Merge & Store in Database, Visualizing.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I used three data sources for this project.  One I retrieved as an API, one as a csv, and one as a webscraping, via JSON. The Movie Database API (TMDb) https://www.kaggle.com/tmdb/tmdb-movie-metadata contains metadata on approximately 5,000 movies.  Variables included are data on the title, plot, cast, crew, budget, revenues, overview, popularity, production company/country, release date, language spoken, status, tagline, and vote average.  https://www.figure-eight.com/data-for-everyone/ is a csv file that contains information on the winners of Academy Awards.  “Academy Awards Demographics.”   There are 441 rows of data.  There are 28 columns, but several may not be helpful.  Data includes best actor, best actress, best supporting actor, best supporting actress, best director, movie title, race/ethnicity, religion, birthplace, and sexual orientation.  The website I scraped is http://www.moviebodycounts.com/, which tallies the actual, visible “on screen kills/deaths/bodies” of movies.  It has an index of on screen kill/deaths for individual actors and their films.  Other information includes, director, MPAA rating, genre, subjects, and body count breakdowns.  \n",
    "After cleaning and performing transforming exercises on each of the databases, I converted them to csv files, then created a SQLite database and imported each as a table within it.  The relationship among the three tables is movie title.  I merged the three files into dataframes as I pulled them into a Jupyter Notebook using Python.  From there I performed various data visualizations as required for term project completion. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It turns out that not so many high body count movies have won Academy Awards (or Oscars) over the years, and the users who populate the TMDb have a bias toward more recent films.  Personal field work was attempted by me and my family.  Unfortunately our attention spans became too focussed on the action of the movies and we eventually forgot to keep talling mortalities - generally within the first 10-15 minutes. So I had to make up data.  Certainly not 100s of rows, but let's just saw that numerous members of the royal family have unexpectedly received after-the-fact Oscars for Best Director in movies with previously unknown astronomical body counts.  Any variation of the spelling of John Doe and Jane Roe is also likely a fabricated entry.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# from p. 319 in 'Wrangling' text\n",
    "import sqlite3\n",
    "import pandas as pd\n",
    "pd.set_option('display.max_rows',1500)            # the most possible rows if all three DataFrames were stacked"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## join popular and award tables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "columns = ['Film', 'release_date','vote_average','Film','Oscarcategory','Name','Yearofaward']\n",
    "data = []\n",
    "\n",
    "with sqlite3.connect(\"new SQLite database, try merging.db\") as conn:\n",
    "    cursor = conn.cursor()\n",
    "    cursor.execute(\"PRAGMA foreign_keys = 1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql = '''\n",
    "    SELECT p.Film, p.release_date, p.vote_average, \n",
    "    a.Film, a.Oscarcategory, a.Name, a.Yearofaward\n",
    "    FROM popularity_baked as p\n",
    "    JOIN awards_fakes_added as a ON p.Film = a.Film\n",
    "    '''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use the execute() method of cursor to execute the sql command\n",
    "rows = cursor.execute(sql)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Append the rows to the data list\n",
    "for row in rows:\n",
    "    data.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\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>Film</th>\n",
       "      <th>release_date</th>\n",
       "      <th>vote_average</th>\n",
       "      <th>Film</th>\n",
       "      <th>Oscarcategory</th>\n",
       "      <th>Name</th>\n",
       "      <th>Yearofaward</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Godfather</td>\n",
       "      <td>3/14/1972</td>\n",
       "      <td>8.7</td>\n",
       "      <td>The Godfather</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Marlon Brando</td>\n",
       "      <td>1973</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Schindler's List</td>\n",
       "      <td>11/30/1993</td>\n",
       "      <td>8.6</td>\n",
       "      <td>Schindler's List</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Steven Spielberg</td>\n",
       "      <td>1994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Forrest Gump</td>\n",
       "      <td>7/6/1994</td>\n",
       "      <td>8.4</td>\n",
       "      <td>Forrest Gump</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Tom Hanks</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>7/16/2008</td>\n",
       "      <td>8.4</td>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Heath Ledger</td>\n",
       "      <td>2009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>8/18/2009</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Christoph Waltz</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Gladiator</td>\n",
       "      <td>5/1/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Gladiator</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Russell Crowe</td>\n",
       "      <td>2001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>7/24/1998</td>\n",
       "      <td>8.1</td>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Steven Spielberg</td>\n",
       "      <td>1999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>10/10/2003</td>\n",
       "      <td>8.0</td>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>American Beauty</td>\n",
       "      <td>9/15/1999</td>\n",
       "      <td>8.0</td>\n",
       "      <td>American Beauty</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Kevin Spacey</td>\n",
       "      <td>2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>11/8/2007</td>\n",
       "      <td>7.9</td>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Javier Bardem</td>\n",
       "      <td>2008</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Braveheart</td>\n",
       "      <td>5/24/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Braveheart</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>1996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Titanic</td>\n",
       "      <td>11/18/1997</td>\n",
       "      <td>7.8</td>\n",
       "      <td>Titanic</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>James Cameron</td>\n",
       "      <td>1998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>5/2/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Crash</td>\n",
       "      <td>7/17/1996</td>\n",
       "      <td>6.5</td>\n",
       "      <td>Crash</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Insurgent</td>\n",
       "      <td>3/18/2015</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Insurgent</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2015</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Warcraft</td>\n",
       "      <td>5/25/2016</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Warcraft</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Tomb Raider</td>\n",
       "      <td>3/5/2018</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Tomb Raider</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2018</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>The Expendables</td>\n",
       "      <td>8/3/2010</td>\n",
       "      <td>6.1</td>\n",
       "      <td>The Expendables</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>3/29/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>5/9/2017</td>\n",
       "      <td>5.9</td>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>3/23/2016</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>4/1/2010</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Battleship</td>\n",
       "      <td>4/11/2012</td>\n",
       "      <td>5.7</td>\n",
       "      <td>Battleship</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                  Film release_date  vote_average  \\\n",
       "0                        The Godfather    3/14/1972           8.7   \n",
       "1                     Schindler's List   11/30/1993           8.6   \n",
       "2                         Forrest Gump     7/6/1994           8.4   \n",
       "3                      The Dark Knight    7/16/2008           8.4   \n",
       "4                 Inglourious Basterds    8/18/2009           8.2   \n",
       "5                            Gladiator     5/1/2000           8.2   \n",
       "6                  Saving Private Ryan    7/24/1998           8.1   \n",
       "7                    Kill Bill: Vol. 1   10/10/2003           8.0   \n",
       "8                      American Beauty    9/15/1999           8.0   \n",
       "9               No Country for Old Men    11/8/2007           7.9   \n",
       "10                          Braveheart    5/24/1995           7.9   \n",
       "11                             Titanic   11/18/1997           7.8   \n",
       "12                   The Fifth Element     5/2/1997           7.5   \n",
       "13                               Crash    7/17/1996           6.5   \n",
       "14                           Insurgent    3/18/2015           6.3   \n",
       "15                            Warcraft    5/25/2016           6.3   \n",
       "16                         Tomb Raider     3/5/2018           6.3   \n",
       "17                     The Expendables     8/3/2010           6.1   \n",
       "18                  Ghost in the Shell    3/29/2017           6.0   \n",
       "19                     Alien: Covenant     5/9/2017           5.9   \n",
       "20  Batman v Superman: Dawn of Justice    3/23/2016           5.8   \n",
       "21                 Clash of the Titans     4/1/2010           5.8   \n",
       "22                          Battleship    4/11/2012           5.7   \n",
       "\n",
       "                                  Film          Oscarcategory  \\\n",
       "0                        The Godfather             Best Actor   \n",
       "1                     Schindler's List          Best Director   \n",
       "2                         Forrest Gump             Best Actor   \n",
       "3                      The Dark Knight  Best Supporting Actor   \n",
       "4                 Inglourious Basterds  Best Supporting Actor   \n",
       "5                            Gladiator             Best Actor   \n",
       "6                  Saving Private Ryan          Best Director   \n",
       "7                    Kill Bill: Vol. 1          Best Director   \n",
       "8                      American Beauty             Best Actor   \n",
       "9               No Country for Old Men  Best Supporting Actor   \n",
       "10                          Braveheart          Best Director   \n",
       "11                             Titanic          Best Director   \n",
       "12                   The Fifth Element          Best Director   \n",
       "13                               Crash          Best Director   \n",
       "14                           Insurgent          Best Director   \n",
       "15                            Warcraft          Best Director   \n",
       "16                         Tomb Raider          Best Director   \n",
       "17                     The Expendables          Best Director   \n",
       "18                  Ghost in the Shell          Best Director   \n",
       "19                     Alien: Covenant          Best Director   \n",
       "20  Batman v Superman: Dawn of Justice          Best Director   \n",
       "21                 Clash of the Titans          Best Director   \n",
       "22                          Battleship          Best Director   \n",
       "\n",
       "                Name  Yearofaward  \n",
       "0      Marlon Brando         1973  \n",
       "1   Steven Spielberg         1994  \n",
       "2          Tom Hanks         1995  \n",
       "3       Heath Ledger         2009  \n",
       "4    Christoph Waltz         2010  \n",
       "5      Russell Crowe         2001  \n",
       "6   Steven Spielberg         1999  \n",
       "7               None         2003  \n",
       "8       Kevin Spacey         2000  \n",
       "9      Javier Bardem         2008  \n",
       "10        Mel Gibson         1996  \n",
       "11     James Cameron         1998  \n",
       "12              None         1997  \n",
       "13              None         1996  \n",
       "14              None         2015  \n",
       "15              None         2016  \n",
       "16              None         2018  \n",
       "17              None         2010  \n",
       "18              None         2017  \n",
       "19              None         2017  \n",
       "20              None         2016  \n",
       "21              None         2010  \n",
       "22              None         2012  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a DataFrame using the data list\n",
    "df = pd.DataFrame(data, columns = columns)\n",
    "df                                               # Returns 22 rows."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I validated this join with a left join on these two tables, retrieving 377 rows, with only 11 of them having a movie in the 'Movietitle' column.  This is due to Oscars only awarded once per year.  A movie has multiple opportunities to make this list due to actors and director all being categories.  In the case of movies that won multiple Oscars, I only retained one row, with first priority given to Best Actor, then Best Actress, then Best Supporting Actor, Best Supporting Actress, and Best Director last."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Now try it with 2 other tables; popular and body"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "columns1 = ['Film', 'release_date','vote_average','Film','Body_Count','Year']\n",
    "data1 = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"new SQLite database, try merging.db\") as conn:\n",
    "    cursor1 = conn.cursor()\n",
    "    cursor1.execute(\"PRAGMA foreign_keys = 1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql1 = '''\n",
    "    SELECT p.Film, p.release_date, p.vote_average, \n",
    "    b.Film, b.Body_Count, b.Year\n",
    "    FROM popularity_baked as p\n",
    "    JOIN bodies_faked as b ON p.Film = b.Film\n",
    "    WHERE p.Film = b.Film\n",
    "    '''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use the execute() method of cursor to execute the sql command\n",
    "rows1 = cursor1.execute(sql1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Append the rows to the data list\n",
    "for row in rows1:\n",
    "    data1.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Film</th>\n",
       "      <th>release_date</th>\n",
       "      <th>vote_average</th>\n",
       "      <th>Film</th>\n",
       "      <th>Body_Count</th>\n",
       "      <th>Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Titanic</td>\n",
       "      <td>11/18/1997</td>\n",
       "      <td>7.8</td>\n",
       "      <td>Titanic</td>\n",
       "      <td>307</td>\n",
       "      <td>1997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>7/24/1998</td>\n",
       "      <td>8.1</td>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>255</td>\n",
       "      <td>1998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Braveheart</td>\n",
       "      <td>5/24/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Braveheart</td>\n",
       "      <td>184</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>10/10/2003</td>\n",
       "      <td>8.0</td>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>95</td>\n",
       "      <td>2003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Pirates of the Caribbean: Dead Man's Chest</td>\n",
       "      <td>6/20/2006</td>\n",
       "      <td>7.2</td>\n",
       "      <td>Pirates of the Caribbean: Dead Man's Chest</td>\n",
       "      <td>90</td>\n",
       "      <td>2006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Raiders of the Lost Ark</td>\n",
       "      <td>6/12/1981</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Raiders of the Lost Ark</td>\n",
       "      <td>84</td>\n",
       "      <td>1981</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>5/2/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>80</td>\n",
       "      <td>1997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Gladiator</td>\n",
       "      <td>5/1/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Gladiator</td>\n",
       "      <td>77</td>\n",
       "      <td>2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>The Expendables</td>\n",
       "      <td>8/3/2010</td>\n",
       "      <td>6.1</td>\n",
       "      <td>The Expendables</td>\n",
       "      <td>45</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Battleship</td>\n",
       "      <td>4/11/2012</td>\n",
       "      <td>5.7</td>\n",
       "      <td>Battleship</td>\n",
       "      <td>7</td>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>4/1/2010</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>50</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>3/29/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>19</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>5/9/2017</td>\n",
       "      <td>5.9</td>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>38</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>3/23/2016</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>55</td>\n",
       "      <td>2016</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Film release_date  vote_average  \\\n",
       "0                                      Titanic   11/18/1997           7.8   \n",
       "1                          Saving Private Ryan    7/24/1998           8.1   \n",
       "2                                   Braveheart    5/24/1995           7.9   \n",
       "3                            Kill Bill: Vol. 1   10/10/2003           8.0   \n",
       "4   Pirates of the Caribbean: Dead Man's Chest    6/20/2006           7.2   \n",
       "5                      Raiders of the Lost Ark    6/12/1981           7.9   \n",
       "6                            The Fifth Element     5/2/1997           7.5   \n",
       "7                                    Gladiator     5/1/2000           8.2   \n",
       "8                              The Expendables     8/3/2010           6.1   \n",
       "9                                   Battleship    4/11/2012           5.7   \n",
       "10                         Clash of the Titans     4/1/2010           5.8   \n",
       "11                          Ghost in the Shell    3/29/2017           6.0   \n",
       "12                             Alien: Covenant     5/9/2017           5.9   \n",
       "13          Batman v Superman: Dawn of Justice    3/23/2016           5.8   \n",
       "\n",
       "                                          Film  Body_Count  Year  \n",
       "0                                      Titanic         307  1997  \n",
       "1                          Saving Private Ryan         255  1998  \n",
       "2                                   Braveheart         184  1995  \n",
       "3                            Kill Bill: Vol. 1          95  2003  \n",
       "4   Pirates of the Caribbean: Dead Man's Chest          90  2006  \n",
       "5                      Raiders of the Lost Ark          84  1981  \n",
       "6                            The Fifth Element          80  1997  \n",
       "7                                    Gladiator          77  2000  \n",
       "8                              The Expendables          45  2010  \n",
       "9                                   Battleship           7  2012  \n",
       "10                         Clash of the Titans          50  2010  \n",
       "11                          Ghost in the Shell          19  2017  \n",
       "12                             Alien: Covenant          38  2017  \n",
       "13          Batman v Superman: Dawn of Justice          55  2016  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a DataFrame using the data list\n",
    "df1 = pd.DataFrame(data1, columns = columns1)\n",
    "df1                                                      # Returns 13 rows"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Reverse it.  Start with body table and merge popular"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "columns2 = ['Film', 'release_date','vote_average','Film','Body_Count','Year']\n",
    "data2 = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"new SQLite database, try merging.db\") as conn:\n",
    "    cursor2 = conn.cursor()\n",
    "    cursor2.execute(\"PRAGMA foreign_keys = 1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql2 = '''\n",
    "    SELECT p.Film, p.release_date, p.vote_average, \n",
    "    b.Film, b.Body_Count, b.Year\n",
    "    FROM popularity_baked as p\n",
    "    JOIN bodies_faked as b ON p.Film = b.Film\n",
    "    '''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use the execute() method of cursor to execute the sql command\n",
    "rows2 = cursor2.execute(sql2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Append the rows to the data list\n",
    "for row in rows2:\n",
    "    data2.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "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>Film</th>\n",
       "      <th>release_date</th>\n",
       "      <th>vote_average</th>\n",
       "      <th>Film</th>\n",
       "      <th>Body_Count</th>\n",
       "      <th>Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Titanic</td>\n",
       "      <td>11/18/1997</td>\n",
       "      <td>7.8</td>\n",
       "      <td>Titanic</td>\n",
       "      <td>307</td>\n",
       "      <td>1997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>7/24/1998</td>\n",
       "      <td>8.1</td>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>255</td>\n",
       "      <td>1998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Braveheart</td>\n",
       "      <td>5/24/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Braveheart</td>\n",
       "      <td>184</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>10/10/2003</td>\n",
       "      <td>8.0</td>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>95</td>\n",
       "      <td>2003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Pirates of the Caribbean: Dead Man's Chest</td>\n",
       "      <td>6/20/2006</td>\n",
       "      <td>7.2</td>\n",
       "      <td>Pirates of the Caribbean: Dead Man's Chest</td>\n",
       "      <td>90</td>\n",
       "      <td>2006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Raiders of the Lost Ark</td>\n",
       "      <td>6/12/1981</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Raiders of the Lost Ark</td>\n",
       "      <td>84</td>\n",
       "      <td>1981</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>5/2/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>80</td>\n",
       "      <td>1997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Gladiator</td>\n",
       "      <td>5/1/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Gladiator</td>\n",
       "      <td>77</td>\n",
       "      <td>2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>The Expendables</td>\n",
       "      <td>8/3/2010</td>\n",
       "      <td>6.1</td>\n",
       "      <td>The Expendables</td>\n",
       "      <td>45</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Battleship</td>\n",
       "      <td>4/11/2012</td>\n",
       "      <td>5.7</td>\n",
       "      <td>Battleship</td>\n",
       "      <td>7</td>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>4/1/2010</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>50</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>3/29/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>19</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>5/9/2017</td>\n",
       "      <td>5.9</td>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>38</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>3/23/2016</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>55</td>\n",
       "      <td>2016</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Film release_date  vote_average  \\\n",
       "0                                      Titanic   11/18/1997           7.8   \n",
       "1                          Saving Private Ryan    7/24/1998           8.1   \n",
       "2                                   Braveheart    5/24/1995           7.9   \n",
       "3                            Kill Bill: Vol. 1   10/10/2003           8.0   \n",
       "4   Pirates of the Caribbean: Dead Man's Chest    6/20/2006           7.2   \n",
       "5                      Raiders of the Lost Ark    6/12/1981           7.9   \n",
       "6                            The Fifth Element     5/2/1997           7.5   \n",
       "7                                    Gladiator     5/1/2000           8.2   \n",
       "8                              The Expendables     8/3/2010           6.1   \n",
       "9                                   Battleship    4/11/2012           5.7   \n",
       "10                         Clash of the Titans     4/1/2010           5.8   \n",
       "11                          Ghost in the Shell    3/29/2017           6.0   \n",
       "12                             Alien: Covenant     5/9/2017           5.9   \n",
       "13          Batman v Superman: Dawn of Justice    3/23/2016           5.8   \n",
       "\n",
       "                                          Film  Body_Count  Year  \n",
       "0                                      Titanic         307  1997  \n",
       "1                          Saving Private Ryan         255  1998  \n",
       "2                                   Braveheart         184  1995  \n",
       "3                            Kill Bill: Vol. 1          95  2003  \n",
       "4   Pirates of the Caribbean: Dead Man's Chest          90  2006  \n",
       "5                      Raiders of the Lost Ark          84  1981  \n",
       "6                            The Fifth Element          80  1997  \n",
       "7                                    Gladiator          77  2000  \n",
       "8                              The Expendables          45  2010  \n",
       "9                                   Battleship           7  2012  \n",
       "10                         Clash of the Titans          50  2010  \n",
       "11                          Ghost in the Shell          19  2017  \n",
       "12                             Alien: Covenant          38  2017  \n",
       "13          Batman v Superman: Dawn of Justice          55  2016  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a DataFrame using the data list\n",
    "df2 = pd.DataFrame(data2, columns = columns2)\n",
    "df2                                           # Returns 13 rows."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Try it with award table and popular table - oops!  This is the same as the top query.  So let's play around with it a little and see if I can get an OUTER join out of it or something else that retrieves more results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "columns3 = ['Film', 'release_date','vote_average','Film','Oscarcategory','Name','Yearofaward']\n",
    "data3 = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"new SQLite database, try merging.db\") as conn:\n",
    "    cursor3 = conn.cursor()\n",
    "    cursor3.execute(\"PRAGMA foreign_keys = 1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql3 = '''\n",
    "    SELECT p.Film, p.release_date, p.vote_average, \n",
    "    a.Film, a.Oscarcategory, a.Name, a.Yearofaward\n",
    "    FROM popularity_baked as p\n",
    "    LEFT JOIN awards_fakes_added as a ON p.Film = a.Film\n",
    "    '''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use the execute() method of cursor to execute the sql command\n",
    "rows3 = cursor3.execute(sql3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "for row in rows3:\n",
    "    data3.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "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>Film</th>\n",
       "      <th>release_date</th>\n",
       "      <th>vote_average</th>\n",
       "      <th>Film</th>\n",
       "      <th>Oscarcategory</th>\n",
       "      <th>Name</th>\n",
       "      <th>Yearofaward</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Insurrection</td>\n",
       "      <td>5/4/2020</td>\n",
       "      <td>9.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>The Shawshank Redemption</td>\n",
       "      <td>9/23/1994</td>\n",
       "      <td>8.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>The Godfather</td>\n",
       "      <td>3/14/1972</td>\n",
       "      <td>8.7</td>\n",
       "      <td>The Godfather</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Marlon Brando</td>\n",
       "      <td>1973.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>The Godfather: Part II</td>\n",
       "      <td>12/20/1974</td>\n",
       "      <td>8.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Schindler's List</td>\n",
       "      <td>11/30/1993</td>\n",
       "      <td>8.6</td>\n",
       "      <td>Schindler's List</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Steven Spielberg</td>\n",
       "      <td>1994.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>The Green Mile</td>\n",
       "      <td>12/10/1999</td>\n",
       "      <td>8.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Pulp Fiction</td>\n",
       "      <td>9/10/1994</td>\n",
       "      <td>8.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Justice League Dark: Apokolips War</td>\n",
       "      <td>5/5/2020</td>\n",
       "      <td>8.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Spider-Man: Into the Spider-Verse</td>\n",
       "      <td>12/6/2018</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>The Lord of the Rings: The Return of the King</td>\n",
       "      <td>12/1/2003</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Fight Club</td>\n",
       "      <td>10/15/1999</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Forrest Gump</td>\n",
       "      <td>7/6/1994</td>\n",
       "      <td>8.4</td>\n",
       "      <td>Forrest Gump</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Tom Hanks</td>\n",
       "      <td>1995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Psycho</td>\n",
       "      <td>6/22/1960</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>7/16/2008</td>\n",
       "      <td>8.4</td>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Heath Ledger</td>\n",
       "      <td>2009.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Whiplash</td>\n",
       "      <td>10/10/2014</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>The Empire Strikes Back</td>\n",
       "      <td>5/20/1980</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Léon: The Professional</td>\n",
       "      <td>9/14/1994</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Back to the Future</td>\n",
       "      <td>7/3/1985</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Se7en</td>\n",
       "      <td>9/22/1995</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Call Me by Your Name</td>\n",
       "      <td>9/1/2017</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Avengers: Endgame</td>\n",
       "      <td>4/24/2019</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>The Lord of the Rings: The Fellowship of the Ring</td>\n",
       "      <td>12/18/2001</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Interstellar</td>\n",
       "      <td>11/5/2014</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>The Lord of the Rings: The Two Towers</td>\n",
       "      <td>12/18/2002</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Green Book</td>\n",
       "      <td>11/16/2018</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Inception</td>\n",
       "      <td>7/15/2010</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Avengers: Infinity War</td>\n",
       "      <td>4/25/2018</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Reservoir Dogs</td>\n",
       "      <td>9/2/1992</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Joker</td>\n",
       "      <td>10/2/2019</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Memento</td>\n",
       "      <td>10/11/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Taxi Driver</td>\n",
       "      <td>2/9/1976</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Coco</td>\n",
       "      <td>10/27/2017</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>The Shining</td>\n",
       "      <td>5/23/1980</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>8/18/2009</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Christoph Waltz</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Star Wars</td>\n",
       "      <td>5/25/1977</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Gladiator</td>\n",
       "      <td>5/1/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Gladiator</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Russell Crowe</td>\n",
       "      <td>2001.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>The Matrix</td>\n",
       "      <td>3/30/1999</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Lion</td>\n",
       "      <td>1/20/2016</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>The Imitation Game</td>\n",
       "      <td>11/14/2014</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Scoob!</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Hacksaw Ridge</td>\n",
       "      <td>10/7/2016</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Jojo Rabbit</td>\n",
       "      <td>10/18/2019</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>7/24/1998</td>\n",
       "      <td>8.1</td>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Steven Spielberg</td>\n",
       "      <td>1999.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>2001: A Space Odyssey</td>\n",
       "      <td>4/9/1968</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Scarface</td>\n",
       "      <td>12/8/1983</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Alien</td>\n",
       "      <td>5/25/1979</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 2</td>\n",
       "      <td>7/7/2011</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Shutter Island</td>\n",
       "      <td>2/14/2010</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Harry Potter and the Prisoner of Azkaban</td>\n",
       "      <td>5/31/2004</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>WALL�E</td>\n",
       "      <td>6/22/2008</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>The Greatest Showman</td>\n",
       "      <td>12/20/2017</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Hidden Figures</td>\n",
       "      <td>12/10/2016</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>10/10/2003</td>\n",
       "      <td>8.0</td>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Bohemian Rhapsody</td>\n",
       "      <td>10/24/2018</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Return of the Jedi</td>\n",
       "      <td>5/25/1983</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>The Thing</td>\n",
       "      <td>6/25/1982</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>American Beauty</td>\n",
       "      <td>9/15/1999</td>\n",
       "      <td>8.0</td>\n",
       "      <td>American Beauty</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Kevin Spacey</td>\n",
       "      <td>2000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Terminator 2: Judgment Day</td>\n",
       "      <td>7/3/1991</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Gone Girl</td>\n",
       "      <td>10/1/2014</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Inside Out</td>\n",
       "      <td>6/9/2015</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Toy Story</td>\n",
       "      <td>10/30/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Little Women</td>\n",
       "      <td>12/25/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>La La Land</td>\n",
       "      <td>11/29/2016</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Raiders of the Lost Ark</td>\n",
       "      <td>6/12/1981</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>7/30/2014</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Kill Bill: Vol. 2</td>\n",
       "      <td>4/16/2004</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Her</td>\n",
       "      <td>12/18/2013</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>11/8/2007</td>\n",
       "      <td>7.9</td>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Javier Bardem</td>\n",
       "      <td>2008.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Braveheart</td>\n",
       "      <td>5/24/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Braveheart</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Blade Runner</td>\n",
       "      <td>6/25/1982</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Harry Potter and the Philosopher's Stone</td>\n",
       "      <td>11/16/2001</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>1917</td>\n",
       "      <td>12/25/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Ford v Ferrari</td>\n",
       "      <td>11/13/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Onward</td>\n",
       "      <td>2/29/2020</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Marriage Story</td>\n",
       "      <td>11/6/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>To All the Boys I've Loved Before</td>\n",
       "      <td>8/16/2018</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Monsters, Inc.</td>\n",
       "      <td>11/1/2001</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Knives Out</td>\n",
       "      <td>11/27/2019</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Harry Potter and the Goblet of Fire</td>\n",
       "      <td>11/16/2005</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Logan</td>\n",
       "      <td>2/28/2017</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Donnie Darko</td>\n",
       "      <td>1/18/2001</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Titanic</td>\n",
       "      <td>11/18/1997</td>\n",
       "      <td>7.8</td>\n",
       "      <td>Titanic</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>James Cameron</td>\n",
       "      <td>1998.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Finding Nemo</td>\n",
       "      <td>5/30/2003</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Indiana Jones and the Last Crusade</td>\n",
       "      <td>5/24/1989</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Big Hero 6</td>\n",
       "      <td>10/24/2014</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 1</td>\n",
       "      <td>10/17/2010</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Harry Potter and the Order of the Phoenix</td>\n",
       "      <td>6/28/2007</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Harry Potter and the Half-Blood Prince</td>\n",
       "      <td>7/7/2009</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Zootopia</td>\n",
       "      <td>2/11/2016</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>How to Train Your Dragon 2</td>\n",
       "      <td>6/9/2014</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>The Gentlemen</td>\n",
       "      <td>1/1/2020</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Pirates of the Caribbean: The Curse of the Bla...</td>\n",
       "      <td>7/9/2003</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>The Martian</td>\n",
       "      <td>9/30/2015</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Spies in Disguise</td>\n",
       "      <td>12/4/2019</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>The Dark Knight Rises</td>\n",
       "      <td>7/16/2012</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Batman Begins</td>\n",
       "      <td>6/10/2005</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Harry Potter and the Chamber of Secrets</td>\n",
       "      <td>11/13/2002</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>The Hateful Eight</td>\n",
       "      <td>12/25/2015</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>How to Train Your Dragon: The Hidden World</td>\n",
       "      <td>1/3/2019</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Nightcrawler</td>\n",
       "      <td>10/23/2014</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Die Hard</td>\n",
       "      <td>7/15/1988</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Rush</td>\n",
       "      <td>9/2/2013</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>The Avengers</td>\n",
       "      <td>4/25/2012</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>The Irishman</td>\n",
       "      <td>11/1/2019</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>The Lighthouse</td>\n",
       "      <td>10/18/2019</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Thor: Ragnarok</td>\n",
       "      <td>10/25/2017</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Iron Man</td>\n",
       "      <td>4/30/2008</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Kingsman: The Secret Service</td>\n",
       "      <td>12/13/2014</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>Deadpool</td>\n",
       "      <td>2/9/2016</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Shrek</td>\n",
       "      <td>5/18/2001</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>Edge of Tomorrow</td>\n",
       "      <td>5/27/2014</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>Cast Away</td>\n",
       "      <td>12/22/2000</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>The Hobbit: The Desolation of Smaug</td>\n",
       "      <td>12/11/2013</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>Toy Story 4</td>\n",
       "      <td>6/19/2019</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>The Farewell</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>Trolls World Tour</td>\n",
       "      <td>3/12/2020</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>Ready Player One</td>\n",
       "      <td>3/28/2018</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>Guardians of the Galaxy Vol. 2</td>\n",
       "      <td>4/19/2017</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>Ex Machina</td>\n",
       "      <td>1/16/2015</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>Incredibles 2</td>\n",
       "      <td>6/14/2018</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>E.T. the Extra-Terrestrial</td>\n",
       "      <td>6/11/1982</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>Deadpool 2</td>\n",
       "      <td>5/10/2018</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>Once Upon a Time in Hollywood</td>\n",
       "      <td>7/25/2019</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>Drive</td>\n",
       "      <td>8/6/2011</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>5/2/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1997.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>The Curious Case of Benjamin Button</td>\n",
       "      <td>12/25/2008</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>Casino Royale</td>\n",
       "      <td>11/14/2006</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>Birdman or (The Unexpected Virtue of Ignorance)</td>\n",
       "      <td>8/27/2014</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>Extraction</td>\n",
       "      <td>4/24/2020</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>Spider-Man: Far from Home</td>\n",
       "      <td>6/28/2019</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>A Star Is Born</td>\n",
       "      <td>10/3/2018</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>X-Men: Days of Future Past</td>\n",
       "      <td>5/15/2014</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>Rogue One: A Star Wars Story</td>\n",
       "      <td>12/14/2016</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>Terminator</td>\n",
       "      <td>10/26/1984</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>Sonic the Hedgehog</td>\n",
       "      <td>2/12/2020</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>Arrival</td>\n",
       "      <td>11/10/2016</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>Gattaca</td>\n",
       "      <td>9/7/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>5/13/2015</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>Fury</td>\n",
       "      <td>10/15/2014</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>Star Trek</td>\n",
       "      <td>5/6/2009</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>Dunkirk</td>\n",
       "      <td>7/19/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Doctor Strange</td>\n",
       "      <td>10/25/2016</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>The Call of the Wild</td>\n",
       "      <td>2/19/2020</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Upgrade</td>\n",
       "      <td>6/1/2018</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Black Panther</td>\n",
       "      <td>2/13/2018</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Ghostbusters</td>\n",
       "      <td>6/8/1984</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>First Blood</td>\n",
       "      <td>10/22/1982</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>Spider-Man: Homecoming</td>\n",
       "      <td>7/5/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Captain America: Civil War</td>\n",
       "      <td>4/27/2016</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Ocean's Eleven</td>\n",
       "      <td>12/7/2001</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Grease</td>\n",
       "      <td>7/7/1978</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>Star Wars: The Force Awakens</td>\n",
       "      <td>12/15/2015</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>Avatar</td>\n",
       "      <td>12/10/2009</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>Dark Waters</td>\n",
       "      <td>11/22/2019</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>Close Encounters of the Third Kind</td>\n",
       "      <td>11/18/1977</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Fantastic Beasts and Where to Find Them</td>\n",
       "      <td>11/16/2016</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>Baby Driver</td>\n",
       "      <td>6/28/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>The Hunger Games: Catching Fire</td>\n",
       "      <td>11/15/2013</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>Apollo 13</td>\n",
       "      <td>6/30/1995</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>Blade Runner 2049</td>\n",
       "      <td>10/4/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>Frozen</td>\n",
       "      <td>11/27/2013</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>Dawn of the Planet of the Apes</td>\n",
       "      <td>6/26/2014</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>Ice Age</td>\n",
       "      <td>3/10/2002</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>The Hobbit: The Battle of the Five Armies</td>\n",
       "      <td>12/10/2014</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>Source Code</td>\n",
       "      <td>3/30/2011</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>Mission: Impossible - Fallout</td>\n",
       "      <td>7/13/2018</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>Avengers: Age of Ultron</td>\n",
       "      <td>4/22/2015</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>John Wick: Chapter 3 - Parabellum</td>\n",
       "      <td>5/15/2019</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>The Hobbit: An Unexpected Journey</td>\n",
       "      <td>11/26/2012</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>Split</td>\n",
       "      <td>1/19/2017</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>Wonder Woman</td>\n",
       "      <td>5/30/2017</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>Maleficent: Mistress of Evil</td>\n",
       "      <td>10/16/2019</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>A Quiet Place</td>\n",
       "      <td>4/3/2018</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>Star Trek Into Darkness</td>\n",
       "      <td>5/5/2013</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>The Half of It</td>\n",
       "      <td>5/1/2020</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>The Devil Wears Prada</td>\n",
       "      <td>6/30/2006</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>Frozen II</td>\n",
       "      <td>11/20/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>Birds of Prey (and the Fantabulous Emancipatio...</td>\n",
       "      <td>2/5/2020</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>The Kissing Booth</td>\n",
       "      <td>5/11/2018</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>Bad Boys for Life</td>\n",
       "      <td>1/15/2020</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>The Shape of Water</td>\n",
       "      <td>12/1/2017</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>Gravity</td>\n",
       "      <td>10/3/2013</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>Ralph Breaks the Internet</td>\n",
       "      <td>11/20/2018</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>The Lion King</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>Pirates of the Caribbean: Dead Man's Chest</td>\n",
       "      <td>6/20/2006</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>Dolemite Is My Name</td>\n",
       "      <td>10/4/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>Big Trouble in Little China</td>\n",
       "      <td>5/30/1986</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>Pirates of the Caribbean: At World's End</td>\n",
       "      <td>5/19/2007</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>The Equalizer</td>\n",
       "      <td>9/24/2014</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>Airplane!</td>\n",
       "      <td>7/2/1980</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>Harriet</td>\n",
       "      <td>11/1/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>The Willoughbys</td>\n",
       "      <td>4/22/2020</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>My Spy</td>\n",
       "      <td>1/9/2020</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>Aladdin</td>\n",
       "      <td>5/22/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>Hereditary</td>\n",
       "      <td>6/7/2018</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>A Beautiful Day in the Neighborhood</td>\n",
       "      <td>9/7/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>John Wick: Chapter 2</td>\n",
       "      <td>2/8/2017</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>Skyfall</td>\n",
       "      <td>10/25/2012</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>Ant-Man</td>\n",
       "      <td>7/14/2015</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>Master and Commander: The Far Side of the World</td>\n",
       "      <td>11/14/2003</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>The Maze Runner</td>\n",
       "      <td>9/10/2014</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>Uncut Gems</td>\n",
       "      <td>11/14/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>Maleficent</td>\n",
       "      <td>5/28/2014</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>Don't Let Go</td>\n",
       "      <td>8/30/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>Doctor Sleep</td>\n",
       "      <td>10/30/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>Bloodshot</td>\n",
       "      <td>3/5/2020</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>The Invisible Man</td>\n",
       "      <td>2/26/2020</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>Men in Black</td>\n",
       "      <td>7/2/1997</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>From Russia with Love</td>\n",
       "      <td>10/11/1963</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>Maze Runner: The Death Cure</td>\n",
       "      <td>1/10/2018</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>Brave</td>\n",
       "      <td>6/21/2012</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>Midway</td>\n",
       "      <td>11/6/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>Emma</td>\n",
       "      <td>2/13/2020</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>Dr. No</td>\n",
       "      <td>10/7/1962</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>Alita: Battle Angel</td>\n",
       "      <td>1/31/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>Shazam!</td>\n",
