diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..f21355ab959031288131b39abfdc91b452d26633
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,44 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# Ignore config.json
+config.ini
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+
diff --git a/Data/RawData/current.json b/Data/RawData/current.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb82df16fd098f9885255cad5cb3c9ae9e40a361
--- /dev/null
+++ b/Data/RawData/current.json
@@ -0,0 +1,60 @@
+{
+ "InsuranceCompanies": {
+ "Time":"Feb 2019",
+ "Top Insurance Companies":[
+ {
+ "No": "1",
+ "Name": "Berkshire Hathaway ( BRK.A)",
+ "Market Capitalization": "$308 billion"
+ },
+ {
+ "No": "2",
+ "Name": "China Life Insurance (LFC)",
+ "Market Capitalization": "$80 billion"
+ },
+ {
+ "No": "3",
+ "Name": "Allianz (AZSEY) ",
+ "Market Capitalization": "$76.8 billion"
+ },
+ {
+ "No": "4",
+ "Name": "American International Group (AIG)",
+ "Market Capitalization": "$72.3 billion"
+ },
+ {
+ "No": "5",
+ "Name": "Ping An of China (PNGAY)",
+ "Market Capitalization": "$76.8 billion"
+ },
+ {
+ "No": "6",
+ "Name": "MetLife (MET)",
+ "Market Capitalization": "$59.4 billion"
+ },
+ {
+ "No": "7",
+ "Name": "AXA ( AXA)",
+ "Market Capitalization": "$57.8 billion"
+ },
+ {
+ "No": "8",
+ "Name": "AIA Group Hong Kong (AAIGF)",
+ "Market Capitalization": "$54.4 billion"
+ },
+ {
+ "No": "9",
+ "Name": "ING Groep (ING)",
+ "Market Capitalization": "$54.4 billion"
+ },
+ {
+ "No": "10",
+ "Name": "Zurich Insurance (ZURVY)",
+ "Market Capitalization": "$45.4 billion"
+ }
+
+ ],
+ "source": "investopedia.com",
+ "url" :"https://www.investopedia.com/articles/active-trading/111314/top-10-insurance-companies-metrics.asp"
+ }
+}
\ No newline at end of file
diff --git a/Data/TidyData/current_race.parquet b/Data/TidyData/current_race.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..2255f2cd27e59afa6a80fff3f2b576c5ef062c13
Binary files /dev/null and b/Data/TidyData/current_race.parquet differ
diff --git a/feproject b/feproject
new file mode 160000
index 0000000000000000000000000000000000000000..4d751fddae543bb9e22ff46e08d5a815fc72e62c
--- /dev/null
+++ b/feproject
@@ -0,0 +1 @@
+Subproject commit 4d751fddae543bb9e22ff46e08d5a815fc72e62c
diff --git a/test.ipynb b/test.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..ba755c153c030a13442435dc5cf78461899f3725
--- /dev/null
+++ b/test.ipynb
@@ -0,0 +1,1533 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from feproject.sample.helpers import get_AWS_DB_info"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "db_name, db_region, db_keyid, db_access_key = get_AWS_DB_info()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import boto3\n",
+ "session = boto3.Session(\n",
+ " aws_access_key_id = db_keyid,\n",
+ " aws_secret_access_key = db_access_key\n",
+ ")\n",
+ "\n",
+ "dynamo_resource = session.resource(\n",
+ " db_name,\n",
+ " region_name=db_region\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "doc-example-table-movies\n",
+ "json_test\n"
+ ]
+ }
+ ],
+ "source": [
+ "tables = []\n",
+ "for table in dynamo_resource.tables.all():\n",
+ " print(table.name)\n",
+ " tables.append(table)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "movies = dynamo_resource.Table('doc-example-table-movies')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'Item': {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Denzel Washington', 'Mark Wahlberg', 'Paula Patton'],\n",
+ " 'release_date': '2013-07-30T00:00:00Z',\n",
+ " 'plot': 'A DEA agent and a naval intelligence officer find themselves on the run after a botched attempt to infiltrate a drug cartel. While fleeing, they learn the secret of their shaky alliance: Neither knew that the other was an undercover agent.',\n",
+ " 'genres': ['Action', 'Comedy', 'Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTQ5MTgzNDg4OF5BMl5BanBnXkFtZTcwMjAyODEzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Baltasar Kormakur'],\n",
+ " 'rating': Decimal('7'),\n",
+ " 'rank': Decimal('62'),\n",
+ " 'running_time_secs': Decimal('6540')},\n",
+ " 'title': '2 Guns'},\n",
+ " 'ResponseMetadata': {'RequestId': '05RF022VVIH3GL66VLADRE20I7VV4KQNSO5AEMVJF66Q9ASUAAJG',\n",
+ " 'HTTPStatusCode': 200,\n",
+ " 'HTTPHeaders': {'server': 'Server',\n",
+ " 'date': 'Wed, 22 May 2024 21:50:40 GMT',\n",
+ " 'content-type': 'application/x-amz-json-1.0',\n",
+ " 'content-length': '779',\n",
+ " 'connection': 'keep-alive',\n",
+ " 'x-amzn-requestid': '05RF022VVIH3GL66VLADRE20I7VV4KQNSO5AEMVJF66Q9ASUAAJG',\n",
+ " 'x-amz-crc32': '2663942632'},\n",
+ " 'RetryAttempts': 0}}"
+ ]
+ },
+ "execution_count": 4,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "movies.get_item(Key={'year': 2013, 'title': '2 Guns'})"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'Items': [{'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Chiwetel Ejiofor',\n",
+ " 'Michael K. Williams',\n",
+ " 'Michael Fassbender'],\n",
+ " 'release_date': '2013-08-30T00:00:00Z',\n",
+ " 'plot': 'In the antebellum United States, Solomon Northup, a free black man from upstate New York, is abducted and sold into slavery.',\n",
+ " 'genres': ['Biography', 'Drama', 'History'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjExMTEzODkyN15BMl5BanBnXkFtZTcwNTU4NTc4OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Steve McQueen'],\n",
+ " 'rating': Decimal('7.7'),\n",
+ " 'rank': Decimal('44'),\n",
+ " 'running_time_secs': Decimal('7980')},\n",
+ " 'title': '12 Years a Slave'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Denzel Washington', 'Mark Wahlberg', 'Paula Patton'],\n",
+ " 'release_date': '2013-07-30T00:00:00Z',\n",
+ " 'plot': 'A DEA agent and a naval intelligence officer find themselves on the run after a botched attempt to infiltrate a drug cartel. While fleeing, they learn the secret of their shaky alliance: Neither knew that the other was an undercover agent.',\n",
+ " 'genres': ['Action', 'Comedy', 'Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTQ5MTgzNDg4OF5BMl5BanBnXkFtZTcwMjAyODEzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Baltasar Kormakur'],\n",
+ " 'rating': Decimal('7'),\n",
+ " 'rank': Decimal('62'),\n",
+ " 'running_time_secs': Decimal('6540')},\n",
+ " 'title': '2 Guns'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Chadwick Boseman', 'T.R. Knight', 'Harrison Ford'],\n",
+ " 'release_date': '2013-04-12T00:00:00Z',\n",
+ " 'plot': 'The life story of Jackie Robinson and his history-making signing with the Brooklyn Dodgers under the guidance of team executive Branch Rickey.',\n",
+ " 'genres': ['Biography', 'Drama', 'Sport'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQwMDU4MDI3MV5BMl5BanBnXkFtZTcwMjU1NDgyOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Brian Helgeland'],\n",
+ " 'rating': Decimal('7.5'),\n",
+ " 'rank': Decimal('229'),\n",
+ " 'running_time_secs': Decimal('7680')},\n",
+ " 'title': '42'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Domhnall Gleeson', 'Rachel McAdams', 'Bill Nighy'],\n",
+ " 'release_date': '2013-06-27T00:00:00Z',\n",
+ " 'plot': 'At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.',\n",
+ " 'genres': ['Comedy', 'Drama', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTA1ODUzMDA3NzFeQTJeQWpwZ15BbWU3MDgxMTYxNTk@._V1_SX400_.jpg',\n",
+ " 'directors': ['Richard Curtis'],\n",
+ " 'rating': Decimal('7.6'),\n",
+ " 'rank': Decimal('94'),\n",
+ " 'running_time_secs': Decimal('7380')},\n",
+ " 'title': 'About Time'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Naomi Watts', 'Robin Wright', 'Xavier Samuel'],\n",
+ " 'release_date': '2013-01-18T00:00:00Z',\n",
+ " 'plot': \"A pair of childhood friends and neighbors fall for each other's sons.\",\n",
+ " 'genres': ['Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjg5ODY2MzcwMF5BMl5BanBnXkFtZTcwODEwNjQ3OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Anne Fontaine'],\n",
+ " 'rating': Decimal('6.1'),\n",
+ " 'rank': Decimal('205'),\n",
+ " 'running_time_secs': Decimal('6000')},\n",
