Ayudantías/T3a/Ay_T3a.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# IIC2115 - Programación Como Herramienta para la Ingeniería\n",
    "## Taller 3a\n",
    "### Ayudante: Matías Gaete Silva - mzgaete@uc.cl\n",
    "Importamos librerías necesarias:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import sqlite3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Misión 1\n",
    "Leemos la base de datos y visualizamos su estructura:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'title': 'After Dark in Central Park',\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Boarding School Girls' Pajama Parade\",\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Buffalo Bill's Wild West Parad\",\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Caught', 'year': 1900, 'cast': [], 'genres': []},\n",
       " {'title': 'Clowns Spinning Hats', 'year': 1900, 'cast': [], 'genres': []},\n",
       " {'title': 'Capture of Boer Battery by British',\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': ['Short', 'Documentary']},\n",
       " {'title': 'The Enchanted Drawing', 'year': 1900, 'cast': [], 'genres': []},\n",
       " {'title': 'Feeding Sea Lions',\n",
       "  'year': 1900,\n",
       "  'cast': ['Paul Boyton'],\n",
       "  'genres': []},\n",
       " {'title': 'How to Make a Fat Wife Out of Two Lean Ones',\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'New Life Rescue', 'year': 1900, 'cast': [], 'genres': []},\n",
       " {'title': 'New Morning Bath', 'year': 1900, 'cast': [], 'genres': []},\n",
       " {'title': 'Searching Ruins on Broadway, Galveston, for Dead Bodies',\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Tribulations of an Amateur Photographer',\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Trouble in Hogan's Alley\",\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Two Old Sparks', 'year': 1900, 'cast': [], 'genres': ['Short']},\n",
       " {'title': 'The Wonder, Ching Ling Foo',\n",
       "  'year': 1900,\n",
       "  'cast': ['Ching Ling Foo'],\n",
       "  'genres': ['Short']},\n",
       " {'title': 'Watermelon Contest',\n",
       "  'year': 1900,\n",
       "  'cast': [],\n",
       "  'genres': ['Short']},\n",
       " {'title': 'Acrobats in Cairo', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'An Affair of Honor', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Another Job for the Undertaker',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Arrival of Tongkin Train', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': \"The Artist's Dilemma\", 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Band and Battalion of the U.S. Indian School',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Barnum and Bailey's Circus\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Beef Extract Room', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Boxing in Barrels', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Branding Hams', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Buffalo Street Parade', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': \"A Busy Corner at Armour's\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Bund, Shanghai', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Circular Panorama of the Base of the Electric Tower, Ending Looking Down the Mall',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Circular Panorama of the Electric Tower and Pond',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Circular Panorama of the Esplanade with the Electric Tower in the Background',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Coaling a Steamer, Nagasaki Bay, Japan',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Convention of Railroad Passengers',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Cornell-Columbia-University of Pennsylvania Boat Race at Ithaca, N.Y., Showing Lehigh Valley Observation Train',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Couchee Dance on the Midway',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Donkey Party', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'The Finish of Bridget McKeen',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Follow the Leader', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'The Fraudulent Beggar', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': \"Fun at a Children's Party\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'A Good Joke', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'The Gordon Sisters Boxing',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Grand Entry, Indian Congress',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Happy Hooligan April-Fooled',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Happy Hooligan Surprised', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Harbor of Shanghai', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'A Hold-Up', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Ice-Boat Racing at Redbank, N.J.',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Indians No. 1', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Jeffries and Ruhlin Sparring Contest at San Francisco, Cal., November 15, 1901',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'A Joke on Grandma', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Kansas Saloon Smashers', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': \"Launching of the New Battleship 'Ohio' at San Francisco, Cal. When President McKinley Was There\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Laura Comstock's Bag-Punching Dog\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Life of a Fireman', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Love by the Light of the Moon',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Martyred Presidents', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Midway Dance', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Miles Canyon Tramway', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Montreal Fire Department on Runners',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Mounted Police Charge', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'The Old Maid Having Her Picture Taken',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Opening of the Pan-American Exposition Showing Vice President Roosevelt Leading the Procession',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Pan-American Exposition by Night',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Panorama of the Exposition, No. 1',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Panorama of the Exposition, No. 2',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Panoramic View of the Fleet After Yacht Race',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Panoramic View of the Temple of Music and Esplanade',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Panoramic View, Asheville, N.C.',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Le Petit chaperon rouge', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Photographing the Audience',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Pie, Tramp and the Bulldog',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'President McKinley and Escort Going to the Capitol',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'President McKinley Taking the Oath',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"President McKinley's Speech at the Pan-American Exposition\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"The Queen's Funeral\", 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Le Rêve de Noël', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Rocking Gold in the Klondike',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Ruhlin in His Training Quarters',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Shad Fishing at Gloucester, N.J.',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Terrible Teddy, the Grizzly King',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"The Tramp's Dream\", 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': \"Tramp's Nap Interrupted\", 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Trapeze Disrobing Act', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'A Trip Around the Pan-American Exposition',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Turkish Dance', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Twelve in a Barrel', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Two Rubes at the Theatre', 'year': 1901, 'cast': [], 'genres': []},\n",
       " {'title': 'Upper Falls of the Yellowstone',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Washing Gold on 20 Above Hunker, Klondike',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Wedding Procession in Cairo',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Why Mr. Nation Wants a Divorce',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Wonderful Trick Donkey, The',\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Yacht Race Fleet Following the Committee Boat 'Navigator' Oct. 4th, The\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"You Can't Lose Your Mother-in-Law\",\n",
       "  'year': 1901,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Arrival of Prince Henry (of Prussia) and President Roosevelt at Shooter's Island (1902)\",\n",
       "  'year': 1902,\n",
       "  'cast': [],\n",
       "  'genres': ['Short']},\n",
       " {'title': 'The Burlesque Suicide, No. 2',\n",
       "  'year': 1902,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Burning of Durland's Riding Academy\",\n",
       "  'year': 1902,\n",
       "  'cast': [],\n",
       "  'genres': ['Documentary', 'Short']},\n",
       " {'title': 'The Interrupted Bathers',\n",
       "  'year': 1902,\n",
       "  'cast': [],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Jack and the Beanstalk', 'year': 1902, 'cast': [], 'genres': []},\n",
       " {'title': 'Who Said Watermelon?',\n",
       "  'year': 1902,\n",
       "  'cast': [],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Snow White', 'year': 1902, 'cast': [], 'genres': []},\n",
       " {'title': 'After Dark; or, the Policeman and His Lantern',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Alice in Wonderland',\n",
       "  'year': 1903,\n",
       "  'cast': ['May Clark'],\n",
       "  'genres': []},\n",
       " {'title': 'An Up-to-Date Studio', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'A Visit to the Zoo', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'At Work in a Peat Bog', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Automobile Explosion', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'The Ascent of Mont Blanc', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Bicycle Dive', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Bloodhounds Tracking a Convict',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Buying a Baby', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Cliff Scenery at the Fabbins',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Close Quarters, with a Notion of the Motion of the Ocean',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Cruelty on the High Seas', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'A Coach Drive from Glengariffe to Kenmore',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Discovered Through an Opera Glass',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'A Drove of Wild Welsh Mountain Ponies',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Delhi Camp Railway', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': \"DeVoy's Revolving Ladder Act\",\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Deserter', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'The Effects of a Trolley Car Collision',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Firemen to the Rescue', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'The Goose Takes a Trolley Ride',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Egyptian Fakir with Dancing Monkey',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Electrocuting an Elephant',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': ['Documentary']},\n",
       " {'title': 'English Barnyard Scene', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Every Day Is Sunshine When the Heart Beats True',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Fire!', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Fife Getting Instructions from Committee',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Fun on Board a Fishing Smack',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Great Train Robbery',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Hop Picking', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'How to Shut Up a Quarrelsome Wife',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Light Heavyweight Championship Contest Between Root and Gardner',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Little Tich and His Funny Feet',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Murder Scene from 'King of the Detectives'\",\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Moses in the Bullrushes', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': \"Murphy's Wake\", 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'New York Harbor Police Boat Patrol Capturing Pirates',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Nicholas Nickleby',\n",
       "  'year': 1903,\n",
       "  'cast': ['William Carrington'],\n",
       "  'genres': []},\n",
       " {'title': 'Old Irish Cabin', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'On the Bow River Horse Ranch at Cochrane, North West Territory',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Only a Soldier Boy', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Our New Cook', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Over the Garden Wall', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Panorama of the Lakes of Killarney from Hotel',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Passengers Embarking from S.S. Augusta Victoria, at Beyrouth',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Pigeons, Place St. Marc, Venice',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Pittsburgh Fire Department in Full Run',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Polo Match for the Championship at Hurlingham',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Puzzled Bather and His Animated Clothes',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Quarrelsome Neighbours', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Railway Ride in the Alps', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Reproduction of the Corbett-McGovern Fight',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Rock of Ages', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'The Runaway Match, or Marriage by Motor',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Saturday Shopping', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Scene in Canada -- Logging at Bear Creek',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Scene in Canada -- Spearing Salmon in a Mountain Stream',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'A Search for Evidence', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Sensational Hurdle Race', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'A Shocking Accident', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'S.S. St. Louis', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Street Car Chivalry', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'A Substantial Ghost', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'The Tragical Tale of a Belated Letter',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"The Tramp's First Bath\", 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'A Trip Through the Gap of Dunloe',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"A Trip to the Giant's Causeway\",\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"Trouble in Hogan's Alley\", 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Trout Fishing, Landing Three Pounder',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'True Love Never Runs Smooth',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Turning the Tables', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Two Little Vagabonds; or, The Pugilistic Parson',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Unexpected Bath', 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Wait Till Jack Comes Home',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'What Happened in the Tunnel',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Wiring Pike in a Mill Stream',\n",
       "  'year': 1903,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"The Workman's Paradise\", 'year': 1903, 'cast': [], 'genres': []},\n",
       " {'title': 'Alligator Farm',\n",
       "  'year': 1904,\n",