       "      <td>3/29/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>Kingsman: The Golden Circle</td>\n",
       "      <td>9/20/2017</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>Ant-Man and the Wasp</td>\n",
       "      <td>7/4/2018</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>Star Wars: The Last Jedi</td>\n",
       "      <td>12/13/2017</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>The Proposal</td>\n",
       "      <td>6/1/2009</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Captain Marvel</td>\n",
       "      <td>3/6/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Pokémon Detective Pikachu</td>\n",
       "      <td>5/3/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Ready or Not</td>\n",
       "      <td>8/21/2019</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Fantastic Beasts: The Crimes of Grindelwald</td>\n",
       "      <td>11/14/2018</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Beauty and the Beast</td>\n",
       "      <td>3/16/2017</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Bad Education</td>\n",
       "      <td>9/8/2019</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>A Bug's Life</td>\n",
       "      <td>11/25/1998</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Pitch Perfect 2</td>\n",
       "      <td>5/7/2015</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>The Mask</td>\n",
       "      <td>7/29/1994</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>The Fate of the Furious</td>\n",
       "      <td>4/12/2017</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Bird Box</td>\n",
       "      <td>12/13/2018</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Top Gun</td>\n",
       "      <td>5/16/1986</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Ocean's Eight</td>\n",
       "      <td>6/7/2018</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Iron Man 3</td>\n",
       "      <td>4/18/2013</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Jumanji: The Next Level</td>\n",
       "      <td>12/4/2019</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>I, Robot</td>\n",
       "      <td>7/15/2004</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Aquaman</td>\n",
       "      <td>12/7/2018</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Cars</td>\n",
       "      <td>6/8/2006</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>El Camino: A Breaking Bad Movie</td>\n",
       "      <td>10/11/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Jumanji: Welcome to the Jungle</td>\n",
       "      <td>12/9/2017</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>21 Bridges</td>\n",
       "      <td>10/24/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>The Hitman's Bodyguard</td>\n",
       "      <td>8/16/2017</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>GoldenEye</td>\n",
       "      <td>11/16/1995</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Motherless Brooklyn</td>\n",
       "      <td>10/31/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Cinderella</td>\n",
       "      <td>3/12/2015</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>The Hunger Games: Mockingjay - Part 1</td>\n",
       "      <td>11/19/2014</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Long Shot</td>\n",
       "      <td>5/2/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Bombshell</td>\n",
       "      <td>12/13/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Iron Man 2</td>\n",
       "      <td>4/28/2010</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>It Chapter Two</td>\n",
       "      <td>9/4/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>Dolittle</td>\n",
       "      <td>1/1/2020</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>Last Moment of Clarity</td>\n",
       "      <td>5/19/2020</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>Sicario: Day of the Soldado</td>\n",
       "      <td>6/27/2018</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>Fast &amp; Furious Presents: Hobbs &amp; Shaw</td>\n",
       "      <td>8/1/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>Bruce Almighty</td>\n",
       "      <td>5/23/2003</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>Thor</td>\n",
       "      <td>4/21/2011</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>Maze Runner: The Scorch Trials</td>\n",
       "      <td>9/9/2015</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>Spenser Confidential</td>\n",
       "      <td>3/6/2020</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Red Shoes and the Seven Dwarfs</td>\n",
       "      <td>7/25/2019</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>The Hunt</td>\n",
       "      <td>3/11/2020</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>The Witch</td>\n",
       "      <td>11/11/2015</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>Star Trek Beyond</td>\n",
       "      <td>7/7/2016</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>Chappie</td>\n",
       "      <td>3/4/2015</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>The Wretched</td>\n",
       "      <td>7/10/2019</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>Venom</td>\n",
       "      <td>9/28/2018</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>The Way Back</td>\n",
       "      <td>3/5/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>Solo: A Star Wars Story</td>\n",
       "      <td>5/15/2018</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>Inheritance</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>Valerian and the City of a Thousand Planets</td>\n",
       "      <td>7/20/2017</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>Thor: The Dark World</td>\n",
       "      <td>10/29/2013</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>Bumblebee</td>\n",
       "      <td>12/15/2018</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>Charlie's Angels</td>\n",
       "      <td>11/14/2019</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>Pirates of the Caribbean: Dead Men Tell No Tales</td>\n",
       "      <td>5/23/2017</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>Rio</td>\n",
       "      <td>4/3/2011</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>Survive the Night</td>\n",
       "      <td>5/22/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>Jurassic World</td>\n",
       "      <td>6/6/2015</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>Glass</td>\n",
       "      <td>1/16/2019</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>The Lovebirds</td>\n",
       "      <td>5/22/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>Den of Thieves</td>\n",
       "      <td>1/18/2018</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>Star Wars: Episode II - Attack of the Clones</td>\n",
       "      <td>5/15/2002</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>Escape From Pretoria</td>\n",
       "      <td>3/6/2020</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>Jurassic World: Fallen Kingdom</td>\n",
       "      <td>6/6/2018</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>Star Wars: Episode I - The Phantom Menace</td>\n",
       "      <td>5/19/1999</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>The Amazing Spider-Man</td>\n",
       "      <td>6/23/2012</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>It Follows</td>\n",
       "      <td>2/4/2015</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Man of Steel</td>\n",
       "      <td>6/12/2013</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>X-Men: Apocalypse</td>\n",
       "      <td>5/18/2016</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>King Arthur: Legend of the Sword</td>\n",
       "      <td>5/10/2017</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>Terminator: Dark Fate</td>\n",
       "      <td>10/23/2019</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>Contagion</td>\n",
       "      <td>9/8/2011</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>Star Wars: The Rise of Skywalker</td>\n",
       "      <td>12/18/2019</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>Crash</td>\n",
       "      <td>7/17/1996</td>\n",
       "      <td>6.5</td>\n",
       "      <td>Crash</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>Spectre</td>\n",
       "      <td>10/26/2015</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>Guns Akimbo</td>\n",
       "      <td>9/9/2019</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>Kong: Skull Island</td>\n",
       "      <td>3/8/2017</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>Life</td>\n",
       "      <td>3/22/2017</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>Run All Night</td>\n",
       "      <td>3/11/2015</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>War of the Worlds</td>\n",
       "      <td>6/28/2005</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>Hustlers</td>\n",
       "      <td>9/12/2019</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>Brahms: The Boy II</td>\n",
       "      <td>2/20/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>Underwater</td>\n",
       "      <td>1/8/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>Gretel &amp; Hansel</td>\n",
       "      <td>1/30/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>The Postcard Killings</td>\n",
       "      <td>3/13/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>The Room</td>\n",
       "      <td>9/12/2019</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>Prometheus</td>\n",
       "      <td>5/30/2012</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>6 Underground</td>\n",
       "      <td>12/13/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>Godzilla: King of the Monsters</td>\n",
       "      <td>5/29/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>Rampage</td>\n",
       "      <td>4/12/2018</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>Due Date</td>\n",
       "      <td>11/4/2010</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>Angel Has Fallen</td>\n",
       "      <td>8/21/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>Gemini Man</td>\n",
       "      <td>10/2/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>Insurgent</td>\n",
       "      <td>3/18/2015</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Insurgent</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2015.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>A Walk Among the Tombstones</td>\n",
       "      <td>9/18/2014</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>Annihilation</td>\n",
       "      <td>2/22/2018</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>Atomic Blonde</td>\n",
       "      <td>7/26/2017</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>Men in Black II</td>\n",
       "      <td>7/3/2002</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>Warcraft</td>\n",
       "      <td>5/25/2016</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Warcraft</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2016.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>The Lodge</td>\n",
       "      <td>1/25/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>X-Men: Production Scrapbook</td>\n",
       "      <td>11/2/2003</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>Dracula Untold</td>\n",
       "      <td>10/1/2014</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>Tomb Raider</td>\n",
       "      <td>3/5/2018</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Tomb Raider</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2018.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>Justice League</td>\n",
       "      <td>11/15/2017</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>Tomorrowland</td>\n",
       "      <td>5/19/2015</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>The World Is Not Enough</td>\n",
       "      <td>11/17/1999</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>The Incredible Hulk</td>\n",
       "      <td>6/12/2008</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>Spider-Man 3</td>\n",
       "      <td>5/1/2007</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>Fantasy Island</td>\n",
       "      <td>2/12/2020</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>Color Out of Space</td>\n",
       "      <td>1/24/2020</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>True History of the Kelly Gang</td>\n",
       "      <td>1/9/2020</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>Taken 3</td>\n",
       "      <td>12/16/2014</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>Jason Bourne</td>\n",
       "      <td>7/27/2016</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>Code 8</td>\n",
       "      <td>12/6/2019</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>Rambo: Last Blood</td>\n",
       "      <td>9/19/2019</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>Night at the Museum: Secret of the Tomb</td>\n",
       "      <td>12/17/2014</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>Days of Thunder</td>\n",
       "      <td>6/27/1990</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>Twilight</td>\n",
       "      <td>11/20/2008</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>San Andreas</td>\n",
       "      <td>5/27/2015</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>The Expendables</td>\n",
       "      <td>8/3/2010</td>\n",
       "      <td>6.1</td>\n",
       "      <td>The Expendables</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>Jack Ryan: Shadow Recruit</td>\n",
       "      <td>1/15/2014</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>The Wrong Missy</td>\n",
       "      <td>5/13/2020</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>Ad Astra</td>\n",
       "      <td>9/17/2019</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>Transformers: The Last Knight</td>\n",
       "      <td>6/16/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>Dark Phoenix</td>\n",
       "      <td>6/5/2019</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>The Meg</td>\n",
       "      <td>8/9/2018</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>3/29/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>Men in Black: International</td>\n",
       "      <td>6/12/2019</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>Alien Resurrection</td>\n",
       "      <td>11/12/1997</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>Death Wish</td>\n",
       "      <td>3/2/2018</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>Pacific Rim: Uprising</td>\n",
       "      <td>3/21/2018</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>Ice Age: Collision Course</td>\n",
       "      <td>6/23/2016</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>Terminator Genisys</td>\n",
       "      <td>6/23/2015</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>Lying and Stealing</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>Teenage Mutant Ninja Turtles</td>\n",
       "      <td>8/7/2014</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>5/9/2017</td>\n",
       "      <td>5.9</td>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>Love Wedding Repeat</td>\n",
       "      <td>4/10/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>Vivarium</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>The Turning</td>\n",
       "      <td>1/23/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>The Night Clerk</td>\n",
       "      <td>2/19/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>3/23/2016</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2016.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>How to Build a Girl</td>\n",
       "      <td>5/8/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>4/1/2010</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Battleship</td>\n",
       "      <td>4/11/2012</td>\n",
       "      <td>5.7</td>\n",
       "      <td>Battleship</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2012.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Proximity</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>5.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>The Grudge</td>\n",
       "      <td>1/2/2020</td>\n",
       "      <td>5.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>The Rhythm Section</td>\n",
       "      <td>1/31/2020</td>\n",
       "      <td>5.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>Cold Pursuit</td>\n",
       "      <td>2/7/2019</td>\n",
       "      <td>5.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>Wild Card</td>\n",
       "      <td>1/14/2015</td>\n",
       "      <td>5.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>Capone</td>\n",
       "      <td>5/12/2020</td>\n",
       "      <td>5.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>Jocks</td>\n",
       "      <td>11/14/1986</td>\n",
       "      <td>5.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>Independence Day: Resurgence</td>\n",
       "      <td>6/22/2016</td>\n",
       "      <td>5.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>Broil</td>\n",
       "      <td>5/20/2020</td>\n",
       "      <td>4.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>Blood and Money</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>4.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>Cats</td>\n",
       "      <td>12/19/2019</td>\n",
       "      <td>4.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>Kajillionaire</td>\n",
       "      <td>6/19/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>374</th>\n",
       "      <td>Anita</td>\n",
       "      <td>12/31/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>Tenet</td>\n",
       "      <td>7/15/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>Superintelligence</td>\n",
       "      <td>12/31/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                  Film release_date  \\\n",
       "0                                     The Insurrection     5/4/2020   \n",
       "1                             The Shawshank Redemption    9/23/1994   \n",
       "2                                        The Godfather    3/14/1972   \n",
       "3                               The Godfather: Part II   12/20/1974   \n",
       "4                                     Schindler's List   11/30/1993   \n",
       "5                                       The Green Mile   12/10/1999   \n",
       "6                                         Pulp Fiction    9/10/1994   \n",
       "7                   Justice League Dark: Apokolips War     5/5/2020   \n",
       "8                    Spider-Man: Into the Spider-Verse    12/6/2018   \n",
       "9        The Lord of the Rings: The Return of the King    12/1/2003   \n",
       "10                                          Fight Club   10/15/1999   \n",
       "11                                        Forrest Gump     7/6/1994   \n",
       "12                                              Psycho    6/22/1960   \n",
       "13                                     The Dark Knight    7/16/2008   \n",
       "14                                            Whiplash   10/10/2014   \n",
       "15                             The Empire Strikes Back    5/20/1980   \n",
       "16                              Léon: The Professional    9/14/1994   \n",
       "17                                  Back to the Future     7/3/1985   \n",
       "18                                               Se7en    9/22/1995   \n",
       "19                                Call Me by Your Name     9/1/2017   \n",
       "20                                   Avengers: Endgame    4/24/2019   \n",
       "21   The Lord of the Rings: The Fellowship of the Ring   12/18/2001   \n",
       "22                                        Interstellar    11/5/2014   \n",
       "23               The Lord of the Rings: The Two Towers   12/18/2002   \n",
       "24                                          Green Book   11/16/2018   \n",
       "25                                           Inception    7/15/2010   \n",
       "26                              Avengers: Infinity War    4/25/2018   \n",
       "27                                      Reservoir Dogs     9/2/1992   \n",
       "28                                               Joker    10/2/2019   \n",
       "29                                             Memento   10/11/2000   \n",
       "30                                         Taxi Driver     2/9/1976   \n",
       "31                                                Coco   10/27/2017   \n",
       "32                                         The Shining    5/23/1980   \n",
       "33                                Inglourious Basterds    8/18/2009   \n",
       "34                                           Star Wars    5/25/1977   \n",
       "35                                           Gladiator     5/1/2000   \n",
       "36                                          The Matrix    3/30/1999   \n",
       "37                                                Lion    1/20/2016   \n",
       "38                                  The Imitation Game   11/14/2014   \n",
       "39                                              Scoob!    5/15/2020   \n",
       "40                                       Hacksaw Ridge    10/7/2016   \n",
       "41                                         Jojo Rabbit   10/18/2019   \n",
       "42                                 Saving Private Ryan    7/24/1998   \n",
       "43                               2001: A Space Odyssey     4/9/1968   \n",
       "44                                            Scarface    12/8/1983   \n",
       "45                                               Alien    5/25/1979   \n",
       "46        Harry Potter and the Deathly Hallows: Part 2     7/7/2011   \n",
       "47                                      Shutter Island    2/14/2010   \n",
       "48            Harry Potter and the Prisoner of Azkaban    5/31/2004   \n",
       "49                                              WALL�E    6/22/2008   \n",
       "50                                The Greatest Showman   12/20/2017   \n",
       "51                                      Hidden Figures   12/10/2016   \n",
       "52                                   Kill Bill: Vol. 1   10/10/2003   \n",
       "53                                   Bohemian Rhapsody   10/24/2018   \n",
       "54                                  Return of the Jedi    5/25/1983   \n",
       "55                                           The Thing    6/25/1982   \n",
       "56                                     American Beauty    9/15/1999   \n",
       "57                          Terminator 2: Judgment Day     7/3/1991   \n",
       "58                                           Gone Girl    10/1/2014   \n",
       "59                                          Inside Out     6/9/2015   \n",
       "60                                           Toy Story   10/30/1995   \n",
       "61                                        Little Women   12/25/2019   \n",
       "62                                          La La Land   11/29/2016   \n",
       "63                             Raiders of the Lost Ark    6/12/1981   \n",
       "64                             Guardians of the Galaxy    7/30/2014   \n",
       "65                                   Kill Bill: Vol. 2    4/16/2004   \n",
       "66                                                 Her   12/18/2013   \n",
       "67                              No Country for Old Men    11/8/2007   \n",
       "68                                          Braveheart    5/24/1995   \n",
       "69                                        Blade Runner    6/25/1982   \n",
       "70            Harry Potter and the Philosopher's Stone   11/16/2001   \n",
       "71                                                1917   12/25/2019   \n",
       "72                                      Ford v Ferrari   11/13/2019   \n",
       "73                                              Onward    2/29/2020   \n",
       "74                                      Marriage Story    11/6/2019   \n",
       "75                   To All the Boys I've Loved Before    8/16/2018   \n",
       "76                                      Monsters, Inc.    11/1/2001   \n",
       "77                                          Knives Out   11/27/2019   \n",
       "78                 Harry Potter and the Goblet of Fire   11/16/2005   \n",
       "79                                               Logan    2/28/2017   \n",
       "80                                        Donnie Darko    1/18/2001   \n",
       "81                                             Titanic   11/18/1997   \n",
       "82                                        Finding Nemo    5/30/2003   \n",
       "83                  Indiana Jones and the Last Crusade    5/24/1989   \n",
       "84                                          Big Hero 6   10/24/2014   \n",
       "85        Harry Potter and the Deathly Hallows: Part 1   10/17/2010   \n",
       "86           Harry Potter and the Order of the Phoenix    6/28/2007   \n",
       "87              Harry Potter and the Half-Blood Prince     7/7/2009   \n",
       "88                                            Zootopia    2/11/2016   \n",
       "89                          How to Train Your Dragon 2     6/9/2014   \n",
       "90                                       The Gentlemen     1/1/2020   \n",
       "91   Pirates of the Caribbean: The Curse of the Bla...     7/9/2003   \n",
       "92                                         The Martian    9/30/2015   \n",
       "93                                   Spies in Disguise    12/4/2019   \n",
       "94                               The Dark Knight Rises    7/16/2012   \n",
       "95                                       Batman Begins    6/10/2005   \n",
       "96             Harry Potter and the Chamber of Secrets   11/13/2002   \n",
       "97                                   The Hateful Eight   12/25/2015   \n",
       "98          How to Train Your Dragon: The Hidden World     1/3/2019   \n",
       "99                                        Nightcrawler   10/23/2014   \n",
       "100                                           Die Hard    7/15/1988   \n",
       "101                                               Rush     9/2/2013   \n",
       "102                                       The Avengers    4/25/2012   \n",
       "103                                       The Irishman    11/1/2019   \n",
       "104                                     The Lighthouse   10/18/2019   \n",
       "105                                     Thor: Ragnarok   10/25/2017   \n",
       "106                                           Iron Man    4/30/2008   \n",
       "107                       Kingsman: The Secret Service   12/13/2014   \n",
       "108                                           Deadpool     2/9/2016   \n",
       "109                                              Shrek    5/18/2001   \n",
       "110                                   Edge of Tomorrow    5/27/2014   \n",
       "111                                          Cast Away   12/22/2000   \n",
       "112                The Hobbit: The Desolation of Smaug   12/11/2013   \n",
       "113                                        Toy Story 4    6/19/2019   \n",
       "114                                       The Farewell    7/12/2019   \n",
       "115                                  Trolls World Tour    3/12/2020   \n",
       "116                                   Ready Player One    3/28/2018   \n",
       "117                     Guardians of the Galaxy Vol. 2    4/19/2017   \n",
       "118                                         Ex Machina    1/16/2015   \n",
       "119                                      Incredibles 2    6/14/2018   \n",
       "120                         E.T. the Extra-Terrestrial    6/11/1982   \n",
       "121                                         Deadpool 2    5/10/2018   \n",
       "122                      Once Upon a Time in Hollywood    7/25/2019   \n",
       "123                                              Drive     8/6/2011   \n",
       "124                                  The Fifth Element     5/2/1997   \n",
       "125                The Curious Case of Benjamin Button   12/25/2008   \n",
       "126                                      Casino Royale   11/14/2006   \n",
       "127    Birdman or (The Unexpected Virtue of Ignorance)    8/27/2014   \n",
       "128                                         Extraction    4/24/2020   \n",
       "129                          Spider-Man: Far from Home    6/28/2019   \n",
       "130                                     A Star Is Born    10/3/2018   \n",
       "131                         X-Men: Days of Future Past    5/15/2014   \n",
       "132                       Rogue One: A Star Wars Story   12/14/2016   \n",
       "133                                         Terminator   10/26/1984   \n",
       "134                                 Sonic the Hedgehog    2/12/2020   \n",
       "135                                            Arrival   11/10/2016   \n",
       "136                                            Gattaca     9/7/1997   \n",
       "137                                 Mad Max: Fury Road    5/13/2015   \n",
       "138                                               Fury   10/15/2014   \n",
       "139                                          Star Trek     5/6/2009   \n",
       "140                                            Dunkirk    7/19/2017   \n",
       "141                                     Doctor Strange   10/25/2016   \n",
       "142                               The Call of the Wild    2/19/2020   \n",
       "143                                            Upgrade     6/1/2018   \n",
       "144                                      Black Panther    2/13/2018   \n",
       "145                                       Ghostbusters     6/8/1984   \n",
       "146                                        First Blood   10/22/1982   \n",
       "147                             Spider-Man: Homecoming     7/5/2017   \n",
       "148                         Captain America: Civil War    4/27/2016   \n",
       "149                                     Ocean's Eleven    12/7/2001   \n",
       "150                                             Grease     7/7/1978   \n",
       "151                       Star Wars: The Force Awakens   12/15/2015   \n",
       "152                                             Avatar   12/10/2009   \n",
       "153                                        Dark Waters   11/22/2019   \n",
       "154                 Close Encounters of the Third Kind   11/18/1977   \n",
       "155            Fantastic Beasts and Where to Find Them   11/16/2016   \n",
       "156                                        Baby Driver    6/28/2017   \n",
       "157                    The Hunger Games: Catching Fire   11/15/2013   \n",
       "158                                          Apollo 13    6/30/1995   \n",
       "159                                  Blade Runner 2049    10/4/2017   \n",
       "160                                             Frozen   11/27/2013   \n",
       "161                     Dawn of the Planet of the Apes    6/26/2014   \n",
       "162                                            Ice Age    3/10/2002   \n",
       "163          The Hobbit: The Battle of the Five Armies   12/10/2014   \n",
       "164                                        Source Code    3/30/2011   \n",
       "165                      Mission: Impossible - Fallout    7/13/2018   \n",
       "166                            Avengers: Age of Ultron    4/22/2015   \n",
       "167                  John Wick: Chapter 3 - Parabellum    5/15/2019   \n",
       "168                  The Hobbit: An Unexpected Journey   11/26/2012   \n",
       "169                                              Split    1/19/2017   \n",
       "170                                       Wonder Woman    5/30/2017   \n",
       "171                       Maleficent: Mistress of Evil   10/16/2019   \n",
       "172                                      A Quiet Place     4/3/2018   \n",
       "173                            Star Trek Into Darkness     5/5/2013   \n",
       "174                                     The Half of It     5/1/2020   \n",
       "175                              The Devil Wears Prada    6/30/2006   \n",
       "176                                          Frozen II   11/20/2019   \n",
       "177  Birds of Prey (and the Fantabulous Emancipatio...     2/5/2020   \n",
       "178                                  The Kissing Booth    5/11/2018   \n",
       "179                                  Bad Boys for Life    1/15/2020   \n",
       "180                                 The Shape of Water    12/1/2017   \n",
       "181                                            Gravity    10/3/2013   \n",
       "182                          Ralph Breaks the Internet   11/20/2018   \n",
       "183                                      The Lion King    7/12/2019   \n",
       "184         Pirates of the Caribbean: Dead Man's Chest    6/20/2006   \n",
       "185                                Dolemite Is My Name    10/4/2019   \n",
       "186                        Big Trouble in Little China    5/30/1986   \n",
       "187           Pirates of the Caribbean: At World's End    5/19/2007   \n",
       "188                                      The Equalizer    9/24/2014   \n",
       "189                                          Airplane!     7/2/1980   \n",
       "190                                            Harriet    11/1/2019   \n",
       "191                                    The Willoughbys    4/22/2020   \n",
       "192                                             My Spy     1/9/2020   \n",
       "193                                            Aladdin    5/22/2019   \n",
       "194                                         Hereditary     6/7/2018   \n",
       "195                A Beautiful Day in the Neighborhood     9/7/2019   \n",
       "196                               John Wick: Chapter 2     2/8/2017   \n",
       "197                                            Skyfall   10/25/2012   \n",
       "198                                            Ant-Man    7/14/2015   \n",
       "199    Master and Commander: The Far Side of the World   11/14/2003   \n",
       "200                                    The Maze Runner    9/10/2014   \n",
       "201                                         Uncut Gems   11/14/2019   \n",
       "202                                         Maleficent    5/28/2014   \n",
       "203                                       Don't Let Go    8/30/2019   \n",
       "204                                       Doctor Sleep   10/30/2019   \n",
       "205                                          Bloodshot     3/5/2020   \n",
       "206                                  The Invisible Man    2/26/2020   \n",
       "207                                       Men in Black     7/2/1997   \n",
       "208                              From Russia with Love   10/11/1963   \n",
       "209                        Maze Runner: The Death Cure    1/10/2018   \n",
       "210                                              Brave    6/21/2012   \n",
       "211                                             Midway    11/6/2019   \n",
       "212                                               Emma    2/13/2020   \n",
       "213                                             Dr. No    10/7/1962   \n",
       "214                                Alita: Battle Angel    1/31/2019   \n",
       "215                                            Shazam!    3/29/2019   \n",
       "216                        Kingsman: The Golden Circle    9/20/2017   \n",
       "217                               Ant-Man and the Wasp     7/4/2018   \n",
       "218                           Star Wars: The Last Jedi   12/13/2017   \n",
       "219                                       The Proposal     6/1/2009   \n",
       "220                                     Captain Marvel     3/6/2019   \n",
       "221                          Pokémon Detective Pikachu     5/3/2019   \n",
       "222                                       Ready or Not    8/21/2019   \n",
       "223        Fantastic Beasts: The Crimes of Grindelwald   11/14/2018   \n",
       "224                               Beauty and the Beast    3/16/2017   \n",
       "225                                      Bad Education     9/8/2019   \n",
       "226                                       A Bug's Life   11/25/1998   \n",
       "227                                    Pitch Perfect 2     5/7/2015   \n",
       "228                                           The Mask    7/29/1994   \n",
       "229                            The Fate of the Furious    4/12/2017   \n",
       "230                                           Bird Box   12/13/2018   \n",
       "231                                            Top Gun    5/16/1986   \n",
       "232                                      Ocean's Eight     6/7/2018   \n",
       "233                                         Iron Man 3    4/18/2013   \n",
       "234                            Jumanji: The Next Level    12/4/2019   \n",
       "235                                           I, Robot    7/15/2004   \n",
       "236                                            Aquaman    12/7/2018   \n",
       "237                                               Cars     6/8/2006   \n",
       "238                    El Camino: A Breaking Bad Movie   10/11/2019   \n",
       "239                     Jumanji: Welcome to the Jungle    12/9/2017   \n",
       "240                                         21 Bridges   10/24/2019   \n",
       "241                             The Hitman's Bodyguard    8/16/2017   \n",
       "242                                          GoldenEye   11/16/1995   \n",
       "243                                Motherless Brooklyn   10/31/2019   \n",
       "244                                         Cinderella    3/12/2015   \n",
       "245              The Hunger Games: Mockingjay - Part 1   11/19/2014   \n",
       "246                                          Long Shot     5/2/2019   \n",
       "247                                          Bombshell   12/13/2019   \n",
       "248                                         Iron Man 2    4/28/2010   \n",
       "249                                     It Chapter Two     9/4/2019   \n",
       "250                                           Dolittle     1/1/2020   \n",
       "251                             Last Moment of Clarity    5/19/2020   \n",
       "252                        Sicario: Day of the Soldado    6/27/2018   \n",
       "253              Fast & Furious Presents: Hobbs & Shaw     8/1/2019   \n",
       "254                                     Bruce Almighty    5/23/2003   \n",
       "255                                               Thor    4/21/2011   \n",
       "256                     Maze Runner: The Scorch Trials     9/9/2015   \n",
       "257                               Spenser Confidential     3/6/2020   \n",
       "258                     Red Shoes and the Seven Dwarfs    7/25/2019   \n",
       "259                                           The Hunt    3/11/2020   \n",
       "260                                          The Witch   11/11/2015   \n",
       "261                                   Star Trek Beyond     7/7/2016   \n",
       "262                                            Chappie     3/4/2015   \n",
       "263                                       The Wretched    7/10/2019   \n",
       "264                                              Venom    9/28/2018   \n",
       "265                                       The Way Back     3/5/2020   \n",
       "266                            Solo: A Star Wars Story    5/15/2018   \n",
       "267                                        Inheritance    5/15/2020   \n",
       "268        Valerian and the City of a Thousand Planets    7/20/2017   \n",
       "269                               Thor: The Dark World   10/29/2013   \n",
       "270                                          Bumblebee   12/15/2018   \n",
       "271                                   Charlie's Angels   11/14/2019   \n",
       "272   Pirates of the Caribbean: Dead Men Tell No Tales    5/23/2017   \n",
       "273                                                Rio     4/3/2011   \n",
       "274                                  Survive the Night    5/22/2020   \n",
       "275                                     Jurassic World     6/6/2015   \n",
       "276                                              Glass    1/16/2019   \n",
       "277                                      The Lovebirds    5/22/2020   \n",
       "278                                     Den of Thieves    1/18/2018   \n",
       "279       Star Wars: Episode II - Attack of the Clones    5/15/2002   \n",
       "280                               Escape From Pretoria     3/6/2020   \n",
       "281                     Jurassic World: Fallen Kingdom     6/6/2018   \n",
       "282          Star Wars: Episode I - The Phantom Menace    5/19/1999   \n",
       "283                             The Amazing Spider-Man    6/23/2012   \n",
       "284                                         It Follows     2/4/2015   \n",
       "285                                       Man of Steel    6/12/2013   \n",
       "286                                  X-Men: Apocalypse    5/18/2016   \n",
       "287                   King Arthur: Legend of the Sword    5/10/2017   \n",
       "288                              Terminator: Dark Fate   10/23/2019   \n",
       "289                                          Contagion     9/8/2011   \n",
       "290                   Star Wars: The Rise of Skywalker   12/18/2019   \n",
       "291                                              Crash    7/17/1996   \n",
       "292                                            Spectre   10/26/2015   \n",
       "293                                        Guns Akimbo     9/9/2019   \n",
       "294                                 Kong: Skull Island     3/8/2017   \n",
       "295                                               Life    3/22/2017   \n",
       "296                                      Run All Night    3/11/2015   \n",
       "297                                  War of the Worlds    6/28/2005   \n",
       "298                                           Hustlers    9/12/2019   \n",
       "299                                 Brahms: The Boy II    2/20/2020   \n",
       "300                                         Underwater     1/8/2020   \n",
       "301                                    Gretel & Hansel    1/30/2020   \n",
       "302                              The Postcard Killings    3/13/2020   \n",
       "303                                           The Room    9/12/2019   \n",
       "304                                         Prometheus    5/30/2012   \n",
       "305                                      6 Underground   12/13/2019   \n",
       "306                     Godzilla: King of the Monsters    5/29/2019   \n",
       "307                                            Rampage    4/12/2018   \n",
       "308                                           Due Date    11/4/2010   \n",
       "309                                   Angel Has Fallen    8/21/2019   \n",
       "310                                         Gemini Man    10/2/2019   \n",
       "311                                          Insurgent    3/18/2015   \n",
       "312                        A Walk Among the Tombstones    9/18/2014   \n",
       "313                                       Annihilation    2/22/2018   \n",
       "314                                      Atomic Blonde    7/26/2017   \n",
       "315                                    Men in Black II     7/3/2002   \n",
       "316                                           Warcraft    5/25/2016   \n",
       "317                                          The Lodge    1/25/2019   \n",
       "318                        X-Men: Production Scrapbook    11/2/2003   \n",
       "319                                     Dracula Untold    10/1/2014   \n",
       "320                                        Tomb Raider     3/5/2018   \n",
       "321                                     Justice League   11/15/2017   \n",
       "322                                       Tomorrowland    5/19/2015   \n",
       "323                            The World Is Not Enough   11/17/1999   \n",
       "324                                The Incredible Hulk    6/12/2008   \n",
       "325                                       Spider-Man 3     5/1/2007   \n",
       "326                                     Fantasy Island    2/12/2020   \n",
       "327                                 Color Out of Space    1/24/2020   \n",
       "328                     True History of the Kelly Gang     1/9/2020   \n",
       "329                                            Taken 3   12/16/2014   \n",
       "330                                       Jason Bourne    7/27/2016   \n",
       "331                                             Code 8    12/6/2019   \n",
       "332                                  Rambo: Last Blood    9/19/2019   \n",
       "333            Night at the Museum: Secret of the Tomb   12/17/2014   \n",
       "334                                    Days of Thunder    6/27/1990   \n",
       "335                                           Twilight   11/20/2008   \n",
       "336                                        San Andreas    5/27/2015   \n",
       "337                                    The Expendables     8/3/2010   \n",
       "338                          Jack Ryan: Shadow Recruit    1/15/2014   \n",
       "339                                    The Wrong Missy    5/13/2020   \n",
       "340                                           Ad Astra    9/17/2019   \n",
       "341                      Transformers: The Last Knight    6/16/2017   \n",
       "342                                       Dark Phoenix     6/5/2019   \n",
       "343                                            The Meg     8/9/2018   \n",
       "344                                 Ghost in the Shell    3/29/2017   \n",
       "345                        Men in Black: International    6/12/2019   \n",
       "346                                 Alien Resurrection   11/12/1997   \n",
       "347                                         Death Wish     3/2/2018   \n",
       "348                              Pacific Rim: Uprising    3/21/2018   \n",
       "349                          Ice Age: Collision Course    6/23/2016   \n",
       "350                                 Terminator Genisys    6/23/2015   \n",
       "351                                 Lying and Stealing    7/12/2019   \n",
       "352                       Teenage Mutant Ninja Turtles     8/7/2014   \n",
       "353                                    Alien: Covenant     5/9/2017   \n",
       "354                                Love Wedding Repeat    4/10/2020   \n",
       "355                                           Vivarium    7/12/2019   \n",
       "356                                        The Turning    1/23/2020   \n",
       "357                                    The Night Clerk    2/19/2020   \n",
       "358                 Batman v Superman: Dawn of Justice    3/23/2016   \n",
       "359                                How to Build a Girl     5/8/2020   \n",
       "360                                Clash of the Titans     4/1/2010   \n",
       "361                                         Battleship    4/11/2012   \n",
       "362                                          Proximity    5/15/2020   \n",
       "363                                         The Grudge     1/2/2020   \n",
       "364                                 The Rhythm Section    1/31/2020   \n",
       "365                                       Cold Pursuit     2/7/2019   \n",
       "366                                          Wild Card    1/14/2015   \n",
       "367                                             Capone    5/12/2020   \n",
       "368                                              Jocks   11/14/1986   \n",
       "369                       Independence Day: Resurgence    6/22/2016   \n",
       "370                                              Broil    5/20/2020   \n",
       "371                                    Blood and Money    5/15/2020   \n",
       "372                                               Cats   12/19/2019   \n",
       "373                                      Kajillionaire    6/19/2020   \n",
       "374                                              Anita   12/31/2020   \n",
       "375                                              Tenet    7/15/2020   \n",
       "376                                  Superintelligence   12/31/2020   \n",
       "\n",
       "     vote_average                                Film          Oscarcategory  \\\n",
       "0             9.0                                None                   None   \n",
       "1             8.7                                None                   None   \n",
       "2             8.7                       The Godfather             Best Actor   \n",
       "3             8.6                                None                   None   \n",
       "4             8.6                    Schindler's List          Best Director   \n",
       "5             8.5                                None                   None   \n",
       "6             8.5                                None                   None   \n",
       "7             8.5                                None                   None   \n",
       "8             8.4                                None                   None   \n",
       "9             8.4                                None                   None   \n",
       "10            8.4                                None                   None   \n",
       "11            8.4                        Forrest Gump             Best Actor   \n",
       "12            8.4                                None                   None   \n",
       "13            8.4                     The Dark Knight  Best Supporting Actor   \n",
       "14            8.4                                None                   None   \n",
       "15            8.4                                None                   None   \n",
       "16            8.3                                None                   None   \n",
       "17            8.3                                None                   None   \n",
       "18            8.3                                None                   None   \n",
       "19            8.3                                None                   None   \n",
       "20            8.3                                None                   None   \n",
       "21            8.3                                None                   None   \n",
       "22            8.3                                None                   None   \n",
       "23            8.3                                None                   None   \n",
       "24            8.3                                None                   None   \n",
       "25            8.3                                None                   None   \n",
       "26            8.3                                None                   None   \n",
       "27            8.2                                None                   None   \n",
       "28            8.2                                None                   None   \n",
       "29            8.2                                None                   None   \n",
       "30            8.2                                None                   None   \n",
       "31            8.2                                None                   None   \n",
       "32            8.2                                None                   None   \n",
       "33            8.2                Inglourious Basterds  Best Supporting Actor   \n",
       "34            8.2                                None                   None   \n",
       "35            8.2                           Gladiator             Best Actor   \n",
       "36            8.1                                None                   None   \n",
       "37            8.1                                None                   None   \n",
       "38            8.1                                None                   None   \n",
       "39            8.1                                None                   None   \n",
       "40            8.1                                None                   None   \n",
       "41            8.1                                None                   None   \n",
       "42            8.1                 Saving Private Ryan          Best Director   \n",
       "43            8.1                                None                   None   \n",