+ " 'title': 'Adore'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jaden Smith', 'David Denman', 'Will Smith'],\n",
+ " 'release_date': '2013-05-01T00:00:00Z',\n",
+ " 'plot': \"A crash landing leaves Kitai Raige and his father Cypher stranded on Earth, a millennium after events forced humanity's escape. With Cypher injured, Kitai must embark on a perilous journey to signal for help.\",\n",
+ " 'genres': ['Action', 'Adventure', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY3MzQyMjkwMl5BMl5BanBnXkFtZTcwMDk2OTE0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['M. Night Shyamalan'],\n",
+ " 'rating': Decimal('4.9'),\n",
+ " 'rank': Decimal('17'),\n",
+ " 'running_time_secs': Decimal('6000')},\n",
+ " 'title': 'After Earth'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Christian Bale', 'Amy Adams', 'Bradley Cooper'],\n",
+ " 'release_date': '2013-12-13T00:00:00Z',\n",
+ " 'plot': 'The story of a con artist and his partner in crime, who were forced to work with a federal agent to turn the tables on other cons, mobsters, and politicians - namely, the volatile mayor of impoverished Camden, New Jersey.',\n",
+ " 'genres': ['Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjkyNDY3Mzg2Ml5BMl5BanBnXkFtZTgwMzU0OTYzMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['David O. Russell'],\n",
+ " 'rank': Decimal('203')},\n",
+ " 'title': 'American Hustle'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Will Ferrell', 'Christina Applegate', 'Paul Rudd'],\n",
+ " 'release_date': '2013-12-19T00:00:00Z',\n",
+ " 'plot': \"With the 70s behind him, San Diego's top rated newsman, Ron Burgundy, returns to take New York's first 24-hour news channel by storm.\",\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM5NTY0NTUzOV5BMl5BanBnXkFtZTcwMDY2MzA3OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Adam McKay'],\n",
+ " 'rank': Decimal('182')},\n",
+ " 'title': 'Anchorman 2: The Legend Continues'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Keri Russell', 'JJ Feild', 'Jennifer Coolidge'],\n",
+ " 'release_date': '2013-01-18T00:00:00Z',\n",
+ " 'plot': 'Obsessed with [link=tt0112130], a woman travels to a [link=nm0000807] theme park in search for her perfect gentleman.',\n",
+ " 'genres': ['Comedy', 'Romance'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjE2MTUzMjgyNF5BMl5BanBnXkFtZTcwNjY4NDM4OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jerusha Hess'],\n",
+ " 'rating': Decimal('5.8'),\n",
+ " 'rank': Decimal('260'),\n",
+ " 'running_time_secs': Decimal('5820')},\n",
+ " 'title': 'Austenland'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Johnny Knoxville', 'Jackson Nicoll', 'Spike Jonze'],\n",
+ " 'release_date': '2013-10-23T00:00:00Z',\n",
+ " 'plot': '86-year-old Irving Zisman is on a journey across America with the most unlikely companion: his 8 year-old grandson, Billy.',\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg4NjIwMTI5OV5BMl5BanBnXkFtZTgwNjU1MTMyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jeff Tremaine'],\n",
+ " 'rank': Decimal('160')},\n",
+ " 'title': 'Bad Grandpa'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Paula Patton', 'Taye Diggs', 'Jill Scott'],\n",
+ " 'release_date': '2013-09-27T00:00:00Z',\n",
+ " 'plot': 'Pledging to keep herself from being the oldest and the only woman in her entire family never to wed, Montana embarks on a thirty-day, thirty-thousand-mile expedition to charm a potential suitor into becoming her fiance.',\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjIyNDU4NTY3M15BMl5BanBnXkFtZTcwOTA3MDA1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['David E. Talbert'],\n",
+ " 'rating': Decimal('4.1'),\n",
+ " 'rank': Decimal('84'),\n",
+ " 'running_time_secs': Decimal('5760')},\n",
+ " 'title': 'Baggage Claim'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Josh Holloway', 'Laz Alonso', 'Josh Peck'],\n",
+ " 'release_date': '2013-09-19T00:00:00Z',\n",
+ " 'plot': \"Battle of the Year attracts all the best teams from around the world, but the Americans haven't won in fifteen years. Dante enlists Blake to assemble a team of the best dancers and bring the Trophy back to America where it started.\",\n",
+ " 'genres': ['Music'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BOTY2OTcyNzM3NF5BMl5BanBnXkFtZTgwNzgxMjkxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Benson Lee'],\n",
+ " 'rating': Decimal('3.5'),\n",
+ " 'rank': Decimal('37'),\n",
+ " 'running_time_secs': Decimal('6600')},\n",
+ " 'title': 'Battle of the Year'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Matt Damon', 'Scott Bakula', 'Eric Zuckerman'],\n",
+ " 'release_date': '2013-05-21T00:00:00Z',\n",
+ " 'plot': 'Based on the autobiographical novel, the tempestuous 6-year relationship between Liberace and his (much younger) lover, Scott Thorson, is recounted.',\n",
+ " 'genres': ['Biography', 'Drama', 'Romance'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg0OTY2OTM0OF5BMl5BanBnXkFtZTcwMTk4OTQ1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Steven Soderbergh'],\n",
+ " 'rating': Decimal('7'),\n",
+ " 'rank': Decimal('38'),\n",
+ " 'running_time_secs': Decimal('7080')},\n",
+ " 'title': 'Behind the Candelabra'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Stana Katic', 'Radha Mitchell', 'Kate Bosworth'],\n",
+ " 'release_date': '2013-01-23T00:00:00Z',\n",
+ " 'plot': \"A recounting of Jack Kerouac's (here known by the name of his fictional alter-ego Jack Duluoz) three sojourns to the cabin in Big Sur, owned by poet Lawrence Ferlinghetti.\",\n",
+ " 'genres': ['Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI3MDU0MDY2MF5BMl5BanBnXkFtZTgwNDY3NjUzMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Michael Polish'],\n",
+ " 'rating': Decimal('6.3'),\n",
+ " 'rank': Decimal('119'),\n",
+ " 'running_time_secs': Decimal('6000')},\n",
+ " 'title': 'Big Sur'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Cate Blanchett', 'Alec Baldwin', 'Peter Sarsgaard'],\n",
+ " 'release_date': '2013-07-26T00:00:00Z',\n",
+ " 'plot': \"A New York socialite, deeply troubled and in denial, arrives in San Francisco to impose upon her sister. She looks a million, but isn't bringing money, peace, or love...\",\n",
+ " 'genres': ['Comedy', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc0ODk5MzEyMV5BMl5BanBnXkFtZTcwMzI0MDY1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Woody Allen'],\n",
+ " 'rating': Decimal('7.8'),\n",
+ " 'rank': Decimal('58'),\n",
+ " 'running_time_secs': Decimal('5880')},\n",
+ " 'title': 'Blue Jasmine'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jonathan Groff', \"Denis O'Hare\", 'Corey Stoll'],\n",
+ " 'release_date': '2013-01-20T00:00:00Z',\n",
+ " 'plot': 'A cocky young man travels to Oregon to work on an apple farm. Out of his element, he finds his lifestyle and notions being picked apart by everyone who crosses his path.',\n",
+ " 'genres': ['Comedy', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTExODkwNTAzODBeQTJeQWpwZ15BbWU3MDAzNzE4OTk@._V1_SX400_.jpg',\n",
+ " 'directors': ['Kyle Patrick Alvarez'],\n",
+ " 'rating': Decimal('4.8'),\n",
+ " 'rank': Decimal('262'),\n",
+ " 'running_time_secs': Decimal('5280')},\n",
+ " 'title': 'C.O.G.'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Malin Akerman', 'Stana Katic', 'Johnny Galecki'],\n",
+ " 'release_date': '2013-09-05T00:00:00Z',\n",
+ " 'plot': 'A look at the New York City punk-rock scene and the venerable nightclub, CBGB.',\n",
+ " 'genres': ['Drama', 'History', 'Music'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg1NDcxODY0OV5BMl5BanBnXkFtZTgwOTgwMzQxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Randall Miller'],\n",
+ " 'rating': Decimal('6.3'),\n",
+ " 'rank': Decimal('154')},\n",
+ " 'title': 'CBGB'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Tom Hanks', 'Barkhad Abdi', 'Barkhad Abdirahman'],\n",
+ " 'release_date': '2013-09-27T00:00:00Z',\n",
+ " 'plot': 'The true story of Captain Richard Phillips and the 2009 hijacking by Somali pirates of the US-flagged MV Maersk Alabama, the first American cargo ship to be hijacked in two hundred years.',\n",
