td>\n",
       "      <td>67.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>456</td>\n",
       "      <td>Jagten</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A teacher lives a lonely life, all the while s...</td>\n",
       "      <td>Thomas Vinterberg</td>\n",
       "      <td>Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...</td>\n",
       "      <td>2012</td>\n",
       "      <td>115</td>\n",
       "      <td>8.3</td>\n",
       "      <td>192263</td>\n",
       "      <td>0.61</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476</th>\n",
       "      <td>477</td>\n",
       "      <td>The Lives of Others</td>\n",
       "      <td>Drama,Thriller</td>\n",
       "      <td>In 1984 East Berlin, an agent of the secret po...</td>\n",
       "      <td>Florian Henckel von Donnersmarck</td>\n",
       "      <td>Ulrich Mühe, Martina Gedeck,Sebastian Koch, Ul...</td>\n",
       "      <td>2006</td>\n",
       "      <td>137</td>\n",
       "      <td>8.5</td>\n",
       "      <td>278103</td>\n",
       "      <td>11.28</td>\n",
       "      <td>89.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>499</th>\n",
       "      <td>500</td>\n",
       "      <td>Up</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>Seventy-eight year old Carl Fredricksen travel...</td>\n",
       "      <td>Pete Docter</td>\n",
       "      <td>Edward Asner, Jordan Nagai, John Ratzenberger,...</td>\n",
       "      <td>2009</td>\n",
       "      <td>96</td>\n",
       "      <td>8.3</td>\n",
       "      <td>722203</td>\n",
       "      <td>292.98</td>\n",
       "      <td>88.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>609</td>\n",
       "      <td>Mommy</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A widowed single mother, raising her violent s...</td>\n",
       "      <td>Xavier Dolan</td>\n",
       "      <td>Anne Dorval, Antoine-Olivier Pilon, Suzanne Cl...</td>\n",
       "      <td>2014</td>\n",
       "      <td>139</td>\n",
       "      <td>8.1</td>\n",
       "      <td>33560</td>\n",
       "      <td>3.49</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>642</td>\n",
       "      <td>Relatos salvajes</td>\n",
       "      <td>Comedy,Drama,Thriller</td>\n",
       "      <td>Six short stories that explore the extremities...</td>\n",
       "      <td>Damián Szifron</td>\n",
       "      <td>Darío Grandinetti, María Marull, Mónica Villa,...</td>\n",
       "      <td>2014</td>\n",
       "      <td>122</td>\n",
       "      <td>8.1</td>\n",
       "      <td>110100</td>\n",
       "      <td>3.08</td>\n",
       "      <td>77.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>689</td>\n",
       "      <td>Toy Story 3</td>\n",
       "      <td>Animation,Adventure,Comedy</td>\n",
       "      <td>The toys are mistakenly delivered to a day-car...</td>\n",
       "      <td>Lee Unkrich</td>\n",
       "      <td>Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty</td>\n",
       "      <td>2010</td>\n",
       "      <td>103</td>\n",
       "      <td>8.3</td>\n",
       "      <td>586669</td>\n",
       "      <td>414.98</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>713</th>\n",
       "      <td>714</td>\n",
       "      <td>Incendies</td>\n",
       "      <td>Drama,Mystery,War</td>\n",
       "      <td>Twins journey to the Middle East to discover t...</td>\n",
       "      <td>Denis Villeneuve</td>\n",
       "      <td>Lubna Azabal, Mélissa Désormeaux-Poulin, Maxim...</td>\n",
       "      <td>2010</td>\n",
       "      <td>131</td>\n",
       "      <td>8.2</td>\n",
       "      <td>92863</td>\n",
       "      <td>6.86</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>742</th>\n",
       "      <td>743</td>\n",
       "      <td>El secreto de sus ojos</td>\n",
       "      <td>Drama,Mystery,Romance</td>\n",
       "      <td>A retired legal counselor writes a novel hopin...</td>\n",
       "      <td>Juan José Campanella</td>\n",
       "      <td>Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...</td>\n",
       "      <td>2009</td>\n",
       "      <td>129</td>\n",
       "      <td>8.2</td>\n",
       "      <td>144524</td>\n",
       "      <td>20.17</td>\n",
       "      <td>80.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>765</th>\n",
       "      <td>766</td>\n",
       "      <td>PK</td>\n",
       "      <td>Comedy,Drama,Romance</td>\n",
       "      <td>A stranger in the city asks questions no one h...</td>\n",
       "      <td>Rajkumar Hirani</td>\n",
       "      <td>Aamir Khan, Anushka Sharma, Sanjay Dutt,Boman ...</td>\n",
       "      <td>2014</td>\n",
       "      <td>153</td>\n",
       "      <td>8.2</td>\n",
       "      <td>103279</td>\n",
       "      <td>10.57</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>773</td>\n",
       "      <td>How to Train Your Dragon</td>\n",
       "      <td>Animation,Action,Adventure</td>\n",
       "      <td>A hapless young Viking who aspires to hunt dra...</td>\n",
       "      <td>Dean DeBlois</td>\n",
       "      <td>Jay Baruchel, Gerard Butler,Christopher Mintz-...</td>\n",
       "      <td>2010</td>\n",
       "      <td>98</td>\n",
       "      <td>8.1</td>\n",
       "      <td>523893</td>\n",
       "      <td>217.39</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>991</th>\n",
       "      <td>992</td>\n",
       "      <td>Taare Zameen Par</td>\n",
       "      <td>Drama,Family,Music</td>\n",
       "      <td>An eight-year-old boy is thought to be a lazy ...</td>\n",
       "      <td>Aamir Khan</td>\n",
       "      <td>Darsheel Safary, Aamir Khan, Tanay Chheda, Sac...</td>\n",