       "44            8.1                                None                   None   \n",
       "45            8.1                                None                   None   \n",
       "46            8.1                                None                   None   \n",
       "47            8.1                                None                   None   \n",
       "48            8.0                                None                   None   \n",
       "49            8.0                                None                   None   \n",
       "50            8.0                                None                   None   \n",
       "51            8.0                                None                   None   \n",
       "52            8.0                   Kill Bill: Vol. 1          Best Director   \n",
       "53            8.0                                None                   None   \n",
       "54            8.0                                None                   None   \n",
       "55            8.0                                None                   None   \n",
       "56            8.0                     American Beauty             Best Actor   \n",
       "57            8.0                                None                   None   \n",
       "58            7.9                                None                   None   \n",
       "59            7.9                                None                   None   \n",
       "60            7.9                                None                   None   \n",
       "61            7.9                                None                   None   \n",
       "62            7.9                                None                   None   \n",
       "63            7.9                                None                   None   \n",
       "64            7.9                                None                   None   \n",
       "65            7.9                                None                   None   \n",
       "66            7.9                                None                   None   \n",
       "67            7.9              No Country for Old Men  Best Supporting Actor   \n",
       "68            7.9                          Braveheart          Best Director   \n",
       "69            7.9                                None                   None   \n",
       "70            7.9                                None                   None   \n",
       "71            7.9                                None                   None   \n",
       "72            7.9                                None                   None   \n",
       "73            7.9                                None                   None   \n",
       "74            7.9                                None                   None   \n",
       "75            7.8                                None                   None   \n",
       "76            7.8                                None                   None   \n",
       "77            7.8                                None                   None   \n",
       "78            7.8                                None                   None   \n",
       "79            7.8                                None                   None   \n",
       "80            7.8                                None                   None   \n",
       "81            7.8                             Titanic          Best Director   \n",
       "82            7.8                                None                   None   \n",
       "83            7.8                                None                   None   \n",
       "84            7.8                                None                   None   \n",
       "85            7.8                                None                   None   \n",
       "86            7.7                                None                   None   \n",
       "87            7.7                                None                   None   \n",
       "88            7.7                                None                   None   \n",
       "89            7.7                                None                   None   \n",
       "90            7.7                                None                   None   \n",
       "91            7.7                                None                   None   \n",
       "92            7.7                                None                   None   \n",
       "93            7.7                                None                   None   \n",
       "94            7.7                                None                   None   \n",
       "95            7.7                                None                   None   \n",
       "96            7.7                                None                   None   \n",
       "97            7.7                                None                   None   \n",
       "98            7.7                                None                   None   \n",
       "99            7.7                                None                   None   \n",
       "100           7.7                                None                   None   \n",
       "101           7.7                                None                   None   \n",
       "102           7.7                                None                   None   \n",
       "103           7.7                                None                   None   \n",
       "104           7.6                                None                   None   \n",
       "105           7.6                                None                   None   \n",
       "106           7.6                                None                   None   \n",
       "107           7.6                                None                   None   \n",
       "108           7.6                                None                   None   \n",
       "109           7.6                                None                   None   \n",
       "110           7.6                                None                   None   \n",
       "111           7.6                                None                   None   \n",
       "112           7.6                                None                   None   \n",
       "113           7.6                                None                   None   \n",
       "114           7.6                                None                   None   \n",
       "115           7.6                                None                   None   \n",
       "116           7.6                                None                   None   \n",
       "117           7.6                                None                   None   \n",
       "118           7.6                                None                   None   \n",
       "119           7.5                                None                   None   \n",
       "120           7.5                                None                   None   \n",
       "121           7.5                                None                   None   \n",
       "122           7.5                                None                   None   \n",
       "123           7.5                                None                   None   \n",
       "124           7.5                   The Fifth Element          Best Director   \n",
       "125           7.5                                None                   None   \n",
       "126           7.5                                None                   None   \n",
       "127           7.5                                None                   None   \n",
       "128           7.5                                None                   None   \n",
       "129           7.5                                None                   None   \n",
       "130           7.5                                None                   None   \n",
       "131           7.5                                None                   None   \n",
       "132           7.5                                None                   None   \n",
       "133           7.5                                None                   None   \n",
       "134           7.5                                None                   None   \n",
       "135           7.5                                None                   None   \n",
       "136           7.5                                None                   None   \n",
       "137           7.5                                None                   None   \n",
       "138           7.5                                None                   None   \n",
       "139           7.4                                None                   None   \n",
       "140           7.4                                None                   None   \n",
       "141           7.4                                None                   None   \n",
       "142           7.4                                None                   None   \n",
       "143           7.4                                None                   None   \n",
       "144           7.4                                None                   None   \n",
       "145           7.4                                None                   None   \n",
       "146           7.4                                None                   None   \n",
       "147           7.4                                None                   None   \n",
       "148           7.4                                None                   None   \n",
       "149           7.4                                None                   None   \n",
       "150           7.4                                None                   None   \n",
       "151           7.4                                None                   None   \n",
       "152           7.4                                None                   None   \n",
       "153           7.4                                None                   None   \n",
       "154           7.4                                None                   None   \n",
       "155           7.4                                None                   None   \n",
       "156           7.4                                None                   None   \n",
       "157           7.4                                None                   None   \n",
       "158           7.4                                None                   None   \n",
       "159           7.4                                None                   None   \n",
       "160           7.3                                None                   None   \n",
       "161           7.3                                None                   None   \n",
       "162           7.3                                None                   None   \n",
       "163           7.3                                None                   None   \n",
       "164           7.3                                None                   None   \n",
       "165           7.3                                None                   None   \n",
       "166           7.3                                None                   None   \n",
       "167           7.3                                None                   None   \n",
       "168           7.3                                None                   None   \n",
       "169           7.3                                None                   None   \n",
       "170           7.3                                None                   None   \n",
       "171           7.3                                None                   None   \n",
       "172           7.3                                None                   None   \n",
       "173           7.3                                None                   None   \n",
       "174           7.3                                None                   None   \n",
       "175           7.3                                None                   None   \n",
       "176           7.2                                None                   None   \n",
       "177           7.2                                None                   None   \n",
       "178           7.2                                None                   None   \n",
       "179           7.2                                None                   None   \n",
       "180           7.2                                None                   None   \n",
       "181           7.2                                None                   None   \n",
       "182           7.2                                None                   None   \n",
       "183           7.2                                None                   None   \n",
       "184           7.2                                None                   None   \n",
       "185           7.2                                None                   None   \n",
       "186           7.2                                None                   None   \n",
       "187           7.2                                None                   None   \n",
       "188           7.2                                None                   None   \n",
       "189           7.2                                None                   None   \n",
       "190           7.2                                None                   None   \n",
       "191           7.2                                None                   None   \n",
       "192           7.1                                None                   None   \n",
       "193           7.1                                None                   None   \n",
       "194           7.1                                None                   None   \n",
       "195           7.1                                None                   None   \n",
       "196           7.1                                None                   None   \n",
       "197           7.1                                None                   None   \n",
       "198           7.1                                None                   None   \n",
       "199           7.1                                None                   None   \n",
       "200           7.1                                None                   None   \n",
       "201           7.1                                None                   None   \n",
       "202           7.1                                None                   None   \n",
       "203           7.1                                None                   None   \n",
       "204           7.1                                None                   None   \n",
       "205           7.1                                None                   None   \n",
       "206           7.1                                None                   None   \n",
       "207           7.1                                None                   None   \n",
       "208           7.1                                None                   None   \n",
       "209           7.1                                None                   None   \n",
       "210           7.0                                None                   None   \n",
       "211           7.0                                None                   None   \n",
       "212           7.0                                None                   None   \n",
       "213           7.0                                None                   None   \n",
       "214           7.0                                None                   None   \n",
       "215           7.0                                None                   None   \n",
       "216           7.0                                None                   None   \n",
       "217           7.0                                None                   None   \n",
       "218           7.0                                None                   None   \n",
       "219           7.0                                None                   None   \n",
       "220           7.0                                None                   None   \n",
       "221           7.0                                None                   None   \n",
       "222           6.9                                None                   None   \n",
       "223           6.9                                None                   None   \n",
       "224           6.9                                None                   None   \n",
       "225           6.9                                None                   None   \n",
       "226           6.9                                None                   None   \n",
       "227           6.9                                None                   None   \n",
       "228           6.9                                None                   None   \n",
       "229           6.9                                None                   None   \n",
       "230           6.9                                None                   None   \n",
       "231           6.9                                None                   None   \n",
       "232           6.9                                None                   None   \n",
       "233           6.9                                None                   None   \n",
       "234           6.9                                None                   None   \n",
       "235           6.9                                None                   None   \n",
       "236           6.8                                None                   None   \n",
       "237           6.8                                None                   None   \n",
       "238           6.8                                None                   None   \n",
       "239           6.8                                None                   None   \n",
       "240           6.8                                None                   None   \n",
       "241           6.8                                None                   None   \n",
       "242           6.8                                None                   None   \n",
       "243           6.8                                None                   None   \n",
       "244           6.8                                None                   None   \n",
       "245           6.8                                None                   None   \n",
       "246           6.8                                None                   None   \n",
       "247           6.8                                None                   None   \n",
       "248           6.8                                None                   None   \n",
       "249           6.8                                None                   None   \n",
       "250           6.8                                None                   None   \n",
       "251           6.8                                None                   None   \n",
       "252           6.8                                None                   None   \n",
       "253           6.8                                None                   None   \n",
       "254           6.7                                None                   None   \n",
       "255           6.7                                None                   None   \n",
       "256           6.7                                None                   None   \n",
       "257           6.7                                None                   None   \n",
       "258           6.7                                None                   None   \n",
       "259           6.7                                None                   None   \n",
       "260           6.7                                None                   None   \n",
       "261           6.7                                None                   None   \n",
       "262           6.7                                None                   None   \n",
       "263           6.7                                None                   None   \n",
       "264           6.7                                None                   None   \n",
       "265           6.6                                None                   None   \n",
       "266           6.6                                None                   None   \n",
       "267           6.6                                None                   None   \n",
       "268           6.6                                None                   None   \n",
       "269           6.6                                None                   None   \n",
       "270           6.6                                None                   None   \n",
       "271           6.6                                None                   None   \n",
       "272           6.6                                None                   None   \n",
       "273           6.6                                None                   None   \n",
       "274           6.6                                None                   None   \n",
       "275           6.6                                None                   None   \n",
       "276           6.6                                None                   None   \n",
       "277           6.6                                None                   None   \n",
       "278           6.6                                None                   None   \n",
       "279           6.5                                None                   None   \n",
       "280           6.5                                None                   None   \n",
       "281           6.5                                None                   None   \n",
       "282           6.5                                None                   None   \n",
       "283           6.5                                None                   None   \n",
       "284           6.5                                None                   None   \n",
       "285           6.5                                None                   None   \n",
       "286           6.5                                None                   None   \n",
       "287           6.5                                None                   None   \n",
       "288           6.5                                None                   None   \n",
       "289           6.5                                None                   None   \n",
       "290           6.5                                None                   None   \n",
       "291           6.5                               Crash          Best Director   \n",
       "292           6.5                                None                   None   \n",
       "293           6.4                                None                   None   \n",
       "294           6.4                                None                   None   \n",
       "295           6.4                                None                   None   \n",
       "296           6.4                                None                   None   \n",
       "297           6.4                                None                   None   \n",
       "298           6.4                                None                   None   \n",
       "299           6.4                                None                   None   \n",
       "300           6.4                                None                   None   \n",
       "301           6.4                                None                   None   \n",
       "302           6.4                                None                   None   \n",
       "303           6.4                                None                   None   \n",
       "304           6.4                                None                   None   \n",
       "305           6.3                                None                   None   \n",
       "306           6.3                                None                   None   \n",
       "307           6.3                                None                   None   \n",
       "308           6.3                                None                   None   \n",
       "309           6.3                                None                   None   \n",
       "310           6.3                                None                   None   \n",
       "311           6.3                           Insurgent          Best Director   \n",
       "312           6.3                                None                   None   \n",
       "313           6.3                                None                   None   \n",
       "314           6.3                                None                   None   \n",
       "315           6.3                                None                   None   \n",
       "316           6.3                            Warcraft          Best Director   \n",
       "317           6.3                                None                   None   \n",
       "318           6.3                                None                   None   \n",
       "319           6.3                                None                   None   \n",
       "320           6.3                         Tomb Raider          Best Director   \n",
       "321           6.2                                None                   None   \n",
       "322           6.2                                None                   None   \n",
       "323           6.2                                None                   None   \n",
       "324           6.2                                None                   None   \n",
       "325           6.2                                None                   None   \n",
       "326           6.2                                None                   None   \n",
       "327           6.2                                None                   None   \n",
       "328           6.2                                None                   None   \n",
       "329           6.2                                None                   None   \n",
       "330           6.2                                None                   None   \n",
       "331           6.2                                None                   None   \n",
       "332           6.2                                None                   None   \n",
       "333           6.2                                None                   None   \n",
       "334           6.2                                None                   None   \n",
       "335           6.1                                None                   None   \n",
       "336           6.1                                None                   None   \n",
       "337           6.1                     The Expendables          Best Director   \n",
       "338           6.1                                None                   None   \n",
       "339           6.1                                None                   None   \n",
       "340           6.0                                None                   None   \n",
       "341           6.0                                None                   None   \n",
       "342           6.0                                None                   None   \n",
       "343           6.0                                None                   None   \n",
       "344           6.0                  Ghost in the Shell          Best Director   \n",
       "345           6.0                                None                   None   \n",
       "346           6.0                                None                   None   \n",
       "347           6.0                                None                   None   \n",
       "348           5.9                                None                   None   \n",
       "349           5.9                                None                   None   \n",
       "350           5.9                                None                   None   \n",
       "351           5.9                                None                   None   \n",
       "352           5.9                                None                   None   \n",
       "353           5.9                     Alien: Covenant          Best Director   \n",
       "354           5.8                                None                   None   \n",
       "355           5.8                                None                   None   \n",
       "356           5.8                                None                   None   \n",
       "357           5.8                                None                   None   \n",
       "358           5.8  Batman v Superman: Dawn of Justice          Best Director   \n",
       "359           5.8                                None                   None   \n",
       "360           5.8                 Clash of the Titans          Best Director   \n",
       "361           5.7                          Battleship          Best Director   \n",
       "362           5.7                                None                   None   \n",
       "363           5.7                                None                   None   \n",
       "364           5.6                                None                   None   \n",
       "365           5.5                                None                   None   \n",
       "366           5.5                                None                   None   \n",
       "367           5.4                                None                   None   \n",
       "368           5.2                                None                   None   \n",
       "369           5.1                                None                   None   \n",
       "370           4.8                                None                   None   \n",
       "371           4.6                                None                   None   \n",
       "372           4.4                                None                   None   \n",
       "373           0.0                                None                   None   \n",
       "374           0.0                                None                   None   \n",
       "375           0.0                                None                   None   \n",
       "376           0.0                                None                   None   \n",
       "\n",
       "                 Name  Yearofaward  \n",
       "0                None          NaN  \n",
       "1                None          NaN  \n",
       "2       Marlon Brando       1973.0  \n",
       "3                None          NaN  \n",
       "4    Steven Spielberg       1994.0  \n",
       "5                None          NaN  \n",
       "6                None          NaN  \n",
       "7                None          NaN  \n",
       "8                None          NaN  \n",
       "9                None          NaN  \n",
       "10               None          NaN  \n",
       "11          Tom Hanks       1995.0  \n",
       "12               None          NaN  \n",
       "13       Heath Ledger       2009.0  \n",
       "14               None          NaN  \n",
       "15               None          NaN  \n",
       "16               None          NaN  \n",
       "17               None          NaN  \n",
       "18               None          NaN  \n",
       "19               None          NaN  \n",
       "20               None          NaN  \n",
       "21               None          NaN  \n",
       "22               None          NaN  \n",
       "23               None          NaN  \n",
       "24               None          NaN  \n",
       "25               None          NaN  \n",
       "26               None          NaN  \n",
       "27               None          NaN  \n",
       "28               None          NaN  \n",
       "29               None          NaN  \n",
       "30               None          NaN  \n",
       "31               None          NaN  \n",
       "32               None          NaN  \n",
       "33    Christoph Waltz       2010.0  \n",
       "34               None          NaN  \n",
       "35      Russell Crowe       2001.0  \n",
       "36               None          NaN  \n",
       "37               None          NaN  \n",
       "38               None          NaN  \n",
       "39               None          NaN  \n",
       "40               None          NaN  \n",
       "41               None          NaN  \n",
       "42   Steven Spielberg       1999.0  \n",
       "43               None          NaN  \n",
       "44               None          NaN  \n",
       "45               None          NaN  \n",
       "46               None          NaN  \n",
       "47               None          NaN  \n",
       "48               None          NaN  \n",
       "49               None          NaN  \n",
       "50               None          NaN  \n",
       "51               None          NaN  \n",
       "52               None       2003.0  \n",
       "53               None          NaN  \n",
       "54               None          NaN  \n",
       "55               None          NaN  \n",
       "56       Kevin Spacey       2000.0  \n",
       "57               None          NaN  \n",
       "58               None          NaN  \n",
       "59               None          NaN  \n",
       "60               None          NaN  \n",
       "61               None          NaN  \n",
       "62               None          NaN  \n",
       "63               None          NaN  \n",
       "64               None          NaN  \n",
       "65               None          NaN  \n",
       "66               None          NaN  \n",
       "67      Javier Bardem       2008.0  \n",
       "68         Mel Gibson       1996.0  \n",
       "69               None          NaN  \n",
       "70               None          NaN  \n",
       "71               None          NaN  \n",
       "72               None          NaN  \n",
       "73               None          NaN  \n",
       "74               None          NaN  \n",
       "75               None          NaN  \n",
       "76               None          NaN  \n",
       "77               None          NaN  \n",
       "78               None          NaN  \n",
       "79               None          NaN  \n",
       "80               None          NaN  \n",
       "81      James Cameron       1998.0  \n",
       "82               None          NaN  \n",
       "83               None          NaN  \n",
       "84               None          NaN  \n",
       "85               None          NaN  \n",
       "86               None          NaN  \n",
       "87               None          NaN  \n",
       "88               None          NaN  \n",
       "89               None          NaN  \n",
       "90               None          NaN  \n",
       "91               None          NaN  \n",
       "92               None          NaN  \n",
       "93               None          NaN  \n",
       "94               None          NaN  \n",
       "95               None          NaN  \n",
       "96               None          NaN  \n",
       "97               None          NaN  \n",
       "98               None          NaN  \n",
       "99               None          NaN  \n",
       "100              None          NaN  \n",
       "101              None          NaN  \n",
       "102              None          NaN  \n",
       "103              None          NaN  \n",
       "104              None          NaN  \n",
       "105              None          NaN  \n",
       "106              None          NaN  \n",
       "107              None          NaN  \n",
       "108              None          NaN  \n",
       "109              None          NaN  \n",
       "110              None          NaN  \n",
       "111              None          NaN  \n",
       "112              None          NaN  \n",
       "113              None          NaN  \n",
       "114              None          NaN  \n",
       "115              None          NaN  \n",
       "116              None          NaN  \n",
       "117              None          NaN  \n",
       "118              None          NaN  \n",
       "119              None          NaN  \n",
       "120              None          NaN  \n",
       "121              None          NaN  \n",
       "122              None          NaN  \n",
       "123              None          NaN  \n",
       "124              None       1997.0  \n",
       "125              None          NaN  \n",
       "126              None          NaN  \n",
       "127              None          NaN  \n",
       "128              None          NaN  \n",
       "129              None          NaN  \n",
       "130              None          NaN  \n",
       "131              None          NaN  \n",
       "132              None          NaN  \n",
       "133              None          NaN  \n",
       "134              None          NaN  \n",
       "135              None          NaN  \n",
       "136              None          NaN  \n",
       "137              None          NaN  \n",
       "138              None          NaN  \n",
       "139              None          NaN  \n",
       "140              None          NaN  \n",
       "141              None          NaN  \n",
       "142              None          NaN  \n",
       "143              None          NaN  \n",
       "144              None          NaN  \n",
       "145              None          NaN  \n",
       "146              None          NaN  \n",
       "147              None          NaN  \n",
       "148              None          NaN  \n",
       "149              None          NaN  \n",
       "150              None          NaN  \n",
       "151              None          NaN  \n",
       "152              None          NaN  \n",
       "153              None          NaN  \n",
       "154              None          NaN  \n",
       "155              None          NaN  \n",
       "156              None          NaN  \n",
       "157              None          NaN  \n",
       "158              None          NaN  \n",
       "159              None          NaN  \n",
       "160              None          NaN  \n",
       "161              None          NaN  \n",
       "162              None          NaN  \n",
       "163              None          NaN  \n",
       "164              None          NaN  \n",
       "165              None          NaN  \n",
       "166              None          NaN  \n",
       "167              None          NaN  \n",
       "168              None          NaN  \n",
       "169              None          NaN  \n",
       "170              None          NaN  \n",
       "171              None          NaN  \n",
       "172              None          NaN  \n",
       "173              None          NaN  \n",
       "174              None          NaN  \n",
       "175              None          NaN  \n",
       "176              None          NaN  \n",
       "177              None          NaN  \n",
       "178              None          NaN  \n",
       "179              None          NaN  \n",
       "180              None          NaN  \n",
       "181              None          NaN  \n",
       "182              None          NaN  \n",
       "183              None          NaN  \n",
       "184              None          NaN  \n",
       "185              None          NaN  \n",
       "186              None          NaN  \n",
       "187              None          NaN  \n",
       "188              None          NaN  \n",
       "189              None          NaN  \n",
       "190              None          NaN  \n",
       "191              None          NaN  \n",
       "192              None          NaN  \n",
       "193              None          NaN  \n",
       "194              None          NaN  \n",
       "195              None          NaN  \n",
       "196              None          NaN  \n",
       "197              None          NaN  \n",
       "198              None          NaN  \n",
       "199              None          NaN  \n",
       "200              None          NaN  \n",
       "201              None          NaN  \n",
       "202              None          NaN  \n",
       "203              None          NaN  \n",
       "204              None          NaN  \n",
       "205              None          NaN  \n",
       "206              None          NaN  \n",
       "207              None          NaN  \n",
       "208              None          NaN  \n",
       "209              None          NaN  \n",
       "210              None          NaN  \n",
       "211              None          NaN  \n",
       "212              None          NaN  \n",
       "213              None          NaN  \n",
       "214              None          NaN  \n",
       "215              None          NaN  \n",
       "216              None          NaN  \n",
       "217              None          NaN  \n",
       "218              None          NaN  \n",
       "219              None          NaN  \n",
       "220              None          NaN  \n",
       "221              None          NaN  \n",
       "222              None          NaN  \n",
       "223              None          NaN  \n",
       "224              None          NaN  \n",
       "225              None          NaN  \n",
       "226              None          NaN  \n",
       "227              None          NaN  \n",
       "228              None          NaN  \n",
       "229              None          NaN  \n",
       "230              None          NaN  \n",
       "231              None          NaN  \n",
       "232              None          NaN  \n",
       "233              None          NaN  \n",
       "234              None          NaN  \n",
       "235              None          NaN  \n",
       "236              None          NaN  \n",
       "237              None          NaN  \n",
       "238              None          NaN  \n",
       "239              None          NaN  \n",
       "240              None          NaN  \n",
       "241              None          NaN  \n",
       "242              None          NaN  \n",
       "243              None          NaN  \n",
       "244              None          NaN  \n",
       "245              None          NaN  \n",
       "246              None          NaN  \n",
       "247              None          NaN  \n",
       "248              None          NaN  \n",
       "249              None          NaN  \n",
       "250              None          NaN  \n",
       "251              None          NaN  \n",
       "252              None          NaN  \n",
       "253              None          NaN  \n",
       "254              None          NaN  \n",
       "255              None          NaN  \n",
       "256              None          NaN  \n",
       "257              None          NaN  \n",
       "258              None          NaN  \n",
       "259              None          NaN  \n",
       "260              None          NaN  \n",
       "261              None          NaN  \n",
       "262              None          NaN  \n",
       "263              None          NaN  \n",
       "264              None          NaN  \n",
       "265              None          NaN  \n",
       "266              None          NaN  \n",
       "267              None          NaN  \n",
       "268              None          NaN  \n",
       "269              None          NaN  \n",
       "270              None          NaN  \n",
       "271              None          NaN  \n",
       "272              None          NaN  \n",
       "273              None          NaN  \n",
       "274              None          NaN  \n",
       "275              None          NaN  \n",
       "276              None          NaN  \n",
       "277              None          NaN  \n",
       "278              None          NaN  \n",
       "279              None          NaN  \n",
       "280              None          NaN  \n",
       "281              None          NaN  \n",
       "282              None          NaN  \n",
       "283              None          NaN  \n",
       "284              None          NaN  \n",
       "285              None          NaN  \n",
       "286              None          NaN  \n",
       "287              None          NaN  \n",
       "288              None          NaN  \n",
       "289              None          NaN  \n",
       "290              None          NaN  \n",
       "291              None       1996.0  \n",
       "292              None          NaN  \n",
       "293              None          NaN  \n",
       "294              None          NaN  \n",
       "295              None          NaN  \n",
       "296              None          NaN  \n",
       "297              None          NaN  \n",
       "298              None          NaN  \n",
       "299              None          NaN  \n",
       "300              None          NaN  \n",
       "301              None          NaN  \n",
       "302              None          NaN  \n",
       "303              None          NaN  \n",
       "304              None          NaN  \n",
       "305              None          NaN  \n",
       "306              None          NaN  \n",
       "307              None          NaN  \n",
       "308              None          NaN  \n",
       "309              None          NaN  \n",
       "310              None          NaN  \n",
       "311              None       2015.0  \n",
       "312              None          NaN  \n",
       "313              None          NaN  \n",
       "314              None          NaN  \n",
       "315              None          NaN  \n",
       "316              None       2016.0  \n",
       "317              None          NaN  \n",
       "318              None          NaN  \n",
       "319              None          NaN  \n",
       "320              None       2018.0  \n",
       "321              None          NaN  \n",
       "322              None          NaN  \n",
       "323              None          NaN  \n",
       "324              None          NaN  \n",
       "325              None          NaN  \n",
       "326              None          NaN  \n",
       "327              None          NaN  \n",
       "328              None          NaN  \n",
       "329              None          NaN  \n",
       "330              None          NaN  \n",
       "331              None          NaN  \n",
       "332              None          NaN  \n",
       "333              None          NaN  \n",
       "334              None          NaN  \n",
       "335              None          NaN  \n",
       "336              None          NaN  \n",
       "337              None       2010.0  \n",
       "338              None          NaN  \n",
       "339              None          NaN  \n",
       "340              None          NaN  \n",
       "341              None          NaN  \n",
       "342              None          NaN  \n",
       "343              None          NaN  \n",
       "344              None       2017.0  \n",
       "345              None          NaN  \n",
       "346              None          NaN  \n",
       "347              None          NaN  \n",
       "348              None          NaN  \n",
       "349              None          NaN  \n",
       "350              None          NaN  \n",
       "351              None          NaN  \n",
       "352              None          NaN  \n",
       "353              None       2017.0  \n",
       "354              None          NaN  \n",
       "355              None          NaN  \n",
       "356              None          NaN  \n",
       "357              None          NaN  \n",
       "358              None       2016.0  \n",
       "359              None          NaN  \n",
       "360              None       2010.0  \n",
       "361              None       2012.0  \n",
       "362              None          NaN  \n",
       "363              None          NaN  \n",
       "364              None          NaN  \n",
       "365              None          NaN  \n",
       "366              None          NaN  \n",
       "367              None          NaN  \n",
       "368              None          NaN  \n",
       "369              None          NaN  \n",
       "370              None          NaN  \n",
       "371              None          NaN  \n",
       "372              None          NaN  \n",
       "373              None          NaN  \n",
       "374              None          NaN  \n",
       "375              None          NaN  \n",
       "376              None          NaN  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df3 = pd.DataFrame(data3, columns = columns3)\n",
    "df3                         # Returns 376 rows"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Try emulating a full outer join in SQLite using LEFT JOIN and UNION"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "# from https://www.sqlitetutorial.net/sqlite-full-outer-join/   - Emulating SQLite full outer join\n",
    "columns4 = ['Film', 'release_date','vote_average','Film','Oscarcategory','Name','Yearofaward']\n",
    "data4 = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"new SQLite database, try merging.db\") as conn:\n",
    "    cursor4 = conn.cursor()\n",
    "    cursor4.execute(\"PRAGMA foreign_keys = 1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql4 = '''\n",
    "    SELECT \n",
    "        p.Film, \n",
    "        p.release_date, \n",
    "        p.vote_average, \n",
    "        a.Film, \n",
    "        a.Oscarcategory, \n",
    "        a.Name, \n",
    "        a.Yearofaward\n",
    "    FROM popularity_baked as p\n",
    "    LEFT JOIN awards_fakes_added as a USING(Film)\n",
    "    UNION ALL\n",
    "    SELECT \n",
    "        p.Film, \n",
    "        p.release_date, \n",
    "        p.vote_average, \n",
    "        a.Film, \n",
    "        a.Oscarcategory, \n",
    "        a.Name, \n",
    "        a.Yearofaward\n",
    "    FROM awards_fakes_added as a\n",
    "    LEFT JOIN popularity_baked as p USING(Film)\n",
    "    WHERE p.Film IS NULL;\n",
    "    '''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use the execute() method of cursor to execute the sql command\n",
    "rows4 = cursor4.execute(sql4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "for row in rows4:\n",
    "    data4.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<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>Film</th>\n",
       "      <th>release_date</th>\n",
       "      <th>vote_average</th>\n",
       "      <th>Film</th>\n",
       "      <th>Oscarcategory</th>\n",
       "      <th>Name</th>\n",
       "      <th>Yearofaward</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>The Insurrection</td>\n",
       "      <td>5/4/2020</td>\n",
       "      <td>9.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>The Shawshank Redemption</td>\n",
       "      <td>9/23/1994</td>\n",
       "      <td>8.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>The Godfather</td>\n",
       "      <td>3/14/1972</td>\n",
       "      <td>8.7</td>\n",
       "      <td>The Godfather</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Marlon Brando</td>\n",
       "      <td>1973.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>The Godfather: Part II</td>\n",
       "      <td>12/20/1974</td>\n",
       "      <td>8.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Schindler's List</td>\n",
       "      <td>11/30/1993</td>\n",
       "      <td>8.6</td>\n",
       "      <td>Schindler's List</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Steven Spielberg</td>\n",
       "      <td>1994.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>The Green Mile</td>\n",
       "      <td>12/10/1999</td>\n",
       "      <td>8.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Pulp Fiction</td>\n",
       "      <td>9/10/1994</td>\n",
       "      <td>8.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Justice League Dark: Apokolips War</td>\n",
       "      <td>5/5/2020</td>\n",
       "      <td>8.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Spider-Man: Into the Spider-Verse</td>\n",
       "      <td>12/6/2018</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>The Lord of the Rings: The Return of the King</td>\n",
       "      <td>12/1/2003</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Fight Club</td>\n",
       "      <td>10/15/1999</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Forrest Gump</td>\n",
       "      <td>7/6/1994</td>\n",
       "      <td>8.4</td>\n",
       "      <td>Forrest Gump</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Tom Hanks</td>\n",
       "      <td>1995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Psycho</td>\n",
       "      <td>6/22/1960</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>7/16/2008</td>\n",
       "      <td>8.4</td>\n",
       "      <td>The Dark Knight</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Heath Ledger</td>\n",
       "      <td>2009.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Whiplash</td>\n",
