01.02-A-More-Involved-Example.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "7e9f4107-83a1-4cf6-8340-9f9454b57eae",
   "metadata": {},
   "source": [
    "# What's Inside a Data Query Engine  \n",
    "## *Building one from Scratch*  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e3d7f6a2-f89c-4a55-bdd6-6d16dc6c7a4e",
   "metadata": {},
   "source": [
    "## Part 2: Just A Tad More Detail \n",
    "  \n",
    "![What's Inside a Data Query Engine](./images/dataengine05.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f21bef00-086e-44fd-b516-01016a08432d",
   "metadata": {},
   "source": [
    "### <font color='green'>__Support for Google Colab__  </font>  \n",
    "    \n",
    "open this notebook in Colab using the following button:  \n",
    "  \n",
    "<a href=\"https://colab.research.google.com/github/shauryashaurya/learn-data-munging/blob/main/00-Python-Collections/01.03%20Fun%20with%20Functools.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>  \n",
    "\n",
    "  \n",
    "<font color='green'>uncomment and execute the cell below to setup and run this notebook on Google Colab.</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cbba6f93-2b10-45bf-9975-a41d30ffd219",
   "metadata": {},
   "outputs": [],
   "source": [
    "# # SETUP FOR COLAB: select all the lines below and uncomment (CTRL+/ on windows)\n",
    "# # Let's download and unzip the Small MovieLens Dataset\n",
    "# ! mkdir ./../data\n",
    "# ! wget -q https://files.grouplens.org/datasets/movielens/ml-latest-small.zip\n",
    "# ! unzip ./ml-latest-small.zip -d ./../data/"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "868129c9-cedd-4513-997b-53f9427b6f1a",
   "metadata": {},
   "source": [
    "### Get the _Small_ MovieLens Dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67afc9a9-31b8-483d-89c1-699867c8700b",
   "metadata": {},
   "source": [
    "We'll use the [small MovieLens dataset](https://grouplens.org/datasets/movielens/#:~:text=Small%3A%20100%2C000%20ratings%20and%203%2C600%20tag%20applications) here.\n",
    "\n",
    "Download it and unzip to the data folder under the name `ml-latest-small`.\n",
    "\n",
    "This dataset expands to about 3.2 MB on your local disk. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4a045b14-f578-47ad-9972-a3f5aaba0911",
   "metadata": {},
   "outputs": [],
   "source": [
    "datalocation = \"./data/ml-latest-small/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0428c276-5ef7-4bde-addf-3bb79337783d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# specify file names\n",
    "file_path_movies = datalocation + \"movies.csv\"\n",
    "file_path_links = datalocation + \"links.csv\"\n",
    "file_path_ratings = datalocation + \"ratings.csv\"\n",
    "file_path_tags = datalocation + \"tags.csv\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bb2a2d08-d779-42a4-bc7d-6ee820d6c5fd",
   "metadata": {},
   "source": [
    "# Here's what our data engine should be able to do  \n",
    "* Load the data into the memory and capture some metadata (things like column names, data types etc.)  \n",
    "* Get a query, a SELECT (xxx) FROM (xxx) WHERE (XXX)  \n",
    "* Parse the query to make sense of it  \n",
    "* Highlight if there are any errors  \n",
    "* Build a query plan  \n",
    "* By looking at the plan and metadata, optimize the query futher  \n",
    "* Execute the query  \n",
    "* Show the results  \n",
    "* Show the cost of running the query  \n",
    "  \n",
    "  \n",
    "_The full set of notebooks also covers JOINs and nested queries, but we are going to treat them as intermediate to advanced cases - since they may distract us from the goal of just being able to understand how data engines work._"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6389b097-db0c-49cc-8455-80fbd988ef35",
   "metadata": {},
   "source": [
    "We'll directly use the [CSV module](https://docs.python.org/3/library/csv.html) here just to keep our focus on the data engine itself and not get distracted by the intricacies of loading a CSV file."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c868ffc-2792-49e8-9077-92d75fe24264",
   "metadata": {},
   "source": [
    "# Invert the Pyramid"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3a5a3fd3-9a50-4cd8-902a-0626f0cd814e",
   "metadata": {},
   "source": [
    "Once we build it what would our data engine look like?  \n",
    "  \n",
    "Let's viz the final code, so we have a map of the terrain before starting the hike."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "145a79cf-2d41-4585-94d2-5231787e8785",
   "metadata": {},
   "source": [
    "<font color='red'>Uncommenting the following code will cause miniature blackholes to condense on your microchip. <br/>**Don't do it.**</font> "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2b39a22-288b-4fdb-a40e-4688edb0ca71",
   "metadata": {},
   "source": [
    "### Create a database and a table and data in the table \n",
    "```# db = Database()```  \n",
    "```# db.create_table('table_name', [Column('col1', str), Column('col2', str), Column('col3', str)])```  \n",
    "```# db.load_csv('table_name', file_path)```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "99a9c8b3-5304-4748-bbc4-11bb3977db45",
   "metadata": {},
   "source": [
    "### Example query    \n",
    "```# sql_query = \"SELECT genres FROM movies WHERE genres = 'Comedy'\"```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a0d5fb99-a419-4488-9a29-50c21239e10e",
   "metadata": {},
   "source": [
    "### Parsing the query to AST    \n",
    "```# tokens = tokenize(sql_query)```  \n",
    "```# parser = Parser(iter(tokens))```  \n",
    "```# ast = parser.parse()```  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d06be60-5cbb-4c18-a066-b03237f7412a",
   "metadata": {},
   "source": [
    "### Creating the query plan  \n",
    "```# planner = QueryPlanner(db)```  \n",
    "```# plan = planner.create_plan(ast)```  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30d2ea55-6026-4160-8e9d-7c23e261aa48",
   "metadata": {},
   "source": [
    "### Optimizing the query plan  \n",
    "```# optimizer = QueryOptimizer(db)```  \n",
    "```# optimized_plan = optimizer.optimize(plan)```  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6a3d393-6eec-427d-a7a5-7f76a201deb8",
   "metadata": {},
   "source": [
    "### Creating the execution plan  \n",
    "```# execution_plan = create_executable_plan(optimized_plan, db)```  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2bf34d58-549f-418d-8f9f-43d0ae6615a3",
   "metadata": {},
   "source": [
    "### Executing the query    \n",
    "```# query_result, query_costs = execute_query(executable_plan)```  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53897bec-d2d0-4dad-a2a2-d753e2703d52",
   "metadata": {},
   "source": [
    "### Output the result  \n",
    "```# print(query_costs)```  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "08fcac81-fb3c-4f6d-b30c-83a58c812312",
   "metadata": {},
   "source": [
    "# Import the dependencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "4de8e88c-30aa-4ff5-aa64-d563326d35b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv\n",
    "import re\n",
    "from typing import List, NamedTuple\n",
    "from enum import Enum, auto"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8d255be8-5ace-496d-9616-5ff1984207ed",
   "metadata": {},
   "source": [
    "# Storage Layer  \n",
    "  \n",
    "Manages I/O  \n",
    "If we try, this can be a mini data engine all by itself  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6d950dbf-dd9a-4735-b98e-d8fa161bdecb",
   "metadata": {},
   "outputs": [],
   "source": [
    "class Column:\n",
    "    def __init__(self, name, col_type):\n",
    "        self.name = name\n",
    "        self.col_type = col_type"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f609fec2-3c53-49d4-8cc7-86b8fa00166f",
   "metadata": {},
   "outputs": [],
   "source": [
    "class Table:\n",
    "\tdef __init__(self, name, columns):\n",
    "\t\tself.name = name\n",
    "\t\tself.columns = {col.name: col for col in columns}\n",
    "\t\tself.data = []\n",
    "\n",
    "\tdef table_scan(self):\n",
    "\t\treturn self.data\n",
    "\n",
    "\tdef insert(self, row):\n",
    "\t\tif set(row.keys()) != set(self.columns.keys()):\n",
    "\t\t\traise ValueError(\"Row does not match table schema\")\n",
    "\t\t# Type checking and conversion can be added here\n",
    "\t\tself.data.append(row)\n",
    "\n",
    "\tdef select(self, columns, limit = -1, where_clause=None):\n",
    "\t\tresult = []\n",
    "\t\tcounter = 0\n",
    "\t\tfor row in self.data:\n",
    "\t\t\tcounter += 1\n",
    "\t\t\tif (counter<=limit or limit == -1) and (where_clause is None or where_clause.evaluate(row)):\n",
    "\t\t\t\tresult_row = {col: row[col] for col in columns}\n",
    "\t\t\t\tresult.append(result_row)\n",
    "\t\t\telse:\n",
    "\t\t\t\tbreak\n",
    "\t\treturn result\n",
    "\n",
    "\t# Todo: Additional methods for update, delete etc."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8c934b64-4208-4cc9-a55b-702279ee4e48",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Convert the string value from CSV to the specified data type.\n",
    "def convert_type(value, col_type):\n",
    "    if col_type == int:\n",
    "        return int(value)\n",
    "    elif col_type == float:\n",
    "        return float(value)\n",
    "    elif col_type == str:\n",
    "        return value\n",
    "    else:\n",
    "        raise TypeError(f\"Unsupported column type: {col_type}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "cb867fdb-e283-4973-9e32-5d39c351d943",
   "metadata": {},
   "outputs": [],
   "source": [
    "class Database:\n",
    "\tdef __init__(self):\n",
    "\t\tself.tables = {}\n",
    "\n",
    "\tdef create_table(self, name, columns):\n",
    "\t\tself.tables[name] = Table(name, columns)\n",
    "\n",
    "\tdef get_table(self, name):\n",
    "\t\treturn self.tables.get(name)\n",
    "\t\n",
    "\tdef load_csv(self, table_name, file_path, delimiter=',', quotechar='\"', escapechar=None, quoting=csv.QUOTE_MINIMAL):\n",
    "\t\tprint(\"Database: load_csv: file_path = \",file_path)\n",
    "\t\ttable = self.get_table(table_name)\n",
    "\t\tif not table:\n",
    "\t\t\traise ValueError(f\"Table {table_name} does not exist\")\n",
    "\t\t# pay attention to the dialect of the CSV\n",
    "\t\twith open(file_path, 'r', encoding='utf-8') as file:\n",
    "\t\t\treader = csv.DictReader(file, delimiter=delimiter, quotechar=quotechar, escapechar=escapechar, quoting=quoting)\n",
    "\t\t\tfor row in reader:\n",
    "\t\t\t\tconverted_row = {col: convert_type(row[col], table.columns[col].col_type) for col in row}\n",
    "\t\t\t\ttable.insert(converted_row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a08c8899-4b11-450d-a0a4-4ebbd76a1d25",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'name': 'Alice', 'age': 30}]\n"
     ]
    }
   ],
   "source": [
    "# Test our database\n",
    "db_test = Database() # Real original naming\n",
    "db_test.create_table('users', [Column('name', str), Column('age', int)])\n",
    "db_test.get_table('users').insert({'name': 'Alice', 'age': 30})\n",
    "print(db_test.get_table('users').select(['name', 'age']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "c019ed3a-49b1-41bc-b746-365cae5b7ab0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Database: load_csv: file_path =  ./data/ml-latest-small/movies.csv\n"
     ]
    }
   ],
   "source": [
    "# Try it on our movies file\n",
    "# movieId,title,genres\n",
    "db_movies = Database()\n",
    "db_movies.create_table('movies', [Column('movieId', str), Column('title', str), Column('genres', str)])\n",
    "db_movies.load_csv('movies', file_path_movies)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "66840e8b-1f8c-49cd-a833-e76272c1fd82",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Database: load_csv: file_path =  ./data/ml-latest-small/ratings.csv\n"
     ]
    }
   ],
   "source": [
    "# let's try the ratings file too - see if type conversions work better\n",
    "# userId,movieId,rating,timestamp\n",
    "db_movies.create_table('ratings', [Column('userId', str), \n",
    "\t\t\t\t\t\t\t\t   Column('movieId', str), \n",
    "\t\t\t\t\t\t\t\t   Column('rating', float), \n",
    "\t\t\t\t\t\t\t\t   Column('timestamp', float)])\n",
    "db_movies.load_csv('ratings', file_path_ratings)\n",
    "# the above fails silently if you give it the wrong CSV file to ingest, \n",
    "# a better data engine needs to catch that."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "836bf743-ce73-435c-bcef-ccc67d4a20c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'title': 'Toy Story (1995)'},\n",
       " {'title': 'Jumanji (1995)'},\n",
       " {'title': 'Grumpier Old Men (1995)'},\n",
       " {'title': 'Waiting to Exhale (1995)'},\n",
       " {'title': 'Father of the Bride Part II (1995)'},\n",
       " {'title': 'Heat (1995)'},\n",
       " {'title': 'Sabrina (1995)'},\n",
       " {'title': 'Tom and Huck (1995)'},\n",
       " {'title': 'Sudden Death (1995)'},\n",
       " {'title': 'GoldenEye (1995)'}]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# lists all the titles\n",
    "# db.get_table('movies').select(['title'])\n",
    "db_movies.get_table('movies').select(['title'], limit = 10)\n",
    "# o bc! chal gaya!!! looks like a pandas or pyspark query tho..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "40bf95be-da7a-4ad8-b6a2-064f59e5801b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'movieId': '1', 'rating': 4.0},\n",
       " {'movieId': '3', 'rating': 4.0},\n",
       " {'movieId': '6', 'rating': 4.0},\n",
       " {'movieId': '47', 'rating': 5.0},\n",
       " {'movieId': '50', 'rating': 5.0},\n",
       " {'movieId': '70', 'rating': 3.0},\n",
       " {'movieId': '101', 'rating': 5.0},\n",
       " {'movieId': '110', 'rating': 4.0},\n",
       " {'movieId': '151', 'rating': 5.0},\n",
       " {'movieId': '157', 'rating': 5.0},\n",
       " {'movieId': '163', 'rating': 5.0},\n",
       " {'movieId': '216', 'rating': 5.0},\n",
       " {'movieId': '223', 'rating': 3.0},\n",
       " {'movieId': '231', 'rating': 5.0},\n",
       " {'movieId': '235', 'rating': 4.0}]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# ratings found in the file\n",
    "db_movies.get_table('ratings').select(['movieId', 'rating'], limit = 15)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f6aeb83-cfe2-44ca-8ef4-c8a4d62e950b",
   "metadata": {},
   "source": [
    "That ```get_table()``` will be a ```TableScanOperator``` later. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2be49771-5b2d-4c28-9afb-f7929a858105",
   "metadata": {},
   "source": [
    "# SQL Parser  \n",
    "  \n",
    "## 3 parts to it\n",
    "1. **Abstract Syntax Tree** - Puts the tokens in a specific order of 'nodes'. This way, the system can go to each node and execute the operation the node represents. The 'tree' part is traditional (I think, Idon'tknow), these days its more a Directed Acyclic Graph (DAG).\n",
    "2. **Tokenizer** - takes a SQL query string and breaks it into meaningful chunks\n",
    "3. **Parser** - The actual parser. This will take the tokens from a tokenizer and generate the AST (or DAG, keep your wits around)\n",
    "  \n",
    "  \n",
    "This can sound confusing at first, only because lots of nouns are involved.   \n",
    "Stay with it, it's really simple.  \n",
    "  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "188a7d90-359b-492a-8b10-29edea3b3bd6",
   "metadata": {},
   "source": [
    "## AST Node Definitions\n",
    "  \n",
    "Our simple database has only a few types of nodes.  \n",
    "One to represent the processing of a WHERE clause in the SELECT query.  \n",
    "Another to represent the SELECT statement itself.  \n",
    "\n",
    "...and for simplicity's sake we do not implement the WHERE clause right now. Let's attend to that later.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "5141020d-53b1-4c47-949c-50fc46ddf85a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Base class\n",
    "class ASTNode:\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "04ea9efe-b544-41a1-8260-31ebb7264348",
   "metadata": {},
   "outputs": [],
   "source": [
    "class WhereClause(ASTNode):\n",
    "    def __init__(self, condition):\n",
    "        self.condition = condition  # This could be a more complex structure in a full implementation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "c6752a17-ea28-49fd-a6b1-2aa3e255b56b",
   "metadata": {},
   "outputs": [],
   "source": [
    "class SelectStatement(ASTNode):\n",
    "\tdef __init__(self, columns, table_name, where_clause=None):\n",
    "\t\tself.columns = columns  # List of column names or '*'\n",
    "\t\tself.table_name = table_name  # Name of the table\n",
    "\t\tself.where_clause = where_clause  # WhereClause node or None\n",
    "\t\tprint(\"SelectStatement: this Select Statement has \\nColumns: \",str(list(self.columns)),\"\\nTable: \",str(self.table_name),\"\\nWHERE CLAUSE: \", str(self.where_clause))\n",
    "\t\t\n",
    "\t# def __repr__(self):\n",
    "\t\t# return \"Select Statement has \\nColumns: \"+str(list(self.columns)),\"\\nTable: \"+str(self.table_name)+\"and WHERE CLAUSE: \"+ str(self.where_clause)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "548e5e29-906d-4a89-8187-3f7f7d8e3bd5",
   "metadata": {},
   "source": [
    "## Tokenize   \n",
    "Break a string into meaningful parts. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "8fe00b05-0a2e-4c44-8b7a-b1da72620589",
   "metadata": {},
   "outputs": [],
   "source": [
    "# all the different types of tokens we'll support here.\n",
    "# try ANSI SQL standard for a list of what most data engines support...\n",
    "class TokenType(Enum):\n",
    "\tSELECT = auto()\n",
    "\tASTERISK = auto()\n",
    "\tFROM = auto()\n",
    "\tWHERE = auto()\n",
    "\tJOIN = auto()\n",
    "\tON = auto()\n",
    "\tORDER = auto()\n",
    "\tBY = auto()\n",
    "\tGROUP = auto()\n",
    "\tHAVING = auto()\n",
    "\tINSERT = auto()\n",
    "\tUPDATE = auto()\n",
    "\tDELETE = auto()\n",
    "\tIDENTIFIER = auto()\n",
    "\tSTRING = auto()\n",
    "\tNUMBER = auto()\n",
    "\tOPERATOR = auto()\n",
    "\tPUNCTUATION = auto() # ignoring punctuation could be problematic, it's better to support proper COMMA, SEMICOLON etc.\n",
    "\tWHITESPACE = auto()  # so we can ignore it in further processing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3b48b1d0-ff43-484c-9e82-22d4dd9e5ce3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define a dictionary for quick keyword lookup\n",
    "SQL_KEYWORDS = {\n",
    "\t'SELECT': TokenType.SELECT,\n",
    "\t'FROM': TokenType.FROM,\n",
    "\t'WHERE': TokenType.WHERE,\n",
    "\t'JOIN': TokenType.JOIN,\n",
    "\t'ON': TokenType.ON,\n",
    "\t'ORDER': TokenType.ORDER,\n",
    "\t'BY': TokenType.BY,\n",
    "\t'GROUP': TokenType.GROUP,\n",
    "\t'HAVING': TokenType.HAVING,\n",
    "\t'INSERT': TokenType.INSERT,\n",
    "\t'UPDATE': TokenType.UPDATE,\n",
    "\t'DELETE': TokenType.DELETE,\n",
    "\t'ASTERISK': TokenType.ASTERISK\n",
    "}\n",
    "# TODO: is it too much to ask that you match this with the TokenTypes????"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "691aad7e-9ab1-4e14-be9c-6a7eaaca0a9c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# actual maaramari\n",
    "# TODO: like cool-re do 2 or 3 types of tokenizers\n",
    "def tokenize(sql):\n",
    "\ttoken_patterns = r'''\n",
    "\t\t('[^']*'|\"[^\"]*\")\t\t\t  # String literals\n",
    "\t  | (<=|>=|<>|!=|<|>|=)\t\t\t  # Comparison operators\n",
    "\t  | (\\d+\\.\\d*|\\.\\d+|\\d+)\t\t  # Numeric values\n",
    "\t  | ([,;()])\t\t\t\t\t  # Punctuation\n",
    "\t  | (\\b[a-zA-Z_][a-zA-Z0-9_]*\\b)  # Identifiers or SQL keywords\n",
    "\t  | (\\s+)\t\t\t\t\t\t  # Whitespace\n",
    "\t'''\n",
    "\ttoken_regex = re.compile(token_patterns, re.VERBOSE) #VERBOSE allows for multiline regex with comments \n",
    "\tfor match in token_regex.finditer(sql):\n",
    "\t\ttoken = match.group(0)\n",
    "\t\tif token.isspace():\n",
    "\t\t\tyield (token, TokenType.WHITESPACE)\n",
    "\t\telif token in (',', ';', '(', ')'):\n",
    "\t\t\tyield (token, TokenType.PUNCTUATION)\n",
    "\t\telif token in ('*'):\n",
    "\t\t\tyield (token, TokenType.ASTERISK)\n",
    "\t\telif token.upper() in SQL_KEYWORDS:\n",
    "\t\t\tyield (token.upper(), SQL_KEYWORDS[token.upper()])\n",
    "\t\telif re.match(r'^[\\'\"].*[\\'\"]$', token):\n",
    "\t\t\tyield (token, TokenType.STRING)\n",
    "\t\telif re.match(r'^\\d+(\\.\\d+)?$', token):\n",
    "\t\t\tyield (token, TokenType.NUMBER)\n",
    "\t\telif re.match(r'<=|>=|<>|!=|<|>|=$', token):\n",
    "\t\t\tyield (token, TokenType.OPERATOR)\n",
    "\t\telse:\n",
    "\t\t\tyield (token, TokenType.IDENTIFIER)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "bb9ad6b1-aa48-4c51-95b8-84ffa93a7648",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('SELECT', <TokenType.SELECT: 1>), (' ', <TokenType.WHITESPACE: 19>), ('name', <TokenType.IDENTIFIER: 14>), (',', <TokenType.PUNCTUATION: 18>), (' ', <TokenType.WHITESPACE: 19>), ('age', <TokenType.IDENTIFIER: 14>), (' ', <TokenType.WHITESPACE: 19>), ('FROM', <TokenType.FROM: 3>), (' ', <TokenType.WHITESPACE: 19>), ('users', <TokenType.IDENTIFIER: 14>), (' ', <TokenType.WHITESPACE: 19>), ('WHERE', <TokenType.WHERE: 4>), (' ', <TokenType.WHITESPACE: 19>), ('age', <TokenType.IDENTIFIER: 14>), (' ', <TokenType.WHITESPACE: 19>), ('>=', <TokenType.OPERATOR: 17>), (' ', <TokenType.WHITESPACE: 19>), ('21', <TokenType.NUMBER: 16>), (' ', <TokenType.WHITESPACE: 19>), ('AND', <TokenType.IDENTIFIER: 14>), (' ', <TokenType.WHITESPACE: 19>), ('status', <TokenType.IDENTIFIER: 14>), (' ', <TokenType.WHITESPACE: 19>), ('=', <TokenType.OPERATOR: 17>), (' ', <TokenType.WHITESPACE: 19>), (\"'active'\", <TokenType.STRING: 15>), (' ', <TokenType.WHITESPACE: 19>), ('ORDER', <TokenType.ORDER: 7>), (' ', <TokenType.WHITESPACE: 19>), ('BY', <TokenType.BY: 8>), (' ', <TokenType.WHITESPACE: 19>), ('age', <TokenType.IDENTIFIER: 14>), (' ', <TokenType.WHITESPACE: 19>), ('DESC', <TokenType.IDENTIFIER: 14>), (';', <TokenType.PUNCTUATION: 18>)]\n"
     ]
    }
   ],
   "source": [
    "# Test \n",
    "sql_query_test_01 = \"SELECT name, age FROM users WHERE age >= 21 AND status = 'active' ORDER BY age DESC;\"\n",
    "t = tokenize(sql_query_test_01)\n",
    "# \n",
    "print(list(t))\n",
    "# print(next(t,None))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "51d76103-fd3e-4956-928e-5e7be79b3908",
   "metadata": {},
   "source": [
    "## Parser  \n",
    "\n",
    "Take a SQL query string, break it into meaningful parts, assign nodes to each part."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "fa3245d4-1790-4bc2-b5a6-ab07c0e6206e",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# wish this was smaller, breaking it into multiple cells for ease.\n",
    "# notice the\n",
    "# Parser.method = method \n",
    "# hack"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "486c901f-8c2b-45f7-956c-dd472a2621a5",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "class Parser:\n",
    "\tdef __init__(self, tokens):\n",
    "\t\tself.tokens = tokens\n",
    "\t\tself.current_token = None\n",
    "\t\tself.next_token = None\n",
    "\t\tself._next_token()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "dd56e79f-0fdb-4ea0-89e7-ca4429aaa56f",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def _next_token(self):\n",
    "\ttry:\n",
    "\t\tself.current_token = self.next_token\n",
    "\t\tself.next_token = next(self.tokens, None)\n",
    "\texcept StopIteration:\n",
    "\t\tself.current_token = None\n",
    "# \n",
    "Parser._next_token = _next_token"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "7b37ecc7-a112-4983-82f9-9e77c6c90e61",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Main parsing loop - generates a SelectStatement AST node\n",
    "# This could be better implemented as a plain regex match (I think, todo - try that next)\n",
    "def parse(self):\n",
    "\t\n",
    "\tif (self.current_token == None) and (self.next_token != None):\n",
    "\t\tself._next_token()\n",
    "\t# \n",
    "\tif self.current_token[1] != TokenType.SELECT:\n",
    "\t\traise SyntaxError(\"Query must start with SELECT\")\n",
    "\tself._next_token()\n",
    "\n",
    "\tcolumns = self._parse_columns()\n",
    "\n",
    "\t# skip whitespace\n",
    "\tif self.current_token[1] == TokenType.WHITESPACE:\n",
    "\t\twhile self.current_token[1] == TokenType.WHITESPACE:\n",
    "\t\t\tself._next_token()\n",
    "\n",
    "\tif self.current_token[1] != TokenType.FROM:\n",
    "\t\traise SyntaxError(\"Expected FROM after column list\")\n",
    "\tself._next_token()\n",
    "\n",
    "\ttable_name = self._parse_table_name()\n",
    "\n",
    "\twhere_clause = None\n",
    "\tif self.current_token[1] == TokenType.WHERE:\n",
    "\t\tself._next_token()\n",
    "\t\twhere_clause = self._parse_where_clause()\n",
    "\t# \n",
    "\t# This is where a SelectStatement AST node is created\n",
    "\treturn SelectStatement(columns, table_name, where_clause)\n",
    "# \n",
    "Parser.parse = parse"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "164c2d1f-ea7d-470d-a6ec-273a11daaeeb",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# kinda long winded, need a better way to handle whitespaces...\n",
    "# this is supposed to capture one or more columns in your query\n",
    "def _parse_columns(self):\n",
    "\tcolumns = []\n",
    "\n",
    "\t# skip whitespace\n",
    "\twhile self.current_token[1] == TokenType.WHITESPACE:\n",
    "\t\tself._next_token()\n",
    "\t\t\n",
    "\tif self.current_token[1] == TokenType.ASTERISK:\n",
    "\t\tcolumns.append('*')\n",
    "\t\tself._next_token()\n",
    "\telse:\n",
    "\t\twhile True:\n",
    "\t\t\t# skip whitespace or commas\n",
    "\t\t\twhile self.current_token[1] == TokenType.WHITESPACE or self.current_token[1] == TokenType.PUNCTUATION:\n",
    "\t\t\t\tself._next_token()\n",
    "\t\t\t\t\n",
    "\t\t\t# do this till you reach from, we do not support sub-queries in this engine yet.\n",
    "\t\t\tif self.current_token[1] == TokenType.FROM:\n",
    "\t\t\t\tbreak\n",
    "\t\t\t\t\n",
    "\t\t\tif self.current_token[1] != TokenType.IDENTIFIER:\n",
    "\t\t\t\traise SyntaxError(\"Expected column name\")\n",
    "\t\t\tprint(\"add \",self.current_token[0],\" to list of columns\")\n",
    "\t\t\tcolumns.append(self.current_token[0])\n",
    "\t\t\tself._next_token()\n",
    "\t\t\t# move on, punctuation don't need attention in this simple implementation\n",
    "\t\t\tif self.current_token[1] == TokenType.PUNCTUATION:\n",
    "\t\t\t\tcontinue\n",
    "\treturn columns\n",
    "# \n",
    "Parser._parse_columns = _parse_columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "660c9b33-9368-48cc-a674-c1f871a492d5",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# sooo much simpler! I have to do a better parse_columns... \n",
    "def _parse_table_name(self):\n",
    "\t# skip whitespace\n",
    "\twhile self.current_token[1] == TokenType.WHITESPACE:\n",
    "\t\tself._next_token()\n",
    "\tif self.current_token[1] != TokenType.IDENTIFIER:\n",
    "\t\traise SyntaxError(\"Expected table name\")\n",
    "\ttable_name = self.current_token[0]\n",
    "\tself._next_token()\n",
    "\treturn table_name\n",
    "# \n",
    "Parser._parse_table_name = _parse_table_name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "b10ace7b-cd99-4881-ab58-059a9d2ae226",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# TODO - I need to do a better version here...\n",
    "# generates a WhereClause AST node\n",
    "def _parse_where_clause(self):\n",
    "\t# In a full implementation, this would need to handle complex expressions.\n",
    "\t# For simplicity, we'll assume it's just a single condition.\n",
    "\tif self.current_token[1] != TokenType.IDENTIFIER and self.current_token[1] != TokenType.WHITESPACE:\n",
    "\t\traise SyntaxError(\"Expected condition after WHERE\")\n",
    "\t# condition = self.current_token[0]\n",
    "\tcondition = None\n",
    "\t# self._next_token()\n",
    "\treturn WhereClause(condition)\n",
    "# \n",
    "Parser._parse_where_clause = _parse_where_clause"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "182e50c8-191e-4648-b581-129538e10d03",
   "metadata": {},
   "source": [
    "## Tests for the parser  \n",
    "must eat the pudding to prove it is there..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "e0bf766c-b00b-4653-9349-0a6df9dc45d3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SQL Query:\n",
      "\t SELECT name, age FROM users WHERE age > 30\n",
      "add  name  to list of columns\n",
      "add  age  to list of columns\n",
      "SelectStatement: this Select Statement has \n",
      "Columns:  ['name', 'age'] \n",
      "Table:  users \n",
      "WHERE CLAUSE:  None\n"
     ]
    }
   ],
   "source": [
    "# test this nonsense - need to write a cleaner parser...\n",
    "sql_query_test_02 = \"SELECT name, age FROM users WHERE age > 30\"\n",
    "print(\"SQL Query:\\n\\t\", sql_query_test_02)\n",
    "tokens_sql_query_test_02 = tokenize(sql_query_test_02) \n",
    "# REMEMBER, as you list(gen) a generator, it's already emitted all values...\n",
    "# print(\"Tokenized:\\n\\t\",list(tokens_check), \" \", tokens_check)\n",
    "parser_sql_query_test_02 = Parser(tokens_sql_query_test_02)\n",
    "# print(\"Parser:\\n\\t\",tokens)\n",
    "ast_sql_query_test_02 = parser_sql_query_test_02.parse()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "4474085d-5cda-41f3-b0f5-900bee91ed4e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SQL Query:\n",
      "\t SELECT numpty, humpty, dumpty FROM poems WHERE fall LIKE '%great%'\n",
      "add  numpty  to list of columns\n",
      "add  humpty  to list of columns\n",
      "add  dumpty  to list of columns\n",
      "SelectStatement: this Select Statement has \n",
      "Columns:  ['numpty', 'humpty', 'dumpty'] \n",
      "Table:  poems \n",
      "WHERE CLAUSE:  None\n"
     ]
    }
   ],
   "source": [
    "sql_query_test_03 = \"SELECT numpty, humpty, dumpty FROM poems WHERE fall LIKE '%great%'\"\n",
    "print(\"SQL Query:\\n\\t\", sql_query_test_03)\n",
    "tokens_sql_query_test_03 = tokenize(sql_query_test_03) \n",
    "parser_sql_query_test_03 = Parser(tokens_sql_query_test_03)\n",
    "ast_sql_query_test_03 = parser_sql_query_test_03.parse()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "b355676a-5cc4-40c3-8a92-d166e1f66140",
   "metadata": {},
   "outputs": [],
   "source": [
    "# TODO: For a more evolved parser, wouldn't it be great to draw the DAG? Like Spark and Dask do?\n",
    "# print(ast)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "176169eb-d0e0-4875-ab59-6d25be8e6e8d",
   "metadata": {},
   "source": [
    "# Query Planner  \n",
    "  \n",
    "Given an AST, create a plan for executing the query."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "f1158793-d2c6-4351-82ef-b115b895cfba",
   "metadata": {},
   "outputs": [],
   "source": [
    "class QueryPlan:\n",
    "\tdef __init__(self):\n",
    "\t\tself.steps = []\n",
    "\n",
    "\tdef add_step(self, step):\n",
    "\t\tself.steps.append(step)\n",
    "\n",
    "\tdef list_steps(self):\n",
    "\t\treturn str(list(self.steps))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "3fca5097-94ab-42de-ab3f-344af6d0d25e",
   "metadata": {},
   "outputs": [],
   "source": [
    "class QueryPlanner:\n",
    "    def __init__(self, database):\n",
    "        self.database = database\n",
    "\n",
    "    def create_plan(self, ast):\n",