       "      <td>2007</td>\n",
       "      <td>165</td>\n",
       "      <td>8.5</td>\n",
       "      <td>102697</td>\n",
       "      <td>1.20</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Rank                                         Title  \\\n",
       "0       1                       Guardians of the Galaxy   \n",
       "6       7                                    La La Land   \n",
       "16     17                                 Hacksaw Ridge   \n",
       "18     19                                          Lion   \n",
       "36     37                                  Interstellar   \n",
       "50     51    Star Wars: Episode VII - The Force Awakens   \n",
       "54     55                               The Dark Knight   \n",
       "64     65                                  The Prestige   \n",
       "67     68                            Mad Max: Fury Road   \n",
       "74     75                                      Zootopia   \n",
       "76     77                                  The Avengers   \n",
       "77     78                          Inglourious Basterds   \n",
       "80     81                                     Inception   \n",
       "82     83                       The Wolf of Wall Street   \n",
       "83     84                                     Gone Girl   \n",
       "90     91                                     Prisoners   \n",
       "92     93                                      The Help   \n",
       "96     97                                 Kimi no na wa   \n",
       "99    100                                  The Departed   \n",
       "111   112                              12 Years a Slave   \n",
       "114   115  Harry Potter and the Deathly Hallows: Part 2   \n",
       "124   125                         The Dark Knight Rises   \n",
       "133   134                                      Whiplash   \n",
       "136   137                        No Country for Old Men   \n",
       "138   139                                Shutter Island   \n",
       "143   144                                          Room   \n",
       "144   145                              Django Unchained   \n",
       "145   146                                     Ah-ga-ssi   \n",
       "192   193                                     Spotlight   \n",
       "194   195                                       Warrior   \n",
       "197   198                                 Into the Wild   \n",
       "198   199                            The Imitation Game   \n",
       "230   231                               Pan's Labyrinth   \n",
       "238   239                      The Grand Budapest Hotel   \n",
       "241   242                                    Inside Out   \n",
       "249   250                              The Intouchables   \n",
       "299   300                           There Will Be Blood   \n",
       "334   335                                          Rush   \n",
       "427   428                          The Bourne Ultimatum   \n",
       "430   431                                      3 Idiots   \n",
       "455   456                                        Jagten   \n",
       "476   477                           The Lives of Others   \n",
       "499   500                                            Up   \n",
       "608   609                                         Mommy   \n",
       "641   642                              Relatos salvajes   \n",
       "688   689                                   Toy Story 3   \n",
       "713   714                                     Incendies   \n",
       "742   743                        El secreto de sus ojos   \n",
       "765   766                                            PK   \n",
       "772   773                      How to Train Your Dragon   \n",
       "991   992                              Taare Zameen Par   \n",
       "\n",
       "                          Genre  \\\n",
       "0       Action,Adventure,Sci-Fi   \n",
       "6            Comedy,Drama,Music   \n",
       "16      Biography,Drama,History   \n",
       "18              Biography,Drama   \n",
       "36       Adventure,Drama,Sci-Fi   \n",
       "50     Action,Adventure,Fantasy   \n",
       "54           Action,Crime,Drama   \n",
       "64         Drama,Mystery,Sci-Fi   \n",
       "67      Action,Adventure,Sci-Fi   \n",
       "74   Animation,Adventure,Comedy   \n",
       "76                Action,Sci-Fi   \n",
       "77          Adventure,Drama,War   \n",
       "80      Action,Adventure,Sci-Fi   \n",
       "82       Biography,Comedy,Crime   \n",
       "83          Crime,Drama,Mystery   \n",
       "90          Crime,Drama,Mystery   \n",
       "92                        Drama   \n",
       "96      Animation,Drama,Fantasy   \n",
       "99         Crime,Drama,Thriller   \n",
       "111     Biography,Drama,History   \n",
       "114     Adventure,Drama,Fantasy   \n",
       "124             Action,Thriller   \n",
       "133                 Drama,Music   \n",
       "136        Crime,Drama,Thriller   \n",
       "138            Mystery,Thriller   \n",
       "143                       Drama   \n",
       "144               Drama,Western   \n",
       "145       Drama,Mystery,Romance   \n",
       "192         Crime,Drama,History   \n",
       "194          Action,Drama,Sport   \n",
       "197   Adventure,Biography,Drama   \n",
       "198    Biography,Drama,Thriller   \n",
       "230           Drama,Fantasy,War   \n",
       "238      Adventure,Comedy,Drama   \n",
       "241  Animation,Adventure,Comedy   \n",
       "249      Biography,Comedy,Drama   \n",
       "299               Drama,History   \n",