       "      <td>10/10/2014</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>The Empire Strikes Back</td>\n",
       "      <td>5/20/1980</td>\n",
       "      <td>8.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Léon: The Professional</td>\n",
       "      <td>9/14/1994</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Back to the Future</td>\n",
       "      <td>7/3/1985</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Se7en</td>\n",
       "      <td>9/22/1995</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Call Me by Your Name</td>\n",
       "      <td>9/1/2017</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Avengers: Endgame</td>\n",
       "      <td>4/24/2019</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>The Lord of the Rings: The Fellowship of the Ring</td>\n",
       "      <td>12/18/2001</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Interstellar</td>\n",
       "      <td>11/5/2014</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>The Lord of the Rings: The Two Towers</td>\n",
       "      <td>12/18/2002</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Green Book</td>\n",
       "      <td>11/16/2018</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Inception</td>\n",
       "      <td>7/15/2010</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Avengers: Infinity War</td>\n",
       "      <td>4/25/2018</td>\n",
       "      <td>8.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Reservoir Dogs</td>\n",
       "      <td>9/2/1992</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Joker</td>\n",
       "      <td>10/2/2019</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Memento</td>\n",
       "      <td>10/11/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Taxi Driver</td>\n",
       "      <td>2/9/1976</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Coco</td>\n",
       "      <td>10/27/2017</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>The Shining</td>\n",
       "      <td>5/23/1980</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>8/18/2009</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Inglourious Basterds</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Christoph Waltz</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Star Wars</td>\n",
       "      <td>5/25/1977</td>\n",
       "      <td>8.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Gladiator</td>\n",
       "      <td>5/1/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Gladiator</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Russell Crowe</td>\n",
       "      <td>2001.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>The Matrix</td>\n",
       "      <td>3/30/1999</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Lion</td>\n",
       "      <td>1/20/2016</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>The Imitation Game</td>\n",
       "      <td>11/14/2014</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Scoob!</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Hacksaw Ridge</td>\n",
       "      <td>10/7/2016</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Jojo Rabbit</td>\n",
       "      <td>10/18/2019</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>7/24/1998</td>\n",
       "      <td>8.1</td>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Steven Spielberg</td>\n",
       "      <td>1999.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>2001: A Space Odyssey</td>\n",
       "      <td>4/9/1968</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>Scarface</td>\n",
       "      <td>12/8/1983</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>Alien</td>\n",
       "      <td>5/25/1979</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 2</td>\n",
       "      <td>7/7/2011</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Shutter Island</td>\n",
       "      <td>2/14/2010</td>\n",
       "      <td>8.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Harry Potter and the Prisoner of Azkaban</td>\n",
       "      <td>5/31/2004</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>WALL�E</td>\n",
       "      <td>6/22/2008</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>The Greatest Showman</td>\n",
       "      <td>12/20/2017</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Hidden Figures</td>\n",
       "      <td>12/10/2016</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>10/10/2003</td>\n",
       "      <td>8.0</td>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>Bohemian Rhapsody</td>\n",
       "      <td>10/24/2018</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Return of the Jedi</td>\n",
       "      <td>5/25/1983</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>The Thing</td>\n",
       "      <td>6/25/1982</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>American Beauty</td>\n",
       "      <td>9/15/1999</td>\n",
       "      <td>8.0</td>\n",
       "      <td>American Beauty</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Kevin Spacey</td>\n",
       "      <td>2000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Terminator 2: Judgment Day</td>\n",
       "      <td>7/3/1991</td>\n",
       "      <td>8.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Gone Girl</td>\n",
       "      <td>10/1/2014</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Inside Out</td>\n",
       "      <td>6/9/2015</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Toy Story</td>\n",
       "      <td>10/30/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Little Women</td>\n",
       "      <td>12/25/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>La La Land</td>\n",
       "      <td>11/29/2016</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Raiders of the Lost Ark</td>\n",
       "      <td>6/12/1981</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Guardians of the Galaxy</td>\n",
       "      <td>7/30/2014</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Kill Bill: Vol. 2</td>\n",
       "      <td>4/16/2004</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Her</td>\n",
       "      <td>12/18/2013</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>11/8/2007</td>\n",
       "      <td>7.9</td>\n",
       "      <td>No Country for Old Men</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Javier Bardem</td>\n",
       "      <td>2008.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Braveheart</td>\n",
       "      <td>5/24/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Braveheart</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Blade Runner</td>\n",
       "      <td>6/25/1982</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Harry Potter and the Philosopher's Stone</td>\n",
       "      <td>11/16/2001</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>1917</td>\n",
       "      <td>12/25/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Ford v Ferrari</td>\n",
       "      <td>11/13/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Onward</td>\n",
       "      <td>2/29/2020</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Marriage Story</td>\n",
       "      <td>11/6/2019</td>\n",
       "      <td>7.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>To All the Boys I've Loved Before</td>\n",
       "      <td>8/16/2018</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Monsters, Inc.</td>\n",
       "      <td>11/1/2001</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Knives Out</td>\n",
       "      <td>11/27/2019</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Harry Potter and the Goblet of Fire</td>\n",
       "      <td>11/16/2005</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Logan</td>\n",
       "      <td>2/28/2017</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Donnie Darko</td>\n",
       "      <td>1/18/2001</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Titanic</td>\n",
       "      <td>11/18/1997</td>\n",
       "      <td>7.8</td>\n",
       "      <td>Titanic</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>James Cameron</td>\n",
       "      <td>1998.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Finding Nemo</td>\n",
       "      <td>5/30/2003</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Indiana Jones and the Last Crusade</td>\n",
       "      <td>5/24/1989</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Big Hero 6</td>\n",
       "      <td>10/24/2014</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Harry Potter and the Deathly Hallows: Part 1</td>\n",
       "      <td>10/17/2010</td>\n",
       "      <td>7.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Harry Potter and the Order of the Phoenix</td>\n",
       "      <td>6/28/2007</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Harry Potter and the Half-Blood Prince</td>\n",
       "      <td>7/7/2009</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Zootopia</td>\n",
       "      <td>2/11/2016</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>How to Train Your Dragon 2</td>\n",
       "      <td>6/9/2014</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>The Gentlemen</td>\n",
       "      <td>1/1/2020</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Pirates of the Caribbean: The Curse of the Bla...</td>\n",
       "      <td>7/9/2003</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>The Martian</td>\n",
       "      <td>9/30/2015</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Spies in Disguise</td>\n",
       "      <td>12/4/2019</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>The Dark Knight Rises</td>\n",
       "      <td>7/16/2012</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Batman Begins</td>\n",
       "      <td>6/10/2005</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Harry Potter and the Chamber of Secrets</td>\n",
       "      <td>11/13/2002</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>The Hateful Eight</td>\n",
       "      <td>12/25/2015</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>How to Train Your Dragon: The Hidden World</td>\n",
       "      <td>1/3/2019</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Nightcrawler</td>\n",
       "      <td>10/23/2014</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Die Hard</td>\n",
       "      <td>7/15/1988</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Rush</td>\n",
       "      <td>9/2/2013</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>The Avengers</td>\n",
       "      <td>4/25/2012</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>The Irishman</td>\n",
       "      <td>11/1/2019</td>\n",
       "      <td>7.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>The Lighthouse</td>\n",
       "      <td>10/18/2019</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Thor: Ragnarok</td>\n",
       "      <td>10/25/2017</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Iron Man</td>\n",
       "      <td>4/30/2008</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Kingsman: The Secret Service</td>\n",
       "      <td>12/13/2014</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>Deadpool</td>\n",
       "      <td>2/9/2016</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Shrek</td>\n",
       "      <td>5/18/2001</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>Edge of Tomorrow</td>\n",
       "      <td>5/27/2014</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>Cast Away</td>\n",
       "      <td>12/22/2000</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>The Hobbit: The Desolation of Smaug</td>\n",
       "      <td>12/11/2013</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>Toy Story 4</td>\n",
       "      <td>6/19/2019</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>The Farewell</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>Trolls World Tour</td>\n",
       "      <td>3/12/2020</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>Ready Player One</td>\n",
       "      <td>3/28/2018</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>Guardians of the Galaxy Vol. 2</td>\n",
       "      <td>4/19/2017</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>Ex Machina</td>\n",
       "      <td>1/16/2015</td>\n",
       "      <td>7.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>Incredibles 2</td>\n",
       "      <td>6/14/2018</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>E.T. the Extra-Terrestrial</td>\n",
       "      <td>6/11/1982</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>Deadpool 2</td>\n",
       "      <td>5/10/2018</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>Once Upon a Time in Hollywood</td>\n",
       "      <td>7/25/2019</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>Drive</td>\n",
       "      <td>8/6/2011</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>5/2/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1997.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>The Curious Case of Benjamin Button</td>\n",
       "      <td>12/25/2008</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>Casino Royale</td>\n",
       "      <td>11/14/2006</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>Birdman or (The Unexpected Virtue of Ignorance)</td>\n",
       "      <td>8/27/2014</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>Extraction</td>\n",
       "      <td>4/24/2020</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>Spider-Man: Far from Home</td>\n",
       "      <td>6/28/2019</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>A Star Is Born</td>\n",
       "      <td>10/3/2018</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>X-Men: Days of Future Past</td>\n",
       "      <td>5/15/2014</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>Rogue One: A Star Wars Story</td>\n",
       "      <td>12/14/2016</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>Terminator</td>\n",
       "      <td>10/26/1984</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>Sonic the Hedgehog</td>\n",
       "      <td>2/12/2020</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>Arrival</td>\n",
       "      <td>11/10/2016</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>Gattaca</td>\n",
       "      <td>9/7/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>Mad Max: Fury Road</td>\n",
       "      <td>5/13/2015</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>Fury</td>\n",
       "      <td>10/15/2014</td>\n",
       "      <td>7.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>Star Trek</td>\n",
       "      <td>5/6/2009</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>Dunkirk</td>\n",
       "      <td>7/19/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Doctor Strange</td>\n",
       "      <td>10/25/2016</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>The Call of the Wild</td>\n",
       "      <td>2/19/2020</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Upgrade</td>\n",
       "      <td>6/1/2018</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Black Panther</td>\n",
       "      <td>2/13/2018</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Ghostbusters</td>\n",
       "      <td>6/8/1984</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>First Blood</td>\n",
       "      <td>10/22/1982</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>Spider-Man: Homecoming</td>\n",
       "      <td>7/5/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Captain America: Civil War</td>\n",
       "      <td>4/27/2016</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Ocean's Eleven</td>\n",
       "      <td>12/7/2001</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Grease</td>\n",
       "      <td>7/7/1978</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>Star Wars: The Force Awakens</td>\n",
       "      <td>12/15/2015</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>Avatar</td>\n",
       "      <td>12/10/2009</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>Dark Waters</td>\n",
       "      <td>11/22/2019</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>Close Encounters of the Third Kind</td>\n",
       "      <td>11/18/1977</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Fantastic Beasts and Where to Find Them</td>\n",
       "      <td>11/16/2016</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>Baby Driver</td>\n",
       "      <td>6/28/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>The Hunger Games: Catching Fire</td>\n",
       "      <td>11/15/2013</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>Apollo 13</td>\n",
       "      <td>6/30/1995</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>Blade Runner 2049</td>\n",
       "      <td>10/4/2017</td>\n",
       "      <td>7.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>Frozen</td>\n",
       "      <td>11/27/2013</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>Dawn of the Planet of the Apes</td>\n",
       "      <td>6/26/2014</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>Ice Age</td>\n",
       "      <td>3/10/2002</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>The Hobbit: The Battle of the Five Armies</td>\n",
       "      <td>12/10/2014</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>Source Code</td>\n",
       "      <td>3/30/2011</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>Mission: Impossible - Fallout</td>\n",
       "      <td>7/13/2018</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>Avengers: Age of Ultron</td>\n",
       "      <td>4/22/2015</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>John Wick: Chapter 3 - Parabellum</td>\n",
       "      <td>5/15/2019</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>The Hobbit: An Unexpected Journey</td>\n",
       "      <td>11/26/2012</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>Split</td>\n",
       "      <td>1/19/2017</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>Wonder Woman</td>\n",
       "      <td>5/30/2017</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>Maleficent: Mistress of Evil</td>\n",
       "      <td>10/16/2019</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>A Quiet Place</td>\n",
       "      <td>4/3/2018</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>Star Trek Into Darkness</td>\n",
       "      <td>5/5/2013</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>The Half of It</td>\n",
       "      <td>5/1/2020</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>The Devil Wears Prada</td>\n",
       "      <td>6/30/2006</td>\n",
       "      <td>7.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>Frozen II</td>\n",
       "      <td>11/20/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>Birds of Prey (and the Fantabulous Emancipatio...</td>\n",
       "      <td>2/5/2020</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>The Kissing Booth</td>\n",
       "      <td>5/11/2018</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>Bad Boys for Life</td>\n",
       "      <td>1/15/2020</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>The Shape of Water</td>\n",
       "      <td>12/1/2017</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>Gravity</td>\n",
       "      <td>10/3/2013</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>Ralph Breaks the Internet</td>\n",
       "      <td>11/20/2018</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>The Lion King</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>Pirates of the Caribbean: Dead Man's Chest</td>\n",
       "      <td>6/20/2006</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>Dolemite Is My Name</td>\n",
       "      <td>10/4/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>Big Trouble in Little China</td>\n",
       "      <td>5/30/1986</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>Pirates of the Caribbean: At World's End</td>\n",
       "      <td>5/19/2007</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>The Equalizer</td>\n",
       "      <td>9/24/2014</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>Airplane!</td>\n",
       "      <td>7/2/1980</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>Harriet</td>\n",
       "      <td>11/1/2019</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>The Willoughbys</td>\n",
       "      <td>4/22/2020</td>\n",
       "      <td>7.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>My Spy</td>\n",
       "      <td>1/9/2020</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>Aladdin</td>\n",
       "      <td>5/22/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>Hereditary</td>\n",
       "      <td>6/7/2018</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>A Beautiful Day in the Neighborhood</td>\n",
       "      <td>9/7/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>John Wick: Chapter 2</td>\n",
       "      <td>2/8/2017</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>Skyfall</td>\n",
       "      <td>10/25/2012</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>Ant-Man</td>\n",
       "      <td>7/14/2015</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>Master and Commander: The Far Side of the World</td>\n",
       "      <td>11/14/2003</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>The Maze Runner</td>\n",
       "      <td>9/10/2014</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>Uncut Gems</td>\n",
       "      <td>11/14/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>Maleficent</td>\n",
       "      <td>5/28/2014</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>Don't Let Go</td>\n",
       "      <td>8/30/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>Doctor Sleep</td>\n",
       "      <td>10/30/2019</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>Bloodshot</td>\n",
       "      <td>3/5/2020</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>The Invisible Man</td>\n",
       "      <td>2/26/2020</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>Men in Black</td>\n",
       "      <td>7/2/1997</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>From Russia with Love</td>\n",
       "      <td>10/11/1963</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>Maze Runner: The Death Cure</td>\n",
       "      <td>1/10/2018</td>\n",
       "      <td>7.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>Brave</td>\n",
       "      <td>6/21/2012</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>Midway</td>\n",
       "      <td>11/6/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>Emma</td>\n",
       "      <td>2/13/2020</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>Dr. No</td>\n",
       "      <td>10/7/1962</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>Alita: Battle Angel</td>\n",
       "      <td>1/31/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>Shazam!</td>\n",
       "      <td>3/29/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>Kingsman: The Golden Circle</td>\n",
       "      <td>9/20/2017</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>Ant-Man and the Wasp</td>\n",
       "      <td>7/4/2018</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>Star Wars: The Last Jedi</td>\n",
       "      <td>12/13/2017</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>The Proposal</td>\n",
       "      <td>6/1/2009</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>Captain Marvel</td>\n",
       "      <td>3/6/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>Pokémon Detective Pikachu</td>\n",
       "      <td>5/3/2019</td>\n",
       "      <td>7.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>Ready or Not</td>\n",
       "      <td>8/21/2019</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>Fantastic Beasts: The Crimes of Grindelwald</td>\n",
       "      <td>11/14/2018</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>Beauty and the Beast</td>\n",
       "      <td>3/16/2017</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Bad Education</td>\n",
       "      <td>9/8/2019</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>A Bug's Life</td>\n",
       "      <td>11/25/1998</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Pitch Perfect 2</td>\n",
       "      <td>5/7/2015</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>The Mask</td>\n",
       "      <td>7/29/1994</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>The Fate of the Furious</td>\n",
       "      <td>4/12/2017</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>Bird Box</td>\n",
       "      <td>12/13/2018</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Top Gun</td>\n",
       "      <td>5/16/1986</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Ocean's Eight</td>\n",
       "      <td>6/7/2018</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Iron Man 3</td>\n",
       "      <td>4/18/2013</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Jumanji: The Next Level</td>\n",
       "      <td>12/4/2019</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>I, Robot</td>\n",
       "      <td>7/15/2004</td>\n",
       "      <td>6.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Aquaman</td>\n",
       "      <td>12/7/2018</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Cars</td>\n",
       "      <td>6/8/2006</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>El Camino: A Breaking Bad Movie</td>\n",
       "      <td>10/11/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>Jumanji: Welcome to the Jungle</td>\n",
       "      <td>12/9/2017</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>21 Bridges</td>\n",
       "      <td>10/24/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>The Hitman's Bodyguard</td>\n",
       "      <td>8/16/2017</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>GoldenEye</td>\n",
       "      <td>11/16/1995</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>Motherless Brooklyn</td>\n",
       "      <td>10/31/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>Cinderella</td>\n",
       "      <td>3/12/2015</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>The Hunger Games: Mockingjay - Part 1</td>\n",
       "      <td>11/19/2014</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>Long Shot</td>\n",
       "      <td>5/2/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>Bombshell</td>\n",
       "      <td>12/13/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>Iron Man 2</td>\n",
       "      <td>4/28/2010</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>It Chapter Two</td>\n",
       "      <td>9/4/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>Dolittle</td>\n",
       "      <td>1/1/2020</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>Last Moment of Clarity</td>\n",
       "      <td>5/19/2020</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>Sicario: Day of the Soldado</td>\n",
       "      <td>6/27/2018</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>Fast &amp; Furious Presents: Hobbs &amp; Shaw</td>\n",
       "      <td>8/1/2019</td>\n",
       "      <td>6.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>Bruce Almighty</td>\n",
       "      <td>5/23/2003</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>Thor</td>\n",
       "      <td>4/21/2011</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>Maze Runner: The Scorch Trials</td>\n",
       "      <td>9/9/2015</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>Spenser Confidential</td>\n",
       "      <td>3/6/2020</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Red Shoes and the Seven Dwarfs</td>\n",
       "      <td>7/25/2019</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>The Hunt</td>\n",
       "      <td>3/11/2020</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>The Witch</td>\n",
       "      <td>11/11/2015</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>Star Trek Beyond</td>\n",
       "      <td>7/7/2016</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>Chappie</td>\n",
       "      <td>3/4/2015</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>The Wretched</td>\n",
       "      <td>7/10/2019</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>Venom</td>\n",
       "      <td>9/28/2018</td>\n",
       "      <td>6.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>The Way Back</td>\n",
       "      <td>3/5/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>Solo: A Star Wars Story</td>\n",
       "      <td>5/15/2018</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>Inheritance</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>Valerian and the City of a Thousand Planets</td>\n",
       "      <td>7/20/2017</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>Thor: The Dark World</td>\n",
       "      <td>10/29/2013</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>Bumblebee</td>\n",
       "      <td>12/15/2018</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>Charlie's Angels</td>\n",
       "      <td>11/14/2019</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>Pirates of the Caribbean: Dead Men Tell No Tales</td>\n",
       "      <td>5/23/2017</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>Rio</td>\n",
       "      <td>4/3/2011</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>Survive the Night</td>\n",
       "      <td>5/22/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>Jurassic World</td>\n",
       "      <td>6/6/2015</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>Glass</td>\n",
       "      <td>1/16/2019</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>The Lovebirds</td>\n",
       "      <td>5/22/2020</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>Den of Thieves</td>\n",
       "      <td>1/18/2018</td>\n",
       "      <td>6.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>Star Wars: Episode II - Attack of the Clones</td>\n",
       "      <td>5/15/2002</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>Escape From Pretoria</td>\n",
       "      <td>3/6/2020</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>Jurassic World: Fallen Kingdom</td>\n",
       "      <td>6/6/2018</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>Star Wars: Episode I - The Phantom Menace</td>\n",
       "      <td>5/19/1999</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>The Amazing Spider-Man</td>\n",
       "      <td>6/23/2012</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>It Follows</td>\n",
       "      <td>2/4/2015</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Man of Steel</td>\n",
       "      <td>6/12/2013</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>X-Men: Apocalypse</td>\n",
       "      <td>5/18/2016</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>King Arthur: Legend of the Sword</td>\n",
       "      <td>5/10/2017</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>Terminator: Dark Fate</td>\n",
       "      <td>10/23/2019</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>Contagion</td>\n",
       "      <td>9/8/2011</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>Star Wars: The Rise of Skywalker</td>\n",
       "      <td>12/18/2019</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>Crash</td>\n",
       "      <td>7/17/1996</td>\n",
       "      <td>6.5</td>\n",
       "      <td>Crash</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>Spectre</td>\n",
       "      <td>10/26/2015</td>\n",
       "      <td>6.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>Guns Akimbo</td>\n",
       "      <td>9/9/2019</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>Kong: Skull Island</td>\n",
       "      <td>3/8/2017</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>Life</td>\n",
       "      <td>3/22/2017</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>Run All Night</td>\n",
       "      <td>3/11/2015</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>War of the Worlds</td>\n",
       "      <td>6/28/2005</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>Hustlers</td>\n",
       "      <td>9/12/2019</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>Brahms: The Boy II</td>\n",
       "      <td>2/20/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>Underwater</td>\n",
       "      <td>1/8/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>Gretel &amp; Hansel</td>\n",
       "      <td>1/30/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>The Postcard Killings</td>\n",
       "      <td>3/13/2020</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>The Room</td>\n",
       "      <td>9/12/2019</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>Prometheus</td>\n",
       "      <td>5/30/2012</td>\n",
       "      <td>6.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>6 Underground</td>\n",
       "      <td>12/13/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>Godzilla: King of the Monsters</td>\n",
       "      <td>5/29/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>Rampage</td>\n",
       "      <td>4/12/2018</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>Due Date</td>\n",
       "      <td>11/4/2010</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>Angel Has Fallen</td>\n",
       "      <td>8/21/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>Gemini Man</td>\n",
       "      <td>10/2/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>Insurgent</td>\n",
       "      <td>3/18/2015</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Insurgent</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2015.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>A Walk Among the Tombstones</td>\n",
       "      <td>9/18/2014</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>Annihilation</td>\n",
       "      <td>2/22/2018</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>Atomic Blonde</td>\n",
       "      <td>7/26/2017</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>Men in Black II</td>\n",
       "      <td>7/3/2002</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>Warcraft</td>\n",
       "      <td>5/25/2016</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Warcraft</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2016.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>The Lodge</td>\n",
       "      <td>1/25/2019</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>X-Men: Production Scrapbook</td>\n",
       "      <td>11/2/2003</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>Dracula Untold</td>\n",
       "      <td>10/1/2014</td>\n",
       "      <td>6.3</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>Tomb Raider</td>\n",
       "      <td>3/5/2018</td>\n",
       "      <td>6.3</td>\n",
       "      <td>Tomb Raider</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2018.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>Justice League</td>\n",
       "      <td>11/15/2017</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>Tomorrowland</td>\n",
       "      <td>5/19/2015</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>The World Is Not Enough</td>\n",
       "      <td>11/17/1999</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>The Incredible Hulk</td>\n",
       "      <td>6/12/2008</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>Spider-Man 3</td>\n",
       "      <td>5/1/2007</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>Fantasy Island</td>\n",
       "      <td>2/12/2020</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>Color Out of Space</td>\n",
       "      <td>1/24/2020</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>True History of the Kelly Gang</td>\n",
       "      <td>1/9/2020</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>Taken 3</td>\n",
       "      <td>12/16/2014</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>Jason Bourne</td>\n",
       "      <td>7/27/2016</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>Code 8</td>\n",
       "      <td>12/6/2019</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>Rambo: Last Blood</td>\n",
       "      <td>9/19/2019</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>Night at the Museum: Secret of the Tomb</td>\n",
       "      <td>12/17/2014</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>Days of Thunder</td>\n",
       "      <td>6/27/1990</td>\n",
       "      <td>6.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>Twilight</td>\n",
       "      <td>11/20/2008</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>San Andreas</td>\n",
       "      <td>5/27/2015</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>The Expendables</td>\n",
       "      <td>8/3/2010</td>\n",
       "      <td>6.1</td>\n",
       "      <td>The Expendables</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>Jack Ryan: Shadow Recruit</td>\n",
       "      <td>1/15/2014</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>The Wrong Missy</td>\n",
       "      <td>5/13/2020</td>\n",
       "      <td>6.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>Ad Astra</td>\n",
       "      <td>9/17/2019</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>Transformers: The Last Knight</td>\n",
       "      <td>6/16/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>Dark Phoenix</td>\n",
       "      <td>6/5/2019</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>The Meg</td>\n",
       "      <td>8/9/2018</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>3/29/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>Men in Black: International</td>\n",
       "      <td>6/12/2019</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>Alien Resurrection</td>\n",
       "      <td>11/12/1997</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>Death Wish</td>\n",
       "      <td>3/2/2018</td>\n",
       "      <td>6.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>Pacific Rim: Uprising</td>\n",
       "      <td>3/21/2018</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>Ice Age: Collision Course</td>\n",
       "      <td>6/23/2016</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>Terminator Genisys</td>\n",
       "      <td>6/23/2015</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>Lying and Stealing</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>Teenage Mutant Ninja Turtles</td>\n",
       "      <td>8/7/2014</td>\n",
       "      <td>5.9</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>5/9/2017</td>\n",
       "      <td>5.9</td>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>Love Wedding Repeat</td>\n",
       "      <td>4/10/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>Vivarium</td>\n",
       "      <td>7/12/2019</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>The Turning</td>\n",
       "      <td>1/23/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>The Night Clerk</td>\n",
       "      <td>2/19/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>3/23/2016</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2016.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>How to Build a Girl</td>\n",
       "      <td>5/8/2020</td>\n",
       "      <td>5.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>4/1/2010</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Battleship</td>\n",
       "      <td>4/11/2012</td>\n",
       "      <td>5.7</td>\n",
       "      <td>Battleship</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2012.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Proximity</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>5.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>The Grudge</td>\n",
       "      <td>1/2/2020</td>\n",
       "      <td>5.7</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>The Rhythm Section</td>\n",
       "      <td>1/31/2020</td>\n",
       "      <td>5.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>Cold Pursuit</td>\n",
       "      <td>2/7/2019</td>\n",
       "      <td>5.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>Wild Card</td>\n",
       "      <td>1/14/2015</td>\n",
       "      <td>5.5</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>Capone</td>\n",
       "      <td>5/12/2020</td>\n",
       "      <td>5.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>Jocks</td>\n",
       "      <td>11/14/1986</td>\n",
       "      <td>5.2</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>Independence Day: Resurgence</td>\n",
       "      <td>6/22/2016</td>\n",
       "      <td>5.1</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>Broil</td>\n",
       "      <td>5/20/2020</td>\n",
       "      <td>4.8</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>Blood and Money</td>\n",
       "      <td>5/15/2020</td>\n",
       "      <td>4.6</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>Cats</td>\n",
       "      <td>12/19/2019</td>\n",
       "      <td>4.4</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>Kajillionaire</td>\n",
       "      <td>6/19/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>374</th>\n",
       "      <td>Anita</td>\n",
       "      <td>12/31/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>Tenet</td>\n",
       "      <td>7/15/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>Superintelligence</td>\n",
       "      <td>12/31/2020</td>\n",
       "      <td>0.0</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12 Years a Slave</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Lupita Nyong'o</td>\n",
       "      <td>2014.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>378</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7th Heaven</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Janet Gaynor</td>\n",
       "      <td>1929.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Beautiful Mind</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Jennifer Connelly</td>\n",
       "      <td>2002.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>380</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Double Life</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Ronald Colman</td>\n",
       "      <td>1948.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>381</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Fish Called Wanda</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Kevin Kline</td>\n",
       "      <td>1989.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>382</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Free Soul</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Lionel Barrymore</td>\n",
       "      <td>1931.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>383</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Letter to Three Wives</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Joseph L. Mankiewicz</td>\n",
       "      <td>1950.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>384</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Man For All Seasons</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Paul Scofield</td>\n",
       "      <td>1967.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>385</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Passage to India</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Peggy Ashcroft</td>\n",
       "      <td>1985.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>386</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Patch of Blue</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Shelley Winters</td>\n",
       "      <td>1966.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>387</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Place in the Sun</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>George Stevens</td>\n",
       "      <td>1952.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>388</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Streetcar Named Desire</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Karl Malden</td>\n",
       "      <td>1952.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Thousand Clowns</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Martin Balsam</td>\n",
       "      <td>1966.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>390</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Touch of Class</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Glenda Jackson</td>\n",
       "      <td>1974.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>391</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A Tree Grows in Brooklyn</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>James Dunn</td>\n",
       "      <td>1946.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>392</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Adaptation</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Chris Cooper</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>393</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Affliction</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>James Coburn</td>\n",
       "      <td>1999.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>394</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Airport</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Helen Hayes</td>\n",
       "      <td>1971.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Alice Doesn't Live Here Anymore</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Ellen Burstyn</td>\n",
       "      <td>1975.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>396</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>All About Eve</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>George Sanders</td>\n",
       "      <td>1951.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>397</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>All Quiet on the Western Front</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Lewis Milestone</td>\n",
       "      <td>1931.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>398</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>All The King's Men</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Broderick Crawford</td>\n",
       "      <td>1950.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>399</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>All the President's Men</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Jason Robards</td>\n",
       "      <td>1977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>400</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Amadeus</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>F. Murray Abraham</td>\n",
       "      <td>1985.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>401</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>An Officer and a Gentleman</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Lou Gossett, Jr.</td>\n",
       "      <td>1983.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>402</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Anastasia</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Ingrid Bergman</td>\n",
       "      <td>1957.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>403</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Annie Hall</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Diane Keaton</td>\n",
       "      <td>1978.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Anthony Adverse</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Gale Sondergaard</td>\n",
       "      <td>1937.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>405</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Arthur</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>John Gielgud</td>\n",
       "      <td>1982.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>406</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>As Good as It Gets</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jack Nicholson</td>\n",
       "      <td>1997.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>407</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bad Girl</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Frank Borzage</td>\n",
       "      <td>1933.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>408</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Beginning</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Christopher Plummer</td>\n",
       "      <td>2012.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>409</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Being There</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Melvyn Douglas</td>\n",
       "      <td>1980.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>410</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ben-hur</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Charlton Heston</td>\n",
       "      <td>1960.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>411</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Black Swan</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Natalie Portman</td>\n",
       "      <td>2011.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>412</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Blue Jasmine</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Cate Blanchett</td>\n",
       "      <td>2014.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>413</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Blue Sky</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jessica Lange</td>\n",
       "      <td>1995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bonnie and Clyde</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Estelle Parsons</td>\n",
       "      <td>1968.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>415</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Born on the Fourth of July</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Oliver Stone</td>\n",
       "      <td>1990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>416</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Born Yesterday</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Judy Holliday</td>\n",
       "      <td>1951.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>417</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Boys Don't Cry</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Hilary Swank</td>\n",
       "      <td>2000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>418</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Boys Town</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Spencer Tracy</td>\n",
       "      <td>1939.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>419</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Brokeback Mountain</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Ang Lee</td>\n",
       "      <td>2006.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>420</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bullets Over Broadway</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Dianne Wiest</td>\n",
       "      <td>1995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>421</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Butterfield 8</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Elizabeth Taylor</td>\n",
       "      <td>1961.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>422</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Butterflies Are Free</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Eileen Heckart</td>\n",
       "      <td>1973.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>423</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cabaret</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Liza Minnelli</td>\n",
       "      <td>1973.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>424</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cactus Flower</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Goldie Hawn</td>\n",
       "      <td>1970.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>425</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>California Suite</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Maggie Smith</td>\n",
       "      <td>1979.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Capote</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Philip Seymour Hoffman</td>\n",
       "      <td>2006.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Captains Courageous</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Spencer Tracy</td>\n",
       "      <td>1938.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>428</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Casablanca</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Michael Curtiz</td>\n",
       "      <td>1944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>429</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cat Ballou</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Lee Marvin</td>\n",
       "      <td>1966.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cavalcade</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Frank Lloyd</td>\n",
       "      <td>1934.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>431</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Charly</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Cliff Robertson</td>\n",