       "  'cast': [],\n",
       "  'genres': ['Documentary']},\n",
       " {'title': 'The Automobile Race', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'The Chicago Fire',\n",
       "  'year': 1904,\n",
       "  'cast': [],\n",
       "  'genres': ['Documentary']},\n",
       " {'title': 'The Child Stealers', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Decoyed', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'A Ferry in the Far East', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Fording a Stream', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'The Great Baltimore Fire', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'High Diving and Reverse', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Hurdle Jumping', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'An Intelligent Elephant', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'The Monkey Bicyclist', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Monkey, Dog and Pony Circus',\n",
       "  'year': 1904,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Nervy Nat Kisses the Bride',\n",
       "  'year': 1904,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'A Nigger in the Woodpile', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Parsifal', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': \"The Lover's Ruse\", 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'A Race for a Kiss', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': \"Raid on a Coiner's Den\", 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Revenge!', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'A Railway Tragedy', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Scarecrow Pump', 'year': 1904, 'cast': [], 'genres': ['Comedy']},\n",
       " {'title': 'The Strenuous Life; or, Anti-Race Suicide',\n",
       "  'year': 1904,\n",
       "  'cast': [],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Suburbanite', 'year': 1904, 'cast': [], 'genres': ['Comedy']},\n",
       " {'title': 'Westinghouse Works, 1904', 'year': 1904, 'cast': [], 'genres': []},\n",
       " {'title': 'Adventures of Sherlock Holmes; or, Held for Ransom',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Airy Fairy Lillian Tries on Her New Corsets',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'A Ballroom Tragedy', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'Burglar Bill', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'Coney Island at Night', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'A Dog Lost, Strayed or Stolen',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Hippodrome Races, Dreamland, Coney Island',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Escape from Sing Sing', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': \"The Green Goods Man; or, Josiah and Samanthy's Experience with the Original 'American Confidence Game'\",\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Great Jewel Mystery', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'I.B. Dam and the Whole Dam Family',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Kleptomaniac', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'Impersonation of Britt-Nelson Fight',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'New York Subway', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'The Nihilists', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'Moving Day; or, No Children Allowed',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'License No. 13; or, The Hoodoo Automobile',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Life of an American Policeman',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Little Train Robbery', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'The Night Before Christmas',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'A Kentucky Feud', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'Peeping Tom in the Dressing Room',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Newsboy', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': \"A Policeman's Love Affair\",\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Rat Trap Pickpocket Detector',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Reuben in the Opium Joint',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Raffles the Dog', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'Raffles the Amateur Cracksman',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': ['Adventure', 'Romance']},\n",
       " {'title': 'The Seven Ages', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'The Servant Girl Problem', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'The Train Wreckers', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': \"Tom, Tom, the Piper's Son\",\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Watermelon Patch', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'The Whole Dam Family and the Dam Dog',\n",
       "  'year': 1905,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Vanderbilt Auto Race', 'year': 1905, 'cast': [], 'genres': []},\n",
       " {'title': 'The Automobile Thieves',\n",
       "  'year': 1906,\n",
       "  'cast': ['J. Stuart Blackton', 'Florence Lawrence'],\n",
       "  'genres': ['Short', 'Crime', 'Drama']},\n",
       " {'title': 'Dream of a Rarebit Fiend',\n",
       "  'year': 1906,\n",
       "  'cast': [],\n",
       "  'genres': ['Short']},\n",
       " {'title': 'From Leadville to Aspen: A Hold-Up in the Rockies',\n",
       "  'year': 1906,\n",
       "  'cast': [],\n",
       "  'genres': ['Short', 'Action', 'Crime', 'Western']},\n",
       " {'title': 'Humorous Phases of Funny Faces',\n",
       "  'year': 1906,\n",
       "  'cast': ['J. Stuart Blackton'],\n",
       "  'genres': ['Short', 'Animated', 'Animated']},\n",
       " {'title': 'Kathleen Mavourneen',\n",
       "  'year': 1906,\n",
       "  'cast': [],\n",
       "  'genres': ['Short']},\n",
       " {'title': 'A Trip Down Market Street',\n",
       "  'year': 1906,\n",
       "  'cast': [],\n",
       "  'genres': ['Short']},\n",
       " {'title': 'Waiting at the Church',\n",
       "  'year': 1906,\n",
       "  'cast': [],\n",
       "  'genres': ['Short']},\n",
       " {'title': 'Amateur Night; or, Get the Hook',\n",
       "  'year': 1907,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Ben-Hur',\n",
       "  'year': 1907,\n",
       "  'cast': ['William S. Hart'],\n",
       "  'genres': ['Historical']},\n",
       " {'title': 'Daniel Boone',\n",
       "  'year': 1907,\n",
       "  'cast': ['William Craven', 'Florence Lawrence'],\n",
       "  'genres': ['Biography']},\n",
       " {'title': 'How Brown Saw the Baseball Game',\n",
       "  'year': 1907,\n",
       "  'cast': ['Unknown'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Laughing Gas',\n",
       "  'year': 1907,\n",
       "  'cast': ['Bertha Regustus', 'Edward Boulden'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Terrible Ted',\n",
       "  'year': 1907,\n",
       "  'cast': [],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"The Tired Tailor's Dream\",\n",
       "  'year': 1907,\n",
       "  'cast': [],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'The Adventures of Dollie',\n",
       "  'year': 1908,\n",
       "  'cast': ['Arthur V. Johnson', 'Linda Arvidson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Antony and Cleopatra',\n",
       "  'year': 1908,\n",
       "  'cast': ['Florence Lawrence', 'William V. Ranous'],\n",
       "  'genres': []},\n",
       " {'title': 'Balked at the Altar',\n",
       "  'year': 1908,\n",
       "  'cast': ['Linda Arvidson', 'George Gebhardt'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"The Bandit's Waterloo\",\n",
       "  'year': 1908,\n",
       "  'cast': ['Charles Inslee', 'Linda Arvidson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Black Viper',\n",
       "  'year': 1908,\n",
       "  'cast': ['D. W. Griffith'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Calamitous Elopement',\n",
       "  'year': 1908,\n",
       "  'cast': ['Harry Solter', 'Linda Arvidson'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Call of the Wild',\n",
       "  'year': 1908,\n",
       "  'cast': ['Charles Inslee'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'A Christmas Carol',\n",
       "  'year': 1908,\n",
       "  'cast': ['Tom Ricketts'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Deceived Slumming Party',\n",
       "  'year': 1908,\n",
       "  'cast': ['Edward Dillon', 'D. W. Griffith', 'George Gebhardt'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Dr. Jekyll and Mr. Hyde',\n",
       "  'year': 1908,\n",
       "  'cast': ['Hobart Bosworth', 'Betty Harte'],\n",
       "  'genres': ['Horror']},\n",
       " {'title': 'The Fairylogue and Radio-Plays',\n",
       "  'year': 1908,\n",
       "  'cast': [],\n",
       "  'genres': ['Fantasy']},\n",
       " {'title': 'The Fight for Freedom',\n",
       "  'year': 1908,\n",
       "  'cast': ['Florence Auer', 'John G. Adolfi'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Macbeth',\n",
       "  'year': 1908,\n",
       "  'cast': ['William V. Ranous', 'Paul Panzer'],\n",
       "  'genres': []},\n",
       " {'title': 'Money Mad',\n",
       "  'year': 1908,\n",
       "  'cast': ['Charles Inslee', 'George Gebhardt'],\n",
       "  'genres': ['Crime']},\n",
       " {'title': 'The Red Man and the Child',\n",
       "  'year': 1908,\n",
       "  'cast': ['Charles Inslee', 'John Tansey'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Romeo and Juliet',\n",
       "  'year': 1908,\n",
       "  'cast': ['Paul Panzer', 'Florence Lawrence'],\n",
       "  'genres': []},\n",
       " {'title': 'The Taming of the Shrew',\n",
       "  'year': 1908,\n",
       "  'cast': ['Florence Lawrence', 'Arthur V. Johnson'],\n",
       "  'genres': []},\n",
       " {'title': \"The Tavern Keeper's Daughter\",\n",
       "  'year': 1908,\n",
       "  'cast': ['George Gebhardt', 'Florence Auer'],\n",
       "  'genres': ['Action']},\n",
       " {'title': \"A B C's of the U.S.A.\", 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Adventures of a Drummer Boy',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'And a Little Child Shall Lead Them',\n",
       "  'year': 1909,\n",
       "  'cast': ['Marion Leonard', 'Arthur V. Johnson'],\n",
       "  'genres': []},\n",
       " {'title': 'At the Altar',\n",
       "  'year': 1909,\n",
       "  'cast': ['Marion Leonard'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Boots and Saddles', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Brahma Diamond',\n",
       "  'year': 1909,\n",
       "  'cast': ['Harry Solter', 'Florence Lawrence'],\n",
       "  'genres': []},\n",
       " {'title': 'A Brave Irish Lass', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': \"A Burglar's Mistake\",\n",
       "  'year': 1909,\n",
       "  'cast': ['Harry Solter', 'Charles Inslee'],\n",
       "  'genres': []},\n",
       " {'title': 'C.Q.D.; or, Saved by Wireless; a True Story of the Wreck of the Republic',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Castaways', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Cohen at Coney Island', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': \"Cohen's Dream\", 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'A Colonial Romance', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Cord of Life[1]',\n",
       "  'year': 1909,\n",
       "  'cast': ['Charles Inslee', 'Marion Leonard'],\n",
       "  'genres': []},\n",
       " {'title': \"The Cracker's Bride\", 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Criminal Hypnotist',\n",
       "  'year': 1909,\n",
       "  'cast': ['Owen Moore', 'Marion Leonard'],\n",
       "  'genres': []},\n",
       " {'title': 'Cure for Bashfulness', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Curtain Pole[1]',\n",
       "  'year': 1909,\n",
       "  'cast': ['Mack Sennett'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Daughter of the Sun', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': \"The Deacon's Love Letters\",\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Deception', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': \"A Drunkard's Reformation\",\n",
       "  'year': 1909,\n",
       "  'cast': ['Arthur V. Johnson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Edgar Allan Poe',\n",
       "  'year': 1909,\n",
       "  'cast': [\"Barry O'Moore\", 'Linda Arvidson'],\n",
       "  'genres': []},\n",
       " {'title': 'The Energetic Street Cleaner',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Fascinating Mrs. Francis',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"A Fool's Revenge\",\n",
       "  'year': 1909,\n",
       "  'cast': ['Owen Moore'],\n",
       "  'genres': []},\n",
       " {'title': \"A Friend in the Enemy's Camp\",\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Girls and Daddy[1]',\n",
       "  'year': 1909,\n",
       "  'cast': ['Florence Lawrence'],\n",
       "  'genres': []},\n",
       " {'title': 'The Golden Louis', 'year': 1909, 'cast': [], 'genres': ['Drama']},\n",
       " {'title': 'The Haunted Lounge', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Hindoo Dagger',\n",
       "  'year': 1909,\n",
       "  'cast': ['Harry Solter'],\n",
       "  'genres': []},\n",
       " {'title': \"His Ward's Love\",\n",
       "  'year': 1909,\n",
       "  'cast': ['Arthur V. Johnson'],\n",
       "  'genres': []},\n",
       " {'title': \"His Wife's Mother\",\n",
       "  'year': 1909,\n",
       "  'cast': ['John R. Cumpson'],\n",
       "  'genres': []},\n",
       " {'title': 'The Honor of the Slums', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Honor of Thieves',\n",
       "  'year': 1909,\n",
       "  'cast': ['Harry Solter'],\n",
       "  'genres': []},\n",
       " {'title': 'I Did It', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Jessie, the Stolen Child', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Jones and His New Neighbors',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Joneses Have Amateur Theatricals',\n",
       "  'year': 1909,\n",
       "  'cast': ['John R. Cumpson'],\n",
       "  'genres': []},\n",
       " {'title': 'Kenilworth', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'King Lear',\n",
       "  'year': 1909,\n",
       "  'cast': ['William V. Ranous'],\n",
       "  'genres': []},\n",
       " {'title': 'The Life of Napoleon', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Love Finds a Way',\n",
       "  'year': 1909,\n",
       "  'cast': ['Anita Hendrie'],\n",
       "  'genres': []},\n",
       " {'title': \"The Love of the Pasha's Son: A Turkish Romance\",\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Lure of the Gown',\n",
       "  'year': 1909,\n",
       "  'cast': ['Marion Leonard'],\n",
       "  'genres': []},\n",
       " {'title': 'The Mad Miner', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Maniac Cook', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Medicine Bottle', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Midnight Disturbance', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Mr. Jones Has a Card Party',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'Mrs. Jones Entertains', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Napoleon and the Empress Josephine',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"The Old Soldier's Story\", 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'One Touch of Nature',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': ['Short', 'Drama']},\n",
       " {'title': \"The Politician's Love Story\",\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Poor Musician', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Prussian Spy', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Road Agents', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Road to the Heart', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'A Rural Elopement', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Sacrifice', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Salvation Army Lass', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': \"A Sister's Love: A Tale of the Franco-Prussian War\",\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': \"A Sister's Love\", 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Tag Day', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'A Tale of the West', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Tenderfoot', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Those Awful Hats',\n",
       "  'year': 1909,\n",