+ " 'genres': ['Action', 'Biography', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQzNzExMDg3Ml5BMl5BanBnXkFtZTgwODU1NzEzMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Paul Greengrass'],\n",
+ " 'rating': Decimal('6.7'),\n",
+ " 'rank': Decimal('101'),\n",
+ " 'running_time_secs': Decimal('8040')},\n",
+ " 'title': 'Captain Phillips'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Chloe Grace Moretz', 'Julianne Moore', 'Judy Greer'],\n",
+ " 'release_date': '2013-10-07T00:00:00Z',\n",
+ " 'plot': 'A reimagining of the classic horror tale about Carrie White, a shy girl outcast by her peers and sheltered by her deeply religious mother, who unleashes telekinetic terror on her small town after being pushed too far at her senior prom.',\n",
+ " 'genres': ['Drama', 'Horror'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc1MDIyOTkxN15BMl5BanBnXkFtZTgwMTU1NzEzMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Kimberly Peirce'],\n",
+ " 'rank': Decimal('31')},\n",
+ " 'title': 'Carrie'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Bill Hader', 'Anna Faris', 'Will Forte'],\n",
+ " 'release_date': '2013-09-26T00:00:00Z',\n",
+ " 'plot': \"Flint Lockwood now works at The Live Corp Company for his idol Chester V. But he's forced to leave his post when he learns that his most infamous machine is still operational and is churning out menacing food-animal hybrids.\",\n",
+ " 'genres': ['Animation', 'Comedy', 'Family', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTYzNDM0MDI1NF5BMl5BanBnXkFtZTcwNzQ5NzYxOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Cody Cameron', 'Kris Pearn'],\n",
+ " 'rating': Decimal('6.7'),\n",
+ " 'rank': Decimal('29'),\n",
+ " 'running_time_secs': Decimal('5700')},\n",
+ " 'title': 'Cloudy with a Chance of Meatballs 2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Chantal Quesnelle',\n",
+ " 'Fiona Dourif',\n",
+ " 'Danielle Bisutti'],\n",
+ " 'release_date': '2013-08-02T00:00:00Z',\n",
+ " 'plot': \"After her mother's mysterious death, Nica begins to suspect that the talking, red-haired doll her visiting niece has been playing with may be the key to recent bloodshed and chaos.\",\n",
+ " 'genres': ['Horror', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjkxMjM0MDE3OF5BMl5BanBnXkFtZTcwMDQ3NzI4OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Don Mancini'],\n",
+ " 'rating': Decimal('5.7'),\n",
+ " 'rank': Decimal('24'),\n",
+ " 'running_time_secs': Decimal('5820')},\n",
+ " 'title': 'Curse of Chucky'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Steve Carell', 'Kristen Wiig', 'Benjamin Bratt'],\n",
+ " 'release_date': '2013-06-16T00:00:00Z',\n",
+ " 'plot': 'Gru is recruited by the Anti-Villain League to help deal with a powerful new super criminal.',\n",
+ " 'genres': ['Animation',\n",
+ " 'Adventure',\n",
+ " 'Comedy',\n",
+ " 'Crime',\n",
+ " 'Family',\n",
+ " 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BOTg4NTk2OTg5N15BMl5BanBnXkFtZTcwMDk1MzI2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Pierre Coffin', 'Chris Renaud'],\n",
+ " 'rating': Decimal('7.7'),\n",
+ " 'rank': Decimal('55'),\n",
+ " 'running_time_secs': Decimal('5880')},\n",
+ " 'title': 'Despicable Me 2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jude Law', 'Richard E. Grant', 'Demian Bichir'],\n",
+ " 'release_date': '2013-09-08T00:00:00Z',\n",
+ " 'plot': \"After spending 12 years in prison for keeping his mouth shut, notorious safe-cracker Dom Hemingway is back on the streets of London looking to collect what he's owed.\",\n",
+ " 'genres': ['Comedy', 'Crime', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTczMDYzOTAwM15BMl5BanBnXkFtZTgwMDg5OTgwMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Richard Shepard'],\n",
+ " 'rating': Decimal('6.9'),\n",
+ " 'rank': Decimal('51'),\n",
+ " 'running_time_secs': Decimal('5580')},\n",
+ " 'title': 'Dom Hemingway'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Matt Damon', 'Jodie Foster', 'Sharlto Copley'],\n",
+ " 'release_date': '2013-08-07T00:00:00Z',\n",
+ " 'plot': 'Set in the year 2154, where the very wealthy live on a man-made space station while the rest of the population resides on a ruined Earth, a man takes on a mission that could bring equality to the polarized worlds.',\n",
+ " 'genres': ['Action', 'Drama', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNDc2NjU0MTcwNV5BMl5BanBnXkFtZTcwMjg4MDg2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Neill Blomkamp'],\n",
+ " 'rating': Decimal('7'),\n",
+ " 'rank': Decimal('28'),\n",
+ " 'running_time_secs': Decimal('6540')},\n",
+ " 'title': 'Elysium'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Liam Hemsworth', 'Michael Angarano', 'Dwayne Johnson'],\n",
+ " 'release_date': '2013-03-19T00:00:00Z',\n",
+ " 'plot': 'A drama centered on two childhood friends who plan to rob an armored car depository, and the NYPD officer who stands in their way.',\n",
+ " 'genres': ['Action', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjExOTY4MDEzNF5BMl5BanBnXkFtZTcwNzIyMTY3OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Dito Montiel'],\n",
+ " 'rating': Decimal('5'),\n",
+ " 'rank': Decimal('132'),\n",
+ " 'running_time_secs': Decimal('5640')},\n",
+ " 'title': 'Empire State'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Harrison Ford', 'Asa Butterfield', 'Hailee Steinfeld'],\n",
+ " 'release_date': '2013-10-24T00:00:00Z',\n",
+ " 'plot': '70 years after a horrific alien war, an unusually gifted child is sent to an advanced military school in space to prepare for a future invasion.',\n",
+ " 'genres': ['Action', 'Adventure', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjAzMzI5OTgzMl5BMl5BanBnXkFtZTgwMTU5MTAwMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Gavin Hood'],\n",
+ " 'rank': Decimal('59'),\n",
+ " 'running_time_secs': Decimal('6840')},\n",
+ " 'title': \"Ender's Game\"},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Julia Louis-Dreyfus',\n",
+ " 'James Gandolfini',\n",
+ " 'Catherine Keener'],\n",
+ " 'release_date': '2013-09-07T00:00:00Z',\n",
+ " 'plot': \"A divorced woman who decides to pursue the man she's interested in learns he's her new friend's ex-husband.\",\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI2MjIwMDk2Ml5BMl5BanBnXkFtZTcwNTQ1MzQ5OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Nicole Holofcener'],\n",
+ " 'rating': Decimal('7.5'),\n",
+ " 'rank': Decimal('148'),\n",
+ " 'running_time_secs': Decimal('5580')},\n",
+ " 'title': 'Enough Said'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Amanda Seyfried',\n",
+ " 'Josh Hutcherson',\n",
+ " 'Beyonce Knowles'],\n",
+ " 'release_date': '2013-05-15T00:00:00Z',\n",
+ " 'plot': 'A teenager finds herself transported to a deep forest setting where a battle between the forces of good and the forces of evil is taking place. She bands together with a rag-tag group characters in order to save their world -- and ours.',\n",
+ " 'genres': ['Animation', 'Adventure', 'Family', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTgyNDYwNzE5NV5BMl5BanBnXkFtZTcwMzUyODM5OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Chris Wedge'],\n",
+ " 'rating': Decimal('6.6'),\n",
+ " 'rank': Decimal('47'),\n",
+ " 'running_time_secs': Decimal('6120')},\n",
+ " 'title': 'Epic'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Sylvester Stallone',\n",
+ " 'Arnold Schwarzenegger',\n",
+ " '50 Cent'],\n",
+ " 'release_date': '2013-07-18T00:00:00Z',\n",
+ " 'plot': 'When a structural-security authority finds himself incarcerated in a prison he designed, he has to put his skills to escape and find out who framed him.',\n",
+ " 'genres': ['Action', 'Mystery', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk3OTcxMTEyNl5BMl5BanBnXkFtZTcwMDQ4MjQ2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Mikael Hafstrom'],\n",
+ " 'rating': Decimal('7.6'),\n",
+ " 'rank': Decimal('27'),\n",
+ " 'running_time_secs': Decimal('6960')},\n",
+ " 'title': 'Escape Plan'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Roy Abramsohn', 'Elena Schuber', 'Katelynn Rodriguez'],\n",