       "      <td>1969.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>432</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Chicago</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Catherine Zeta-Jones</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>433</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Children of a Lesser God</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Marlee Matlin</td>\n",
       "      <td>1987.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>434</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>City Slickers</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Jack Palance</td>\n",
       "      <td>1992.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>435</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Coal Miner's Daughter</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Sissy Spacek</td>\n",
       "      <td>1981.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>436</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cocoon</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Don Ameche</td>\n",
       "      <td>1986.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>437</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cold Mountain</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Renee Zellweger</td>\n",
       "      <td>2004.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>438</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Come and Get It</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Walter Brennan</td>\n",
       "      <td>1938.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>439</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Come Back, Little Sheba</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Shirley Booth</td>\n",
       "      <td>1953.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>440</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Coming Home</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jon Voight</td>\n",
       "      <td>1979.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>441</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cool Hand Luke</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>George Kennedy</td>\n",
       "      <td>1968.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>442</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Coquette</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Mary Pickford</td>\n",
       "      <td>1930.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>443</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Crazy Heart</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jeff Bridges</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>444</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Cyrano de Bergerac</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jose Ferrer</td>\n",
       "      <td>1951.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>445</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dallas Buyers Club</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Matthew McConaughey</td>\n",
       "      <td>2014.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>446</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dances with Wolves</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Kevin Costner</td>\n",
       "      <td>1991.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>447</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dangerous</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Bette Davis</td>\n",
       "      <td>1936.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>448</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Darling</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Julie Christie</td>\n",
       "      <td>1966.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>449</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dead Man Walking</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Susan Sarandon</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>450</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Desraeli</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>George Arliss</td>\n",
       "      <td>1930.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>451</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Django Unchained</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Christoph Waltz</td>\n",
       "      <td>2013.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>452</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dreamgirls</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Jennifer Hudson</td>\n",
       "      <td>2007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>453</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Driving Miss Daisy</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jessica Tandy</td>\n",
       "      <td>1990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>454</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>East of Eden</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Jo Van Fleet</td>\n",
       "      <td>1956.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ed Wood</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Martin Landau</td>\n",
       "      <td>1995.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>456</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Elmer Gantry</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Burt Lancaster</td>\n",
       "      <td>1961.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>457</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Erin Brockovich</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Julia Roberts</td>\n",
       "      <td>2001.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>458</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fargo</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Frances McDormand</td>\n",
       "      <td>1997.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>459</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>For Whom the Bell Tolls</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Katina Paxinou</td>\n",
       "      <td>1944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>460</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>From Here to Eternity</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Frank Sinatra</td>\n",
       "      <td>1954.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>461</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Funny Girl</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Barbra Streisand</td>\n",
       "      <td>1969.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>462</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gandhi</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Ben Kingsley</td>\n",
       "      <td>1983.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>463</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gaslight</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Ingrid Bergman</td>\n",
       "      <td>1945.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>464</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gentleman's Agreement</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Celeste Holm</td>\n",
       "      <td>1948.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>465</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ghost</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Whoopi Goldberg</td>\n",
       "      <td>1991.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>466</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Giant</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>George Stevens</td>\n",
       "      <td>1957.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>467</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gigi</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Vincente Minnelli</td>\n",
       "      <td>1959.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>468</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Girl, Interrupted</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Angelina Jolie</td>\n",
       "      <td>2000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>469</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Glory</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Denzel Washington</td>\n",
       "      <td>1990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>470</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Going My Way</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Bing Crosby</td>\n",
       "      <td>1945.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>471</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Gone with the Wind</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Vivien Leigh</td>\n",
       "      <td>1940.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>472</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Good Fellas</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Joe Pesci</td>\n",
       "      <td>1991.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>473</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Good Will Hunting</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Robin Williams</td>\n",
       "      <td>1998.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>474</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Goodbye Mr. Chips</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Robert Donat</td>\n",
       "      <td>1940.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>475</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Guess Who's Coming to Dinner</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Katharine Hepburn</td>\n",
       "      <td>1968.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hamlet</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Laurence Olivier</td>\n",
       "      <td>1949.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>477</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hannah and Her Sisters</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Michael Caine</td>\n",
       "      <td>1987.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>478</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Harry and Tonto</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Art Carney</td>\n",
       "      <td>1975.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>479</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Harvey</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Josephine Hull</td>\n",
       "      <td>1951.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>480</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>High Noon</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Gary Cooper</td>\n",
       "      <td>1953.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>481</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>How Green Was My Valley</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Donald Crisp</td>\n",
       "      <td>1942.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>482</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Howards End</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Emma Thompson</td>\n",
       "      <td>1993.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>483</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hud</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Patricia Neal</td>\n",
       "      <td>1964.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>484</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>I Want To Live!</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Susan Hayward</td>\n",
       "      <td>1959.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>485</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>In Old Arizona</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Warner Baxter</td>\n",
       "      <td>1930.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>486</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>In Old Chicago</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Alice Brady</td>\n",
       "      <td>1938.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>487</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>In the Heat of the Night</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Rod Steiger</td>\n",
       "      <td>1968.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>488</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Iris</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Jim Broadbent</td>\n",
       "      <td>2002.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>489</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>It Happened One Night</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Clark Gable</td>\n",
       "      <td>1935.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>490</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Jerry Maguire</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Cuba Gooding, Jr.</td>\n",
       "      <td>1997.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>491</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Jezebel</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Bette Davis</td>\n",
       "      <td>1939.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>492</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Johnny Belinda</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jane Wyman</td>\n",
       "      <td>1949.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>493</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Johnny Eager</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Van Heflin</td>\n",
       "      <td>1943.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>494</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Judgement at Nuremberg</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Maximilian Schell</td>\n",
       "      <td>1962.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>495</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Julia</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Jason Robards</td>\n",
       "      <td>1978.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>496</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Kentucky</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Walter Brennan</td>\n",
       "      <td>1939.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>497</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Key Largo</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Claire Trevor</td>\n",
       "      <td>1949.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>498</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Kiss of the Spider Woman</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>William Hurt</td>\n",
       "      <td>1986.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>499</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Kitty Foyle</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Ginger Rogers</td>\n",
       "      <td>1941.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>500</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Klute</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jane Fonda</td>\n",
       "      <td>1972.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>501</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Kramer vs. Kramer</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Dustin Hoffman</td>\n",
       "      <td>1980.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>502</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>L.A. Confidential</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Kim Basinger</td>\n",
       "      <td>1998.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>503</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Lawrence of Arabia</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>David Lean</td>\n",
       "      <td>1963.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>504</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Leaving Las Vegas</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Nicolas Cage</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>505</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Les Miserarables</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Anne Hathaway</td>\n",
       "      <td>2013.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>506</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Life is Beautiful</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Roberto Benigni</td>\n",
       "      <td>1999.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>507</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Life of Pi</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Ang Lee</td>\n",
       "      <td>2013.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>508</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Lilies of the Field</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Sidney Poitier</td>\n",
       "      <td>1964.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>509</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Lincoln</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Daniel Day-Lewis</td>\n",
       "      <td>2013.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>510</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Little Miss Sunshine</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Alan Arkin</td>\n",
       "      <td>2007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>511</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Lust for Life</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Anthony Quinn</td>\n",
       "      <td>1957.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>512</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Marty</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Ernest Borgnine</td>\n",
       "      <td>1956.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>513</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mary Poppins</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Julie Andrews</td>\n",
       "      <td>1965.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>514</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Melvin and Howard</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Mary Steenburgen</td>\n",
       "      <td>1981.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>515</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Michael Clayton</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Tilda Swinton</td>\n",
       "      <td>2007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>516</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Midnight Cowboy</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>John Schlesinger</td>\n",
       "      <td>1969.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>517</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mighty Aphrodite</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Mira Sorvino</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>518</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mildred Pierce</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Joan Crawford</td>\n",
       "      <td>1946.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>519</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Milk</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Sean Penn</td>\n",
       "      <td>2009.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>520</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Million Dollar Baby</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Hilary Swank</td>\n",
       "      <td>2005.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Min and Bill</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Marie Dressler</td>\n",
       "      <td>1931.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>522</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Miracle on 34th Street</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Edmund Gwenn</td>\n",
       "      <td>1948.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>523</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Misery</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Kathy Bates</td>\n",
       "      <td>1991.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>524</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mister Roberts</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Jack Lemmon</td>\n",
       "      <td>1956.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>525</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Monster</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Charlize Theron</td>\n",
       "      <td>2004.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>526</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Monster's Ball</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Halle Berry</td>\n",
       "      <td>2002.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>527</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Moonstruck</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Cher</td>\n",
       "      <td>1988.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>528</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Morning Glory</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Katharine Hepburn</td>\n",
       "      <td>1934.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>529</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mr. Deeds Goes to Town</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Frank Capra</td>\n",
       "      <td>1937.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>530</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mrs. Miniver</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Greer Garson</td>\n",
       "      <td>1942.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>531</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Murder on the Orient Express</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Ingrid Bergman</td>\n",
       "      <td>1975.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>532</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>My Cousin Vinny</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Marisa Tomei</td>\n",
       "      <td>1993.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>533</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>My Fair Lady</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Rex Harrison</td>\n",
       "      <td>1965.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>534</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>My Left Foot</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Daniel Day-Lewis</td>\n",
       "      <td>1990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mystic River</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Sean Penn</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>536</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>National Velvet</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Anne Revere</td>\n",
       "      <td>1946.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Network</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Peter Finch</td>\n",
       "      <td>1977.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None but the Lonely Heart</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Ethel Barrymore</td>\n",
       "      <td>1945.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Norma Rae</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Sally Field</td>\n",
       "      <td>1980.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Oliver!</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Carol Reed</td>\n",
       "      <td>1969.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>On Golden Pond</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Henry Fonda</td>\n",
       "      <td>1982.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>On the Waterfront</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Marlon Brando</td>\n",
       "      <td>1955.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>One Flew Over the Cuckoo's Nest</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jack Nicholson</td>\n",
       "      <td>1976.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ordinary People</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Robert Redford</td>\n",
       "      <td>1980.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Oridnary People</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Timothy Hutton</td>\n",
       "      <td>1981.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Out of Africa</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Sydney Pollack</td>\n",
       "      <td>1986.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Paper Moon</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Tatum O'Neal</td>\n",
       "      <td>1974.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Patton</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>George C. Scott</td>\n",
       "      <td>1971.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Philadelphia</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Tom Hanks</td>\n",
       "      <td>1994.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Places in the Heart</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Sally Field</td>\n",
       "      <td>1985.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Platoon</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Oliver Stone</td>\n",
       "      <td>1990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pollock</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Marcia Gay Harden</td>\n",
       "      <td>2001.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Precious</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Mo'Nique</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Prizzi's Honor</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Anjelica Huston</td>\n",
       "      <td>1986.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Raging Bull</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Robert De Niro</td>\n",
       "      <td>1981.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rain Man</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Barry Levinson</td>\n",
       "      <td>1989.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rainman</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Dustin Hoffman</td>\n",
       "      <td>1989.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ray</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jamie Foxx</td>\n",
       "      <td>2005.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Reds</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Maureen Stapleton</td>\n",
       "      <td>1982.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Reversal of Fortune</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jeremy Irons</td>\n",
       "      <td>1991.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rocky</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>John G. Avildsen</td>\n",
       "      <td>1976.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Roman Holiday</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Audrey Hepburn</td>\n",
       "      <td>1954.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Room at the Top</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Simone Signoret</td>\n",
       "      <td>1960.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rosemary's Baby</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Ruth Gordon</td>\n",
       "      <td>1969.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ryan's Daughter</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>John Mills</td>\n",
       "      <td>1971.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Save the Tiger</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jack Lemmon</td>\n",
       "      <td>1974.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>567</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sayonara</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Red Buttons</td>\n",
       "      <td>1958.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Scent of a Woman</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Al Pacino</td>\n",
       "      <td>1993.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>569</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Separate Tables</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>David Niven</td>\n",
       "      <td>1959.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>570</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sergeant York</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Gary Cooper</td>\n",
       "      <td>1942.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>571</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Shakespeare in Love</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Gwyneth Paltrow</td>\n",
       "      <td>1999.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>572</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Shampoo</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Lee Grant</td>\n",
       "      <td>1976.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>573</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Shine</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Geoffrey Rush</td>\n",
       "      <td>1997.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>574</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Silence of the Lambs</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Anthony Hopkins</td>\n",
       "      <td>1992.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>575</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Silver Linings Playbook</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jennifer Lawrence</td>\n",
       "      <td>2013.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>576</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Skippy</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Norman Taurog</td>\n",
       "      <td>1932.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>577</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Slumdog Millionaire</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Danny Boyle</td>\n",
       "      <td>2009.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>578</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sophie's Choice</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Meryl Streep</td>\n",
       "      <td>1983.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>579</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Spartacus</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Peter Ustinov</td>\n",
       "      <td>1961.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>580</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Stagecoach</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Thomas Mitchell</td>\n",
       "      <td>1940.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>581</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Stalag 17</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>William Holden</td>\n",
       "      <td>1954.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>582</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Suspicion</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Joan Fontaine</td>\n",
       "      <td>1940.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>583</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sweet Bird of Youth</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Ed Begley, Sr.</td>\n",
       "      <td>1963.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>584</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Syriana</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>George Clooney</td>\n",
       "      <td>2006.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>585</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tender Mercies</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Robert Duvall</td>\n",
       "      <td>1984.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>586</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Terms of Endearment</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Shirley MacLaine</td>\n",
       "      <td>1984.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>587</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Accidental Tourist</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Geena Davis</td>\n",
       "      <td>1989.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>588</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Accused</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jodie Foster</td>\n",
       "      <td>1989.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>589</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Africa Queen</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Humphrey Bogart</td>\n",
       "      <td>1952.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>590</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Apartment</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Billy Wilder</td>\n",
       "      <td>1961.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>591</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Artist</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jean Dujardin</td>\n",
       "      <td>2012.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>592</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Aviator</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Cate Blanchett</td>\n",
       "      <td>2005.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>593</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Awful Truth</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Leo McCarey</td>\n",
       "      <td>1938.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>594</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Bad and the Beautiful</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Gloria Grahame</td>\n",
       "      <td>1953.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>595</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Barefoot Contessa</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Edmond O'Brien</td>\n",
       "      <td>1955.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>596</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Best Years of Our Lives</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Fredric March</td>\n",
       "      <td>1947.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>597</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Big Country</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Burl Ives</td>\n",
       "      <td>1959.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>598</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Blind Side</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Sandra Bullock</td>\n",
       "      <td>2010.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>599</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Bridge on the River Kwai</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Alec Guinness</td>\n",
       "      <td>1958.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>600</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Champ</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Wallace Beery</td>\n",
       "      <td>1932.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>601</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Cider House Rules</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Michael Caine</td>\n",
       "      <td>2000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>602</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Color of Money</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Paul Newman</td>\n",
       "      <td>1987.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>603</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Constant Gardener</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Rachel Weisz</td>\n",
       "      <td>2006.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>604</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Country Girl</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Grace Kelly</td>\n",
       "      <td>1955.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>605</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Deer Hunter</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Christopher Walken</td>\n",
       "      <td>1979.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>606</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Departed</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Martin Scorsese</td>\n",
       "      <td>2007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>607</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Diary of Anne Frank</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Shelley Winters</td>\n",
       "      <td>1960.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Divine Lady</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Frank Lloyd</td>\n",
       "      <td>1930.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>609</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Divorcee</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Norma Shearer</td>\n",
       "      <td>1930.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>610</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The English Patient</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Juliette Binoche</td>\n",
       "      <td>1997.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>611</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Farmer's Daughter</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Loretta Young</td>\n",
       "      <td>1948.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>612</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Fighter</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Christian Bale</td>\n",
       "      <td>2011.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>613</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Fisher King</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Mercedes Ruehl</td>\n",
       "      <td>1992.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>614</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Fortune Cookie</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Walter Matthau</td>\n",
       "      <td>1967.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>615</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The French Connection</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Gene Hackman</td>\n",
       "      <td>1972.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>616</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Fugitive</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Tommy Lee Jones</td>\n",
       "      <td>1994.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>617</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Godfather Part II</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Robert De Niro</td>\n",
       "      <td>1975.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>618</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Good Earth</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Luise Rainer</td>\n",
       "      <td>1938.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>619</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Goodbye Girl</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Richard Dreyfuss</td>\n",
       "      <td>1978.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>620</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Graduate</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Mike Nichols</td>\n",
       "      <td>1968.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>621</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Grapes of Wrath</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Jane Darwell</td>\n",
       "      <td>1941.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>622</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Great Lie</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Mary Astor</td>\n",
       "      <td>1942.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>623</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Great Ziegfeld</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Luise Rainer</td>\n",
       "      <td>1937.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>624</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Heiress</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Olivia de Havilland</td>\n",
       "      <td>1950.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>625</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Help</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Octavia Spencer</td>\n",
       "      <td>2012.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>626</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Hours</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Nicole Kidman</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>627</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Hurt Locker</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Kathryn Bigelow</td>\n",
       "      <td>2009.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>628</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Informer</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Victor McLaglen</td>\n",
       "      <td>1936.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>629</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Iron Lady</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Meryl Streep</td>\n",
       "      <td>2012.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>630</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Killing Fields</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Haing S. Ngor</td>\n",
       "      <td>1985.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>631</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The King and I</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Yul Brynner</td>\n",
       "      <td>1957.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>632</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The King's Speech</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Colin Firth</td>\n",
       "      <td>2011.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>633</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Last Command</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Emil Jannings</td>\n",
       "      <td>1929.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>634</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Last Emperor</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Bernardo Bertolucci</td>\n",
       "      <td>1988.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>635</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Last King of Scotland</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Forest Whitaker</td>\n",
       "      <td>2007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>636</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Last Picture Show</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Ben Johnson</td>\n",
       "      <td>1972.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>637</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Life of Emile Zola</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Joseph Schildkraut</td>\n",
       "      <td>1938.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>638</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Lion in Winter</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Katharine Hepburn</td>\n",
       "      <td>1969.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>639</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Lord of the Rings: Return of the King</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Peter Jackson</td>\n",
       "      <td>2004.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>640</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Lost Weekend</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Ray Milland</td>\n",
       "      <td>1946.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Miracle Worker</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Anne Bancroft</td>\n",
       "      <td>1963.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>642</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The More the Merrier</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Charles Coburn</td>\n",
       "      <td>1944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>643</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Paper Chase</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>John Houseman</td>\n",
       "      <td>1974.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>644</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Passionate Life of Edith Piaf</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Marion Cotillard</td>\n",
       "      <td>2008.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>645</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Philadelphia Story</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Jimmy Stewart</td>\n",
       "      <td>1941.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Pianist</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Adrien Brody</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>647</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Piano</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Holly Hunter</td>\n",
       "      <td>1994.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>648</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Prime of Miss Jean Brodie</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Maggie Smith</td>\n",
       "      <td>1970.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Private Life of Henry VIII</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Charles Laughton</td>\n",
       "      <td>1934.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>650</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Queen</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Helen Mirren</td>\n",
       "      <td>2007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>651</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Quiet Man</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>John Ford</td>\n",
       "      <td>1953.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>652</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Razor's Edge</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Anne Baxter</td>\n",
       "      <td>1947.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>653</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Reader</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Kate Winslet</td>\n",
       "      <td>2009.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>654</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Rose Tattoo</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Anna Magnani</td>\n",
       "      <td>1956.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>655</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Silence of the Lambs</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jodie Foster</td>\n",
       "      <td>1992.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>656</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Sin of Madelon Claudet</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Helen Hayes</td>\n",
       "      <td>1932.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>657</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Song of Bernadette</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Jennifer Jones</td>\n",
       "      <td>1944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>658</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Sound of Music</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Robert Wise</td>\n",
       "      <td>1966.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>659</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Sting</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>George Roy Hill</td>\n",
       "      <td>1973.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>660</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Story of Louis Pasteur</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Paul Muni</td>\n",
       "      <td>1937.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>661</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Subject Was Roses</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Jack Albertson</td>\n",
       "      <td>1969.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>662</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Sunshine Boys</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>George Burns</td>\n",
       "      <td>1976.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>663</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Three Faces of Eve</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Joanne Woodward</td>\n",
       "      <td>1958.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>664</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Treasure of the Sierra Madre</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Walter Huston</td>\n",
       "      <td>1949.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>665</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Trip to Bountiful</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Geraldine Page</td>\n",
       "      <td>1986.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>666</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Untouchables</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Sean Connery</td>\n",
       "      <td>1988.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>667</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Usual Suspects</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Kevin Spacey</td>\n",
       "      <td>1996.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>668</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>the V.I.P.s</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Margaret Rutherford</td>\n",
       "      <td>1964.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>669</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Westerner</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Walter Brennan</td>\n",
       "      <td>1941.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>670</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The Year of Living Dangerously</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Linda Hunt</td>\n",
       "      <td>1984.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>671</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>There Will Be Blood</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Daniel Day-Lewis</td>\n",
       "      <td>2008.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>672</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>They Shoot Horses, Don't They?</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Gig Young</td>\n",
       "      <td>1970.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>673</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>To Each His Own</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Olivia de Havilland</td>\n",
       "      <td>1947.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>674</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>To Kill a Mockingbird</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Gregory Peck</td>\n",
       "      <td>1963.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>675</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tom Jones</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Tony Richardson</td>\n",
       "      <td>1964.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>676</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tootsie</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Jessica Lange</td>\n",
       "      <td>1983.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>677</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Topkapi</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Peter Ustinov</td>\n",
       "      <td>1965.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>678</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Traffic</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Benicio Del Toro</td>\n",
       "      <td>2001.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>679</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Training Day</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Denzel Washington</td>\n",