       "  'cast': ['Mack Sennett'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Those Boys!', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Tragic Love', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Trying to Get Arrested', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Voice of the Violin', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'The Welcome Burglar[1]', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'Where Is My Wandering Boy Tonight?',\n",
       "  'year': 1909,\n",
       "  'cast': [],\n",
       "  'genres': []},\n",
       " {'title': 'The Wooden Leg', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': 'A Wreath in Time', 'year': 1909, 'cast': [], 'genres': []},\n",
       " {'title': \"Abraham Lincoln's Clemency\",\n",
       "  'year': 1910,\n",
       "  'cast': ['Leopold Wharton'],\n",
       "  'genres': []},\n",
       " {'title': 'An Arcadian Maid',\n",
       "  'year': 1910,\n",
       "  'cast': ['Mary Pickford', 'Mack Sennett'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'As It Is In Life',\n",
       "  'year': 1910,\n",
       "  'cast': ['George Nichols', 'Gladys Egan', 'Mary Pickford'],\n",
       "  'genres': ['Romance', 'Drama']},\n",
       " {'title': 'A Christmas Carol',\n",
       "  'year': 1910,\n",
       "  'cast': ['Marc McDermott', 'Charles Stanton Ogle'],\n",
       "  'genres': []},\n",
       " {'title': 'The Courtship of Miles Standish',\n",
       "  'year': 1910,\n",
       "  'cast': ['Robert Z. Leonard'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Englishman and the Girl',\n",
       "  'year': 1910,\n",
       "  'cast': ['Charles Craig', 'Mary Pickford'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Frankenstein',\n",
       "  'year': 1910,\n",
       "  'cast': ['Augustus Phillips', 'Charles Stanton Ogle', 'Mary Fuller'],\n",
       "  'genres': []},\n",
       " {'title': 'The Fugitive',\n",
       "  'year': 1910,\n",
       "  'cast': ['Kate Bruce', 'Edward Dillon'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Gentleman Joe',\n",
       "  'year': 1910,\n",
       "  'cast': ['Harry Carey'],\n",
       "  'genres': []},\n",
       " {'title': 'Hemlock Hoax, the Detective',\n",
       "  'year': 1910,\n",
       "  'cast': [],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The House with Closed Shutters',\n",
       "  'year': 1910,\n",
       "  'cast': ['Henry B. Walthall'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'In Old California',\n",
       "  'year': 1910,\n",
       "  'cast': ['Frank Powell',\n",
       "   'Arthur V. Johnson',\n",
       "   'Marion Leonard',\n",
       "   'Henry B. Walthall'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'In the Border States',\n",
       "  'year': 1910,\n",
       "  'cast': ['Charles West'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Lad from Old Ireland',\n",
       "  'year': 1910,\n",
       "  'cast': ['Sidney Olcott', 'Gene Gauntier', \"Thomas O'Connor\"],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Pocahontas',\n",
       "  'year': 1910,\n",
       "  'cast': ['Anna Rosemond', 'George Barnes', 'Frank H. Crane'],\n",
       "  'genres': ['Short', 'Fantasy']},\n",
       " {'title': 'Pride of the Range',\n",
       "  'year': 1910,\n",
       "  'cast': ['Tom Mix'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Ramona',\n",
       "  'year': 1910,\n",
       "  'cast': ['Mary Pickford', 'Henry B. Walthall'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Rocky Road',\n",
       "  'year': 1910,\n",
       "  'cast': ['Frank Powell', 'Stephanie Longfellow'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Roosevelt in Africa',\n",
       "  'year': 1910,\n",
       "  'cast': ['Theodore Roosevelt'],\n",
       "  'genres': ['Documentary']},\n",
       " {'title': \"Rose O'Salem-Town\",\n",
       "  'year': 1910,\n",
       "  'cast': ['Henry B. Walthall'],\n",
       "  'genres': ['Drama', 'Short']},\n",
       " {'title': 'The Sanitarium',\n",
       "  'year': 1910,\n",
       "  'cast': ['Fatty Arbuckle'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Two Brothers',\n",
       "  'year': 1910,\n",
       "  'cast': ['Arthur V. Johnson'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Unchanging Sea',\n",
       "  'year': 1910,\n",
       "  'cast': ['Arthur V. Johnson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'What the Daisy Said',\n",
       "  'year': 1910,\n",
       "  'cast': ['Clara T. Bracy', 'Mary Pickford', 'Mack Sennett'],\n",
       "  'genres': []},\n",
       " {'title': \"The Woman from Mellon's\",\n",
       "  'year': 1910,\n",
       "  'cast': ['Billy Quirk', 'Mary Pickford'],\n",
       "  'genres': []},\n",
       " {'title': 'The Wonderful Wizard of Oz',\n",
       "  'year': 1910,\n",
       "  'cast': ['Bebe Daniels'],\n",
       "  'genres': []},\n",
       " {'title': 'Baseball and Bloomers',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood', 'Marguerite Snow'],\n",
       "  'genres': ['Silent', 'Sports']},\n",
       " {'title': 'The Black Arrow: A Tale of the Two Roses',\n",
       "  'year': 1911,\n",
       "  'cast': ['Charles Ogle', 'Natalie Jerome'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Brown of Harvard',\n",
       "  'year': 1911,\n",
       "  'cast': ['Edgar G. Wynn'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Cally's Comet\",\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'The Coffin Ship',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Colonel and the King',\n",
       "  'year': 1911,\n",
       "  'cast': ['Marie Eline', 'William Garwood'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Courting Across the Court',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': ['Romance', 'Comedy']},\n",
       " {'title': 'The Cowboy and the Lady',\n",
       "  'year': 1911,\n",
       "  'cast': ['Alan Hale'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Flames and Fortune',\n",
       "  'year': 1911,\n",
       "  'cast': ['Marie Eline', 'William Garwood'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'For Her Sake',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'Her Awakening',\n",
       "  'year': 1911,\n",
       "  'cast': ['Mabel Normand', 'Harry Hyde'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Higher Law',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood', 'James Cruze'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'David Copperfield',\n",
       "  'year': 1911,\n",
       "  'cast': ['Marie Eline',\n",
       "   'Florence La Badie',\n",
       "   'Mignon Anderson',\n",
       "   'William Russell'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'His Trust Fulfilled',\n",
       "  'year': 1911,\n",
       "  'cast': ['Wilfred Lucas'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Italian Barber',\n",
       "  'year': 1911,\n",
       "  'cast': ['Joseph Graybill', 'Mary Pickford'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Last of the Mohicans',\n",
       "  'year': 1911,\n",
       "  'cast': ['James Cruze'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The New Superintendent',\n",
       "  'year': 1911,\n",
       "  'cast': ['Herbert Rawlinson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"The Pasha's Daughter\",\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'Princess Clementina',\n",
       "  'year': 1911,\n",
       "  'cast': ['H. B. Irving', 'Alice Young'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Railroad Builder',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'The Scarlet Letter',\n",
       "  'year': 1911,\n",
       "  'cast': ['King Baggot', 'Lucille Young'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Smuggler',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'Sweet Memories',\n",
       "  'year': 1911,\n",
       "  'cast': ['Mary Pickford', 'King Baggot'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Tale of Two Cities',\n",
       "  'year': 1911,\n",
       "  'cast': ['Maurice Costello', 'Florence Turner'],\n",
       "  'genres': []},\n",
       " {'title': \"That's Happiness\",\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood', 'Bertha Blanchard'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Two Paths',\n",
       "  'year': 1911,\n",
       "  'cast': ['Dorothy Bernard', 'Wilfred Lucas'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Voice of the Child',\n",
       "  'year': 1911,\n",
       "  'cast': ['Edwin August'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Won by Wireless',\n",
       "  'year': 1911,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': ['Thriller']},\n",
       " {'title': 'All for a Girl',\n",
       "  'year': 1912,\n",
       "  'cast': ['Dorothy Kelly', 'Leah Baird'],\n",
       "  'genres': ['Romance', 'Comedy']},\n",
       " {'title': 'At the Foot of the Ladder',\n",
       "  'year': 1912,\n",
       "  'cast': ['Mignon Anderson', 'William Garwood'],\n",
       "  'genres': ['Romance', 'Drama']},\n",
       " {'title': 'Aurora Floyd',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Florence La Badie', 'Harry Benham'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Baby Hands',\n",
       "  'year': 1912,\n",
       "  'cast': ['James Cruze', 'Jean Darnell'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Bandit of Tropico',\n",
       "  'year': 1912,\n",
       "  'cast': ['Harry von Meter', 'Vivian Rich'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'A Battle of Wits',\n",
       "  'year': 1912,\n",
       "  'cast': ['Tom Moore', 'Alice Joyce', 'Earle Foxe'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Belle of Bar-Z Ranch',\n",
       "  'year': 1912,\n",
       "  'cast': ['Harry von Meter', 'Vivian Rich'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'A Business Buccaneer',\n",
       "  'year': 1912,\n",
       "  'cast': ['Tom Moore', 'Alice Joyce'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Charge of the Light Brigade',\n",
       "  'year': 1912,\n",
       "  'cast': ['James Gordon', 'Richard Neill'],\n",
       "  'genres': ['War']},\n",
       " {'title': 'Conductor 786',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Riley Chamberlin', 'Jean Darnell'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The County Fair',\n",
       "  'year': 1912,\n",
       "  'cast': ['Earle Foxe', 'Alice Joyce'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Cry of the Children',\n",
       "  'year': 1912,\n",
       "  'cast': ['Marie Eline', 'Ethel Wright', 'James Cruze', '.'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Deserter',\n",
       "  'year': 1912,\n",
       "  'cast': ['Francis Ford', 'Ethel Grandin'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Eternal Mother',\n",
       "  'year': 1912,\n",
       "  'cast': ['Edwin August', 'Blanche Sweet'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Dr. Jekyll and Mr. Hyde',\n",
       "  'year': 1912,\n",
       "  'cast': ['James Cruze'],\n",
       "  'genres': ['Horror']},\n",
       " {'title': 'For His Son',\n",
       "  'year': 1912,\n",
       "  'cast': ['Charles Hill Mailes'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Frankfurters and Quail',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'From the Manger to the Cross',\n",
       "  'year': 1912,\n",
       "  'cast': ['Robert Henderson-Bland'],\n",
       "  'genres': []},\n",
       " {'title': \"The Half-Breed's Way\",\n",
       "  'year': 1912,\n",
       "  'cast': ['Harry von Meter', 'Vivian Rich', 'George Beech'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'His Only Son',\n",
       "  'year': 1912,\n",
       "  'cast': ['Wallace Reid', 'Dorothy Davenport'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'It Happened Thus',\n",
       "  'year': 1912,\n",
       "  'cast': ['Charlotte Burton', 'Owen Moore'],\n",
       "  'genres': ['Romance', 'Drama']},\n",
       " {'title': 'The Land Beyond the Sunset',\n",
       "  'year': 1912,\n",
       "  'cast': ['Martin Fuller',\n",
       "   'Mrs. William Bechtel',\n",
       "   'Walter Edwin',\n",
       "   'Bigelow Cooper'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Leap for Love',\n",
       "  'year': 1912,\n",
       "  'cast': ['Ethel Wright', 'Frank Hall Crane', 'Rodman Law'],\n",
       "  'genres': ['Romance', 'Drama']},\n",
       " {'title': 'The Little Girl Next Door',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Marguerite Snow'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Musketeers of Pig Alley',\n",
       "  'year': 1912,\n",
       "  'cast': ['Elmer Booth', 'Lillian Gish'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A New Cure for Divorce',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Mignon Anderson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The New York Hat',\n",
       "  'year': 1912,\n",
       "  'cast': ['Mary Pickford', 'Lionel Barrymore', 'Lillian Gish'],\n",
       "  'genres': []},\n",
       " {'title': 'The Old Bookkeeper',\n",
       "  'year': 1912,\n",
       "  'cast': ['W. Chrystie Miller', 'Blanche Sweet'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Petticoat Camp',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Florence La Badie'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Please Help the Pore',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood',\n",
       "   'Riley Chamberlin',\n",
       "   'Mignon Anderson',\n",
       "   'Marie Eline'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Power of Melody',\n",
       "  'year': 1912,\n",
       "  'cast': ['Harry von Meter', 'Vivian Rich', 'Eugenie Forde'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Put Yourself in His Place',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Marguerite Snow'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Saved from the Titanic',\n",
       "  'year': 1912,\n",
       "  'cast': ['Dorothy Gibson'],\n",
       "  'genres': []},\n",
       " {'title': 'A Six Cylinder Elopement',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Riley Chamberlain', 'Marguerite Snow'],\n",
       "  'genres': ['Romance', 'Comedy']},\n",
       " {'title': 'Standing Room Only',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Mignon Anderson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Street Singer',\n",
       "  'year': 1912,\n",
       "  'cast': ['Earle Foxe', 'Alice Joyce'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Tell-Tale Message',\n",
       "  'year': 1912,\n",
       "  'cast': ['Earle Foxe', 'Hazel Neason', 'Stuart Holmes'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Thunderbolt',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'James Cruze', 'David Thompson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'An Unseen Enemy',\n",
       "  'year': 1912,\n",
       "  'cast': ['Lillian Gish', 'Dorothy Gish'],\n",
       "  'genres': []},\n",
       " {'title': 'The Voice of Conscience',\n",
       "  'year': 1912,\n",
       "  'cast': ['Florence La Badie', 'Jean Darnell'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'What Happened to Mary?',\n",
       "  'year': 1912,\n",
       "  'cast': ['Mary Fuller', 'Marc McDermott'],\n",
       "  'genres': []},\n",
       " {'title': 'When the Heart Calls',\n",
       "  'year': 1912,\n",
       "  'cast': ['Lee Moran', 'Russell Bassett', 'Louise Glaum'],\n",
       "  'genres': ['Western', 'Comedy']},\n",
       " {'title': 'With the Mounted Police',\n",
       "  'year': 1912,\n",
       "  'cast': ['William Garwood', 'Mignon Anderson'],\n",
       "  'genres': ['Romance', 'Thriller']},\n",
       " {'title': 'The Young Millionaire',\n",
       "  'year': 1912,\n",
       "  'cast': ['Earle Foxe', 'Alice Joyce'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Adventures of Kathlyn',\n",
       "  'year': 1913,\n",
       "  'cast': ['Kathlyn Williams'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'American Born',\n",
       "  'year': 1913,\n",
       "  'cast': ['Sydney Ayres', 'Harry von Meter', 'Charles Cummings'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Article 47, L'\",\n",
       "  'year': 1913,\n",
       "  'cast': ['William Garwood', 'Victory Bateman', 'Howard Davies'],\n",
       "  'genres': []},\n",
       " {'title': 'Back to Life',\n",
       "  'year': 1913,\n",
       "  'cast': ['J. Warren Kerrigan', 'Pauline Bush'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Barney Oldfield's Race for a Life\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Mack Sennett',\n",
       "   'Mabel Normand',\n",
       "   'Ford Sterling',\n",
       "   'Barney Oldfield'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Beau Brummel',\n",
       "  'year': 1913,\n",
       "  'cast': ['James Young', 'Clara Kimball Young'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'Beautiful Bismark',\n",
       "  'year': 1913,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Bianca', 'year': 1913, 'cast': ['George Cooper'], 'genres': []},\n",
       " {'title': 'Bloodhounds of the North',\n",
       "  'year': 1913,\n",