       "334      Action,Biography,Drama   \n",
       "427     Action,Mystery,Thriller   \n",
       "430                Comedy,Drama   \n",
       "455                       Drama   \n",
       "476              Drama,Thriller   \n",
       "499  Animation,Adventure,Comedy   \n",
       "608                       Drama   \n",
       "641       Comedy,Drama,Thriller   \n",
       "688  Animation,Adventure,Comedy   \n",
       "713           Drama,Mystery,War   \n",
       "742       Drama,Mystery,Romance   \n",
       "765        Comedy,Drama,Romance   \n",
       "772  Animation,Action,Adventure   \n",
       "991          Drama,Family,Music   \n",
       "\n",
       "                                           Description  \\\n",
       "0    A group of intergalactic criminals are forced ...   \n",
       "6    A jazz pianist falls for an aspiring actress i...   \n",
       "16   WWII American Army Medic Desmond T. Doss, who ...   \n",
       "18   A five-year-old Indian boy gets lost on the st...   \n",
       "36   A team of explorers travel through a wormhole ...   \n",
       "50   Three decades after the defeat of the Galactic...   \n",
       "54   When the menace known as the Joker wreaks havo...   \n",
       "64   Two stage magicians engage in competitive one-...   \n",
       "67   A woman rebels against a tyrannical ruler in p...   \n",
       "74   In a city of anthropomorphic animals, a rookie...   \n",
       "76   Earth's mightiest heroes must come together an...   \n",
       "77   In Nazi-occupied France during World War II, a...   \n",
       "80   A thief, who steals corporate secrets through ...   \n",
       "82   Based on the true story of Jordan Belfort, fro...   \n",
       "83   With his wife's disappearance having become th...   \n",
       "90   When Keller Dover's daughter and her friend go...   \n",
       "92   An aspiring author during the civil rights mov...   \n",
       "96   Two strangers find themselves linked in a biza...   \n",
       "99   An undercover cop and a mole in the police att...   \n",
       "111  In the antebellum United States, Solomon North...   \n",
       "114  Harry, Ron and Hermione search for Voldemort's...   \n",
       "124  Eight years after the Joker's reign of anarchy...   \n",
       "133  A promising young drummer enrolls at a cut-thr...   \n",
       "136  Violence and mayhem ensue after a hunter stumb...   \n",
       "138  In 1954, a U.S. marshal investigates the disap...   \n",
       "143  A young boy is raised within the confines of a...   \n",
       "144  With the help of a German bounty hunter , a fr...   \n",
       "145  A woman is hired as a handmaiden to a Japanese...   \n",
       "192  The true story of how the Boston Globe uncover...   \n",
       "194  The youngest son of an alcoholic former boxer ...   \n",
       "197  After graduating from Emory University, top st...   \n",
       "198  During World War II, mathematician Alan Turing...   \n",
       "230  In the falangist Spain of 1944, the bookish yo...   \n",
       "238  The adventures of Gustave H, a legendary conci...   \n",
       "241  After young Riley is uprooted from her Midwest...   \n",
       "249  After he becomes a quadriplegic from a paragli...   \n",
       "299  A story of family, religion, hatred, oil and m...   \n",
       "334  The merciless 1970s rivalry between Formula On...   \n",
       "427  Jason Bourne dodges a ruthless CIA official an...   \n",
       "430  Two friends are searching for their long lost ...   \n",
       "455  A teacher lives a lonely life, all the while s...   \n",
       "476  In 1984 East Berlin, an agent of the secret po...   \n",
       "499  Seventy-eight year old Carl Fredricksen travel...   \n",
       "608  A widowed single mother, raising her violent s...   \n",
       "641  Six short stories that explore the extremities...   \n",
       "688  The toys are mistakenly delivered to a day-car...   \n",
       "713  Twins journey to the Middle East to discover t...   \n",
       "742  A retired legal counselor writes a novel hopin...   \n",
       "765  A stranger in the city asks questions no one h...   \n",
       "772  A hapless young Viking who aspires to hunt dra...   \n",
       "991  An eight-year-old boy is thought to be a lazy ...   \n",
       "\n",
       "                             Director  \\\n",
       "0                          James Gunn   \n",
       "6                     Damien Chazelle   \n",
       "16                         Mel Gibson   \n",
       "18                        Garth Davis   \n",
       "36                  Christopher Nolan   \n",
       "50                        J.J. Abrams   \n",
       "54                  Christopher Nolan   \n",
       "64                  Christopher Nolan   \n",
       "67                      George Miller   \n",
       "74                       Byron Howard   \n",
       "76                        Joss Whedon   \n",
       "77                  Quentin Tarantino   \n",
       "80                  Christopher Nolan   \n",
       "82                    Martin Scorsese   \n",
       "83                      David Fincher   \n",
       "90                   Denis Villeneuve   \n",
       "92                        Tate Taylor   \n",
       "96                     Makoto Shinkai   \n",
       "99                    Martin Scorsese   \n",
       "111                     Steve McQueen   \n",
       "114                       David Yates   \n",
       "124                 Christopher Nolan   \n",
       "133                   Damien Chazelle   \n",
       "136                        Ethan Coen   \n",