       "      <td>2002.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>680</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>True Grit</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>John Wayne</td>\n",
       "      <td>1970.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>681</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Twelve O'Clock High</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Dean Jagger</td>\n",
       "      <td>1950.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>682</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Two Arabian Knights</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Lewis Milestone</td>\n",
       "      <td>1927.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>683</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Two Women</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Sophia Loren</td>\n",
       "      <td>1962.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>684</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Unforgiven</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Gene Hackman</td>\n",
       "      <td>1993.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>685</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vicky Cristina Barcelona</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Penelope Cruz</td>\n",
       "      <td>2009.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>686</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Viva Zapata!</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>Anthony Quinn</td>\n",
       "      <td>1953.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>687</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Walk the Line</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Reese Witherspoon</td>\n",
       "      <td>2006.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Wall Street</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Michael Douglas</td>\n",
       "      <td>1988.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>689</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Watch on the Rhine</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Paul Lukas</td>\n",
       "      <td>1944.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>690</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>West Side Story</td>\n",
       "      <td>Best Supporting Actor</td>\n",
       "      <td>George Chakiris</td>\n",
       "      <td>1962.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>691</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Who's Afraid of Virginia Woolf?</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Elizabeth Taylor</td>\n",
       "      <td>1967.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>692</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Women in Love</td>\n",
       "      <td>Best Actress</td>\n",
       "      <td>Glenda Jackson</td>\n",
       "      <td>1971.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>693</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Written on the Wind</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Dorothy Malone</td>\n",
       "      <td>1957.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>694</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Yankee Doodle Dandy</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>James Cagney</td>\n",
       "      <td>1943.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>695</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>You Can't Take It with You</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Frank Capra</td>\n",
       "      <td>1939.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>696</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zorba the Greek</td>\n",
       "      <td>Best Supporting Actress</td>\n",
       "      <td>Lila Kedrova</td>\n",
       "      <td>1965.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>697</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Troy</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Prince Charles</td>\n",
       "      <td>2004.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>698</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dune</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Lady Diana</td>\n",
       "      <td>1984.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>699</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Equilibrium</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Princess Grace</td>\n",
       "      <td>2002.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>700</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>McBain</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1991.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hero</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2002.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>702</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Versus</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>703</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Blade</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1998.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>704</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Blade II</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2002.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>705</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Delta Force 2</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>706</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Commando</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1985.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Total Recall</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>708</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>True Lies</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1994.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>709</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Sahara</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2005.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>710</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Predator</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1987.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>711</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bad Boys II</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2003.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>712</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Under Siege</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1992.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                  Film release_date  \\\n",
       "0                                     The Insurrection     5/4/2020   \n",
       "1                             The Shawshank Redemption    9/23/1994   \n",
       "2                                        The Godfather    3/14/1972   \n",
       "3                               The Godfather: Part II   12/20/1974   \n",
       "4                                     Schindler's List   11/30/1993   \n",
       "5                                       The Green Mile   12/10/1999   \n",
       "6                                         Pulp Fiction    9/10/1994   \n",
       "7                   Justice League Dark: Apokolips War     5/5/2020   \n",
       "8                    Spider-Man: Into the Spider-Verse    12/6/2018   \n",
       "9        The Lord of the Rings: The Return of the King    12/1/2003   \n",
       "10                                          Fight Club   10/15/1999   \n",
       "11                                        Forrest Gump     7/6/1994   \n",
       "12                                              Psycho    6/22/1960   \n",
       "13                                     The Dark Knight    7/16/2008   \n",
       "14                                            Whiplash   10/10/2014   \n",
       "15                             The Empire Strikes Back    5/20/1980   \n",
       "16                              Léon: The Professional    9/14/1994   \n",
       "17                                  Back to the Future     7/3/1985   \n",
       "18                                               Se7en    9/22/1995   \n",
       "19                                Call Me by Your Name     9/1/2017   \n",
       "20                                   Avengers: Endgame    4/24/2019   \n",
       "21   The Lord of the Rings: The Fellowship of the Ring   12/18/2001   \n",
       "22                                        Interstellar    11/5/2014   \n",
       "23               The Lord of the Rings: The Two Towers   12/18/2002   \n",
       "24                                          Green Book   11/16/2018   \n",
       "25                                           Inception    7/15/2010   \n",
       "26                              Avengers: Infinity War    4/25/2018   \n",
       "27                                      Reservoir Dogs     9/2/1992   \n",
       "28                                               Joker    10/2/2019   \n",
       "29                                             Memento   10/11/2000   \n",
       "30                                         Taxi Driver     2/9/1976   \n",
       "31                                                Coco   10/27/2017   \n",
       "32                                         The Shining    5/23/1980   \n",
       "33                                Inglourious Basterds    8/18/2009   \n",
       "34                                           Star Wars    5/25/1977   \n",
       "35                                           Gladiator     5/1/2000   \n",
       "36                                          The Matrix    3/30/1999   \n",
       "37                                                Lion    1/20/2016   \n",
       "38                                  The Imitation Game   11/14/2014   \n",
       "39                                              Scoob!    5/15/2020   \n",
       "40                                       Hacksaw Ridge    10/7/2016   \n",
       "41                                         Jojo Rabbit   10/18/2019   \n",
       "42                                 Saving Private Ryan    7/24/1998   \n",
       "43                               2001: A Space Odyssey     4/9/1968   \n",
       "44                                            Scarface    12/8/1983   \n",
       "45                                               Alien    5/25/1979   \n",
       "46        Harry Potter and the Deathly Hallows: Part 2     7/7/2011   \n",
       "47                                      Shutter Island    2/14/2010   \n",
       "48            Harry Potter and the Prisoner of Azkaban    5/31/2004   \n",
       "49                                              WALL�E    6/22/2008   \n",
       "50                                The Greatest Showman   12/20/2017   \n",
       "51                                      Hidden Figures   12/10/2016   \n",
       "52                                   Kill Bill: Vol. 1   10/10/2003   \n",
       "53                                   Bohemian Rhapsody   10/24/2018   \n",
       "54                                  Return of the Jedi    5/25/1983   \n",
       "55                                           The Thing    6/25/1982   \n",
       "56                                     American Beauty    9/15/1999   \n",
       "57                          Terminator 2: Judgment Day     7/3/1991   \n",
       "58                                           Gone Girl    10/1/2014   \n",
       "59                                          Inside Out     6/9/2015   \n",
       "60                                           Toy Story   10/30/1995   \n",
       "61                                        Little Women   12/25/2019   \n",
       "62                                          La La Land   11/29/2016   \n",
       "63                             Raiders of the Lost Ark    6/12/1981   \n",
       "64                             Guardians of the Galaxy    7/30/2014   \n",
       "65                                   Kill Bill: Vol. 2    4/16/2004   \n",
       "66                                                 Her   12/18/2013   \n",
       "67                              No Country for Old Men    11/8/2007   \n",
       "68                                          Braveheart    5/24/1995   \n",
       "69                                        Blade Runner    6/25/1982   \n",
       "70            Harry Potter and the Philosopher's Stone   11/16/2001   \n",
       "71                                                1917   12/25/2019   \n",
       "72                                      Ford v Ferrari   11/13/2019   \n",
       "73                                              Onward    2/29/2020   \n",
       "74                                      Marriage Story    11/6/2019   \n",
       "75                   To All the Boys I've Loved Before    8/16/2018   \n",
       "76                                      Monsters, Inc.    11/1/2001   \n",
       "77                                          Knives Out   11/27/2019   \n",
       "78                 Harry Potter and the Goblet of Fire   11/16/2005   \n",
       "79                                               Logan    2/28/2017   \n",
       "80                                        Donnie Darko    1/18/2001   \n",
       "81                                             Titanic   11/18/1997   \n",
       "82                                        Finding Nemo    5/30/2003   \n",
       "83                  Indiana Jones and the Last Crusade    5/24/1989   \n",
       "84                                          Big Hero 6   10/24/2014   \n",
       "85        Harry Potter and the Deathly Hallows: Part 1   10/17/2010   \n",
       "86           Harry Potter and the Order of the Phoenix    6/28/2007   \n",
       "87              Harry Potter and the Half-Blood Prince     7/7/2009   \n",
       "88                                            Zootopia    2/11/2016   \n",
       "89                          How to Train Your Dragon 2     6/9/2014   \n",
       "90                                       The Gentlemen     1/1/2020   \n",
       "91   Pirates of the Caribbean: The Curse of the Bla...     7/9/2003   \n",
       "92                                         The Martian    9/30/2015   \n",
       "93                                   Spies in Disguise    12/4/2019   \n",
       "94                               The Dark Knight Rises    7/16/2012   \n",
       "95                                       Batman Begins    6/10/2005   \n",
       "96             Harry Potter and the Chamber of Secrets   11/13/2002   \n",
       "97                                   The Hateful Eight   12/25/2015   \n",
       "98          How to Train Your Dragon: The Hidden World     1/3/2019   \n",
       "99                                        Nightcrawler   10/23/2014   \n",
       "100                                           Die Hard    7/15/1988   \n",
       "101                                               Rush     9/2/2013   \n",
       "102                                       The Avengers    4/25/2012   \n",
       "103                                       The Irishman    11/1/2019   \n",
       "104                                     The Lighthouse   10/18/2019   \n",
       "105                                     Thor: Ragnarok   10/25/2017   \n",
       "106                                           Iron Man    4/30/2008   \n",
       "107                       Kingsman: The Secret Service   12/13/2014   \n",
       "108                                           Deadpool     2/9/2016   \n",
       "109                                              Shrek    5/18/2001   \n",
       "110                                   Edge of Tomorrow    5/27/2014   \n",
       "111                                          Cast Away   12/22/2000   \n",
       "112                The Hobbit: The Desolation of Smaug   12/11/2013   \n",
       "113                                        Toy Story 4    6/19/2019   \n",
       "114                                       The Farewell    7/12/2019   \n",
       "115                                  Trolls World Tour    3/12/2020   \n",
       "116                                   Ready Player One    3/28/2018   \n",
       "117                     Guardians of the Galaxy Vol. 2    4/19/2017   \n",
       "118                                         Ex Machina    1/16/2015   \n",
       "119                                      Incredibles 2    6/14/2018   \n",
       "120                         E.T. the Extra-Terrestrial    6/11/1982   \n",
       "121                                         Deadpool 2    5/10/2018   \n",
       "122                      Once Upon a Time in Hollywood    7/25/2019   \n",
       "123                                              Drive     8/6/2011   \n",
       "124                                  The Fifth Element     5/2/1997   \n",
       "125                The Curious Case of Benjamin Button   12/25/2008   \n",
       "126                                      Casino Royale   11/14/2006   \n",
       "127    Birdman or (The Unexpected Virtue of Ignorance)    8/27/2014   \n",
       "128                                         Extraction    4/24/2020   \n",
       "129                          Spider-Man: Far from Home    6/28/2019   \n",
       "130                                     A Star Is Born    10/3/2018   \n",
       "131                         X-Men: Days of Future Past    5/15/2014   \n",
       "132                       Rogue One: A Star Wars Story   12/14/2016   \n",
       "133                                         Terminator   10/26/1984   \n",
       "134                                 Sonic the Hedgehog    2/12/2020   \n",
       "135                                            Arrival   11/10/2016   \n",
       "136                                            Gattaca     9/7/1997   \n",
       "137                                 Mad Max: Fury Road    5/13/2015   \n",
       "138                                               Fury   10/15/2014   \n",
       "139                                          Star Trek     5/6/2009   \n",
       "140                                            Dunkirk    7/19/2017   \n",
       "141                                     Doctor Strange   10/25/2016   \n",
       "142                               The Call of the Wild    2/19/2020   \n",
       "143                                            Upgrade     6/1/2018   \n",
       "144                                      Black Panther    2/13/2018   \n",
       "145                                       Ghostbusters     6/8/1984   \n",
       "146                                        First Blood   10/22/1982   \n",
       "147                             Spider-Man: Homecoming     7/5/2017   \n",
       "148                         Captain America: Civil War    4/27/2016   \n",
       "149                                     Ocean's Eleven    12/7/2001   \n",
       "150                                             Grease     7/7/1978   \n",
       "151                       Star Wars: The Force Awakens   12/15/2015   \n",
       "152                                             Avatar   12/10/2009   \n",
       "153                                        Dark Waters   11/22/2019   \n",
       "154                 Close Encounters of the Third Kind   11/18/1977   \n",
       "155            Fantastic Beasts and Where to Find Them   11/16/2016   \n",
       "156                                        Baby Driver    6/28/2017   \n",
       "157                    The Hunger Games: Catching Fire   11/15/2013   \n",
       "158                                          Apollo 13    6/30/1995   \n",
       "159                                  Blade Runner 2049    10/4/2017   \n",
       "160                                             Frozen   11/27/2013   \n",
       "161                     Dawn of the Planet of the Apes    6/26/2014   \n",
       "162                                            Ice Age    3/10/2002   \n",
       "163          The Hobbit: The Battle of the Five Armies   12/10/2014   \n",
       "164                                        Source Code    3/30/2011   \n",
       "165                      Mission: Impossible - Fallout    7/13/2018   \n",
       "166                            Avengers: Age of Ultron    4/22/2015   \n",
       "167                  John Wick: Chapter 3 - Parabellum    5/15/2019   \n",
       "168                  The Hobbit: An Unexpected Journey   11/26/2012   \n",
       "169                                              Split    1/19/2017   \n",
       "170                                       Wonder Woman    5/30/2017   \n",
       "171                       Maleficent: Mistress of Evil   10/16/2019   \n",
       "172                                      A Quiet Place     4/3/2018   \n",
       "173                            Star Trek Into Darkness     5/5/2013   \n",
       "174                                     The Half of It     5/1/2020   \n",
       "175                              The Devil Wears Prada    6/30/2006   \n",
       "176                                          Frozen II   11/20/2019   \n",
       "177  Birds of Prey (and the Fantabulous Emancipatio...     2/5/2020   \n",
       "178                                  The Kissing Booth    5/11/2018   \n",
       "179                                  Bad Boys for Life    1/15/2020   \n",
       "180                                 The Shape of Water    12/1/2017   \n",
       "181                                            Gravity    10/3/2013   \n",
       "182                          Ralph Breaks the Internet   11/20/2018   \n",
       "183                                      The Lion King    7/12/2019   \n",
       "184         Pirates of the Caribbean: Dead Man's Chest    6/20/2006   \n",
       "185                                Dolemite Is My Name    10/4/2019   \n",
       "186                        Big Trouble in Little China    5/30/1986   \n",
       "187           Pirates of the Caribbean: At World's End    5/19/2007   \n",
       "188                                      The Equalizer    9/24/2014   \n",
       "189                                          Airplane!     7/2/1980   \n",
       "190                                            Harriet    11/1/2019   \n",
       "191                                    The Willoughbys    4/22/2020   \n",
       "192                                             My Spy     1/9/2020   \n",
       "193                                            Aladdin    5/22/2019   \n",
       "194                                         Hereditary     6/7/2018   \n",
       "195                A Beautiful Day in the Neighborhood     9/7/2019   \n",
       "196                               John Wick: Chapter 2     2/8/2017   \n",
       "197                                            Skyfall   10/25/2012   \n",
       "198                                            Ant-Man    7/14/2015   \n",
       "199    Master and Commander: The Far Side of the World   11/14/2003   \n",
       "200                                    The Maze Runner    9/10/2014   \n",
       "201                                         Uncut Gems   11/14/2019   \n",
       "202                                         Maleficent    5/28/2014   \n",
       "203                                       Don't Let Go    8/30/2019   \n",
       "204                                       Doctor Sleep   10/30/2019   \n",
       "205                                          Bloodshot     3/5/2020   \n",
       "206                                  The Invisible Man    2/26/2020   \n",
       "207                                       Men in Black     7/2/1997   \n",
       "208                              From Russia with Love   10/11/1963   \n",
       "209                        Maze Runner: The Death Cure    1/10/2018   \n",
       "210                                              Brave    6/21/2012   \n",
       "211                                             Midway    11/6/2019   \n",
       "212                                               Emma    2/13/2020   \n",
       "213                                             Dr. No    10/7/1962   \n",
       "214                                Alita: Battle Angel    1/31/2019   \n",
       "215                                            Shazam!    3/29/2019   \n",
       "216                        Kingsman: The Golden Circle    9/20/2017   \n",
       "217                               Ant-Man and the Wasp     7/4/2018   \n",
       "218                           Star Wars: The Last Jedi   12/13/2017   \n",
       "219                                       The Proposal     6/1/2009   \n",
       "220                                     Captain Marvel     3/6/2019   \n",
       "221                          Pokémon Detective Pikachu     5/3/2019   \n",
       "222                                       Ready or Not    8/21/2019   \n",
       "223        Fantastic Beasts: The Crimes of Grindelwald   11/14/2018   \n",
       "224                               Beauty and the Beast    3/16/2017   \n",
       "225                                      Bad Education     9/8/2019   \n",
       "226                                       A Bug's Life   11/25/1998   \n",
       "227                                    Pitch Perfect 2     5/7/2015   \n",
       "228                                           The Mask    7/29/1994   \n",
       "229                            The Fate of the Furious    4/12/2017   \n",
       "230                                           Bird Box   12/13/2018   \n",
       "231                                            Top Gun    5/16/1986   \n",
       "232                                      Ocean's Eight     6/7/2018   \n",
       "233                                         Iron Man 3    4/18/2013   \n",
       "234                            Jumanji: The Next Level    12/4/2019   \n",
       "235                                           I, Robot    7/15/2004   \n",
       "236                                            Aquaman    12/7/2018   \n",
       "237                                               Cars     6/8/2006   \n",
       "238                    El Camino: A Breaking Bad Movie   10/11/2019   \n",
       "239                     Jumanji: Welcome to the Jungle    12/9/2017   \n",
       "240                                         21 Bridges   10/24/2019   \n",
       "241                             The Hitman's Bodyguard    8/16/2017   \n",
       "242                                          GoldenEye   11/16/1995   \n",
       "243                                Motherless Brooklyn   10/31/2019   \n",
       "244                                         Cinderella    3/12/2015   \n",
       "245              The Hunger Games: Mockingjay - Part 1   11/19/2014   \n",
       "246                                          Long Shot     5/2/2019   \n",
       "247                                          Bombshell   12/13/2019   \n",
       "248                                         Iron Man 2    4/28/2010   \n",
       "249                                     It Chapter Two     9/4/2019   \n",
       "250                                           Dolittle     1/1/2020   \n",
       "251                             Last Moment of Clarity    5/19/2020   \n",
       "252                        Sicario: Day of the Soldado    6/27/2018   \n",
       "253              Fast & Furious Presents: Hobbs & Shaw     8/1/2019   \n",
       "254                                     Bruce Almighty    5/23/2003   \n",
       "255                                               Thor    4/21/2011   \n",
       "256                     Maze Runner: The Scorch Trials     9/9/2015   \n",
       "257                               Spenser Confidential     3/6/2020   \n",
       "258                     Red Shoes and the Seven Dwarfs    7/25/2019   \n",
       "259                                           The Hunt    3/11/2020   \n",
       "260                                          The Witch   11/11/2015   \n",
       "261                                   Star Trek Beyond     7/7/2016   \n",
       "262                                            Chappie     3/4/2015   \n",
       "263                                       The Wretched    7/10/2019   \n",
       "264                                              Venom    9/28/2018   \n",
       "265                                       The Way Back     3/5/2020   \n",
       "266                            Solo: A Star Wars Story    5/15/2018   \n",
       "267                                        Inheritance    5/15/2020   \n",
       "268        Valerian and the City of a Thousand Planets    7/20/2017   \n",
       "269                               Thor: The Dark World   10/29/2013   \n",
       "270                                          Bumblebee   12/15/2018   \n",
       "271                                   Charlie's Angels   11/14/2019   \n",
       "272   Pirates of the Caribbean: Dead Men Tell No Tales    5/23/2017   \n",
       "273                                                Rio     4/3/2011   \n",
       "274                                  Survive the Night    5/22/2020   \n",
       "275                                     Jurassic World     6/6/2015   \n",
       "276                                              Glass    1/16/2019   \n",
       "277                                      The Lovebirds    5/22/2020   \n",
       "278                                     Den of Thieves    1/18/2018   \n",
       "279       Star Wars: Episode II - Attack of the Clones    5/15/2002   \n",
       "280                               Escape From Pretoria     3/6/2020   \n",
       "281                     Jurassic World: Fallen Kingdom     6/6/2018   \n",
       "282          Star Wars: Episode I - The Phantom Menace    5/19/1999   \n",
       "283                             The Amazing Spider-Man    6/23/2012   \n",
       "284                                         It Follows     2/4/2015   \n",
       "285                                       Man of Steel    6/12/2013   \n",
       "286                                  X-Men: Apocalypse    5/18/2016   \n",
       "287                   King Arthur: Legend of the Sword    5/10/2017   \n",
       "288                              Terminator: Dark Fate   10/23/2019   \n",
       "289                                          Contagion     9/8/2011   \n",
       "290                   Star Wars: The Rise of Skywalker   12/18/2019   \n",
       "291                                              Crash    7/17/1996   \n",
       "292                                            Spectre   10/26/2015   \n",
       "293                                        Guns Akimbo     9/9/2019   \n",
       "294                                 Kong: Skull Island     3/8/2017   \n",
       "295                                               Life    3/22/2017   \n",
       "296                                      Run All Night    3/11/2015   \n",
       "297                                  War of the Worlds    6/28/2005   \n",
       "298                                           Hustlers    9/12/2019   \n",
       "299                                 Brahms: The Boy II    2/20/2020   \n",
       "300                                         Underwater     1/8/2020   \n",
       "301                                    Gretel & Hansel    1/30/2020   \n",
       "302                              The Postcard Killings    3/13/2020   \n",
       "303                                           The Room    9/12/2019   \n",
       "304                                         Prometheus    5/30/2012   \n",
       "305                                      6 Underground   12/13/2019   \n",
       "306                     Godzilla: King of the Monsters    5/29/2019   \n",
       "307                                            Rampage    4/12/2018   \n",
       "308                                           Due Date    11/4/2010   \n",
       "309                                   Angel Has Fallen    8/21/2019   \n",
       "310                                         Gemini Man    10/2/2019   \n",
       "311                                          Insurgent    3/18/2015   \n",
       "312                        A Walk Among the Tombstones    9/18/2014   \n",
       "313                                       Annihilation    2/22/2018   \n",
       "314                                      Atomic Blonde    7/26/2017   \n",
       "315                                    Men in Black II     7/3/2002   \n",
       "316                                           Warcraft    5/25/2016   \n",
       "317                                          The Lodge    1/25/2019   \n",
       "318                        X-Men: Production Scrapbook    11/2/2003   \n",
       "319                                     Dracula Untold    10/1/2014   \n",
       "320                                        Tomb Raider     3/5/2018   \n",
       "321                                     Justice League   11/15/2017   \n",
       "322                                       Tomorrowland    5/19/2015   \n",
       "323                            The World Is Not Enough   11/17/1999   \n",
       "324                                The Incredible Hulk    6/12/2008   \n",
       "325                                       Spider-Man 3     5/1/2007   \n",
       "326                                     Fantasy Island    2/12/2020   \n",
       "327                                 Color Out of Space    1/24/2020   \n",
       "328                     True History of the Kelly Gang     1/9/2020   \n",
       "329                                            Taken 3   12/16/2014   \n",
       "330                                       Jason Bourne    7/27/2016   \n",
       "331                                             Code 8    12/6/2019   \n",
       "332                                  Rambo: Last Blood    9/19/2019   \n",
       "333            Night at the Museum: Secret of the Tomb   12/17/2014   \n",
       "334                                    Days of Thunder    6/27/1990   \n",
       "335                                           Twilight   11/20/2008   \n",
       "336                                        San Andreas    5/27/2015   \n",
       "337                                    The Expendables     8/3/2010   \n",
       "338                          Jack Ryan: Shadow Recruit    1/15/2014   \n",
       "339                                    The Wrong Missy    5/13/2020   \n",
       "340                                           Ad Astra    9/17/2019   \n",
       "341                      Transformers: The Last Knight    6/16/2017   \n",
       "342                                       Dark Phoenix     6/5/2019   \n",
       "343                                            The Meg     8/9/2018   \n",
       "344                                 Ghost in the Shell    3/29/2017   \n",
       "345                        Men in Black: International    6/12/2019   \n",
       "346                                 Alien Resurrection   11/12/1997   \n",
       "347                                         Death Wish     3/2/2018   \n",
       "348                              Pacific Rim: Uprising    3/21/2018   \n",
       "349                          Ice Age: Collision Course    6/23/2016   \n",
       "350                                 Terminator Genisys    6/23/2015   \n",
       "351                                 Lying and Stealing    7/12/2019   \n",
       "352                       Teenage Mutant Ninja Turtles     8/7/2014   \n",
       "353                                    Alien: Covenant     5/9/2017   \n",
       "354                                Love Wedding Repeat    4/10/2020   \n",
       "355                                           Vivarium    7/12/2019   \n",
       "356                                        The Turning    1/23/2020   \n",
       "357                                    The Night Clerk    2/19/2020   \n",
       "358                 Batman v Superman: Dawn of Justice    3/23/2016   \n",
       "359                                How to Build a Girl     5/8/2020   \n",
       "360                                Clash of the Titans     4/1/2010   \n",
       "361                                         Battleship    4/11/2012   \n",
       "362                                          Proximity    5/15/2020   \n",
       "363                                         The Grudge     1/2/2020   \n",
       "364                                 The Rhythm Section    1/31/2020   \n",
       "365                                       Cold Pursuit     2/7/2019   \n",
       "366                                          Wild Card    1/14/2015   \n",
       "367                                             Capone    5/12/2020   \n",
       "368                                              Jocks   11/14/1986   \n",
       "369                       Independence Day: Resurgence    6/22/2016   \n",
       "370                                              Broil    5/20/2020   \n",
       "371                                    Blood and Money    5/15/2020   \n",
       "372                                               Cats   12/19/2019   \n",
       "373                                      Kajillionaire    6/19/2020   \n",
       "374                                              Anita   12/31/2020   \n",
       "375                                              Tenet    7/15/2020   \n",
       "376                                  Superintelligence   12/31/2020   \n",
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       "700                                               None         None   \n",
       "701                                               None         None   \n",
       "702                                               None         None   \n",
       "703                                               None         None   \n",
       "704                                               None         None   \n",
       "705                                               None         None   \n",
       "706                                               None         None   \n",
       "707                                               None         None   \n",
       "708                                               None         None   \n",
       "709                                               None         None   \n",
       "710                                               None         None   \n",
       "711                                               None         None   \n",
       "712                                               None         None   \n",
       "\n",
       "     vote_average                                       Film  \\\n",
       "0             9.0                                       None   \n",
       "1             8.7                                       None   \n",
       "2             8.7                              The Godfather   \n",
       "3             8.6                                       None   \n",
       "4             8.6                           Schindler's List   \n",
       "5             8.5                                       None   \n",
       "6             8.5                                       None   \n",
       "7             8.5                                       None   \n",
       "8             8.4                                       None   \n",
       "9             8.4                                       None   \n",
       "10            8.4                                       None   \n",
       "11            8.4                               Forrest Gump   \n",
       "12            8.4                                       None   \n",
       "13            8.4                            The Dark Knight   \n",
       "14            8.4                                       None   \n",
       "15            8.4                                       None   \n",
       "16            8.3                                       None   \n",
       "17            8.3                                       None   \n",
       "18            8.3                                       None   \n",
       "19            8.3                                       None   \n",
       "20            8.3                                       None   \n",
       "21            8.3                                       None   \n",
       "22            8.3                                       None   \n",
       "23            8.3                                       None   \n",
       "24            8.3                                       None   \n",
       "25            8.3                                       None   \n",
       "26            8.3                                       None   \n",
       "27            8.2                                       None   \n",
       "28            8.2                                       None   \n",
       "29            8.2                                       None   \n",
       "30            8.2                                       None   \n",
       "31            8.2                                       None   \n",
       "32            8.2                                       None   \n",
       "33            8.2                       Inglourious Basterds   \n",
       "34            8.2                                       None   \n",
       "35            8.2                                  Gladiator   \n",
       "36            8.1                                       None   \n",
       "37            8.1                                       None   \n",
       "38            8.1                                       None   \n",
       "39            8.1                                       None   \n",
       "40            8.1                                       None   \n",
       "41            8.1                                       None   \n",
       "42            8.1                        Saving Private Ryan   \n",
       "43            8.1                                       None   \n",
       "44            8.1                                       None   \n",
       "45            8.1                                       None   \n",
       "46            8.1                                       None   \n",
       "47            8.1                                       None   \n",
       "48            8.0                                       None   \n",
       "49            8.0                                       None   \n",
       "50            8.0                                       None   \n",
       "51            8.0                                       None   \n",
       "52            8.0                          Kill Bill: Vol. 1   \n",
       "53            8.0                                       None   \n",
       "54            8.0                                       None   \n",
       "55            8.0                                       None   \n",
       "56            8.0                            American Beauty   \n",
       "57            8.0                                       None   \n",
       "58            7.9                                       None   \n",
       "59            7.9                                       None   \n",
       "60            7.9                                       None   \n",
       "61            7.9                                       None   \n",
       "62            7.9                                       None   \n",
       "63            7.9                                       None   \n",
       "64            7.9                                       None   \n",
       "65            7.9                                       None   \n",
       "66            7.9                                       None   \n",
       "67            7.9                     No Country for Old Men   \n",
       "68            7.9                                 Braveheart   \n",
       "69            7.9                                       None   \n",
       "70            7.9                                       None   \n",
       "71            7.9                                       None   \n",
       "72            7.9                                       None   \n",
       "73            7.9                                       None   \n",
       "74            7.9                                       None   \n",
       "75            7.8                                       None   \n",
       "76            7.8                                       None   \n",
       "77            7.8                                       None   \n",
       "78            7.8                                       None   \n",
       "79            7.8                                       None   \n",
       "80            7.8                                       None   \n",
       "81            7.8                                    Titanic   \n",
       "82            7.8                                       None   \n",
       "83            7.8                                       None   \n",
       "84            7.8                                       None   \n",
       "85            7.8                                       None   \n",
       "86            7.7                                       None   \n",
       "87            7.7                                       None   \n",
       "88            7.7                                       None   \n",
       "89            7.7                                       None   \n",
       "90            7.7                                       None   \n",
       "91            7.7                                       None   \n",
       "92            7.7                                       None   \n",
       "93            7.7                                       None   \n",
       "94            7.7                                       None   \n",
       "95            7.7                                       None   \n",
       "96            7.7                                       None   \n",
       "97            7.7                                       None   \n",
       "98            7.7                                       None   \n",
       "99            7.7                                       None   \n",
       "100           7.7                                       None   \n",
       "101           7.7                                       None   \n",
       "102           7.7                                       None   \n",
       "103           7.7                                       None   \n",
       "104           7.6                                       None   \n",
       "105           7.6                                       None   \n",
       "106           7.6                                       None   \n",
       "107           7.6                                       None   \n",
       "108           7.6                                       None   \n",
       "109           7.6                                       None   \n",
       "110           7.6                                       None   \n",
       "111           7.6                                       None   \n",
       "112           7.6                                       None   \n",
       "113           7.6                                       None   \n",
       "114           7.6                                       None   \n",
       "115           7.6                                       None   \n",
       "116           7.6                                       None   \n",
       "117           7.6                                       None   \n",
       "118           7.6                                       None   \n",
       "119           7.5                                       None   \n",
       "120           7.5                                       None   \n",
       "121           7.5                                       None   \n",
       "122           7.5                                       None   \n",
       "123           7.5                                       None   \n",
       "124           7.5                          The Fifth Element   \n",
       "125           7.5                                       None   \n",
       "126           7.5                                       None   \n",
       "127           7.5                                       None   \n",
       "128           7.5                                       None   \n",
       "129           7.5                                       None   \n",
       "130           7.5                                       None   \n",
       "131           7.5                                       None   \n",
       "132           7.5                                       None   \n",
       "133           7.5                                       None   \n",
       "134           7.5                                       None   \n",
       "135           7.5                                       None   \n",
       "136           7.5                                       None   \n",
       "137           7.5                                       None   \n",
       "138           7.5                                       None   \n",
       "139           7.4                                       None   \n",
       "140           7.4                                       None   \n",
       "141           7.4                                       None   \n",
       "142           7.4                                       None   \n",
       "143           7.4                                       None   \n",
       "144           7.4                                       None   \n",
       "145           7.4                                       None   \n",
       "146           7.4                                       None   \n",
       "147           7.4                                       None   \n",
       "148           7.4                                       None   \n",
       "149           7.4                                       None   \n",
       "150           7.4                                       None   \n",
       "151           7.4                                       None   \n",
       "152           7.4                                       None   \n",
       "153           7.4                                       None   \n",
       "154           7.4                                       None   \n",
       "155           7.4                                       None   \n",
       "156           7.4                                       None   \n",
       "157           7.4                                       None   \n",
       "158           7.4                                       None   \n",
       "159           7.4                                       None   \n",
       "160           7.3                                       None   \n",
       "161           7.3                                       None   \n",
       "162           7.3                                       None   \n",
       "163           7.3                                       None   \n",
       "164           7.3                                       None   \n",
       "165           7.3                                       None   \n",
       "166           7.3                                       None   \n",
       "167           7.3                                       None   \n",
       "168           7.3                                       None   \n",
       "169           7.3                                       None   \n",
       "170           7.3                                       None   \n",
       "171           7.3                                       None   \n",
       "172           7.3                                       None   \n",
       "173           7.3                                       None   \n",
       "174           7.3                                       None   \n",
       "175           7.3                                       None   \n",
       "176           7.2                                       None   \n",
       "177           7.2                                       None   \n",
       "178           7.2                                       None   \n",
       "179           7.2                                       None   \n",
       "180           7.2                                       None   \n",
       "181           7.2                                       None   \n",
       "182           7.2                                       None   \n",
       "183           7.2                                       None   \n",
       "184           7.2                                       None   \n",
       "185           7.2                                       None   \n",
       "186           7.2                                       None   \n",
       "187           7.2                                       None   \n",
       "188           7.2                                       None   \n",
       "189           7.2                                       None   \n",
       "190           7.2                                       None   \n",