    "        plan = QueryPlan()\n",
    "\n",
    "        if isinstance(ast, SelectStatement):\n",
    "            # Step 1: Full Table Scan\n",
    "            plan.add_step(('FullTableScan', ast.table_name))\n",
    "\n",
    "            # Step 2: Filter (WHERE clause)\n",
    "\t\t\t# - like before we are not getting into the where clause\n",
    "\t\t\t# just to keep things simple and easy to grok\n",
    "            if ast.where_clause:\n",
    "                plan.add_step(('Filter', ast.where_clause))\n",
    "\n",
    "            # TODO - Step 3: Joins\n",
    "            # for join in ast.joins:\n",
    "            #     plan.add_step(('Join', join.table_name, join.on_condition))\n",
    "\n",
    "            # Additional steps like aggregations can be added here\n",
    "\n",
    "        return plan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "ae9f6a0d-74bf-447c-8035-ac76e78c84ce",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'name': 'Alice', 'age': 30}]\n"
     ]
    }
   ],
   "source": [
    "# check\n",
    "# make a new DB\n",
    "db_test_02 = Database() # Real original naming\n",
    "db_test_02.create_table('users', [Column('name', str), Column('age', int)])\n",
    "db_test_02.get_table('users').insert({'name': 'Alice', 'age': 30})\n",
    "db_test_02.get_table('users').insert({'name': 'Bob', 'age': 40})\n",
    "db_test_02.get_table('users').insert({'name': 'Mike', 'age': 20})\n",
    "db_test_02.get_table('users').insert({'name': 'Jane', 'age': 25})\n",
    "\n",
    "print(db_test.get_table('users').select(['name', 'age']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "09c783a5-2d19-48ef-a238-30fd096bec24",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "add  name  to list of columns\n",
      "add  age  to list of columns\n",
      "SelectStatement: this Select Statement has \n",
      "Columns:  ['name', 'age'] \n",
      "Table:  users \n",
      "WHERE CLAUSE:  None\n"
     ]
    }
   ],
   "source": [
    "sql_query_test_04 = \"SELECT name, age FROM users WHERE age > 30\"\n",
    "tokens_sql_query_test_04 = tokenize(sql_query_test_04) \n",
    "parser_sql_query_test_04 = Parser(tokens_sql_query_test_04)\n",
    "ast_sql_query_test_04 = parser_sql_query_test_04.parse()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "e93c4e49-df6c-4183-9dda-9a1d474bfcc6",
   "metadata": {},
   "outputs": [],
   "source": [
    "planner = QueryPlanner(db_test_02)\n",
    "plan = planner.create_plan(ast_sql_query_test_04)  # Assuming 'ast' is an AST from the parser"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "dc455164-8968-4e36-b272-0d2f5b80f406",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('FullTableScan', 'users')]\n"
     ]
    }
   ],
   "source": [
    "print(plan.list_steps())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "726dcf15-5bdf-4de5-8772-e3fedcdf855e",
   "metadata": {},
   "source": [
    "# Query Plan Optimizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "641a339b-c6a3-4a8d-a282-50c55a62efa4",
   "metadata": {},
   "outputs": [],
   "source": [
    "class QueryOptimizer:\n",
    "    def __init__(self, database):\n",
    "        self.database = database\n",
    "\n",
    "    def optimize(self, plan):\n",
    "        optimized_plan = self._apply_predicate_pushdown(plan)\n",
    "        optimized_plan = self._apply_join_reordering(optimized_plan)\n",
    "        return optimized_plan\n",
    "\n",
    "    def _apply_predicate_pushdown(self, plan):\n",
    "        # This is a placeholder for predicate pushdown logic.\n",
    "        # In practice, you would modify the plan to move filters closer to the data source.\n",
    "        return plan\n",
    "\n",
    "    def _apply_join_reordering(self, plan):\n",
    "        # This is a placeholder for join reordering logic.\n",
    "        # In practice, you would reorder joins based on size, indexes, or other factors.\n",
    "        return plan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "fad979f9-efc8-456d-95bb-3e0d0b260388",
   "metadata": {},
   "outputs": [],
   "source": [
    "# test our dummy optimizer\n",
    "optimizer = QueryOptimizer(db_test_02)\n",
    "optimized_plan = optimizer.optimize(plan)  # Assuming 'plan' is from the QueryPlanner"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "90c4a688-b249-4cb6-93e4-9c459a6c4737",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('FullTableScan', 'users')]\n"
     ]
    }
   ],
   "source": [
    "print(optimized_plan.list_steps())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "51e3d1de-4af4-4ed7-be9a-42a5380159aa",
   "metadata": {},
   "source": [
    "# The Execution Engine"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a229da4-b48d-4505-8362-9f328d26a732",
   "metadata": {},
   "source": [
    "## Executable Operations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "5a4156fd-40c7-4500-853c-41fa7d120609",
   "metadata": {},
   "outputs": [],
   "source": [
    "# basic class with a cost function - \n",
    "# because our database will natively provide cost of execution for every query...\n",
    "\n",
    "class BaseOperator:\n",
    "    def __init__(self):\n",
    "        self.rows_processed = 0\n",
    "\n",
    "    def get_cost(self):\n",
    "        return {'rows_processed': self.rows_processed}\n",
    "\n",
    "# Extend this base class in SelectOperator, JoinOperator, GroupByOperator etc."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "2e6a3dea-a426-431a-8d44-02a43ac35100",
   "metadata": {},
   "outputs": [],
   "source": [
    "class TableScanOperator(BaseOperator):\n",
    "\tdef __init__(self, table): # Todo: provide a condition filter here to reduce scans -  condition=None)\n",
    "\t\t\n",
    "\t\t# self.db = db\n",
    "\t\t# self.table = self.db.get_table(table)\n",
    "\t\tself.table = table\n",
    "\t\t# self.condition = condition\n",
    "\n",
    "\tdef execute(self):\n",
    "\t\t# table_scan = (row for row in self.table)\n",
    "\t\ttable_scan = self.table.table_scan()\n",
    "\t\tself.rows_processed = len(table_scan)\n",
    "\t\treturn table_scan\n",
    "\n",
    "\tdef get_cost(self):\n",
    "\t\treturn super().get_cost()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "537a7dfd-0e40-4b8e-ac9e-5c78d50fd038",
   "metadata": {},
   "outputs": [],
   "source": [
    "class SelectOperator(BaseOperator):\n",
    "\tdef __init__(self, input_operator, select_columns):\n",
    "\t\tsuper().__init__()\n",
    "\t\tself.input_operator = input_operator\n",
    "\t\tself.select_columns = select_columns\n",
    "\t\tself.result_limit = 25\n",
    "\n",
    "\tdef execute(self):\n",
    "\t\tresult = []\n",
    "\t\tfor row in self.input_operator.execute():\n",
    "\t\t\tself.rows_processed += 1\n",
    "\t\t\tif self.rows_processed <= self.result_limit:\n",
    "\t\t\t\tselected_row = {col: row[col] for col in self.select_columns}\n",
    "\t\t\t\tresult.append(selected_row)\n",
    "\t\t\telse:\n",
    "\t\t\t\tbreak\n",
    "\t\treturn result\n",
    "\n",
    "\tdef get_cost(self):\n",
    "\t\treturn super().get_cost()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9cd9c5a7-3abf-4e27-988b-46225b078613",
   "metadata": {},
   "source": [
    "## Execution Plan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "982bc3f6-a780-401b-bc2f-f9d2399f84e9",
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_executable_plan(plan, database):\n",
    "\texecutable_plan = []\n",
    "\tfor step in plan.steps:\n",
    "\t\t\tif step[0] == 'FullTableScan':\n",
    "\t\t\t\ttable_name = step[1]\n",
    "\t\t\t\texecutable_plan.append(TableScanOperator(database.get_table(table_name)))\n",
    "\n",
    "\t\t\telif step[0] == 'Select':\n",
    "\t\t\t\tcolumns = step[1]\n",
    "\t\t\t\tinput_operator = executable_plan[-1]\t# The input is the result of the previous step\n",
    "\t\t\t\texecutable_plan.append(SelectOperator(input_operator, columns))\n",
    "\n",
    "\t\t\t# just fo sho - first get the where clause sorted...\n",
    "\t\t\t# elif step[0] == 'Join':\n",
    "\t\t\t#\t\t# Assuming step format is ('Join', right_table_name, join_condition)\n",
    "\t\t\t#\t\tright_table = database.get_table(step[1])\n",
    "\t\t\t#\t\tjoin_condition = step[2]\n",
    "\t\t\t#\t\tleft_operator = executable_plan[-1]\n",
    "\t\t\t#\t\tright_operator = TableScanOperator(right_table)\n",
    "\t\t\t#\t\texecutable_plan.append(JoinOperator(left_operator, right_operator, join_condition))\n",
    "\n",
    "\t\t\t# Add cases for other types of steps ('GroupBy', 'Filter' etc etc here...)\n",
    "\n",
    "\treturn executable_plan"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca097039-0c2d-437e-8686-c9fe00d72fa8",
   "metadata": {},
   "source": [
    "## Executing Queries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "b040b72b-1310-4429-8746-c1b27e85071e",
   "metadata": {},
   "outputs": [],
   "source": [
    "def execute_query(executable_plan):\n",
    "\tfor operator in executable_plan:\n",
    "\t\tcost = {}\n",
    "\t\tresult = operator.execute()\n",
    "\t\tcost[str(operator)] = operator.get_cost()\n",
    "\n",
    "\t# The result of the last operation is the result of the entire query\n",
    "\treturn result, cost\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1064f528-f2a5-4ec4-9d49-024382dc82f7",
   "metadata": {},
   "source": [
    "# The Pyramid"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8802ce79-1283-40d6-854c-7a3301a712ae",
   "metadata": {},
   "source": [
    "Test the final engine, this is where the pudding rubber meets the pudding road, just to mix my metaphors...  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5bfb123-8ab4-4569-a65d-c420fef50db6",
   "metadata": {},
   "source": [
    "<font color='red'><br/>**Stand Back, this may blow up**</font> "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ced50d1-80ac-41fa-a1ba-c32ef950a2f1",
   "metadata": {},
   "source": [
    "### Create a database and a table and data in the table "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "028974b5-5858-4fd7-98ed-da806ed9335a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Database: load_csv: file_path =  ./data/ml-latest-small/movies.csv\n"
     ]
    }
   ],
   "source": [
    "db = Database()\n",
    "db.create_table('movies', [Column('movieId', str), Column('title', str), Column('genres', str)])\n",
    "db.load_csv('movies', file_path_movies)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84b4dfc6-e0df-464c-aa8d-ecfa2d251b8a",
   "metadata": {},
   "source": [
    "### Example query    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "eea0ff72-84b8-4607-939b-16796355d188",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Example query\n",
    "sql_query = \"SELECT genres FROM movies WHERE genres = 'Comedy'\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9e7b47a-8d5b-4b29-b79c-315a9c1646ba",
   "metadata": {},
   "source": [
    "### Parsing the query to AST    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "6d1b1f0b-f271-410d-92c1-23f4fb4e0c22",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "add  genres  to list of columns\n",
      "SelectStatement: this Select Statement has \n",
      "Columns:  ['genres'] \n",
      "Table:  movies \n",
      "WHERE CLAUSE:  None\n"
     ]
    }
   ],
   "source": [
    "# Parsing the query to AST\n",
    "tokens = tokenize(sql_query)\n",
    "parser = Parser(iter(tokens))\n",
    "ast = parser.parse()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e63a8217-7518-4d69-b655-b95b70f08e20",
   "metadata": {},
   "source": [
    "### Creating the query plan    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "05a6441f-42bf-4818-a641-022edabd2bcc",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creating the query plan\n",
    "planner = QueryPlanner(db)\n",
    "plan = planner.create_plan(ast)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4277d38-c78c-4190-956d-7b9eab33fd80",
   "metadata": {},
   "source": [
    "### Optimizing the query plan   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "a7015c9d-7e16-4c3d-8374-a1094f96b2fd",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Optimizing the query plan\n",
    "optimizer = QueryOptimizer(db)\n",
    "optimized_plan = optimizer.optimize(plan)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae7cb881-2ed1-4be0-820c-10012cdb815d",
   "metadata": {},
   "source": [
    "### Creating the execution plan   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "a679c3e2-b5f7-4131-8f27-4d7c6201abd8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creating the executable plan\n",
    "executable_plan = create_executable_plan(optimized_plan, db)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1b97eaf-4cc6-4748-9332-7e8c2c717b73",
   "metadata": {},
   "source": [
    "### Executing the query      "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "e74dd474-be76-4f11-bbcd-f960116e8f82",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Executing the query\n",
    "query_result, query_costs = execute_query(executable_plan)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f7c4bbc-e4a9-4c5d-ad1d-cedbff7fcb3c",
   "metadata": {},
   "source": [
    "### Output the result  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "430d318b-6871-4f99-96ae-f277f03f5c65",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'<__main__.TableScanOperator object at 0x0000017E16A2BE60>': {'rows_processed': 9742}}\n"
     ]
    }
   ],
   "source": [
    "# Output the result\n",
    "print(query_costs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "2cf78d95-a9b5-47eb-bfa0-801e59dc8e2e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'movieId': '1', 'title': 'Toy Story (1995)', 'genres': 'Adventure|Animation|Children|Comedy|Fantasy'}, {'movieId': '2', 'title': 'Jumanji (1995)', 'genres': 'Adventure|Children|Fantasy'}, {'movieId': '3', 'title': 'Grumpier Old Men (1995)', 'genres': 'Comedy|Romance'}, {'movieId': '4', 'title': 'Waiting to Exhale (1995)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '5', 'title': 'Father of the Bride Part II (1995)', 'genres': 'Comedy'}, {'movieId': '6', 'title': 'Heat (1995)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '7', 'title': 'Sabrina (1995)', 'genres': 'Comedy|Romance'}, {'movieId': '8', 'title': 'Tom and Huck (1995)', 'genres': 'Adventure|Children'}, {'movieId': '9', 'title': 'Sudden Death (1995)', 'genres': 'Action'}, {'movieId': '10', 'title': 'GoldenEye (1995)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '11', 'title': 'American President, The (1995)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '12', 'title': 'Dracula: Dead and Loving It (1995)', 'genres': 'Comedy|Horror'}, {'movieId': '13', 'title': 'Balto (1995)', 'genres': 'Adventure|Animation|Children'}, {'movieId': '14', 'title': 'Nixon (1995)', 'genres': 'Drama'}, {'movieId': '15', 'title': 'Cutthroat Island (1995)', 'genres': 'Action|Adventure|Romance'}, {'movieId': '16', 'title': 'Casino (1995)', 'genres': 'Crime|Drama'}, {'movieId': '17', 'title': 'Sense and Sensibility (1995)', 'genres': 'Drama|Romance'}, {'movieId': '18', 'title': 'Four Rooms (1995)', 'genres': 'Comedy'}, {'movieId': '19', 'title': 'Ace Ventura: When Nature Calls (1995)', 'genres': 'Comedy'}, {'movieId': '20', 'title': 'Money Train (1995)', 'genres': 'Action|Comedy|Crime|Drama|Thriller'}, {'movieId': '21', 'title': 'Get Shorty (1995)', 'genres': 'Comedy|Crime|Thriller'}, {'movieId': '22', 'title': 'Copycat (1995)', 'genres': 'Crime|Drama|Horror|Mystery|Thriller'}, {'movieId': '23', 'title': 'Assassins (1995)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '24', 'title': 'Powder (1995)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '25', 'title': 'Leaving Las Vegas (1995)', 'genres': 'Drama|Romance'}, {'movieId': '26', 'title': 'Othello (1995)', 'genres': 'Drama'}, {'movieId': '27', 'title': 'Now and Then (1995)', 'genres': 'Children|Drama'}, {'movieId': '28', 'title': 'Persuasion (1995)', 'genres': 'Drama|Romance'}, {'movieId': '29', 'title': 'City of Lost Children, The (Cité des enfants perdus, La) (1995)', 'genres': 'Adventure|Drama|Fantasy|Mystery|Sci-Fi'}, {'movieId': '30', 'title': 'Shanghai Triad (Yao a yao yao dao waipo qiao) (1995)', 'genres': 'Crime|Drama'}, {'movieId': '31', 'title': 'Dangerous Minds (1995)', 'genres': 'Drama'}, {'movieId': '32', 'title': 'Twelve Monkeys (a.k.a. 12 Monkeys) (1995)', 'genres': 'Mystery|Sci-Fi|Thriller'}, {'movieId': '34', 'title': 'Babe (1995)', 'genres': 'Children|Drama'}, {'movieId': '36', 'title': 'Dead Man Walking (1995)', 'genres': 'Crime|Drama'}, {'movieId': '38', 'title': 'It Takes Two (1995)', 'genres': 'Children|Comedy'}, {'movieId': '39', 'title': 'Clueless (1995)', 'genres': 'Comedy|Romance'}, {'movieId': '40', 'title': 'Cry, the Beloved Country (1995)', 'genres': 'Drama'}, {'movieId': '41', 'title': 'Richard III (1995)', 'genres': 'Drama|War'}, {'movieId': '42', 'title': 'Dead Presidents (1995)', 'genres': 'Action|Crime|Drama'}, {'movieId': '43', 'title': 'Restoration (1995)', 'genres': 'Drama'}, {'movieId': '44', 'title': 'Mortal Kombat (1995)', 'genres': 'Action|Adventure|Fantasy'}, {'movieId': '45', 'title': 'To Die For (1995)', 'genres': 'Comedy|Drama|Thriller'}, {'movieId': '46', 'title': 'How to Make an American Quilt (1995)', 'genres': 'Drama|Romance'}, {'movieId': '47', 'title': 'Seven (a.k.a. Se7en) (1995)', 'genres': 'Mystery|Thriller'}, {'movieId': '48', 'title': 'Pocahontas (1995)', 'genres': 'Animation|Children|Drama|Musical|Romance'}, {'movieId': '49', 'title': 'When Night Is Falling (1995)', 'genres': 'Drama|Romance'}, {'movieId': '50', 'title': 'Usual Suspects, The (1995)', 'genres': 'Crime|Mystery|Thriller'}, {'movieId': '52', 'title': 'Mighty Aphrodite (1995)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '53', 'title': 'Lamerica (1994)', 'genres': 'Adventure|Drama'}, {'movieId': '54', 'title': 'Big Green, The (1995)', 'genres': 'Children|Comedy'}, {'movieId': '55', 'title': 'Georgia (1995)', 'genres': 'Drama'}, {'movieId': '57', 'title': 'Home for the Holidays (1995)', 'genres': 'Drama'}, {'movieId': '58', 'title': 'Postman, The (Postino, Il) (1994)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '60', 'title': 'Indian in the Cupboard, The (1995)', 'genres': 'Adventure|Children|Fantasy'}, {'movieId': '61', 'title': 'Eye for an Eye (1996)', 'genres': 'Drama|Thriller'}, {'movieId': '62', 'title': \"Mr. Holland's Opus (1995)\", 'genres': 'Drama'}, {'movieId': '63', 'title': \"Don't Be a Menace to South Central While Drinking Your Juice in the Hood (1996)\", 'genres': 'Comedy|Crime'}, {'movieId': '64', 'title': 'Two if by Sea (1996)', 'genres': 'Comedy|Romance'}, {'movieId': '65', 'title': 'Bio-Dome (1996)', 'genres': 'Comedy'}, {'movieId': '66', 'title': 'Lawnmower Man 2: Beyond Cyberspace (1996)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '68', 'title': 'French Twist (Gazon maudit) (1995)', 'genres': 'Comedy|Romance'}, {'movieId': '69', 'title': 'Friday (1995)', 'genres': 'Comedy'}, {'movieId': '70', 'title': 'From Dusk Till Dawn (1996)', 'genres': 'Action|Comedy|Horror|Thriller'}, {'movieId': '71', 'title': 'Fair Game (1995)', 'genres': 'Action'}, {'movieId': '72', 'title': 'Kicking and Screaming (1995)', 'genres': 'Comedy|Drama'}, {'movieId': '73', 'title': 'Misérables, Les (1995)', 'genres': 'Drama|War'}, {'movieId': '74', 'title': 'Bed of Roses (1996)', 'genres': 'Drama|Romance'}, {'movieId': '75', 'title': 'Big Bully (1996)', 'genres': 'Comedy|Drama'}, {'movieId': '76', 'title': 'Screamers (1995)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '77', 'title': 'Nico Icon (1995)', 'genres': 'Documentary'}, {'movieId': '78', 'title': 'Crossing Guard, The (1995)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '79', 'title': 'Juror, The (1996)', 'genres': 'Drama|Thriller'}, {'movieId': '80', 'title': 'White Balloon, The (Badkonake sefid) (1995)', 'genres': 'Children|Drama'}, {'movieId': '81', 'title': \"Things to Do in Denver When You're Dead (1995)\", 'genres': 'Crime|Drama|Romance'}, {'movieId': '82', 'title': \"Antonia's Line (Antonia) (1995)\", 'genres': 'Comedy|Drama'}, {'movieId': '83', 'title': 'Once Upon a Time... When We Were Colored (1995)', 'genres': 'Drama|Romance'}, {'movieId': '85', 'title': 'Angels and Insects (1995)', 'genres': 'Drama|Romance'}, {'movieId': '86', 'title': 'White Squall (1996)', 'genres': 'Action|Adventure|Drama'}, {'movieId': '87', 'title': 'Dunston Checks In (1996)', 'genres': 'Children|Comedy'}, {'movieId': '88', 'title': 'Black Sheep (1996)', 'genres': 'Comedy'}, {'movieId': '89', 'title': 'Nick of Time (1995)', 'genres': 'Action|Thriller'}, {'movieId': '92', 'title': 'Mary Reilly (1996)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '93', 'title': 'Vampire in Brooklyn (1995)', 'genres': 'Comedy|Horror|Romance'}, {'movieId': '94', 'title': 'Beautiful Girls (1996)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '95', 'title': 'Broken Arrow (1996)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '96', 'title': 'In the Bleak Midwinter (1995)', 'genres': 'Comedy|Drama'}, {'movieId': '97', 'title': 'Hate (Haine, La) (1995)', 'genres': 'Crime|Drama'}, {'movieId': '99', 'title': 'Heidi Fleiss: Hollywood Madam (1995)', 'genres': 'Documentary'}, {'movieId': '100', 'title': 'City Hall (1996)', 'genres': 'Drama|Thriller'}, {'movieId': '101', 'title': 'Bottle Rocket (1996)', 'genres': 'Adventure|Comedy|Crime|Romance'}, {'movieId': '102', 'title': 'Mr. Wrong (1996)', 'genres': 'Comedy'}, {'movieId': '103', 'title': 'Unforgettable (1996)', 'genres': 'Mystery|Sci-Fi|Thriller'}, {'movieId': '104', 'title': 'Happy Gilmore (1996)', 'genres': 'Comedy'}, {'movieId': '105', 'title': 'Bridges of Madison County, The (1995)', 'genres': 'Drama|Romance'}, {'movieId': '106', 'title': 'Nobody Loves Me (Keiner liebt mich) (1994)', 'genres': 'Comedy|Drama'}, {'movieId': '107', 'title': 'Muppet Treasure Island (1996)', 'genres': 'Adventure|Children|Comedy|Musical'}, {'movieId': '108', 'title': 'Catwalk (1996)', 'genres': 'Documentary'}, {'movieId': '110', 'title': 'Braveheart (1995)', 'genres': 'Action|Drama|War'}, {'movieId': '111', 'title': 'Taxi Driver (1976)', 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(1988)', 'genres': 'Adventure|Animation|Children|Comedy|Crime|Fantasy|Mystery'}, {'movieId': '2988', 'title': 'Melvin and Howard (1980)', 'genres': 'Drama'}, {'movieId': '2989', 'title': 'For Your Eyes Only (1981)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '2990', 'title': 'Licence to Kill (1989)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '2991', 'title': 'Live and Let Die (1973)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '2992', 'title': 'Rawhead Rex (1986)', 'genres': 'Horror|Thriller'}, {'movieId': '2993', 'title': 'Thunderball (1965)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '2995', 'title': 'House on Haunted Hill (1999)', 'genres': 'Horror|Thriller'}, {'movieId': '2996', 'title': 'Music of the Heart (1999)', 'genres': 'Drama'}, {'movieId': '2997', 'title': 'Being John Malkovich (1999)', 'genres': 'Comedy|Drama|Fantasy'}, {'movieId': '3000', 'title': 'Princess Mononoke (Mononoke-hime) (1997)', 'genres': 'Action|Adventure|Animation|Drama|Fantasy'}, {'movieId': '3002', 'title': 'My Best Fiend (Mein liebster Feind) (1999)', 'genres': 'Documentary'}, {'movieId': '3003', 'title': 'Train of Life (Train de vie) (1998)', 'genres': 'Comedy|Drama|Romance|War'}, {'movieId': '3004', 'title': 'Bachelor, The (1999)', 'genres': 'Comedy|Romance'}, {'movieId': '3005', 'title': 'Bone Collector, The (1999)', 'genres': 'Thriller'}, {'movieId': '3006', 'title': 'Insider, The (1999)', 'genres': 'Drama|Thriller'}, {'movieId': '3007', 'title': 'American Movie (1999)', 'genres': 'Documentary'}, {'movieId': '3008', 'title': 'Last Night (1998)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '3010', 'title': 'Rosetta (1999)', 'genres': 'Drama'}, {'movieId': '3011', 'title': \"They Shoot Horses, Don't They? (1969)\", 'genres': 'Drama'}, {'movieId': '3013', 'title': 'Bride of Re-Animator (1990)', 'genres': 'Comedy|Horror'}, {'movieId': '3014', 'title': \"Bustin' Loose (1981)\", 'genres': 'Comedy'}, {'movieId': '3015', 'title': 'Coma (1978)', 'genres': 'Thriller'}, {'movieId': '3016', 'title': 'Creepshow (1982)', 'genres': 'Horror'}, {'movieId': '3017', 'title': 'Creepshow 2 (1987)', 'genres': 'Horror'}, {'movieId': '3018', 'title': 'Re-Animator (1985)', 'genres': 'Comedy|Horror|Sci-Fi'}, {'movieId': '3019', 'title': 'Drugstore Cowboy (1989)', 'genres': 'Crime|Drama'}, {'movieId': '3020', 'title': 'Falling Down (1993)', 'genres': 'Action|Drama'}, {'movieId': '3021', 'title': 'Funhouse, The (1981)', 'genres': 'Horror'}, {'movieId': '3022', 'title': 'General, The (1926)', 'genres': 'Comedy|War'}, {'movieId': '3024', 'title': 'Piranha (1978)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3028', 'title': 'Taming of the Shrew, The (1967)', 'genres': 'Comedy'}, {'movieId': '3029', 'title': 'Nighthawks (1981)', 'genres': 'Action|Drama'}, {'movieId': '3030', 'title': 'Yojimbo (1961)', 'genres': 'Action|Adventure'}, {'movieId': '3031', 'title': 'Repossessed (1990)', 'genres': 'Comedy'}, {'movieId': '3032', 'title': 'Omega Man, The (1971)', 'genres': 'Action|Drama|Sci-Fi|Thriller'}, {'movieId': '3033', 'title': 'Spaceballs (1987)', 'genres': 'Comedy|Sci-Fi'}, {'movieId': '3034', 'title': 'Robin Hood (1973)', 'genres': 'Adventure|Animation|Children|Comedy|Musical'}, {'movieId': '3035', 'title': 'Mister Roberts (1955)', 'genres': 'Comedy|Drama|War'}, {'movieId': '3036', 'title': 'Quest for Fire (Guerre du feu, La) (1981)', 'genres': 'Adventure|Drama'}, {'movieId': '3037', 'title': 'Little Big Man (1970)', 'genres': 'Western'}, {'movieId': '3038', 'title': 'Face in the Crowd, A (1957)', 'genres': 'Drama'}, {'movieId': '3039', 'title': 'Trading Places (1983)', 'genres': 'Comedy'}, {'movieId': '3040', 'title': 'Meatballs (1979)', 'genres': 'Comedy'}, {'movieId': '3041', 'title': 'Meatballs Part II (1984)', 'genres': 'Comedy'}, {'movieId': '3042', 'title': 'Meatballs III (1987)', 'genres': 'Comedy'}, {'movieId': '3043', 'title': 'Meatballs 4 (1992)', 'genres': 'Comedy'}, {'movieId': '3044', 'title': 'Dead Again (1991)', 'genres': 'Mystery|Romance|Thriller'}, {'movieId': '3045', 'title': \"Peter's Friends (1992)\", 'genres': 'Comedy|Drama'}, {'movieId': '3046', 'title': 'Incredibly True Adventure of Two Girls in Love, The (1995)', 'genres': 'Comedy|Romance'}, {'movieId': '3048', 'title': 'Under the Rainbow (1981)', 'genres': 'Comedy'}, {'movieId': '3051', 'title': 'Anywhere But Here (1999)', 'genres': 'Comedy|Drama'}, {'movieId': '3052', 'title': 'Dogma (1999)', 'genres': 'Adventure|Comedy|Fantasy'}, {'movieId': '3053', 'title': 'Messenger: The Story of Joan of Arc, The (1999)', 'genres': 'Drama|War'}, {'movieId': '3054', 'title': 'Pokémon: The First Movie (1998)', 'genres': 'Adventure|Animation|Children|Fantasy|Sci-Fi'}, {'movieId': '3055', 'title': \"Felicia's Journey (1999)\", 'genres': 'Thriller'}, {'movieId': '3056', 'title': 'Oxygen (1999)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '3057', 'title': \"Where's Marlowe? (1998)\", 'genres': 'Comedy'}, {'movieId': '3060', 'title': 'Commitments, The (1991)', 'genres': 'Comedy|Drama|Musical'}, {'movieId': '3061', 'title': 'Holiday Inn (1942)', 'genres': 'Comedy|Musical'}, {'movieId': '3062', 'title': 'Longest Day, The (1962)', 'genres': 'Action|Drama|War'}, {'movieId': '3063', 'title': 'Poison Ivy (1992)', 'genres': 'Drama|Thriller'}, {'movieId': '3064', 'title': 'Poison Ivy: New Seduction (1997)', 'genres': 'Drama|Thriller'}, {'movieId': '3066', 'title': 'Tora! Tora! Tora! (1970)', 'genres': 'Action|Drama|War'}, {'movieId': '3067', 'title': 'Women on the Verge of a Nervous Breakdown (Mujeres al borde de un ataque de nervios) (1988)', 'genres': 'Comedy|Drama'}, {'movieId': '3068', 'title': 'Verdict, The (1982)', 'genres': 'Drama|Mystery'}, {'movieId': '3070', 'title': 'Adventures of Buckaroo Banzai Across the 8th Dimension, The (1984)', 'genres': 'Adventure|Comedy|Sci-Fi'}, {'movieId': '3071', 'title': 'Stand and Deliver (1988)', 'genres': 'Comedy|Drama'}, {'movieId': '3072', 'title': 'Moonstruck (1987)', 'genres': 'Comedy|Romance'}, {'movieId': '3073', 'title': 'Sandpiper, The (1965)', 'genres': 'Drama|Romance'}, {'movieId': '3074', 'title': 'Jeremiah Johnson (1972)', 'genres': 'Western'}, {'movieId': '3075', 'title': 'Repulsion (1965)', 'genres': 'Drama|Horror'}, {'movieId': '3076', 'title': 'Irma la Douce (1963)', 'genres': 'Comedy'}, {'movieId': '3077', 'title': '42 Up (1998)', 'genres': 'Documentary'}, {'movieId': '3078', 'title': 'Liberty Heights (1999)', 'genres': 'Drama'}, {'movieId': '3079', 'title': 'Mansfield Park (1999)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3081', 'title': 'Sleepy Hollow (1999)', 'genres': 'Fantasy|Horror|Mystery|Romance'}, {'movieId': '3082', 'title': 'World Is Not Enough, The (1999)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '3083', 'title': 'All About My Mother (Todo sobre mi madre) (1999)', 'genres': 'Drama'}, {'movieId': '3086', 'title': 'Babes in Toyland (1934)', 'genres': 'Children|Comedy|Fantasy|Musical'}, {'movieId': '3087', 'title': 'Scrooged (1988)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '3088', 'title': 'Harvey (1950)', 'genres': 'Comedy|Fantasy'}, {'movieId': '3089', 'title': 'Bicycle Thieves (a.k.a. The Bicycle Thief) (a.k.a. The Bicycle Thieves) (Ladri di biciclette) (1948)', 'genres': 'Drama'}, {'movieId': '3090', 'title': 'Matewan (1987)', 'genres': 'Drama'}, {'movieId': '3091', 'title': 'Kagemusha (1980)', 'genres': 'Drama|War'}, {'movieId': '3093', 'title': 'McCabe & Mrs. Miller (1971)', 'genres': 'Drama|Western'}, {'movieId': '3094', 'title': 'Maurice (1987)', 'genres': 'Drama|Romance'}, {'movieId': '3095', 'title': 'Grapes of Wrath, The (1940)', 'genres': 'Drama'}, {'movieId': '3096', 'title': 'My Man Godfrey (1957)', 'genres': 'Comedy'}, {'movieId': '3097', 'title': 'Shop Around the Corner, The (1940)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3098', 'title': 'Natural, The (1984)', 'genres': 'Drama'}, {'movieId': '3099', 'title': 'Shampoo (1975)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3100', 'title': 'River Runs Through It, A (1992)', 'genres': 'Drama'}, {'movieId': '3101', 'title': 'Fatal Attraction (1987)', 'genres': 'Drama|Thriller'}, {'movieId': '3102', 'title': 'Jagged Edge 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Jakes, The (1990)', 'genres': 'Drama'}, {'movieId': '3142', 'title': 'U2: Rattle and Hum (1988)', 'genres': 'Documentary|Musical'}, {'movieId': '3143', 'title': 'Hell in the Pacific (1968)', 'genres': 'Drama|War'}, {'movieId': '3145', 'title': 'Cradle Will Rock (1999)', 'genres': 'Drama'}, {'movieId': '3146', 'title': 'Deuce Bigalow: Male Gigolo (1999)', 'genres': 'Comedy'}, {'movieId': '3147', 'title': 'Green Mile, The (1999)', 'genres': 'Crime|Drama'}, {'movieId': '3148', 'title': 'Cider House Rules, The (1999)', 'genres': 'Drama'}, {'movieId': '3150', 'title': 'War Zone, The (1999)', 'genres': 'Drama|Thriller'}, {'movieId': '3152', 'title': 'Last Picture Show, The (1971)', 'genres': 'Drama'}, {'movieId': '3153', 'title': '7th Voyage of Sinbad, The (1958)', 'genres': 'Action|Adventure|Fantasy'}, {'movieId': '3155', 'title': 'Anna and the King (1999)', 'genres': 'Drama|Romance'}, {'movieId': '3156', 'title': 'Bicentennial Man (1999)', 'genres': 'Drama|Romance|Sci-Fi'}, {'movieId': '3157', 'title': 'Stuart Little (1999)', 'genres': 'Children|Comedy|Fantasy'}, {'movieId': '3158', 'title': 'Emperor and the Assassin, The (Jing ke ci qin wang) (1999)', 'genres': 'Drama'}, {'movieId': '3159', 'title': 'Fantasia 2000 (1999)', 'genres': 'Animation|Children|Musical|IMAX'}, {'movieId': '3160', 'title': 