       "138                   Martin Scorsese   \n",
       "143                  Lenny Abrahamson   \n",
       "144                 Quentin Tarantino   \n",
       "145                    Chan-wook Park   \n",
       "192                      Tom McCarthy   \n",
       "194                    Gavin O'Connor   \n",
       "197                         Sean Penn   \n",
       "198                     Morten Tyldum   \n",
       "230                Guillermo del Toro   \n",
       "238                      Wes Anderson   \n",
       "241                       Pete Docter   \n",
       "249                   Olivier Nakache   \n",
       "299              Paul Thomas Anderson   \n",
       "334                        Ron Howard   \n",
       "427                   Paul Greengrass   \n",
       "430                   Rajkumar Hirani   \n",
       "455                 Thomas Vinterberg   \n",
       "476  Florian Henckel von Donnersmarck   \n",
       "499                       Pete Docter   \n",
       "608                      Xavier Dolan   \n",
       "641                    Damián Szifron   \n",
       "688                       Lee Unkrich   \n",
       "713                  Denis Villeneuve   \n",
       "742              Juan José Campanella   \n",
       "765                   Rajkumar Hirani   \n",
       "772                      Dean DeBlois   \n",
       "991                        Aamir Khan   \n",
       "\n",
       "                                                Actors  Year  runtime_mins  \\\n",
       "0    Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...  2014           121   \n",
       "6    Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....  2016           128   \n",
       "16   Andrew Garfield, Sam Worthington, Luke Bracey,...  2016           139   \n",
       "18   Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...  2016           118   \n",
       "36   Matthew McConaughey, Anne Hathaway, Jessica Ch...  2014           169   \n",
       "50   Daisy Ridley, John Boyega, Oscar Isaac, Domhna...  2015           136   \n",
       "54   Christian Bale, Heath Ledger, Aaron Eckhart,Mi...  2008           152   \n",
       "64   Christian Bale, Hugh Jackman, Scarlett Johanss...  2006           130   \n",
       "67   Tom Hardy, Charlize Theron, Nicholas Hoult, Zo...  2015           120   \n",
       "74   Ginnifer Goodwin, Jason Bateman, Idris Elba, J...  2016           108   \n",
       "76   Robert Downey Jr., Chris Evans, Scarlett Johan...  2012           143   \n",
       "77   Brad Pitt, Diane Kruger, Eli Roth,Mélanie Laurent  2009           153   \n",
       "80   Leonardo DiCaprio, Joseph Gordon-Levitt, Ellen...  2010           148   \n",
       "82   Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...  2013           180   \n",
       "83   Ben Affleck, Rosamund Pike, Neil Patrick Harri...  2014           149   \n",
       "90   Hugh Jackman, Jake Gyllenhaal, Viola Davis,Mel...  2013           153   \n",
       "92   Emma Stone, Viola Davis, Octavia Spencer, Bryc...  2011           146   \n",
       "96   Ryûnosuke Kamiki, Mone Kamishiraishi, Ryô Nari...  2016           106   \n",
       "99   Leonardo DiCaprio, Matt Damon, Jack Nicholson,...  2006           151   \n",
       "111  Chiwetel Ejiofor, Michael Kenneth Williams, Mi...  2013           134   \n",
       "114  Daniel Radcliffe, Emma Watson, Rupert Grint, M...  2011           130   \n",
       "124  Christian Bale, Tom Hardy, Anne Hathaway,Gary ...  2012           164   \n",
       "133  Miles Teller, J.K. Simmons, Melissa Benoist, P...  2014           107   \n",
       "136  Tommy Lee Jones, Javier Bardem, Josh Brolin, W...  2007           122   \n",
       "138  Leonardo DiCaprio, Emily Mortimer, Mark Ruffal...  2010           138   \n",
       "143  Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...  2015           118   \n",
       "144  Jamie Foxx, Christoph Waltz, Leonardo DiCaprio...  2012           165   \n",
       "145  Min-hee Kim, Jung-woo Ha, Jin-woong Jo, So-ri ...  2016           144   \n",
       "192  Mark Ruffalo, Michael Keaton, Rachel McAdams, ...  2015           128   \n",
       "194  Tom Hardy, Nick Nolte, Joel Edgerton, Jennifer...  2011           140   \n",
       "197  Emile Hirsch, Vince Vaughn, Catherine Keener, ...  2007           148   \n",
       "198  Benedict Cumberbatch, Keira Knightley, Matthew...  2014           114   \n",
       "230  Ivana Baquero, Ariadna Gil, Sergi López,Maribe...  2006           118   \n",
       "238  Ralph Fiennes, F. Murray Abraham, Mathieu Amal...  2014            99   \n",
       "241  Amy Poehler, Bill Hader, Lewis Black, Mindy Ka...  2015            95   \n",
       "249  François Cluzet, Omar Sy, Anne Le Ny, Audrey F...  2011           112   \n",
       "299  Daniel Day-Lewis, Paul Dano, Ciarán Hinds,Mart...  2007           158   \n",
       "334  Daniel Brühl, Chris Hemsworth, Olivia Wilde,Al...  2013           123   \n",
       "427  Matt Damon, Edgar Ramírez, Joan Allen, Julia S...  2007           115   \n",
       "430    Aamir Khan, Madhavan, Mona Singh, Sharman Joshi  2009           170   \n",
       "455  Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...  2012           115   \n",
       "476  Ulrich Mühe, Martina Gedeck,Sebastian Koch, Ul...  2006           137   \n",
       "499  Edward Asner, Jordan Nagai, John Ratzenberger,...  2009            96   \n",
       "608  Anne Dorval, Antoine-Olivier Pilon, Suzanne Cl...  2014           139   \n",
       "641  Darío Grandinetti, María Marull, Mónica Villa,...  2014           122   \n",
       "688      Tom Hanks, Tim Allen, Joan Cusack, Ned Beatty  2010           103   \n",