+ " 'release_date': '2013-01-18T00:00:00Z',\n",
+ " 'plot': \"In a world of fake castles and anthropomorphic rodents, an epic battle begins when an unemployed father's sanity is challenged by a chance encounter with two underage girls on holiday.\",\n",
+ " 'genres': ['Drama', 'Fantasy', 'Horror'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTIxNjcxOTgxM15BMl5BanBnXkFtZTgwMjYzODEzMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Randy Moore'],\n",
+ " 'rating': Decimal('5.9'),\n",
+ " 'rank': Decimal('146'),\n",
+ " 'running_time_secs': Decimal('5400')},\n",
+ " 'title': 'Escape from Tomorrow'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jane Levy', 'Shiloh Fernandez', 'Jessica Lucas'],\n",
+ " 'release_date': '2013-03-08T00:00:00Z',\n",
+ " 'plot': 'Five friends head to a remote cabin, where the discovery of a Book of the Dead leads them to unwittingly summon up demons living in the nearby woods. The evil presence possesses them until only one is left to fight for survival.',\n",
+ " 'genres': ['Horror'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTQ3OTkwNTgyN15BMl5BanBnXkFtZTcwNTAzOTAzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Fede Alvarez'],\n",
+ " 'rating': Decimal('6.5'),\n",
+ " 'rank': Decimal('158'),\n",
+ " 'running_time_secs': Decimal('5460')},\n",
+ " 'title': 'Evil Dead'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['James McAvoy', 'Imogen Poots', 'Iain De Caestecker'],\n",
+ " 'release_date': '2013-09-16T00:00:00Z',\n",
+ " 'plot': 'A bipolar, bigoted junkie cop manipulates and hallucinates his way through the festive season in a bid to secure promotion and win back his wife and daughter.',\n",
+ " 'genres': ['Comedy', 'Crime', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BODc3MjY5NTQxNl5BMl5BanBnXkFtZTcwNTQxMzczOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jon S. Baird'],\n",
+ " 'rating': Decimal('7.2'),\n",
+ " 'rank': Decimal('144'),\n",
+ " 'running_time_secs': Decimal('5820')},\n",
+ " 'title': 'Filth'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Kristen Bell', 'Josh Gad', 'Idina Menzel'],\n",
+ " 'release_date': '2013-11-20T00:00:00Z',\n",
+ " 'plot': \"Fearless optimist Anna teams up with Kristoff in an epic journey, encountering Everest-like conditions, and a hilarious snowman named Olaf in a race to find Anna's sister Elsa, whose icy powers have trapped the kingdom in eternal winter.\",\n",
+ " 'genres': ['Animation',\n",
+ " 'Action',\n",
+ " 'Adventure',\n",
+ " 'Comedy',\n",
+ " 'Family',\n",
+ " 'Fantasy',\n",
+ " 'Musical',\n",
+ " 'Mystery',\n",
+ " 'Romance',\n",
+ " 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQ1MjQwMTE5OF5BMl5BanBnXkFtZTgwNjk3MTcyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Chris Buck', 'Jennifer Lee'],\n",
+ " 'rank': Decimal('75')},\n",
+ " 'title': 'Frozen'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Vin Diesel', 'Paul Walker', 'Dwayne Johnson'],\n",
+ " 'release_date': '2013-05-07T00:00:00Z',\n",
+ " 'plot': 'Hobbs has Dom and Brian reassemble their crew in order to take down a mastermind who commands an organization of mercenary drivers across 12 countries. Payment? Full pardons for them all.',\n",
+ " 'genres': ['Action', 'Crime', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM3NTg2NDQzOF5BMl5BanBnXkFtZTcwNjc2NzQzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Justin Lin'],\n",
+ " 'rating': Decimal('7.2'),\n",
+ " 'rank': Decimal('42'),\n",
+ " 'running_time_secs': Decimal('7800')},\n",
+ " 'title': 'Furious 6'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Dwayne Johnson', 'Channing Tatum', 'Adrianne Palicki'],\n",
+ " 'release_date': '2013-03-11T00:00:00Z',\n",
+ " 'plot': 'The G.I. Joes are not only fighting their mortal enemy Cobra; they are forced to contend with threats from within the government that jeopardize their very existence.',\n",
+ " 'genres': ['Action', 'Adventure', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNzk5ODM0OTQ0N15BMl5BanBnXkFtZTcwODg2ODE4OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jon M. Chu'],\n",
+ " 'rating': Decimal('5.8'),\n",
+ " 'rank': Decimal('178'),\n",
+ " 'running_time_secs': Decimal('6600')},\n",
+ " 'title': 'G.I. Joe: Retaliation'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Sean Penn', 'Ryan Gosling', 'Emma Stone'],\n",
+ " 'release_date': '2013-01-07T00:00:00Z',\n",
+ " 'plot': 'Los Angeles, 1949: A secret crew of police officers led by two determined sergeants work together in an effort to take down the ruthless mob king Mickey Cohen who runs the city.',\n",
+ " 'genres': ['Action', 'Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTcwMjAyMTUzMl5BMl5BanBnXkFtZTcwODgxNzk1OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Ruben Fleischer'],\n",
+ " 'rating': Decimal('6.7'),\n",
+ " 'rank': Decimal('265'),\n",
+ " 'running_time_secs': Decimal('6780')},\n",
+ " 'title': 'Gangster Squad'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Arnold Schwarzenegger',\n",
+ " 'Mickey Rourke',\n",
+ " 'Michael Jai White'],\n",
+ " 'release_date': '2013-09-20T00:00:00Z',\n",
+ " 'plot': 'A documentary that follows top bodybuilders as they train to compete in the Mr. Olympia competition.',\n",
+ " 'genres': ['Documentary', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY3NDcxNjIzMF5BMl5BanBnXkFtZTgwMzM1NDAxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Vlad Yudin'],\n",
+ " 'rating': Decimal('6.7'),\n",
+ " 'rank': Decimal('240'),\n",
+ " 'running_time_secs': Decimal('6360')},\n",
+ " 'title': 'Generation Iron'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Carlos Santos', 'J.R. Villarreal', 'Tony Cavalero'],\n",
+ " 'release_date': '2013-01-20T00:00:00Z',\n",
+ " 'plot': 'Two roommates deathly afraid of ghosts both fall in love with a girl who believes their home is haunted.',\n",
+ " 'genres': ['Comedy', 'Horror'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BOTYwODQ3NzUyOV5BMl5BanBnXkFtZTgwNjAxNDcyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Ben Peyser', 'Scott Rutherford'],\n",
+ " 'rating': Decimal('4.3'),\n",
+ " 'rank': Decimal('70'),\n",
+ " 'running_time_secs': Decimal('6420')},\n",
+ " 'title': 'Ghost Team One'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Sandra Bullock', 'George Clooney', 'Ed Harris'],\n",
+ " 'release_date': '2013-08-28T00:00:00Z',\n",
+ " 'plot': 'A medical engineer and an astronaut work together to survive after an accident leaves them adrift in space.',\n",
+ " 'genres': ['Drama', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNjE5MzYwMzYxMF5BMl5BanBnXkFtZTcwOTk4MTk0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Alfonso Cuaron'],\n",
+ " 'rating': Decimal('8.2'),\n",
+ " 'rank': Decimal('12'),\n",
+ " 'running_time_secs': Decimal('5400')},\n",
+ " 'title': 'Gravity'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Adam Sandler', 'Kevin James', 'Chris Rock'],\n",
+ " 'release_date': '2013-07-11T00:00:00Z',\n",
+ " 'plot': 'After moving his family back to his hometown to be with his friends and their kids, Lenny finds out that between old bullies, new bullies, schizo bus drivers, drunk cops on skis, and 400 costumed party crashers sometimes crazy follows you.',\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTgwNTI2MDI0OF5BMl5BanBnXkFtZTcwMTk5MDg0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Dennis Dugan'],\n",
+ " 'rating': Decimal('5.2'),\n",
+ " 'rank': Decimal('98'),\n",
+ " 'running_time_secs': Decimal('6060')},\n",
+ " 'title': 'Grown Ups 2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jeremy Renner', 'Gemma Arterton', 'Peter Stormare'],\n",
+ " 'release_date': '2013-01-17T00:00:00Z',\n",
+ " 'plot': 'Hansel & Gretel are bounty hunters who track and kill witches all over the world. As the fabled Blood Moon approaches, the siblings encounter a new form of evil that might hold a secret to their past.',\n",
+ " 'genres': ['Action', 'Fantasy', 'Horror'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA4MDQwODg2NV5BMl5BanBnXkFtZTcwNTc5ODc2OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Tommy Wirkola'],\n",