'Magnolia (1999)', 'genres': 'Drama'}, {'movieId': '3161', 'title': 'Onegin (1999)', 'genres': 'Drama|Romance'}, {'movieId': '3162', 'title': 'Simpatico (1999)', 'genres': 'Comedy|Drama'}, {'movieId': '3163', 'title': 'Topsy-Turvy (1999)', 'genres': 'Comedy|Drama|Musical'}, {'movieId': '3165', 'title': 'Boiling Point (1993)', 'genres': 'Action|Drama'}, {'movieId': '3167', 'title': 'Carnal Knowledge (1971)', 'genres': 'Comedy|Drama'}, {'movieId': '3168', 'title': 'Easy Rider (1969)', 'genres': 'Adventure|Drama'}, {'movieId': '3169', 'title': 'The Falcon and the Snowman (1985)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '3171', 'title': 'Room at the Top (1959)', 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(1962)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '3548', 'title': 'Auntie Mame (1958)', 'genres': 'Comedy|Drama'}, {'movieId': '3549', 'title': 'Guys and Dolls (1955)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '3550', 'title': 'The Hunger (1983)', 'genres': 'Horror'}, {'movieId': '3551', 'title': 'Marathon Man (1976)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '3552', 'title': 'Caddyshack (1980)', 'genres': 'Comedy'}, {'movieId': '3553', 'title': 'Gossip (2000)', 'genres': 'Drama|Thriller'}, {'movieId': '3554', 'title': 'Love and Basketball (2000)', 'genres': 'Drama|Romance'}, {'movieId': '3555', 'title': 'U-571 (2000)', 'genres': 'Action|Thriller|War'}, {'movieId': '3556', 'title': 'Virgin Suicides, The (1999)', 'genres': 'Drama|Romance'}, {'movieId': '3557', 'title': 'Jennifer 8 (1992)', 'genres': 'Mystery|Thriller'}, {'movieId': '3559', 'title': 'Limelight (1952)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3563', 'title': 'Crow: Salvation, The (2000)', 'genres': 'Action|Horror'}, {'movieId': '3564', 'title': 'Flintstones in Viva Rock Vegas, The (2000)', 'genres': 'Children|Comedy'}, {'movieId': '3565', 'title': 'Where the Heart Is (2000)', 'genres': 'Comedy|Drama'}, {'movieId': '3566', 'title': 'Big Kahuna, The (2000)', 'genres': 'Comedy|Drama'}, {'movieId': '3567', 'title': 'Bossa Nova (2000)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3568', 'title': 'Smiling Fish and Goat on Fire (1999)', 'genres': 'Comedy|Romance'}, {'movieId': '3569', 'title': 'Idiots, The (Idioterne) (1998)', 'genres': 'Comedy|Drama'}, {'movieId': '3571', 'title': 'Time Code (2000)', 'genres': 'Comedy|Drama'}, {'movieId': '3572', 'title': 'Carnosaur (1993)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3573', 'title': 'Carnosaur 2 (1995)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3574', 'title': 'Carnosaur 3: Primal Species (1996)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3576', 'title': 'Hidden, The (1987)', 'genres': 'Action|Horror|Sci-Fi'}, {'movieId': '3577', 'title': 'Two Moon Junction (1988)', 'genres': 'Drama|Romance'}, {'movieId': '3578', 'title': 'Gladiator (2000)', 'genres': 'Action|Adventure|Drama'}, {'movieId': '3580', 'title': 'Up at the Villa (2000)', 'genres': 'Drama'}, {'movieId': '3581', 'title': 'Human Traffic (1999)', 'genres': 'Comedy'}, {'movieId': '3584', 'title': 'Breathless (1983)', 'genres': 'Action|Drama|Romance|Thriller'}, {'movieId': '3586', 'title': 'The Idolmaker (1980)', 'genres': 'Drama|Romance'}, {'movieId': '3587', 'title': 'Inferno (1980)', 'genres': 'Horror'}, {'movieId': '3590', 'title': 'Lords of Flatbush, The (1974)', 'genres': 'Comedy|Drama'}, {'movieId': '3591', 'title': 'Mr. Mom (1983)', 'genres': 'Comedy|Drama'}, {'movieId': '3592', 'title': 'Time Masters (Maîtres du temps, Les) (1982)', 'genres': 'Animation|Sci-Fi'}, {'movieId': '3593', 'title': 'Battlefield Earth (2000)', 'genres': 'Action|Sci-Fi'}, {'movieId': '3594', 'title': 'Center Stage (2000)', 'genres': 'Drama|Musical'}, {'movieId': '3596', 'title': 'Screwed (2000)', 'genres': 'Comedy'}, {'movieId': '3597', 'title': 'Whipped (2000)', 'genres': 'Comedy'}, {'movieId': '3598', 'title': 'Hamlet (2000)', 'genres': 'Crime|Drama|Romance|Thriller'}, {'movieId': '3599', 'title': 'Anchors Aweigh (1945)', 'genres': 'Comedy|Musical'}, {'movieId': '3604', 'title': 'Gypsy (1962)', 'genres': 'Musical'}, {'movieId': '3606', 'title': 'On the Town (1949)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '3608', 'title': \"Pee-wee's Big Adventure (1985)\", 'genres': 'Adventure|Comedy'}, {'movieId': '3609', 'title': 'Regret to Inform (1998)', 'genres': 'Documentary'}, {'movieId': '3614', 'title': 'Honeymoon in Vegas (1992)', 'genres': 'Comedy|Romance'}, {'movieId': '3615', 'title': 'Dinosaur (2000)', 'genres': 'Adventure|Animation|Children'}, {'movieId': '3616', 'title': 'Loser (2000)', 'genres': 'Comedy|Romance'}, {'movieId': '3617', 'title': 'Road Trip (2000)', 'genres': 'Comedy'}, {'movieId': '3618', 'title': 'Small Time Crooks (2000)', 'genres': 'Comedy|Crime'}, {'movieId': '3619', 'title': 'Hollywood Knights, The (1980)', 'genres': 'Comedy'}, {'movieId': '3622', 'title': 'Twelve Chairs, The (1970)', 'genres': 'Comedy'}, {'movieId': '3623', 'title': 'Mission: Impossible II (2000)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '3624', 'title': 'Shanghai Noon (2000)', 'genres': 'Action|Adventure|Comedy|Western'}, {'movieId': '3625', 'title': 'Better Living Through Circuitry (1999)', 'genres': 'Documentary'}, {'movieId': '3626', 'title': '8 ½ Women (a.k.a. 8 1/2 Women) (a.k.a. Eight and a Half Women) (1999)', 'genres': 'Comedy'}, {'movieId': '3627', 'title': 'Carnival of Souls (1962)', 'genres': 'Horror|Thriller'}, {'movieId': '3628', 'title': 'Flying Tigers (1942)', 'genres': 'Action|Drama|Romance|War'}, {'movieId': '3629', 'title': 'Gold Rush, The (1925)', 'genres': 'Adventure|Comedy|Romance'}, {'movieId': '3632', 'title': 'Monsieur Verdoux (1947)', 'genres': 'Comedy|Crime'}, {'movieId': '3633', 'title': \"On Her Majesty's Secret Service (1969)\", 'genres': 'Action|Adventure|Romance|Thriller'}, {'movieId': '3634', 'title': 'Seven Days in May (1964)', 'genres': 'Thriller'}, {'movieId': '3635', 'title': 'Spy Who Loved Me, The (1977)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '3637', 'title': 'Vagabond (Sans toit ni loi) (1985)', 'genres': 'Drama'}, {'movieId': '3638', 'title': 'Moonraker (1979)', 'genres': 'Action|Adventure|Sci-Fi|Thriller'}, {'movieId': '3639', 'title': 'Man with the Golden Gun, The (1974)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '3640', 'title': 'King in New York, A (1957)', 'genres': 'Comedy|Drama'}, {'movieId': '3641', 'title': 'Woman of Paris, A (1923)', 'genres': 'Drama'}, {'movieId': '3643', 'title': 'Fighting Seabees, The (1944)', 'genres': 'Action|Drama|War'}, {'movieId': '3646', 'title': \"Big Momma's House (2000)\", 'genres': 'Comedy'}, {'movieId': '3648', 'title': 'Abominable Snowman, The (Abominable Snowman of the Himalayas, The) (1957)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3649', 'title': 'American Gigolo (1980)', 'genres': 'Drama'}, {'movieId': '3652', 'title': 'City of the Living Dead (a.k.a. Gates of Hell, The) (Paura nella città dei morti viventi) (1980)', 'genres': 'Horror'}, {'movieId': '3653', 'title': 'Endless Summer, The (1966)', 'genres': 'Documentary'}, {'movieId': '3654', 'title': 'Guns of Navarone, The (1961)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '3655', 'title': 'Blow-Out (La grande bouffe) (1973)', 'genres': 'Drama'}, {'movieId': '3658', 'title': 'Quatermass and the Pit (1967)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3660', 'title': 'Puppet Master (1989)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3661', 'title': 'Puppet Master II (1991)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3662', 'title': \"Puppet Master III: Toulon's Revenge (1991)\", 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3663', 'title': 'Puppet Master 4 (1993)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3664', 'title': 'Puppet Master 5: The Final Chapter (1994)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3667', 'title': 'Rent-A-Cop (1988)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '3668', 'title': 'Romeo and Juliet (1968)', 'genres': 'Drama|Romance'}, {'movieId': '3669', 'title': 'Stay Tuned (1992)', 'genres': 'Comedy'}, {'movieId': '3671', 'title': 'Blazing Saddles (1974)', 'genres': 'Comedy|Western'}, {'movieId': '3672', 'title': 'Benji (1974)', 'genres': 'Adventure|Children'}, {'movieId': '3673', 'title': 'Benji the Hunted (1987)', 'genres': 'Adventure|Children'}, {'movieId': '3674', 'title': 'For the Love of Benji (1977)', 'genres': 'Adventure|Children|Comedy|Drama'}, {'movieId': '3675', 'title': 'White Christmas (1954)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '3676', 'title': 'Eraserhead (1977)', 'genres': 'Drama|Horror'}, {'movieId': '3677', 'title': 'Baraka (1992)', 'genres': 'Documentary'}, {'movieId': '3678', 'title': 'Man with the Golden Arm, The (1955)', 'genres': 'Drama'}, {'movieId': '3679', 'title': 'Decline of Western Civilization, The (1981)', 'genres': 'Documentary|Musical'}, {'movieId': '3680', 'title': 'Decline of Western Civilization Part II: The Metal Years, The (1988)', 'genres': 'Documentary'}, {'movieId': '3681', 'title': 'For a Few Dollars More (Per qualche dollaro in più) (1965)', 'genres': 'Action|Drama|Thriller|Western'}, {'movieId': '3682', 'title': 'Magnum Force (1973)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '3683', 'title': 'Blood Simple (1984)', 'genres': 'Crime|Drama|Film-Noir'}, {'movieId': '3684', 'title': 'Fabulous Baker Boys, The (1989)', 'genres': 'Drama|Romance'}, {'movieId': '3685', 'title': \"Prizzi's Honor (1985)\", 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3686', 'title': 'Flatliners (1990)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3687', 'title': 'Light Years (Gandahar) (1988)', 'genres': 'Adventure|Animation|Fantasy|Sci-Fi'}, {'movieId': '3688', 'title': \"Porky's (1982)\", 'genres': 'Comedy'}, {'movieId': '3689', 'title': \"Porky's II: The Next Day (1983)\", 'genres': 'Comedy'}, {'movieId': '3690', 'title': \"Porky's Revenge (1985)\", 'genres': 'Comedy'}, {'movieId': '3691', 'title': 'Private School (1983)', 'genres': 'Comedy'}, {'movieId': '3692', 'title': \"Class of Nuke 'Em High (1986)\", 'genres': 'Comedy|Horror'}, {'movieId': '3693', 'title': 'Toxic Avenger, The (1985)', 'genres': 'Comedy|Horror'}, {'movieId': '3694', 'title': 'Toxic Avenger, Part II, The (1989)', 'genres': 'Comedy|Horror'}, {'movieId': '3695', 'title': 'Toxic Avenger Part III: The Last Temptation of Toxie, The (1989)', 'genres': 'Comedy|Horror'}, {'movieId': '3696', 'title': 'Night of the Creeps (1986)', 'genres': 'Comedy|Horror|Sci-Fi|Thriller'}, {'movieId': '3697', 'title': 'Predator 2 (1990)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '3698', 'title': 'Running Man, The (1987)', 'genres': 'Action|Sci-Fi'}, {'movieId': '3699', 'title': 'Starman (1984)', 'genres': 'Adventure|Drama|Romance|Sci-Fi'}, {'movieId': '3700', 'title': 'Brother from Another Planet, The (1984)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '3701', 'title': 'Alien Nation (1988)', 'genres': 'Crime|Drama|Sci-Fi|Thriller'}, {'movieId': '3702', 'title': 'Mad Max (1979)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '3703', 'title': 'Road Warrior, The (Mad Max 2) (1981)', 'genres': 'Action|Adventure|Sci-Fi|Thriller'}, {'movieId': '3704', 'title': 'Mad Max Beyond Thunderdome (1985)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '3705', 'title': 'Bird on a Wire (1990)', 'genres': 'Action|Comedy|Romance'}, {'movieId': '3706', 'title': 'Angel Heart (1987)', 'genres': 'Film-Noir|Horror|Mystery|Thriller'}, {'movieId': '3707', 'title': '9 1/2 Weeks (Nine 1/2 Weeks) (1986)', 'genres': 'Drama|Romance'}, {'movieId': '3708', 'title': 'Firestarter (1984)', 'genres': 'Horror|Thriller'}, {'movieId': '3709', 'title': 'Sleepwalkers (1992)', 'genres': 'Horror'}, {'movieId': '3710', 'title': 'Action Jackson (1988)', 'genres': 'Action|Comedy|Crime|Thriller'}, {'movieId': '3711', 'title': 'Sarafina! (1992)', 'genres': 'Drama'}, {'movieId': '3712', 'title': 'Soapdish (1991)', 'genres': 'Comedy'}, {'movieId': '3713', 'title': 'Long Walk Home, The (1990)', 'genres': 'Drama'}, {'movieId': '3714', 'title': \"Clara's Heart (1988)\", 'genres': 'Drama'}, {'movieId': '3715', 'title': 'Burglar (1987)', 'genres': 'Comedy|Crime'}, {'movieId': '3716', 'title': 'Fatal Beauty (1987)', 'genres': 'Action|Comedy|Crime|Drama'}, {'movieId': '3717', 'title': 'Gone in 60 Seconds (2000)', 'genres': 'Action|Crime'}, {'movieId': '3719', 'title': \"Love's Labour's Lost (2000)\", 'genres': 'Comedy|Romance'}, {'movieId': '3720', 'title': 'Sunshine (1999)', 'genres': 'Drama'}, {'movieId': '3723', 'title': 'Hamlet (1990)', 'genres': 'Drama'}, {'movieId': '3724', 'title': 'Coming Home (1978)', 'genres': 'Drama|War'}, {'movieId': '3725', 'title': 'American Pop (1981)', 'genres': 'Animation|Musical'}, {'movieId': '3726', 'title': 'Assault on Precinct 13 (1976)', 'genres': 'Action|Thriller'}, {'movieId': '3727', 'title': 'Near Dark (1987)', 'genres': 'Horror|Western'}, {'movieId': '3728', 'title': 'One False Move (1992)', 'genres': 'Crime|Drama|Film-Noir|Thriller'}, {'movieId': '3729', 'title': 'Shaft (1971)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '3730', 'title': 'Conversation, The (1974)', 'genres': 'Drama|Mystery'}, {'movieId': '3731', 'title': \"Cutter's Way (1981)\", 'genres': 'Drama|Thriller'}, {'movieId': '3732', 'title': 'Fury, The (1978)', 'genres': 'Horror'}, {'movieId': '3733', 'title': 'Paper Chase, The (1973)', 'genres': 'Drama'}, {'movieId': '3735', 'title': 'Serpico (1973)', 'genres': 'Crime|Drama'}, {'movieId': '3736', 'title': 'Ace in the Hole (Big Carnival, The) (1951)', 'genres': 'Drama'}, {'movieId': '3737', 'title': 'Lonely Are the Brave (1962)', 'genres': 'Drama|Western'}, {'movieId': '3738', 'title': 'Sugarland Express, The (1974)', 'genres': 'Drama'}, {'movieId': '3739', 'title': 'Trouble in Paradise (1932)', 'genres': 'Comedy|Romance'}, {'movieId': '3740', 'title': 'Big Trouble in Little China (1986)', 'genres': 'Action|Adventure|Comedy|Fantasy'}, {'movieId': '3741', 'title': 'Badlands (1973)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '3742', 'title': 'Battleship Potemkin (1925)', 'genres': 'Drama|War'}, {'movieId': '3743', 'title': 'Boys and Girls (2000)', 'genres': 'Comedy|Romance'}, {'movieId': '3744', 'title': 'Shaft (2000)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '3745', 'title': 'Titan A.E. (2000)', 'genres': 'Action|Adventure|Animation|Children|Sci-Fi'}, {'movieId': '3746', 'title': 'Butterfly (La lengua de las mariposas) (1999)', 'genres': 'Drama'}, {'movieId': '3747', 'title': \"Jesus' Son (1999)\", 'genres': 'Drama'}, {'movieId': '3751', 'title': 'Chicken Run (2000)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '3752', 'title': 'Me, Myself & Irene (2000)', 'genres': 'Adventure|Comedy'}, {'movieId': '3753', 'title': 'Patriot, The (2000)', 'genres': 'Action|Drama|War'}, {'movieId': '3754', 'title': 'Adventures of Rocky and Bullwinkle, The (2000)', 'genres': 'Adventure|Animation|Children|Comedy|Fantasy'}, {'movieId': '3755', 'title': 'Perfect Storm, The (2000)', 'genres': 'Drama|Thriller'}, {'movieId': '3756', 'title': 'Golden Bowl, The (2000)', 'genres': 'Drama'}, {'movieId': '3758', 'title': 'Communion (1989)', 'genres': 'Drama|Sci-Fi|Thriller'}, {'movieId': '3760', 'title': 'Kentucky Fried Movie, The (1977)', 'genres': 'Comedy'}, {'movieId': '3761', 'title': 'Blood In, Blood Out (1993)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '3763', 'title': 'F/X (1986)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '3764', 'title': 'F/X2 (a.k.a. F/X 2 - The Deadly Art of Illusion) (1991)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '3765', 'title': 'Hot Spot, The (1990)', 'genres': 'Crime|Drama|Romance'}, {'movieId': '3766', 'title': 'Missing in Action (1984)', 'genres': 'Action|War'}, {'movieId': '3767', 'title': 'Missing in Action 2: The Beginning (1985)', 'genres': 'Action|War'}, {'movieId': '3768', 'title': 'Braddock: Missing in Action III (1988)', 'genres': 'Action|War'}, {'movieId': '3769', 'title': 'Thunderbolt and Lightfoot (1974)', 'genres': 'Action'}, {'movieId': '3770', 'title': 'Dreamscape (1984)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3771', 'title': 'The Golden Voyage of Sinbad (1973)', 'genres': 'Action|Adventure|Fantasy'}, {'movieId': '3773', 'title': 'House Party (1990)', 'genres': 'Comedy'}, {'movieId': '3774', 'title': 'House Party 2 (1991)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3783', 'title': 'Croupier (1998)', 'genres': 'Crime|Drama'}, {'movieId': '3784', 'title': 'Kid, The (2000)', 'genres': 'Comedy|Fantasy'}, {'movieId': '3785', 'title': 'Scary Movie (2000)', 'genres': 'Comedy|Horror'}, {'movieId': '3786', 'title': \"But I'm a Cheerleader (1999)\", 'genres': 'Comedy'}, {'movieId': '3787', 'title': 'Shower (Xizao) (1999)', 'genres': 'Comedy'}, {'movieId': '3788', 'title': 'Blow-Up (Blowup) (1966)', 'genres': 'Drama|Mystery'}, {'movieId': '3789', 'title': 'Pawnbroker, The (1964)', 'genres': 'Drama'}, {'movieId': '3790', 'title': 'Groove (2000)', 'genres': 'Drama'}, {'movieId': '3791', 'title': 'Footloose (1984)', 'genres': 'Drama'}, {'movieId': '3792', 'title': 'Duel in the Sun (1946)', 'genres': 'Drama|Romance|Western'}, {'movieId': '3793', 'title': 'X-Men (2000)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '3794', 'title': 'Chuck & Buck (2000)', 'genres': 'Comedy|Drama'}, {'movieId': '3795', 'title': 'Five Senses, The (1999)', 'genres': 'Drama'}, {'movieId': '3797', 'title': 'In Crowd, The (2000)', 'genres': 'Thriller'}, {'movieId': '3798', 'title': 'What Lies Beneath (2000)', 'genres': 'Drama|Horror|Mystery'}, {'movieId': '3799', 'title': 'Pokémon the Movie 2000 (2000)', 'genres': 'Animation|Children'}, {'movieId': '3801', 'title': 'Anatomy of a Murder (1959)', 'genres': 'Drama|Mystery'}, {'movieId': '3802', 'title': 'Freejack (1992)', 'genres': 'Action|Sci-Fi'}, {'movieId': '3806', 'title': \"Mackenna's Gold (1969)\", 'genres': 'Western'}, {'movieId': '3807', 'title': 'Sinbad and the Eye of the Tiger (1977)', 'genres': 'Adventure|Fantasy'}, {'movieId': '3808', 'title': 'Two Women (Ciociara, La) (1960)', 'genres': 'Drama|War'}, {'movieId': '3809', 'title': 'What About Bob? (1991)', 'genres': 'Comedy'}, {'movieId': '3810', 'title': 'White Sands (1992)', 'genres': 'Drama|Thriller'}, {'movieId': '3811', 'title': 'Breaker Morant (1980)', 'genres': 'Drama|War'}, {'movieId': '3812', 'title': 'Everything You Always Wanted to Know About Sex * But Were Afraid to Ask (1972)', 'genres': 'Comedy'}, {'movieId': '3813', 'title': 'Interiors (1978)', 'genres': 'Drama'}, {'movieId': '3814', 'title': 'Love and Death (1975)', 'genres': 'Comedy'}, {'movieId': '3816', 'title': 'Official Story, The (La historia oficial) (1985)', 'genres': 'Drama'}, {'movieId': '3819', 'title': 'Tampopo (1985)', 'genres': 'Comedy'}, {'movieId': '3821', 'title': 'Nutty Professor II: The Klumps (2000)', 'genres': 'Comedy'}, {'movieId': '3822', 'title': 'Girl on the Bridge, The (Fille sur le pont, La) (1999)', 'genres': 'Drama|Romance'}, {'movieId': '3823', 'title': 'Wonderland (1999)', 'genres': 'Drama'}, {'movieId': '3824', 'title': 'Autumn in New York (2000)', 'genres': 'Drama|Romance'}, {'movieId': '3825', 'title': 'Coyote Ugly (2000)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '3826', 'title': 'Hollow Man (2000)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '3827', 'title': 'Space Cowboys (2000)', 'genres': 'Action|Adventure|Comedy|Sci-Fi'}, {'movieId': '3830', 'title': 'Psycho Beach Party (2000)', 'genres': 'Comedy|Horror|Thriller'}, {'movieId': '3831', 'title': 'Saving Grace (2000)', 'genres': 'Comedy'}, {'movieId': '3832', 'title': 'Black Sabbath (Tre volti della paura, I) (1963)', 'genres': 'Horror'}, {'movieId': '3833', 'title': \"Brain That Wouldn't Die, The (1962)\", 'genres': 'Horror|Sci-Fi'}, {'movieId': '3834', 'title': 'Bronco Billy (1980)', 'genres': 'Adventure|Drama|Romance'}, {'movieId': '3835', 'title': 'Crush, The (1993)', 'genres': 'Thriller'}, {'movieId': '3836', 'title': \"Kelly's Heroes (1970)\", 'genres': 'Action|Comedy|War'}, {'movieId': '3837', 'title': 'Phantasm II (1988)', 'genres': 'Action|Fantasy|Horror|Sci-Fi|Thriller'}, {'movieId': '3838', 'title': 'Phantasm III: Lord of the Dead (1994)', 'genres': 'Horror'}, {'movieId': '3839', 'title': 'Phantasm IV: Oblivion (1998)', 'genres': 'Horror'}, {'movieId': '3840', 'title': 'Pumpkinhead (1988)', 'genres': 'Horror'}, {'movieId': '3841', 'title': 'Air America (1990)', 'genres': 'Action|Comedy'}, {'movieId': '3843', 'title': 'Sleepaway Camp (1983)', 'genres': 'Horror'}, {'movieId': '3844', 'title': 'Steel Magnolias (1989)', 'genres': 'Drama'}, {'movieId': '3845', 'title': 'And God Created Woman (Et Dieu... créa la femme) (1956)', 'genres': 'Drama'}, {'movieId': '3846', 'title': 'Easy Money (1983)', 'genres': 'Comedy'}, {'movieId': '3847', 'title': 'Ilsa, She Wolf of the SS (1974)', 'genres': 'Horror'}, {'movieId': '3849', 'title': 'The Spiral Staircase (1945)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '3851', 'title': \"I'm the One That I Want (2000)\", 'genres': 'Comedy'}, {'movieId': '3852', 'title': 'Tao of Steve, The (2000)', 'genres': 'Comedy'}, {'movieId': '3855', 'title': 'Affair of Love, An (Liaison pornographique, Une) (1999)', 'genres': 'Drama|Romance'}, {'movieId': '3857', 'title': 'Bless the Child (2000)', 'genres': 'Thriller'}, {'movieId': '3858', 'title': 'Cecil B. 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(1993)', 'genres': 'Drama|Fantasy|Mystery|Romance'}, {'movieId': '3922', 'title': 'Bikini Beach (1964)', 'genres': 'Comedy'}, {'movieId': '3925', 'title': 'Stranger Than Paradise (1984)', 'genres': 'Comedy|Drama'}, {'movieId': '3926', 'title': 'Voyage to the Bottom of the Sea (1961)', 'genres': 'Adventure|Sci-Fi'}, {'movieId': '3927', 'title': 'Fantastic Voyage (1966)', 'genres': 'Adventure|Sci-Fi'}, {'movieId': '3928', 'title': 'Abbott and Costello Meet Frankenstein (1948)', 'genres': 'Comedy|Horror'}, {'movieId': '3929', 'title': 'Bank Dick, The (1940)', 'genres': 'Comedy'}, {'movieId': '3930', 'title': 'Creature from the Black Lagoon, The (1954)', 'genres': 'Adventure|Horror|Sci-Fi'}, {'movieId': '3932', 'title': 'Invisible Man, The (1933)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3933', 'title': 'Killer Shrews, The (1959)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '3937', 'title': 'Runaway (1984)', 'genres': 'Sci-Fi|Thriller'}, {'movieId': '3938', 'title': 'Slumber Party Massacre, The (1982)', 'genres': 'Horror'}, {'movieId': '3939', 'title': 'Slumber Party Massacre II (1987)', 'genres': 'Horror'}, {'movieId': '3940', 'title': 'Slumber Party Massacre III (1990)', 'genres': 'Horror'}, {'movieId': '3941', 'title': 'Sorority House Massacre (1986)', 'genres': 'Horror'}, {'movieId': '3942', 'title': 'Sorority House Massacre II (1990)', 'genres': 'Horror'}, {'movieId': '3943', 'title': 'Bamboozled (2000)', 'genres': 'Comedy'}, {'movieId': '3945', 'title': 'Digimon: The Movie (2000)', 'genres': 'Adventure|Animation|Children'}, {'movieId': '3946', 'title': 'Get Carter (2000)', 'genres': 'Action|Drama|Thriller'}, {'movieId': '3947', 'title': 'Get Carter (1971)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '3948', 'title': 'Meet the Parents (2000)', 'genres': 'Comedy'}, {'movieId': '3949', 'title': 'Requiem for a Dream (2000)', 'genres': 'Drama'}, {'movieId': '3950', 'title': 'Tigerland (2000)', 'genres': 'Drama'}, {'movieId': '3951', 'title': 'Two Family House (2000)', 'genres': 'Drama'}, {'movieId': '3952', 'title': 'Contender, The (2000)', 'genres': 'Drama|Thriller'}, {'movieId': '3953', 'title': 'Dr. T and the Women (2000)', 'genres': 'Comedy|Romance'}, {'movieId': '3955', 'title': 'Ladies Man, The (2000)', 'genres': 'Comedy'}, {'movieId': '3957', 'title': 'Billy Jack (1971)', 'genres': 'Action|Drama'}, {'movieId': '3958', 'title': 'Billy Jack Goes to Washington (1977)', 'genres': 'Drama'}, {'movieId': '3959', 'title': 'Time Machine, The (1960)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '3962', 'title': 'Ghoulies II (1987)', 'genres': 'Comedy|Horror'}, {'movieId': '3963', 'title': 'Unsinkable Molly Brown, The (1964)', 'genres': 'Musical'}, {'movieId': '3964', 'title': 'Adventures of Ichabod and Mr. Toad, The (1949)', 'genres': 'Animation|Children'}, {'movieId': '3965', 'title': 'Strange Love of Martha Ivers, The (1946)', 'genres': 'Drama|Film-Noir'}, {'movieId': '3966', 'title': 'Detour (1945)', 'genres': 'Crime|Film-Noir'}, {'movieId': '3967', 'title': 'Billy Elliot (2000)', 'genres': 'Drama'}, {'movieId': '3968', 'title': 'Bedazzled (2000)', 'genres': 'Comedy'}, {'movieId': '3969', 'title': 'Pay It Forward (2000)', 'genres': 'Drama'}, {'movieId': '3971', 'title': 'Private Eyes, The (1981)', 'genres': 'Comedy|Mystery'}, {'movieId': '3972', 'title': 'Legend of Drunken Master, The (Jui kuen II) (1994)', 'genres': 'Action|Comedy'}, {'movieId': '3973', 'title': 'Book of Shadows: Blair Witch 2 (2000)', 'genres': 'Crime|Horror|Mystery|Thriller'}, {'movieId': '3974', 'title': 'Little Vampire, The (2000)', 'genres': 'Adventure|Children'}, {'movieId': '3977', 'title': \"Charlie's Angels (2000)\", 'genres': 'Action|Comedy'}, {'movieId': '3978', 'title': 'Legend of Bagger Vance, The (2000)', 'genres': 'Drama|Romance'}, {'movieId': '3979', 'title': 'Little Nicky (2000)', 'genres': 'Comedy'}, {'movieId': '3980', 'title': 'Men of Honor (2000)', 'genres': 'Drama'}, {'movieId': '3981', 'title': 'Red Planet (2000)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '3983', 'title': 'You Can Count on Me (2000)', 'genres': 'Drama|Romance'}, {'movieId': '3984', 'title': 'Diamonds Are Forever (1971)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '3985', 'title': 'Eagle Has Landed, The (1976)', 'genres': 'Drama|War'}, {'movieId': '3986', 'title': '6th Day, The (2000)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '3987', 'title': 'Bounce (2000)', 'genres': 'Drama|Romance'}, {'movieId': '3988', 'title': 'How the Grinch Stole Christmas (a.k.a. The Grinch) (2000)', 'genres': 'Children|Comedy|Fantasy'}, {'movieId': '3989', 'title': 'One Day in September (1999)', 'genres': 'Documentary'}, {'movieId': '3990', 'title': 'Rugrats in Paris: The Movie (2000)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '3991', 'title': '102 Dalmatians (2000)', 'genres': 'Children|Comedy'}, {'movieId': '3992', 'title': 'Malèna (2000)', 'genres': 'Drama|Romance|War'}, {'movieId': '3993', 'title': 'Quills (2000)', 'genres': 'Drama|Romance'}, {'movieId': '3994', 'title': 'Unbreakable (2000)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '3996', 'title': 'Crouching Tiger, Hidden Dragon (Wo hu cang long) (2000)', 'genres': 'Action|Drama|Romance'}, {'movieId': '3997', 'title': 'Dungeons & Dragons (2000)', 'genres': 'Action|Adventure|Comedy|Fantasy'}, {'movieId': '3998', 'title': 'Proof of Life (2000)', 'genres': 'Drama'}, {'movieId': '3999', 'title': 'Vertical Limit (2000)', 'genres': 'Action|Adventure'}, {'movieId': '4000', 'title': 'Bounty, The (1984)', 'genres': 'Adventure|Drama'}, {'movieId': '4002', 'title': 'Planes, Trains & Automobiles (1987)', 'genres': 'Comedy'}, {'movieId': '4003', 'title': \"She's Having a Baby (1988)\", 'genres': 'Comedy'}, {'movieId': '4005', 'title': 'Living Daylights, The (1987)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '4006', 'title': 'Transformers: The Movie (1986)', 'genres': 'Adventure|Animation|Children|Sci-Fi'}, {'movieId': '4007', 'title': 'Wall Street (1987)', 'genres': 'Drama'}, {'movieId': '4008', 'title': 'Born on the Fourth of July (1989)', 'genres': 'Drama|War'}, {'movieId': '4009', 'title': 'Talk Radio (1988)', 'genres': 'Drama'}, {'movieId': '4010', 'title': \"Brewster's Millions (1985)\", 'genres': 'Comedy'}, {'movieId': '4011', 'title': 'Snatch (2000)', 'genres': 'Comedy|Crime|Thriller'}, {'movieId': '4012', 'title': 'Punchline (1988)', 'genres': 'Comedy|Drama'}, {'movieId': '4014', 'title': 'Chocolat (2000)', 'genres': 'Drama|Romance'}, {'movieId': '4015', 'title': \"Dude, Where's My Car? 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(2000)', 'genres': 'Adventure|Comedy|Crime'}, {'movieId': '4029', 'title': 'State and Main (2000)', 'genres': 'Comedy|Drama'}, {'movieId': '4030', 'title': 'Dracula 2000 (2000)', 'genres': 'Horror'}, {'movieId': '4031', 'title': 'All the Pretty Horses (2000)', 'genres': 'Drama|Romance|Western'}, {'movieId': '4032', 'title': 'Everlasting Piece, An (2000)', 'genres': 'Comedy'}, {'movieId': '4033', 'title': 'Thirteen Days (2000)', 'genres': 'Drama|Thriller|War'}, {'movieId': '4034', 'title': 'Traffic (2000)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '4035', 'title': 'Claim, The (2000)', 'genres': 'Romance|Western'}, {'movieId': '4036', 'title': 'Shadow of the Vampire (2000)', 'genres': 'Drama|Horror'}, {'movieId': '4037', 'title': 'House of Games (1987)', 'genres': 'Crime|Film-Noir|Mystery|Thriller'}, {'movieId': '4039', 'title': 'Annie (1982)', 'genres': 'Children|Musical'}, {'movieId': '4040', 'title': \"Don't Tell Mom the Babysitter's Dead (1991)\", 'genres': 'Comedy'}, {'movieId': '4041', 'title': 'Officer and a Gentleman, An (1982)', 'genres': 'Drama|Romance'}, {'movieId': '4042', 'title': 'Alamo, The (1960)', 'genres': 'Action|Drama|War|Western'}, {'movieId': '4043', 'title': 'At Close Range (1986)', 'genres': 'Crime|Drama'}, {'movieId': '4046', 'title': 'Friendly Persuasion (1956)', 'genres': 'Drama'}, {'movieId': '4047', 'title': 'Gettysburg (1993)', 'genres': 'Drama|War'}, {'movieId': '4051', 'title': 'Horrors of Spider Island (Ein Toter Hing im Netz) (1960)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '4052', 'title': 'Antitrust (2001)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '4053', 'title': 'Double Take (2001)', 'genres': 'Action|Comedy'}, {'movieId': '4054', 'title': 'Save the Last Dance (2001)', 'genres': 'Drama|Romance'}, {'movieId': '4055', 'title': 'Panic (2000)', 'genres': 'Drama'}, {'movieId': '4056', 'title': 'Pledge, The (2001)', 'genres': 'Crime|Drama|Mystery|Thriller'}, {'movieId': '4061', 'title': 'The Man in the Moon (1991)', 'genres': 'Drama|Romance'}, {'movieId': '4062', 'title': 'Mystic Pizza (1988)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '4063', 'title': 'Prelude to a Kiss (1992)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '4064', 'title': 'Coffy (1973)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '4065', 'title': 'Foxy Brown (1974)', 'genres': 'Action|Crime|Drama'}, {'movieId': '4066', 'title': \"I'm Gonna Git You Sucka (1988)\", 'genres': 'Action|Comedy'}, {'movieId': '4067', 'title': 'Untamed Heart (1993)', 'genres': 'Drama|Romance'}, {'movieId': '4068', 'title': 'Sugar & Spice (2001)', 'genres': 'Comedy'}, {'movieId': '4069', 'title': 'Wedding Planner, The (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '4074', 'title': 'Legend of Rita, The (Stille nach dem Schuß, Die) (1999)', 'genres': 'Drama'}, {'movieId': '4077', 'title': 'With a Friend Like Harry... 