       "191           7.2                                       None   \n",
       "192           7.1                                       None   \n",
       "193           7.1                                       None   \n",
       "194           7.1                                       None   \n",
       "195           7.1                                       None   \n",
       "196           7.1                                       None   \n",
       "197           7.1                                       None   \n",
       "198           7.1                                       None   \n",
       "199           7.1                                       None   \n",
       "200           7.1                                       None   \n",
       "201           7.1                                       None   \n",
       "202           7.1                                       None   \n",
       "203           7.1                                       None   \n",
       "204           7.1                                       None   \n",
       "205           7.1                                       None   \n",
       "206           7.1                                       None   \n",
       "207           7.1                                       None   \n",
       "208           7.1                                       None   \n",
       "209           7.1                                       None   \n",
       "210           7.0                                       None   \n",
       "211           7.0                                       None   \n",
       "212           7.0                                       None   \n",
       "213           7.0                                       None   \n",
       "214           7.0                                       None   \n",
       "215           7.0                                       None   \n",
       "216           7.0                                       None   \n",
       "217           7.0                                       None   \n",
       "218           7.0                                       None   \n",
       "219           7.0                                       None   \n",
       "220           7.0                                       None   \n",
       "221           7.0                                       None   \n",
       "222           6.9                                       None   \n",
       "223           6.9                                       None   \n",
       "224           6.9                                       None   \n",
       "225           6.9                                       None   \n",
       "226           6.9                                       None   \n",
       "227           6.9                                       None   \n",
       "228           6.9                                       None   \n",
       "229           6.9                                       None   \n",
       "230           6.9                                       None   \n",
       "231           6.9                                       None   \n",
       "232           6.9                                       None   \n",
       "233           6.9                                       None   \n",
       "234           6.9                                       None   \n",
       "235           6.9                                       None   \n",
       "236           6.8                                       None   \n",
       "237           6.8                                       None   \n",
       "238           6.8                                       None   \n",
       "239           6.8                                       None   \n",
       "240           6.8                                       None   \n",
       "241           6.8                                       None   \n",
       "242           6.8                                       None   \n",
       "243           6.8                                       None   \n",
       "244           6.8                                       None   \n",
       "245           6.8                                       None   \n",
       "246           6.8                                       None   \n",
       "247           6.8                                       None   \n",
       "248           6.8                                       None   \n",
       "249           6.8                                       None   \n",
       "250           6.8                                       None   \n",
       "251           6.8                                       None   \n",
       "252           6.8                                       None   \n",
       "253           6.8                                       None   \n",
       "254           6.7                                       None   \n",
       "255           6.7                                       None   \n",
       "256           6.7                                       None   \n",
       "257           6.7                                       None   \n",
       "258           6.7                                       None   \n",
       "259           6.7                                       None   \n",
       "260           6.7                                       None   \n",
       "261           6.7                                       None   \n",
       "262           6.7                                       None   \n",
       "263           6.7                                       None   \n",
       "264           6.7                                       None   \n",
       "265           6.6                                       None   \n",
       "266           6.6                                       None   \n",
       "267           6.6                                       None   \n",
       "268           6.6                                       None   \n",
       "269           6.6                                       None   \n",
       "270           6.6                                       None   \n",
       "271           6.6                                       None   \n",
       "272           6.6                                       None   \n",
       "273           6.6                                       None   \n",
       "274           6.6                                       None   \n",
       "275           6.6                                       None   \n",
       "276           6.6                                       None   \n",
       "277           6.6                                       None   \n",
       "278           6.6                                       None   \n",
       "279           6.5                                       None   \n",
       "280           6.5                                       None   \n",
       "281           6.5                                       None   \n",
       "282           6.5                                       None   \n",
       "283           6.5                                       None   \n",
       "284           6.5                                       None   \n",
       "285           6.5                                       None   \n",
       "286           6.5                                       None   \n",
       "287           6.5                                       None   \n",
       "288           6.5                                       None   \n",
       "289           6.5                                       None   \n",
       "290           6.5                                       None   \n",
       "291           6.5                                      Crash   \n",
       "292           6.5                                       None   \n",
       "293           6.4                                       None   \n",
       "294           6.4                                       None   \n",
       "295           6.4                                       None   \n",
       "296           6.4                                       None   \n",
       "297           6.4                                       None   \n",
       "298           6.4                                       None   \n",
       "299           6.4                                       None   \n",
       "300           6.4                                       None   \n",
       "301           6.4                                       None   \n",
       "302           6.4                                       None   \n",
       "303           6.4                                       None   \n",
       "304           6.4                                       None   \n",
       "305           6.3                                       None   \n",
       "306           6.3                                       None   \n",
       "307           6.3                                       None   \n",
       "308           6.3                                       None   \n",
       "309           6.3                                       None   \n",
       "310           6.3                                       None   \n",
       "311           6.3                                  Insurgent   \n",
       "312           6.3                                       None   \n",
       "313           6.3                                       None   \n",
       "314           6.3                                       None   \n",
       "315           6.3                                       None   \n",
       "316           6.3                                   Warcraft   \n",
       "317           6.3                                       None   \n",
       "318           6.3                                       None   \n",
       "319           6.3                                       None   \n",
       "320           6.3                                Tomb Raider   \n",
       "321           6.2                                       None   \n",
       "322           6.2                                       None   \n",
       "323           6.2                                       None   \n",
       "324           6.2                                       None   \n",
       "325           6.2                                       None   \n",
       "326           6.2                                       None   \n",
       "327           6.2                                       None   \n",
       "328           6.2                                       None   \n",
       "329           6.2                                       None   \n",
       "330           6.2                                       None   \n",
       "331           6.2                                       None   \n",
       "332           6.2                                       None   \n",
       "333           6.2                                       None   \n",
       "334           6.2                                       None   \n",
       "335           6.1                                       None   \n",
       "336           6.1                                       None   \n",
       "337           6.1                            The Expendables   \n",
       "338           6.1                                       None   \n",
       "339           6.1                                       None   \n",
       "340           6.0                                       None   \n",
       "341           6.0                                       None   \n",
       "342           6.0                                       None   \n",
       "343           6.0                                       None   \n",
       "344           6.0                         Ghost in the Shell   \n",
       "345           6.0                                       None   \n",
       "346           6.0                                       None   \n",
       "347           6.0                                       None   \n",
       "348           5.9                                       None   \n",
       "349           5.9                                       None   \n",
       "350           5.9                                       None   \n",
       "351           5.9                                       None   \n",
       "352           5.9                                       None   \n",
       "353           5.9                            Alien: Covenant   \n",
       "354           5.8                                       None   \n",
       "355           5.8                                       None   \n",
       "356           5.8                                       None   \n",
       "357           5.8                                       None   \n",
       "358           5.8         Batman v Superman: Dawn of Justice   \n",
       "359           5.8                                       None   \n",
       "360           5.8                        Clash of the Titans   \n",
       "361           5.7                                 Battleship   \n",
       "362           5.7                                       None   \n",
       "363           5.7                                       None   \n",
       "364           5.6                                       None   \n",
       "365           5.5                                       None   \n",
       "366           5.5                                       None   \n",
       "367           5.4                                       None   \n",
       "368           5.2                                       None   \n",
       "369           5.1                                       None   \n",
       "370           4.8                                       None   \n",
       "371           4.6                                       None   \n",
       "372           4.4                                       None   \n",
       "373           0.0                                       None   \n",
       "374           0.0                                       None   \n",
       "375           0.0                                       None   \n",
       "376           0.0                                       None   \n",
       "377           NaN                           12 Years a Slave   \n",
       "378           NaN                                 7th Heaven   \n",
       "379           NaN                           A Beautiful Mind   \n",
       "380           NaN                              A Double Life   \n",
       "381           NaN                        A Fish Called Wanda   \n",
       "382           NaN                                A Free Soul   \n",
       "383           NaN                    A Letter to Three Wives   \n",
       "384           NaN                      A Man For All Seasons   \n",
       "385           NaN                         A Passage to India   \n",
       "386           NaN                            A Patch of Blue   \n",
       "387           NaN                         A Place in the Sun   \n",
       "388           NaN                   A Streetcar Named Desire   \n",
       "389           NaN                          A Thousand Clowns   \n",
       "390           NaN                           A Touch of Class   \n",
       "391           NaN                   A Tree Grows in Brooklyn   \n",
       "392           NaN                                 Adaptation   \n",
       "393           NaN                                 Affliction   \n",
       "394           NaN                                    Airport   \n",
       "395           NaN            Alice Doesn't Live Here Anymore   \n",
       "396           NaN                              All About Eve   \n",
       "397           NaN             All Quiet on the Western Front   \n",
       "398           NaN                         All The King's Men   \n",
       "399           NaN                    All the President's Men   \n",
       "400           NaN                                    Amadeus   \n",
       "401           NaN                 An Officer and a Gentleman   \n",
       "402           NaN                                  Anastasia   \n",
       "403           NaN                                 Annie Hall   \n",
       "404           NaN                            Anthony Adverse   \n",
       "405           NaN                                     Arthur   \n",
       "406           NaN                         As Good as It Gets   \n",
       "407           NaN                                   Bad Girl   \n",
       "408           NaN                                  Beginning   \n",
       "409           NaN                                Being There   \n",
       "410           NaN                                    Ben-hur   \n",
       "411           NaN                                 Black Swan   \n",
       "412           NaN                               Blue Jasmine   \n",
       "413           NaN                                   Blue Sky   \n",
       "414           NaN                           Bonnie and Clyde   \n",
       "415           NaN                 Born on the Fourth of July   \n",
       "416           NaN                             Born Yesterday   \n",
       "417           NaN                             Boys Don't Cry   \n",
       "418           NaN                                  Boys Town   \n",
       "419           NaN                         Brokeback Mountain   \n",
       "420           NaN                      Bullets Over Broadway   \n",
       "421           NaN                              Butterfield 8   \n",
       "422           NaN                       Butterflies Are Free   \n",
       "423           NaN                                    Cabaret   \n",
       "424           NaN                              Cactus Flower   \n",
       "425           NaN                           California Suite   \n",
       "426           NaN                                     Capote   \n",
       "427           NaN                        Captains Courageous   \n",
       "428           NaN                                 Casablanca   \n",
       "429           NaN                                 Cat Ballou   \n",
       "430           NaN                                  Cavalcade   \n",
       "431           NaN                                     Charly   \n",
       "432           NaN                                    Chicago   \n",
       "433           NaN                   Children of a Lesser God   \n",
       "434           NaN                              City Slickers   \n",
       "435           NaN                      Coal Miner's Daughter   \n",
       "436           NaN                                     Cocoon   \n",
       "437           NaN                              Cold Mountain   \n",
       "438           NaN                            Come and Get It   \n",
       "439           NaN                    Come Back, Little Sheba   \n",
       "440           NaN                                Coming Home   \n",
       "441           NaN                             Cool Hand Luke   \n",
       "442           NaN                                   Coquette   \n",
       "443           NaN                                Crazy Heart   \n",
       "444           NaN                         Cyrano de Bergerac   \n",
       "445           NaN                         Dallas Buyers Club   \n",
       "446           NaN                         Dances with Wolves   \n",
       "447           NaN                                  Dangerous   \n",
       "448           NaN                                    Darling   \n",
       "449           NaN                           Dead Man Walking   \n",
       "450           NaN                                   Desraeli   \n",
       "451           NaN                           Django Unchained   \n",
       "452           NaN                                 Dreamgirls   \n",
       "453           NaN                         Driving Miss Daisy   \n",
       "454           NaN                               East of Eden   \n",
       "455           NaN                                    Ed Wood   \n",
       "456           NaN                               Elmer Gantry   \n",
       "457           NaN                            Erin Brockovich   \n",
       "458           NaN                                      Fargo   \n",
       "459           NaN                    For Whom the Bell Tolls   \n",
       "460           NaN                      From Here to Eternity   \n",
       "461           NaN                                 Funny Girl   \n",
       "462           NaN                                     Gandhi   \n",
       "463           NaN                                   Gaslight   \n",
       "464           NaN                      Gentleman's Agreement   \n",
       "465           NaN                                      Ghost   \n",
       "466           NaN                                      Giant   \n",
       "467           NaN                                       Gigi   \n",
       "468           NaN                          Girl, Interrupted   \n",
       "469           NaN                                      Glory   \n",
       "470           NaN                               Going My Way   \n",
       "471           NaN                         Gone with the Wind   \n",
       "472           NaN                                Good Fellas   \n",
       "473           NaN                          Good Will Hunting   \n",
       "474           NaN                          Goodbye Mr. Chips   \n",
       "475           NaN               Guess Who's Coming to Dinner   \n",
       "476           NaN                                     Hamlet   \n",
       "477           NaN                     Hannah and Her Sisters   \n",
       "478           NaN                            Harry and Tonto   \n",
       "479           NaN                                     Harvey   \n",
       "480           NaN                                  High Noon   \n",
       "481           NaN                    How Green Was My Valley   \n",
       "482           NaN                                Howards End   \n",
       "483           NaN                                        Hud   \n",
       "484           NaN                            I Want To Live!   \n",
       "485           NaN                             In Old Arizona   \n",
       "486           NaN                             In Old Chicago   \n",
       "487           NaN                   In the Heat of the Night   \n",
       "488           NaN                                       Iris   \n",
       "489           NaN                      It Happened One Night   \n",
       "490           NaN                              Jerry Maguire   \n",
       "491           NaN                                    Jezebel   \n",
       "492           NaN                             Johnny Belinda   \n",
       "493           NaN                               Johnny Eager   \n",
       "494           NaN                     Judgement at Nuremberg   \n",
       "495           NaN                                      Julia   \n",
       "496           NaN                                   Kentucky   \n",
       "497           NaN                                  Key Largo   \n",
       "498           NaN                   Kiss of the Spider Woman   \n",
       "499           NaN                                Kitty Foyle   \n",
       "500           NaN                                      Klute   \n",
       "501           NaN                          Kramer vs. Kramer   \n",
       "502           NaN                          L.A. Confidential   \n",
       "503           NaN                         Lawrence of Arabia   \n",
       "504           NaN                          Leaving Las Vegas   \n",
       "505           NaN                           Les Miserarables   \n",
       "506           NaN                          Life is Beautiful   \n",
       "507           NaN                                 Life of Pi   \n",
       "508           NaN                        Lilies of the Field   \n",
       "509           NaN                                    Lincoln   \n",
       "510           NaN                       Little Miss Sunshine   \n",
       "511           NaN                              Lust for Life   \n",
       "512           NaN                                      Marty   \n",
       "513           NaN                               Mary Poppins   \n",
       "514           NaN                          Melvin and Howard   \n",
       "515           NaN                            Michael Clayton   \n",
       "516           NaN                            Midnight Cowboy   \n",
       "517           NaN                           Mighty Aphrodite   \n",
       "518           NaN                             Mildred Pierce   \n",
       "519           NaN                                       Milk   \n",
       "520           NaN                        Million Dollar Baby   \n",
       "521           NaN                               Min and Bill   \n",
       "522           NaN                     Miracle on 34th Street   \n",
       "523           NaN                                     Misery   \n",
       "524           NaN                             Mister Roberts   \n",
       "525           NaN                                    Monster   \n",
       "526           NaN                             Monster's Ball   \n",
       "527           NaN                                 Moonstruck   \n",
       "528           NaN                              Morning Glory   \n",
       "529           NaN                     Mr. Deeds Goes to Town   \n",
       "530           NaN                               Mrs. Miniver   \n",
       "531           NaN               Murder on the Orient Express   \n",
       "532           NaN                            My Cousin Vinny   \n",
       "533           NaN                               My Fair Lady   \n",
       "534           NaN                               My Left Foot   \n",
       "535           NaN                               Mystic River   \n",
       "536           NaN                            National Velvet   \n",
       "537           NaN                                    Network   \n",
       "538           NaN                  None but the Lonely Heart   \n",
       "539           NaN                                  Norma Rae   \n",
       "540           NaN                                    Oliver!   \n",
       "541           NaN                             On Golden Pond   \n",
       "542           NaN                          On the Waterfront   \n",
       "543           NaN            One Flew Over the Cuckoo's Nest   \n",
       "544           NaN                            Ordinary People   \n",
       "545           NaN                            Oridnary People   \n",
       "546           NaN                              Out of Africa   \n",
       "547           NaN                                 Paper Moon   \n",
       "548           NaN                                     Patton   \n",
       "549           NaN                               Philadelphia   \n",
       "550           NaN                        Places in the Heart   \n",
       "551           NaN                                    Platoon   \n",
       "552           NaN                                    Pollock   \n",
       "553           NaN                                   Precious   \n",
       "554           NaN                             Prizzi's Honor   \n",
       "555           NaN                                Raging Bull   \n",
       "556           NaN                                   Rain Man   \n",
       "557           NaN                                    Rainman   \n",
       "558           NaN                                        Ray   \n",
       "559           NaN                                       Reds   \n",
       "560           NaN                        Reversal of Fortune   \n",
       "561           NaN                                      Rocky   \n",
       "562           NaN                              Roman Holiday   \n",
       "563           NaN                            Room at the Top   \n",
       "564           NaN                            Rosemary's Baby   \n",
       "565           NaN                            Ryan's Daughter   \n",
       "566           NaN                             Save the Tiger   \n",
       "567           NaN                                   Sayonara   \n",
       "568           NaN                           Scent of a Woman   \n",
       "569           NaN                            Separate Tables   \n",
       "570           NaN                              Sergeant York   \n",
       "571           NaN                        Shakespeare in Love   \n",
       "572           NaN                                    Shampoo   \n",
       "573           NaN                                      Shine   \n",
       "574           NaN                       Silence of the Lambs   \n",
       "575           NaN                    Silver Linings Playbook   \n",
       "576           NaN                                     Skippy   \n",
       "577           NaN                        Slumdog Millionaire   \n",
       "578           NaN                            Sophie's Choice   \n",
       "579           NaN                                  Spartacus   \n",
       "580           NaN                                 Stagecoach   \n",
       "581           NaN                                  Stalag 17   \n",
       "582           NaN                                  Suspicion   \n",
       "583           NaN                        Sweet Bird of Youth   \n",
       "584           NaN                                    Syriana   \n",
       "585           NaN                             Tender Mercies   \n",
       "586           NaN                        Terms of Endearment   \n",
       "587           NaN                     The Accidental Tourist   \n",
       "588           NaN                                The Accused   \n",
       "589           NaN                           The Africa Queen   \n",
       "590           NaN                              The Apartment   \n",
       "591           NaN                                 The Artist   \n",
       "592           NaN                                The Aviator   \n",
       "593           NaN                            The Awful Truth   \n",
       "594           NaN                  The Bad and the Beautiful   \n",
       "595           NaN                      The Barefoot Contessa   \n",
       "596           NaN                The Best Years of Our Lives   \n",
       "597           NaN                            The Big Country   \n",
       "598           NaN                             The Blind Side   \n",
       "599           NaN               The Bridge on the River Kwai   \n",
       "600           NaN                                  The Champ   \n",
       "601           NaN                      The Cider House Rules   \n",
       "602           NaN                         The Color of Money   \n",
       "603           NaN                      The Constant Gardener   \n",
       "604           NaN                           The Country Girl   \n",
       "605           NaN                            The Deer Hunter   \n",
       "606           NaN                               The Departed   \n",
       "607           NaN                    The Diary of Anne Frank   \n",
       "608           NaN                            The Divine Lady   \n",
       "609           NaN                               The Divorcee   \n",
       "610           NaN                        The English Patient   \n",
       "611           NaN                      The Farmer's Daughter   \n",
       "612           NaN                                The Fighter   \n",
       "613           NaN                            The Fisher King   \n",
       "614           NaN                         The Fortune Cookie   \n",
       "615           NaN                      The French Connection   \n",
       "616           NaN                               The Fugitive   \n",
       "617           NaN                      The Godfather Part II   \n",
       "618           NaN                             The Good Earth   \n",
       "619           NaN                           The Goodbye Girl   \n",
       "620           NaN                               The Graduate   \n",
       "621           NaN                        The Grapes of Wrath   \n",
       "622           NaN                              The Great Lie   \n",
       "623           NaN                         The Great Ziegfeld   \n",
       "624           NaN                                The Heiress   \n",
       "625           NaN                                   The Help   \n",
       "626           NaN                                  The Hours   \n",
       "627           NaN                            The Hurt Locker   \n",
       "628           NaN                               The Informer   \n",
       "629           NaN                              The Iron Lady   \n",
       "630           NaN                         The Killing Fields   \n",
       "631           NaN                             The King and I   \n",
       "632           NaN                          The King's Speech   \n",
       "633           NaN                           The Last Command   \n",
       "634           NaN                           The Last Emperor   \n",
       "635           NaN                  The Last King of Scotland   \n",
       "636           NaN                      The Last Picture Show   \n",
       "637           NaN                     The Life of Emile Zola   \n",
       "638           NaN                         The Lion in Winter   \n",
       "639           NaN  The Lord of the Rings: Return of the King   \n",
       "640           NaN                           The Lost Weekend   \n",
       "641           NaN                         The Miracle Worker   \n",
       "642           NaN                       The More the Merrier   \n",
       "643           NaN                            The Paper Chase   \n",
       "644           NaN          The Passionate Life of Edith Piaf   \n",
       "645           NaN                     The Philadelphia Story   \n",
       "646           NaN                                The Pianist   \n",
       "647           NaN                                  The Piano   \n",
       "648           NaN              The Prime of Miss Jean Brodie   \n",
       "649           NaN             The Private Life of Henry VIII   \n",
       "650           NaN                                  The Queen   \n",
       "651           NaN                              The Quiet Man   \n",
       "652           NaN                           The Razor's Edge   \n",
       "653           NaN                                 The Reader   \n",
       "654           NaN                            The Rose Tattoo   \n",
       "655           NaN                   The Silence of the Lambs   \n",
       "656           NaN                 The Sin of Madelon Claudet   \n",
       "657           NaN                     The Song of Bernadette   \n",
       "658           NaN                         The Sound of Music   \n",
       "659           NaN                                  The Sting   \n",
       "660           NaN                 The Story of Louis Pasteur   \n",
       "661           NaN                      The Subject Was Roses   \n",
       "662           NaN                          The Sunshine Boys   \n",
       "663           NaN                     The Three Faces of Eve   \n",
       "664           NaN           The Treasure of the Sierra Madre   \n",
       "665           NaN                      The Trip to Bountiful   \n",
       "666           NaN                           The Untouchables   \n",
       "667           NaN                         The Usual Suspects   \n",
       "668           NaN                                the V.I.P.s   \n",
       "669           NaN                              The Westerner   \n",
       "670           NaN             The Year of Living Dangerously   \n",
       "671           NaN                        There Will Be Blood   \n",
       "672           NaN             They Shoot Horses, Don't They?   \n",
       "673           NaN                            To Each His Own   \n",
       "674           NaN                      To Kill a Mockingbird   \n",
       "675           NaN                                  Tom Jones   \n",
       "676           NaN                                    Tootsie   \n",
       "677           NaN                                    Topkapi   \n",
       "678           NaN                                    Traffic   \n",
       "679           NaN                               Training Day   \n",
       "680           NaN                                  True Grit   \n",
       "681           NaN                        Twelve O'Clock High   \n",
       "682           NaN                        Two Arabian Knights   \n",
       "683           NaN                                  Two Women   \n",
       "684           NaN                                 Unforgiven   \n",
       "685           NaN                   Vicky Cristina Barcelona   \n",
       "686           NaN                               Viva Zapata!   \n",
       "687           NaN                              Walk the Line   \n",
       "688           NaN                                Wall Street   \n",
       "689           NaN                         Watch on the Rhine   \n",
       "690           NaN                            West Side Story   \n",
       "691           NaN            Who's Afraid of Virginia Woolf?   \n",
       "692           NaN                              Women in Love   \n",
       "693           NaN                        Written on the Wind   \n",
       "694           NaN                        Yankee Doodle Dandy   \n",
       "695           NaN                 You Can't Take It with You   \n",
       "696           NaN                            Zorba the Greek   \n",
       "697           NaN                                       Troy   \n",
       "698           NaN                                       Dune   \n",
       "699           NaN                                Equilibrium   \n",
       "700           NaN                                     McBain   \n",
       "701           NaN                                       Hero   \n",
       "702           NaN                                     Versus   \n",
       "703           NaN                                      Blade   \n",
       "704           NaN                                   Blade II   \n",
       "705           NaN                              Delta Force 2   \n",
       "706           NaN                                   Commando   \n",
       "707           NaN                               Total Recall   \n",
       "708           NaN                                  True Lies   \n",
       "709           NaN                                     Sahara   \n",
       "710           NaN                                   Predator   \n",
       "711           NaN                                Bad Boys II   \n",
       "712           NaN                                Under Siege   \n",
       "\n",
       "               Oscarcategory                    Name  Yearofaward  \n",
       "0                       None                    None          NaN  \n",
       "1                       None                    None          NaN  \n",
       "2                 Best Actor           Marlon Brando       1973.0  \n",
       "3                       None                    None          NaN  \n",
       "4              Best Director        Steven Spielberg       1994.0  \n",
       "5                       None                    None          NaN  \n",
       "6                       None                    None          NaN  \n",
       "7                       None                    None          NaN  \n",
       "8                       None                    None          NaN  \n",
       "9                       None                    None          NaN  \n",
       "10                      None                    None          NaN  \n",
       "11                Best Actor               Tom Hanks       1995.0  \n",
       "12                      None                    None          NaN  \n",
       "13     Best Supporting Actor            Heath Ledger       2009.0  \n",
       "14                      None                    None          NaN  \n",
       "15                      None                    None          NaN  \n",
       "16                      None                    None          NaN  \n",
       "17                      None                    None          NaN  \n",
       "18                      None                    None          NaN  \n",
       "19                      None                    None          NaN  \n",
       "20                      None                    None          NaN  \n",
       "21                      None                    None          NaN  \n",
       "22                      None                    None          NaN  \n",
       "23                      None                    None          NaN  \n",
       "24                      None                    None          NaN  \n",
       "25                      None                    None          NaN  \n",
       "26                      None                    None          NaN  \n",
       "27                      None                    None          NaN  \n",
       "28                      None                    None          NaN  \n",
       "29                      None                    None          NaN  \n",
       "30                      None                    None          NaN  \n",
       "31                      None                    None          NaN  \n",
       "32                      None                    None          NaN  \n",
       "33     Best Supporting Actor         Christoph Waltz       2010.0  \n",
       "34                      None                    None          NaN  \n",
       "35                Best Actor           Russell Crowe       2001.0  \n",
       "36                      None                    None          NaN  \n",
       "37                      None                    None          NaN  \n",
       "38                      None                    None          NaN  \n",
       "39                      None                    None          NaN  \n",
       "40                      None                    None          NaN  \n",
       "41                      None                    None          NaN  \n",
       "42             Best Director        Steven Spielberg       1999.0  \n",
       "43                      None                    None          NaN  \n",
       "44                      None                    None          NaN  \n",
       "45                      None                    None          NaN  \n",
       "46                      None                    None          NaN  \n",
       "47                      None                    None          NaN  \n",
       "48                      None                    None          NaN  \n",
       "49                      None                    None          NaN  \n",
       "50                      None                    None          NaN  \n",
       "51                      None                    None          NaN  \n",
       "52             Best Director                    None       2003.0  \n",
       "53                      None                    None          NaN  \n",
       "54                      None                    None          NaN  \n",
       "55                      None                    None          NaN  \n",
       "56                Best Actor            Kevin Spacey       2000.0  \n",
       "57                      None                    None          NaN  \n",
       "58                      None                    None          NaN  \n",
       "59                      None                    None          NaN  \n",
       "60                      None                    None          NaN  \n",
       "61                      None                    None          NaN  \n",
       "62                      None                    None          NaN  \n",
       "63                      None                    None          NaN  \n",
       "64                      None                    None          NaN  \n",
       "65                      None                    None          NaN  \n",
       "66                      None                    None          NaN  \n",
       "67     Best Supporting Actor           Javier Bardem       2008.0  \n",
       "68             Best Director              Mel Gibson       1996.0  \n",
       "69                      None                    None          NaN  \n",
       "70                      None                    None          NaN  \n",
       "71                      None                    None          NaN  \n",
       "72                      None                    None          NaN  \n",
       "73                      None                    None          NaN  \n",
       "74                      None                    None          NaN  \n",
       "75                      None                    None          NaN  \n",
       "76                      None                    None          NaN  \n",
       "77                      None                    None          NaN  \n",
       "78                      None                    None          NaN  \n",
       "79                      None                    None          NaN  \n",
       "80                      None                    None          NaN  \n",
       "81             Best Director           James Cameron       1998.0  \n",
       "82                      None                    None          NaN  \n",
       "83                      None                    None          NaN  \n",
       "84                      None                    None          NaN  \n",
       "85                      None                    None          NaN  \n",
       "86                      None                    None          NaN  \n",
       "87                      None                    None          NaN  \n",
       "88                      None                    None          NaN  \n",
       "89                      None                    None          NaN  \n",
       "90                      None                    None          NaN  \n",
       "91                      None                    None          NaN  \n",
       "92                      None                    None          NaN  \n",
       "93                      None                    None          NaN  \n",
       "94                      None                    None          NaN  \n",
       "95                      None                    None          NaN  \n",
       "96                      None                    None          NaN  \n",
       "97                      None                    None          NaN  \n",
       "98                      None                    None          NaN  \n",
       "99                      None                    None          NaN  \n",
       "100                     None                    None          NaN  \n",
       "101                     None                    None          NaN  \n",
       "102                     None                    None          NaN  \n",
       "103                     None                    None          NaN  \n",
       "104                     None                    None          NaN  \n",
       "105                     None                    None          NaN  \n",
       "106                     None                    None          NaN  \n",
       "107                     None                    None          NaN  \n",
       "108                     None                    None          NaN  \n",
       "109                     None                    None          NaN  \n",
       "110                     None                    None          NaN  \n",
       "111                     None                    None          NaN  \n",
       "112                     None                    None          NaN  \n",
       "113                     None                    None          NaN  \n",
       "114                     None                    None          NaN  \n",
       "115                     None                    None          NaN  \n",
       "116                     None                    None          NaN  \n",
       "117                     None                    None          NaN  \n",
       "118                     None                    None          NaN  \n",
       "119                     None                    None          NaN  \n",
       "120                     None                    None          NaN  \n",
       "121                     None                    None          NaN  \n",
       "122                     None                    None          NaN  \n",
       "123                     None                    None          NaN  \n",
       "124            Best Director                    None       1997.0  \n",
       "125                     None                    None          NaN  \n",
       "126                     None                    None          NaN  \n",
       "127                     None                    None          NaN  \n",
       "128                     None                    None          NaN  \n",
       "129                     None                    None          NaN  \n",
       "130                     None                    None          NaN  \n",
       "131                     None                    None          NaN  \n",
       "132                     None                    None          NaN  \n",
       "133                     None                    None          NaN  \n",
       "134                     None                    None          NaN  \n",
       "135                     None                    None          NaN  \n",
       "136                     None                    None          NaN  \n",
       "137                     None                    None          NaN  \n",
       "138                     None                    None          NaN  \n",
       "139                     None                    None          NaN  \n",
       "140                     None                    None          NaN  \n",
       "141                     None                    None          NaN  \n",
       "142                     None                    None          NaN  \n",
       "143                     None                    None          NaN  \n",
       "144                     None                    None          NaN  \n",
       "145                     None                    None          NaN  \n",
       "146                     None                    None          NaN  \n",
       "147                     None                    None          NaN  \n",
       "148                     None                    None          NaN  \n",
       "149                     None                    None          NaN  \n",
       "150                     None                    None          NaN  \n",
       "151                     None                    None          NaN  \n",
       "152                     None                    None          NaN  \n",
       "153                     None                    None          NaN  \n",
       "154                     None                    None          NaN  \n",
       "155                     None                    None          NaN  \n",
       "156                     None                    None          NaN  \n",
       "157                     None                    None          NaN  \n",
       "158                     None                    None          NaN  \n",
       "159                     None                    None          NaN  \n",
       "160                     None                    None          NaN  \n",
       "161                     None                    None          NaN  \n",
       "162                     None                    None          NaN  \n",
       "163                     None                    None          NaN  \n",
       "164                     None                    None          NaN  \n",
       "165                     None                    None          NaN  \n",
       "166                     None                    None          NaN  \n",
       "167                     None                    None          NaN  \n",
       "168                     None                    None          NaN  \n",
       "169                     None                    None          NaN  \n",
       "170                     None                    None          NaN  \n",
       "171                     None                    None          NaN  \n",
       "172                     None                    None          NaN  \n",
       "173                     None                    None          NaN  \n",
       "174                     None                    None          NaN  \n",