+ " 'rating': Decimal('6.1'),\n",
+ " 'rank': Decimal('234'),\n",
+ " 'running_time_secs': Decimal('5280')},\n",
+ " 'title': 'Hansel & Gretel: Witch Hunters'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['James Franco', 'Jason Statham', 'Rachelle Lefevre'],\n",
+ " 'release_date': '2013-11-27T00:00:00Z',\n",
+ " 'plot': 'A former DEA agent moves his family to a quiet town, where he soon tangles with a local meth druglord.',\n",
+ " 'genres': ['Action', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUwOTAzNzAwMl5BMl5BanBnXkFtZTgwOTc1NDIyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Gary Fleder'],\n",
+ " 'rank': Decimal('211')},\n",
+ " 'title': 'Homefront'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jason Statham', 'Agata Buzek', 'Vicky McClure'],\n",
+ " 'release_date': '2013-05-09T00:00:00Z',\n",
+ " 'plot': \"Homeless and on the run from a military court martial, a damaged ex-special forces soldier navigating London's criminal underworld seizes an opportunity to assume another man's identity -- transforming into an avenging angel in the process.\",\n",
+ " 'genres': ['Action', 'Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI0ODc3NjI4NV5BMl5BanBnXkFtZTcwOTc3MzI1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Steven Knight'],\n",
+ " 'rating': Decimal('6.2'),\n",
+ " 'rank': Decimal('93'),\n",
+ " 'running_time_secs': Decimal('6000')},\n",
+ " 'title': 'Hummingbird'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jemma Dallender', 'Yavor Baharov', 'Joe Absolom'],\n",
+ " 'release_date': '2013-08-25T00:00:00Z',\n",
+ " 'genres': ['Crime', 'Horror', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc1Nzk3NjM0M15BMl5BanBnXkFtZTgwMjM5MzYyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Steven R. Monroe'],\n",
+ " 'rating': Decimal('5.5'),\n",
+ " 'rank': Decimal('36'),\n",
+ " 'running_time_secs': Decimal('6360')},\n",
+ " 'title': 'I Spit on Your Grave 2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Patrick Wilson', 'Rose Byrne', 'Barbara Hershey'],\n",
+ " 'release_date': '2013-09-13T00:00:00Z',\n",
+ " 'plot': 'The haunted Lambert family seeks to uncover the mysterious childhood secret that has left them dangerously connected to the spirit world.',\n",
+ " 'genres': ['Horror', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg0OTA5ODIxNF5BMl5BanBnXkFtZTcwNTUzNDg4OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['James Wan'],\n",
+ " 'rating': Decimal('7.1'),\n",
+ " 'rank': Decimal('7'),\n",
+ " 'running_time_secs': Decimal('6360')},\n",
+ " 'title': 'Insidious: Chapter 2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Robert Downey Jr.', 'Guy Pearce', 'Gwyneth Paltrow'],\n",
+ " 'release_date': '2013-04-18T00:00:00Z',\n",
+ " 'plot': \"When Tony Stark's world is torn apart by a formidable terrorist called the Mandarin, he starts an odyssey of rebuilding and retribution.\",\n",
+ " 'genres': ['Action', 'Adventure', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjIzMzAzMjQyM15BMl5BanBnXkFtZTcwNzM2NjcyOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Shane Black'],\n",
+ " 'rating': Decimal('7.4'),\n",
+ " 'rank': Decimal('22'),\n",
+ " 'running_time_secs': Decimal('7800')},\n",
+ " 'title': 'Iron Man 3'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Michael C. Hall',\n",
+ " 'Elizabeth Olsen',\n",
+ " 'Daniel Radcliffe'],\n",
+ " 'release_date': '2013-01-18T00:00:00Z',\n",
+ " 'plot': 'A murder in 1944 draws together the great poets of the beat generation: Allen Ginsberg, Jack Kerouac and William Burroughs.',\n",
+ " 'genres': ['Biography', 'Drama', 'Romance', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA4MzAxMTE1N15BMl5BanBnXkFtZTgwMDY2OTIxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['John Krokidas'],\n",
+ " 'rating': Decimal('7.1'),\n",
+ " 'rank': Decimal('156'),\n",
+ " 'running_time_secs': Decimal('6240')},\n",
+ " 'title': 'Kill Your Darlings'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Mark Wahlberg', 'Ben Foster', 'Eric Bana'],\n",
+ " 'release_date': '2013-12-27T00:00:00Z',\n",
+ " 'plot': 'Based on the failed June 28, 2005 mission \"Operation Red Wings\". Four members of SEAL Team 10 were tasked with the mission to capture or kill notorious Taliban leader Ahmad Shahd. Marcus Luttrell was the only member of his team to survive.',\n",
+ " 'genres': ['Action', 'Drama', 'Thriller', 'War'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA0NTgwOTk5Ml5BMl5BanBnXkFtZTcwMjE3NDc5OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Peter Berg'],\n",
+ " 'rank': Decimal('246')},\n",
+ " 'title': 'Lone Survivor'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Danny Trejo', 'Alexa Vega', 'Mel Gibson'],\n",
+ " 'release_date': '2013-09-19T00:00:00Z',\n",
+ " 'plot': 'The U.S. government recruits Machete to battle his way through Mexico in order to take down an arms dealer who looks to launch a weapon into space.',\n",
+ " 'genres': ['Action', 'Crime', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA2MzUxMTM3M15BMl5BanBnXkFtZTgwMzA2NzkxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Robert Rodriguez'],\n",
+ " 'rating': Decimal('6.3'),\n",
+ " 'rank': Decimal('43'),\n",
+ " 'running_time_secs': Decimal('6420')},\n",
+ " 'title': 'Machete Kills'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Henry Cavill', 'Amy Adams', 'Michael Shannon'],\n",
+ " 'release_date': '2013-06-10T00:00:00Z',\n",
+ " 'plot': 'A young itinerant worker is forced to confront his secret extraterrestrial heritage when Earth is invaded by members of his race.',\n",
+ " 'genres': ['Action', 'Adventure', 'Fantasy', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI5OTYzNjI0Ml5BMl5BanBnXkFtZTcwMzM1NDA1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Zack Snyder'],\n",
+ " 'rating': Decimal('7.6'),\n",
+ " 'rank': Decimal('69'),\n",
+ " 'running_time_secs': Decimal('8580')},\n",
+ " 'title': 'Man of Steel'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Dane DeHaan', 'James Hetfield', 'Lars Ulrich'],\n",
+ " 'release_date': '2013-09-09T00:00:00Z',\n",
+ " 'plot': \"Trip, a young roadie for Metallica, is sent on an urgent mission during the band's show. But what seems like a simple assignment turns into a surreal adventure.\",\n",
+ " 'genres': ['Action', 'Music'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjQwNjk5MTk4Ml5BMl5BanBnXkFtZTcwNTgwNDA5OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Nimrod Antal'],\n",
+ " 'rating': Decimal('7.8'),\n",
+ " 'rank': Decimal('49'),\n",
+ " 'running_time_secs': Decimal('5640')},\n",
+ " 'title': 'Metallica Through the Never'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Billy Crystal', 'John Goodman', 'Steve Buscemi'],\n",
+ " 'release_date': '2013-06-08T00:00:00Z',\n",
+ " 'plot': \"A look at the relationship between Mike and Sulley during their days at Monsters University -- when they weren't necessarily the best of friends.\",\n",
+ " 'genres': ['Animation', 'Adventure', 'Comedy', 'Family', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUyODgwMDU3M15BMl5BanBnXkFtZTcwOTM4MjcxOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Dan Scanlon'],\n",
+ " 'rating': Decimal('7.6'),\n",
+ " 'rank': Decimal('207'),\n",
+ " 'running_time_secs': Decimal('6240')},\n",
+ " 'title': 'Monsters University'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Emma Stone', 'Stephen Merchant', 'Richard Gere'],\n",
+ " 'release_date': '2013-01-01T00:00:00Z',\n",
+ " 'plot': 'A series of interconnected short films follows a washed-up producer as he pitches insane story lines featuring some of the biggest stars in Hollywood.',\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg4NzQ3NDM1Nl5BMl5BanBnXkFtZTcwNjEzMjM3OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Elizabeth Banks', 'Steven Brill', 'Steve Carr'],\n",
+ " 'rating': Decimal('4.4'),\n",
+ " 'rank': Decimal('174'),\n",
+ " 'running_time_secs': Decimal('5640')},\n",
+ " 'title': 'Movie 43'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Bruce Dern', 'Will Forte', 'June Squibb'],\n",