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'title': 'Glass Menagerie, The (1987)', 'genres': 'Drama'}, {'movieId': '4115', 'title': 'Hiding Out (1987)', 'genres': 'Comedy'}, {'movieId': '4116', 'title': 'Hollywood Shuffle (1987)', 'genres': 'Comedy'}, {'movieId': '4117', 'title': 'Hope and Glory (1987)', 'genres': 'Drama'}, {'movieId': '4121', 'title': 'Innerspace (1987)', 'genres': 'Action|Adventure|Comedy|Sci-Fi'}, {'movieId': '4123', 'title': 'Ishtar (1987)', 'genres': 'Comedy'}, {'movieId': '4124', 'title': 'Jaws: The Revenge (1987)', 'genres': 'Horror|Thriller'}, {'movieId': '4125', 'title': 'Leonard Part 6 (1987)', 'genres': 'Comedy|Sci-Fi'}, {'movieId': '4126', 'title': 'Less Than Zero (1987)', 'genres': 'Drama'}, {'movieId': '4127', 'title': 'Like Father, Like Son (1987)', 'genres': 'Comedy'}, {'movieId': '4128', 'title': 'Lost Boys, The (1987)', 'genres': 'Comedy|Horror|Thriller'}, {'movieId': '4129', 'title': 'Made in Heaven (1987)', 'genres': 'Fantasy|Romance'}, {'movieId': '4130', 'title': 'Maid to Order (1987)', 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(2001)', 'genres': 'Drama|Mystery|Romance'}, {'movieId': '4147', 'title': 'Nico and Dani (Krámpack) (2000)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '4148', 'title': 'Hannibal (2001)', 'genres': 'Horror|Thriller'}, {'movieId': '4149', 'title': 'Saving Silverman (Evil Woman) (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '4152', 'title': 'Vatel (2000)', 'genres': 'Drama'}, {'movieId': '4153', 'title': 'Down to Earth (2001)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '4154', 'title': \"Recess: School's Out (2001)\", 'genres': 'Animation|Children'}, {'movieId': '4155', 'title': 'Sweet November (2001)', 'genres': 'Drama|Romance'}, {'movieId': '4156', 'title': 'Company Man (2000)', 'genres': 'Comedy'}, {'movieId': '4157', 'title': 'Price of Milk, The (2000)', 'genres': 'Comedy|Drama|Fantasy|Romance'}, {'movieId': '4158', 'title': 'Monkeybone (2001)', 'genres': 'Animation|Comedy|Fantasy'}, {'movieId': '4159', 'title': '3000 Miles to Graceland (2001)', 'genres': 'Action|Thriller'}, {'movieId': '4160', 'title': 'Widow of St. Pierre, The (Veuve de Saint-Pierre, La) (2000)', 'genres': 'Drama|Romance'}, {'movieId': '4161', 'title': 'Mexican, The (2001)', 'genres': 'Action|Comedy'}, {'movieId': '4164', 'title': \"Caveman's Valentine, The (2001)\", 'genres': 'Drama'}, {'movieId': '4166', 'title': 'Series 7: The Contenders (2001)', 'genres': 'Action|Drama'}, {'movieId': '4167', 'title': '15 Minutes (2001)', 'genres': 'Thriller'}, {'movieId': '4168', 'title': 'Get Over It (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '4171', 'title': \"Long Night's Journey Into Day (2000)\", 'genres': 'Documentary'}, {'movieId': '4174', 'title': 'Avalon (1990)', 'genres': 'Drama'}, {'movieId': '4175', 'title': \"Gray's Anatomy (1996)\", 'genres': 'Comedy|Drama'}, {'movieId': '4178', 'title': 'Of Mice and Men (1939)', 'genres': 'Drama'}, {'movieId': '4180', 'title': 'Reform School Girls (1986)', 'genres': 'Action|Drama'}, {'movieId': '4181', 'title': 'Tapeheads 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'genres': 'Comedy|Crime|Romance'}, {'movieId': '4229', 'title': \"Say It Isn't So (2001)\", 'genres': 'Comedy|Romance'}, {'movieId': '4231', 'title': 'Someone Like You (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '4232', 'title': 'Spy Kids (2001)', 'genres': 'Action|Adventure|Children|Comedy'}, {'movieId': '4233', 'title': 'Tomcats (2001)', 'genres': 'Comedy'}, {'movieId': '4234', 'title': 'Tailor of Panama, The (2001)', 'genres': 'Drama|Thriller'}, {'movieId': '4235', 'title': \"Amores Perros (Love's a Bitch) (2000)\", 'genres': 'Drama|Thriller'}, {'movieId': '4236', 'title': 'Keep the River on Your Right: A Modern Cannibal Tale (2000)', 'genres': 'Documentary'}, {'movieId': '4237', 'title': 'Gleaners & I, The (Les glaneurs et la glaneuse) (2000)', 'genres': 'Documentary'}, {'movieId': '4238', 'title': 'Along Came a Spider (2001)', 'genres': 'Action|Crime|Mystery|Thriller'}, {'movieId': '4239', 'title': 'Blow (2001)', 'genres': 'Crime|Drama'}, {'movieId': '4240', 'title': 'Just Visiting (2001)', 'genres': 'Comedy|Fantasy'}, {'movieId': '4241', 'title': 'Pokémon 3: The Movie (2001)', 'genres': 'Animation|Children'}, {'movieId': '4242', 'title': 'Beautiful Creatures (2000)', 'genres': 'Comedy|Crime|Drama|Thriller'}, {'movieId': '4243', 'title': 'Brigham City (2001)', 'genres': 'Crime|Drama|Mystery'}, {'movieId': '4246', 'title': \"Bridget Jones's Diary (2001)\", 'genres': 'Comedy|Drama|Romance'}, {'movieId': '4247', 'title': 'Joe Dirt (2001)', 'genres': 'Adventure|Comedy|Mystery|Romance'}, {'movieId': '4248', 'title': 'Josie and the Pussycats (2001)', 'genres': 'Comedy'}, {'movieId': '4251', 'title': 'Chopper (2000)', 'genres': 'Drama|Thriller'}, {'movieId': '4252', 'title': 'Circle, The (Dayereh) (2000)', 'genres': 'Drama'}, {'movieId': '4254', 'title': 'Crocodile Dundee in Los Angeles (2001)', 'genres': 'Comedy|Drama'}, {'movieId': '4255', 'title': 'Freddy Got Fingered (2001)', 'genres': 'Comedy'}, {'movieId': '4256', 'title': 'Center of the World, The 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Yi (2000)', 'genres': 'Drama'}, {'movieId': '4337', 'title': 'Sand Pebbles, The (1966)', 'genres': 'Drama|Romance|War'}, {'movieId': '4338', 'title': \"Twelve O'Clock High (1949)\", 'genres': 'Drama|War'}, {'movieId': '4339', 'title': \"Von Ryan's Express (1965)\", 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '4340', 'title': 'Animal, The (2001)', 'genres': 'Comedy'}, {'movieId': '4342', 'title': 'Big Eden (2000)', 'genres': 'Drama|Romance'}, {'movieId': '4343', 'title': 'Evolution (2001)', 'genres': 'Comedy|Sci-Fi'}, {'movieId': '4344', 'title': 'Swordfish (2001)', 'genres': 'Action|Crime|Drama'}, {'movieId': '4345', 'title': 'Anniversary Party, The (2001)', 'genres': 'Drama'}, {'movieId': '4347', 'title': 'Divided We Fall (Musíme si pomáhat) (2000)', 'genres': 'Comedy|Drama'}, {'movieId': '4349', 'title': 'Catch-22 (1970)', 'genres': 'Comedy|War'}, {'movieId': '4350', 'title': 'Forgotten Silver (1996)', 'genres': 'Comedy|Documentary'}, {'movieId': '4351', 'title': 'Point 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'title': 'Big Red One, The (1980)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '4827', 'title': 'Boogeyman, The (1980)', 'genres': 'Horror'}, {'movieId': '4828', 'title': 'Party, The (Boum, La) (1980)', 'genres': 'Comedy|Romance'}, {'movieId': '4830', 'title': 'Brubaker (1980)', 'genres': 'Crime|Drama'}, {'movieId': '4831', 'title': \"Can't Stop the Music (1980)\", 'genres': 'Comedy|Musical'}, {'movieId': '4833', 'title': 'Changeling, The (1980)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '4835', 'title': \"Coal Miner's Daughter (1980)\", 'genres': 'Drama'}, {'movieId': '4836', 'title': 'Competition, The (1980)', 'genres': 'Drama|Romance'}, {'movieId': '4840', 'title': 'Last Metro, The (Dernier métro, Le) (1980)', 'genres': 'Drama|Romance'}, {'movieId': '4844', 'title': 'Bandits (2001)', 'genres': 'Comedy|Crime|Romance'}, {'movieId': '4845', 'title': 'Corky Romano (2001)', 'genres': 'Comedy|Crime'}, {'movieId': '4846', 'title': 'Iron Monkey (Siu nin Wong Fei-hung ji: 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(1977)', 'genres': 'Comedy|Fantasy'}, {'movieId': '5218', 'title': 'Ice Age (2002)', 'genres': 'Adventure|Animation|Children|Comedy'}, {'movieId': '5219', 'title': 'Resident Evil (2002)', 'genres': 'Action|Horror|Sci-Fi|Thriller'}, {'movieId': '5220', 'title': 'Showtime (2002)', 'genres': 'Action|Comedy'}, {'movieId': '5221', 'title': \"Harrison's Flowers (2000)\", 'genres': 'Drama'}, {'movieId': '5222', 'title': 'Kissing Jessica Stein (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '5224', 'title': 'Promises (2001)', 'genres': 'Documentary'}, {'movieId': '5225', 'title': 'And Your Mother Too (Y tu mamá también) (2001)', 'genres': 'Drama|Romance'}, {'movieId': '5226', 'title': 'All the Right Moves (1983)', 'genres': 'Drama|Romance'}, {'movieId': '5231', 'title': 'Road to Morocco (1942)', 'genres': 'Comedy'}, {'movieId': '5237', 'title': 'Taps (1981)', 'genres': 'Drama'}, {'movieId': '5238', 'title': 'Return of the Secaucus 7 (1980)', 'genres': 'Drama'}, {'movieId': '5239', 'title': 'Rude Boy (1980)', 'genres': 'Documentary|Drama'}, {'movieId': '5240', 'title': 'Running Scared (1980)', 'genres': 'Action|Drama'}, {'movieId': '5241', 'title': 'Seems Like Old Times (1980)', 'genres': 'Comedy|Romance'}, {'movieId': '5244', 'title': 'Shogun Assassin (1980)', 'genres': 'Action|Adventure'}, {'movieId': '5246', 'title': 'Smokey and the Bandit II (1980)', 'genres': 'Action|Comedy'}, {'movieId': '5247', 'title': 'Smokey and the Bandit (1977)', 'genres': 'Action|Comedy'}, {'movieId': '5248', 'title': 'Smokey and the Bandit III (1983)', 'genres': 'Action|Comedy'}, {'movieId': '5250', 'title': 'Stir Crazy (1980)', 'genres': 'Comedy'}, {'movieId': '5254', 'title': 'Blade II (2002)', 'genres': 'Action|Horror|Thriller'}, {'movieId': '5255', 'title': 'Sorority Boys (2002)', 'genres': 'Comedy'}, {'movieId': '5256', 'title': 'Stolen Summer (2002)', 'genres': 'Drama'}, {'movieId': '5258', 'title': 'George Washington (2000)', 'genres': 'Drama'}, {'movieId': '5264', 'title': 'Clockstoppers (2002)', 'genres': 'Action|Adventure|Sci-Fi|Thriller'}, {'movieId': '5265', 'title': 'Death to Smoochy (2002)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '5266', 'title': 'Panic Room (2002)', 'genres': 'Thriller'}, {'movieId': '5267', 'title': 'Rookie, The (2002)', 'genres': 'Drama'}, {'movieId': '5268', 'title': 'No Such Thing (2001)', 'genres': 'Drama|Fantasy|Romance'}, {'movieId': '5269', 'title': 'Piano Teacher, The (La pianiste) (2001)', 'genres': 'Drama'}, {'movieId': '5272', 'title': \"Time Out (L'emploi du temps) (2001)\", 'genres': 'Drama'}, {'movieId': '5275', 'title': 'Boxcar Bertha (1972)', 'genres': 'Drama'}, {'movieId': '5278', 'title': 'Fraternity Vacation (1985)', 'genres': 'Comedy|Romance'}, {'movieId': '5279', 'title': 'Impromptu (1991)', 'genres': 'Comedy|Romance'}, {'movieId': '5282', 'title': 'High Crimes (2002)', 'genres': 'Thriller'}, {'movieId': '5283', 'title': \"National Lampoon's Van Wilder (2002)\", 'genres': 'Comedy'}, {'movieId': '5284', 'title': 'Crush (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '5285', 'title': 'Lucky Break (2001)', 'genres': 'Comedy|Crime'}, {'movieId': '5288', 'title': 'Atomic Cafe, The (1982)', 'genres': 'Documentary|War'}, {'movieId': '5291', 'title': 'Rashomon (Rashômon) (1950)', 'genres': 'Crime|Drama|Mystery'}, {'movieId': '5292', 'title': 'Slap Shot (1977)', 'genres': 'Comedy'}, {'movieId': '5293', 'title': 'Changing Lanes (2002)', 'genres': 'Drama|Thriller'}, {'movieId': '5294', 'title': 'Frailty (2001)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '5296', 'title': 'Sweetest Thing, The (2002)', 'genres': 'Comedy|Romance'}, {'movieId': '5297', 'title': \"Cat's Meow, The (2002)\", 'genres': 'Drama|Thriller'}, {'movieId': '5298', 'title': 'Human Nature (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '5299', 'title': 'My Big Fat Greek Wedding (2002)', 'genres': 'Comedy|Romance'}, {'movieId': '5300', 'title': '3:10 to Yuma (1957)', 'genres': 'Action|Adventure|Drama|Thriller|Western'}, {'movieId': '5303', 'title': 'Joe Versus the Volcano (1990)', 'genres': 'Comedy|Romance'}, {'movieId': '5304', 'title': 'Rome, Open City (a.k.a. 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I. Warshawski (1991)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '5443', 'title': 'Juwanna Mann (2002)', 'genres': 'Comedy'}, {'movieId': '5444', 'title': 'Lilo & Stitch (2002)', 'genres': 'Adventure|Animation|Children|Sci-Fi'}, {'movieId': '5445', 'title': 'Minority Report (2002)', 'genres': 'Action|Crime|Mystery|Sci-Fi|Thriller'}, {'movieId': '5446', 'title': 'Rabbit-Proof Fence (2002)', 'genres': 'Adventure|Drama'}, {'movieId': '5447', 'title': 'Sunshine State (2002)', 'genres': 'Drama'}, {'movieId': '5448', 'title': 'Hey Arnold! The Movie (2002)', 'genres': 'Adventure|Animation|Children|Comedy'}, {'movieId': '5449', 'title': 'Mr. Deeds (2002)', 'genres': 'Comedy|Romance'}, {'movieId': '5450', 'title': 'Lovely & Amazing (2001)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '5451', 'title': 'Pumpkin (2002)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '5452', 'title': \"Look Who's Talking Now (1993)\", 'genres': 'Children|Comedy|Romance'}, {'movieId': '5454', 'title': \"Mo' Money (1992)\", 'genres': 'Comedy|Romance'}, {'movieId': '5455', 'title': 'Object of Beauty, The (1991)', 'genres': 'Comedy|Drama'}, {'movieId': '5456', 'title': 'Wagons East (1994)', 'genres': 'Comedy|Western'}, {'movieId': '5458', 'title': 'Like Mike (2002)', 'genres': 'Children|Comedy|Fantasy'}, {'movieId': '5459', 'title': 'Men in Black II (a.k.a. MIIB) (a.k.a. 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Escape to Victory) (1981)', 'genres': 'Action|Drama|War'}, {'movieId': '5919', 'title': 'Android (1982)', 'genres': 'Sci-Fi'}, {'movieId': '5922', 'title': 'Attila (Attila Flagello di Dio) (1982)', 'genres': 'Action'}, {'movieId': '5925', 'title': 'Beast Within, The (1982)', 'genres': 'Horror'}, {'movieId': '5927', 'title': 'Best Little Whorehouse in Texas, The (1982)', 'genres': 'Comedy|Drama|Musical|Romance'}, {'movieId': '5929', 'title': 'Party 2, The (Boum 2, La) (1982)', 'genres': 'Comedy|Romance'}, {'movieId': '5932', 'title': 'Burden of Dreams (1982)', 'genres': 'Documentary'}, {'movieId': '5938', 'title': 'Deathtrap (1982)', 'genres': 'Comedy|Crime|Mystery|Thriller'}, {'movieId': '5941', 'title': 'Drumline (2002)', 'genres': 'Comedy|Drama|Musical|Romance'}, {'movieId': '5942', 'title': 'Hot Chick, The (2002)', 'genres': 'Comedy'}, {'movieId': '5943', 'title': 'Maid in Manhattan (2002)', 'genres': 'Comedy|Romance'}, {'movieId': '5944', 'title': 'Star Trek: Nemesis (2002)', 'genres': 'Action|Drama|Sci-Fi|Thriller'}, {'movieId': '5945', 'title': 'About Schmidt (2002)', 'genres': 'Comedy|Drama'}, {'movieId': '5947', 'title': 'Evelyn (2002)', 'genres': 'Drama'}, {'movieId': '5949', 'title': 'Intact (Intacto) (2001)', 'genres': 'Thriller'}, {'movieId': '5951', 'title': 'Morvern Callar (2002)', 'genres': 'Drama'}, {'movieId': '5952', 'title': 'Lord of the Rings: The Two Towers, The (2002)', 'genres': 'Adventure|Fantasy'}, {'movieId': '5953', 'title': 'Devils on the Doorstep (Guizi lai le) (2000)', 'genres': 'Drama|War'}, {'movieId': '5954', 'title': '25th Hour (2002)', 'genres': 'Crime|Drama'}, {'movieId': '5955', 'title': 'Antwone Fisher (2002)', 'genres': 'Drama'}, {'movieId': '5956', 'title': 'Gangs of New York (2002)', 'genres': 'Crime|Drama'}, {'movieId': '5957', 'title': 'Two Weeks Notice (2002)', 'genres': 'Comedy|Romance'}, {'movieId': '5959', 'title': 'Narc (2002)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '5961', 'title': 'Blue Steel (1990)', 'genres': 'Action|Thriller'}, {'movieId': '5962', 'title': 'Body of Evidence (1993)', 'genres': 'Drama|Thriller'}, {'movieId': '5963', 'title': \"Children's Hour, The (1961)\", 'genres': 'Drama'}, {'movieId': '5965', 'title': 'Duellists, The (1977)', 'genres': 'Action|War'}, {'movieId': '5968', 'title': 'Miami Blues (1990)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '5969', 'title': 'My Girl 2 (1994)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '5970', 'title': 'My Girl (1991)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '5971', 'title': 'My Neighbor Totoro (Tonari no Totoro) (1988)', 'genres': 'Animation|Children|Drama|Fantasy'}, {'movieId': '5974', 'title': 'Thief of Bagdad, The (1940)', 'genres': 'Adventure|Fantasy'}, {'movieId': '5975', 'title': 'War and Peace (1956)', 'genres': 'Drama|Romance|War'}, {'movieId': '5979', 'title': 'Attack of the Crab Monsters (1957)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '5980', 'title': 'Black Christmas (1974)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '5984', 'title': \"Story of O, The (Histoire d'O) (1975)\", 'genres': 'Drama|Romance'}, {'movieId': '5986', 'title': 'Fat City (1972)', 'genres': 'Drama'}, {'movieId': '5988', 'title': 'Quicksilver (1986)', 'genres': 'Drama'}, {'movieId': '5989', 'title': 'Catch Me If You Can (2002)', 'genres': 'Crime|Drama'}, {'movieId': '5990', 'title': 'Pinocchio (2002)', 'genres': 'Children|Comedy|Fantasy'}, {'movieId': '5991', 'title': 'Chicago (2002)', 'genres': 'Comedy|Crime|Drama|Musical'}, {'movieId': '5992', 'title': 'Hours, The (2002)', 'genres': 'Drama|Romance'}, {'movieId': '5993', 'title': 'Max (2002)', 'genres': 'Drama'}, {'movieId': '5994', 'title': 'Nicholas Nickleby (2002)', 'genres': 'Drama|Romance'}, {'movieId': '5995', 'title': 'Pianist, The (2002)', 'genres': 'Drama|War'}, {'movieId': '5999', 'title': 'Heavy Metal 2000 (2000)', 'genres': 'Action|Adventure|Animation|Fantasy|Sci-Fi'}, {'movieId': '6001', 'title': 'King of Comedy, The (1983)', 'genres': 'Comedy|Drama'}, {'movieId': '6002', 'title': 'Love Liza (2002)', 'genres': 'Drama'}, {'movieId': '6003', 'title': 'Confessions of a Dangerous Mind (2002)', 'genres': 'Comedy|Crime|Drama|Thriller'}, {'movieId': '6005', 'title': 'Blue Collar Comedy Tour: The Movie (2003)', 'genres': 'Comedy|Documentary'}, {'movieId': '6006', 'title': 'Just Married (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '6009', 'title': 'City of Lost Souls, The (Hyôryuu-gai) (2000)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6012', 'title': 'Guy Thing, A (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '6013', 'title': 'Kangaroo Jack (2003)', 'genres': 'Action|Comedy'}, {'movieId': '6014', 'title': 'National Security (2003)', 'genres': 'Action|Comedy'}, {'movieId': '6016', 'title': 'City of God (Cidade de Deus) (2002)', 'genres': 'Action|Adventure|Crime|Drama|Thriller'}, {'movieId': '6020', 'title': 'Alice Adams (1935)', 'genres': 'Comedy|Drama'}, {'movieId': '6021', 'title': 'American Friend, The (Amerikanische Freund, Der) (1977)', 'genres': 'Crime|Drama|Mystery|Thriller'}, {'movieId': '6022', 'title': 'American Me (1992)', 'genres': 'Drama'}, {'movieId': '6023', 'title': 'Band of Outsiders (Bande à part) (1964)', 'genres': 'Comedy|Crime|Drama|Romance'}, {'movieId': '6025', 'title': 'CB4 - The Movie (1993)', 'genres': 'Comedy'}, {'movieId': '6027', 'title': 'Dogfight (1991)', 'genres': 'Drama|Romance'}, {'movieId': '6030', 'title': 'Girls! Girls! Girls! (1962)', 'genres': 'Comedy|Musical'}, {'movieId': '6031', 'title': 'Imitation of Life (1959)', 'genres': 'Drama|Romance'}, {'movieId': '6033', 'title': 'Mystery Date (1991)', 'genres': 'Comedy'}, {'movieId': '6035', 'title': 'Pépé le Moko (1937)', 'genres': 'Crime|Drama|Romance'}, {'movieId': '6036', 'title': 'Secret Admirer (1985)', 'genres': 'Comedy|Romance'}, {'movieId': '6039', 'title': 'Woman in Red, The (1984)', 'genres': 'Comedy|Romance'}, {'movieId': '6040', 'title': 'Darkness Falls (2003)', 'genres': 'Horror|Thriller'}, {'movieId': '6041', 'title': 'Amen. (2002)', 'genres': 'Drama'}, {'movieId': '6042', 'title': \"Blind Spot: Hitler's Secretary (Im toten Winkel - Hitlers Sekretärin) (2002)\", 'genres': 'Documentary'}, {'movieId': '6044', 'title': 'Blind Date (1984)', 'genres': 'Horror|Thriller'}, {'movieId': '6049', 'title': 'Ethan Frome (1993)', 'genres': 'Drama'}, {'movieId': '6051', 'title': 'Harder They Come, The (1973)', 'genres': 'Action|Crime|Drama'}, {'movieId': '6055', 'title': 'Sugar Hill (1994)', 'genres': 'Drama'}, {'movieId': '6057', 'title': 'Biker Boyz (2003)', 'genres': 'Action|Crime|Drama'}, {'movieId': '6058', 'title': 'Final Destination 2 (2003)', 'genres': 'Horror|Thriller'}, {'movieId': '6059', 'title': 'Recruit, The (2003)', 'genres': 'Action|Thriller'}, {'movieId': '6060', 'title': 'Guru, The (2002)', 'genres': 'Comedy|Romance'}, {'movieId': '6062', 'title': 'Lost in La Mancha (2002)', 'genres': 'Documentary'}, {'movieId': '6063', 'title': 'May (2002)', 'genres': 'Drama|Horror'}, {'movieId': '6064', 'title': 'Harder They Fall, The (1956)', 'genres': 'Drama|Film-Noir'}, {'movieId': '6067', 'title': 'Ordinary Decent Criminal (2000)', 'genres': 'Comedy|Crime'}, {'movieId': '6070', 'title': 'Tokyo Decadence (Topâzu) (1992)', 'genres': 'Drama'}, {'movieId': '6078', 'title': 'Firefox (1982)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '6086', 'title': 'I, the Jury (1982)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6090', 'title': 'Kiss Me Goodbye (1982)', 'genres': 'Comedy'}, {'movieId': '6093', 'title': 'Last Unicorn, The (1982)', 'genres': 'Animation|Children|Fantasy'}, {'movieId': '6095', 'title': 'Dragon Lord (a.k.a. Dragon Strike) (Long Xiao Ye) (1982)', 'genres': 'Action'}, {'movieId': '6100', 'title': \"Midsummer Night's Sex Comedy, A (1982)\", 'genres': 'Comedy|Romance'}, {'movieId': '6101', 'title': 'Missing (1982)', 'genres': 'Drama|Mystery|Thriller'}, {'movieId': '6104', 'title': 'Monty Python Live at the Hollywood Bowl (1982)', 'genres': 'Comedy'}, {'movieId': '6107', 'title': 'Night of the Shooting Stars (Notte di San Lorenzo, La) (1982)', 'genres': 'Drama|War'}, {'movieId': '6111', 'title': 'Paradise (1982)', 'genres': 'Adventure|Romance'}, {'movieId': '6116', 'title': 'Pirate Movie, The (1982)', 'genres': 'Adventure|Comedy|Musical'}, {'movieId': '6119', 'title': 'Santa Claus Is a Stinker (Le Père Noël est une ordure) (1982)', 'genres': 'Comedy'}, {'movieId': '6122', 'title': 'Richard Pryor Live on the Sunset Strip (1982)', 'genres': 'Comedy|Documentary'}, {'movieId': '6123', 'title': 'Sunless (Sans Soleil) (1983)', 'genres': 'Documentary'}, {'movieId': '6124', 'title': 'Savannah Smiles (1982)', 'genres': 'Comedy'}, {'movieId': '6125', 'title': \"Secret Policeman's Other Ball, The (1982)\", 'genres': 'Comedy|Documentary|Musical'}, {'movieId': '6140', 'title': 'Tenebre (1982)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '6141', 'title': 'They Call Me Bruce? (a.k.a. A Fistful of Chopsticks) (1982)', 'genres': 'Comedy'}, {'movieId': '6143', 'title': 'Trail of the Pink Panther (1982)', 'genres': 'Comedy|Crime'}, {'movieId': '6145', 'title': 'Venom (1982)', 'genres': 'Horror|Thriller'}, {'movieId': '6148', 'title': 'White Dog (1982)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '6153', 'title': 'Zapped! (1982)', 'genres': 'Comedy|Sci-Fi'}, {'movieId': '6155', 'title': 'How to Lose a Guy in 10 Days (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '6156', 'title': 'Shanghai Knights (2003)', 'genres': 'Action|Adventure|Comedy'}, {'movieId': '6157', 'title': 'Daredevil (2003)', 'genres': 'Action|Crime'}, {'movieId': '6158', 'title': 'Jungle Book 2, The (2003)', 'genres': 'Animation|Children'}, {'movieId': '6159', 'title': 'All the Real Girls (2003)', 'genres': 'Drama|Romance'}, {'movieId': '6162', 'title': 'Gerry (2002)', 'genres': 'Adventure|Drama'}, {'movieId': '6163', 'title': 'He Loves Me... He Loves Me Not (À la folie... pas du tout) (2002)', 'genres': 'Romance|Thriller'}, {'movieId': '6166', 'title': 'Dennis the Menace (1993)', 'genres': 'Comedy'}, {'movieId': '6169', 'title': 'Black Stallion Returns, The (1983)', 'genres': 'Adventure|Children'}, {'movieId': '6170', 'title': 'Black Stallion, The (1979)', 'genres': 'Adventure|Children|Drama'}, {'movieId': '6178', 'title': 'Patch of Blue, A (1965)', 'genres': 'Drama|Romance'}, {'movieId': '6181', 'title': 'Red Badge of Courage, The (1951)', 'genres': 'Drama|War'}, {'movieId': '6182', 'title': 'Thrill of It All, The (1963)', 'genres': 'Comedy'}, {'movieId': '6183', 'title': 'Pillow Talk (1959)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '6184', 'title': 'Man Who Fell to Earth, The (1976)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '6185', 'title': 'Dark Blue (2003)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '6186', 'title': 'Gods and Generals (2003)', 'genres': 'Action|Drama|War'}, {'movieId': '6187', 'title': 'Life of David Gale, The (2003)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6188', 'title': 'Old School (2003)', 'genres': 'Comedy'}, {'movieId': '6192', 'title': 'Open Hearts (Elsker dig for evigt) (2002)', 'genres': 'Romance'}, {'movieId': '6193', 'title': 'Poolhall Junkies (2002)', 'genres': 'Comedy|Drama|Thriller'}, {'movieId': '6195', 'title': 'Stone Reader (2002)', 'genres': 'Documentary'}, {'movieId': '6196', 'title': 'Cradle 2 the Grave (2003)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '6197', 'title': 'Spider (2002)', 'genres': 'Drama|Mystery'}, {'movieId': '6201', 'title': 'Lady Jane (1986)', 'genres': 'Drama|Romance'}, {'movieId': '6202', 'title': 'Late Marriage (Hatuna Meuheret) (2001)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6203', 'title': 'Life Stinks (1991)', 'genres': 'Comedy'}, {'movieId': '6204', 'title': 'Meteor Man, The (1993)', 'genres': 'Comedy'}, {'movieId': '6210', 'title': 'Volcano High (Whasango) (2001)', 'genres': 'Action|Comedy'}, {'movieId': '6212', 'title': 'Bringing Down the House (2003)', 'genres': 'Comedy'}, {'movieId': '6213', 'title': 'Tears of the Sun (2003)', 'genres': 'Action|Drama|Thriller'}, {'movieId': '6214', 'title': 'Irreversible (Irréversible) (2002)', 'genres': 'Crime|Drama|Mystery|Thriller'}, {'movieId': '6215', 'title': 'Laurel Canyon (2002)', 'genres': 'Drama'}, {'movieId': '6216', 'title': 'Nowhere in Africa (Nirgendwo in Afrika) (2001)', 'genres': 'Drama'}, {'movieId': '6217', 'title': 'Safety of Objects, The (2001)', 'genres': 'Drama'}, {'movieId': '6218', 'title': 'Bend It Like Beckham (2002)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6219', 'title': 'Hunted, The (2003)', 'genres': 'Action|Drama|Thriller'}, {'movieId': '6220', 'title': 'Willard (2003)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '6222', 'title': 'Prozac Nation (2001)', 'genres': 'Drama'}, {'movieId': '6223', 'title': 'Spun (2001)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '6225', 'title': 'King of Kings (1961)', 'genres': 'Drama'}, {'movieId': '6228', 'title': 'Talk of the Town, The (1942)', 'genres': 'Comedy|Romance|Thriller'}, {'movieId': '6232', 'title': 'Born Free (1966)', 'genres': 'Adventure|Children|Drama'}, {'movieId': '6234', 'title': 'Equus (1977)', 'genres': 'Drama|Mystery'}, {'movieId': '6235', 'title': 'Europa Europa (Hitlerjunge Salomon) (1990)', 'genres': 'Drama|War'}, {'movieId': '6237', 'title': 'Glenn Miller Story, The (1953)', 'genres': 'Drama'}, {'movieId': '6238', 'title': 'Green Card (1990)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6239', 'title': 'Journey to the Center of the Earth (1959)', 'genres': 'Adventure|Children|Sci-Fi'}, {'movieId': '6241', 'title': 'Pauline at the Beach (Pauline à la Plage) (1983)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6242', 'title': 'Ringu (Ring) (1998)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '6244', 'title': 'Salaam Bombay! (1988)', 'genres': 'Drama'}, {'movieId': '6245', 'title': 'Sweet Charity (1969)', 'genres': 'Comedy|Drama|Musical|Romance'}, {'movieId': '6246', 'title': 'Talent for the Game (1991)', 'genres': 'Drama'}, {'movieId': '6249', 'title': 'Boat Trip (2003)', 'genres': 'Comedy'}, {'movieId': '6250', 'title': 'Dreamcatcher (2003)', 'genres': 'Drama|Horror|Sci-Fi|Thriller'}, {'movieId': '6251', 'title': \"Piglet's Big Movie (2003)\", 'genres': 'Animation|Children'}, {'movieId': '6252', 'title': 'View from the Top (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '6254', 'title': 'Awful Truth, The (1937)', 'genres': 'Comedy|Romance'}, {'movieId': '6263', 'title': 'Basic (2003)', 'genres': 'Drama|Thriller|War'}, {'movieId': '6264', 'title': 'Core, The (2003)', 'genres': 'Action|Drama|Sci-Fi|Thriller'}, {'movieId': '6265', 'title': 'Head of State (2003)', 'genres': 'Comedy'}, {'movieId': '6266', 'title': 'What a Girl Wants (2003)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6267', 'title': 'Assassination Tango (2002)', 'genres': 'Drama|Thriller'}, {'movieId': '6268', 'title': 'Raising Victor Vargas (2002)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6269', 'title': 'Stevie (2002)', 'genres': 'Documentary'}, {'movieId': '6270', 'title': \"Akira Kurosawa's Dreams (Dreams) (1990)\", 'genres': 'Drama|Fantasy'}, {'movieId': '6271', 'title': 'Day for Night (La Nuit Américaine) (1973)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6273', 'title': 'In a Lonely Place (1950)', 'genres': 'Drama|Film-Noir|Mystery|Romance'}, {'movieId': '6279', 'title': 'Good Thief, The (2002)', 'genres': 'Crime|Drama'}, {'movieId': '6280', 'title': 'Man Apart, A (2003)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '6281', 'title': 'Phone Booth (2002)', 'genres': 'Drama|Thriller'}, {'movieId': '6283', 'title': 'Cowboy Bebop: The Movie (Cowboy Bebop: Tengoku no Tobira) (2001)', 'genres': 'Action|Animation|Sci-Fi|Thriller'}, {'movieId': '6285', 'title': 'Levity (2003)', 'genres': 'Drama'}, {'movieId': '6286', 'title': 'Man Without a Past, The (Mies vailla menneisyyttä) (2002)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '6287', 'title': 'Anger Management (2003)', 'genres': 'Comedy'}, {'movieId': '6288', 'title': 'Better Luck Tomorrow (2002)', 'genres': 'Crime|Drama'}, {'movieId': '6289', 'title': 'Ghosts of the Abyss (2003)', 'genres': 'Documentary|IMAX'}, {'movieId': '6290', 'title': 'House of 1000 Corpses (2003)', 'genres': 'Horror'}, {'movieId': '6291', 'title': 'Lilya 4-Ever (Lilja 4-ever) (2002)', 'genres': 'Crime|Drama'}, {'movieId': '6294', 'title': 'Bulletproof Monk (2003)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '6295', 'title': 'Chasing Papi (a.k.a. Papi Chulo) (2003)', 'genres': 'Comedy'}, {'movieId': '6296', 'title': 'Mighty Wind, A (2003)', 'genres': 'Comedy|Musical'}, {'movieId': '6297', 'title': 'Holes (2003)', 'genres': 'Adventure|Children|Comedy|Mystery'}, {'movieId': '6298', 'title': \"Malibu's Most Wanted (2003)\", 'genres': 'Comedy|Crime'}, {'movieId': '6299', 'title': 'Winged Migration (Peuple migrateur, Le) (2001)', 'genres': 'Documentary'}, {'movieId': '6300', 'title': 'Flickering Lights (Blinkende lygter) (2000)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '6301', 'title': 'Straw Dogs (1971)', 'genres': 'Drama|Thriller'}, {'movieId': '6302', 'title': 'Beginning of the End (1957)', 'genres': 'Sci-Fi'}, {'movieId': '6303', 'title': 'Andromeda Strain, The (1971)', 'genres': 'Mystery|Sci-Fi'}, {'movieId': '6305', 'title': 'Fahrenheit 451 (1966)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '6306', 'title': 'I Am Trying to Break Your Heart (2002)', 'genres': 'Documentary'}, {'movieId': '6308', 'title': 'Legal Eagles (1986)', 'genres': 'Comedy|Crime|Romance'}, {'movieId': '6310', 'title': 'Memories of Me (1988)', 'genres': 'Comedy|Drama'}, {'movieId': '6313', 'title': 'Sibling Rivalry (1990)', 'genres': 'Comedy'}, {'movieId': '6314', 'title': 'Undercover Blues (1993)', 'genres': 'Comedy|Crime'}, {'movieId': '6315', 'title': 'Wildcats (1986)', 'genres': 'Comedy'}, {'movieId': '6316', 'title': 'Wiz, The (1978)', 'genres': 'Adventure|Children|Comedy|Fantasy|Musical'}, {'movieId': '6319', 'title': 'My Father the Hero (Mon père, ce héros.) (1991)', 'genres': 'Comedy|Drama'}, {'movieId': '6320', 'title': 'Scenes from a Mall (1991)', 'genres': 'Comedy'}, {'movieId': '6322', 'title': 'Confidence (2003)', 'genres': 'Crime|Thriller'}, {'movieId': '6323', 'title': 'Identity (2003)', 'genres': 'Crime|Horror|Mystery|Thriller'}, {'movieId': '6324', 'title': 'It Runs in the Family (2003)', 'genres': 'Comedy|Drama'}, {'movieId': '6327', 'title': 'Decade Under the Influence, A (2003)', 'genres': 'Documentary'}, {'movieId': '6329', 'title': 'Manic (2001)', 'genres': 'Drama'}, {'movieId': '6330', 'title': 'People I Know (2002)', 'genres': 'Crime|Drama'}, {'movieId': '6331', 'title': 'Spellbound (2002)', 'genres': 'Documentary'}, {'movieId': '6332', 'title': 'Lizzie McGuire Movie, The (2003)', 'genres': 'Children|Comedy|Romance'}, {'movieId': '6333', 'title': 'X2: X-Men United (2003)', 'genres': 'Action|Adventure|Sci-Fi|Thriller'}, {'movieId': '6334', 'title': 'Blue Car (2002)', 'genres': 'Drama'}, {'movieId': '6335', 'title': 'Dancer Upstairs, The (2002)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6336', 'title': 'Marooned in Iraq (Gomgashtei dar Aragh) (2002)', 'genres': 'Drama'}, {'movieId': '6337', 'title': 'Owning Mahowny (2003)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6338', 'title': 'Daddy Day Care (2003)', 'genres': 'Children|Comedy'}, {'movieId': '6339', 'title': \"Man on the Train (Homme du train, L') (2002)\", 'genres': 'Comedy|Drama'}, {'movieId': '6341', 'title': 'Shape of Things, The (2003)', 'genres': 'Drama'}, {'movieId': '6342', 'title': 'Trip, The (2002)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6344', 'title': '101 Reykjavik (101 Reykjavík) (2000)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6345', 'title': 