       "713  Lubna Azabal, Mélissa Désormeaux-Poulin, Maxim...  2010           131   \n",
       "742  Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...  2009           129   \n",
       "765  Aamir Khan, Anushka Sharma, Sanjay Dutt,Boman ...  2014           153   \n",
       "772  Jay Baruchel, Gerard Butler,Christopher Mintz-...  2010            98   \n",
       "991  Darsheel Safary, Aamir Khan, Tanay Chheda, Sac...  2007           165   \n",
       "\n",
       "     Rating    Votes  revenue_millions  Metascore  \n",
       "0       8.1   757074            333.13       76.0  \n",
       "6       8.3   258682            151.06       93.0  \n",
       "16      8.2   211760             67.12       71.0  \n",
       "18      8.1   102061             51.69       69.0  \n",
       "36      8.6  1047747            187.99       74.0  \n",
       "50      8.1   661608            936.63       81.0  \n",
       "54      9.0  1791916            533.32       82.0  \n",
       "64      8.5   913152             53.08       66.0  \n",
       "67      8.1   632842            153.63       90.0  \n",
       "74      8.1   296853            341.26       78.0  \n",
       "76      8.1  1045588            623.28       69.0  \n",
       "77      8.3   959065            120.52       69.0  \n",
       "80      8.8  1583625            292.57       74.0  \n",
       "82      8.2   865134            116.87       75.0  \n",
       "83      8.1   636243            167.74       79.0  \n",
       "90      8.1   431185             60.96       74.0  \n",
       "92      8.1   342429            169.71       62.0  \n",
       "96      8.6    34110              4.68       79.0  \n",
       "99      8.5   937414            132.37       85.0  \n",
       "111     8.1   486338             56.67       96.0  \n",
       "114     8.1   590595            380.96       87.0  \n",
       "124     8.5  1222645            448.13       78.0  \n",
       "133     8.5   477276             13.09       88.0  \n",
       "136     8.1   660286             74.27       91.0  \n",
       "138     8.1   855604            127.97       63.0  \n",
       "143     8.2   224132             14.68       86.0  \n",
       "144     8.4  1039115            162.80       81.0  \n",
       "145     8.1    33418              2.01       84.0  \n",
       "192     8.1   268282             44.99       93.0  \n",
       "194     8.2   355722             13.65       71.0  \n",
       "197     8.1   459304             18.35       73.0  \n",
       "198     8.1   532353             91.12       73.0  \n",
       "230     8.2   498879             37.62       98.0  \n",
       "238     8.1   530881             59.07       88.0  \n",
       "241     8.2   416689            356.45       94.0  \n",
       "249     8.6   557965             13.18       57.0  \n",
       "299     8.1   400682             40.22       92.0  \n",
       "334     8.1   339722             26.90       75.0  \n",
       "427     8.1   525700            227.14       85.0  \n",
       "430     8.4   238789              6.52       67.0  \n",
       "455     8.3   192263              0.61       76.0  \n",
       "476     8.5   278103             11.28       89.0  \n",
       "499     8.3   722203            292.98       88.0  \n",
       "608     8.1    33560              3.49       74.0  \n",
       "641     8.1   110100              3.08       77.0  \n",
       "688     8.3   586669            414.98       92.0  \n",
       "713     8.2    92863              6.86       80.0  \n",
       "742     8.2   144524             20.17       80.0  \n",
       "765     8.2   103279             10.57       51.0  \n",
       "772     8.1   523893            217.39       74.0  \n",
       "991     8.5   102697              1.20       42.0  "
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d5 = data[(data['Rating'] > 8) | (data['Metascore'] > 90)]\n",
    "d5"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "50f910a5",
   "metadata": {},
   "source": [
    "### Just adding one new column which will have the count of movie title"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "d6b314f9",
   "metadata": {},
   "outputs": [],
   "source": [
    "data['no_words_title'] = data.apply(lambda x: len(x['Title'].split(\" \")) , axis=1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "53f0f4ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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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>Rank</th>\n",
       "      <th>Title</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Description</th>\n",
       "      <th>Director</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Year</th>\n",
       "      <th>runtime_mins</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>revenue_millions</th>\n",
       "      <th>Metascore</th>\n",
       "      <th>no_words_title</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>Action,Adventure,Sci-Fi</td>\n",
       "      <td>A group of intergalactic criminals are forced ...</td>\n",
       "      <td>James Gunn</td>\n",
       "      <td>Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...</td>\n",
       "      <td>2014</td>\n",
       "      <td>121</td>\n",
       "      <td>8.1</td>\n",
       "      <td>757074</td>\n",
       "      <td>333.13</td>\n",
       "      <td>76.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>La La Land</td>\n",
       "      <td>Comedy,Drama,Music</td>\n",
       "      <td>A jazz pianist falls for an aspiring actress i...</td>\n",
       "      <td>Damien Chazelle</td>\n",