       "  'cast': ['Murdock MacQuarrie', 'Pauline Bush'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Bob's Baby\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Jean Acker'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Caged Bird',\n",
       "  'year': 1913,\n",
       "  'cast': ['William Garwood', 'Marguerite Snow'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Calamity Anne's Beauty\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': \"Calamity Anne's Dream\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': \"Calamity Anne's Inheritance\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': \"Calamity Anne's Vanity\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'Calamity Anne, Heroine',\n",
       "  'year': 1913,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'Cohen Saves the Flag',\n",
       "  'year': 1913,\n",
       "  'cast': ['Ford Sterling', 'Mabel Normand'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"The Cub Reporter's Temptation\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Earle Foxe', 'Alice Joyce', 'Tom Moore'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Cupid in a Dental Parlor',\n",
       "  'year': 1913,\n",
       "  'cast': ['Fred Mace'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Desperate Chance',\n",
       "  'year': 1913,\n",
       "  'cast': ['Earle Foxe',\n",
       "   'Alie Hollister',\n",
       "   'Robert G. Vignola',\n",
       "   'Helen Lidroth',\n",
       "   'Miriam Cooper'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Dr. Jekyll and Mr. Hyde',\n",
       "  'year': 1913,\n",
       "  'cast': ['King Baggot'],\n",
       "  'genres': ['Horror']},\n",
       " {'title': 'The Evidence of the Film',\n",
       "  'year': 1913,\n",
       "  'cast': ['William Garwood', 'Marie Eline'],\n",
       "  'genres': ['Crime']},\n",
       " {'title': 'The Face at the Window',\n",
       "  'year': 1913,\n",
       "  'cast': ['Earle Foxe', 'Irene Boyle', 'Stuart Holmes'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Fire Coward',\n",
       "  'year': 1913,\n",
       "  'cast': ['Earle Foxe', 'Irene Boyle'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Flirt and the Bandit',\n",
       "  'year': 1913,\n",
       "  'cast': [],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'For the Crown',\n",
       "  'year': 1913,\n",
       "  'cast': ['Charlotte Burton', 'Helen Armstrong', 'J. Warren Kerrigan'],\n",
       "  'genres': []},\n",
       " {'title': 'For the Flag',\n",
       "  'year': 1913,\n",
       "  'cast': ['Charlotte Burton'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Forest Romance',\n",
       "  'year': 1913,\n",
       "  'cast': ['Harry von Meter', 'Mona Darkfeather'],\n",
       "  'genres': []},\n",
       " {'title': 'The Game Warden',\n",
       "  'year': 1913,\n",
       "  'cast': ['Earle Foxe', 'Irene Boyle', 'Stuart Holmes'],\n",
       "  'genres': ['Romance', 'Comedy']},\n",
       " {'title': 'The Girl and the Greaser',\n",
       "  'year': 1913,\n",
       "  'cast': ['Charlotte Burton', 'J. Warren Kerrigan', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'The Greater Love',\n",
       "  'year': 1913,\n",
       "  'cast': ['Charlotte Burton', 'Mabel Brown', 'Edward Coxen'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'His Chum the Baron',\n",
       "  'year': 1913,\n",
       "  'cast': ['Ford Sterling'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Hulda of the Netherlands', 'year': 1913, 'cast': [], 'genres': []},\n",
       " {'title': 'Hurricane in Galveston',\n",
       "  'year': 1913,\n",
       "  'cast': [],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'In the Secret Service',\n",
       "  'year': 1913,\n",
       "  'cast': ['Charles Bartlett'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Justice of the Wild',\n",
       "  'year': 1913,\n",
       "  'cast': ['Harry von Meter', 'Mona Darkfeather'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'A Little Hero',\n",
       "  'year': 1913,\n",
       "  'cast': ['Mabel Normand', 'Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Mirror',\n",
       "  'year': 1913,\n",
       "  'cast': ['Henry B. Walthall'],\n",
       "  'genres': []},\n",
       " {'title': 'Oil and Water',\n",
       "  'year': 1913,\n",
       "  'cast': ['Blanche Sweet', 'Henry B. Walthall', 'Lionel Barrymore'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"The Old Monk's Tale\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Ben F. Wilson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Proof of the Man',\n",
       "  'year': 1913,\n",
       "  'cast': ['Alexander Gaden', 'Edna Maison'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Quakeress',\n",
       "  'year': 1913,\n",
       "  'cast': ['Louise Glaum'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Restless Spirit',\n",
       "  'year': 1913,\n",
       "  'cast': ['J. Warren Kerrigan', 'Pauline Bush'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Rose of San Juan',\n",
       "  'year': 1913,\n",
       "  'cast': ['Sydney Ayres', 'Charlotte Burton', 'Louise Lester'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Rory o' the Bogs\",\n",
       "  'year': 1913,\n",
       "  'cast': ['J. Warren Kerrigan'],\n",
       "  'genres': []},\n",
       " {'title': 'Sally Scraggs, Housemaid',\n",
       "  'year': 1913,\n",
       "  'cast': ['Robert Z. Leonard', 'Margarita Fischer'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Shoemaker and the Doll',\n",
       "  'year': 1913,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Telephone Girl and the Lady',\n",
       "  'year': 1913,\n",
       "  'cast': ['Mae Marsh', 'Claire McDowell'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Three Friends',\n",
       "  'year': 1913,\n",
       "  'cast': ['Henry B. Walthall', 'Blanche Sweet', 'Lionel Barrymore'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Twelfth Juror',\n",
       "  'year': 1913,\n",
       "  'cast': ['Ben F. Wilson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Unto the Third Generation',\n",
       "  'year': 1913,\n",
       "  'cast': ['Earle Foxe', 'Florence Lawrence', 'Matt Moore'],\n",
       "  'genres': ['Romance', 'Drama']},\n",
       " {'title': \"While There's Life\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Charlotte Burton', 'Jean Durrell'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Woman's Honor\",\n",
       "  'year': 1913,\n",
       "  'cast': ['Charlotte Burton', 'Louise Lester'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Amateur Detective',\n",
       "  'year': 1914,\n",
       "  'cast': ['Carey L. Hastings', 'Ernest C. Warde', 'Muriel Ostriche'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Archeologist',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Edward Coxen',\n",
       "   'George Field',\n",
       "   'Winifred Greenwood',\n",
       "   'John Steppling'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"At the Potter's Wheel\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Sydney Ayres',\n",
       "   'Caroline Frances Cooke',\n",
       "   'Louise Lester',\n",
       "   'Jack Richardson',\n",
       "   'Vivian Rich'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Avenging Conscience',\n",
       "  'year': 1914,\n",
       "  'cast': ['Henry B. Walthall', 'Blanche Sweet'],\n",
       "  'genres': ['Drama', 'Horror']},\n",
       " {'title': 'Back to the Farm',\n",
       "  'year': 1914,\n",
       "  'cast': ['Herbert Tracey',\n",
       "   'Royal Byron',\n",
       "   'Eloise Willard',\n",
       "   'Mabel Paige',\n",
       "   'Oliver Hardy'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Baggage Smasher',\n",
       "  'year': 1914,\n",
       "  'cast': ['Fatty Arbuckle'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Bargain',\n",
       "  'year': 1914,\n",
       "  'cast': ['William S. Hart', 'J. Barney Sherry', 'Clara Williams'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Barnyard Flirtations',\n",
       "  'year': 1914,\n",
       "  'cast': ['Fatty Arbuckle'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Bath House Beauty',\n",
       "  'year': 1914,\n",
       "  'cast': ['Fatty Arbuckle'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Battle of the Sexes',\n",
       "  'year': 1914,\n",
       "  'cast': ['Donald Crisp', 'Lilian Gish'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Beggar Child',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Edward Coxen',\n",
       "   'George Field',\n",
       "   'Winifred Greenwood',\n",
       "   'John Steppling'],\n",
       "  'genres': []},\n",
       " {'title': 'Between Showers',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Ford Sterling', 'Chester Conklin'],\n",
       "  'genres': []},\n",
       " {'title': \"Billy's Rival\",\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood',\n",
       "   'Louise Lester',\n",
       "   'Jack Richardson',\n",
       "   'Vivian Rich',\n",
       "   '.',\n",
       "   'Harry von Meter'],\n",
       "  'genres': []},\n",
       " {'title': 'A Blowout at Santa Banana',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Sydney Ayres',\n",
       "   'Louise Lester',\n",
       "   'Jack Richardson'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Body in the Trunk',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'George Larkin'],\n",
       "  'genres': []},\n",
       " {'title': 'Break, Break, Break',\n",
       "  'year': 1914,\n",
       "  'cast': ['B. Reeves Eason',\n",
       "   'William Garwood',\n",
       "   'Louise Lester',\n",
       "   'Jack Richardson',\n",
       "   'Vivian Rich',\n",
       "   'Harry von Meter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Brewster's Millions\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Edward Abeles', 'Sydney Deane', 'Joseph Singleton'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Brute Force',\n",
       "  'year': 1914,\n",
       "  'cast': ['Robert Harron', 'Mae Marsh', 'William J. Butler', 'Wilfred Lucas'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Business Versus Love',\n",
       "  'year': 1914,\n",
       "  'cast': ['Edward Coxen',\n",
       "   'Winifred Greenwood',\n",
       "   'Harry von Meter',\n",
       "   'Jack Richardson'],\n",
       "  'genres': []},\n",
       " {'title': 'A Busy Day',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mack Swain', 'Phyllis Allen'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Butterfly',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'George Field',\n",
       "   'Edward Coxen',\n",
       "   'Edith Borella',\n",
       "   'Jean Durrell',\n",
       "   'Ida Lewis',\n",
       "   'John Steppling'],\n",
       "  'genres': []},\n",
       " {'title': \"Calamity Anne's Love Affair\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Louise Lester',\n",
       "   'George Field',\n",
       "   'Edith Borella',\n",
       "   'B. Reeves Eason'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Call of the North',\n",
       "  'year': 1914,\n",
       "  'cast': ['Robert Edeson', 'Theodore Roberts'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Call of the Traumerei',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Sydney Ayres',\n",
       "   'Caroline Frances Cooke',\n",
       "   'Jack Richardson'],\n",
       "  'genres': []},\n",
       " {'title': 'The Cameo of the Yellowstone',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Harry De Vere', 'Louise Lester'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Captain Alvarez',\n",
       "  'year': 1914,\n",
       "  'cast': ['Edith Storey', 'William Desmond Taylor', 'George Holt'],\n",
       "  'genres': ['Historical', 'Drama']},\n",
       " {'title': 'Caught in a Cabaret',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand', 'Edgar Kennedy'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Caught in the Rain',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mack Swain', 'Alice Davenport'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Certainty of Man',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Sydney Ayres', 'Chick Morrison'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Chicken Chaser',\n",
       "  'year': 1914,\n",
       "  'cast': ['Fatty Arbuckle', 'Gordon Griffith'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Cinderella',\n",
       "  'year': 1914,\n",
       "  'cast': ['Mary Pickford', 'Owen Moore', 'Isobel Vernon'],\n",
       "  'genres': ['Fantasy', 'Drama']},\n",
       " {'title': 'The Cocoon and the Butterfly',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Louise Lester'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Combination of the Safe',\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe'],\n",
       "  'genres': ['Crime', 'Drama']},\n",
       " {'title': 'The Coming of the Padres',\n",
       "  'year': 1914,\n",
       "  'cast': ['Sydney Ayres', 'Perry Banks', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'Cruel, Cruel Love',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Edgar Kennedy', 'Minta Durfee'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Damaged Goods',\n",
       "  'year': 1914,\n",
       "  'cast': ['Richard Bennett', 'Adrienne Morrison', 'Maude Milton'],\n",
       "  'genres': []},\n",
       " {'title': \"David Gray's Estate\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Sydney Ayres', 'Chick Morrison'],\n",
       "  'genres': []},\n",
       " {'title': 'Destinies Fulfilled',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Sydney Ayres',\n",
       "   'Jacques Jaccard',\n",
       "   'Violet Knights'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Does It End Right?',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood',\n",
       "   'Charlotte Burton',\n",
       "   'Louise Lester',\n",
       "   'Vivian Rich'],\n",
       "  'genres': []},\n",
       " {'title': 'Dough and Dynamite',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Chester Conklin', 'Fritz Schade'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Envoy Extraordinary',\n",
       "  'year': 1914,\n",
       "  'cast': ['Jack Nelson', 'Caroline Frances Cooke'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Escape',\n",
       "  'year': 1914,\n",
       "  'cast': ['Donald Crisp', 'Blanche Sweet', 'Mae Marsh'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Exploits of Elaine',\n",
       "  'year': 1914,\n",
       "  'cast': ['Pearl White', 'Sheldon Lewis'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Face on the Bar Room Floor',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charles Chaplin', 'Cecile Arnold', 'Fritz Schade'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Fatal Mallet',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charles Chaplin', 'Mabel Normand', 'Mack Sennett'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"Fate's Decree\",\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Richard Henry Cummings', 'Billie West'],\n",
       "  'genres': []},\n",
       " {'title': \"Fatty's Magic Pants\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Fatty Arbuckle', 'Charly Chase'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Feast and Famine',\n",
       "  'year': 1914,\n",
       "  'cast': ['B. Reeves Eason', 'William Garwood', 'Harry von Meter'],\n",
       "  'genres': []},\n",
       " {'title': 'A Film Johnnie',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Fatty Arbuckle', 'Mabel Normand'],\n",
       "  'genres': []},\n",
       " {'title': 'The Final Impulse',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Perry Banks',\n",
       "   'William Bertram',\n",
       "   'Edward Coxen'],\n",
       "  'genres': []},\n",
       " {'title': 'The Floor Above',\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Henry Walthall', 'Dorothy Gish'],\n",
       "  'genres': ['Mystery', 'Drama']},\n",
       " {'title': 'A Florida Enchantment',\n",
       "  'year': 1914,\n",
       "  'cast': ['Sydney Drew', 'Edith Storey'],\n",
       "  'genres': []},\n",
       " {'title': 'In the Footprints of Mozart',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'William Bertram', 'Edith Borella'],\n",
       "  'genres': []},\n",
       " {'title': 'The Forbidden Room',\n",
       "  'year': 1914,\n",
       "  'cast': ['Murdock MacQuarrie', 'Pauline Bush'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Gentlemen of Nerve',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand', 'Chester Conklin'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Gertie the Dinosaur',\n",
       "  'year': 1914,\n",
       "  'cast': ['Winsor McCay', 'George McManus'],\n",
       "  'genres': ['Animated']},\n",