'Chorus Line, A (1985)', 'genres': 'Comedy|Drama|Musical'}, {'movieId': '6347', 'title': 'Beat Street (1984)', 'genres': 'Drama|Musical'}, {'movieId': '6348', 'title': \"Breakin' 2: Electric Boogaloo (1984)\", 'genres': 'Musical'}, {'movieId': '6349', 'title': \"Breakin' (1984)\", 'genres': 'Drama|Musical'}, {'movieId': '6350', 'title': 'Laputa: Castle in the Sky (Tenkû no shiro Rapyuta) (1986)', 'genres': 'Action|Adventure|Animation|Children|Fantasy|Sci-Fi'}, {'movieId': '6357', 'title': 'High Society (1956)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '6358', 'title': 'Kiss Me Kate (1953)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '6365', 'title': 'Matrix Reloaded, The (2003)', 'genres': 'Action|Adventure|Sci-Fi|Thriller|IMAX'}, {'movieId': '6367', 'title': 'Down with Love (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '6368', 'title': 'Cinemania (2002)', 'genres': 'Documentary'}, {'movieId': '6370', 'title': \"Spanish Apartment, The (L'auberge espagnole) (2002)\", 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6371', 'title': 'Pokémon Heroes (2003)', 'genres': 'Animation|Children'}, {'movieId': '6373', 'title': 'Bruce Almighty (2003)', 'genres': 'Comedy|Drama|Fantasy|Romance'}, {'movieId': '6374', 'title': 'In-Laws, The (2003)', 'genres': 'Comedy'}, {'movieId': '6375', 'title': 'Gigantic (A Tale of Two Johns) (2002)', 'genres': 'Documentary'}, {'movieId': '6376', 'title': 'Respiro (2002)', 'genres': 'Comedy|Drama'}, {'movieId': '6377', 'title': 'Finding Nemo (2003)', 'genres': 'Adventure|Animation|Children|Comedy'}, {'movieId': '6378', 'title': 'Italian Job, The (2003)', 'genres': 'Action|Crime'}, {'movieId': '6379', 'title': 'Wrong Turn (2003)', 'genres': 'Horror|Thriller'}, {'movieId': '6380', 'title': 'Capturing the Friedmans (2003)', 'genres': 'Documentary'}, {'movieId': '6382', 'title': 'Together (Han ni Zai Yiki) (2002)', 'genres': 'Drama'}, {'movieId': '6383', 'title': '2 Fast 2 Furious (Fast and the Furious 2, The) (2003)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '6385', 'title': 'Whale Rider (2002)', 'genres': 'Drama'}, {'movieId': '6386', 'title': 'Nevada Smith (1966)', 'genres': 'Western'}, {'movieId': '6387', 'title': 'Once a Thief (Zong heng si hai) (1991)', 'genres': 'Action|Comedy|Crime|Thriller'}, {'movieId': '6390', 'title': 'Silk Stockings (1957)', 'genres': 'Musical'}, {'movieId': '6395', 'title': 'Crazies, The (a.k.a. Code Name: Trixie) (1973)', 'genres': 'Action|Drama|Horror|Sci-Fi|Thriller'}, {'movieId': '6400', 'title': 'Murder on a Sunday Morning (Un coupable idéal) (2001)', 'genres': 'Documentary'}, {'movieId': '6402', 'title': 'Siam Sunset (1999)', 'genres': 'Comedy'}, {'movieId': '6405', 'title': 'Treasure Island (1950)', 'genres': 'Adventure|Children'}, {'movieId': '6407', 'title': \"Walk, Don't Run (1966)\", 'genres': 'Comedy|Romance'}, {'movieId': '6408', 'title': 'Animals are Beautiful People (1974)', 'genres': 'Comedy|Documentary'}, {'movieId': '6410', 'title': 'Car Wash (1976)', 'genres': 'Comedy'}, {'movieId': '6412', 'title': 'Destry Rides Again (1939)', 'genres': 'Comedy|Western'}, {'movieId': '6415', 'title': 'Intervista (1987)', 'genres': 'Comedy|Drama'}, {'movieId': '6417', 'title': 'Live Wire (1992)', 'genres': 'Action'}, {'movieId': '6422', 'title': 'Shenandoah (1965)', 'genres': 'Drama|War|Western'}, {'movieId': '6424', 'title': 'Oscar (1991)', 'genres': 'Comedy|Crime|Mystery|Romance'}, {'movieId': '6425', 'title': '6th Man, The (Sixth Man, The) (1997)', 'genres': 'Comedy'}, {'movieId': '6427', 'title': 'Railway Children, The (1970)', 'genres': 'Children|Drama'}, {'movieId': '6428', 'title': 'Two Mules for Sister Sara (1970)', 'genres': 'Comedy|War|Western'}, {'movieId': '6429', 'title': \"Winchester '73 (1950)\", 'genres': 'Western'}, {'movieId': '6433', 'title': 'Man with the Movie Camera, The (Chelovek s kino-apparatom) (1929)', 'genres': 'Documentary'}, {'movieId': '6434', 'title': 'Objective, Burma! (1945)', 'genres': 'War'}, {'movieId': '6436', 'title': \"This Boy's Life (1993)\", 'genres': 'Drama'}, {'movieId': '6440', 'title': 'Barton Fink (1991)', 'genres': 'Drama|Thriller'}, {'movieId': '6442', 'title': 'Belle époque (1992)', 'genres': 'Comedy|Romance'}, {'movieId': '6448', 'title': 'Flight of the Phoenix, The (1965)', 'genres': 'Action|Adventure|Drama'}, {'movieId': '6449', 'title': 'From the Terrace (1960)', 'genres': 'Drama'}, {'movieId': '6452', 'title': 'Long, Hot Summer, The (1958)', 'genres': 'Drama'}, {'movieId': '6453', 'title': 'Man of Aran (1934)', 'genres': 'Documentary'}, {'movieId': '6454', 'title': 'Music Box (1989)', 'genres': 'Drama'}, {'movieId': '6460', 'title': 'Trial, The (Procès, Le) (1962)', 'genres': 'Drama'}, {'movieId': '6461', 'title': 'Unforgiven, The (1960)', 'genres': 'Drama|Western'}, {'movieId': '6464', 'title': 'Good Burger (1997)', 'genres': 'Children|Comedy'}, {'movieId': '6465', 'title': 'Jubilee (1977)', 'genres': 'Drama'}, {'movieId': '6466', 'title': 'Mississippi Masala (1991)', 'genres': 'Drama|Romance'}, {'movieId': '6476', 'title': 'Shattered (1991)', 'genres': 'Mystery|Thriller'}, {'movieId': '6477', 'title': 'Song of Bernadette, The (1943)', 'genres': 'Drama'}, {'movieId': '6480', 'title': 'Thoroughly Modern Millie (1967)', 'genres': 'Comedy|Musical'}, {'movieId': '6482', 'title': 'Dumb and Dumberer: When Harry Met Lloyd (2003)', 'genres': 'Comedy'}, {'movieId': '6483', 'title': 'From Justin to Kelly (2003)', 'genres': 'Musical|Romance'}, {'movieId': '6484', 'title': 'Hollywood Homicide (2003)', 'genres': 'Action|Crime|Drama'}, {'movieId': '6493', 'title': 'Alex and Emma (2003)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6502', 'title': '28 Days Later (2002)', 'genres': 'Action|Horror|Sci-Fi'}, {'movieId': '6503', 'title': \"Charlie's Angels: Full Throttle (2003)\", 'genres': 'Action|Adventure|Comedy|Crime|Thriller'}, {'movieId': '6506', 'title': 'Fulltime Killer (Chuen jik sat sau) (2001)', 'genres': 'Action|Thriller'}, {'movieId': '6509', 'title': 'Ali: Fear Eats the Soul (Angst essen Seele auf) (1974)', 'genres': 'Drama|Romance'}, {'movieId': '6510', 'title': 'Bodies, Rest & Motion (1993)', 'genres': 'Drama|Romance'}, {'movieId': '6514', 'title': 'Ring of Terror (1962)', 'genres': 'Horror'}, {'movieId': '6515', 'title': 'You Only Live Once (1937)', 'genres': 'Crime|Film-Noir'}, {'movieId': '6516', 'title': 'Anastasia (1956)', 'genres': 'Drama'}, {'movieId': '6517', 'title': 'Babe, The (1992)', 'genres': 'Drama'}, {'movieId': '6523', 'title': 'Mr. Baseball (1992)', 'genres': 'Comedy|Romance'}, {'movieId': '6527', 'title': 'Scaramouche (1952)', 'genres': 'Adventure|Romance'}, {'movieId': '6528', 'title': 'Start the Revolution Without Me (1970)', 'genres': 'Comedy'}, {'movieId': '6530', 'title': 'Tenant, The (Locataire, Le) (1976)', 'genres': 'Drama|Horror|Mystery|Thriller'}, {'movieId': '6533', 'title': \"What's Up, Doc? (1972)\", 'genres': 'Comedy'}, {'movieId': '6534', 'title': 'Hulk (2003)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '6535', 'title': 'Legally Blonde 2: Red, White & Blonde (2003)', 'genres': 'Comedy'}, {'movieId': '6536', 'title': 'Sinbad: Legend of the Seven Seas (2003)', 'genres': 'Adventure|Animation|Children|Fantasy'}, {'movieId': '6537', 'title': 'Terminator 3: Rise of the Machines (2003)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '6538', 'title': 'Swimming Pool (2003)', 'genres': 'Drama|Mystery|Thriller'}, {'movieId': '6539', 'title': 'Pirates of the Caribbean: The Curse of the Black Pearl (2003)', 'genres': 'Action|Adventure|Comedy|Fantasy'}, {'movieId': '6541', 'title': 'League of Extraordinary Gentlemen, The (a.k.a. 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(1972)', 'genres': 'Comedy|Drama'}, {'movieId': '6574', 'title': 'Eve of Destruction (1991)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '6577', 'title': 'Kickboxer 2: The Road Back (1991)', 'genres': 'Action|Drama'}, {'movieId': '6578', 'title': 'Kiss Me, Stupid (1964)', 'genres': 'Comedy'}, {'movieId': '6579', 'title': 'One, Two, Three (1961)', 'genres': 'Comedy'}, {'movieId': '6581', 'title': 'Private Life of Sherlock Holmes, The (1970)', 'genres': 'Comedy|Drama|Mystery'}, {'movieId': '6582', 'title': 'Remo Williams: The Adventure Begins (1985)', 'genres': 'Action|Comedy|Crime|Thriller'}, {'movieId': '6583', 'title': 'Blood of Heroes, The (Salute of the Jugger, The) (1989)', 'genres': 'Action|Sci-Fi'}, {'movieId': '6584', 'title': \"What's Up, Tiger Lily? (1966)\", 'genres': 'Adventure|Comedy|Crime|Thriller'}, {'movieId': '6586', 'title': 'American Wedding (American Pie 3) (2003)', 'genres': 'Comedy'}, {'movieId': '6587', 'title': 'Gigli (2003)', 'genres': 'Comedy|Crime|Romance'}, {'movieId': '6588', 'title': 'And Now... Ladies and Gentlemen... (2002)', 'genres': 'Romance|Thriller'}, {'movieId': '6591', 'title': 'Magdalene Sisters, The (2002)', 'genres': 'Drama'}, {'movieId': '6592', 'title': 'Secret Lives of Dentists, The (2002)', 'genres': 'Drama'}, {'movieId': '6593', 'title': 'Freaky Friday (2003)', 'genres': 'Children|Comedy|Fantasy'}, {'movieId': '6595', 'title': 'S.W.A.T. (2003)', 'genres': 'Action|Thriller'}, {'movieId': '6596', 'title': 'Divorce, Le (2003)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6597', 'title': 'Princess Blade, The (Shura Yukihime) (2001)', 'genres': 'Action|Sci-Fi'}, {'movieId': '6598', 'title': 'Step Into Liquid (2002)', 'genres': 'Documentary'}, {'movieId': '6603', 'title': 'Double Life, A (1947)', 'genres': 'Crime|Drama|Film-Noir'}, {'movieId': '6604', 'title': 'Hawks and Sparrows (Uccellacci e Uccellini) (1966)', 'genres': 'Comedy'}, {'movieId': '6609', 'title': 'Gospel According to St. Matthew, The (Vangelo secondo Matteo, Il) (1964)', 'genres': 'Drama'}, {'movieId': '6611', 'title': 'Umberto D. (1952)', 'genres': 'Drama'}, {'movieId': '6612', 'title': \"Brother's Keeper (1992)\", 'genres': 'Documentary'}, {'movieId': '6614', 'title': 'I Love You to Death (1990)', 'genres': 'Comedy|Crime'}, {'movieId': '6615', 'title': 'Freddy vs. Jason (2003)', 'genres': 'Action|Horror|Thriller'}, {'movieId': '6616', 'title': 'Grind (2003)', 'genres': 'Action|Comedy'}, {'movieId': '6617', 'title': 'Open Range (2003)', 'genres': 'Western'}, {'movieId': '6618', 'title': 'Shaolin Soccer (Siu lam juk kau) (2001)', 'genres': 'Action|Comedy'}, {'movieId': '6619', 'title': 'Uptown Girls (2003)', 'genres': 'Comedy'}, {'movieId': '6620', 'title': 'American Splendor (2003)', 'genres': 'Comedy|Drama'}, {'movieId': '6624', 'title': 'Agent Cody Banks (2003)', 'genres': 'Action|Adventure|Children|Fantasy'}, {'movieId': '6625', 'title': 'Camp Nowhere (1994)', 'genres': 'Adventure|Children|Comedy'}, {'movieId': '6628', 'title': 'Hot Dog... 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(1985)', 'genres': 'Comedy'}, {'movieId': '6720', 'title': 'Kuffs (1992)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '6721', 'title': 'Once Upon a Time in China (Wong Fei Hung) (1991)', 'genres': 'Action|Adventure|Drama'}, {'movieId': '6722', 'title': 'Once Upon a Time in China II (Wong Fei-hung Ji Yi: Naam yi dong ji keung) (1992)', 'genres': 'Action|Romance'}, {'movieId': '6723', 'title': 'Once Upon a Time in China III (Wong Fei-hung tsi sam: Siwong tsangba) (1993)', 'genres': 'Action'}, {'movieId': '6724', 'title': 'Paper Moon (1973)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '6731', 'title': 'Day of the Dead (1985)', 'genres': 'Horror|Sci-Fi|Thriller'}, {'movieId': '6732', 'title': 'Hello, Dolly! (1969)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '6734', 'title': 'Memoirs of an Invisible Man (1992)', 'genres': 'Comedy|Romance|Sci-Fi|Thriller'}, {'movieId': '6744', 'title': 'Once Bitten (1985)', 'genres': 'Comedy|Horror'}, {'movieId': '6746', 'title': 'Squirm (1976)', 'genres': 'Horror|Romance'}, {'movieId': '6748', 'title': 'Brood, The (1979)', 'genres': 'Horror'}, {'movieId': '6750', 'title': 'Anything Else (2003)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6751', 'title': 'Cold Creek Manor (2003)', 'genres': 'Drama|Thriller'}, {'movieId': '6752', 'title': 'Fighting Temptations, The (2003)', 'genres': 'Drama'}, {'movieId': '6753', 'title': 'Secondhand Lions (2003)', 'genres': 'Children|Comedy|Drama'}, {'movieId': '6754', 'title': 'Underworld (2003)', 'genres': 'Action|Fantasy|Horror'}, {'movieId': '6755', 'title': 'Bubba Ho-tep (2002)', 'genres': 'Comedy|Horror'}, {'movieId': '6760', 'title': 'In This World (2002)', 'genres': 'Adventure|Drama'}, {'movieId': '6763', 'title': 'Duplex (2003)', 'genres': 'Comedy|Crime'}, {'movieId': '6764', 'title': 'Rundown, The (2003)', 'genres': 'Action|Adventure|Comedy'}, {'movieId': '6765', 'title': 'Under the Tuscan Sun (2003)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6768', 'title': 'Luther (2003)', 'genres': 'Drama'}, {'movieId': '6769', 'title': 'Mambo Italiano (2003)', 'genres': 'Comedy'}, {'movieId': '6770', 'title': 'My Life Without Me (2003)', 'genres': 'Drama|Romance'}, {'movieId': '6772', 'title': 'To Be and to Have (Être et avoir) (2002)', 'genres': 'Documentary'}, {'movieId': '6773', 'title': 'Triplets of Belleville, The (Les triplettes de Belleville) (2003)', 'genres': 'Animation|Comedy|Fantasy'}, {'movieId': '6774', 'title': 'Videodrome (1983)', 'genres': 'Fantasy|Horror|Sci-Fi|Thriller'}, {'movieId': '6775', 'title': 'Life and Debt (2001)', 'genres': 'Documentary'}, {'movieId': '6776', 'title': 'Lagaan: Once Upon a Time in India (2001)', 'genres': 'Comedy|Drama|Musical|Romance'}, {'movieId': '6777', 'title': 'Judgment at Nuremberg (1961)', 'genres': 'Drama'}, {'movieId': '6780', 'title': 'Brief History of Time, A (1991)', 'genres': 'Documentary'}, {'movieId': '6782', 'title': 'Leningrad Cowboys Go America (1989)', 'genres': 'Comedy|Musical'}, {'movieId': '6783', 'title': 'Rules of the Game, The (La règle du jeu) (1939)', 'genres': 'Comedy|Drama'}, {'movieId': '6785', 'title': 'Seven Brides for Seven Brothers (1954)', 'genres': 'Comedy|Musical|Romance|Western'}, {'movieId': '6786', 'title': 'Kiss of the Spider Woman (1985)', 'genres': 'Drama'}, {'movieId': '6787', 'title': \"All the President's Men (1976)\", 'genres': 'Drama|Thriller'}, {'movieId': '6788', 'title': 'Angie (1994)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6789', 'title': \"Apartment, The (Appartement, L') (1996)\", 'genres': 'Drama|Mystery|Romance'}, {'movieId': '6790', 'title': 'Avalon (2001)', 'genres': 'Drama|Fantasy|Sci-Fi'}, {'movieId': '6791', 'title': \"Babette's Feast (Babettes gæstebud) (1987)\", 'genres': 'Drama'}, {'movieId': '6793', 'title': 'Beethoven (1992)', 'genres': 'Children|Comedy|Drama'}, {'movieId': '6794', 'title': \"Beethoven's 2nd (1993)\", 'genres': 'Children|Comedy'}, {'movieId': '6796', 'title': 'Boyz N the Hood (1991)', 'genres': 'Crime|Drama'}, {'movieId': '6797', 'title': 'Bugsy (1991)', 'genres': 'Crime|Drama'}, {'movieId': '6798', 'title': 'Bugsy Malone (1976)', 'genres': 'Children|Comedy|Crime|Musical'}, {'movieId': '6800', 'title': 'Cobra (1986)', 'genres': 'Action|Crime'}, {'movieId': '6803', 'title': 'Phenomena (a.k.a. Creepers) (1985)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '6804', 'title': 'Crimewave (1985)', 'genres': 'Comedy|Crime'}, {'movieId': '6807', 'title': \"Monty Python's The Meaning of Life (1983)\", 'genres': 'Comedy'}, {'movieId': '6808', 'title': 'Where Eagles Dare (1968)', 'genres': 'Action|Adventure|War'}, {'movieId': '6809', 'title': 'Tightrope (1984)', 'genres': 'Thriller'}, {'movieId': '6810', 'title': 'Sleeping with the Enemy (1991)', 'genres': 'Drama|Thriller'}, {'movieId': '6811', 'title': 'PCU (1994)', 'genres': 'Comedy'}, {'movieId': '6812', 'title': 'Rookie, The (1990)', 'genres': 'Action|Comedy|Thriller'}, {'movieId': '6814', 'title': 'City Heat (1984)', 'genres': 'Action|Comedy'}, {'movieId': '6816', 'title': \"Three O'Clock High (1987)\", 'genres': 'Comedy'}, {'movieId': '6817', 'title': 'White Hunter, Black Heart (1990)', 'genres': 'Adventure|Drama'}, {'movieId': '6818', 'title': 'Come and See (Idi i smotri) (1985)', 'genres': 'Drama|War'}, {'movieId': '6820', 'title': 'Ginger Snaps (2000)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '6821', 'title': 'More American Graffiti (1979)', 'genres': 'Comedy'}, {'movieId': '6827', 'title': \"It's Pat (1994)\", 'genres': 'Comedy'}, {'movieId': '6832', 'title': 'Regarding Henry (1991)', 'genres': 'Drama'}, {'movieId': '6835', 'title': 'Alien Contamination (1980)', 'genres': 'Action|Horror|Sci-Fi'}, {'movieId': '6836', 'title': 'Amazing Transparent Man, The (1960)', 'genres': 'Sci-Fi'}, {'movieId': '6837', 'title': 'Love Affair (1939)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6849', 'title': 'Scrooge (1970)', 'genres': 'Drama|Fantasy|Musical'}, {'movieId': '6850', 'title': 'Leap of Faith (1992)', 'genres': 'Comedy|Drama'}, {'movieId': '6851', 'title': 'Gas, Food, Lodging (1992)', 'genres': 'Drama|Romance'}, {'movieId': '6852', 'title': 'In Cold Blood (1967)', 'genres': 'Crime|Drama'}, {'movieId': '6853', 'title': 'Campus Man (1987)', 'genres': 'Comedy'}, {'movieId': '6856', 'title': 'Yankee Doodle Dandy (1942)', 'genres': 'Drama|Musical'}, {'movieId': '6857', 'title': 'Ninja Scroll (Jûbei ninpûchô) (1995)', 'genres': 'Action|Adventure|Animation|Fantasy'}, {'movieId': '6858', 'title': 'Knife in the Water (Nóz w wodzie) (1962)', 'genres': 'Drama'}, {'movieId': '6860', 'title': 'Mobsters (1991)', 'genres': 'Crime|Drama'}, {'movieId': '6862', 'title': 'Out of Time (2003)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6863', 'title': 'School of Rock (2003)', 'genres': 'Comedy|Musical'}, {'movieId': '6867', 'title': 'Station Agent, The (2003)', 'genres': 'Comedy|Drama'}, {'movieId': '6868', 'title': 'Wonderland (2003)', 'genres': 'Crime|Drama|Mystery|Thriller'}, {'movieId': '6869', 'title': 'Bus 174 (Ônibus 174) (2002)', 'genres': 'Crime|Documentary'}, {'movieId': '6870', 'title': 'Mystic River (2003)', 'genres': 'Crime|Drama|Mystery'}, {'movieId': '6872', 'title': 'House of the Dead, The (2003)', 'genres': 'Action|Horror'}, {'movieId': '6873', 'title': 'Intolerable Cruelty (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '6874', 'title': 'Kill Bill: Vol. 1 (2003)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '6879', 'title': 'Runaway Jury (2003)', 'genres': 'Drama|Thriller'}, {'movieId': '6880', 'title': 'Texas Chainsaw Massacre, The (2003)', 'genres': 'Horror'}, {'movieId': '6881', 'title': 'Pieces of April (2003)', 'genres': 'Comedy|Drama'}, {'movieId': '6882', 'title': 'Returner (Ritaanaa) (2002)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '6883', 'title': 'Sylvia (2003)', 'genres': 'Drama|Romance'}, {'movieId': '6884', 'title': 'Veronica Guerin (2003)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6885', 'title': 'In the Cut (2003)', 'genres': 'Crime|Drama|Mystery|Romance|Thriller'}, {'movieId': '6886', 'title': 'Beyond Borders (2003)', 'genres': 'Drama|Romance|War'}, {'movieId': '6887', 'title': 'Radio (2003)', 'genres': 'Drama'}, {'movieId': '6888', 'title': 'Scary Movie 3 (2003)', 'genres': 'Comedy|Horror'}, {'movieId': '6889', 'title': 'Brother Bear (2003)', 'genres': 'Adventure|Animation|Children'}, {'movieId': '6890', 'title': 'Elephant (2003)', 'genres': 'Drama'}, {'movieId': '6893', 'title': 'Italian Job, The (1969)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '6898', 'title': 'Sweet Sixteen (2002)', 'genres': 'Drama'}, {'movieId': '6899', 'title': 'Alien from L.A. 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(2002)\", 'genres': 'Documentary'}, {'movieId': '6965', 'title': 'Journeys with George (2002)', 'genres': 'Documentary'}, {'movieId': '6966', 'title': 'Darkman (1990)', 'genres': 'Action|Crime|Fantasy|Sci-Fi|Thriller'}, {'movieId': '6967', 'title': 'Dead of Night (1945)', 'genres': 'Horror|Mystery'}, {'movieId': '6969', 'title': 'Dernier Combat, Le (Last Battle, The) (1983)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '6970', 'title': 'Desk Set (1957)', 'genres': 'Comedy|Romance'}, {'movieId': '6971', 'title': 'Europa (Zentropa) (1991)', 'genres': 'Drama|Thriller'}, {'movieId': '6973', 'title': 'Final Analysis (1992)', 'genres': 'Drama|Romance|Thriller'}, {'movieId': '6974', 'title': 'Freshman, The (1990)', 'genres': 'Comedy|Crime'}, {'movieId': '6975', 'title': 'Funny Games (1997)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '6978', 'title': 'Slacker (1991)', 'genres': 'Comedy|Drama'}, {'movieId': '6979', 'title': 'WarGames (1983)', 'genres': 'Drama|Sci-Fi|Thriller'}, {'movieId': '6981', 'title': 'Ordet (Word, The) (1955)', 'genres': 'Drama'}, {'movieId': '6982', 'title': 'Forbidden Games (Jeux interdits) (1952)', 'genres': 'Drama|War'}, {'movieId': '6983', 'title': 'Jane Eyre (1944)', 'genres': 'Drama|Romance'}, {'movieId': '6984', 'title': 'Tale of Two Cities, A (1935)', 'genres': 'Drama'}, {'movieId': '6985', 'title': \"Passion of Joan of Arc, The (Passion de Jeanne d'Arc, La) (1928)\", 'genres': 'Drama'}, {'movieId': '6986', 'title': 'Ben-Hur: A Tale of the Christ (1925)', 'genres': 'Adventure|Drama|Romance'}, {'movieId': '6987', 'title': 'Cabinet of Dr. Caligari, The (Cabinet des Dr. Caligari., Das) (1920)', 'genres': 'Crime|Fantasy|Horror'}, {'movieId': '6989', 'title': 'Gorky Park (1983)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '6990', 'title': 'The Great Train Robbery (1978)', 'genres': 'Action|Adventure|Comedy|Crime|Drama'}, {'movieId': '6992', 'title': 'Guarding Tess (1994)', 'genres': 'Comedy|Drama'}, {'movieId': '6993', 'title': 'Hannah and Her Sisters (1986)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '6994', 'title': 'Hard Way, The (1991)', 'genres': 'Action|Comedy'}, {'movieId': '6996', 'title': 'Highlander II: The Quickening (1991)', 'genres': 'Action|Sci-Fi'}, {'movieId': '6997', 'title': 'Hoffa (1992)', 'genres': 'Crime|Drama'}, {'movieId': '6998', 'title': 'House of Cards (1993)', 'genres': 'Drama'}, {'movieId': '6999', 'title': 'Housesitter (1992)', 'genres': 'Comedy|Romance'}, {'movieId': '7000', 'title': 'Hudson Hawk (1991)', 'genres': 'Action|Adventure|Comedy'}, {'movieId': '7001', 'title': 'Invasion of the Body Snatchers (1978)', 'genres': 'Horror|Mystery|Sci-Fi|Thriller'}, {'movieId': '7004', 'title': 'Kindergarten Cop (1990)', 'genres': 'Action|Comedy|Crime|Thriller'}, {'movieId': '7005', 'title': 'King Ralph (1991)', 'genres': 'Comedy'}, {'movieId': '7007', 'title': 'Last Boy Scout, The (1991)', 'genres': 'Action|Comedy|Crime|Drama|Thriller'}, {'movieId': '7008', 'title': 'Last Tango in Paris (Ultimo tango a Parigi) (1972)', 'genres': 'Drama|Romance'}, {'movieId': '7009', 'title': \"Lorenzo's Oil (1992)\", 'genres': 'Drama'}, {'movieId': '7010', 'title': \"Lover, The (Amant, L') (1992)\", 'genres': 'Drama|Romance'}, {'movieId': '7012', 'title': 'Mr. Destiny (1990)', 'genres': 'Comedy|Fantasy'}, {'movieId': '7013', 'title': 'Night of the Hunter, The (1955)', 'genres': 'Drama|Film-Noir|Thriller'}, {'movieId': '7015', 'title': 'Only the Lonely (1991)', 'genres': 'Comedy|Romance'}, {'movieId': '7016', 'title': 'Over the Top (1987)', 'genres': 'Action|Drama'}, {'movieId': '7017', 'title': 'Passenger 57 (1992)', 'genres': 'Action|Thriller'}, {'movieId': '7018', 'title': 'Presumed Innocent (1990)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '7019', 'title': 'Project X (1987)', 'genres': 'Comedy|Drama'}, {'movieId': '7020', 'title': 'Proof (1991)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7022', 'title': 'Battle Royale (Batoru rowaiaru) (2000)', 'genres': 'Action|Drama|Horror|Thriller'}, {'movieId': '7023', 'title': 'Wedding Banquet, The (Xi yan) (1993)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7024', 'title': 'Salo, or The 120 Days of Sodom (Salò o le 120 giornate di Sodoma) (1976)', 'genres': 'Drama'}, {'movieId': '7025', 'title': 'Midnight Clear, A (1992)', 'genres': 'Drama|War'}, {'movieId': '7026', 'title': 'Summer School (1987)', 'genres': 'Comedy'}, {'movieId': '7027', 'title': 'Silverado (1985)', 'genres': 'Action|Western'}, {'movieId': '7028', 'title': 'Quick Change (1990)', 'genres': 'Comedy|Crime'}, {'movieId': '7030', 'title': 'Radio Flyer (1992)', 'genres': 'Drama'}, {'movieId': '7031', 'title': 'Real McCoy, The (1993)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '7032', 'title': 'Revenge (1990)', 'genres': 'Drama|Romance|Thriller'}, {'movieId': '7033', 'title': 'Secret of My Succe$s, The (a.k.a. The Secret of My Success) (1987)', 'genres': 'Comedy|Romance'}, {'movieId': '7034', 'title': 'Show Me Love (Fucking Åmål) (1998)', 'genres': 'Drama|Romance'}, {'movieId': '7036', 'title': 'Teen Wolf (1985)', 'genres': 'Comedy|Fantasy'}, {'movieId': '7037', 'title': 'High Heels (Tacones lejanos) (1991)', 'genres': 'Comedy|Drama'}, {'movieId': '7038', 'title': 'Things You Can Tell Just by Looking at Her (2000)', 'genres': 'Drama|Romance'}, {'movieId': '7040', 'title': 'To Live and Die in L.A. (1985)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '7041', 'title': 'Trapped in Paradise (1994)', 'genres': 'Comedy|Crime'}, {'movieId': '7044', 'title': 'Wild at Heart (1990)', 'genres': 'Crime|Drama|Mystery|Romance|Thriller'}, {'movieId': '7045', 'title': 'Witches, The (1990)', 'genres': 'Children|Fantasy'}, {'movieId': '7046', 'title': 'Witches of Eastwick, The (1987)', 'genres': 'Comedy|Fantasy|Horror|Thriller'}, {'movieId': '7047', 'title': 'Year of the Dragon (1985)', 'genres': 'Action|Crime|Drama'}, {'movieId': '7048', 'title': 'Nothing to Lose (1997)', 'genres': 'Action|Adventure|Comedy|Crime'}, {'movieId': '7049', 'title': 'Flying Down to Rio (1933)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '7050', 'title': 'Follow the Fleet (1936)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '7051', 'title': \"What's New, Pussycat (1965)\", 'genres': 'Comedy'}, {'movieId': '7052', 'title': 'Mary of Scotland (1936)', 'genres': 'Drama'}, {'movieId': '7053', 'title': 'Roberta (1935)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '7054', 'title': 'Little Women (1949)', 'genres': 'Drama'}, {'movieId': '7055', 'title': 'Swing Time (1936)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '7056', 'title': 'Public Enemy, The (1931)', 'genres': 'Action|Crime|Drama'}, {'movieId': '7057', 'title': \"Midsummer Night's Dream, A (1935)\", 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '7058', 'title': 'Life with Father (1947)', 'genres': 'Comedy'}, {'movieId': '7059', 'title': 'National Velvet (1944)', 'genres': 'Children|Drama'}, {'movieId': '7060', 'title': 'Jesus Christ Superstar (1973)', 'genres': 'Drama|Musical'}, {'movieId': '7061', 'title': 'Dark Victory (1939)', 'genres': 'Drama|Romance'}, {'movieId': '7062', 'title': 'Birdman of Alcatraz (1962)', 'genres': 'Drama'}, {'movieId': '7063', 'title': 'Aguirre: The Wrath of God (Aguirre, der Zorn Gottes) (1972)', 'genres': 'Adventure|Drama'}, {'movieId': '7064', 'title': 'Beauty and the Beast (La belle et la bête) (1946)', 'genres': 'Drama|Fantasy'}, {'movieId': '7065', 'title': 'Birth of a Nation, The (1915)', 'genres': 'Drama|War'}, {'movieId': '7067', 'title': 'Juliet of the Spirits (Giulietta degli spiriti) (1965)', 'genres': 'Comedy|Drama|Fantasy|Romance'}, {'movieId': '7069', 'title': 'Macbeth (a.k.a. Tragedy of Macbeth, The) (1971)', 'genres': 'Drama'}, {'movieId': '7070', 'title': 'Red River (1948)', 'genres': 'Action|Adventure|Western'}, {'movieId': '7071', 'title': 'Woman Under the Influence, A (1974)', 'genres': 'Drama'}, {'movieId': '7072', 'title': 'Stagecoach (1939)', 'genres': 'Action|Drama|Romance|Western'}, {'movieId': '7073', 'title': 'Shot in the Dark, A (1964)', 'genres': 'Comedy|Crime|Mystery'}, {'movieId': '7074', 'title': 'Navigator, The (1924)', 'genres': 'Comedy'}, {'movieId': '7075', 'title': 'Court Jester, The (1956)', 'genres': 'Adventure|Comedy|Musical'}, {'movieId': '7076', 'title': 'Bullitt (1968)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '7078', 'title': 'Jezebel (1938)', 'genres': 'Drama'}, {'movieId': '7079', 'title': 'Hunchback of Notre Dame, The (1939)', 'genres': 'Drama'}, {'movieId': '7080', 'title': '42nd Street (1933)', 'genres': 'Drama|Musical|Romance'}, {'movieId': '7082', 'title': 'That Touch of Mink (1962)', 'genres': 'Comedy|Romance'}, {'movieId': '7083', 'title': 'Sweet Dreams (1985)', 'genres': 'Drama'}, {'movieId': '7084', 'title': 'Play It Again, Sam (1972)', 'genres': 'Comedy|Romance'}, {'movieId': '7085', 'title': 'Send Me No Flowers (1964)', 'genres': 'Comedy|Romance'}, {'movieId': '7086', 'title': 'Pygmalion (1938)', 'genres': 'Comedy|Drama'}, {'movieId': '7087', 'title': 'Passage to India, A (1984)', 'genres': 'Adventure|Drama'}, {'movieId': '7088', 'title': 'Black Orpheus (Orfeu Negro) (1959)', 'genres': 'Drama|Romance'}, {'movieId': '7089', 'title': 'Amarcord (1973)', 'genres': 'Comedy|Drama'}, {'movieId': '7090', 'title': 'Hero (Ying xiong) (2002)', 'genres': 'Action|Adventure|Drama'}, {'movieId': '7091', 'title': 'Horse Feathers (1932)', 'genres': 'Comedy'}, {'movieId': '7092', 'title': 'Anna Karenina (1935)', 'genres': 'Drama|Romance'}, {'movieId': '7093', 'title': 'Front Page, The (1974)', 'genres': 'Comedy'}, {'movieId': '7096', 'title': 'Rivers and Tides (2001)', 'genres': 'Documentary'}, {'movieId': '7099', 'title': 'Nausicaä of the Valley of the Wind (Kaze no tani no Naushika) (1984)', 'genres': 'Adventure|Animation|Drama|Fantasy|Sci-Fi'}, {'movieId': '7101', 'title': 'Doc Hollywood (1991)', 'genres': 'Comedy|Romance'}, {'movieId': '7102', 'title': 'Dragnet (1987)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '7103', 'title': 'Madhouse (1990)', 'genres': 'Comedy'}, {'movieId': '7104', 'title': '1941 (1979)', 'genres': 'Comedy|War'}, {'movieId': '7107', 'title': 'Foul Play (1978)', 'genres': 'Comedy|Thriller'}, {'movieId': '7108', 'title': 'Crime Story (Zhong an zu) (1993)', 'genres': 'Action|Crime|Drama'}, {'movieId': '7109', 'title': 'Beyond the Clouds (Al di là delle nuvole) (1996)', 'genres': 'Drama|Romance'}, {'movieId': '7114', 'title': 'Collector, The (1965)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '7115', 'title': 'Deep Red (Profondo rosso) (1975)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '7116', 'title': 'Diabolique (Les diaboliques) (1955)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '7117', 'title': 'Leprechaun (1993)', 'genres': 'Comedy|Horror'}, {'movieId': '7118', 'title': 'Wings of Honneamise (Ôritsu uchûgun Oneamisu no tsubasa) (1987)', 'genres': 'Animation|Drama|Sci-Fi|War'}, {'movieId': '7121', 'title': \"Adam's Rib (1949)\", 'genres': 'Comedy|Romance'}, {'movieId': '7122', 'title': 'King of Hearts (1966)', 'genres': 'Comedy|Drama|War'}, {'movieId': '7123', 'title': 'Naked Lunch (1991)', 'genres': 'Drama|Fantasy|Mystery|Sci-Fi'}, {'movieId': '7124', 'title': 'Grass (1999)', 'genres': 'Documentary'}, {'movieId': '7125', 'title': 'Spring Forward (1999)', 'genres': 'Drama'}, {'movieId': '7127', 'title': 'Run (1991)', 'genres': 'Action|Drama|Thriller'}, {'movieId': '7131', 'title': 'Summer Place, A (1959)', 'genres': 'Drama'}, {'movieId': '7132', 'title': 'Night at the Opera, A (1935)', 'genres': 'Comedy|Musical|Romance'}, {'movieId': '7134', 'title': 'Element of Crime, The (Forbrydelsens Element) (1984)', 'genres': 'Drama|Thriller'}, {'movieId': '7137', 'title': 'Cooler, The (2003)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7139', 'title': 'In America (2002)', 'genres': 'Drama|Romance'}, {'movieId': '7141', 'title': 'My Flesh and Blood (2003)', 'genres': 'Documentary'}, {'movieId': '7142', 'title': 'Honey (2003)', 'genres': 'Drama|Romance'}, {'movieId': '7143', 'title': 'Last Samurai, The (2003)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '7147', 'title': 'Big Fish (2003)', 'genres': 'Drama|Fantasy|Romance'}, {'movieId': '7149', 'title': \"Something's Gotta Give (2003)\", 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7150', 'title': 'Stuck on You (2003)', 'genres': 'Comedy'}, {'movieId': '7151', 