       "      <td>Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....</td>\n",
       "      <td>2016</td>\n",
       "      <td>128</td>\n",
       "      <td>8.3</td>\n",
       "      <td>258682</td>\n",
       "      <td>151.06</td>\n",
       "      <td>93.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>Hacksaw Ridge</td>\n",
       "      <td>Biography,Drama,History</td>\n",
       "      <td>WWII American Army Medic Desmond T. Doss, who ...</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>Andrew Garfield, Sam Worthington, Luke Bracey,...</td>\n",
       "      <td>2016</td>\n",
       "      <td>139</td>\n",
       "      <td>8.2</td>\n",
       "      <td>211760</td>\n",
       "      <td>67.12</td>\n",
       "      <td>71.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>Lion</td>\n",
       "      <td>Biography,Drama</td>\n",
       "      <td>A five-year-old Indian boy gets lost on the st...</td>\n",
       "      <td>Garth Davis</td>\n",
       "      <td>Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...</td>\n",
       "      <td>2016</td>\n",
       "      <td>118</td>\n",
       "      <td>8.1</td>\n",
       "      <td>102061</td>\n",
       "      <td>51.69</td>\n",
       "      <td>69.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>37</td>\n",
       "      <td>Interstellar</td>\n",
       "      <td>Adventure,Drama,Sci-Fi</td>\n",
       "      <td>A team of explorers travel through a wormhole ...</td>\n",
       "      <td>Christopher Nolan</td>\n",
       "      <td>Matthew McConaughey, Anne Hathaway, Jessica Ch...</td>\n",
       "      <td>2014</td>\n",
       "      <td>169</td>\n",
       "      <td>8.6</td>\n",
       "      <td>1047747</td>\n",
       "      <td>187.99</td>\n",
       "      <td>74.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Rank                    Title                    Genre  \\\n",
       "0      1  Guardians of the Galaxy  Action,Adventure,Sci-Fi   \n",
       "6      7               La La Land       Comedy,Drama,Music   \n",
       "16    17            Hacksaw Ridge  Biography,Drama,History   \n",
       "18    19                     Lion          Biography,Drama   \n",
       "36    37             Interstellar   Adventure,Drama,Sci-Fi   \n",
       "\n",
       "                                          Description           Director  \\\n",
       "0   A group of intergalactic criminals are forced ...         James Gunn   \n",
       "6   A jazz pianist falls for an aspiring actress i...    Damien Chazelle   \n",
       "16  WWII American Army Medic Desmond T. Doss, who ...         Mel Gibson   \n",
       "18  A five-year-old Indian boy gets lost on the st...        Garth Davis   \n",
       "36  A team of explorers travel through a wormhole ...  Christopher Nolan   \n",
       "\n",
       "                                               Actors  Year  runtime_mins  \\\n",
       "0   Chris Pratt, Vin Diesel, Bradley Cooper, Zoe S...  2014           121   \n",
       "6   Ryan Gosling, Emma Stone, Rosemarie DeWitt, J....  2016           128   \n",
       "16  Andrew Garfield, Sam Worthington, Luke Bracey,...  2016           139   \n",
       "18  Dev Patel, Nicole Kidman, Rooney Mara, Sunny P...  2016           118   \n",
       "36  Matthew McConaughey, Anne Hathaway, Jessica Ch...  2014           169   \n",
       "\n",
       "    Rating    Votes  revenue_millions  Metascore  no_words_title  \n",
       "0      8.1   757074            333.13       76.0               4  \n",
       "6      8.3   258682            151.06       93.0               3  \n",
       "16     8.2   211760             67.12       71.0               2  \n",
       "18     8.1   102061             51.69       69.0               1  \n",
       "36     8.6  1047747            187.99       74.0               1  "
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "9c138bd7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th {\n",
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       "    .dataframe thead th {\n",
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       "      <th></th>\n",
       "      <th>Rank</th>\n",
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       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>revenue_millions</th>\n",
       "      <th>Metascore</th>\n",
       "      <th>no_words_title</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>51</td>\n",
       "      <td>Star Wars: Episode VII - The Force Awakens</td>\n",
       "      <td>Action,Adventure,Fantasy</td>\n",
       "      <td>Three decades after the defeat of the Galactic...</td>\n",
       "      <td>J.J. Abrams</td>\n",
       "      <td>Daisy Ridley, John Boyega, Oscar Isaac, Domhna...</td>\n",
       "      <td>2015</td>\n",
       "      <td>136</td>\n",
       "      <td>8.1</td>\n",
       "      <td>661608</td>\n",
       "      <td>936.63</td>\n",
       "      <td>81.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>The Wolf of Wall Street</td>\n",
       "      <td>Biography,Comedy,Crime</td>\n",
       "      <td>Based on the true story of Jordan Belfort, fro...</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...</td>\n",
       "      <td>2013</td>\n",
       "      <td>180</td>\n",
       "      <td>8.2</td>\n",
       "      <td>865134</td>\n",
       "      <td>116.87</td>\n",
       "      <td>75.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>115</td>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 2</td>\n",
       "      <td>Adventure,Drama,Fantasy</td>\n",
       "      <td>Harry, Ron and Hermione search for Voldemort's...</td>\n",
       "      <td>David Yates</td>\n",