       " {'title': 'Getting Acquainted',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand', 'Phyllis Allen'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Ghost Breaker',\n",
       "  'year': 1914,\n",
       "  'cast': ['H. B. Warner', 'Rita Stanwood', 'Theodore Roberts'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Girl in the Shack',\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Spottiswoode Aitken', 'Mae Marsh'],\n",
       "  'genres': []},\n",
       " {'title': 'A Good Little Devil',\n",
       "  'year': 1914,\n",
       "  'cast': ['Mary Pickford', 'Ernest Truex', 'David Belasco'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Green-Eyed Devil',\n",
       "  'year': 1914,\n",
       "  'cast': ['Spottiswoode Aitken', 'Earle Foxe', 'William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'A Happy Coersion',\n",
       "  'year': 1914,\n",
       "  'cast': ['Perry Banks', 'William Bertram', 'Jacques Jaccard'],\n",
       "  'genres': []},\n",
       " {'title': 'The Hazards of Helen',\n",
       "  'year': 1914,\n",
       "  'cast': ['Helen Holmes'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'Her Friend the Bandit',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charles Chaplin', 'Mabel Normand', 'Charles Murray'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Her Younger Sister',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Fred Gamble'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'His Faith in Humanity',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': \"His Father's Rifle\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Bertram Grassby'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'His Favourite Pastime',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Fatty Arbuckle', 'Viola Barry'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'His Majesty, the Scarecrow of Oz',\n",
       "  'year': 1914,\n",
       "  'cast': ['Violet MacMillan', 'Pierre Couderc'],\n",
       "  'genres': ['Fantasy']},\n",
       " {'title': 'His Musical Career',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mack Swain', 'Charley Chase'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'His New Profession',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Charley Chase', 'Fatty Arbuckle'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'His Prehistoric Past',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mack Swain', 'Fritz Schade'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'His Trysting Place',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Home, Sweet Home',\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Henry B. Walthall', 'Dorothy Gish'],\n",
       "  'genres': ['Biography', 'Drama']},\n",
       " {'title': 'The Hopes of Blind Alley',\n",
       "  'year': 1914,\n",
       "  'cast': ['Murdock MacQuarrie', 'Pauline Bush'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Hunchback',\n",
       "  'year': 1914,\n",
       "  'cast': ['F. A. Turner', 'William Garwood', 'Lillian Gish'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Imar the Servitor',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'In Tune',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'Edward Coxen',\n",
       "   'George Field',\n",
       "   'Winifred Greenwood'],\n",
       "  'genres': []},\n",
       " {'title': 'In the Candlelight',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Charlotte Burton'],\n",
       "  'genres': []},\n",
       " {'title': 'In the Land of the Head Hunters',\n",
       "  'year': 1914,\n",
       "  'cast': [],\n",
       "  'genres': ['Documentary', 'Drama']},\n",
       " {'title': 'In the Open',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'Jail Birds',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Charlotte Burton'],\n",
       "  'genres': []},\n",
       " {'title': 'Judith of Bethulia',\n",
       "  'year': 1914,\n",
       "  'cast': ['Blanche Sweet', 'Henry B. Walthall'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Jungle',\n",
       "  'year': 1914,\n",
       "  'cast': ['George Nash', 'Gail Kane', 'Julia Hurley'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Kid Auto Races at Venice',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Kiss',\n",
       "  'year': 1914,\n",
       "  'cast': ['Ella Margaret Gibson', 'George Holt', 'William Desmond Taylor'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Knockout',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Fatty Arbuckle', 'Edgar Kennedy'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Laughing Gas',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Fritz Schade'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Life of General Villa',\n",
       "  'year': 1914,\n",
       "  'cast': ['Pancho Villa', 'Irene Hunt', 'Raoul Walsh'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Little Lord Fauntleroy',\n",
       "  'year': 1914,\n",
       "  'cast': ['H. Agar Lyons', 'Fred Eustace', 'Edward Viner'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Little Madonna',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Desmond Taylor', 'Patricia Palmer'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Livid Flame',\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Lafe McKee'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Lost Sermon',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Harry De Vere', 'Harry von Meter'],\n",
       "  'genres': []},\n",
       " {'title': 'Love and Bullets',\n",
       "  'year': 1914,\n",
       "  'cast': ['Fatty Arbuckle', 'Phyllis Allen', 'Charley Chase'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"The Lover's Gift\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Mary Alden', 'Francelia Billington'],\n",
       "  'genres': []},\n",
       " {'title': 'Lucille Love, Girl of Mystery',\n",
       "  'year': 1914,\n",
       "  'cast': ['Grace Cunard', 'Francis Ford', 'Harry Schumm', 'John Ford'],\n",
       "  'genres': ['Action']},\n",
       " {'title': 'The Lure of the Sawdust',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'George Field', 'Edward Coxen'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Mabel at the Wheel',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"Mabel's Blunder\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Mabel Normand', 'Charly Chase', 'Al St. John'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"Mabel's Busy Day\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"Mabel's Married Life\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"Mabel's Strange Predicament\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Mabel Normand'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Magic Cloak of Oz',\n",
       "  'year': 1914,\n",
       "  'cast': ['Juanita Hansen', 'Violet MacMillan', 'Mildred Harris'],\n",
       "  'genres': ['Fantasy', 'Drama']},\n",
       " {'title': 'Making a Living',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Virginia Kirtley', 'Alice Davenport'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Man from Home',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charles Richman', 'Theodore Roberts', 'Fred Montague'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"A Man's Way\",\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Charlotte Burton', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'The Masquerader',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Fatty Arbuckle'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Master Key',\n",
       "  'year': 1914,\n",
       "  'cast': ['Robert Z. Leonard', 'Ella Hall'],\n",
       "  'genres': []},\n",
       " {'title': 'The Master Mind',\n",
       "  'year': 1914,\n",
       "  'cast': ['Edmund Breese', 'Fred Montague', 'Jane Darwell'],\n",
       "  'genres': ['Crime', 'Drama']},\n",
       " {'title': 'Mein Lieber Katrina',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'George Field', 'Ida Lewis'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Michael Strogoff',\n",
       "  'year': 1914,\n",
       "  'cast': ['Jacob P. Adler', 'Daniel Makarenko', 'Eleanor Barry'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Mein Lieber Katrina Catches a Convict',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Harry De Vere', 'Perry Banks'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Mystery of the Hindu Image',\n",
       "  'year': 1914,\n",
       "  'cast': ['Raoul Walsh', 'Dark Cloud', 'Eagle Eye'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Nature's Touch\",\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Jack Richardson', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'The Navy Aviator',\n",
       "  'year': 1914,\n",
       "  'cast': ['Sydney Ayres', 'Caroline Cooke', 'Jack Richardson'],\n",
       "  'genres': []},\n",
       " {'title': \"Neptune's Daughter\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Annette Kellerman', 'William E. Shay', 'William Welsh'],\n",
       "  'genres': ['Fantasy']},\n",
       " {'title': 'The New Janitor',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Jess Dandy', 'John T. Dillon'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Old Enough to Be Her Grandpa',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'William Garwood'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Only Son',\n",
       "  'year': 1914,\n",
       "  'cast': ['Jim Blackwell', 'Jane Darwell'],\n",
       "  'genres': []},\n",
       " {'title': 'The Patchwork Girl of Oz',\n",
       "  'year': 1914,\n",
       "  'cast': ['Violet MacMillan', 'Pierre Couderc'],\n",
       "  'genres': ['Fantasy', 'Drama']},\n",
       " {'title': 'The Perils of Pauline',\n",
       "  'year': 1914,\n",
       "  'cast': ['Pearl White'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Power of Light',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Sydney Ayres', 'Jacques Jaccard'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Property Man',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Phyllis Allen', 'Alice Davenport'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Recreation',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charles Chaplin'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Redbird Wins',\n",
       "  'year': 1914,\n",
       "  'cast': ['Perry Banks', 'William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'The Redemption of a Pal',\n",
       "  'year': 1914,\n",
       "  'cast': ['Edith Borella', 'Charlotte Burton', 'George Field'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Richelieu',\n",
       "  'year': 1914,\n",
       "  'cast': ['Murdock MacQuarrie', 'William C. Dowlan'],\n",
       "  'genres': ['Biography']},\n",
       " {'title': 'The Rose Bush of Memories',\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Mary Alden', 'Francelia Billington'],\n",
       "  'genres': []},\n",
       " {'title': 'Rose of the Rancho',\n",
       "  'year': 1914,\n",
       "  'cast': ['Bessie Barriscale', 'Jane Darwell', 'Jeanie MacPherson'],\n",
       "  'genres': ['Western']},\n",
       " {'title': \"Rosemary, That's for Remembrance\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Earle Foxe', 'Adda Gleason'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Rounders',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Fatty Arbuckle', 'Phyllis Allen'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Salomy Jane',\n",
       "  'year': 1914,\n",
       "  'cast': ['Beatriz Michelena', 'House Peters'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Samson',\n",
       "  'year': 1914,\n",
       "  'cast': ['J. Warren Kerrigan', 'George Periolat', 'Lule Warrenton'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Shotgun Jones',\n",
       "  'year': 1914,\n",
       "  'cast': ['Wheeler Oakman'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Should a Woman Divorce?',\n",
       "  'year': 1914,\n",
       "  'cast': ['Lea Leland', 'Leonid Samoloff'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Sir Galahad of Twilight',\n",
       "  'year': 1914,\n",
       "  'cast': ['Perry Banks', 'B. Reeves Eason', 'William Garwood'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Sleeping Sentinel',\n",
       "  'year': 1914,\n",
       "  'cast': [],\n",
       "  'genres': ['Historical', 'Drama']},\n",
       " {'title': 'A Slice of Life',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Perry Banks'],\n",
       "  'genres': []},\n",
       " {'title': 'The Son of Thomas Gray',\n",
       "  'year': 1914,\n",
       "  'cast': ['Virginia Fordyce', 'Sydney Ayres', 'Jacques Jaccard'],\n",
       "  'genres': []},\n",
       " {'title': 'The Song of the Sea Shell',\n",
       "  'year': 1914,\n",
       "  'cast': ['Edith Borella', 'Charlotte Burton', 'George Field'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Soul Astray',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'William Bertram', 'Edith Borella'],\n",
       "  'genres': []},\n",
       " {'title': 'The Sower Reaps',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Harry von Meter', 'Vivian Rich'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Sparrow of the Circus',\n",
       "  'year': 1914,\n",
       "  'cast': ['B. Reeves Eason', 'Jack Richardson'],\n",
       "  'genres': []},\n",
       " {'title': 'The Spoilers',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Farnum', 'Kathlyn Williams', 'Tom Santschi'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Squaw Man',\n",
       "  'year': 1914,\n",
       "  'cast': ['Dustin Farnum'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Star Boarder',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin',\n",
       "   'Minta Durfee',\n",
       "   'Edgar Kennedy',\n",
       "   'Alice Davenport',\n",
       "   'Gordon Griffith'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Story of Little Italy',\n",
       "  'year': 1914,\n",
       "  'cast': ['Sydney Ayres',\n",
       "   'Jacques Jaccard',\n",
       "   'Jack Richardson',\n",
       "   'Vivian Rich',\n",
       "   'Harry von Meter'],\n",
       "  'genres': []},\n",
       " {'title': 'The Story of the Olive',\n",
       "  'year': 1914,\n",
       "  'cast': ['Sydney Ayres',\n",
       "   'Perry Banks',\n",
       "   'Edith Borella',\n",
       "   'Caroline Cooke',\n",
       "   'Harry von Meter'],\n",
       "  'genres': []},\n",
       " {'title': \"The Strength o' Ten\",\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Harry von Meter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Study in Scarlet',\n",
       "  'year': 1914,\n",
       "  'cast': ['Francis Ford', 'Grace Cunard', 'John Ford'],\n",
       "  'genres': []},\n",
       " {'title': 'Sweet and Low',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Harry von Meter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Such a Little Queen',\n",
       "  'year': 1914,\n",
       "  'cast': ['Mary Pickford', 'Harold Lockwood'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Taming of Sunnybrook Nell',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Louise Lester', 'B. Reeves Eason'],\n",
       "  'genres': []},\n",
       " {'title': 'Tango Tangles',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Fatty Arbuckle', 'Ford Sterling'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Telltale Knife',\n",
       "  'year': 1914,\n",
       "  'cast': ['Tom Mix', 'Hoot Gibson'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Ten of Spades',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood',\n",
       "   'Victory Bateman',\n",
       "   'William Lowery',\n",
       "   'Muriel Ostriche'],\n",
       "  'genres': []},\n",
       " {'title': 'Tess of the Storm Country',\n",
       "  'year': 1914,\n",
       "  'cast': ['Mary Pickford'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Their Worldly Goods',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Edith Borella', 'Charlotte Burton'],\n",
       "  'genres': []},\n",
       " {'title': \"This Is th' Life\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'George Field',\n",
       "   'Edward Coxen',\n",
       "   'Edith Borella',\n",
       "   'John Steppling'],\n",
       "  'genres': []},\n",
       " {'title': 'Those Love Pangs',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Chester Conklin', 'Cecile Arnold'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Ticket to Red Horse Gulch',\n",
       "  'year': 1914,\n",
       "  'cast': ['Belle Bennett', 'William Garwood', 'William Lowery'],\n",
       "  'genres': ['Western']},\n",
       " {'title': \"Tillie's Punctured Romance\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin',\n",
       "   'Marie Dressler',\n",
       "   'Mabel Normand',\n",
       "   'Keystone Kops'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'To Be Called For',\n",
       "  'year': 1914,\n",