       "175                     None                    None          NaN  \n",
       "176                     None                    None          NaN  \n",
       "177                     None                    None          NaN  \n",
       "178                     None                    None          NaN  \n",
       "179                     None                    None          NaN  \n",
       "180                     None                    None          NaN  \n",
       "181                     None                    None          NaN  \n",
       "182                     None                    None          NaN  \n",
       "183                     None                    None          NaN  \n",
       "184                     None                    None          NaN  \n",
       "185                     None                    None          NaN  \n",
       "186                     None                    None          NaN  \n",
       "187                     None                    None          NaN  \n",
       "188                     None                    None          NaN  \n",
       "189                     None                    None          NaN  \n",
       "190                     None                    None          NaN  \n",
       "191                     None                    None          NaN  \n",
       "192                     None                    None          NaN  \n",
       "193                     None                    None          NaN  \n",
       "194                     None                    None          NaN  \n",
       "195                     None                    None          NaN  \n",
       "196                     None                    None          NaN  \n",
       "197                     None                    None          NaN  \n",
       "198                     None                    None          NaN  \n",
       "199                     None                    None          NaN  \n",
       "200                     None                    None          NaN  \n",
       "201                     None                    None          NaN  \n",
       "202                     None                    None          NaN  \n",
       "203                     None                    None          NaN  \n",
       "204                     None                    None          NaN  \n",
       "205                     None                    None          NaN  \n",
       "206                     None                    None          NaN  \n",
       "207                     None                    None          NaN  \n",
       "208                     None                    None          NaN  \n",
       "209                     None                    None          NaN  \n",
       "210                     None                    None          NaN  \n",
       "211                     None                    None          NaN  \n",
       "212                     None                    None          NaN  \n",
       "213                     None                    None          NaN  \n",
       "214                     None                    None          NaN  \n",
       "215                     None                    None          NaN  \n",
       "216                     None                    None          NaN  \n",
       "217                     None                    None          NaN  \n",
       "218                     None                    None          NaN  \n",
       "219                     None                    None          NaN  \n",
       "220                     None                    None          NaN  \n",
       "221                     None                    None          NaN  \n",
       "222                     None                    None          NaN  \n",
       "223                     None                    None          NaN  \n",
       "224                     None                    None          NaN  \n",
       "225                     None                    None          NaN  \n",
       "226                     None                    None          NaN  \n",
       "227                     None                    None          NaN  \n",
       "228                     None                    None          NaN  \n",
       "229                     None                    None          NaN  \n",
       "230                     None                    None          NaN  \n",
       "231                     None                    None          NaN  \n",
       "232                     None                    None          NaN  \n",
       "233                     None                    None          NaN  \n",
       "234                     None                    None          NaN  \n",
       "235                     None                    None          NaN  \n",
       "236                     None                    None          NaN  \n",
       "237                     None                    None          NaN  \n",
       "238                     None                    None          NaN  \n",
       "239                     None                    None          NaN  \n",
       "240                     None                    None          NaN  \n",
       "241                     None                    None          NaN  \n",
       "242                     None                    None          NaN  \n",
       "243                     None                    None          NaN  \n",
       "244                     None                    None          NaN  \n",
       "245                     None                    None          NaN  \n",
       "246                     None                    None          NaN  \n",
       "247                     None                    None          NaN  \n",
       "248                     None                    None          NaN  \n",
       "249                     None                    None          NaN  \n",
       "250                     None                    None          NaN  \n",
       "251                     None                    None          NaN  \n",
       "252                     None                    None          NaN  \n",
       "253                     None                    None          NaN  \n",
       "254                     None                    None          NaN  \n",
       "255                     None                    None          NaN  \n",
       "256                     None                    None          NaN  \n",
       "257                     None                    None          NaN  \n",
       "258                     None                    None          NaN  \n",
       "259                     None                    None          NaN  \n",
       "260                     None                    None          NaN  \n",
       "261                     None                    None          NaN  \n",
       "262                     None                    None          NaN  \n",
       "263                     None                    None          NaN  \n",
       "264                     None                    None          NaN  \n",
       "265                     None                    None          NaN  \n",
       "266                     None                    None          NaN  \n",
       "267                     None                    None          NaN  \n",
       "268                     None                    None          NaN  \n",
       "269                     None                    None          NaN  \n",
       "270                     None                    None          NaN  \n",
       "271                     None                    None          NaN  \n",
       "272                     None                    None          NaN  \n",
       "273                     None                    None          NaN  \n",
       "274                     None                    None          NaN  \n",
       "275                     None                    None          NaN  \n",
       "276                     None                    None          NaN  \n",
       "277                     None                    None          NaN  \n",
       "278                     None                    None          NaN  \n",
       "279                     None                    None          NaN  \n",
       "280                     None                    None          NaN  \n",
       "281                     None                    None          NaN  \n",
       "282                     None                    None          NaN  \n",
       "283                     None                    None          NaN  \n",
       "284                     None                    None          NaN  \n",
       "285                     None                    None          NaN  \n",
       "286                     None                    None          NaN  \n",
       "287                     None                    None          NaN  \n",
       "288                     None                    None          NaN  \n",
       "289                     None                    None          NaN  \n",
       "290                     None                    None          NaN  \n",
       "291            Best Director                    None       1996.0  \n",
       "292                     None                    None          NaN  \n",
       "293                     None                    None          NaN  \n",
       "294                     None                    None          NaN  \n",
       "295                     None                    None          NaN  \n",
       "296                     None                    None          NaN  \n",
       "297                     None                    None          NaN  \n",
       "298                     None                    None          NaN  \n",
       "299                     None                    None          NaN  \n",
       "300                     None                    None          NaN  \n",
       "301                     None                    None          NaN  \n",
       "302                     None                    None          NaN  \n",
       "303                     None                    None          NaN  \n",
       "304                     None                    None          NaN  \n",
       "305                     None                    None          NaN  \n",
       "306                     None                    None          NaN  \n",
       "307                     None                    None          NaN  \n",
       "308                     None                    None          NaN  \n",
       "309                     None                    None          NaN  \n",
       "310                     None                    None          NaN  \n",
       "311            Best Director                    None       2015.0  \n",
       "312                     None                    None          NaN  \n",
       "313                     None                    None          NaN  \n",
       "314                     None                    None          NaN  \n",
       "315                     None                    None          NaN  \n",
       "316            Best Director                    None       2016.0  \n",
       "317                     None                    None          NaN  \n",
       "318                     None                    None          NaN  \n",
       "319                     None                    None          NaN  \n",
       "320            Best Director                    None       2018.0  \n",
       "321                     None                    None          NaN  \n",
       "322                     None                    None          NaN  \n",
       "323                     None                    None          NaN  \n",
       "324                     None                    None          NaN  \n",
       "325                     None                    None          NaN  \n",
       "326                     None                    None          NaN  \n",
       "327                     None                    None          NaN  \n",
       "328                     None                    None          NaN  \n",
       "329                     None                    None          NaN  \n",
       "330                     None                    None          NaN  \n",
       "331                     None                    None          NaN  \n",
       "332                     None                    None          NaN  \n",
       "333                     None                    None          NaN  \n",
       "334                     None                    None          NaN  \n",
       "335                     None                    None          NaN  \n",
       "336                     None                    None          NaN  \n",
       "337            Best Director                    None       2010.0  \n",
       "338                     None                    None          NaN  \n",
       "339                     None                    None          NaN  \n",
       "340                     None                    None          NaN  \n",
       "341                     None                    None          NaN  \n",
       "342                     None                    None          NaN  \n",
       "343                     None                    None          NaN  \n",
       "344            Best Director                    None       2017.0  \n",
       "345                     None                    None          NaN  \n",
       "346                     None                    None          NaN  \n",
       "347                     None                    None          NaN  \n",
       "348                     None                    None          NaN  \n",
       "349                     None                    None          NaN  \n",
       "350                     None                    None          NaN  \n",
       "351                     None                    None          NaN  \n",
       "352                     None                    None          NaN  \n",
       "353            Best Director                    None       2017.0  \n",
       "354                     None                    None          NaN  \n",
       "355                     None                    None          NaN  \n",
       "356                     None                    None          NaN  \n",
       "357                     None                    None          NaN  \n",
       "358            Best Director                    None       2016.0  \n",
       "359                     None                    None          NaN  \n",
       "360            Best Director                    None       2010.0  \n",
       "361            Best Director                    None       2012.0  \n",
       "362                     None                    None          NaN  \n",
       "363                     None                    None          NaN  \n",
       "364                     None                    None          NaN  \n",
       "365                     None                    None          NaN  \n",
       "366                     None                    None          NaN  \n",
       "367                     None                    None          NaN  \n",
       "368                     None                    None          NaN  \n",
       "369                     None                    None          NaN  \n",
       "370                     None                    None          NaN  \n",
       "371                     None                    None          NaN  \n",
       "372                     None                    None          NaN  \n",
       "373                     None                    None          NaN  \n",
       "374                     None                    None          NaN  \n",
       "375                     None                    None          NaN  \n",
       "376                     None                    None          NaN  \n",
       "377  Best Supporting Actress          Lupita Nyong'o       2014.0  \n",
       "378             Best Actress            Janet Gaynor       1929.0  \n",
       "379  Best Supporting Actress       Jennifer Connelly       2002.0  \n",
       "380               Best Actor           Ronald Colman       1948.0  \n",
       "381    Best Supporting Actor             Kevin Kline       1989.0  \n",
       "382               Best Actor        Lionel Barrymore       1931.0  \n",
       "383            Best Director    Joseph L. Mankiewicz       1950.0  \n",
       "384               Best Actor           Paul Scofield       1967.0  \n",
       "385  Best Supporting Actress          Peggy Ashcroft       1985.0  \n",
       "386  Best Supporting Actress         Shelley Winters       1966.0  \n",
       "387            Best Director          George Stevens       1952.0  \n",
       "388    Best Supporting Actor             Karl Malden       1952.0  \n",
       "389    Best Supporting Actor           Martin Balsam       1966.0  \n",
       "390             Best Actress          Glenda Jackson       1974.0  \n",
       "391    Best Supporting Actor              James Dunn       1946.0  \n",
       "392    Best Supporting Actor            Chris Cooper       2003.0  \n",
       "393    Best Supporting Actor            James Coburn       1999.0  \n",
       "394  Best Supporting Actress             Helen Hayes       1971.0  \n",
       "395             Best Actress           Ellen Burstyn       1975.0  \n",
       "396    Best Supporting Actor          George Sanders       1951.0  \n",
       "397            Best Director         Lewis Milestone       1931.0  \n",
       "398               Best Actor      Broderick Crawford       1950.0  \n",
       "399    Best Supporting Actor           Jason Robards       1977.0  \n",
       "400               Best Actor       F. Murray Abraham       1985.0  \n",
       "401    Best Supporting Actor        Lou Gossett, Jr.       1983.0  \n",
       "402             Best Actress          Ingrid Bergman       1957.0  \n",
       "403             Best Actress            Diane Keaton       1978.0  \n",
       "404  Best Supporting Actress        Gale Sondergaard       1937.0  \n",
       "405    Best Supporting Actor            John Gielgud       1982.0  \n",
       "406               Best Actor          Jack Nicholson       1997.0  \n",
       "407            Best Director           Frank Borzage       1933.0  \n",
       "408    Best Supporting Actor     Christopher Plummer       2012.0  \n",
       "409    Best Supporting Actor          Melvyn Douglas       1980.0  \n",
       "410               Best Actor         Charlton Heston       1960.0  \n",
       "411             Best Actress         Natalie Portman       2011.0  \n",
       "412             Best Actress          Cate Blanchett       2014.0  \n",
       "413             Best Actress           Jessica Lange       1995.0  \n",
       "414  Best Supporting Actress         Estelle Parsons       1968.0  \n",
       "415            Best Director            Oliver Stone       1990.0  \n",
       "416             Best Actress           Judy Holliday       1951.0  \n",
       "417             Best Actress            Hilary Swank       2000.0  \n",
       "418               Best Actor           Spencer Tracy       1939.0  \n",
       "419            Best Director                 Ang Lee       2006.0  \n",
       "420  Best Supporting Actress            Dianne Wiest       1995.0  \n",
       "421             Best Actress        Elizabeth Taylor       1961.0  \n",
       "422  Best Supporting Actress          Eileen Heckart       1973.0  \n",
       "423             Best Actress           Liza Minnelli       1973.0  \n",
       "424  Best Supporting Actress             Goldie Hawn       1970.0  \n",
       "425  Best Supporting Actress            Maggie Smith       1979.0  \n",
       "426               Best Actor  Philip Seymour Hoffman       2006.0  \n",
       "427               Best Actor           Spencer Tracy       1938.0  \n",
       "428            Best Director          Michael Curtiz       1944.0  \n",
       "429               Best Actor              Lee Marvin       1966.0  \n",
       "430            Best Director             Frank Lloyd       1934.0  \n",
       "431               Best Actor         Cliff Robertson       1969.0  \n",
       "432  Best Supporting Actress    Catherine Zeta-Jones       2003.0  \n",
       "433             Best Actress           Marlee Matlin       1987.0  \n",
       "434    Best Supporting Actor            Jack Palance       1992.0  \n",
       "435             Best Actress            Sissy Spacek       1981.0  \n",
       "436    Best Supporting Actor              Don Ameche       1986.0  \n",
       "437  Best Supporting Actress         Renee Zellweger       2004.0  \n",
       "438    Best Supporting Actor          Walter Brennan       1938.0  \n",
       "439             Best Actress           Shirley Booth       1953.0  \n",
       "440               Best Actor              Jon Voight       1979.0  \n",
       "441    Best Supporting Actor          George Kennedy       1968.0  \n",
       "442             Best Actress           Mary Pickford       1930.0  \n",
       "443               Best Actor            Jeff Bridges       2010.0  \n",
       "444               Best Actor             Jose Ferrer       1951.0  \n",
       "445               Best Actor     Matthew McConaughey       2014.0  \n",
       "446            Best Director           Kevin Costner       1991.0  \n",
       "447             Best Actress             Bette Davis       1936.0  \n",
       "448             Best Actress          Julie Christie       1966.0  \n",
       "449             Best Actress          Susan Sarandon       1996.0  \n",
       "450               Best Actor           George Arliss       1930.0  \n",
       "451    Best Supporting Actor         Christoph Waltz       2013.0  \n",
       "452  Best Supporting Actress         Jennifer Hudson       2007.0  \n",
       "453             Best Actress           Jessica Tandy       1990.0  \n",
       "454  Best Supporting Actress            Jo Van Fleet       1956.0  \n",
       "455    Best Supporting Actor           Martin Landau       1995.0  \n",
       "456               Best Actor          Burt Lancaster       1961.0  \n",
       "457             Best Actress           Julia Roberts       2001.0  \n",
       "458             Best Actress       Frances McDormand       1997.0  \n",
       "459  Best Supporting Actress          Katina Paxinou       1944.0  \n",
       "460    Best Supporting Actor           Frank Sinatra       1954.0  \n",
       "461             Best Actress        Barbra Streisand       1969.0  \n",
       "462               Best Actor            Ben Kingsley       1983.0  \n",
       "463             Best Actress          Ingrid Bergman       1945.0  \n",
       "464  Best Supporting Actress            Celeste Holm       1948.0  \n",
       "465  Best Supporting Actress         Whoopi Goldberg       1991.0  \n",
       "466            Best Director          George Stevens       1957.0  \n",
       "467            Best Director       Vincente Minnelli       1959.0  \n",
       "468  Best Supporting Actress          Angelina Jolie       2000.0  \n",
       "469    Best Supporting Actor       Denzel Washington       1990.0  \n",
       "470               Best Actor             Bing Crosby       1945.0  \n",
       "471             Best Actress            Vivien Leigh       1940.0  \n",
       "472    Best Supporting Actor               Joe Pesci       1991.0  \n",
       "473    Best Supporting Actor          Robin Williams       1998.0  \n",
       "474               Best Actor            Robert Donat       1940.0  \n",
       "475             Best Actress       Katharine Hepburn       1968.0  \n",
       "476               Best Actor        Laurence Olivier       1949.0  \n",
       "477    Best Supporting Actor           Michael Caine       1987.0  \n",
       "478               Best Actor              Art Carney       1975.0  \n",
       "479  Best Supporting Actress          Josephine Hull       1951.0  \n",
       "480               Best Actor             Gary Cooper       1953.0  \n",
       "481    Best Supporting Actor            Donald Crisp       1942.0  \n",
       "482             Best Actress           Emma Thompson       1993.0  \n",
       "483             Best Actress           Patricia Neal       1964.0  \n",
       "484             Best Actress           Susan Hayward       1959.0  \n",
       "485               Best Actor           Warner Baxter       1930.0  \n",
       "486  Best Supporting Actress             Alice Brady       1938.0  \n",
       "487               Best Actor             Rod Steiger       1968.0  \n",
       "488    Best Supporting Actor           Jim Broadbent       2002.0  \n",
       "489               Best Actor             Clark Gable       1935.0  \n",
       "490    Best Supporting Actor       Cuba Gooding, Jr.       1997.0  \n",
       "491             Best Actress             Bette Davis       1939.0  \n",
       "492             Best Actress              Jane Wyman       1949.0  \n",
       "493    Best Supporting Actor              Van Heflin       1943.0  \n",
       "494               Best Actor       Maximilian Schell       1962.0  \n",
       "495    Best Supporting Actor           Jason Robards       1978.0  \n",
       "496    Best Supporting Actor          Walter Brennan       1939.0  \n",
       "497  Best Supporting Actress           Claire Trevor       1949.0  \n",
       "498               Best Actor            William Hurt       1986.0  \n",
       "499             Best Actress           Ginger Rogers       1941.0  \n",
       "500             Best Actress              Jane Fonda       1972.0  \n",
       "501               Best Actor          Dustin Hoffman       1980.0  \n",
       "502  Best Supporting Actress            Kim Basinger       1998.0  \n",
       "503            Best Director              David Lean       1963.0  \n",
       "504               Best Actor            Nicolas Cage       1996.0  \n",
       "505  Best Supporting Actress           Anne Hathaway       2013.0  \n",
       "506               Best Actor         Roberto Benigni       1999.0  \n",
       "507            Best Director                 Ang Lee       2013.0  \n",
       "508               Best Actor          Sidney Poitier       1964.0  \n",
       "509               Best Actor        Daniel Day-Lewis       2013.0  \n",
       "510    Best Supporting Actor              Alan Arkin       2007.0  \n",
       "511    Best Supporting Actor           Anthony Quinn       1957.0  \n",
       "512               Best Actor         Ernest Borgnine       1956.0  \n",
       "513             Best Actress           Julie Andrews       1965.0  \n",
       "514  Best Supporting Actress        Mary Steenburgen       1981.0  \n",
       "515  Best Supporting Actress           Tilda Swinton       2007.0  \n",
       "516            Best Director        John Schlesinger       1969.0  \n",
       "517  Best Supporting Actress            Mira Sorvino       1996.0  \n",
       "518             Best Actress           Joan Crawford       1946.0  \n",
       "519               Best Actor               Sean Penn       2009.0  \n",
       "520             Best Actress            Hilary Swank       2005.0  \n",
       "521             Best Actress          Marie Dressler       1931.0  \n",
       "522    Best Supporting Actor            Edmund Gwenn       1948.0  \n",
       "523             Best Actress             Kathy Bates       1991.0  \n",
       "524    Best Supporting Actor             Jack Lemmon       1956.0  \n",
       "525             Best Actress         Charlize Theron       2004.0  \n",
       "526             Best Actress             Halle Berry       2002.0  \n",
       "527             Best Actress                    Cher       1988.0  \n",
       "528             Best Actress       Katharine Hepburn       1934.0  \n",
       "529            Best Director             Frank Capra       1937.0  \n",
       "530             Best Actress            Greer Garson       1942.0  \n",
       "531  Best Supporting Actress          Ingrid Bergman       1975.0  \n",
       "532  Best Supporting Actress            Marisa Tomei       1993.0  \n",
       "533               Best Actor            Rex Harrison       1965.0  \n",
       "534               Best Actor        Daniel Day-Lewis       1990.0  \n",
       "535               Best Actor               Sean Penn       2003.0  \n",
       "536  Best Supporting Actress             Anne Revere       1946.0  \n",
       "537               Best Actor             Peter Finch       1977.0  \n",
       "538  Best Supporting Actress         Ethel Barrymore       1945.0  \n",
       "539             Best Actress             Sally Field       1980.0  \n",
       "540            Best Director              Carol Reed       1969.0  \n",
       "541               Best Actor             Henry Fonda       1982.0  \n",
       "542               Best Actor           Marlon Brando       1955.0  \n",
       "543               Best Actor          Jack Nicholson       1976.0  \n",
       "544            Best Director          Robert Redford       1980.0  \n",
       "545    Best Supporting Actor          Timothy Hutton       1981.0  \n",
       "546            Best Director          Sydney Pollack       1986.0  \n",
       "547  Best Supporting Actress            Tatum O'Neal       1974.0  \n",
       "548               Best Actor         George C. Scott       1971.0  \n",
       "549               Best Actor               Tom Hanks       1994.0  \n",
       "550             Best Actress             Sally Field       1985.0  \n",
       "551            Best Director            Oliver Stone       1990.0  \n",
       "552  Best Supporting Actress       Marcia Gay Harden       2001.0  \n",
       "553  Best Supporting Actress                Mo'Nique       2010.0  \n",
       "554  Best Supporting Actress         Anjelica Huston       1986.0  \n",
       "555               Best Actor          Robert De Niro       1981.0  \n",
       "556            Best Director          Barry Levinson       1989.0  \n",
       "557               Best Actor          Dustin Hoffman       1989.0  \n",
       "558               Best Actor              Jamie Foxx       2005.0  \n",
       "559  Best Supporting Actress       Maureen Stapleton       1982.0  \n",
       "560               Best Actor            Jeremy Irons       1991.0  \n",
       "561            Best Director        John G. Avildsen       1976.0  \n",
       "562             Best Actress          Audrey Hepburn       1954.0  \n",
       "563             Best Actress         Simone Signoret       1960.0  \n",
       "564  Best Supporting Actress             Ruth Gordon       1969.0  \n",
       "565    Best Supporting Actor              John Mills       1971.0  \n",
       "566               Best Actor             Jack Lemmon       1974.0  \n",
       "567    Best Supporting Actor             Red Buttons       1958.0  \n",
       "568               Best Actor               Al Pacino       1993.0  \n",
       "569               Best Actor             David Niven       1959.0  \n",
       "570               Best Actor             Gary Cooper       1942.0  \n",
       "571             Best Actress         Gwyneth Paltrow       1999.0  \n",
       "572  Best Supporting Actress               Lee Grant       1976.0  \n",
       "573               Best Actor           Geoffrey Rush       1997.0  \n",
       "574               Best Actor         Anthony Hopkins       1992.0  \n",
       "575             Best Actress       Jennifer Lawrence       2013.0  \n",
       "576            Best Director           Norman Taurog       1932.0  \n",
       "577            Best Director             Danny Boyle       2009.0  \n",
       "578             Best Actress            Meryl Streep       1983.0  \n",
       "579    Best Supporting Actor           Peter Ustinov       1961.0  \n",
       "580    Best Supporting Actor         Thomas Mitchell       1940.0  \n",
       "581               Best Actor          William Holden       1954.0  \n",
       "582             Best Actress           Joan Fontaine       1940.0  \n",
       "583    Best Supporting Actor          Ed Begley, Sr.       1963.0  \n",
       "584    Best Supporting Actor          George Clooney       2006.0  \n",
       "585               Best Actor           Robert Duvall       1984.0  \n",
       "586             Best Actress        Shirley MacLaine       1984.0  \n",
       "587  Best Supporting Actress             Geena Davis       1989.0  \n",
       "588             Best Actress            Jodie Foster       1989.0  \n",
       "589               Best Actor         Humphrey Bogart       1952.0  \n",
       "590            Best Director            Billy Wilder       1961.0  \n",
       "591               Best Actor           Jean Dujardin       2012.0  \n",
       "592  Best Supporting Actress          Cate Blanchett       2005.0  \n",
       "593            Best Director             Leo McCarey       1938.0  \n",
       "594  Best Supporting Actress          Gloria Grahame       1953.0  \n",
       "595    Best Supporting Actor          Edmond O'Brien       1955.0  \n",
       "596               Best Actor           Fredric March       1947.0  \n",
       "597    Best Supporting Actor               Burl Ives       1959.0  \n",
       "598             Best Actress          Sandra Bullock       2010.0  \n",
       "599               Best Actor           Alec Guinness       1958.0  \n",
       "600               Best Actor           Wallace Beery       1932.0  \n",
       "601    Best Supporting Actor           Michael Caine       2000.0  \n",
       "602               Best Actor             Paul Newman       1987.0  \n",
       "603  Best Supporting Actress            Rachel Weisz       2006.0  \n",
       "604             Best Actress             Grace Kelly       1955.0  \n",
       "605    Best Supporting Actor      Christopher Walken       1979.0  \n",
       "606            Best Director         Martin Scorsese       2007.0  \n",
       "607  Best Supporting Actress         Shelley Winters       1960.0  \n",
       "608            Best Director             Frank Lloyd       1930.0  \n",
       "609             Best Actress           Norma Shearer       1930.0  \n",
       "610  Best Supporting Actress        Juliette Binoche       1997.0  \n",
       "611             Best Actress           Loretta Young       1948.0  \n",
       "612    Best Supporting Actor          Christian Bale       2011.0  \n",
       "613  Best Supporting Actress          Mercedes Ruehl       1992.0  \n",
       "614    Best Supporting Actor          Walter Matthau       1967.0  \n",
       "615               Best Actor            Gene Hackman       1972.0  \n",
       "616    Best Supporting Actor         Tommy Lee Jones       1994.0  \n",
       "617    Best Supporting Actor          Robert De Niro       1975.0  \n",
       "618             Best Actress            Luise Rainer       1938.0  \n",
       "619               Best Actor        Richard Dreyfuss       1978.0  \n",
       "620            Best Director            Mike Nichols       1968.0  \n",
       "621  Best Supporting Actress            Jane Darwell       1941.0  \n",
       "622  Best Supporting Actress              Mary Astor       1942.0  \n",
       "623             Best Actress            Luise Rainer       1937.0  \n",
       "624             Best Actress     Olivia de Havilland       1950.0  \n",
       "625  Best Supporting Actress         Octavia Spencer       2012.0  \n",
       "626             Best Actress           Nicole Kidman       2003.0  \n",
       "627            Best Director         Kathryn Bigelow       2009.0  \n",
       "628               Best Actor         Victor McLaglen       1936.0  \n",
       "629             Best Actress            Meryl Streep       2012.0  \n",
       "630    Best Supporting Actor           Haing S. Ngor       1985.0  \n",
       "631               Best Actor             Yul Brynner       1957.0  \n",
       "632               Best Actor             Colin Firth       2011.0  \n",
       "633               Best Actor           Emil Jannings       1929.0  \n",
       "634            Best Director     Bernardo Bertolucci       1988.0  \n",
       "635               Best Actor         Forest Whitaker       2007.0  \n",
       "636    Best Supporting Actor             Ben Johnson       1972.0  \n",
       "637    Best Supporting Actor      Joseph Schildkraut       1938.0  \n",
       "638             Best Actress       Katharine Hepburn       1969.0  \n",
       "639            Best Director           Peter Jackson       2004.0  \n",
       "640               Best Actor             Ray Milland       1946.0  \n",
       "641             Best Actress           Anne Bancroft       1963.0  \n",
       "642    Best Supporting Actor          Charles Coburn       1944.0  \n",
       "643    Best Supporting Actor           John Houseman       1974.0  \n",
       "644             Best Actress        Marion Cotillard       2008.0  \n",
       "645               Best Actor           Jimmy Stewart       1941.0  \n",
       "646               Best Actor            Adrien Brody       2003.0  \n",
       "647             Best Actress            Holly Hunter       1994.0  \n",
       "648             Best Actress            Maggie Smith       1970.0  \n",
       "649               Best Actor        Charles Laughton       1934.0  \n",
       "650             Best Actress            Helen Mirren       2007.0  \n",
       "651            Best Director               John Ford       1953.0  \n",
       "652  Best Supporting Actress             Anne Baxter       1947.0  \n",
       "653             Best Actress            Kate Winslet       2009.0  \n",
       "654             Best Actress            Anna Magnani       1956.0  \n",
       "655             Best Actress            Jodie Foster       1992.0  \n",
       "656             Best Actress             Helen Hayes       1932.0  \n",
       "657             Best Actress          Jennifer Jones       1944.0  \n",
       "658            Best Director             Robert Wise       1966.0  \n",
       "659            Best Director         George Roy Hill       1973.0  \n",
       "660               Best Actor               Paul Muni       1937.0  \n",
       "661    Best Supporting Actor          Jack Albertson       1969.0  \n",
       "662    Best Supporting Actor            George Burns       1976.0  \n",
       "663             Best Actress         Joanne Woodward       1958.0  \n",
       "664    Best Supporting Actor           Walter Huston       1949.0  \n",
       "665             Best Actress          Geraldine Page       1986.0  \n",
       "666    Best Supporting Actor            Sean Connery       1988.0  \n",
       "667    Best Supporting Actor            Kevin Spacey       1996.0  \n",
       "668  Best Supporting Actress     Margaret Rutherford       1964.0  \n",
       "669    Best Supporting Actor          Walter Brennan       1941.0  \n",
       "670  Best Supporting Actress              Linda Hunt       1984.0  \n",
       "671               Best Actor        Daniel Day-Lewis       2008.0  \n",
       "672    Best Supporting Actor               Gig Young       1970.0  \n",
       "673             Best Actress     Olivia de Havilland       1947.0  \n",
       "674               Best Actor            Gregory Peck       1963.0  \n",
       "675            Best Director         Tony Richardson       1964.0  \n",
       "676  Best Supporting Actress           Jessica Lange       1983.0  \n",
       "677    Best Supporting Actor           Peter Ustinov       1965.0  \n",
       "678    Best Supporting Actor        Benicio Del Toro       2001.0  \n",
       "679               Best Actor       Denzel Washington       2002.0  \n",
       "680               Best Actor              John Wayne       1970.0  \n",
       "681    Best Supporting Actor             Dean Jagger       1950.0  \n",
       "682            Best Director         Lewis Milestone       1927.0  \n",
       "683             Best Actress            Sophia Loren       1962.0  \n",
       "684    Best Supporting Actor            Gene Hackman       1993.0  \n",
       "685  Best Supporting Actress           Penelope Cruz       2009.0  \n",
       "686    Best Supporting Actor           Anthony Quinn       1953.0  \n",
       "687             Best Actress       Reese Witherspoon       2006.0  \n",
       "688               Best Actor         Michael Douglas       1988.0  \n",
       "689               Best Actor              Paul Lukas       1944.0  \n",
       "690    Best Supporting Actor         George Chakiris       1962.0  \n",
       "691             Best Actress        Elizabeth Taylor       1967.0  \n",
       "692             Best Actress          Glenda Jackson       1971.0  \n",
       "693  Best Supporting Actress          Dorothy Malone       1957.0  \n",
       "694               Best Actor            James Cagney       1943.0  \n",
       "695            Best Director             Frank Capra       1939.0  \n",
       "696  Best Supporting Actress            Lila Kedrova       1965.0  \n",
       "697            Best Director          Prince Charles       2004.0  \n",
       "698            Best Director              Lady Diana       1984.0  \n",
       "699            Best Director          Princess Grace       2002.0  \n",
       "700            Best Director                    None       1991.0  \n",
       "701            Best Director                    None       2002.0  \n",
       "702            Best Director                    None       2000.0  \n",
       "703            Best Director                    None       1998.0  \n",
       "704            Best Director                    None       2002.0  \n",
       "705            Best Director                    None       1990.0  \n",
       "706            Best Director                    None       1985.0  \n",
       "707            Best Director                    None       1990.0  \n",
       "708            Best Director                    None       1994.0  \n",
       "709            Best Director                    None       2005.0  \n",
       "710            Best Director                    None       1987.0  \n",
       "711            Best Director                    None       2003.0  \n",
       "712            Best Director                    None       1992.0  "
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df4 = pd.DataFrame(data4, columns = columns4)\n",
    "df4                            # Returns 712 rows.  Everything from both tables, overlapping on Film when it is in both tables."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "conn.commit()                      # Supposed to commit/save this, but I don't think this did anything."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Finally! Merging all three tables at once\n",
    "from https://javarevisited.blogspot.com/2012/11/how-to-join-three-tables-in-sql-query-mysql-sqlserver.html\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "# from https://javarevisited.blogspot.com/2012/11/how-to-join-three-tables-in-sql-query-mysql-sqlserver.html\n",
    "columns5 = ['Film', 'release_date','vote_average','Film','Oscarcategory','Name','Yearofaward','Film','Body_Count','Year']\n",
    "data5 = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "with sqlite3.connect(\"new SQLite database, try merging.db\") as conn:\n",
    "    cursor5 = conn.cursor()\n",
    "    cursor5.execute(\"PRAGMA foreign_keys = 1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "sql5 = '''\n",
    "SELECT \n",
    "    p.Film, \n",
    "    p.release_date, \n",
    "    p.vote_average, \n",
    "    a.Film, \n",
    "    a.Oscarcategory, \n",
    "    a.Name, \n",
    "    a.Yearofaward,\n",
    "    b.Film, \n",
    "    b.Body_Count, \n",
    "    b.Year\n",
    "FROM popularity_baked as p join awards_fakes_added as a ON p.Film = a.Film\n",
    "                                  join bodies_faked as b ON a.Film = b.Film\n",
    "                                  '''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "rows5 = cursor5.execute(sql5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "for row in rows5:\n",
    "    data5.append(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "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>Film</th>\n",
       "      <th>release_date</th>\n",
       "      <th>vote_average</th>\n",
       "      <th>Film</th>\n",
       "      <th>Oscarcategory</th>\n",
       "      <th>Name</th>\n",
       "      <th>Yearofaward</th>\n",
       "      <th>Film</th>\n",
       "      <th>Body_Count</th>\n",
       "      <th>Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Braveheart</td>\n",
       "      <td>5/24/1995</td>\n",
       "      <td>7.9</td>\n",
       "      <td>Braveheart</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Mel Gibson</td>\n",
       "      <td>1996</td>\n",
       "      <td>Braveheart</td>\n",
       "      <td>184</td>\n",
       "      <td>1995</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Gladiator</td>\n",
       "      <td>5/1/2000</td>\n",
       "      <td>8.2</td>\n",
       "      <td>Gladiator</td>\n",
       "      <td>Best Actor</td>\n",
       "      <td>Russell Crowe</td>\n",
       "      <td>2001</td>\n",
       "      <td>Gladiator</td>\n",
       "      <td>77</td>\n",
       "      <td>2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>7/24/1998</td>\n",
       "      <td>8.1</td>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>Steven Spielberg</td>\n",
       "      <td>1999</td>\n",
       "      <td>Saving Private Ryan</td>\n",
       "      <td>255</td>\n",
       "      <td>1998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Titanic</td>\n",
       "      <td>11/18/1997</td>\n",
       "      <td>7.8</td>\n",
       "      <td>Titanic</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>James Cameron</td>\n",
       "      <td>1998</td>\n",
       "      <td>Titanic</td>\n",
       "      <td>307</td>\n",
       "      <td>1997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>5/2/1997</td>\n",
       "      <td>7.5</td>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>1997</td>\n",
       "      <td>The Fifth Element</td>\n",
       "      <td>80</td>\n",
       "      <td>1997</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>10/10/2003</td>\n",
       "      <td>8.0</td>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2003</td>\n",
       "      <td>Kill Bill: Vol. 1</td>\n",
       "      <td>95</td>\n",
       "      <td>2003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>4/1/2010</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010</td>\n",
       "      <td>Clash of the Titans</td>\n",
       "      <td>50</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Battleship</td>\n",
       "      <td>4/11/2012</td>\n",
       "      <td>5.7</td>\n",
       "      <td>Battleship</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2012</td>\n",
       "      <td>Battleship</td>\n",
       "      <td>7</td>\n",
       "      <td>2012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>The Expendables</td>\n",
       "      <td>8/3/2010</td>\n",
       "      <td>6.1</td>\n",
       "      <td>The Expendables</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2010</td>\n",
       "      <td>The Expendables</td>\n",
       "      <td>45</td>\n",
       "      <td>2010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>3/29/2017</td>\n",
       "      <td>6.0</td>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017</td>\n",
       "      <td>Ghost in the Shell</td>\n",
       "      <td>19</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>5/9/2017</td>\n",
       "      <td>5.9</td>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2017</td>\n",
       "      <td>Alien: Covenant</td>\n",
       "      <td>38</td>\n",
       "      <td>2017</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>3/23/2016</td>\n",
       "      <td>5.8</td>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>Best Director</td>\n",
       "      <td>None</td>\n",
       "      <td>2016</td>\n",
       "      <td>Batman v Superman: Dawn of Justice</td>\n",
       "      <td>55</td>\n",
       "      <td>2016</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                  Film release_date  vote_average  \\\n",
       "0                           Braveheart    5/24/1995           7.9   \n",
       "1                            Gladiator     5/1/2000           8.2   \n",
       "2                  Saving Private Ryan    7/24/1998           8.1   \n",
       "3                              Titanic   11/18/1997           7.8   \n",
       "4                    The Fifth Element     5/2/1997           7.5   \n",
       "5                    Kill Bill: Vol. 1   10/10/2003           8.0   \n",
       "6                  Clash of the Titans     4/1/2010           5.8   \n",
       "7                           Battleship    4/11/2012           5.7   \n",
       "8                      The Expendables     8/3/2010           6.1   \n",
       "9                   Ghost in the Shell    3/29/2017           6.0   \n",
       "10                     Alien: Covenant     5/9/2017           5.9   \n",
       "11  Batman v Superman: Dawn of Justice    3/23/2016           5.8   \n",
       "\n",
       "                                  Film  Oscarcategory              Name  \\\n",
       "0                           Braveheart  Best Director        Mel Gibson   \n",
       "1                            Gladiator     Best Actor     Russell Crowe   \n",
       "2                  Saving Private Ryan  Best Director  Steven Spielberg   \n",
       "3                              Titanic  Best Director     James Cameron   \n",
       "4                    The Fifth Element  Best Director              None   \n",
       "5                    Kill Bill: Vol. 1  Best Director              None   \n",
       "6                  Clash of the Titans  Best Director              None   \n",
       "7                           Battleship  Best Director              None   \n",
       "8                      The Expendables  Best Director              None   \n",
       "9                   Ghost in the Shell  Best Director              None   \n",
       "10                     Alien: Covenant  Best Director              None   \n",
       "11  Batman v Superman: Dawn of Justice  Best Director              None   \n",
       "\n",
       "    Yearofaward                                Film  Body_Count  Year  \n",
       "0          1996                          Braveheart         184  1995  \n",
       "1          2001                           Gladiator          77  2000  \n",
       "2          1999                 Saving Private Ryan         255  1998  \n",
       "3          1998                             Titanic         307  1997  \n",
       "4          1997                   The Fifth Element          80  1997  \n",
       "5          2003                   Kill Bill: Vol. 1          95  2003  \n",
       "6          2010                 Clash of the Titans          50  2010  \n",
       "7          2012                          Battleship           7  2012  \n",
       "8          2010                     The Expendables          45  2010  \n",
       "9          2017                  Ghost in the Shell          19  2017  \n",
       "10         2017                     Alien: Covenant          38  2017  \n",
       "11         2016  Batman v Superman: Dawn of Justice          55  2016  "
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df5 = pd.DataFrame(data5, columns = columns5)\n",
    "df5  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Scatter plot from two sources\n",
    "Body_Count is from http://www.moviebodycounts.com/.  vote_average is from The Movie Database (TMDb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pandas import DataFrame\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "Data = {'vote_average': (df5.vote_average),                      # Make the column into a Series to insert the values for x.\n",
    "       'Body_Count': (df5.Body_Count)}                           # Same with y.\n",
    "\n",
    "df_4_scatter = pd.DataFrame(Data,columns=['vote_average','Body_Count'])    # Put the 2 Series back into a new DataFrame\n",
    "\n",
    "df_4_scatter.plot(x='vote_average', y='Body_Count', kind = 'scatter')\n",
    "\n",
    "plt.show()\n",
    "\n",
    "# Would you look at that?  People like movies with higher body counts better!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I completed the four other required visualizations for this project using data imported into Power BI from the DB Browser SQLite database (that I connected to in order to pull this data into Jupyter Notebook for Python wrangling).  They are saved as a pdf as requested."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}