+ " 'release_date': '2013-05-23T00:00:00Z',\n",
+ " 'plot': 'An aging, booze-addled father makes the trip from Montana to Nebraska with his estranged son in order to claim a million dollar Mega Sweepstakes Marketing prize.',\n",
+ " 'genres': ['Adventure', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU2Mjk2NDkyMl5BMl5BanBnXkFtZTgwNTk0NzcyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Alexander Payne'],\n",
+ " 'rating': Decimal('7.5'),\n",
+ " 'rank': Decimal('201'),\n",
+ " 'running_time_secs': Decimal('6900')},\n",
+ " 'title': 'Nebraska'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Eugenio Derbez', 'Karla Souza', 'Jessica Lindsey'],\n",
+ " 'release_date': '2013-08-30T00:00:00Z',\n",
+ " 'plot': 'A man who has made a new life for himself and the daughter left on his doorstep 6 years ago finds his family threatened when the birth mother resurfaces.',\n",
+ " 'genres': ['Comedy', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUyNjI3ODI0N15BMl5BanBnXkFtZTcwMTQ1NTY5OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Eugenio Derbez'],\n",
+ " 'rating': Decimal('6.9'),\n",
+ " 'rank': Decimal('39'),\n",
+ " 'running_time_secs': Decimal('6900')},\n",
+ " 'title': 'No se Aceptan Devoluciones'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jesse Eisenberg', 'Common', 'Mark Ruffalo'],\n",
+ " 'release_date': '2013-05-21T00:00:00Z',\n",
+ " 'plot': 'An FBI agent and an Interpol detective track a team of illusionists who pull off bank heists during their performances and reward their audiences with the money.',\n",
+ " 'genres': ['Crime', 'Mystery', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY0NDY3MDMxN15BMl5BanBnXkFtZTcwOTM5NzMzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Louis Leterrier'],\n",
+ " 'rating': Decimal('7.3'),\n",
+ " 'rank': Decimal('11'),\n",
+ " 'running_time_secs': Decimal('6900')},\n",
+ " 'title': 'Now You See Me'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Tom Cruise', 'Morgan Freeman', 'Andrea Riseborough'],\n",
+ " 'release_date': '2013-04-10T00:00:00Z',\n",
+ " 'plot': \"A veteran assigned to extract Earth's remaining resources begins to question what he knows about his mission and himself.\",\n",
+ " 'genres': ['Action', 'Adventure', 'Mystery', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQwMDY0MTA4MF5BMl5BanBnXkFtZTcwNzI3MDgxOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Joseph Kosinski'],\n",
+ " 'rating': Decimal('7'),\n",
+ " 'rank': Decimal('50'),\n",
+ " 'running_time_secs': Decimal('7440')},\n",
+ " 'title': 'Oblivion'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Josh Brolin', 'Elizabeth Olsen', 'Samuel L. Jackson'],\n",
+ " 'release_date': '2013-10-10T00:00:00Z',\n",
+ " 'plot': 'Obsessed with vengeance, a man sets out to find out why he was kidnapped and locked up into solitary confinement for 20 years without reason.',\n",
+ " 'genres': ['Action', 'Drama', 'Mystery', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk5NTEwMzI5OV5BMl5BanBnXkFtZTgwMDQ4ODUwMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Spike Lee'],\n",
+ " 'rank': Decimal('26')},\n",
+ " 'title': 'Oldboy'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Gerard Butler', 'Aaron Eckhart', 'Morgan Freeman'],\n",
+ " 'release_date': '2013-03-20T00:00:00Z',\n",
+ " 'plot': 'Disgraced former Presidential guard Mike Banning finds himself trapped inside the White House in the wake of a terrorist attack; using his inside knowledge, Banning works with national security to rescue the President from his kidnappers.',\n",
+ " 'genres': ['Action', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTkxNjIyNjE5OF5BMl5BanBnXkFtZTcwMTI3NzkxOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Antoine Fuqua'],\n",
+ " 'rating': Decimal('6.4'),\n",
+ " 'rank': Decimal('92'),\n",
+ " 'running_time_secs': Decimal('7200')},\n",
+ " 'title': 'Olympus Has Fallen'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['James Corden', 'Colm Meaney', 'Mackenzie Crook'],\n",
+ " 'release_date': '2013-09-09T00:00:00Z',\n",
+ " 'plot': 'The true story of Paul Potts, a shy, bullied shop assistant by day and an amateur opera singer by night who became a phenomenon after being chosen for -- and ultimately winning -- \"Britain\\'s Got Talent\".',\n",
+ " 'genres': ['Biography', 'Comedy', 'Music'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU4NzkxMzY2Nl5BMl5BanBnXkFtZTgwMjM5NDYxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['David Frankel'],\n",
+ " 'rating': Decimal('5.2'),\n",
+ " 'rank': Decimal('218'),\n",
+ " 'running_time_secs': Decimal('6180')},\n",
+ " 'title': 'One Chance'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Liam Payne', 'Harry Styles', 'Zayn Malik'],\n",
+ " 'release_date': '2013-08-20T00:00:00Z',\n",
+ " 'plot': \"A look at Niall, Zayn, Liam, Louis, and Harry's meteoric rise to fame, from their humble hometown beginnings and competing on the X-Factor, to conquering the world and performing at London's famed O2 Arena.\",\n",
+ " 'genres': ['Documentary', 'Music'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk5NTIxNzg3Nl5BMl5BanBnXkFtZTcwMzc5MDE0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Morgan Spurlock'],\n",
+ " 'rating': Decimal('3.1'),\n",
+ " 'rank': Decimal('129'),\n",
+ " 'running_time_secs': Decimal('5520')},\n",
+ " 'title': 'One Direction: This Is Us'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Ryan Gosling',\n",
+ " 'Kristin Scott Thomas',\n",
+ " 'Vithaya Pansringarm'],\n",
+ " 'release_date': '2013-05-22T00:00:00Z',\n",
+ " 'plot': \"Julian, a drug-smuggler thriving in Bangkok's criminal underworld, sees his life get even more complicated when his mother compels him to find and kill whoever is responsible for his brother's recent death.\",\n",
+ " 'genres': ['Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMzE5NzcxMTk5NF5BMl5BanBnXkFtZTcwNjE2MDg2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Nicolas Winding Refn'],\n",
+ " 'rating': Decimal('6'),\n",
+ " 'rank': Decimal('157'),\n",
+ " 'running_time_secs': Decimal('5400')},\n",
+ " 'title': 'Only God Forgives'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['James Franco', 'Michelle Williams', 'Rachel Weisz'],\n",
+ " 'release_date': '2013-02-14T00:00:00Z',\n",
+ " 'plot': 'A small-time magician is swept away to an enchanted land and is forced into a power struggle between three witches.',\n",
+ " 'genres': ['Adventure', 'Family', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjMyMzQ1ODM1MF5BMl5BanBnXkFtZTcwMjE2MTQxOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Sam Raimi'],\n",
+ " 'rating': Decimal('6.5'),\n",
+ " 'rank': Decimal('172'),\n",
+ " 'running_time_secs': Decimal('7800')},\n",
+ " 'title': 'Oz the Great and Powerful'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Idris Elba', 'Charlie Hunnam', 'Rinko Kikuchi'],\n",
+ " 'release_date': '2013-07-02T00:00:00Z',\n",
+ " 'plot': 'As a war between humankind and monstrous sea creatures wages on, a former pilot and a trainee are paired up to drive a seemingly obsolete special weapon in a desperate effort to save the world from the apocalypse.',\n",
+ " 'genres': ['Action', 'Adventure', 'Fantasy', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY3MTI5NjQ4Nl5BMl5BanBnXkFtZTcwOTU1OTU0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Guillermo del Toro'],\n",
+ " 'rating': Decimal('7.5'),\n",
+ " 'rank': Decimal('81'),\n",
+ " 'running_time_secs': Decimal('7860')},\n",
+ " 'title': 'Pacific Rim'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Mark Wahlberg', 'Dwayne Johnson', 'Anthony Mackie'],\n",
+ " 'release_date': '2013-04-11T00:00:00Z',\n",
+ " 'plot': 'A trio of bodybuilders in Florida get caught up in an extortion ring and a kidnapping scheme that goes terribly wrong.',\n",
+ " 'genres': ['Comedy', 'Crime', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU0NDE5NTU0OV5BMl5BanBnXkFtZTcwMzI1OTMzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Michael Bay'],\n",
+ " 'rating': Decimal('6.5'),\n",
+ " 'rank': Decimal('61'),\n",