       "  'cast': ['Adda Gleason', 'Lafe McKee', 'Earle Foxe'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Town of Nazareth',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'William Bertram',\n",
       "   'Albert Cavens',\n",
       "   'Edward Coxen'],\n",
       "  'genres': []},\n",
       " {'title': 'True Western Hearts',\n",
       "  'year': 1914,\n",
       "  'cast': ['Sydney Ayres', 'Helen Armstrong', 'Jacques Jaccard'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'A Turn of the Cards',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood', 'Howard Davies', 'William Lowery'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Twenty Minutes of Love',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlie Chaplin', 'Minta Durfee', 'Edgar Kennedy'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"Uncle Tom's Cabin (1914 film)\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Sam Lucas', 'Teresa Michelena', 'Roy Applegate'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Unlawful Trade',\n",
       "  'year': 1914,\n",
       "  'cast': ['Pauline Bush', 'William Lloyd'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Unmasking',\n",
       "  'year': 1914,\n",
       "  'cast': ['William Garwood',\n",
       "   'Harry De Vere',\n",
       "   'Jack Richardson',\n",
       "   'Vivian Rich'],\n",
       "  'genres': []},\n",
       " {'title': 'Unto the Weak',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'William Bertram'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Virginian',\n",
       "  'year': 1914,\n",
       "  'cast': ['Dustin Farnum'],\n",
       "  'genres': ['Western']},\n",
       " {'title': \"What's His Name\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Max Figman', 'Lolita Robertson'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'When a Woman Waits',\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Bessie Banks'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"The Widow's Investment\",\n",
       "  'year': 1914,\n",
       "  'cast': ['Charlotte Burton', 'Sydney Ayres', 'Chick Morrison'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Wildflower',\n",
       "  'year': 1914,\n",
       "  'cast': ['Marguerite Clark', 'Harold Lockwood'],\n",
       "  'genres': ['Romance']},\n",
       " {'title': 'The Wishing Ring',\n",
       "  'year': 1914,\n",
       "  'cast': ['Vivian Martin', 'Alec B. Francis', 'Chester Barnett'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Wrath of the Gods',\n",
       "  'year': 1914,\n",
       "  'cast': ['Sessue Hayakawa', 'Tsuru Aoki', 'Frank Borzage'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Wrong Birds',\n",
       "  'year': 1914,\n",
       "  'cast': ['Edith Borella',\n",
       "   'Charlotte Burton',\n",
       "   'George Field',\n",
       "   'Edward Coxen'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'After Five',\n",
       "  'year': 1915,\n",
       "  'cast': ['Edward Abeles', 'Sessue Hayakawa'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'After the Storm',\n",
       "  'year': 1915,\n",
       "  'cast': ['Vivian Rich', 'Harry von Meter'],\n",
       "  'genres': []},\n",
       " {'title': 'Anna Karenina',\n",
       "  'year': 1915,\n",
       "  'cast': ['Betty Nansen', 'and', 'Edward José'],\n",
       "  'genres': ['Historical', 'Drama']},\n",
       " {'title': 'The Arab',\n",
       "  'year': 1915,\n",
       "  'cast': ['Edgar Selwyn', 'Horace B. Carpenter'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Assayer of Lone Gap',\n",
       "  'year': 1915,\n",
       "  'cast': ['Perry Banks', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': \"Auntie's Portrait\",\n",
       "  'year': 1915,\n",
       "  'cast': ['Sidney Drew', 'Ethel Lee'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'The Barren Gain',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charlotte Burton'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Beachcomber',\n",
       "  'year': 1915,\n",
       "  'cast': ['Hobart Bosworth'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Beyond His Fondest Hopes',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Birth of a Nation',\n",
       "  'year': 1915,\n",
       "  'cast': ['Lillian Gish', 'Mae Marsh'],\n",
       "  'genres': []},\n",
       " {'title': 'The Blot on the Shield',\n",
       "  'year': 1915,\n",
       "  'cast': ['Dick La Reno', 'Vivian Rich'],\n",
       "  'genres': []},\n",
       " {'title': 'The Bluffers',\n",
       "  'year': 1915,\n",
       "  'cast': ['Vivian Rich', 'Gayne Whitman'],\n",
       "  'genres': []},\n",
       " {'title': 'Buckshot John',\n",
       "  'year': 1915,\n",
       "  'cast': ['Hobart Bosworth'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Bughouse Bellhops',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Burlesque on Carmen',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charles Chaplin', 'Edna Purviance'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Captive',\n",
       "  'year': 1915,\n",
       "  'cast': ['Blanche Sweet', 'House Peters'],\n",
       "  'genres': ['Historical']},\n",
       " {'title': 'Carmen',\n",
       "  'year': 1915,\n",
       "  'cast': ['Geraldine Farrar', 'Wallace Reid'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'Carmen',\n",
       "  'year': 1915,\n",
       "  'cast': ['Theda Bara'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Champion',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charles Chaplin'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'The Cheat',\n",
       "  'year': 1915,\n",
       "  'cast': ['Fannie Ward', 'Sessue Hayakawa'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Chimmie Fadden',\n",
       "  'year': 1915,\n",
       "  'cast': ['Victor Moore'],\n",
       "  'genres': ['Comedy', 'Western']},\n",
       " {'title': 'Chimmie Fadden Out West',\n",
       "  'year': 1915,\n",
       "  'cast': ['Victor Moore'],\n",
       "  'genres': ['Comedy', 'Western']},\n",
       " {'title': 'The Chorus Lady',\n",
       "  'year': 1915,\n",
       "  'cast': ['Cleo Ridgely', 'Marjorie Daw'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Christmas Memories',\n",
       "  'year': 1915,\n",
       "  'cast': ['Delmer Daves', 'Robert Z. Leonard'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Close-Cropped Clippings',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Commuters',\n",
       "  'year': 1915,\n",
       "  'cast': ['Irene Fenwick'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Competition',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charlotte Burton'],\n",
       "  'genres': []},\n",
       " {'title': 'Court House Crooks',\n",
       "  'year': 1915,\n",
       "  'cast': ['Ford Sterling', 'Charles Arling'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'David Harum',\n",
       "  'year': 1915,\n",
       "  'cast': ['William H. Crane', 'May Allison'],\n",
       "  'genres': ['Romance', 'Comedy']},\n",
       " {'title': 'The Day of Reckoning',\n",
       "  'year': 1915,\n",
       "  'cast': ['Vivian Rich', 'David Lythgoe'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Double Trouble',\n",
       "  'year': 1915,\n",
       "  'cast': ['Douglas Fairbanks', 'Margery Wilson'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Drawing the Line',\n",
       "  'year': 1915,\n",
       "  'cast': ['Lillian Buckingham'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Enoch Arden',\n",
       "  'year': 1915,\n",
       "  'cast': ['Alfred Paget', 'Lillian Gish'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Exile of Bar-K Ranch',\n",
       "  'year': 1915,\n",
       "  'cast': ['Jack Richardson'],\n",
       "  'genres': ['Western']},\n",
       " {'title': \"Fatty's Tintype Tangle\",\n",
       "  'year': 1915,\n",
       "  'cast': ['Fatty Arbuckle'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Fool There Was',\n",
       "  'year': 1915,\n",
       "  'cast': ['Theda Bara', 'Edward Jose'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Foozle at the Tee Party',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Four Feathers',\n",
       "  'year': 1915,\n",
       "  'cast': ['Edgar L. Davenport', 'Fuller Mellish'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"From Italy's Shores\",\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Fresh from the Farm',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Girl of the Golden West',\n",
       "  'year': 1915,\n",
       "  'cast': ['Mabel Van Buren'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'A Girl of Yesterday',\n",
       "  'year': 1915,\n",
       "  'cast': ['Mary Pickford', 'Jack Pickford'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Giving Them Fits',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Golden Chance',\n",
       "  'year': 1915,\n",
       "  'cast': ['Cleo Ridgely', 'Wallace Reid'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Good Business Deal',\n",
       "  'year': 1915,\n",
       "  'cast': ['Jack Richardson'],\n",
       "  'genres': []},\n",
       " {'title': 'Great While It Lasted',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Hearts in Shadow',\n",
       "  'year': 1915,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'His New Job',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charlie Chaplin', 'Ben Turpin'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Honor of the District Attorney',\n",
       "  'year': 1915,\n",
       "  'cast': ['Vivian Rich'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Hungry Actors',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Immigrant',\n",
       "  'year': 1915,\n",
       "  'cast': ['Valeska Suratt'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'In The Park',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charlie Chaplin', 'Leo White', 'Edna Purviance'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'In Trust',\n",
       "  'year': 1915,\n",
       "  'cast': ['Bessie Banks', 'Perry Banks'],\n",
       "  'genres': []},\n",
       " {'title': 'Inspiration',\n",
       "  'year': 1915,\n",
       "  'cast': ['Audrey Munson', 'Thomas A. Curran'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Italian',\n",
       "  'year': 1915,\n",
       "  'cast': ['George Beban', 'Clara Williams'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Judge Not; or The Woman of Mona Diggings',\n",
       "  'year': 1915,\n",
       "  'cast': ['Julia Dean', 'Harry Carter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Just Nuts',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Kindling', 'year': 1915, 'cast': [], 'genres': []},\n",
       " {'title': \"Lady Audley's Secret\",\n",
       "  'year': 1915,\n",
       "  'cast': ['Theda Bara', 'Riley Hatch'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Lamb',\n",
       "  'year': 1915,\n",
       "  'cast': ['Douglas Fairbanks Sr.', 'Seena Owen'],\n",
       "  'genres': []},\n",
       " {'title': 'The Little Lady Next Door',\n",
       "  'year': 1915,\n",
       "  'cast': ['Perry Banks', 'Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'Lonesome Luke, Social Gangster',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Love, Loot and Crash',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charley Chase', 'Dora Rodgers'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"Mabel and Fatty Viewing the World's Fair at San Francisco\",\n",
       "  'year': 1915,\n",
       "  'cast': ['Mabel Normand', 'Fatty Arbuckle'],\n",
       "  'genres': []},\n",
       " {'title': 'The Man from Texas',\n",
       "  'year': 1915,\n",
       "  'cast': ['Tom Mix'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Martyrs of the Alamo',\n",
       "  'year': 1915,\n",
       "  'cast': ['Sam De Grasse'],\n",
       "  'genres': ['Historical']},\n",
       " {'title': 'A Mixup for Mazie',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Mountain Mary',\n",
       "  'year': 1915,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'The Newer Way',\n",
       "  'year': 1915,\n",
       "  'cast': ['Joseph Galbraith'],\n",
       "  'genres': []},\n",
       " {'title': \"Peculiar Patients' Pranks\",\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Pete, the Pedal Polisher',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Poet of the Peaks',\n",
       "  'year': 1915,\n",
       "  'cast': ['Louise Lester'],\n",
       "  'genres': []},\n",
       " {'title': 'Pool Sharks',\n",
       "  'year': 1915,\n",
       "  'cast': ['W. C. Fields'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'The Pretty Sister of Jose',\n",
       "  'year': 1915,\n",
       "  'cast': ['Marguerite Clark', 'Jack Pickford'],\n",
       "  'genres': ['Romance']},\n",
       " {'title': 'Profit from Loss',\n",
       "  'year': 1915,\n",
       "  'cast': ['Vivian Rich'],\n",
       "  'genres': []},\n",
       " {'title': 'A Question of Honor',\n",
       "  'year': 1915,\n",
       "  'cast': ['Jack Richardson'],\n",
       "  'genres': []},\n",
       " {'title': 'Ragtime Snap Shots',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': []},\n",
       " {'title': 'The Raven',\n",
       "  'year': 1915,\n",
       "  'cast': ['Henry Walthall'],\n",
       "  'genres': ['Biography']},\n",
       " {'title': 'Regeneration',\n",
       "  'year': 1915,\n",
       "  'cast': ['Rockliffe Fellowes', 'Anna Q. Nilsson'],\n",
       "  'genres': ['Crime', 'Drama']},\n",
       " {'title': 'The Ring of Destiny',\n",
       "  'year': 1915,\n",
       "  'cast': ['Cleo Madison', 'Hoot Gibson'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Ruses, Rhymes and Roughnecks',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': []},\n",
       " {'title': 'She Walketh Alone', 'year': 1915, 'cast': [], 'genres': []},\n",
       " {'title': 'Should a Wife Forgive?',\n",
       "  'year': 1915,\n",
       "  'cast': ['Lillian Lorraine', 'Henry King'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Silver Lining',\n",
       "  'year': 1915,\n",
       "  'cast': ['Gayne Whitman', 'Vivian Rich'],\n",
       "  'genres': []},\n",
       " {'title': 'A Small Town Girl',\n",
       "  'year': 1915,\n",
       "  'cast': ['Pauline Bush', 'William Lloyd', 'Lon Chaney'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"The Smuggler's Cave\",\n",
       "  'year': 1915,\n",
       "  'cast': ['Jack Richardson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Solution to the Mystery',\n",
       "  'year': 1915,\n",
       "  'cast': ['Vivian Rich'],\n",
       "  'genres': []},\n",
       " {'title': 'Some Baby', 'year': 1915, 'cast': ['Harold Lloyd'], 'genres': []},\n",
       " {'title': 'The Soul of Broadway',\n",
       "  'year': 1915,\n",
       "  'cast': ['Valeska Suratt'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Spirit of Adventure',\n",
       "  'year': 1915,\n",
       "  'cast': ['Jack Richardson'],\n",
       "  'genres': []},\n",
       " {'title': 'Spit-Ball Sadie',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': []},\n",
       " {'title': 'Stingaree', 'year': 1915, 'cast': ['True Boardman'], 'genres': []},\n",
       " {'title': 'A Submarine Pirate',\n",
       "  'year': 1915,\n",
       "  'cast': ['Syd Chaplin', 'Wesley Ruggles'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Substitute Minister',\n",
       "  'year': 1915,\n",
       "  'cast': ['Vivian Rich'],\n",
       "  'genres': []},\n",
       " {'title': 'Temptation',\n",
       "  'year': 1915,\n",
       "  'cast': ['Geraldine Farrar', 'Theodore Roberts'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Terribly Stuck Up',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Their Social Splash',\n",
       "  'year': 1915,\n",
       "  'cast': ['Slim Summerville', 'Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Tinkering with Trouble',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd', 'Snub Pollard'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'To Melody a Soul Responds',\n",
       "  'year': 1915,\n",
       "  'cast': ['Ashton Dearholt'],\n",
       "  'genres': []},\n",
       " {'title': 'To Rent Furnished',\n",
       "  'year': 1915,\n",
       "  'cast': ['Bessie Banks'],\n",
       "  'genres': []},\n",
       " {'title': 'The Toast of Death',\n",
       "  'year': 1915,\n",
       "  'cast': ['Louise Glaum'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Tramp',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charles Chaplin'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'The Two Orphans',\n",
       "  'year': 1915,\n",
       "  'cast': ['Theda Bara'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Unafraid',\n",
       "  'year': 1915,\n",
       "  'cast': ['Rita Jolivet', 'House Peters'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Vampire (1915 film)',\n",
       "  'year': 1915,\n",