       "      <td>Daniel Radcliffe, Emma Watson, Rupert Grint, M...</td>\n",
       "      <td>2011</td>\n",
       "      <td>130</td>\n",
       "      <td>8.1</td>\n",
       "      <td>590595</td>\n",
       "      <td>380.96</td>\n",
       "      <td>87.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>137</td>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>Crime,Drama,Thriller</td>\n",
       "      <td>Violence and mayhem ensue after a hunter stumb...</td>\n",
       "      <td>Ethan Coen</td>\n",
       "      <td>Tommy Lee Jones, Javier Bardem, Josh Brolin, W...</td>\n",
       "      <td>2007</td>\n",
       "      <td>122</td>\n",
       "      <td>8.1</td>\n",
       "      <td>660286</td>\n",
       "      <td>74.27</td>\n",
       "      <td>91.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>742</th>\n",
       "      <td>743</td>\n",
       "      <td>El secreto de sus ojos</td>\n",
       "      <td>Drama,Mystery,Romance</td>\n",
       "      <td>A retired legal counselor writes a novel hopin...</td>\n",
       "      <td>Juan José Campanella</td>\n",
       "      <td>Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...</td>\n",
       "      <td>2009</td>\n",
       "      <td>129</td>\n",
       "      <td>8.2</td>\n",
       "      <td>144524</td>\n",
       "      <td>20.17</td>\n",
       "      <td>80.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>773</td>\n",
       "      <td>How to Train Your Dragon</td>\n",
       "      <td>Animation,Action,Adventure</td>\n",
       "      <td>A hapless young Viking who aspires to hunt dra...</td>\n",
       "      <td>Dean DeBlois</td>\n",
       "      <td>Jay Baruchel, Gerard Butler,Christopher Mintz-...</td>\n",
       "      <td>2010</td>\n",
       "      <td>98</td>\n",
       "      <td>8.1</td>\n",
       "      <td>523893</td>\n",
       "      <td>217.39</td>\n",
       "      <td>74.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Rank                                         Title  \\\n",
       "50     51    Star Wars: Episode VII - The Force Awakens   \n",
       "82     83                       The Wolf of Wall Street   \n",
       "114   115  Harry Potter and the Deathly Hallows: Part 2   \n",
       "136   137                        No Country for Old Men   \n",
       "742   743                        El secreto de sus ojos   \n",
       "772   773                      How to Train Your Dragon   \n",
       "\n",
       "                          Genre  \\\n",
       "50     Action,Adventure,Fantasy   \n",
       "82       Biography,Comedy,Crime   \n",
       "114     Adventure,Drama,Fantasy   \n",
       "136        Crime,Drama,Thriller   \n",
       "742       Drama,Mystery,Romance   \n",
       "772  Animation,Action,Adventure   \n",
       "\n",
       "                                           Description              Director  \\\n",
       "50   Three decades after the defeat of the Galactic...           J.J. Abrams   \n",
       "82   Based on the true story of Jordan Belfort, fro...       Martin Scorsese   \n",
       "114  Harry, Ron and Hermione search for Voldemort's...           David Yates   \n",
       "136  Violence and mayhem ensue after a hunter stumb...            Ethan Coen   \n",
       "742  A retired legal counselor writes a novel hopin...  Juan José Campanella   \n",
       "772  A hapless young Viking who aspires to hunt dra...          Dean DeBlois   \n",
       "\n",
       "                                                Actors  Year  runtime_mins  \\\n",
       "50   Daisy Ridley, John Boyega, Oscar Isaac, Domhna...  2015           136   \n",
       "82   Leonardo DiCaprio, Jonah Hill, Margot Robbie,M...  2013           180   \n",
       "114  Daniel Radcliffe, Emma Watson, Rupert Grint, M...  2011           130   \n",
       "136  Tommy Lee Jones, Javier Bardem, Josh Brolin, W...  2007           122   \n",
       "742  Ricardo Darín, Soledad Villamil, Pablo Rago,Ca...  2009           129   \n",
       "772  Jay Baruchel, Gerard Butler,Christopher Mintz-...  2010            98   \n",
       "\n",
       "     Rating   Votes  revenue_millions  Metascore  no_words_title  \n",
       "50      8.1  661608            936.63       81.0               8  \n",
       "82      8.2  865134            116.87       75.0               5  \n",
       "114     8.1  590595            380.96       87.0               8  \n",
       "136     8.1  660286             74.27       91.0               5  \n",
       "742     8.2  144524             20.17       80.0               5  \n",
       "772     8.1  523893            217.39       74.0               5  "
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d6 = data[data['no_words_title'] >= 5]\n",
    "d6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "23bd727b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Action,Adventure,Sci-Fi', 'Comedy,Drama,Music',\n",
       "       'Biography,Drama,History', 'Biography,Drama',\n",
       "       'Adventure,Drama,Sci-Fi', 'Action,Adventure,Fantasy',\n",
       "       'Action,Crime,Drama', 'Drama,Mystery,Sci-Fi',\n",
       "       'Animation,Adventure,Comedy', 'Action,Sci-Fi',\n",
       "       'Adventure,Drama,War', 'Biography,Comedy,Crime',\n",
       "       'Crime,Drama,Mystery', 'Drama', 'Animation,Drama,Fantasy',\n",
       "       'Crime,Drama,Thriller', 'Adventure,Drama,Fantasy',\n",
       "       'Action,Thriller', 'Drama,Music', 'Mystery,Thriller',\n",
       "       'Drama,Western', 'Drama,Mystery,Romance', 'Crime,Drama,History',\n",
       "       'Action,Drama,Sport', 'Adventure,Biography,Drama',\n",
       "       'Biography,Drama,Thriller', 'Drama,Fantasy,War',\n",