+ " 'running_time_secs': Decimal('7740')},\n",
+ " 'title': 'Pain & Gain'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Liam Hemsworth', 'Gary Oldman', 'Harrison Ford'],\n",
+ " 'release_date': '2013-08-15T00:00:00Z',\n",
+ " 'plot': \"An entry-level employee at a powerful corporation finds himself occupying a corner office, but at a dangerous price: he must spy on his boss's old mentor to secure for him a multi-billion dollar advantage.\",\n",
+ " 'genres': ['Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUyNjYwMTYwM15BMl5BanBnXkFtZTcwNDA4NTc2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Robert Luketic'],\n",
+ " 'rating': Decimal('4.8'),\n",
+ " 'rank': Decimal('254'),\n",
+ " 'running_time_secs': Decimal('6360')},\n",
+ " 'title': 'Paranoia'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Zac Efron', 'Tom Welling', 'Billy Bob Thornton'],\n",
+ " 'release_date': '2013-09-01T00:00:00Z',\n",
+ " 'plot': \"A recounting of the chaotic events that occurred at Dallas' Parkland Hospital on the day U.S. President John F. Kennedy was assassinated.\",\n",
+ " 'genres': ['Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjE2NjkwNDE2MF5BMl5BanBnXkFtZTgwNDY5ODIxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Peter Landesman'],\n",
+ " 'rating': Decimal('5.6'),\n",
+ " 'rank': Decimal('208'),\n",
+ " 'running_time_secs': Decimal('5580')},\n",
+ " 'title': 'Parkland'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Logan Lerman',\n",
+ " 'Alexandra Daddario',\n",
+ " 'Brandon T. Jackson'],\n",
+ " 'release_date': '2013-08-07T00:00:00Z',\n",
+ " 'plot': 'In order to restore their dying safe haven, the son of Poseidon and his friends embark on a quest to the Sea of Monsters to find the mythical Golden Fleece while trying to stop an ancient evil from rising.',\n",
+ " 'genres': ['Adventure', 'Family', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUwODUyODI0Nl5BMl5BanBnXkFtZTcwNzAxODY2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Thor Freudenthal'],\n",
+ " 'rating': Decimal('6.5'),\n",
+ " 'rank': Decimal('85'),\n",
+ " 'running_time_secs': Decimal('6360')},\n",
+ " 'title': 'Percy Jackson: Sea of Monsters'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Carlos Alazraqui', 'Dane Cook', 'Stacy Keach'],\n",
+ " 'release_date': '2013-08-05T00:00:00Z',\n",
+ " 'plot': 'A cropdusting plane with a fear of heights lives his dream of competing in a famous around-the-world aerial race.',\n",
+ " 'genres': ['Animation', 'Adventure', 'Comedy', 'Family'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjAwODc5NzYzOF5BMl5BanBnXkFtZTcwNTk4MjEzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Klay Hall'],\n",
+ " 'rating': Decimal('5.2'),\n",
+ " 'rank': Decimal('100'),\n",
+ " 'running_time_secs': Decimal('5460')},\n",
+ " 'title': 'Planes'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Hugh Jackman', 'Jake Gyllenhaal', 'Viola Davis'],\n",
+ " 'release_date': '2013-08-30T00:00:00Z',\n",
+ " 'plot': \"When Keller Dover's daughter and her friend go missing, he takes matters into his own hands as the police pursue multiple leads and the pressure mounts. But just how far will this desperate father go to protect his family?\",\n",
+ " 'genres': ['Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg0NTIzMjQ1NV5BMl5BanBnXkFtZTcwNDc3MzM5OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Denis Villeneuve'],\n",
+ " 'rating': Decimal('8.2'),\n",
+ " 'rank': Decimal('3'),\n",
+ " 'running_time_secs': Decimal('9180')},\n",
+ " 'title': 'Prisoners'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Ryan Reynolds', 'Jeff Bridges', 'Mary-Louise Parker'],\n",
+ " 'release_date': '2013-07-17T00:00:00Z',\n",
+ " 'plot': 'A recently slain cop joins a team of undead police officers working for the Rest in Peace Department and tries to find the man who murdered him.',\n",
+ " 'genres': ['Action', 'Comedy', 'Crime', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM5OTYxNzE5N15BMl5BanBnXkFtZTcwMDU1MTQ4OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Robert Schwentke'],\n",
+ " 'rating': Decimal('5.4'),\n",
+ " 'rank': Decimal('79'),\n",
+ " 'running_time_secs': Decimal('5760')},\n",
+ " 'title': 'R.I.P.D.'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Bruce Willis', 'Helen Mirren', 'John Malkovich'],\n",
+ " 'release_date': '2013-07-18T00:00:00Z',\n",
+ " 'plot': 'Retired C.I.A. agent Frank Moses reunites his unlikely team of elite operatives for a global quest to track down a missing portable nuclear device.',\n",
+ " 'genres': ['Action', 'Comedy', 'Crime', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI2ODQ4ODY3Nl5BMl5BanBnXkFtZTcwNTc2NzE1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Dean Parisot'],\n",
+ " 'rating': Decimal('7'),\n",
+ " 'rank': Decimal('181'),\n",
+ " 'running_time_secs': Decimal('6960')},\n",
+ " 'title': 'Red 2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Vin Diesel', 'Karl Urban', 'Katee Sackhoff'],\n",
+ " 'release_date': '2013-09-04T00:00:00Z',\n",
+ " 'plot': \"Left for dead on a sun-scorched planet, Riddick finds himself up against an alien race of predators. Activating an emergency beacon alerts two ships: one carrying a new breed of mercenary, the other captained by a man from Riddick's past.\",\n",
+ " 'genres': ['Action', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk5NzYwMzQ4MV5BMl5BanBnXkFtZTcwMjE5MTI1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['David Twohy'],\n",
+ " 'rating': Decimal('6.8'),\n",
+ " 'rank': Decimal('14'),\n",
+ " 'running_time_secs': Decimal('7140')},\n",
+ " 'title': 'Riddick'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Hailee Steinfeld', 'Douglas Booth', 'Damian Lewis'],\n",
+ " 'release_date': '2013-09-24T00:00:00Z',\n",
+ " 'plot': 'When the star-crossed lovers of two enemy families meet, forbidden love ensues.',\n",
+ " 'genres': ['Drama', 'Romance'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTA3MjQwOTg4MTheQTJeQWpwZ15BbWU3MDM3NDE0OTk@._V1_SX400_.jpg',\n",
+ " 'directors': ['Carlo Carlei'],\n",
+ " 'rating': Decimal('5'),\n",
+ " 'rank': Decimal('152'),\n",
+ " 'running_time_secs': Decimal('7080')},\n",
+ " 'title': 'Romeo and Juliet'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Ben Affleck', 'Justin Timberlake', 'Gemma Arterton'],\n",
+ " 'release_date': '2013-09-25T00:00:00Z',\n",
+ " 'plot': 'When a poor college student who cracks an online poker game goes bust, he arranges a face-to-face with the man he thinks cheated him, a sly offshore entrepreneur.',\n",
+ " 'genres': ['Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU5OTA0MjI4Ml5BMl5BanBnXkFtZTgwMTgxOTQwMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Brad Furman'],\n",
+ " 'rating': Decimal('5.4'),\n",
+ " 'rank': Decimal('35'),\n",
+ " 'running_time_secs': Decimal('5460')},\n",
+ " 'title': 'Runner Runner'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Daniel Bruhl', 'Chris Hemsworth', 'Olivia Wilde'],\n",
+ " 'release_date': '2013-09-02T00:00:00Z',\n",
+ " 'plot': 'A re-creation of the merciless 1970s rivalry between Formula One rivals James Hunt and Niki Lauda.',\n",
+ " 'genres': ['Action', 'Biography', 'Drama', 'Sport'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQyMDE0MTY0OV5BMl5BanBnXkFtZTcwMjI2OTI0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Ron Howard'],\n",
+ " 'rating': Decimal('8.3'),\n",
+ " 'rank': Decimal('2'),\n",
+ " 'running_time_secs': Decimal('7380')},\n",
+ " 'title': 'Rush'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Julianne Hough', 'Josh Duhamel', 'Cobie Smulders'],\n",
+ " 'release_date': '2013-02-13T00:00:00Z',\n",
+ " 'plot': 'A young woman with a mysterious past lands in Southport, North Carolina where her bond with a widower forces her to confront the dark secret that haunts her.',\n",
+ " 'genres': ['Drama', 'Mystery', 'Romance', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg4MzcxODA3OV5BMl5BanBnXkFtZTcwMTYzNDkwOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Lasse Hallstrom'],\n",
+ " 'rating': Decimal('6.4'),\n",
+ " 'rank': Decimal('126'),\n",