       "  'cast': ['Olga Petrova'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Warrens of Virginia',\n",
       "  'year': 1915,\n",
       "  'cast': ['Blanche Sweet', 'James Neill'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Wasp', 'year': 1915, 'cast': ['Vivian Rich'], 'genres': []},\n",
       " {'title': 'The Wild Goose Chase',\n",
       "  'year': 1915,\n",
       "  'cast': ['Ina Claire', 'Lucien Littlefield'],\n",
       "  'genres': ['Comedy', 'Drama']},\n",
       " {'title': 'Willie Runs the Park',\n",
       "  'year': 1915,\n",
       "  'cast': ['Harold Lloyd', 'Jane Novak'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Work',\n",
       "  'year': 1915,\n",
       "  'cast': ['Charles Chaplin', 'Edna Purviance'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': '20,000 Leagues Under the Sea',\n",
       "  'year': 1916,\n",
       "  'cast': ['Lois Alexander',\n",
       "   'Curtis Benton',\n",
       "   'Wallace Clarke',\n",
       "   'Allen Holubar'],\n",
       "  'genres': ['Action', 'Adventure']},\n",
       " {'title': 'A La Cabaret',\n",
       "  'year': 1916,\n",
       "  'cast': ['Ora Carew', 'Joseph Belmont', 'Blanche Payson'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Abandonment',\n",
       "  'year': 1916,\n",
       "  'cast': ['Forrest Taylor', 'Harry von Meter', 'Helene Rosson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'American Aristocracy',\n",
       "  'year': 1916,\n",
       "  'cast': ['Douglas Fairbanks', 'Jewel Carmen'],\n",
       "  'genres': ['Adventure', 'Comedy']},\n",
       " {'title': 'The Americano',\n",
       "  'year': 1916,\n",
       "  'cast': ['Douglas Fairbanks'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': \"Arthur's Desperate Resolve\",\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Lois Wilson'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Aryan',\n",
       "  'year': 1916,\n",
       "  'cast': ['William S. Hart', 'Louise Glaum', 'Bessie Love'],\n",
       "  'genres': ['Western', 'Drama']},\n",
       " {'title': 'Behind the Screen',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance', 'Eric Campbell'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Betty of Greystone',\n",
       "  'year': 1916,\n",
       "  'cast': ['Dorothy Gish', 'Owen Moore'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Billy's War Brides\",\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Sonia Marcelle', 'Molly Gilmore'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Broken Cross',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lockwood', 'May Allison'],\n",
       "  'genres': ['Romance']},\n",
       " {'title': 'The Bondman',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Farnum', 'Dorothy Bernard', 'L.O. Hart'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Broken Fetters',\n",
       "  'year': 1916,\n",
       "  'cast': ['Kittens Reichert', 'Violet Mersereau'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Bruiser',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlotte Burton',\n",
       "   'William Russell',\n",
       "   'George Ferguson',\n",
       "   'Lizette Thorne'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Children in the House',\n",
       "  'year': 1916,\n",
       "  'cast': ['Norma Talmadge', 'Eugene Pallette'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Civilization',\n",
       "  'year': 1916,\n",
       "  'cast': ['Howard C. Hickman', 'Enid Markey', 'George Fisher'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Count',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance', 'Eric Campbell'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Craving',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlotte Burton', 'William Russell', 'Helene Rosson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Curse of Quon Gwon',\n",
       "  'year': 1916,\n",
       "  'cast': [],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Daughter of the Gods',\n",
       "  'year': 1916,\n",
       "  'cast': ['Annette Kellerman', 'Hal De Forrest'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Decoy',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Edward Brady', 'Lois Wilson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Divorce and the Daughter',\n",
       "  'year': 1916,\n",
       "  'cast': ['Florence La Badie', 'Edwin Stanley', 'Ethelmary Oakland'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Dream Girl',\n",
       "  'year': 1916,\n",
       "  'cast': ['Mae Murray', 'Theodore Roberts', 'Earle Foxe'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Dulcie's Adventure\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Mary Miles Minter',\n",
       "   'Bessie Banks',\n",
       "   'Marie Van Tassell',\n",
       "   'Harry von Meter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Energetic Eva',\n",
       "  'year': 1916,\n",
       "  'cast': ['Eva Tanguay'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Fatal Glass of Beer',\n",
       "  'year': 1916,\n",
       "  'cast': ['Elmo Lincoln', 'Tully Marshall'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Fate of the Dolphin',\n",
       "  'year': 1916,\n",
       "  'cast': ['Perry Banks', 'Edward Coxen'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Fatty and Mabel Adrift',\n",
       "  'year': 1916,\n",
       "  'cast': ['Roscoe \"Fatty\" Arbuckle', 'Mabel Normand'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Felix on the Job',\n",
       "  'year': 1916,\n",
       "  'cast': ['Lon Chaney'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Fireman',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance', 'Lloyd Bacon'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'The Floorwalker',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin',\n",
       "   'Edna Purviance',\n",
       "   'Eric Campbell',\n",
       "   'Lloyd Bacon'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'The Gamble',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lockwood', 'May Allison'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Gentle Art of Burglary',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Violet Mersereau'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Going Straight',\n",
       "  'year': 1916,\n",
       "  'cast': ['Norma Talmadge', 'Ralph Lewis'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Good Bad Man',\n",
       "  'year': 1916,\n",
       "  'cast': ['Douglas Fairbanks', 'Sam De Grasse'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Gretchen the Greenhorn',\n",
       "  'year': 1916,\n",
       "  'cast': ['Dorothy Gish', 'Ralph Lewis', 'Elmo Lincoln'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Grey Sisterhood',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Stella LeSaint', 'Ogden Crane'],\n",
       "  'genres': ['Mystery']},\n",
       " {'title': 'The Habit of Happiness',\n",
       "  'year': 1916,\n",
       "  'cast': ['Douglas Fairbanks', 'George Fawcett'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Half-Breed',\n",
       "  'year': 1916,\n",
       "  'cast': ['Douglas Fairbanks', 'Alma Rubens', 'Sam De Grasse'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'He Wrote a Book',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Edward Brady'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Heart of Nora Flynn',\n",
       "  'year': 1916,\n",
       "  'cast': ['Marie Doro', 'Elliott Dexter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Hell's Hinges\",\n",
       "  'year': 1916,\n",
       "  'cast': ['William S. Hart', 'Clara Williams'],\n",
       "  'genres': []},\n",
       " {'title': 'The Highest Bid',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Russell', 'Charlotte Burton'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'His Picture',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Violet Mersereau', 'Clara Beyers'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Hoodoo Ann',\n",
       "  'year': 1916,\n",
       "  'cast': ['Mae Marsh', 'Robert Harron'],\n",
       "  'genres': ['Comedy', 'Drama']},\n",
       " {'title': 'Hulda from Holland',\n",
       "  'year': 1916,\n",
       "  'cast': ['Mary Pickford', 'Frank Losee'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Innocent Lie',\n",
       "  'year': 1916,\n",
       "  'cast': ['Valentine Grant', 'Jack J. Clark'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'An Innocent Magdalene',\n",
       "  'year': 1916,\n",
       "  'cast': ['Lillian Gish', 'Spottiswoode Aitken'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Intolerance',\n",
       "  'year': 1916,\n",
       "  'cast': ['Mae Marsh', 'Robert Harron', 'Constance Talmadge', 'Lillian Gish'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Joan the Woman',\n",
       "  'year': 1916,\n",
       "  'cast': ['Geraldine Farrar'],\n",
       "  'genres': ['Historical']},\n",
       " {'title': 'La Bohème',\n",
       "  'year': 1916,\n",
       "  'cast': ['Alice Brady', 'Paul Capellani'],\n",
       "  'genres': ['Historical', 'Drama']},\n",
       " {'title': 'The League of the Future',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood'],\n",
       "  'genres': []},\n",
       " {'title': 'Let Katy Do It',\n",
       "  'year': 1916,\n",
       "  'cast': ['Jane Grey', 'Tully Marshall'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Lights of New York',\n",
       "  'year': 1916,\n",
       "  'cast': ['Leah Baird', 'Walter McGrail', 'Adele DeGarde'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Lillo of the Sulu Seas',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lockwood', 'May Allison'],\n",
       "  'genres': ['Romance']},\n",
       " {'title': 'Little Eve Edgarton',\n",
       "  'year': 1916,\n",
       "  'cast': ['Ella Hall', 'Doris Pawn'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Lonesome Luke Leans to the Literary',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Lonesome Luke Lolls in Luxury',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Lonesome Luke, Circus King',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'The Love Girl',\n",
       "  'year': 1916,\n",
       "  'cast': ['Ella Hall', 'Adele Farrington'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Love Hermit',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Russell', 'Charlotte Burton'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Luke and the Bang-Tails',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke and the Bomb Throwers',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke and the Mermaids',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke and the Rural Roughnecks',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Does the Midway',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Foils the Villain',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Joins the Navy',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Laughs Last',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Locates the Loot',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Lugs Luggage',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Pipes the Pippins',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke Rides Roughshod',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke, Crystal Gazer',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke, Patient Provider',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke, Rank Impersonator',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke, the Candy Cut-Up',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke, the Chauffeur',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Luke, the Gladiator',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Double\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Fatal Flivver\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Fireworks Fizzle\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Late Lunchers\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Lost Lamb\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Movie Muddle\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Newsie Knockout\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Preparedness Preparations\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Shattered Sleep\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Society Mixup\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Speedy Club Life\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': \"Luke's Washful Waiting\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Macbeth',\n",
       "  'year': 1916,\n",
       "  'cast': ['Herbert Beerbohm Tree', 'Constance Collier', 'Wilfred Lucas'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Madame X',\n",
       "  'year': 1916,\n",
       "  'cast': ['Dorothy Donnelly', 'John Bowers'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Man Who Would Not Die',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlotte Burton', 'Harry Keenan'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Man in the Sombrero',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lockwood', 'May Allison', 'William Stowell'],\n",
       "  'genres': ['Romance', 'Drama']},\n",
       " {'title': 'Manhattan Madness',\n",
       "  'year': 1916,\n",
       "  'cast': ['Douglas Fairbanks', 'Jewel Carmen'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Maria Rosa',\n",
       "  'year': 1916,\n",
       "  'cast': ['Geraldine Farrar', 'Wallace Reid'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Martha's Vindication\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Norma Talmadge', 'Seena Owen'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Matching Dreams',\n",
       "  'year': 1916,\n",
       "  'cast': ['Sylvia Ashton', 'Vivian Rich'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'A Message to Garcia',\n",
       "  'year': 1916,\n",
       "  'cast': ['Mabel Trunnelle', 'Charles Sutton'],\n",
       "  'genres': []},\n",
       " {'title': 'The Missing Links',\n",
       "  'year': 1916,\n",
       "  'cast': ['Thomas Jefferson', 'Elmer Clifton', 'Robert Harron'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Moonshiners',\n",
       "  'year': 1916,\n",
       "  'cast': ['Joe Bordeaux', 'J. Herbert Frank'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Oliver Twist',\n",
       "  'year': 1916,\n",
       "  'cast': ['Marie Doro', 'Tully Marshall'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'One A.M.',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'The Other Side of the Door',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lockwood', 'May Allison'],\n",
       "  'genres': ['Romance', 'Drama']},\n",
       " {'title': 'The Pawnshop',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance', 'Henry Bergman'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Pay Dirt',\n",
       "  'year': 1916,\n",
       "  'cast': ['Henry King', 'Marguerite Nichols'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Plow Girl',\n",
       "  'year': 1916,\n",
       "  'cast': ['Mae Murray', 'Elliott Dexter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Police',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance', 'Wesley Ruggles'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'Ramona',\n",
       "  'year': 1916,\n",
       "  'cast': ['Adda Gleason', 'Mabel Van Buren', 'Ann Dvorak'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Release of Dan Forbes',\n",
       "  'year': 1916,\n",
       "  'cast': ['Helene Rosson', 'William Stowell', 'Harry von Meter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Rink',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance'],\n",
       "  'genres': ['Short', 'Comedy']},\n",
       " {'title': 'A Sanitarium Scramble',\n",
       "  'year': 1916,\n",
       "  'cast': ['Sylvia Ashton'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Secret Love',\n",
       "  'year': 1916,\n",
       "  'cast': ['Jack Curtis', 'Helen Ware'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Secret Wire',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lockwood', 'May Allison'],\n",
       "  'genres': ['Romance']},\n",
       " {'title': 'Sequel to the Diamond from the Sky',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Russell', 'Dodo Newton'],\n",
       "  'genres': []},\n",
       " {'title': 'Shadows', 'year': 1916, 'cast': ['Frank Mayo'], 'genres': []},\n",
       " {'title': 'Sherlock Holmes',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Gillette', 'Edward Fielding'],\n",
       "  'genres': ['Mystery']},\n",
       " {'title': 'A Sister of Six',\n",
       "  'year': 1916,\n",
       "  'cast': ['Ben Lewis', 'Bessie Love'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Smugglers of Santa Cruz',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlotte Burton'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Snow White',\n",