'title': 'Girl with a Pearl Earring (2003)', 'genres': 'Drama|Romance'}, {'movieId': '7153', 'title': 'Lord of the Rings: The Return of the King, The (2003)', 'genres': 'Action|Adventure|Drama|Fantasy'}, {'movieId': '7154', 'title': 'Mona Lisa Smile (2003)', 'genres': 'Drama|Romance'}, {'movieId': '7155', 'title': 'Calendar Girls (2003)', 'genres': 'Comedy'}, {'movieId': '7156', 'title': 'Fog of War: Eleven Lessons from the Life of Robert S. McNamara, The (2003)', 'genres': 'Documentary|War'}, {'movieId': '7158', 'title': 'House of Sand and Fog (2003)', 'genres': 'Drama'}, {'movieId': '7160', 'title': 'Monster (2003)', 'genres': 'Crime|Drama'}, {'movieId': '7161', 'title': 'Cheaper by the Dozen (2003)', 'genres': 'Children|Comedy'}, {'movieId': '7162', 'title': 'Cold Mountain (2003)', 'genres': 'Drama|Romance|War'}, {'movieId': '7163', 'title': 'Paycheck (2003)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '7164', 'title': 'Peter Pan (2003)', 'genres': 'Action|Adventure|Children|Fantasy'}, {'movieId': '7165', 'title': 'Company, The (2003)', 'genres': 'Drama|Musical'}, {'movieId': '7167', 'title': 'Japanese Story (2003)', 'genres': 'Drama'}, {'movieId': '7169', 'title': 'Chasing Liberty (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '7171', 'title': 'Aileen: Life and Death of a Serial Killer (2003)', 'genres': 'Documentary'}, {'movieId': '7173', 'title': 'Along Came Polly (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '7175', 'title': 'Torque (2004)', 'genres': 'Action|Crime'}, {'movieId': '7176', 'title': 'Crimson Gold (Talaye sorgh) (2003)', 'genres': 'Drama'}, {'movieId': '7177', 'title': 'Osama (2003)', 'genres': 'Drama'}, {'movieId': '7178', 'title': 'Great Gatsby, The (1974)', 'genres': 'Drama'}, {'movieId': '7179', 'title': 'Wuthering Heights (1992)', 'genres': 'Drama|Romance'}, {'movieId': '7181', 'title': 'Ship of Fools (1965)', 'genres': 'Drama'}, {'movieId': '7184', 'title': 'This Property is Condemned (1966)', 'genres': 'Drama|Romance'}, {'movieId': '7190', 'title': 'Jane Eyre (1970)', 'genres': 'Drama'}, {'movieId': '7191', 'title': 'Blame It on the Bellboy (1992)', 'genres': 'Comedy'}, {'movieId': '7192', 'title': 'Only the Strong (1993)', 'genres': 'Action'}, {'movieId': '7193', 'title': 'Adventures of Ford Fairlane, The (1990)', 'genres': 'Action|Comedy'}, {'movieId': '7202', 'title': 'Beyond Re-Animator (2003)', 'genres': 'Horror'}, {'movieId': '7205', 'title': 'Wind and the Lion, The (1975)', 'genres': 'Adventure'}, {'movieId': '7206', 'title': 'Mon Oncle (My Uncle) (1958)', 'genres': 'Comedy'}, {'movieId': '7208', 'title': 'Dr. Jekyll and Mr. Hyde (1941)', 'genres': 'Drama|Horror'}, {'movieId': '7209', 'title': \"M. Hulot’s Holiday (Mr. Hulot's Holiday) (Vacances de Monsieur Hulot, Les) (1953)\", 'genres': 'Comedy'}, {'movieId': '7211', 'title': 'People Will Talk (1951)', 'genres': 'Comedy|Romance'}, {'movieId': '7212', 'title': 'I Was a Male War Bride (1949)', 'genres': 'Comedy|Romance'}, {'movieId': '7215', 'title': 'To Have and Have Not (1944)', 'genres': 'Adventure|Drama|Romance|Thriller|War'}, {'movieId': '7216', 'title': 'High Sierra (1941)', 'genres': 'Crime|Drama|Film-Noir|Thriller'}, {'movieId': '7217', 'title': 'Dark Passage (1947)', 'genres': 'Crime|Drama|Film-Noir|Romance|Thriller'}, {'movieId': '7218', 'title': 'Ox-Bow Incident, The (1943)', 'genres': 'Drama|Western'}, {'movieId': '7219', 'title': 'They Drive by Night (1940)', 'genres': 'Drama'}, {'movieId': '7222', 'title': 'Reefer Madness (a.k.a. Tell Your Children) (1938)', 'genres': 'Comedy|Drama'}, {'movieId': '7223', 'title': 'D.O.A. (1950)', 'genres': 'Drama|Film-Noir|Mystery'}, {'movieId': '7225', 'title': 'Pumping Iron (1977)', 'genres': 'Documentary'}, {'movieId': '7228', 'title': 'Cool World (1992)', 'genres': 'Animation|Comedy|Fantasy'}, {'movieId': '7234', 'title': 'Strada, La (1954)', 'genres': 'Drama'}, {'movieId': '7235', 'title': 'Ichi the Killer (Koroshiya 1) (2001)', 'genres': 'Action|Comedy|Crime|Drama|Horror|Thriller'}, {'movieId': '7236', 'title': 'Boy and His Dog, A (1975)', 'genres': 'Sci-Fi'}, {'movieId': '7238', 'title': 'Ashes and Diamonds (Popiól i diament) (1958)', 'genres': 'Drama|War'}, {'movieId': '7243', 'title': \"Intolerance: Love's Struggle Throughout the Ages (1916)\", 'genres': 'Drama'}, {'movieId': '7245', 'title': 'Tormented (1960)', 'genres': 'Horror|Thriller'}, {'movieId': '7247', 'title': 'Chitty Chitty Bang Bang (1968)', 'genres': 'Adventure|Children|Comedy|Fantasy|Musical'}, {'movieId': '7248', 'title': 'Suriyothai (a.k.a. Legend of Suriyothai, The) (2001)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '7251', 'title': 'Where the Day Takes You (1992)', 'genres': 'Drama'}, {'movieId': '7254', 'title': 'The Butterfly Effect (2004)', 'genres': 'Drama|Sci-Fi|Thriller'}, {'movieId': '7255', 'title': 'Win a Date with Tad Hamilton! (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '7256', 'title': 'Touching the Void (2003)', 'genres': 'Adventure|Documentary'}, {'movieId': '7257', 'title': 'Big Bounce, The (2004)', 'genres': 'Comedy|Crime|Thriller'}, {'movieId': '7258', 'title': 'Perfect Score, The (2004)', 'genres': 'Comedy|Crime'}, {'movieId': '7259', 'title': 'You Got Served (2004)', 'genres': 'Drama|Musical'}, {'movieId': '7260', 'title': 'Latter Days (2003)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7261', 'title': 'Barbershop 2: Back in Business (2004)', 'genres': 'Comedy'}, {'movieId': '7262', 'title': 'Catch That Kid (2004)', 'genres': 'Action|Adventure|Children|Comedy|Crime'}, {'movieId': '7263', 'title': 'Miracle (2004)', 'genres': 'Drama'}, {'movieId': '7264', 'title': 'An Amazing Couple (2002)', 'genres': 'Comedy|Romance'}, {'movieId': '7265', 'title': 'Dreamers, The (2003)', 'genres': 'Drama'}, {'movieId': '7266', 'title': 'Lost Skeleton of Cadavra, The (2002)', 'genres': 'Comedy|Horror|Sci-Fi'}, {'movieId': '7282', 'title': 'Hip Hop Witch, Da (2000)', 'genres': 'Comedy|Horror|Thriller'}, {'movieId': '7285', 'title': 'Thirteen (2003)', 'genres': 'Drama'}, {'movieId': '7292', 'title': 'Best Defense (1984)', 'genres': 'Comedy|War'}, {'movieId': '7293', 'title': '50 First Dates (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '7294', 'title': 'Welcome to Mooseport (2004)', 'genres': 'Comedy'}, {'movieId': '7297', 'title': 'Kitchen Stories (Salmer fra kjøkkenet) (2003)', 'genres': 'Comedy|Drama'}, {'movieId': '7299', 'title': 'Monsieur Ibrahim (Monsieur Ibrahim et les fleurs du Coran) (2003)', 'genres': 'Drama'}, {'movieId': '7301', 'title': \"Diary of a Country Priest (Journal d'un curé de campagne) (1951)\", 'genres': 'Drama'}, {'movieId': '7302', 'title': 'Thief of Bagdad, The (1924)', 'genres': 'Action|Adventure|Fantasy'}, {'movieId': '7303', 'title': 'The Diary of Anne Frank (1959)', 'genres': 'Drama|War'}, {'movieId': '7304', 'title': 'Allegro non troppo (1977)', 'genres': 'Animation|Comedy|Fantasy|Musical'}, {'movieId': '7305', 'title': 'Black Widow (1987)', 'genres': 'Crime|Drama|Mystery|Thriller'}, {'movieId': '7306', 'title': \"Herod's Law (Ley de Herodes, La) (2000)\", 'genres': 'Comedy|Crime|Mystery'}, {'movieId': '7307', 'title': 'Flesh & Blood (1985)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '7308', 'title': \"King Solomon's Mines (1985)\", 'genres': 'Adventure|Comedy'}, {'movieId': '7310', 'title': 'Raw Deal (1986)', 'genres': 'Action'}, {'movieId': '7311', 'title': 'Goodbye, Mr. Chips (1939)', 'genres': 'Drama|Romance'}, {'movieId': '7312', 'title': 'Follow Me, Boys! (1966)', 'genres': 'Comedy|Drama'}, {'movieId': '7315', 'title': 'Against the Ropes (2004)', 'genres': 'Comedy|Drama'}, {'movieId': '7316', 'title': 'Confessions of a Teenage Drama Queen (2004)', 'genres': 'Comedy'}, {'movieId': '7317', 'title': 'EuroTrip (2004)', 'genres': 'Adventure|Comedy'}, {'movieId': '7318', 'title': 'Passion of the Christ, The (2004)', 'genres': 'Drama'}, {'movieId': '7319', 'title': 'Club Dread (2004)', 'genres': 'Comedy|Horror'}, {'movieId': '7320', 'title': 'Dirty Dancing: Havana Nights (2004)', 'genres': 'Romance'}, {'movieId': '7321', 'title': 'Twisted (2004)', 'genres': 'Thriller'}, {'movieId': '7323', 'title': 'Good bye, Lenin! (2003)', 'genres': 'Comedy|Drama'}, {'movieId': '7324', 'title': 'Hidalgo (2004)', 'genres': 'Adventure|Drama'}, {'movieId': '7325', 'title': 'Starsky & Hutch (2004)', 'genres': 'Action|Comedy|Crime|Thriller'}, {'movieId': '7326', 'title': 'Reckoning, The (2004)', 'genres': 'Crime|Drama'}, {'movieId': '7327', 'title': 'Persona (1966)', 'genres': 'Drama'}, {'movieId': '7328', 'title': 'Passion of Anna, The (Passion, En) (1969)', 'genres': 'Drama'}, {'movieId': '7333', 'title': 'Corbeau, Le (Raven, The) (1943)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '7335', 'title': 'Pickup on South Street (1953)', 'genres': 'Film-Noir'}, {'movieId': '7336', 'title': 'Damned, The (La Caduta degli dei) (1969)', 'genres': 'Drama|War'}, {'movieId': '7340', 'title': 'Just One of the Guys (1985)', 'genres': 'Comedy'}, {'movieId': '7344', 'title': 'Wrong Arm of the Law, The (1963)', 'genres': 'Comedy|Crime'}, {'movieId': '7345', 'title': 'Agent Cody Banks 2: Destination London (2004)', 'genres': 'Action|Adventure|Children|Comedy'}, {'movieId': '7346', 'title': 'Girl Next Door, The (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '7347', 'title': 'Secret Window (2004)', 'genres': 'Mystery|Thriller'}, {'movieId': '7348', 'title': 'Spartan (2004)', 'genres': 'Thriller'}, {'movieId': '7349', 'title': 'Broken Wings (Knafayim Shvurot) (2002)', 'genres': 'Drama'}, {'movieId': '7352', 'title': 'Wilbur Wants to Kill Himself (2002)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7354', 'title': 'Mad Dog and Glory (1993)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7357', 'title': 'Peyton Place (1957)', 'genres': 'Drama|Romance'}, {'movieId': '7360', 'title': 'Dawn of the Dead (2004)', 'genres': 'Action|Drama|Horror|Thriller'}, {'movieId': '7361', 'title': 'Eternal Sunshine of the Spotless Mind (2004)', 'genres': 'Drama|Romance|Sci-Fi'}, {'movieId': '7362', 'title': 'Taking Lives (2004)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '7364', 'title': 'Intermission (2003)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '7366', 'title': 'Jersey Girl (2004)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7367', 'title': 'Ladykillers, The (2004)', 'genres': 'Comedy|Crime'}, {'movieId': '7368', 'title': 'Never Die Alone (2004)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '7369', 'title': 'Scooby-Doo 2: Monsters Unleashed (2004)', 'genres': 'Action|Adventure|Children|Comedy|Mystery'}, {'movieId': '7371', 'title': 'Dogville (2003)', 'genres': 'Drama|Mystery|Thriller'}, {'movieId': '7372', 'title': 'Ned Kelly (2003)', 'genres': 'Drama'}, {'movieId': '7373', 'title': 'Hellboy (2004)', 'genres': 'Action|Adventure|Fantasy|Horror'}, {'movieId': '7375', 'title': 'Prince & Me, The (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '7376', 'title': 'Walking Tall (2004)', 'genres': 'Action'}, {'movieId': '7377', 'title': 'United States of Leland, The (2003)', 'genres': 'Crime|Drama'}, {'movieId': '7379', 'title': 'The Alamo (2004)', 'genres': 'Drama|War|Western'}, {'movieId': '7380', 'title': 'Ella Enchanted (2004)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '7381', 'title': 'Whole Ten Yards, The (2004)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '7382', 'title': \"I'm Not Scared (Io non ho paura) (2003)\", 'genres': 'Drama|Mystery|Thriller'}, {'movieId': '7386', 'title': 'Ten Commandments, The (1956)', 'genres': 'Adventure|Drama'}, {'movieId': '7387', 'title': 'Dawn of the Dead (1978)', 'genres': 'Action|Drama|Horror'}, {'movieId': '7390', 'title': 'Prey for Rock & Roll (2003)', 'genres': 'Drama|Musical'}, {'movieId': '7394', 'title': 'Those Magnificent Men in Their Flying Machines (1965)', 'genres': 'Action|Adventure|Comedy'}, {'movieId': '7395', 'title': 'Cheaper by the Dozen (1950)', 'genres': 'Comedy|Drama'}, {'movieId': '7396', 'title': 'Scenes From a Marriage (Scener ur ett äktenskap) (1973)', 'genres': 'Drama'}, {'movieId': '7411', 'title': 'Munchies (1987)', 'genres': 'Comedy|Horror'}, {'movieId': '7414', 'title': 'Going in Style (1979)', 'genres': 'Comedy|Drama'}, {'movieId': '7419', 'title': 'After Hours (1985)', 'genres': 'Comedy|Thriller'}, {'movieId': '7438', 'title': 'Kill Bill: Vol. 2 (2004)', 'genres': 'Action|Drama|Thriller'}, {'movieId': '7439', 'title': 'Punisher, The (2004)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '7440', 'title': 'Paper Clips (2004)', 'genres': 'Documentary'}, {'movieId': '7443', 'title': 'This So-Called Disaster (2003)', 'genres': 'Documentary'}, {'movieId': '7444', 'title': '13 Going on 30 (2004)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '7445', 'title': 'Man on Fire (2004)', 'genres': 'Action|Crime|Drama|Mystery|Thriller'}, {'movieId': '7448', 'title': 'Envy (2004)', 'genres': 'Comedy'}, {'movieId': '7449', 'title': 'Godsend (2004)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '7450', 'title': 'Laws of Attraction (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '7451', 'title': 'Mean Girls (2004)', 'genres': 'Comedy'}, {'movieId': '7454', 'title': 'Van Helsing (2004)', 'genres': 'Action|Adventure|Fantasy|Horror'}, {'movieId': '7455', 'title': 'Mudge Boy, The (2003)', 'genres': 'Drama'}, {'movieId': '7457', 'title': \"Breakin' All the Rules (2004)\", 'genres': 'Comedy|Romance'}, {'movieId': '7458', 'title': 'Troy (2004)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '7459', 'title': 'Carandiru (2003)', 'genres': 'Crime|Drama'}, {'movieId': '7460', 'title': 'Coffee and Cigarettes (2003)', 'genres': 'Comedy|Drama'}, {'movieId': '7477', 'title': 'Eye See You (D-Tox) (2002)', 'genres': 'Horror|Thriller'}, {'movieId': '7479', 'title': 'Watch on the Rhine (1943)', 'genres': 'Drama'}, {'movieId': '7481', 'title': 'Enemy Mine (1985)', 'genres': 'Adventure|Drama|Sci-Fi'}, {'movieId': '7482', 'title': 'Enter the Dragon (1973)', 'genres': 'Action|Crime'}, {'movieId': '7486', 'title': 'Happy Together (a.k.a. Buenos Aires Affair) (Chun gwong cha sit) (1997)', 'genres': 'Drama|Romance'}, {'movieId': '7487', 'title': 'Henry & June (1990)', 'genres': 'Drama'}, {'movieId': '7492', 'title': 'Martin (1977)', 'genres': 'Drama|Horror'}, {'movieId': '7493', 'title': 'Three Faces of Eve, The (1957)', 'genres': 'Drama'}, {'movieId': '7541', 'title': '100 Girls (2000)', 'genres': 'Comedy|Romance'}, {'movieId': '7560', 'title': 'Fail-Safe (1964)', 'genres': 'Drama|Thriller|War'}, {'movieId': '7561', 'title': 'Paperhouse (1988)', 'genres': 'Fantasy|Horror|Thriller'}, {'movieId': '7562', 'title': 'Dobermann (1997)', 'genres': 'Action|Crime'}, {'movieId': '7564', 'title': 'Kwaidan (Kaidan) (1964)', 'genres': 'Horror'}, {'movieId': '7566', 'title': '28 Up (1985)', 'genres': 'Documentary'}, {'movieId': '7569', 'title': 'You Only Live Twice (1967)', 'genres': 'Action|Adventure|Sci-Fi|Thriller'}, {'movieId': '7570', 'title': 'Octopussy (1983)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '7572', 'title': 'Wit (2001)', 'genres': 'Drama'}, {'movieId': '7573', 'title': 'Never Say Never Again (1983)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '7579', 'title': 'Pride and Prejudice (1940)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7581', 'title': 'Fountainhead, The (1949)', 'genres': 'Drama'}, {'movieId': '7584', 'title': 'Woman of the Year (1942)', 'genres': 'Comedy|Romance'}, {'movieId': '7587', 'title': 'Samouraï, Le (Godson, The) (1967)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '7614', 'title': 'Oklahoma! (1955)', 'genres': 'Musical|Romance|Western'}, {'movieId': '7615', 'title': 'Desert Hearts (1985)', 'genres': 'Drama'}, {'movieId': '7616', 'title': 'Body Double (1984)', 'genres': 'Mystery|Thriller'}, {'movieId': '7618', 'title': 'Chaplin (1992)', 'genres': 'Drama'}, {'movieId': '7619', 'title': 'Miracle Worker, The (1962)', 'genres': 'Drama'}, {'movieId': '7620', 'title': 'Monster in a Box (1992)', 'genres': 'Comedy|Drama'}, {'movieId': '7624', 'title': 'School Ties (1992)', 'genres': 'Drama'}, {'movieId': '7636', 'title': 'Raising Cain (1992)', 'genres': 'Horror|Thriller'}, {'movieId': '7646', 'title': 'Rose Red (2002)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '7647', 'title': 'Noises Off... (1992)', 'genres': 'Comedy'}, {'movieId': '7649', 'title': 'Babylon 5: In the Beginning (1998)', 'genres': 'Adventure|Sci-Fi'}, {'movieId': '7650', 'title': 'Witchfinder General (Conquerer Worm, The) (1968)', 'genres': 'Horror'}, {'movieId': '7657', 'title': 'Versus (2000)', 'genres': 'Action|Comedy|Fantasy|Horror'}, {'movieId': '7669', 'title': 'Pride and Prejudice (1995)', 'genres': 'Drama|Romance'}, {'movieId': '7698', 'title': 'China Syndrome, The (1979)', 'genres': 'Drama|Thriller'}, {'movieId': '7700', 'title': 'Wages of Fear, The (Salaire de la peur, Le) (1953)', 'genres': 'Action|Adventure|Drama|Thriller'}, {'movieId': '7701', 'title': \"Look Who's Talking Too (1990)\", 'genres': 'Comedy|Romance'}, {'movieId': '7702', 'title': \"Bells of St. Mary's, The (1945)\", 'genres': 'Drama'}, {'movieId': '7704', 'title': 'Delta Force, The (1986)', 'genres': 'Action'}, {'movieId': '7705', 'title': 'Pat and Mike (1952)', 'genres': 'Comedy|Romance'}, {'movieId': '7706', 'title': 'Animal Crackers (1930)', 'genres': 'Comedy|Musical'}, {'movieId': '7707', 'title': 'He Said, She Said (1991)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '7708', 'title': 'Bedazzled (1967)', 'genres': 'Comedy|Fantasy'}, {'movieId': '7713', 'title': 'Cat People (1942)', 'genres': 'Drama|Horror|Romance|Thriller'}, {'movieId': '7714', 'title': 'Camelot (1967)', 'genres': 'Drama|Musical|Romance'}, {'movieId': '7716', 'title': 'Lonely Guy, The (1984)', 'genres': 'Comedy'}, {'movieId': '7720', 'title': 'Four Musketeers, The (1974)', 'genres': 'Action|Adventure|Comedy|Romance'}, {'movieId': '7727', 'title': 'Protocol (1984)', 'genres': 'Comedy'}, {'movieId': '7728', 'title': 'Postman Always Rings Twice, The (1946)', 'genres': 'Crime|Drama|Film-Noir|Thriller'}, {'movieId': '7730', 'title': 'Matinee (1993)', 'genres': 'Comedy|Drama'}, {'movieId': '7742', 'title': 'Baxter (1989)', 'genres': 'Drama|Horror'}, {'movieId': '7743', 'title': 'Explorers (1985)', 'genres': 'Adventure|Children|Sci-Fi'}, {'movieId': '7745', 'title': \"Scent of Green Papaya, The (Mùi du du xhan - L'odeur de la papaye verte) (1993)\", 'genres': 'Drama'}, {'movieId': '7748', 'title': 'Pierrot le fou (1965)', 'genres': 'Crime|Drama'}, {'movieId': '7749', 'title': 'Weekend (a.k.a. Le Week-end) (Week End) (1967)', 'genres': 'Drama'}, {'movieId': '7753', 'title': 'Tuesdays with Morrie (1999)', 'genres': 'Drama'}, {'movieId': '7756', 'title': 'Alexander Nevsky (Aleksandr Nevskiy) (1938)', 'genres': 'Action|Drama|War'}, {'movieId': '7757', 'title': 'Jason and the Argonauts (1963)', 'genres': 'Action|Adventure|Fantasy'}, {'movieId': '7762', 'title': 'Tinker, Tailor, Soldier, Spy (1979)', 'genres': 'Drama|Thriller'}, {'movieId': '7766', 'title': 'Throne of Blood (Kumonosu jô) (1957)', 'genres': 'Action|Drama|Thriller|War'}, {'movieId': '7767', 'title': 'Best of Youth, The (La meglio gioventù) (2003)', 'genres': 'Drama'}, {'movieId': '7772', 'title': 'Undercurrent (1946)', 'genres': 'Film-Noir|Thriller'}, {'movieId': '7773', 'title': \"Bang, Bang, You're Dead (2002)\", 'genres': 'Drama'}, {'movieId': '7781', 'title': 'Twister (1990)', 'genres': 'Comedy'}, {'movieId': '7782', 'title': 'Sniper (1993)', 'genres': 'Action|Drama'}, {'movieId': '7786', 'title': 'Genghis Blues (1999)', 'genres': 'Documentary'}, {'movieId': '7789', 'title': '11\\'09\"01 - September 11 (2002)', 'genres': 'Drama'}, {'movieId': '7792', 'title': 'Parallax View, The (1974)', 'genres': 'Thriller'}, {'movieId': '7802', 'title': 'Warriors, The (1979)', 'genres': 'Action|Adventure|Crime|Thriller'}, {'movieId': '7810', 'title': 'Babylon 5: A Call to Arms (1999)', 'genres': 'Adventure|Sci-Fi'}, {'movieId': '7811', 'title': 'Babylon 5: The River of Souls (1998)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '7812', 'title': 'Babylon 5: Thirdspace (1998)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '7815', 'title': 'True Stories (1986)', 'genres': 'Comedy|Musical'}, {'movieId': '7820', 'title': 'Virgin Spring, The (Jungfrukällan) (1960)', 'genres': 'Crime|Drama'}, {'movieId': '7822', 'title': 'Mogambo (1953)', 'genres': 'Adventure|Drama|Romance'}, {'movieId': '7826', 'title': 'Secret Life of Walter Mitty, The (1947)', 'genres': 'Comedy|Romance|Thriller'}, {'movieId': '7831', 'title': 'Another Thin Man (1939)', 'genres': 'Comedy|Crime|Drama|Mystery|Romance'}, {'movieId': '7832', 'title': 'Thin Man Goes Home, The (1945)', 'genres': 'Comedy|Crime|Mystery'}, {'movieId': '7833', 'title': 'Shadow of the Thin Man (1941)', 'genres': 'Comedy|Crime|Mystery'}, {'movieId': '7834', 'title': 'After the Thin Man (1936)', 'genres': 'Comedy|Crime|Mystery|Romance'}, {'movieId': '7835', 'title': 'Song of the Thin Man (1947)', 'genres': 'Comedy|Crime|Drama|Musical|Mystery|Romance'}, {'movieId': '7839', 'title': 'Love Crazy (1941)', 'genres': 'Comedy'}, {'movieId': '7840', 'title': 'Gunga Din (1939)', 'genres': 'Adventure|Comedy|War'}, {'movieId': '7841', 'title': 'Children of Dune (2003)', 'genres': 'Fantasy|Sci-Fi'}, {'movieId': '7842', 'title': 'Dune (2000)', 'genres': 'Drama|Fantasy|Sci-Fi'}, {'movieId': '7843', 'title': 'Lammbock (2001)', 'genres': 'Comedy'}, {'movieId': '7844', 'title': 'Legend, The (Legend of Fong Sai-Yuk, The) (Fong Sai Yuk) (1993)', 'genres': 'Action|Comedy'}, {'movieId': '7845', 'title': 'Tremors II: Aftershocks (1996)', 'genres': 'Comedy|Horror|Sci-Fi'}, {'movieId': '7846', 'title': 'Tremors 3: Back to Perfection (2001)', 'genres': 'Comedy|Horror|Sci-Fi'}, {'movieId': '7879', 'title': 'Notorious C.H.O. (2002)', 'genres': 'Comedy'}, {'movieId': '7882', 'title': 'The Plague of the Zombies (1966)', 'genres': 'Horror'}, {'movieId': '7883', 'title': 'I Walked with a Zombie (1943)', 'genres': 'Drama|Horror'}, {'movieId': '7884', 'title': 'Highway 61 (1991)', 'genres': 'Comedy'}, {'movieId': '7888', 'title': 'How to Succeed in Business Without Really Trying (1967)', 'genres': 'Comedy|Musical'}, {'movieId': '7889', 'title': 'Pat Garrett and Billy the Kid (1973)', 'genres': 'Western'}, {'movieId': '7891', 'title': \"Last Man on Earth, The (Ultimo uomo della Terra, L') (1964)\", 'genres': 'Drama|Horror|Sci-Fi'}, {'movieId': '7894', 'title': 'Duck, You Sucker (1971)', 'genres': 'Action|Western'}, {'movieId': '7895', 'title': 'Bring Me the Head of Alfredo Garcia (1974)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '7896', 'title': 'Ride the High Country (1962)', 'genres': 'Adventure|Drama|Western'}, {'movieId': '7899', 'title': 'Master of the Flying Guillotine (Du bi quan wang da po xue di zi) (1975)', 'genres': 'Action'}, {'movieId': '7900', 'title': 'Frankenstein Must Be Destroyed (1969)', 'genres': 'Drama|Horror|Sci-Fi'}, {'movieId': '7916', 'title': 'Gidget (1959)', 'genres': 'Comedy'}, {'movieId': '7920', 'title': 'Desperate Living (1977)', 'genres': 'Comedy|Crime'}, {'movieId': '7924', 'title': 'Stray Dog (Nora inu) (1949)', 'genres': 'Drama|Film-Noir|Thriller'}, {'movieId': '7925', 'title': 'Hidden Fortress, The (Kakushi-toride no san-akunin) (1958)', 'genres': 'Action|Adventure'}, {'movieId': '7926', 'title': 'High and Low (Tengoku to jigoku) (1963)', 'genres': 'Crime|Drama|Film-Noir|Thriller'}, {'movieId': '7930', 'title': 'People Under the Stairs, The (1991)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '7932', 'title': 'Dark Days (2000)', 'genres': 'Documentary'}, {'movieId': '7934', 'title': 'Zelig (1983)', 'genres': 'Comedy'}, {'movieId': '7936', 'title': 'Shame (Skammen) (1968)', 'genres': 'Drama|War'}, {'movieId': '7937', 'title': 'Silence, The (Tystnaden) (1963)', 'genres': 'Drama'}, {'movieId': '7938', 'title': 'Winter Light (Nattvardsgästerna) (1963)', 'genres': 'Drama'}, {'movieId': '7939', 'title': 'Through a Glass Darkly (Såsom i en spegel) (1961)', 'genres': 'Drama'}, {'movieId': '7940', 'title': 'The Magician (1958)', 'genres': 'Drama'}, {'movieId': '7943', 'title': 'Killers, The (1946)', 'genres': 'Crime|Film-Noir'}, {'movieId': '7944', 'title': 'Night of the Iguana, The (1964)', 'genres': 'Drama|Thriller'}, {'movieId': '7951', 'title': 'Nightbreed (1990)', 'genres': 'Fantasy|Horror'}, {'movieId': '7976', 'title': 'Ken Park (2002)', 'genres': 'Drama'}, {'movieId': '7979', 'title': 'Monterey Pop (1968)', 'genres': 'Documentary|Musical'}, {'movieId': '7980', 'title': 'Bridge Too Far, A (1977)', 'genres': 'Action|Drama|War'}, {'movieId': '7981', 'title': 'Infernal Affairs (Mou gaan dou) (2002)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '7982', 'title': 'Tale of Two Sisters, A (Janghwa, Hongryeon) (2003)', 'genres': 'Drama|Horror|Mystery|Thriller'}, {'movieId': '7983', 'title': 'Broadway Danny Rose (1984)', 'genres': 'Comedy'}, {'movieId': '7984', 'title': 'From Beyond (1986)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '7986', 'title': 'Robot Jox (1990)', 'genres': 'Sci-Fi'}, {'movieId': '7987', 'title': 'Dolls (1987)', 'genres': 'Horror'}, {'movieId': '7988', 'title': 'Space Truckers (1996)', 'genres': 'Comedy|Sci-Fi'}, {'movieId': '7991', 'title': 'Death Race 2000 (1975)', 'genres': 'Action|Sci-Fi'}, {'movieId': '7993', 'title': 'Bucket Of Blood, A (1959)', 'genres': 'Comedy|Horror'}, {'movieId': '8008', 'title': 'Brigadoon (1954)', 'genres': 'Fantasy|Musical|Romance'}, {'movieId': '8010', 'title': 'Power of One, The (1992)', 'genres': 'Drama'}, {'movieId': '8011', 'title': 'Weather Underground, The (2002)', 'genres': 'Documentary'}, {'movieId': '8012', 'title': 'Kikujiro (Kikujirô no natsu) (1999)', 'genres': 'Comedy|Drama'}, {'movieId': '8014', 'title': 'Spring, Summer, Fall, Winter... and Spring (Bom yeoreum gaeul gyeoul geurigo bom) (2003)', 'genres': 'Drama'}, {'movieId': '8015', 'title': 'Phantom Tollbooth, The (1970)', 'genres': 'Adventure|Animation|Children|Fantasy'}, {'movieId': '8016', 'title': 'Getaway, The (1972)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '8019', 'title': 'Dark Water (Honogurai mizu no soko kara) (2002)', 'genres': 'Drama|Horror|Mystery|Thriller'}, {'movieId': '8024', 'title': 'Thing Called Love, The (1993)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8025', 'title': 'The Thief (1997)', 'genres': 'Drama'}, {'movieId': '8033', 'title': 'How to Steal a Million (1966)', 'genres': 'Comedy|Crime|Romance'}, {'movieId': '8035', 'title': 'Stendhal Syndrome, The (Sindrome di Stendhal, La) (1996)', 'genres': 'Crime|Horror|Thriller'}, {'movieId': '8042', 'title': 'Mean Streets (1973)', 'genres': 'Crime|Drama'}, {'movieId': '8043', 'title': 'Jack the Bear (1993)', 'genres': 'Comedy|Drama'}, {'movieId': '8044', 'title': 'I Am a Fugitive from a Chain Gang (1932)', 'genres': 'Crime|Drama|Film-Noir'}, {'movieId': '8045', 'title': 'Hamburger Hill (1987)', 'genres': 'Action|Drama|War'}, {'movieId': '8057', 'title': 'Sweet Bird of Youth (1962)', 'genres': 'Drama'}, {'movieId': '8092', 'title': 'Frankenstein Unbound (1990)', 'genres': 'Drama|Horror|Sci-Fi'}, {'movieId': '8093', 'title': 'Shiri (Swiri) (1999)', 'genres': 'Action|Drama|Romance|Thriller'}, {'movieId': '8094', 'title': 'Bad Day at Black Rock (1955)', 'genres': 'Drama|Thriller|Western'}, {'movieId': '8117', 'title': 'In China They Eat Dogs (I Kina spiser de hunde) (1999)', 'genres': 'Action|Comedy'}, {'movieId': '8118', 'title': 'Delta Force 2 (Delta Force 2: The Colombian Connection) (1990)', 'genres': 'Action|Adventure|Thriller|War'}, {'movieId': '8119', 'title': 'Crossroads (1986)', 'genres': 'Drama'}, {'movieId': '8121', 'title': 'Seducing Doctor Lewis (Grande séduction, La) (2003)', 'genres': 'Comedy'}, {'movieId': '8125', 'title': 'Sunrise: A Song of Two Humans (1927)', 'genres': 'Drama|Romance'}, {'movieId': '8126', 'title': 'Shock Corridor (1963)', 'genres': 'Drama'}, {'movieId': '8128', 'title': 'Au revoir les enfants (1987)', 'genres': 'Drama'}, {'movieId': '8131', 'title': 'Pursuit of Happiness (2001)', 'genres': 'Comedy|Romance'}, {'movieId': '8132', 'title': 'Gladiator (1992)', 'genres': 'Action|Drama'}, {'movieId': '8136', 'title': 'Indestructible Man (1956)', 'genres': 'Crime|Horror|Sci-Fi'}, {'movieId': '8137', 'title': 'Wasp Woman, The (1959)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '8138', 'title': 'Attack of the Giant Leeches (1959)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '8142', 'title': 'Dead or Alive: Hanzaisha (1999)', 'genres': 'Action|Crime'}, {'movieId': '8143', 'title': 'Lola Montès (1955)', 'genres': 'Drama'}, {'movieId': '8147', 'title': 'Charly (1968)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '8153', 'title': 'Lust for Life (1956)', 'genres': 'Drama'}, {'movieId': '8154', 'title': 'Dolce Vita, La (1960)', 'genres': 'Drama'}, {'movieId': '8157', 'title': 'Jin Roh: The Wolf Brigade (Jin-Rô) (1998)', 'genres': 'Animation|Fantasy|Thriller'}, {'movieId': '8158', 'title': 'Rush (1991)', 'genres': 'Crime|Drama'}, {'movieId': '8167', 'title': 'Captain Blood (1935)', 'genres': 'Action|Adventure|Romance'}, {'movieId': '8169', 'title': '*batteries not included (1987)', 'genres': 'Children|Comedy|Fantasy|Sci-Fi'}, {'movieId': '8183', 'title': 'Educating Rita (1983)', 'genres': 'Comedy|Drama'}, {'movieId': '8188', 'title': 'Sansho the Bailiff (Sanshô dayû) (1954)', 'genres': 'Drama'}, {'movieId': '8189', 'title': 'Zazie dans le métro (1960)', 'genres': 'Comedy'}, {'movieId': '8190', 'title': 'Americanization of Emily, The (1964)', 'genres': 'Comedy|Drama|War'}, {'movieId': '8191', 'title': 'Anne of the Thousand Days (1969)', 'genres': 'Drama'}, {'movieId': '8195', 'title': \"Avventura, L' (Adventure, The) (1960)\", 'genres': 'Drama|Mystery|Romance'}, {'movieId': '8196', 'title': 'Beyond the Valley of the Dolls (1970)', 'genres': 'Comedy|Horror'}, {'movieId': '8197', 'title': 'Hiroshima Mon Amour (1959)', 'genres': 'Drama|Romance|War'}, {'movieId': '8199', 'title': 'Ugetsu (Ugetsu monogatari) (1953)', 'genres': 'Drama|Thriller'}, {'movieId': '8207', 'title': 'Day of the Jackal, The (1973)', 'genres': 'Crime|Thriller'}, {'movieId': '8225', 'title': 'Night of the Living Dead (1990)', 'genres': 'Horror'}, {'movieId': '8228', 'title': 'Maltese Falcon, The (a.k.a. Dangerous Female) (1931)', 'genres': 'Mystery'}, {'movieId': '8232', 'title': 'I Love You Again (1940)', 'genres': 'Comedy|Drama'}, {'movieId': '8235', 'title': 'Safety Last! (1923)', 'genres': 'Action|Comedy|Romance'}, {'movieId': '8236', 'title': 'While the City Sleeps (1956)', 'genres': 'Drama|Film-Noir'}, {'movieId': '8238', 'title': 'Little Murders (1971)', 'genres': 'Comedy|Crime'}, {'movieId': '8239', 'title': 'Viridiana (1961)', 'genres': 'Comedy|Drama'}, {'movieId': '8241', 'title': 'Masterminds (1997)', 'genres': 'Action|Comedy|Thriller'}, {'movieId': '8253', 'title': 'Lupin III: The Castle Of Cagliostro (Rupan sansei: Kariosutoro no shiro) (1979)', 'genres': 'Action|Adventure|Animation|Comedy|Crime|Mystery'}, {'movieId': '8254', 'title': 'Arizona Dream (1993)', 'genres': 'Comedy|Drama|Fantasy|Romance'}, {'movieId': '8261', 'title': '3 Women (Three Women) (1977)', 'genres': 'Drama'}, {'movieId': '8264', 'title': 'Grey Gardens (1975)', 'genres': 'Documentary'}, {'movieId': '8266', 'title': 'Purple Rain (1984)', 'genres': 'Drama|Musical'}, {'movieId': '8268', 'title': 'Point of No Return (1993)', 'genres': 'Action|Thriller'}, {'movieId': '8270', 'title': \"Hairdresser's Husband, The (Le mari de la coiffeuse) (1990)\", 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8275', 'title': 'College (1927)', 'genres': 'Comedy'}, {'movieId': '8290', 'title': 'Mitchell (1975)', 'genres': 'Action|Crime'}, {'movieId': '8293', 'title': 'Used People (1992)', 'genres': 'Comedy|Drama'}, {'movieId': '8302', 'title': 'Front Page, The (1931)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8327', 'title': 'Dolls (2002)', 'genres': 'Drama|Romance'}, {'movieId': '8331', 'title': 'Man Who Came to Dinner, The (1942)', 'genres': 'Comedy'}, {'movieId': '8335', 'title': 'Make Way for Tomorrow (1937)', 'genres': 'Drama'}, {'movieId': '8336', 'title': 'Major and the Minor, The (1942)', 'genres': 'Comedy|Romance'}, {'movieId': '8337', 'title': 'Caine Mutiny, The (1954)', 'genres': 'Drama|War'}, {'movieId': '8338', 'title': 'Black Narcissus (1947)', 'genres': 'Drama'}, {'movieId': '8340', 'title': 'Escape from Alcatraz (1979)', 'genres': 'Drama|Thriller'}, {'movieId': '8341', 'title': 'Oliver Twist (1948)', 'genres': 'Adventure|Crime|Drama'}, {'movieId': '8360', 'title': 'Shrek 2 (2004)', 'genres': 'Adventure|Animation|Children|Comedy|Musical|Romance'}, {'movieId': '8361', 'title': 'Day After Tomorrow, The (2004)', 'genres': 'Action|Adventure|Drama|Sci-Fi|Thriller'}, {'movieId': '8362', 'title': 'Raising Helen (2004)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8363', 'title': 'Soul Plane (2004)', 'genres': 'Comedy'}, {'movieId': '8364', 'title': \"Baadasssss! (How to Get the Man's Foot Outta Your Ass) (2003)\", 'genres': 'Drama'}, {'movieId': '8366', 'title': 'Saved! (2004)', 'genres': 'Comedy|Drama'}, {'movieId': '8368', 'title': 'Harry Potter and the Prisoner of Azkaban (2004)', 'genres': 'Adventure|Fantasy|IMAX'}, {'movieId': '8369', 'title': 'Mindhunters (2004)', 'genres': 'Action|Crime|Horror|Mystery|Thriller'}, {'movieId': '8370', 'title': 'Blind Swordsman: Zatoichi, The (Zatôichi) (2003)', 'genres': 'Action|Comedy|Crime|Drama'}, {'movieId': '8371', 'title': 'Chronicles of Riddick, The (2004)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '8372', 'title': 'Garfield: The Movie (2004)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '8373', 'title': 'Stepford Wives, The (2004)', 'genres': 'Comedy|Fantasy|Thriller'}, {'movieId': '8375', 'title': 'Hunting of the President, The (2004)', 'genres': 'Documentary'}, {'movieId': '8376', 'title': 'Napoleon Dynamite (2004)', 'genres': 'Comedy'}, {'movieId': '8378', 'title': 'Doctor, The (1991)', 'genres': 'Drama'}, {'movieId': '8379', 'title': 'Dresser, The (1983)', 'genres': 'Drama'}, {'movieId': '8380', 'title': 'Father Hood (1993)', 'genres': 'Comedy'}, {'movieId': '8382', 'title': 'Hello Again (1987)', 'genres': 'Comedy'}, {'movieId': '8383', 'title': 'Hope Springs (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '8385', 'title': 'Lover Come Back (1961)', 'genres': 'Comedy|Romance'}, {'movieId': '8387', 'title': 'Police Academy: Mission to Moscow (1994)', 'genres': 'Comedy|Crime'}, {'movieId': '8391', 'title': 'Big Wednesday (1978)', 'genres': 'Comedy|Drama'}, {'movieId': '8402', 'title': 'Book of Love (1990)', 'genres': 'Comedy|Romance'}, {'movieId': '8405', 'title': 'Hour of the Wolf (Vargtimmen) (1968)', 'genres': 'Drama|Horror'}, {'movieId': '8410', 'title': 'Suddenly (1954)', 'genres': 'Crime|Drama|Film-Noir'}, {'movieId': '8424', 'title': 'Divorcee, The (1930)', 'genres': 'Drama|Romance'}, {'movieId': '8425', 'title': 'Meet the Applegates (1991)', 'genres': 'Comedy'}, {'movieId': '8426', 'title': 'Robot Carnival (Roboto kânibauru) (1987)', 'genres': 'Animation|Comedy|Drama|Fantasy|Sci-Fi'}, {'movieId': '8427', 'title': 'Americathon (1979)', 'genres': 'Comedy|Sci-Fi'}, {'movieId': '8446', 'title': 'Sands of Iwo Jima (1949)', 'genres': 'Action|Drama|Romance|War'}, {'movieId': '8447', 'title': 'This Island Earth (1955)', 'genres': 'Sci-Fi'}, {'movieId': '8450', 'title': 'Anthony Adverse (1936)', 'genres': 'Adventure|Romance'}, {'movieId': '8451', 'title': 'Blackboard Jungle (1955)', 'genres': 'Drama'}, {'movieId': '8454', 'title': 'Luna Papa (1999)', 'genres': 'Comedy|Drama|Fantasy'}, {'movieId': '8456', 'title': 'Investigation of a Citizen Above Suspicion (Indagine su un cittadino al di sopra di ogni sospetto) (1970)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '8458', 'title': 'To Each His Own (1946)', 'genres': 'Drama'}, {'movieId': '8459', 'title': 'Heiress, The (1949)', 'genres': 'Drama|Romance'}, {'movieId': '8461', 'title': 'Dragon Seed (1944)', 'genres': 'Drama|War'}, {'movieId': '8462', 'title': 'Executive Suite (1954)', 'genres': 'Drama'}, {'movieId': '8463', 'title': 'Johnny Belinda (1948)', 'genres': 'Drama'}, {'movieId': '8464', 'title': 'Super Size Me (2004)', 'genres': 'Comedy|Documentary|Drama'}, {'movieId': '8465', 'title': 'Johnny Eager (1942)', 'genres': 'Crime|Drama|Film-Noir|Romance'}, {'movieId': '8477', 'title': 'Jetée, La (1962)', 'genres': 'Romance|Sci-Fi'}, {'movieId': '8481', 'title': 'Northwest Passage (1940)', 'genres': 'Action|Adventure|Drama|Romance|Thriller|Western'}, {'movieId': '8482', 'title': 'Picture of Dorian Gray, The (1945)', 'genres': 'Drama|Fantasy|Horror'}, {'movieId': '8484', 'title': 'Human Condition I, The (Ningen no joken I) (1959)', 'genres': 'Drama|War'}, {'movieId': '8487', 'title': \"Please Don't Eat the Daisies (1960)\", 'genres': 'Children|Comedy|Musical'}, {'movieId': '8491', 'title': 'White Heat (1949)', 'genres': 'Crime|Drama|Film-Noir'}, {'movieId': '8492', 'title': 'Christmas Carol, A (Scrooge) (1951)', 'genres': 'Drama|Fantasy'}, {'movieId': '8493', 'title': 'Memphis Belle (1990)', 'genres': 'Action|Drama|War'}, {'movieId': '8494', 'title': 'Cincinnati Kid, The (1965)', 'genres': 'Drama'}, {'movieId': '8495', 'title': 'Animal Factory (2000)', 'genres': 'Crime|Drama'}, {'movieId': '8500', 'title': 'Godzilla vs. Mechagodzilla (Gojira tai Mekagojira) (1974)', 'genres': 'Action|Horror|Sci-Fi'}, {'movieId': '8501', 'title': 'Hitcher, The (1986)', 'genres': 'Action|Thriller'}, {'movieId': '8502', 'title': 'Show Boat (1951)', 'genres': 'Drama|Musical|Romance'}, {'movieId': '8506', 'title': 'Fear X (2003)', 'genres': 'Mystery|Thriller'}, {'movieId': '8507', 'title': 'Freaks (1932)', 'genres': 'Crime|Drama|Horror'}, {'movieId': '8511', 'title': 'Immigrant, The (1917)', 'genres': 'Comedy'}, {'movieId': '8512', 'title': 'Silent Movie (1976)', 'genres': 'Comedy'}, {'movieId': '8518', 'title': 'Anna Christie (1930)', 'genres': 'Drama'}, {'movieId': '8521', 'title': 'Dr. Jekyll and Mr. Hyde (1931)', 'genres': 'Drama|Horror'}, {'movieId': '8526', 'title': 'Around the World in 80 Days (2004)', 'genres': 'Adventure|Children|Comedy'}, {'movieId': '8528', 'title': 'Dodgeball: A True Underdog Story (2004)', 'genres': 'Comedy'}, {'movieId': '8529', 'title': 'Terminal, The (2004)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8530', 'title': 'Dear Frankie (2004)', 'genres': 'Drama|Romance'}, {'movieId': '8531', 'title': 'White Chicks (2004)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '8532', 'title': 'Door in the Floor, The (2004)', 'genres': 'Drama'}, {'movieId': '8533', 'title': 'Notebook, The (2004)', 'genres': 'Drama|Romance'}, {'movieId': '8534', 'title': 'Two Brothers (Deux frères) (2004)', 'genres': 'Adventure|Children|Drama'}, {'movieId': '8535', 'title': 'De-Lovely (2004)', 'genres': 'Drama|Musical'}, {'movieId': '8542', 'title': 'Day at the Races, A (1937)', 'genres': 'Comedy|Musical'}, {'movieId': '8571', 'title': 'Bob & Carol & Ted & Alice (1969)', 'genres': 'Comedy|Drama'}, {'movieId': '8574', 'title': 'Claymation Christmas Celebration, A (1987)', 'genres': 'Animation|Children|Comedy|Musical'}, {'movieId': '8575', 'title': \"Happenstance (Battement d'ailes du papillon, Le) (2001)\", 'genres': 'Comedy|Drama'}, {'movieId': '8577', 'title': 'Comandante (2003)', 'genres': 'Documentary'}, {'movieId': '8578', 'title': 'Undead (2003)', 'genres': 'Action|Comedy|Horror|Sci-Fi'}, {'movieId': '8580', 'title': 'Into the Woods (1991)', 'genres': 'Adventure|Comedy|Fantasy|Musical'}, {'movieId': '8581', 'title': 'Pirates of Silicon Valley (1999)', 'genres': 'Documentary|Drama'}, {'movieId': '8582', 'title': 'Manufacturing Consent: Noam Chomsky and the Media (1992)', 'genres': 'Documentary|War'}, {'movieId': '8587', 'title': 'Mayor of the Sunset Strip (2003)', 'genres': 'Documentary'}, {'movieId': '8588', 'title': 'Killing Me Softly (2002)', 'genres': 'Drama|Mystery|Romance|Thriller'}, {'movieId': '8591', 'title': 'Philadelphia Experiment, The (1984)', 'genres': 'Adventure|Drama|Sci-Fi'}, {'movieId': '8593', 'title': 'Juice (1992)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '8596', 'title': 'Revenge of the Pink Panther (1978)', 'genres': 'Comedy|Crime'}, {'movieId': '8600', 'title': 'Angels with Dirty Faces (1938)', 'genres': 'Crime|Drama|Film-Noir|Thriller'}, {'movieId': '8601', 'title': 'Zero de conduite (Zero for Conduct) (Zéro de conduite: Jeunes diables au collège) (1933)', 'genres': 'Comedy|Drama'}, {'movieId': '8604', 'title': 'Taxi (1998)', 'genres': 'Action|Comedy'}, {'movieId': '8605', 'title': 'Taxi 3 (2003)', 'genres': 'Action|Comedy'}, {'movieId': '8607', 'title': 'Tokyo Godfathers (2003)', 'genres': 'Adventure|Animation|Drama'}, {'movieId': '8609', 'title': 'Our Hospitality (1923)', 'genres': 'Comedy'}, {'movieId': '8610', 'title': 'All of Me (1984)', 'genres': 'Comedy|Fantasy'}, {'movieId': '8611', 'title': \"Farmer's Daughter, The (1947)\", 'genres': 'Comedy'}, {'movieId': '8614', 'title': 'Overboard (1987)', 'genres': 'Comedy|Romance'}, {'movieId': '8617', 'title': 'Butterfield 8 (1960)', 'genres': 'Drama'}, {'movieId': '8620', 'title': 'Exterminating Angel, The (Ángel exterminador, El) (1962)', 'genres': 'Comedy|Drama|Fantasy|Mystery'}, {'movieId': '8622', 'title': 'Fahrenheit 9/11 (2004)', 'genres': 'Documentary'}, {'movieId': '8623', 'title': 'Roxanne (1987)', 'genres': 'Comedy|Romance'}, {'movieId': '8626', 'title': \"Dr. Terror's House of Horrors (1965)\", 'genres': 'Horror|Sci-Fi'}, {'movieId': '8632', 'title': 'Secret Society (2002)', 'genres': 'Comedy'}, {'movieId': '8633', 'title': 'Last Starfighter, The (1984)', 'genres': 'Action|Adventure|Comedy|Sci-Fi'}, {'movieId': '8636', 'title': 'Spider-Man 2 (2004)', 'genres': 'Action|Adventure|Sci-Fi|IMAX'}, {'movieId': '8638', 'title': 'Before Sunset (2004)', 'genres': 'Drama|Romance'}, {'movieId': '8640', 'title': 'King Arthur (2004)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '8641', 'title': 'Anchorman: The Legend of Ron Burgundy (2004)', 'genres': 'Comedy'}, {'movieId': '8643', 'title': 'Cinderella Story, A (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '8644', 'title': 'I, Robot (2004)', 'genres': 'Action|Adventure|Sci-Fi|Thriller'}, {'movieId': '8645', 'title': 'Maria Full of Grace (Maria, Llena eres de gracia) (2004)', 'genres': 'Crime|Drama'}, {'movieId': '8650', 'title': \"Long Day's Journey Into Night (1962)\", 'genres': 'Drama'}, {'movieId': '8656', 'title': 'Short Film About Killing, A (Krótki film o zabijaniu) (1988)', 'genres': 'Crime|Drama'}, {'movieId': '8665', 'title': 'Bourne Supremacy, The (2004)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '8666', 'title': 'Catwoman (2004)', 'genres': 'Action|Crime|Fantasy'}, {'movieId': '8667', 'title': 'A Home at the End of the World (2004)', 'genres': 'Drama|Romance'}, {'movieId': '8670', 'title': 'Testament of Dr. Mabuse, The (Das Testament des Dr. Mabuse) (1933)', 'genres': 'Crime|Horror|Mystery|Thriller'}, {'movieId': '8677', 'title': 'Flash Gordon Conquers the Universe (1940)', 'genres': 'Action|Sci-Fi'}, {'movieId': '8684', 'title': \"Man Escaped, A (Un  condamné à mort s'est échappé ou Le vent souffle où il veut) (1956)\", 'genres': 'Adventure|Drama'}, {'movieId': '8685', 'title': 'Miracle of Marcelino, The (Marcelino pan y vino) (1955)', 'genres': 'Comedy|Drama'}, {'movieId': '8690', 'title': 'Slaughterhouse-Five (1972)', 'genres': 'Comedy|Drama|Sci-Fi|War'}, {'movieId': '8695', 'title': 'Bachelor and the Bobby-Soxer, The (1947)', 'genres': 'Comedy'}, {'movieId': '8711', 'title': 'Mr. Blandings Builds His Dream House (1948)', 'genres': 'Comedy'}, {'movieId': '8712', 'title': 'My Favorite Wife (1940)', 'genres': 'Comedy|Romance'}, {'movieId': '8713', 'title': 'New Adventures of Pippi Longstocking, The (1988)', 'genres': 'Adventure|Children|Fantasy|Musical'}, {'movieId': '8714', 'title': 'Night and Day (1946)', 'genres': 'Drama|Musical'}, {'movieId': '8718', 'title': 'Snake Pit, The (1948)', 'genres': 'Drama'}, {'movieId': '8720', 'title': 'Super, The (1991)', 'genres': 'Comedy'}, {'movieId': '8724', 'title': 'Leopard, The (Gattopardo, Il) (1963)', 'genres': 'Drama|War'}, {'movieId': '8727', 'title': 'Day of the Locust, The (1975)', 'genres': 'Drama'}, {'movieId': '8730', 'title': 'To End All Wars (2001)', 'genres': 'Action|Drama|War'}, {'movieId': '8738', 'title': 'Woman Is a Woman, A (femme est une femme, Une) (1961)', 'genres': 'Comedy|Drama|Musical|Romance'}, {'movieId': '8743', 'title': 'Biggles (1986)', 'genres': 'Adventure|Fantasy|Sci-Fi'}, {'movieId': '8748', 'title': 'Yesterday, Today and Tomorrow (Ieri, oggi, domani) (1963)', 'genres': 'Comedy'}, {'movieId': '8753', 'title': 'Unprecedented: The 2000 Presidential Election (2002)', 'genres': 'Documentary'}, {'movieId': '8754', 'title': 'Prime of Miss Jean Brodie, The (1969)', 'genres': 'Drama'}, {'movieId': '8755', 'title': 'My Voyage to Italy (Il mio viaggio in Italia) (1999)', 'genres': 'Documentary'}, {'movieId': '8765', 'title': 'This Gun for Hire (1942)', 'genres': 'Crime|Film-Noir|Thriller'}, {'movieId': '8771', 'title': 'Sherlock Holmes: Terror by Night (1946)', 'genres': 'Crime|Mystery|Thriller'}, {'movieId': '8772', 'title': 'Spy Who Came in from the Cold, The (1965)', 'genres': 'Drama|Thriller'}, {'movieId': '8773', 'title': 'Sherlock Holmes and the Secret Weapon (1942)', 'genres': 'Crime|Mystery|Thriller'}, {'movieId': '8774', 'title': 'Sherlock Holmes: The Woman in Green (1945)', 'genres': 'Mystery'}, {'movieId': '8778', 'title': 'Sherlock Holmes: Dressed to Kill (1946)', 'genres': 'Crime|Mystery'}, {'movieId': '8781', 'title': 'Manchurian Candidate, The (2004)', 'genres': 'Thriller'}, {'movieId': '8782', 'title': 'Thunderbirds (2004)', 'genres': 'Action|Adventure|Fantasy|Sci-Fi'}, {'movieId': '8783', 'title': 'Village, The (2004)', 'genres': 'Drama|Mystery|Thriller'}, {'movieId': '8784', 'title': 'Garden State (2004)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8795', 'title': 'Musa the Warrior (Musa) (2001)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '8796', 'title': 'Funny Thing Happened on the Way to the Forum, A (1966)', 'genres': 'Comedy|Musical'}, {'movieId': '8798', 'title': 'Collateral (2004)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '8799', 'title': 'Little Black Book (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '8800', 'title': 'Code 46 (2003)', 'genres': 'Romance|Sci-Fi'}, {'movieId': '8804', 'title': 'Story of Women (Affaire de femmes, Une) (1988)', 'genres': 'Drama'}, {'movieId': '8807', 'title': 'Harold and Kumar Go to White Castle (2004)', 'genres': 'Adventure|Comedy'}, {'movieId': '8808', 'title': 'Princess Diaries 2: Royal Engagement, The (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '8809', 'title': 'Danny Deckchair (2003)', 'genres': 'Comedy|Romance'}, {'movieId': '8810', 'title': 'AVP: Alien vs. Predator (2004)', 'genres': 'Action|Horror|Sci-Fi|Thriller'}, {'movieId': '8813', 'title': \"We Don't Live Here Anymore (2004)\", 'genres': 'Drama'}, {'movieId': '8814', 'title': 'Without a Paddle (2004)', 'genres': 'Comedy'}, {'movieId': '8815', 'title': 'Exorcist: The Beginning (2004)', 'genres': 'Horror|Thriller'}, {'movieId': '8827', 'title': 'Bill Cosby, Himself (1983)', 'genres': 'Comedy|Documentary'}, {'movieId': '8830', 'title': 'Anacondas: The Hunt for the Blood Orchid (2004)', 'genres': 'Adventure|Drama|Horror|Sci-Fi|Thriller'}, {'movieId': '8831', 'title': 'Suspect Zero (2004)', 'genres': 'Crime|Thriller'}, {'movieId': '8832', 'title': 'Warriors of Heaven and Earth (Tian di ying xiong) (2003)', 'genres': 'Action|Adventure|Drama'}, {'movieId': '8833', 'title': 'Vanity Fair (2004)', 'genres': 'Drama|Romance'}, {'movieId': '8835', 'title': 'Paparazzi (2004)', 'genres': 'Drama|Thriller'}, {'movieId': '8836', 'title': 'Wicker Park (2004)', 'genres': 'Drama|Romance|Thriller'}, {'movieId': '8838', 'title': \"Alice Doesn't Live Here Anymore (1974)\", 'genres': 'Drama|Romance'}, {'movieId': '8840', 'title': \"Who's That Knocking at My Door? (1967)\", 'genres': 'Drama'}, {'movieId': '8844', 'title': 'Camera Buff (Amator) (1979)', 'genres': 'Drama'}, {'movieId': '8848', 'title': 'Vitelloni, I (a.k.a. The Young and the Passionate) (1953)', 'genres': 'Drama'}, {'movieId': '8860', 'title': 'Cellular (2004)', 'genres': 'Action|Crime|Drama|Mystery|Thriller'}, {'movieId': '8861', 'title': 'Resident Evil: Apocalypse (2004)', 'genres': 'Action|Horror|Sci-Fi|Thriller'}, {'movieId': '8864', 'title': 'Mr. 3000 (2004)', 'genres': 'Comedy|Drama'}, {'movieId': '8865', 'title': 'Sky Captain and the World of Tomorrow (2004)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '8866', 'title': 'Wimbledon (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '8869', 'title': 'First Daughter (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '8870', 'title': 'Forgotten, The (2004)', 'genres': 'Drama|Mystery|Sci-Fi|Thriller'}, {'movieId': '8873', 'title': 'Motorcycle Diaries, The (Diarios de motocicleta) (2004)', 'genres': 'Adventure|Drama'}, {'movieId': '8874', 'title': 'Shaun of the Dead (2004)', 'genres': 'Comedy|Horror'}, {'movieId': '8875', 'title': 'Come Back, Little Sheba (1952)', 'genres': 'Drama'}, {'movieId': '8879', 'title': 'Murder on the Orient Express (1974)', 'genres': 'Crime|Mystery|Thriller'}, {'movieId': '8880', 'title': 'Mask (1985)', 'genres': 'Drama'}, {'movieId': '8894', 'title': 'Orca: The Killer Whale (1977)', 'genres': 'Action|Drama|Horror|Thriller'}, {'movieId': '8905', 'title': '1492: Conquest of Paradise (1992)', 'genres': 'Adventure|Drama'}, {'movieId': '8906', 'title': 'Cannibal Holocaust (1980)', 'genres': 'Horror'}, {'movieId': '8907', 'title': 'Shark Tale (2004)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '8908', 'title': 'Ladder 49 (2004)', 'genres': 'Action|Drama|Thriller'}, {'movieId': '8910', 'title': 'I Heart Huckabees (2004)', 'genres': 'Comedy'}, {'movieId': '8911', 'title': 'Raise Your Voice (2004)', 'genres': 'Romance'}, {'movieId': '8912', 'title': 'Taxi (2004)', 'genres': 'Action|Comedy'}, {'movieId': '8914', 'title': 'Primer (2004)', 'genres': 'Drama|Sci-Fi'}, {'movieId': '8915', 'title': 'Stage Beauty (2004)', 'genres': 'Drama'}, {'movieId': '8916', 'title': 'Shall We Dance? (2004)', 'genres': 'Comedy|Romance'}, {'movieId': '8917', 'title': 'Team America: World Police (2004)', 'genres': 'Action|Adventure|Animation|Comedy'}, {'movieId': '8918', 'title': 'Eulogy (2004)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '8919', 'title': 'P.S. (2004)', 'genres': 'Comedy|Drama|Fantasy|Romance'}, {'movieId': '8920', 'title': 'Country Girl, The (1954)', 'genres': 'Drama'}, {'movieId': '8921', 'title': 'Rose Tattoo, The (1955)', 'genres': 'Drama|Romance'}, {'movieId': '8928', 'title': 'Fearless Vampire Killers, The (1967)', 'genres': 'Comedy|Horror'}, {'movieId': '8933', 'title': \"Decline of the American Empire, The (Déclin de l'empire américain, Le) (1986)\", 'genres': 'Comedy|Drama'}, {'movieId': '8934', 'title': \"Bebe's Kids (1992)\", 'genres': 'Animation|Children|Comedy'}, {'movieId': '8937', 'title': 'Friday Night Lights (2004)', 'genres': 'Action|Drama'}, {'movieId': '8938', 'title': 'Tarnation (2003)', 'genres': 'Documentary'}, {'movieId': '8939', 'title': 'Final Cut, The (2004)', 'genres': 'Sci-Fi|Thriller'}, {'movieId': '8943', 'title': 'Being Julia (2004)', 'genres': 'Comedy|Drama'}, {'movieId': '8946', 'title': 'Surviving Christmas (2004)', 'genres': 'Comedy'}, {'movieId': '8947', 'title': 'Grudge, The (2004)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '8948', 'title': 'Alfie (2004)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8949', 'title': 'Sideways (2004)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8950', 'title': 'The Machinist (2004)', 'genres': 'Drama|Mystery|Thriller'}, {'movieId': '8951', 'title': 'Vera Drake (2004)', 'genres': 'Drama'}, {'movieId': '8952', 'title': 'Falling Angels (2003)', 'genres': 'Drama'}, {'movieId': '8954', 'title': 'Lightning in a Bottle (2004)', 'genres': 'Documentary'}, {'movieId': '8955', 'title': 'Undertow (2004)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '8957', 'title': 'Saw (2004)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '8958', 'title': 'Ray (2004)', 'genres': 'Drama'}, {'movieId': '8959', 'title': 'Birth (2004)', 'genres': 'Drama|Mystery'}, {'movieId': '8961', 'title': 'Incredibles, The (2004)', 'genres': 'Action|Adventure|Animation|Children|Comedy'}, {'movieId': '8964', 'title': 'Callas Forever (2002)', 'genres': 'Drama'}, {'movieId': '8965', 'title': 'Polar Express, The (2004)', 'genres': 'Adventure|Animation|Children|Fantasy|IMAX'}, {'movieId': '8966', 'title': 'Kinsey (2004)', 'genres': 'Drama'}, {'movieId': '8967', 'title': \"Seed of Chucky (Child's Play 5) (2004)\", 'genres': 'Comedy|Horror'}, {'movieId': '8968', 'title': 'After the Sunset (2004)', 'genres': 'Action|Adventure|Comedy|Crime|Thriller'}, {'movieId': '8969', 'title': 'Bridget Jones: The Edge of Reason (2004)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '8970', 'title': 'Finding Neverland (2004)', 'genres': 'Drama'}, {'movieId': '8972', 'title': 'National Treasure (2004)', 'genres': 'Action|Adventure|Drama|Mystery|Thriller'}, {'movieId': '8973', 'title': 'Bad Education (La mala educación) (2004)', 'genres': 'Drama|Thriller'}, {'movieId': '8974', 'title': 'SpongeBob SquarePants Movie, The (2004)', 'genres': 'Adventure|Animation|Children|Comedy'}, {'movieId': '8977', 'title': 'Alexander (2004)', 'genres': 'Action|Adventure|Drama|War'}, {'movieId': '8978', 'title': 'Christmas with the Kranks (2004)', 'genres': 'Children|Comedy'}, {'movieId': '8979', 'title': 'Guerrilla: The Taking of Patty Hearst (2004)', 'genres': 'Documentary'}, {'movieId': '8981', 'title': 'Closer (2004)', 'genres': 'Drama|Romance'}, {'movieId': '8982', 'title': 'I Am David (2003)', 'genres': 'Drama'}, {'movieId': '8983', 'title': 'House of Flying Daggers (Shi mian mai fu) (2004)', 'genres': 'Action|Drama|Romance'}, {'movieId': '8984', 'title': \"Ocean's Twelve (2004)\", 'genres': 'Action|Comedy|Crime|Thriller'}, {'movieId': '8985', 'title': 'Blade: Trinity (2004)', 'genres': 'Action|Fantasy|Horror|Thriller'}, {'movieId': '8987', 'title': \"Bush's Brain (2004)\", 'genres': 'Documentary'}, {'movieId': '8989', 'title': 'Damn Yankees! (1958)', 'genres': 'Comedy|Musical'}, {'movieId': '8998', 'title': \"That's Entertainment (1974)\", 'genres': 'Documentary'}, {'movieId': '9004', 'title': 'D.A.R.Y.L. (1985)', 'genres': 'Adventure|Children|Sci-Fi'}, {'movieId': '9005', 'title': 'Fire in the Sky (1993)', 'genres': 'Drama|Mystery|Sci-Fi'}, {'movieId': '9008', 'title': 'Invisible Man Returns, The (1940)', 'genres': 'Horror|Sci-Fi'}, {'movieId': '9010', 'title': \"Love Me If You Dare (Jeux d'enfants) (2003)\", 'genres': 'Drama|Romance'}, {'movieId': '9018', 'title': 'Control Room (2004)', 'genres': 'Documentary|War'}, {'movieId': '25746', 'title': 'Hunchback of Notre Dame, The (1923)', 'genres': 'Drama|Horror'}, {'movieId': '25750', 'title': 'Sherlock Jr. (1924)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '25752', 'title': 'Freshman, The (1925)', 'genres': 'Comedy'}, {'movieId': '25753', 'title': 'Greed (1924)', 'genres': 'Drama'}, {'movieId': '25757', 'title': 'Jazz Singer, The (1927)', 'genres': 'Drama|Musical|Romance'}, {'movieId': '25769', 'title': 'Steamboat Bill, Jr. (1928)', 'genres': 'Comedy|Romance'}, {'movieId': '25771', 'title': 'Andalusian Dog, An (Chien andalou, Un) (1929)', 'genres': 'Fantasy'}, {'movieId': '25773', 'title': 'Little Caesar (1931)', 'genres': 'Crime|Drama'}, {'movieId': '25782', 'title': 'Boudu Saved From Drowning (Boudu sauvé des eaux) (1932)', 'genres': 'Comedy'}, {'movieId': '25788', 'title': 'Scarface (1932)', 'genres': 'Crime|Drama'}, {'movieId': '25795', 'title': 'Dinner at Eight (1933)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '25797', 'title': 'Gold Diggers of 1933 (1933)', 'genres': 'Musical'}, {'movieId': '25805', 'title': \"Atalante, L' (1934)\", 'genres': 'Comedy|Drama|Romance'}, {'movieId': '25825', 'title': 'Fury (1936)', 'genres': 'Drama|Film-Noir'}, {'movieId': '25826', 'title': 'Libeled Lady (1936)', 'genres': 'Comedy|Romance'}, {'movieId': '25827', 'title': 'Mr. Deeds Goes to Town (1936)', 'genres': 'Comedy|Romance'}, {'movieId': '25833', 'title': 'Camille (1936)', 'genres': 'Drama|Romance'}, {'movieId': '25834', 'title': 'Captains Courageous (1937)', 'genres': 'Adventure|Drama'}, {'movieId': '25841', 'title': 'Stage Door (1937)', 'genres': 'Drama'}, {'movieId': '25850', 'title': 'Holiday (1938)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '25855', 'title': 'Roaring Twenties, The (1939)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '25856', 'title': 'Wuthering Heights (1939)', 'genres': 'Drama|Romance'}, {'movieId': '25865', 'title': 'Letter, The (1940)', 'genres': 'Drama|Film-Noir'}, {'movieId': '25870', 'title': 'Here Comes Mr. Jordan (1941)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '25886', 'title': 'Random Harvest (1942)', 'genres': 'Drama|Romance'}, {'movieId': '25887', 'title': 'Tales of Manhattan (1942)', 'genres': 'Comedy|Drama'}, {'movieId': '25898', 'title': 'Day of Wrath (Vredens dag) (1943)', 'genres': 'Drama'}, {'movieId': '25905', 'title': \"Miracle of Morgan's Creek, The (1944)\", 'genres': 'Comedy|Romance'}, {'movieId': '25906', 'title': 'Mr. Skeffington (1944)', 'genres': 'Drama|Romance'}, {'movieId': '25923', 'title': 'Great Expectations (1946)', 'genres': 'Drama'}, {'movieId': '25927', 'title': 'Stranger, The (1946)', 'genres': 'Drama|Film-Noir|Thriller'}, {'movieId': '25937', 'title': 'Easter Parade (1948)', 'genres': 'Musical|Romance'}, {'movieId': '25940', 'title': 'Lady from Shanghai, The (1947)', 'genres': 'Drama|Film-Noir|Mystery'}, {'movieId': '25946', 'title': 'Three Musketeers, The (1948)', 'genres': 'Action|Adventure|Drama|Romance'}, {'movieId': '25947', 'title': 'Unfaithfully Yours (1948)', 'genres': 'Comedy'}, {'movieId': '25952', 'title': 'Letter to Three Wives, A (1949)', 'genres': 'Comedy|Drama'}, {'movieId': '25959', 'title': 'Annie Get Your Gun (1950)', 'genres': 'Comedy|Musical|Romance|Western'}, {'movieId': '25962', 'title': \"King Solomon's Mines (1950)\", 'genres': 'Action|Adventure|Romance'}, {'movieId': '25963', 'title': 'Young and the Damned, The (Olvidados, Los) (1950)', 'genres': 'Crime|Drama'}, {'movieId': '25996', 'title': 'Star Is Born, A (1954)', 'genres': 'Drama|Musical'}, {'movieId': '25999', 'title': 'The Wild One (1953)', 'genres': 'Drama'}, {'movieId': '26002', 'title': 'Confidential Report (1955)', 'genres': 'Crime|Drama|Mystery|Thriller'}, {'movieId': '26003', 'title': 'Night and Fog (Nuit et brouillard) (1955)', 'genres': 'Crime|Documentary|War'}, {'movieId': '26038', 'title': \"Teacher's Pet (1958)\", 'genres': 'Comedy|Romance'}, {'movieId': '26048', 'title': 'Human Condition II, The (Ningen no joken II) (1959)', 'genres': 'Drama|War'}, {'movieId': '26052', 'title': 'Pickpocket (1959)', 'genres': 'Crime|Drama'}, {'movieId': '26059', 'title': 'When a Woman Ascends the Stairs (Onna ga kaidan wo agaru toki) (1960)', 'genres': 'Drama'}, {'movieId': '26073', 'title': 'Human Condition III, The (Ningen no joken III) (1961)', 'genres': 'Drama|War'}, {'movieId': '26078', 'title': 'Advise and Consent (1962)', 'genres': 'Drama'}, {'movieId': '26082', 'title': 'Harakiri (Seppuku) (1962)', 'genres': 'Drama'}, {'movieId': '26084', 'title': 'Music Man, The (1962)', 'genres': 'Children|Comedy|Musical|Romance'}, {'movieId': '26085', 'title': 'Mutiny on the Bounty (1962)', 'genres': 'Adventure|Drama|Romance'}, {'movieId': '26095', 'title': 'Carabineers, The (Carabiniers, Les) (1963)', 'genres': 'Comedy|Drama|War'}, {'movieId': '26116', 'title': 'Hush... Hush, Sweet Charlotte (1964)', 'genres': 'Horror|Thriller'}, {'movieId': '26122', 'title': 'Onibaba (1964)', 'genres': 'Drama|Horror|War'}, {'movieId': '26124', 'title': 'Robinson Crusoe on Mars (1964)', 'genres': 'Sci-Fi'}, {'movieId': '26131', 'title': 'Battle of Algiers, The (La battaglia di Algeri) (1966)', 'genres': 'Drama|War'}, {'movieId': '26133', 'title': 'Charlie Brown Christmas, A (1965)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '26142', 'title': 'Major Dundee (1965)', 'genres': 'Adventure|War|Western'}, {'movieId': '26147', 'title': 'Thousand Clowns, A (1965)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '26150', 'title': 'Andrei Rublev (Andrey Rublyov) (1969)', 'genres': 'Drama|War'}, {'movieId': '26151', 'title': 'Au Hasard Balthazar (1966)', 'genres': 'Crime|Drama'}, {'movieId': '26152', 'title': 'Batman (1966)', 'genres': 'Action|Adventure|Comedy'}, {'movieId': '26158', 'title': 'Closely Watched Trains (Ostre sledované vlaky) (1966)', 'genres': 'Comedy|Drama|War'}, {'movieId': '26159', 'title': 'Tokyo Drifter (Tôkyô nagaremono) (1966)', 'genres': 'Action|Crime|Drama'}, {'movieId': '26169', 'title': 'Branded to Kill (Koroshi no rakuin) (1967)', 'genres': 'Action|Crime|Drama'}, {'movieId': '26171', 'title': 'Play Time (a.k.a. Playtime) (1967)', 'genres': 'Comedy'}, {'movieId': '26172', 'title': 'Point Blank (1967)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '26176', 'title': 'Titicut Follies (1967)', 'genres': 'Documentary|Drama'}, {'movieId': '26183', 'title': 'Asterix and Cleopatra (Astérix et Cléopâtre) (1968)', 'genres': 'Action|Adventure|Animation|Children|Comedy'}, {'movieId': '26184', 'title': 'Diamond Arm, The (Brilliantovaya ruka) (1968)', 'genres': 'Action|Adventure|Comedy|Crime|Thriller'}, {'movieId': '26195', 'title': 'Sympathy for the Devil (1968)', 'genres': 'Documentary|Musical'}, {'movieId': '26198', 'title': 'Yours, Mine and Ours (1968)', 'genres': 'Children|Comedy'}, {'movieId': '26225', 'title': \"Claire's Knee (Genou de Claire, Le) (1970)\", 'genres': 'Comedy|Romance'}, {'movieId': '26231', 'title': 'Performance (1970)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '26236', 'title': 'White Sun of the Desert, The (Beloe solntse pustyni) (1970)', 'genres': 'Action|Adventure|Comedy|Drama|Romance|War'}, {'movieId': '26237', 'title': 'Zabriskie Point (1970)', 'genres': 'Drama|Romance'}, {'movieId': '26242', 'title': 'Duel (1971)', 'genres': 'Action|Mystery|Thriller'}, {'movieId': '26249', 'title': 'They Call Me Trinity (1971)', 'genres': 'Comedy|Western'}, {'movieId': '26258', 'title': 'Topo, El (1970)', 'genres': 'Fantasy|Western'}, {'movieId': '26265', 'title': 'Dr. Phibes Rises Again (1972)', 'genres': 'Adventure|Comedy|Horror|Romance'}, {'movieId': '26283', 'title': 'Charley Varrick (1973)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '26285', 'title': 'Dark Star (1974)', 'genres': 'Comedy|Sci-Fi|Thriller'}, {'movieId': '26303', 'title': 'Sisters (1973)', 'genres': 'Horror|Thriller'}, {'movieId': '26308', 'title': 'Turkish Delight (Turks fruit) (1973)', 'genres': 'Drama|Romance'}, {'movieId': '26313', 'title': 'California Split (1974)', 'genres': 'Comedy|Drama'}, {'movieId': '26317', 'title': 'Emmanuelle (1974)', 'genres': 'Drama|Romance'}, {'movieId': '26322', 'title': 'Gone in 60 Seconds (1974)', 'genres': 'Action|Crime|Drama'}, {'movieId': '26326', 'title': 'Holy Mountain, The (Montaña sagrada, La) (1973)', 'genres': 'Drama'}, {'movieId': '26340', 'title': \"Twelve Tasks of Asterix, The (Les douze travaux d'Astérix) (1976)\", 'genres': 'Action|Adventure|Animation|Children|Comedy|Fantasy'}, {'movieId': '26344', 'title': 'French Connection II (1975)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '26347', 'title': 'Irony of Fate, or Enjoy Your Bath! (Ironiya sudby, ili S legkim parom!) (1975)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '26350', 'title': 'Passenger, The (Professione: reporter) (1975)', 'genres': 'Drama'}, {'movieId': '26357', 'title': 'Trilogy of Terror (1975)', 'genres': 'Horror|Thriller'}, {'movieId': '26359', 'title': '1900 (Novecento) (1976)', 'genres': 'Drama|War'}, {'movieId': '26365', 'title': 'Futureworld (1976)', 'genres': 'Sci-Fi|Thriller'}, {'movieId': '26366', 'title': 'Harlan County U.S.A. 