       "       'Adventure,Comedy,Drama', 'Biography,Comedy,Drama',\n",
       "       'Drama,History', 'Action,Biography,Drama',\n",
       "       'Action,Mystery,Thriller', 'Comedy,Drama', 'Drama,Thriller',\n",
       "       'Comedy,Drama,Thriller', 'Drama,Mystery,War',\n",
       "       'Comedy,Drama,Romance', 'Animation,Action,Adventure',\n",
       "       'Drama,Family,Music'], dtype=object)"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['Genre'].unique()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2ba2544",
   "metadata": {},
   "source": [
    "### To display all the Drama based movie "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "eac27fae",
   "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>Rank</th>\n",
       "      <th>Title</th>\n",
       "      <th>Genre</th>\n",
       "      <th>Description</th>\n",
       "      <th>Director</th>\n",
       "      <th>Actors</th>\n",
       "      <th>Year</th>\n",
       "      <th>runtime_mins</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Votes</th>\n",
       "      <th>revenue_millions</th>\n",
       "      <th>Metascore</th>\n",
       "      <th>no_words_title</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>The Help</td>\n",
       "      <td>Drama</td>\n",
       "      <td>An aspiring author during the civil rights mov...</td>\n",
       "      <td>Tate Taylor</td>\n",
       "      <td>Emma Stone, Viola Davis, Octavia Spencer, Bryc...</td>\n",
       "      <td>2011</td>\n",
       "      <td>146</td>\n",
       "      <td>8.1</td>\n",
       "      <td>342429</td>\n",
       "      <td>169.71</td>\n",
       "      <td>62.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>144</td>\n",
       "      <td>Room</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A young boy is raised within the confines of a...</td>\n",
       "      <td>Lenny Abrahamson</td>\n",
       "      <td>Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...</td>\n",
       "      <td>2015</td>\n",
       "      <td>118</td>\n",
       "      <td>8.2</td>\n",
       "      <td>224132</td>\n",
       "      <td>14.68</td>\n",
       "      <td>86.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>456</td>\n",
       "      <td>Jagten</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A teacher lives a lonely life, all the while s...</td>\n",
       "      <td>Thomas Vinterberg</td>\n",
       "      <td>Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...</td>\n",
       "      <td>2012</td>\n",
       "      <td>115</td>\n",
       "      <td>8.3</td>\n",
       "      <td>192263</td>\n",
       "      <td>0.61</td>\n",
       "      <td>76.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>609</td>\n",
       "      <td>Mommy</td>\n",
       "      <td>Drama</td>\n",
       "      <td>A widowed single mother, raising her violent s...</td>\n",
       "      <td>Xavier Dolan</td>\n",
       "      <td>Anne Dorval, Antoine-Olivier Pilon, Suzanne Cl...</td>\n",
       "      <td>2014</td>\n",
       "      <td>139</td>\n",
       "      <td>8.1</td>\n",
       "      <td>33560</td>\n",
       "      <td>3.49</td>\n",
       "      <td>74.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Rank     Title  Genre                                        Description  \\\n",
       "92     93  The Help  Drama  An aspiring author during the civil rights mov...   \n",
       "143   144      Room  Drama  A young boy is raised within the confines of a...   \n",
       "455   456    Jagten  Drama  A teacher lives a lonely life, all the while s...   \n",
       "608   609     Mommy  Drama  A widowed single mother, raising her violent s...   \n",
       "\n",
       "              Director                                             Actors  \\\n",
       "92         Tate Taylor  Emma Stone, Viola Davis, Octavia Spencer, Bryc...   \n",
       "143   Lenny Abrahamson  Brie Larson, Jacob Tremblay, Sean Bridgers,Wen...   \n",
       "455  Thomas Vinterberg  Mads Mikkelsen, Thomas Bo Larsen, Annika Wedde...   \n",
       "608       Xavier Dolan  Anne Dorval, Antoine-Olivier Pilon, Suzanne Cl...   \n",
       "\n",
       "     Year  runtime_mins  Rating   Votes  revenue_millions  Metascore  \\\n",
       "92   2011           146     8.1  342429            169.71       62.0   \n",
       "143  2015           118     8.2  224132             14.68       86.0   \n",
       "455  2012           115     8.3  192263              0.61       76.0   \n",
       "608  2014           139     8.1   33560              3.49       74.0   \n",
       "\n",
       "     no_words_title  \n",
       "92                2  \n",
       "143               1  \n",
       "455               1  \n",
       "608               1  "
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d7 = data[data['Genre'] == 'Drama']\n",
    "d7"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "482a53d7",
   "metadata": {},
   "source": [
    "### To display the top 5 director who has the highest rating"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "9a1e5fac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Director\n",
       "Aamir Khan           8.5\n",
       "Byron Howard         8.1\n",
       "Chan-wook Park       8.1\n",
       "Christopher Nolan    9.0\n",
       "Damien Chazelle      8.5\n",
       "Name: Rating, dtype: float64"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d8 = data.groupby('Director')['Rating'].max()\n",
    "d8.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0fbae494",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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