       "  'year': 1916,\n",
       "  'cast': ['Marguerite Clark'],\n",
       "  'genres': ['Fantasy']},\n",
       " {'title': 'A Society Sherlock',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Irma Dawkins'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Soul at Stake',\n",
       "  'year': 1916,\n",
       "  'cast': ['Andrew Arbuckle', 'Lois Wilson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"The Soul's Cycle\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Patricia Palmer'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Stampede in the Night',\n",
       "  'year': 1916,\n",
       "  'cast': ['Hoot Gibson', 'Olive Carey'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Stepping Stone',\n",
       "  'year': 1916,\n",
       "  'cast': ['Frank Keenan', 'Mary Boland'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Strength of Donald McKenzie',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Russell', 'Jack Prescott'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Them Was the Happy Days!',\n",
       "  'year': 1916,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Thoroughbred',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlotte Burton', 'Jack Prescott'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Three Fingered Jenny',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Garwood', 'Stella LeSaint', 'Carmen Phillips'],\n",
       "  'genres': ['Mystery']},\n",
       " {'title': 'Time and Tide',\n",
       "  'year': 1916,\n",
       "  'cast': ['Hugh Bennett'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'To Have and to Hold',\n",
       "  'year': 1916,\n",
       "  'cast': ['Mae Murray', 'Wallace Reid'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Torch Bearer',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlotte Burton', 'Harry Keenan'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Trail of the Lonesome Pine',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charlotte Walker', 'Thomas Meighan'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'True Nobility',\n",
       "  'year': 1916,\n",
       "  'cast': ['Helene Rosson', 'Forrest Taylor'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Twinkler',\n",
       "  'year': 1916,\n",
       "  'cast': ['William Russell', 'Charlotte Burton'],\n",
       "  'genres': ['Crime']},\n",
       " {'title': 'Two Seats at the Opera',\n",
       "  'year': 1916,\n",
       "  'cast': ['William J. Welsh'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Under Two Flags',\n",
       "  'year': 1916,\n",
       "  'cast': ['Theda Bara', 'Herbert Heyes'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Undertow',\n",
       "  'year': 1916,\n",
       "  'cast': ['Franklin Ritchie', 'Helene Rosson'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Vagabond',\n",
       "  'year': 1916,\n",
       "  'cast': ['Charles Chaplin', 'Edna Purviance'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Viviana',\n",
       "  'year': 1916,\n",
       "  'cast': ['Sylvia Ashton'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Where Are My Children?',\n",
       "  'year': 1916,\n",
       "  'cast': ['Tyrone Power Sr', 'Juan de la Cruz'],\n",
       "  'genres': ['Crime', 'Drama']},\n",
       " {'title': 'The White Rosette',\n",
       "  'year': 1916,\n",
       "  'cast': ['Eugenie Forde', 'Richard La Reno'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Youth's Endearing Charm\",\n",
       "  'year': 1916,\n",
       "  'cast': ['Mary Miles Minter', 'Wallace MacDonald'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Adventurer',\n",
       "  'year': 1917,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'All Aboard',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'As Men Love',\n",
       "  'year': 1917,\n",
       "  'cast': ['House Peters Sr.', 'Myrtle Stedman', 'Jack W. Johnston'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'At First Sight',\n",
       "  'year': 1917,\n",
       "  'cast': ['Mae Murray', 'Sam Hardy'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Babes in the Woods',\n",
       "  'year': 1917,\n",
       "  'cast': ['Francis Carpenter', 'Virginia Lee Corbin'],\n",
       "  'genres': ['Fantasy']},\n",
       " {'title': 'The Bad Boy',\n",
       "  'year': 1917,\n",
       "  'cast': ['Robert Harron', 'Richard Cummings'],\n",
       "  'genres': ['Crime', 'Drama']},\n",
       " {'title': 'Bashful',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Big Idea',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Birds of a Feather',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd', 'Snub Pollard'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Black Orchids',\n",
       "  'year': 1917,\n",
       "  'cast': ['Cleo Madison', 'Francis McDonald'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Bliss',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': \"The Bride's Silence\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Gail Kane', 'Lewis J. Cody'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Bucking Broadway',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harry Carey', 'Molly Malone'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Butcher Boy',\n",
       "  'year': 1917,\n",
       "  'cast': ['Fatty Arbuckle', 'Buster Keaton'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'By the Sad Sea Waves',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Camille',\n",
       "  'year': 1917,\n",
       "  'cast': ['Theda Bara', 'Alan Roscoe'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': \"Cheyenne's Pal\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harry Carey', 'Gertrude Astor'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Cleopatra',\n",
       "  'year': 1917,\n",
       "  'cast': ['Theda Bara', 'Fritz Leiber Sr.', 'Thurston Hall'],\n",
       "  'genres': ['Historical']},\n",
       " {'title': 'Clubs Are Trump',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Coney Island',\n",
       "  'year': 1917,\n",
       "  'cast': ['Fatty Arbuckle', 'Buster Keaton'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Cure',\n",
       "  'year': 1917,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance', 'Eric Campbell'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Devil-Stone',\n",
       "  'year': 1917,\n",
       "  'cast': ['Geraldine Farrar', 'Wallace Reid'],\n",
       "  'genres': ['Romance']},\n",
       " {'title': 'Down to Earth',\n",
       "  'year': 1917,\n",
       "  'cast': ['Douglas Fairbanks', 'Eileen Percy'],\n",
       "  'genres': ['Romance', 'Comedy']},\n",
       " {'title': 'Easy Street',\n",
       "  'year': 1917,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Enlighten Thy Daughter',\n",
       "  'year': 1917,\n",
       "  'cast': [],\n",
       "  'genres': ['Erotic']},\n",
       " {'title': 'The Flirt',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Flower of Doom',\n",
       "  'year': 1917,\n",
       "  'cast': ['Wedgwood Nowell', 'Yvette Mitchell'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'From Laramie to London',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Golden Rule Kate',\n",
       "  'year': 1917,\n",
       "  'cast': ['Louise Glaum'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Great Expectations',\n",
       "  'year': 1917,\n",
       "  'cast': ['Jack Pickford', 'Louise Huff'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Gulf Between',\n",
       "  'year': 1917,\n",
       "  'cast': ['Grace Darmond', 'Niles Welch'],\n",
       "  'genres': ['Comedy', 'Drama']},\n",
       " {'title': 'Hands Up!',\n",
       "  'year': 1917,\n",
       "  'cast': ['Wilfred Lucas', 'Colleen Moore'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'Her Right to Live',\n",
       "  'year': 1917,\n",
       "  'cast': ['Peggy Hyland', 'Antonio Moreno'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'His Wedding Night',\n",
       "  'year': 1917,\n",
       "  'cast': ['Fatty Arbuckle', 'Buster Keaton'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'The Immigrant',\n",
       "  'year': 1917,\n",
       "  'cast': ['Charlie Chaplin', 'Edna Purviance'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'In Again, Out Again',\n",
       "  'year': 1917,\n",
       "  'cast': ['Douglas Fairbanks'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'Jack and the Beanstalk',\n",
       "  'year': 1917,\n",
       "  'cast': ['Francis Carpenter', 'Virginia Lee Corbin'],\n",
       "  'genres': ['Fantasy']},\n",
       " {'title': 'Jim Bludso',\n",
       "  'year': 1917,\n",
       "  'cast': ['Wilfred Lucas', 'Olga Grey'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Jury of Fate',\n",
       "  'year': 1917,\n",
       "  'cast': ['Mabel Taliaferro'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'A Kentucky Cinderella',\n",
       "  'year': 1917,\n",
       "  'cast': ['Ruth Clifford'],\n",
       "  'genres': []},\n",
       " {'title': 'The Lad and the Lion',\n",
       "  'year': 1917,\n",
       "  'cast': ['Vivian Reed', 'Will Machin'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'The Land of the Long Shadows',\n",
       "  'year': 1917,\n",
       "  'cast': ['Jack Gardner', 'Ruth King'],\n",
       "  'genres': ['Western']},\n",
       " {'title': 'The Little American',\n",
       "  'year': 1917,\n",
       "  'cast': ['Mary Pickford'],\n",
       "  'genres': ['War', 'Drama']},\n",
       " {'title': 'Little Lost Sister',\n",
       "  'year': 1917,\n",
       "  'cast': ['Vivian Reed', 'George Fawcett'],\n",
       "  'genres': []},\n",
       " {'title': 'The Little Princess',\n",
       "  'year': 1917,\n",
       "  'cast': ['Mary Pickford', 'Norman Kerry', 'ZaSu Pitts'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Lonesome Luke, Lawyer',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Lonesome Luke, Mechanic',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Lonesome Luke, Messenger',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Lonesome Luke, Plumber',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Lonesome Luke Loses Patients',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Lonesome Luke on Tin Can Alley',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': \"Lonesome Luke's Honeymoon\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': \"Lonesome Luke's Lively Life\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': \"Lonesome Luke's Lovely Rifle\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': \"Lonesome Luke's Wild Women\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'Lost and Won',\n",
       "  'year': 1917,\n",
       "  'cast': ['Marie Doro', 'Elliott Dexter'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'Love, Laughs and Lather',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd', 'Bebe Daniels'],\n",
       "  'genres': ['Comedy']},\n",
       " {'title': 'A Love Sublime',\n",
       "  'year': 1917,\n",
       "  'cast': ['Wilfred Lucas', 'Carmel Myers'],\n",
       "  'genres': ['Romance']},\n",
       " {'title': 'Luke Wins Ye Ladye Faire',\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': \"Luke's Busy Day\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': \"Luke's Lost Liberty\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': \"Luke's Trolley Troubles\",\n",
       "  'year': 1917,\n",
       "  'cast': ['Harold Lloyd'],\n",
       "  'genres': ['Comedy', 'Short']},\n",
       " {'title': 'The Man Without a Country',\n",
       "  'year': 1917,\n",
       "  'cast': ['Florence La Badie', 'Holmes Herbert'],\n",
       "  'genres': ['Drama']},\n",
       " {'title': 'The Mate of the Sally Ann',\n",
       "  'year': 1917,\n",
       "  'cast': ['Mary Miles Minter', 'Allan Forrest'],\n",
       "  'genres': ['Comedy', 'Drama']},\n",
       " {'title': 'A Modern Musketeer',\n",
       "  'year': 1917,\n",
       "  'cast': ['Douglas Fairbanks', 'Marjorie Daw'],\n",
       "  'genres': ['Adventure']},\n",
       " {'title': 'A Mormon Maid',\n",
       "  'year': 1917,\n",
       "  'cast': ['Mae Murray', 'Frank Borzage'],\n",
       "  'genres': ['Drama']},\n",
       " ...]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('movies.json', encoding='utf8') as movies_file:\n",
    "    movies = json.load(movies_file)\n",
    "movies"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nos conectamos a la base de datos ```movies.db``` (si no existe, entonces la crea). Creamos las tablas:\n",
    "* Movies: tendrá un id, el título y año de la película.\n",
    "* Actors: tendrá un id y nombre del actor/actriz.\n",
    "* Genres: tendrá un id y nombre del género.\n",
    "* ActorMovies: relaciona los actores con las películas.\n",
    "* GenresMovies: relaciona los géneros con las películas.\n",
    "\n",
    "Guardamos los cambios y cerramos la conexión."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "connection = sqlite3.connect('movies.db')\n",
    "cursor = connection.cursor()\n",
    "\n",
    "cursor.execute(\"CREATE TABLE Movies(mid INTEGER PRIMARY KEY, title TEXT, year INTEGER)\")\n",
    "cursor.execute(\"CREATE TABLE Actors(aid INTEGER PRIMARY KEY, name TEXT)\")\n",
    "cursor.execute(\"CREATE TABLE Genres(gid INTEGER PRIMARY KEY, genre TEXT)\")\n",
    "cursor.execute(\"CREATE TABLE ActorsMovies(actor_id INTEGER, movie_id INTEGER, FOREIGN KEY (actor_id) REFERENCES Actors, FOREIGN KEY (movie_id) REFERENCES Movies)\")\n",
    "cursor.execute(\"CREATE TABLE GenresMovies(genre_id INTEGER, movie_id INTEGER, FOREIGN KEY (genre_id) REFERENCES Genres, FOREIGN KEY (movie_id) REFERENCES Movies)\")\n",
    "\n",
    "connection.commit()\n",
    "connection.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Misión 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nos conectamos a la base creada. Cargamos las tablas creadas con los datos del archivo ``movies.json``. Guardamos los cambios y cerramos la conexión."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "connection = sqlite3.connect('movies.db')\n",
    "cursor = connection.cursor()\n",
    "\n",
    "mid = 1\n",
    "aid = 1\n",
    "gid = 1\n",
    "genres = {}\n",
    "actors = {}\n",
    "\n",
    "for movie in movies:\n",
    "\n",
    "    title = movie[\"title\"]\n",
    "    year = movie[\"year\"]\n",
    "\n",
    "    cursor.execute(\"INSERT INTO Movies VALUES (?,?,?)\", (mid, title, year))\n",
    "\n",
    "    for genre in movie[\"genres\"]:\n",
    "        if genre not in genres:\n",
    "            genres[genre] = gid\n",
    "            cursor.execute(\"INSERT INTO Genres VALUES (?,?)\", (gid, genre))\n",
    "            gid += 1\n",
    "        cursor.execute(\"INSERT INTO GenresMovies VALUES (?,?)\", (genres[genre], mid))\n",
    "\n",
    "    for actor in movie[\"cast\"]:\n",
    "        if actor not in actors:\n",
    "            actors[actor] = aid\n",
    "            cursor.execute(\"INSERT INTO Actors VALUES (?,?)\", (aid, actor))\n",
    "            aid += 1\n",
    "        cursor.execute(\"INSERT INTO ActorsMovies VALUES (?,?)\", (actors[actor], mid))\n",
    "\n",
    "    mid += 1\n",
    "\n",
    "connection.commit()\n",
    "connection.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Consideración**: Cuando asignamos un INTEGER PRIMARY KEY a una columna de una tabla, si al insertar datos a la tabla no se indica un valor para esta columna, entonces sqlite automáticamente generará un id por defecto para esa columna. Se ejecutaría de esta manera:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "connection = sqlite3.connect('movies.db')\n",
    "cursor = connection.cursor()\n",
    "\n",
    "mid = 1\n",
    "aid = 1\n",
    "gid = 1\n",
    "genres = {}\n",
    "actors = {}\n",
    "\n",
    "for movie in movies:\n",
    "\n",
    "    title = movie[\"title\"]\n",
    "    year = movie[\"year\"]\n",
    "\n",
    "    cursor.execute(\"INSERT INTO Movies(title,year) VALUES (?,?)\", (title,year))\n",
    "\n",
    "    for genre in movie[\"genres\"]:\n",
    "        if genre not in genres:\n",
    "            genres[genre] = gid\n",
    "            cursor.execute(\"INSERT INTO Genres(genre) VALUES (?)\", (genre,))\n",
    "            gid += 1\n",
    "        cursor.execute(\"INSERT INTO GenresMovies VALUES (?,?)\", (genres[genre],mid))\n",
    "\n",
    "    for actor in movie[\"cast\"]:\n",
    "        if actor not in actors:\n",
    "            actors[actor] = aid\n",
    "            cursor.execute(\"INSERT INTO Actors(name) VALUES (?)\", (actor,))\n",
    "            aid += 1\n",
    "        cursor.execute(\"INSERT INTO ActorsMovies VALUES (?,?)\", (actors[actor],mid))\n",
    "\n",
    "    mid += 1\n",
    "\n",
    "connection.commit()\n",
    "connection.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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