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Joe: The Movie (1987)', 'genres': 'Action|Adventure|Animation|Children|Fantasy|Sci-Fi'}, {'movieId': '26593', 'title': 'Hell Comes to Frogtown (1988)', 'genres': 'Action|Comedy|Sci-Fi'}, {'movieId': '26599', 'title': 'Law of Desire (Ley del deseo, La) (1987)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '26603', 'title': 'Prince of Darkness (1987)', 'genres': 'Fantasy|Horror|Sci-Fi|Thriller'}, {'movieId': '26606', 'title': 'Chinese Ghost Story, A (Sinnui yauwan) (1987)', 'genres': 'Action|Fantasy|Horror|Romance'}, {'movieId': '26612', 'title': 'Better Tomorrow II, A (Ying hung boon sik II) (1987)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '26614', 'title': 'Bourne Identity, The (1988)', 'genres': 'Action|Adventure|Drama|Mystery|Thriller'}, {'movieId': '26622', 'title': 'Dominick and Eugene (1988)', 'genres': 'Drama'}, {'movieId': '26629', 'title': 'Killer Klowns from Outer Space (1988)', 'genres': 'Comedy|Horror|Sci-Fi'}, {'movieId': '26630', 'title': 'Moonwalker (1988)', 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'title': 'Krays, The (1990)', 'genres': 'Drama'}, {'movieId': '26696', 'title': 'Lionheart (1990)', 'genres': 'Action'}, {'movieId': '26700', 'title': 'Nuns on the Run (1990)', 'genres': 'Comedy|Crime'}, {'movieId': '26701', 'title': 'Patlabor: The Movie (Kidô keisatsu patorebâ: The Movie) (1989)', 'genres': 'Action|Animation|Crime|Drama|Film-Noir|Mystery|Sci-Fi|Thriller'}, {'movieId': '26704', 'title': 'State of Grace (1990)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '26712', 'title': '35 Up (1991)', 'genres': 'Documentary'}, {'movieId': '26713', 'title': 'Days of Being Wild (A Fei jingjyuhn) (1990)', 'genres': 'Drama|Romance'}, {'movieId': '26717', 'title': 'Begotten (1990)', 'genres': 'Drama|Horror'}, {'movieId': '26726', 'title': 'Dutch (1991)', 'genres': 'Comedy'}, {'movieId': '26729', 'title': 'Hearts of Darkness: A Filmmakers Apocalypse (1991)', 'genres': 'Documentary'}, {'movieId': '26732', 'title': 'Johnny Stecchino (1991)', 'genres': 'Comedy'}, {'movieId': '26736', 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Treat (2007)\", 'genres': 'Comedy|Horror|Thriller'}, {'movieId': '71518', 'title': 'Whip It (2009)', 'genres': 'Comedy|Drama'}, {'movieId': '71520', 'title': 'Invention of Lying, The (2009)', 'genres': 'Comedy'}, {'movieId': '71530', 'title': 'Surrogates (2009)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '71535', 'title': 'Zombieland (2009)', 'genres': 'Action|Comedy|Horror'}, {'movieId': '71550', 'title': 'Assassination of a High School President (2008)', 'genres': 'Comedy|Drama|Mystery'}, {'movieId': '71579', 'title': 'Education, An (2009)', 'genres': 'Drama|Romance'}, {'movieId': '71619', 'title': 'Coco Before Chanel (Coco avant Chanel) (2009)', 'genres': 'Drama'}, {'movieId': '71640', 'title': 'Burma VJ: Reporting from a Closed Country (Burma VJ: Reporter i et lukket land) (2008)', 'genres': 'Documentary'}, {'movieId': '71668', 'title': 'Couples Retreat (2009)', 'genres': 'Comedy|Romance'}, {'movieId': '71732', 'title': 'I Sell the Dead (2008)', 'genres': 'Comedy|Horror'}, 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'genres': 'Horror|Thriller'}, {'movieId': '89281', 'title': 'Birdemic: Shock and Terror (2010)', 'genres': 'Romance|Thriller'}, {'movieId': '89305', 'title': 'Inbetweeners Movie, The (2011)', 'genres': 'Adventure|Comedy'}, {'movieId': '89343', 'title': 'Red State (2011)', 'genres': 'Action|Crime|Horror|Thriller'}, {'movieId': '89386', 'title': 'Pearl Jam Twenty (2011)', 'genres': 'Documentary|Musical'}, {'movieId': '89388', 'title': \"I Don't Know How She Does It (2011)\", 'genres': 'Comedy'}, {'movieId': '89427', 'title': 'Shark Night 3D (2011)', 'genres': 'Horror|Thriller'}, {'movieId': '89470', 'title': 'Contagion (2011)', 'genres': 'Sci-Fi|Thriller|IMAX'}, {'movieId': '89492', 'title': 'Moneyball (2011)', 'genres': 'Drama'}, {'movieId': '89580', 'title': 'Neds (2010)', 'genres': 'Drama'}, {'movieId': '89582', 'title': 'Cold Fish (Tsumetai nettaigyo) (2010)', 'genres': 'Drama|Thriller'}, {'movieId': '89586', 'title': 'Phineas and Ferb the Movie: Across the 2nd Dimension (2011)', 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Hyakuoku pawâ no senshi) (1992)', 'genres': 'Action|Adventure|Animation'}, {'movieId': '95475', 'title': \"Dragon Ball Z: Cooler's Revenge (Doragon bôru Z 5: Tobikkiri no saikyô tai saikyô) (1991)\", 'genres': 'Action|Adventure|Animation'}, {'movieId': '95497', 'title': 'Dragon Ball Z: Super Android 13! (Doragon bôru Z 7: Kyokugen batoru!! San dai sûpâ saiyajin) (1992)', 'genres': 'Action|Adventure|Animation'}, {'movieId': '95499', 'title': 'Dragon Ball Z: Broly - The Legendary Super Saiyan (Doragon bôru Z 8: Moetsukiro!! Nessen retsusen-chô gekisen) (1993)', 'genres': 'Action|Adventure|Animation'}, {'movieId': '95508', 'title': 'Cleanskin (2012)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '95510', 'title': 'Amazing Spider-Man, The (2012)', 'genres': 'Action|Adventure|Sci-Fi|IMAX'}, {'movieId': '95519', 'title': 'Dragon Ball Z: Bojack Unbound (Doragon bôru Z 9: Ginga girigiri!! Butchigiri no sugoi yatsu) (1993)', 'genres': 'Action|Adventure|Animation|Fantasy'}, {'movieId': '95543', 'title': 'Ice Age 4: Continental Drift (2012)', 'genres': 'Adventure|Animation|Comedy'}, {'movieId': '95558', 'title': 'Beasts of the Southern Wild (2012)', 'genres': 'Drama|Fantasy'}, {'movieId': '95583', 'title': 'Savages (2012)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '95624', 'title': 'Firm, The (2009)', 'genres': 'Drama'}, {'movieId': '95633', 'title': 'Spirit Camp (2009)', 'genres': 'Horror'}, {'movieId': '95654', 'title': \"Geri's Game (1997)\", 'genres': 'Animation|Children'}, {'movieId': '95690', 'title': 'Some Guy Who Kills People (2011)', 'genres': 'Comedy|Thriller'}, {'movieId': '95717', 'title': 'Treasure Island (2012)', 'genres': 'Adventure'}, {'movieId': '95720', 'title': 'Watch, The (2012)', 'genres': 'Comedy|Sci-Fi'}, {'movieId': '95738', 'title': 'Adventures of Mary-Kate and Ashley, The: The Case of the Christmas Caper (1995)', 'genres': 'Children|Musical|Mystery'}, {'movieId': '95744', 'title': '2 Days in New York (2012)', 'genres': 'Comedy'}, {'movieId': '95761', 'title': 'Killer Joe (2011)', 'genres': 'Crime|Thriller'}, {'movieId': '95771', 'title': 'Dragon Ball Z: Broly Second Coming (Doragon bôru Z 10: Kiken na futari! 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Katsu no wa ore da) (1994)', 'genres': 'Action|Adventure|Animation'}, {'movieId': '95796', 'title': 'Anaconda: The Offspring (2008)', 'genres': 'Action|Horror|Sci-Fi|Thriller'}, {'movieId': '95839', 'title': 'Christmas Carol, A (1999)', 'genres': 'Drama|Fantasy'}, {'movieId': '95843', 'title': 'Goodbye Charlie (1964)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '95858', 'title': 'For the Birds (2000)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '95873', 'title': 'Ruby Sparks (2012)', 'genres': 'Comedy|Fantasy|Romance'}, {'movieId': '95875', 'title': 'Total Recall (2012)', 'genres': 'Action|Sci-Fi|Thriller'}, {'movieId': '95939', 'title': \"Angels' Share, The (2012)\", 'genres': 'Comedy|Drama'}, {'movieId': '95949', 'title': 'Immature, The (Immaturi) (2011)', 'genres': 'Comedy'}, {'movieId': '95965', 'title': 'Dragon Ball Z: Bardock - The Father of Goku (Doragon bôru Z: Tatta hitori no saishuu kessen - Furiiza ni itonda Z senshi Kakarotto no chichi) (1990)', 'genres': 'Action|Adventure|Animation'}, {'movieId': '96004', 'title': 'Dragon Ball Z: The History of Trunks (Doragon bôru Z: Zetsubô e no hankô!! Nokosareta chô senshi - Gohan to Torankusu) (1993)', 'genres': 'Action|Adventure|Animation'}, {'movieId': '96007', 'title': \"Dragon Ball GT: A Hero's Legacy (Doragon bôru GT: Gokû gaiden! Yûki no akashi wa sû-shin-chû) (1997)\", 'genres': 'Action|Adventure|Animation'}, {'movieId': '96020', 'title': 'Sidewalls (Medianeras) (2011)', 'genres': 'Drama'}, {'movieId': '96079', 'title': 'Skyfall (2012)', 'genres': 'Action|Adventure|Thriller|IMAX'}, {'movieId': '96084', 'title': 'Hands Over the City (Le mani sulla città) (1963)', 'genres': 'Drama'}, {'movieId': '96110', 'title': 'Campaign, The (2012)', 'genres': 'Comedy'}, {'movieId': '96114', 'title': 'Brake (2012)', 'genres': 'Crime|Thriller'}, {'movieId': '96121', 'title': 'Hope Springs (2012)', 'genres': 'Comedy|Drama'}, {'movieId': '96150', 'title': 'Queen of Versailles, The (2012)', 'genres': 'Documentary'}, {'movieId': '96281', 'title': 'ParaNorman (2012)', 'genres': 'Adventure|Animation|Comedy'}, {'movieId': '96283', 'title': 'Diary of a Wimpy Kid: Dog Days (2012)', 'genres': 'Children|Comedy'}, {'movieId': '96373', 'title': 'Broken (2012)', 'genres': 'Drama'}, {'movieId': '96411', 'title': '6 Days to Air: The Making of South Park (2011)', 'genres': 'Documentary'}, {'movieId': '96417', 'title': 'Premium Rush (2012)', 'genres': 'Action|Thriller'}, {'movieId': '96430', 'title': 'Odd Life of Timothy Green, The (2012)', 'genres': 'Comedy|Drama|Fantasy'}, {'movieId': '96432', 'title': 'Lawless (2012)', 'genres': 'Crime|Drama'}, {'movieId': '96448', 'title': 'Piranha 3DD (a.k.a. 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'genres': 'Horror|IMAX'}, {'movieId': '97742', 'title': 'Alex Cross (2012)', 'genres': 'Action|Crime|Mystery|Thriller'}, {'movieId': '97752', 'title': 'Cloud Atlas (2012)', 'genres': 'Drama|Sci-Fi|IMAX'}, {'movieId': '97757', 'title': \"'Hellboy': The Seeds of Creation (2004)\", 'genres': 'Action|Adventure|Comedy|Documentary|Fantasy'}, {'movieId': '97785', 'title': 'Silent Hill: Revelation 3D (2012)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '97836', 'title': 'Here Comes the Boom (2012)', 'genres': 'Action|Comedy'}, {'movieId': '97858', 'title': 'Mental (2012)', 'genres': 'Comedy|Drama'}, {'movieId': '97860', 'title': 'Killing Them Softly (2012)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '97866', 'title': 'Imposter, The (2012)', 'genres': 'Documentary'}, {'movieId': '97870', 'title': 'Sessions, The (Surrogate, The) (2012)', 'genres': 'Drama'}, {'movieId': '97904', 'title': 'Smashed (2012)', 'genres': 'Comedy|Drama'}, {'movieId': '97913', 'title': 'Wreck-It Ralph (2012)', 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'Action|Comedy'}, {'movieId': '98503', 'title': 'Half a Loaf of Kung Fu (Dian zhi gong fu gan chian chan) (1980)', 'genres': 'Action|Comedy'}, {'movieId': '98585', 'title': 'Hitchcock (2012)', 'genres': 'Drama'}, {'movieId': '98604', 'title': 'From Up on Poppy Hill (Kokuriko-zaka kara) (2011)', 'genres': 'Animation|Drama|Romance'}, {'movieId': '98607', 'title': 'Redline (2009)', 'genres': 'Action|Animation|Sci-Fi'}, {'movieId': '98623', 'title': 'Winners and Sinners (Qi mou miao ji: Wu fu xing) (1983)', 'genres': 'Action|Comedy|Crime'}, {'movieId': '98633', 'title': 'My Lucky Stars (Fuk sing go jiu) (1985)', 'genres': 'Action|Comedy'}, {'movieId': '98697', 'title': \"Money Money Money (L'aventure, c'est l'aventure) (1972)\", 'genres': 'Adventure|Comedy'}, {'movieId': '98799', 'title': \"Liar's Autobiography: The Untrue Story of Monty Python's Graham Chapman, A (2012)\", 'genres': 'Animation|Comedy'}, {'movieId': '98809', 'title': 'Hobbit: An Unexpected Journey, The (2012)', 'genres': 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(2015)', 'genres': 'Animation'}, {'movieId': '139642', 'title': 'Southpaw (2015)', 'genres': 'Action|Drama'}, {'movieId': '139644', 'title': 'Sicario (2015)', 'genres': 'Crime|Drama|Mystery'}, {'movieId': '139655', 'title': 'Goodnight Mommy (Ich seh ich seh) (2014)', 'genres': 'Drama|Fantasy|Horror|Thriller'}, {'movieId': '139717', 'title': '10 Cent Pistol (2015)', 'genres': 'Crime|Thriller'}, {'movieId': '139747', 'title': 'Before We Go (2014)', 'genres': 'Romance'}, {'movieId': '139855', 'title': 'Anomalisa (2015)', 'genres': 'Animation|Comedy|Fantasy'}, {'movieId': '139857', 'title': 'Colonia (2016)', 'genres': 'Thriller'}, {'movieId': '139859', 'title': 'Ghost in the Shell Arise - Border 2: Ghost Whispers (2013)', 'genres': 'Action|Animation|Sci-Fi|Thriller'}, {'movieId': '139915', 'title': 'How to Make Love Like an Englishman (2014)', 'genres': 'Comedy|Romance'}, {'movieId': '139994', 'title': 'Fracchia contro Dracula (1985)', 'genres': 'Comedy|Horror'}, {'movieId': '140016', 'title': 'Always Watching: A Marble Hornets Story (2015)', 'genres': 'Horror'}, {'movieId': '140038', 'title': 'Madly in Love (1981)', 'genres': 'Comedy'}, {'movieId': '140110', 'title': 'The Intern (2015)', 'genres': 'Comedy'}, {'movieId': '140133', 'title': 'Hollywood Chainsaw Hookers (1988)', 'genres': 'Comedy|Horror'}, {'movieId': '140162', 'title': 'Love (2015)', 'genres': 'Drama|Romance'}, {'movieId': '140174', 'title': 'Room (2015)', 'genres': 'Drama'}, {'movieId': '140237', 'title': 'The Runner (2015)', 'genres': 'Drama'}, {'movieId': '140247', 'title': 'The Gift (2015)', 'genres': 'Drama|Horror'}, {'movieId': '140265', 'title': \"George Carlin: Jammin' in New York (1992)\", 'genres': 'Comedy'}, {'movieId': '140267', 'title': 'The Witch (2015)', 'genres': 'Horror'}, {'movieId': '140289', 'title': 'Men & Chicken (2015)', 'genres': 'Comedy|Drama'}, {'movieId': '140301', 'title': 'The Escort (2015)', 'genres': 'Comedy|Romance'}, {'movieId': '140359', 'title': 'Doctor Who: The 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'title': \"Miss Peregrine's Home for Peculiar Children (2016)\", 'genres': 'Fantasy'}, {'movieId': '162602', 'title': 'The Girl on the Train (2016)', 'genres': 'Thriller'}, {'movieId': '162606', 'title': 'The Accountant (2016)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '162828', 'title': 'Imperium (2016)', 'genres': 'Crime|Drama|Thriller'}, {'movieId': '162968', 'title': 'Kizumonogatari Part 1: Tekketsu (2016)', 'genres': 'Action|Animation|Mystery'}, {'movieId': '162982', 'title': 'Steins;Gate the Movie: The Burden of Déjà vu (2013)', 'genres': 'Animation|Drama|Sci-Fi'}, {'movieId': '163056', 'title': 'Shin Godzilla (2016)', 'genres': 'Action|Adventure|Fantasy|Sci-Fi'}, {'movieId': '163072', 'title': 'Winnie Pooh (1969)', 'genres': 'Animation|Children'}, {'movieId': '163112', 'title': 'Winnie the Pooh Goes Visiting (1971)', 'genres': 'Animation'}, {'movieId': '163134', 'title': 'Your Name. 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(1983)', 'genres': 'Animation|Children|Comedy|Fantasy'}, {'movieId': '173355', 'title': 'Travels of an Ant (1983)', 'genres': 'Animation'}, {'movieId': '173535', 'title': 'The Adventures of Sherlock Holmes and Doctor Watson: The Hunt for the Tiger (1980)', 'genres': '(no genres listed)'}, {'movieId': '173619', 'title': 'Fugitives (1986)', 'genres': 'Comedy|Crime'}, {'movieId': '173751', 'title': 'Tiger Raid (2016)', 'genres': 'Thriller'}, {'movieId': '173873', 'title': \"Gulliver's Travels (1996)\", 'genres': 'Adventure|Children|Fantasy'}, {'movieId': '173925', 'title': 'Seven Sisters (2017)', 'genres': 'Sci-Fi|Thriller'}, {'movieId': '173941', 'title': 'Atomic Blonde (2017)', 'genres': 'Thriller'}, {'movieId': '173963', 'title': 'Empties (2007)', 'genres': 'Comedy'}, {'movieId': '174045', 'title': 'Goon: Last of the Enforcers (2017)', 'genres': 'Comedy'}, {'movieId': '174053', 'title': 'Black Mirror: White Christmas (2014)', 'genres': 'Drama|Horror|Mystery|Sci-Fi|Thriller'}, {'movieId': '174055', 'title': 'Dunkirk (2017)', 'genres': 'Action|Drama|Thriller|War'}, {'movieId': '174141', 'title': 'Belladonna of Sadness (1973)', 'genres': 'Animation|Drama|Fantasy'}, {'movieId': '174403', 'title': 'The Putin Interviews (2017)', 'genres': '(no genres listed)'}, {'movieId': '174479', 'title': 'Unedited Footage of a Bear (2014)', 'genres': 'Horror|Thriller'}, {'movieId': '174551', 'title': 'Obsession (1965)', 'genres': 'Comedy'}, {'movieId': '174681', 'title': 'Oh, Hello: On Broadway (2017)', 'genres': 'Comedy'}, {'movieId': '174727', 'title': 'Good Time (2017)', 'genres': 'Crime|Drama'}, {'movieId': '174737', 'title': 'Don Camillo in Moscow (1965)', 'genres': 'Comedy'}, {'movieId': '174815', 'title': 'The House (2017)', 'genres': 'Comedy'}, {'movieId': '174909', 'title': 'Logan Lucky (2017)', 'genres': 'Comedy'}, {'movieId': '175197', 'title': 'The Dark Tower (2017)', 'genres': 'Fantasy|Horror|Sci-Fi|Western'}, {'movieId': '175199', 'title': 'Annabelle: Creation (2017)', 'genres': 'Horror'}, {'movieId': '175293', 'title': 'Gena the Crocodile (1969)', 'genres': 'Animation|Children'}, {'movieId': '175303', 'title': 'It (2017)', 'genres': 'Horror'}, {'movieId': '175387', 'title': 'On the Trail of the Bremen Town Musicians (1973)', 'genres': 'Adventure|Animation|Children'}, {'movieId': '175397', 'title': 'In the blue sea, in the white foam. (1984)', 'genres': 'Animation|Children|Fantasy'}, {'movieId': '175401', 'title': 'Wolf and Calf (1984)', 'genres': 'Animation'}, {'movieId': '175431', 'title': 'Bobik Visiting Barbos (1977)', 'genres': 'Animation|Comedy'}, {'movieId': '175435', 'title': 'The Magic Ring (1982)', 'genres': 'Animation|Fantasy'}, {'movieId': '175475', 'title': 'The Emoji Movie (2017)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '175485', 'title': 'Death Note (2017)', 'genres': 'Horror|Thriller'}, {'movieId': '175569', 'title': 'Wind River (2017)', 'genres': 'Action|Crime|Mystery|Thriller'}, {'movieId': '175577', 'title': 'Rory Scovel Tries Stand-Up for the First Time (2017)', 'genres': 'Comedy'}, {'movieId': '175585', 'title': 'Shot Caller (2017)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '175661', 'title': \"The Hitman's Bodyguard (2017)\", 'genres': 'Action|Comedy'}, {'movieId': '175693', 'title': 'Rick and Morty: State of Georgia Vs. Denver Fenton Allen (2016)', 'genres': 'Comedy|Crime'}, {'movieId': '175705', 'title': 'Themroc (1973)', 'genres': 'Comedy|Horror'}, {'movieId': '175707', 'title': 'A German Life (2016)', 'genres': 'Documentary'}, {'movieId': '175743', 'title': 'Self-criticism of a Bourgeois Dog (2017)', 'genres': 'Comedy'}, {'movieId': '175781', 'title': 'Der Herr Karl (1961)', 'genres': 'Comedy'}, {'movieId': '176051', 'title': 'LEGO DC Super Hero Girls: Brain Drain (2017)', 'genres': 'Animation'}, {'movieId': '176101', 'title': 'Kingsman: The Golden Circle (2017)', 'genres': 'Action|Adventure|Comedy'}, {'movieId': '176329', 'title': 'Ari Shaffir: Double Negative (2017)', 'genres': 'Comedy'}, {'movieId': '176371', 'title': 'Blade Runner 2049 (2017)', 'genres': 'Sci-Fi'}, {'movieId': '176389', 'title': 'The Nut Job 2: Nutty by Nature (2017)', 'genres': 'Adventure|Animation|Children|Comedy'}, {'movieId': '176413', 'title': 'Bliss (2012)', 'genres': 'Drama'}, {'movieId': '176415', 'title': 'Alles Inklusive (2014)', 'genres': 'Comedy|Drama'}, {'movieId': '176419', 'title': 'Mother! (2017)', 'genres': 'Drama|Horror|Mystery|Thriller'}, {'movieId': '176423', 'title': 'Icarus (2017)', 'genres': 'Documentary'}, {'movieId': '176579', 'title': 'Cage Dive (2017)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '176601', 'title': 'Black Mirror', 'genres': '(no genres listed)'}, {'movieId': '176621', 'title': \"Boniface's Holiday (1965)\", 'genres': 'Animation|Children|Comedy|Romance'}, {'movieId': '176751', 'title': 'American Made (2017)', 'genres': 'Crime|Thriller'}, {'movieId': '176805', 'title': 'Little Boxes (2017)', 'genres': 'Comedy|Drama'}, {'movieId': '176935', 'title': 'Geostorm (2017)', 'genres': 'Action'}, {'movieId': '177185', 'title': 'Maz Jobrani: Immigrant (2017)', 'genres': 'Comedy'}, {'movieId': '177285', 'title': 'Sword Art Online The Movie: Ordinal Scale (2017)', 'genres': 'Action|Adventure|Animation|Fantasy|Sci-Fi'}, {'movieId': '177593', 'title': 'Three Billboards Outside Ebbing, Missouri (2017)', 'genres': 'Crime|Drama'}, {'movieId': '177615', 'title': 'Lady Bird (2017)', 'genres': 'Comedy'}, {'movieId': '177763', 'title': 'Murder on the Orient Express (2017)', 'genres': 'Crime|Drama|Mystery'}, {'movieId': '177765', 'title': 'Coco (2017)', 'genres': 'Adventure|Animation|Children'}, {'movieId': '177939', 'title': 'The Night Is Short, Walk on Girl (2017)', 'genres': 'Animation|Romance'}, {'movieId': '178061', 'title': 'I, Tonya (2017)', 'genres': 'Drama'}, {'movieId': '178111', 'title': 'Fireworks, Should We See It from the Side or the Bottom? (2017)', 'genres': 'Animation'}, {'movieId': '178129', 'title': 'Adventures in Plymptoons! (2011)', 'genres': 'Documentary'}, {'movieId': '178323', 'title': 'Gaga: Five Foot Two (2017)', 'genres': 'Documentary'}, {'movieId': '178613', 'title': \"Dave Chappelle: Killin' Them Softly (2000)\", 'genres': 'Comedy'}, {'movieId': '178615', 'title': 'Front Cover (2016)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '178827', 'title': 'Paddington 2 (2017)', 'genres': 'Adventure|Animation|Children|Comedy'}, {'movieId': '179053', 'title': '2048: Nowhere to Run (2017)', 'genres': 'Sci-Fi|Thriller'}, {'movieId': '179073', 'title': 'Male Hunt (1964)', 'genres': 'Comedy'}, {'movieId': '179119', 'title': 'The Death of Stalin (2017)', 'genres': 'Comedy'}, {'movieId': '179133', 'title': 'Loving Vincent (2017)', 'genres': 'Animation|Crime|Drama'}, {'movieId': '179135', 'title': 'Blue Planet II (2017)', 'genres': 'Documentary'}, {'movieId': '179211', 'title': 'Christina P: Mother Inferior (2017)', 'genres': 'Comedy'}, {'movieId': '179401', 'title': 'Jumanji: Welcome to the Jungle (2017)', 'genres': 'Action|Adventure|Children'}, {'movieId': '179427', 'title': 'Dane Cook: Troublemaker (2014)', 'genres': 'Comedy'}, {'movieId': '179491', 'title': 'Mayhem (2017)', 'genres': 'Action|Horror'}, {'movieId': '179511', 'title': 'Emerald Green (2016)', 'genres': 'Adventure|Drama|Fantasy|Romance'}, {'movieId': '179709', 'title': 'Wonder Wheel (2017)', 'genres': 'Drama'}, {'movieId': '179749', 'title': 'Creep 2 (2017)', 'genres': 'Comedy|Horror'}, {'movieId': '179813', 'title': 'LBJ (2017)', 'genres': 'Drama'}, {'movieId': '179815', 'title': 'Roman J. Israel, Esq. (2017)', 'genres': 'Drama|Thriller'}, {'movieId': '179817', 'title': 'Darkest Hour (2017)', 'genres': 'Drama|War'}, {'movieId': '179819', 'title': 'Star Wars: The Last Jedi (2017)', 'genres': 'Action|Adventure|Fantasy|Sci-Fi'}, {'movieId': '179953', 'title': 'A Bad Moms Christmas (2017)', 'genres': 'Comedy'}, {'movieId': '180031', 'title': 'The Shape of Water (2017)', 'genres': 'Adventure|Drama|Fantasy'}, {'movieId': '180045', 'title': \"Molly's Game (2017)\", 'genres': 'Drama'}, {'movieId': '180095', 'title': 'Wonder (2017)', 'genres': 'Drama'}, {'movieId': '180231', 'title': \"Daddy's Home 2 (2017)\", 'genres': 'Comedy|Drama'}, {'movieId': '180263', 'title': 'The Shining (1997)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '180265', 'title': 'Jim & Andy: The Great Beyond (2017)', 'genres': 'Documentary'}, {'movieId': '180297', 'title': 'The Disaster Artist (2017)', 'genres': 'Comedy|Drama'}, {'movieId': '180497', 'title': 'The Post (2017)', 'genres': 'Drama|Thriller'}, {'movieId': '180777', 'title': 'Die Frauen von Ravensbrück (2005)', 'genres': 'Documentary'}, {'movieId': '180985', 'title': 'The Greatest Showman (2017)', 'genres': 'Drama'}, {'movieId': '180987', 'title': 'Ferdinand (2017)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '181065', 'title': 'Jack Whitehall: At Large (2017)', 'genres': 'Comedy'}, {'movieId': '181139', 'title': 'Lynne Koplitz: Hormonal Beast (2017)', 'genres': 'Comedy'}, {'movieId': '181315', 'title': 'Phantom Thread (2017)', 'genres': 'Drama|Romance'}, {'movieId': '181413', 'title': 'Too Funny to Fail: The Life and Death of The Dana Carvey Show (2017)', 'genres': '(no genres listed)'}, {'movieId': '181659', 'title': 'Craig Ferguson: Tickle Fight (2017)', 'genres': 'Comedy'}, {'movieId': '181719', 'title': 'Serving in Silence: The Margarethe Cammermeyer Story (1995)', 'genres': '(no genres listed)'}, {'movieId': '182293', 'title': 'Hare-um Scare-um (1939)', 'genres': 'Animation|Children|Comedy'}, {'movieId': '182297', 'title': 'Porky in Wackyland (1938)', 'genres': 'Animation|Comedy|Fantasy'}, {'movieId': '182299', 'title': \"Porky's Hare Hunt (1938)\", 'genres': 'Animation|Children|Comedy'}, {'movieId': '182639', 'title': 'The Second Renaissance Part II (2003)', 'genres': 'Animation|Sci-Fi'}, {'movieId': '182715', 'title': 'Annihilation (2018)', 'genres': 'Adventure|Mystery|Sci-Fi|Thriller'}, {'movieId': '182727', 'title': 'A Christmas Story Live! (2017)', 'genres': '(no genres listed)'}, {'movieId': '182731', 'title': 'Pixel Perfect (2004)', 'genres': 'Children|Comedy|Sci-Fi'}, {'movieId': '182749', 'title': 'Judd Apatow: The Return (2017)', 'genres': 'Comedy'}, {'movieId': '182793', 'title': 'The Purple Sea (2009)', 'genres': 'Drama'}, {'movieId': '182823', 'title': 'Bright (2017)', 'genres': 'Action|Crime|Fantasy'}, {'movieId': '183011', 'title': 'The Commuter (2018)', 'genres': 'Crime|Drama|Mystery|Thriller'}, {'movieId': '183197', 'title': 'Dave Chappelle: Equanimity (2017)', 'genres': 'Comedy'}, {'movieId': '183199', 'title': 'Quest (2017)', 'genres': 'Documentary'}, {'movieId': '183227', 'title': 'Dave Chappelle: The Bird Revelation (2017)', 'genres': 'Comedy'}, {'movieId': '183295', 'title': 'Insidious: The Last Key (2018)', 'genres': 'Horror|Mystery|Thriller'}, {'movieId': '183301', 'title': 'The Tale of the Bunny Picnic (1986)', 'genres': 'Children'}, {'movieId': '183317', 'title': 'Patti Rocks (1988)', 'genres': 'Comedy|Drama'}, {'movieId': '183611', 'title': 'Game Night (2018)', 'genres': 'Action|Comedy|Crime|Horror'}, {'movieId': '183635', 'title': 'Maze Runner: The Death Cure (2018)', 'genres': 'Action|Mystery|Sci-Fi|Thriller'}, {'movieId': '183897', 'title': 'Isle of Dogs (2018)', 'genres': 'Animation|Comedy'}, {'movieId': '183911', 'title': 'The Clapper (2018)', 'genres': 'Comedy'}, {'movieId': '183959', 'title': 'Tom Segura: Disgraceful (2018)', 'genres': 'Comedy'}, {'movieId': '184015', 'title': 'When We First Met (2018)', 'genres': 'Comedy'}, {'movieId': '184053', 'title': 'Battle Planet (2008)', 'genres': 'Action|Sci-Fi'}, {'movieId': '184245', 'title': 'De platte jungle (1978)', 'genres': 'Documentary'}, {'movieId': '184253', 'title': 'The Cloverfield Paradox (2018)', 'genres': 'Horror|Mystery|Sci-Fi|Thriller'}, {'movieId': '184257', 'title': 'Making a Murderer (2015)', 'genres': 'Crime|Documentary'}, {'movieId': '184349', 'title': 'Elsa & Fred (2005)', 'genres': 'Comedy|Drama|Romance'}, {'movieId': '184471', 'title': 'Tomb Raider (2018)', 'genres': 'Action|Adventure|Fantasy'}, {'movieId': '184641', 'title': 'Fullmetal Alchemist 2018 (2017)', 'genres': 'Action|Adventure|Fantasy'}, {'movieId': '184721', 'title': 'First Reformed (2017)', 'genres': 'Drama|Thriller'}, {'movieId': '184791', 'title': 'Fred Armisen: Standup for Drummers (2018)', 'genres': 'Comedy'}, {'movieId': '184931', 'title': 'Death Wish (2018)', 'genres': 'Action|Crime|Drama|Thriller'}, {'movieId': '184987', 'title': 'A Wrinkle in Time (2018)', 'genres': 'Adventure|Children|Fantasy|Sci-Fi'}, {'movieId': '184997', 'title': 'Love, Simon (2018)', 'genres': 'Comedy|Drama'}, {'movieId': '185029', 'title': 'A Quiet Place (2018)', 'genres': 'Drama|Horror|Thriller'}, {'movieId': '185031', 'title': 'Alpha (2018)', 'genres': 'Adventure|Thriller'}, {'movieId': '185033', 'title': 'I Kill Giants (2018)', 'genres': 'Drama|Fantasy|Thriller'}, {'movieId': '185135', 'title': 'Sherlock - A Study in Pink (2010)', 'genres': 'Crime'}, {'movieId': '185435', 'title': 'Game Over, Man! (2018)', 'genres': 'Action|Comedy'}, {'movieId': '185473', 'title': 'Blockers (2018)', 'genres': 'Comedy'}, {'movieId': '185585', 'title': 'Pacific Rim: Uprising (2018)', 'genres': 'Action|Fantasy|Sci-Fi'}, {'movieId': '186587', 'title': 'Rampage (2018)', 'genres': 'Action|Adventure|Sci-Fi'}, {'movieId': '187031', 'title': 'Jurassic World: Fallen Kingdom (2018)', 'genres': 'Action|Adventure|Drama|Sci-Fi|Thriller'}, {'movieId': '187541', 'title': 'Incredibles 2 (2018)', 'genres': 'Action|Adventure|Animation|Children'}, {'movieId': '187593', 'title': 'Deadpool 2 (2018)', 'genres': 'Action|Comedy|Sci-Fi'}, {'movieId': '187595', 'title': 'Solo: A Star Wars Story (2018)', 'genres': 'Action|Adventure|Children|Sci-Fi'}, {'movieId': '187717', 'title': \"Won't You Be My Neighbor? (2018)\", 'genres': 'Documentary'}, {'movieId': '188189', 'title': 'Sorry to Bother You (2018)', 'genres': 'Comedy|Fantasy|Sci-Fi'}, {'movieId': '188301', 'title': 'Ant-Man and the Wasp (2018)', 'genres': 'Action|Adventure|Comedy|Fantasy|Sci-Fi'}, {'movieId': '188675', 'title': 'Dogman (2018)', 'genres': 'Crime|Drama'}, {'movieId': '188751', 'title': 'Mamma Mia: Here We Go Again! (2018)', 'genres': 'Comedy|Romance'}, {'movieId': '188797', 'title': 'Tag (2018)', 'genres': 'Comedy'}, {'movieId': '188833', 'title': 'The Man Who Killed Don Quixote (2018)', 'genres': 'Adventure|Comedy|Fantasy'}, {'movieId': '189043', 'title': 'Boundaries (2018)', 'genres': 'Comedy|Drama'}, {'movieId': '189111', 'title': 'Spiral (2018)', 'genres': 'Documentary'}, {'movieId': '189333', 'title': 'Mission: Impossible - Fallout (2018)', 'genres': 'Action|Adventure|Thriller'}, {'movieId': '189381', 'title': 'SuperFly (2018)', 'genres': 'Action|Crime|Thriller'}, {'movieId': '189547', 'title': 'Iron Soldier (2010)', 'genres': 'Action|Sci-Fi'}, {'movieId': '189713', 'title': 'BlacKkKlansman (2018)', 'genres': 'Comedy|Crime|Drama'}, {'movieId': '190183', 'title': 'The Darkest Minds (2018)', 'genres': 'Sci-Fi|Thriller'}, {'movieId': '190207', 'title': 'Tilt (2011)', 'genres': 'Drama|Romance'}, {'movieId': '190209', 'title': 'Jeff Ross Roasts the Border (2017)', 'genres': 'Comedy'}, {'movieId': '190213', 'title': 'John From (2015)', 'genres': 'Drama'}, {'movieId': '190215', 'title': 'Liquid Truth (2017)', 'genres': 'Drama'}, {'movieId': '190219', 'title': 'Bunny (1998)', 'genres': 'Animation'}, {'movieId': '190221', 'title': 'Hommage à Zgougou (et salut à Sabine Mamou) (2002)', 'genres': 'Documentary'}, {'movieId': '191005', 'title': 'Gintama (2017)', 'genres': 'Action|Adventure|Comedy|Sci-Fi'}, {'movieId': '193565', 'title': 'Gintama: The Movie (2010)', 'genres': 'Action|Animation|Comedy|Sci-Fi'}, {'movieId': '193567', 'title': 'anohana: The Flower We Saw That Day - The Movie (2013)', 'genres': 'Animation|Drama'}, {'movieId': '193571', 'title': 'Silver Spoon (2014)', 'genres': 'Comedy|Drama'}, {'movieId': '193573', 'title': 'Love Live! The School Idol Movie (2015)', 'genres': 'Animation'}, {'movieId': '193579', 'title': 'Jon Stewart Has Left the Building (2015)', 'genres': 'Documentary'}, {'movieId': '193581', 'title': 'Black Butler: Book of the Atlantic (2017)', 'genres': 'Action|Animation|Comedy|Fantasy'}, {'movieId': '193583', 'title': 'No Game No Life: Zero (2017)', 'genres': 'Animation|Comedy|Fantasy'}, {'movieId': '193585', 'title': 'Flint (2017)', 'genres': 'Drama'}, {'movieId': '193587', 'title': 'Bungo Stray Dogs: Dead Apple (2018)', 'genres': 'Action|Animation'}, {'movieId': '193609', 'title': 'Andrew Dice Clay: Dice Rules (1991)', 'genres': 'Comedy'}]\n"
     ]
    }
   ],
   "source": [
    "# Output the result\n",
    "print(query_result)"
   ]
  },
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   "id": "f7dfaa8e-fe21-4f6d-8158-b45e8348ecc6",
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    "Whoa!"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9cd9648-5a13-446f-a775-76616ace03c1",
   "metadata": {},
   "source": [
    "# Next"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f30f9979-d5c1-4fa6-875d-76e2c017ec76",
   "metadata": {},
   "source": [
    "That WHERE clause, JOINS and Optimizers"
   ]
  }
 ],
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