+ " 'running_time_secs': Decimal('6900')},\n",
+ " 'title': 'Safe Haven'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Josh Duhamel', 'Dan Fogler', 'Miracle Laurie'],\n",
+ " 'release_date': '2013-03-09T00:00:00Z',\n",
+ " 'plot': \"Tensions rise between lifelong friends Mitchell and Carter after their truck breaks down on an isolated desert road as they start to attack each other's life decisions with unwavering brutality.\",\n",
+ " 'genres': ['Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjAyNjIyOTU0M15BMl5BanBnXkFtZTcwNTUwOTI2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Kevin Goetz', 'Michael Goetz'],\n",
+ " 'rating': Decimal('6.3'),\n",
+ " 'rank': Decimal('166')},\n",
+ " 'title': 'Scenic Route'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Rooney Mara', 'Channing Tatum', 'Jude Law'],\n",
+ " 'release_date': '2013-02-08T00:00:00Z',\n",
+ " 'plot': \"A young woman's world unravels when a drug prescribed by her psychiatrist has unexpected side effects.\",\n",
+ " 'genres': ['Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc2MzY0NDAwOF5BMl5BanBnXkFtZTcwMTE1Mzc4OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Steven Soderbergh'],\n",
+ " 'rating': Decimal('7.1'),\n",
+ " 'rank': Decimal('116'),\n",
+ " 'running_time_secs': Decimal('6360')},\n",
+ " 'title': 'Side Effects'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Chris Pine', 'Zachary Quinto', 'Zoe Saldana'],\n",
+ " 'release_date': '2013-05-02T00:00:00Z',\n",
+ " 'plot': 'After the crew of the Enterprise find an unstoppable force of terror from within their own organization, Captain Kirk leads a manhunt to a war-zone world to capture a one man weapon of mass destruction.',\n",
+ " 'genres': ['Action', 'Adventure', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk2NzczOTgxNF5BMl5BanBnXkFtZTcwODQ5ODczOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['J.J. Abrams'],\n",
+ " 'rating': Decimal('7.9'),\n",
+ " 'rank': Decimal('16'),\n",
+ " 'running_time_secs': Decimal('7920')},\n",
+ " 'title': 'Star Trek Into Darkness'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Mia Wasikowska', 'Nicole Kidman', 'Matthew Goode'],\n",
+ " 'release_date': '2013-01-20T00:00:00Z',\n",
+ " 'plot': \"After India's father dies, her Uncle Charlie, who she never knew existed, comes to live with her and her unstable mother. She comes to suspect this mysterious, charming man has ulterior motives and becomes increasingly infatuated with him.\",\n",
+ " 'genres': ['Drama', 'Mystery', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI3MTM5ODI5MV5BMl5BanBnXkFtZTcwMjE1Mzc4OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Chan-wook Park'],\n",
+ " 'rating': Decimal('6.9'),\n",
+ " 'rank': Decimal('245'),\n",
+ " 'running_time_secs': Decimal('5940')},\n",
+ " 'title': 'Stoker'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Katie Chang', 'Israel Broussard', 'Emma Watson'],\n",
+ " 'release_date': '2013-05-16T00:00:00Z',\n",
+ " 'plot': \"Inspired by actual events, a group of fame-obsessed teenagers use the internet to track celebrities' whereabouts in order to rob their homes.\",\n",
+ " 'genres': ['Crime', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQzMTgwMzQxN15BMl5BanBnXkFtZTcwOTcwNTY0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Sofia Coppola'],\n",
+ " 'rating': Decimal('5.8'),\n",
+ " 'rank': Decimal('41'),\n",
+ " 'running_time_secs': Decimal('5400')},\n",
+ " 'title': 'The Bling Ring'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Forest Whitaker', 'Oprah Winfrey', 'John Cusack'],\n",
+ " 'release_date': '2013-08-05T00:00:00Z',\n",
+ " 'plot': \"As Cecil Gaines serves eight presidents during his tenure as a butler at the White House, the civil rights movement, Vietnam, and other major events affect this man's life, family, and American society.\",\n",
+ " 'genres': ['Biography', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjM2NDY3MjkyMF5BMl5BanBnXkFtZTcwMDM5Nzg5OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Lee Daniels'],\n",
+ " 'rating': Decimal('6.6'),\n",
+ " 'rank': Decimal('56'),\n",
+ " 'running_time_secs': Decimal('7920')},\n",
+ " 'title': 'The Butler'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Halle Berry', 'Evie Thompson', 'Abigail Breslin'],\n",
+ " 'release_date': '2013-03-14T00:00:00Z',\n",
+ " 'plot': \"When a veteran 911 operator takes a life-altering call from a teenage girl who has just been abducted, she realizes that she must confront a killer from her past in order to save the girl's life.\",\n",
+ " 'genres': ['Crime', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjExNDkzNjAwOV5BMl5BanBnXkFtZTcwMDMzMzQwOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Brad Anderson'],\n",
+ " 'rating': Decimal('6.6'),\n",
+ " 'rank': Decimal('115'),\n",
+ " 'running_time_secs': Decimal('5640')},\n",
+ " 'title': 'The Call'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Kevin Zegers', 'Laurence Fishburne', 'Bill Paxton'],\n",
+ " 'release_date': '2013-04-26T00:00:00Z',\n",
+ " 'plot': 'Forced underground by the next ice age, a struggling outpost of survivors must fight to preserve humanity against a threat even more savage than nature.',\n",
+ " 'genres': ['Action', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNzAzNzEzNDA4OF5BMl5BanBnXkFtZTcwOTUwODA3OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jeff Renfroe'],\n",
+ " 'rating': Decimal('5.2'),\n",
+ " 'rank': Decimal('219'),\n",
+ " 'running_time_secs': Decimal('5700')},\n",
+ " 'title': 'The Colony'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Patrick Wilson', 'Vera Farmiga', 'Ron Livingston'],\n",
+ " 'release_date': '2013-06-08T00:00:00Z',\n",
+ " 'plot': 'Paranormal investigators Ed and Lorraine Warren work to help a family terrorized by a dark presence in their farmhouse.',\n",
+ " 'genres': ['Horror', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM3NjA1NDMyMV5BMl5BanBnXkFtZTcwMDQzNDMzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['James Wan'],\n",
+ " 'rating': Decimal('7.7'),\n",
+ " 'rank': Decimal('25'),\n",
+ " 'running_time_secs': Decimal('6720')},\n",
+ " 'title': 'The Conjuring'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Brad Pitt', 'Goran Visnjic', 'Michael Fassbender'],\n",
+ " 'release_date': '2013-10-25T00:00:00Z',\n",
+ " 'plot': 'A lawyer finds himself in over his head when he gets involved in drug trafficking.',\n",
+ " 'genres': ['Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc3ODk0MTY0N15BMl5BanBnXkFtZTgwOTU2MTEzMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Ridley Scott'],\n",
+ " 'rank': Decimal('155'),\n",
+ " 'running_time_secs': Decimal('6660')},\n",
+ " 'title': 'The Counselor'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Nicolas Cage', 'Ryan Reynolds', 'Emma Stone'],\n",
+ " 'release_date': '2013-02-15T00:00:00Z',\n",
+ " 'plot': 'After their cave is destroyed, a caveman family must trek through an unfamiliar fantastical world with the help of an inventive boy.',\n",
+ " 'genres': ['Animation', 'Adventure', 'Comedy', 'Family', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTcyOTc2OTA1Ml5BMl5BanBnXkFtZTcwOTI1MjkzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Kirk De Micco', 'Chris Sanders'],\n",
+ " 'rating': Decimal('7.3'),\n",
+ " 'rank': Decimal('91'),\n",
+ " 'running_time_secs': Decimal('5880')},\n",
+ " 'title': 'The Croods'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Brit Marling', 'Alexander Skarsgard', 'Ellen Page'],\n",
+ " 'release_date': '2013-01-20T00:00:00Z',\n",
+ " 'plot': 'An operative for an elite private intelligence firm finds her priorities changing dramatically after she is tasked with infiltrating an anarchist group known for executing covert attacks upon major corporations.',\n",
+ " 'genres': ['Crime', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjEyNjQzMzg5Nl5BMl5BanBnXkFtZTcwMjExNzU1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Zal Batmanglij'],\n",
+ " 'rating': Decimal('6.9'),\n",
+ " 'rank': Decimal('89'),\n",
+ " 'running_time_secs': Decimal('6960')},\n",
+ " 'title': 'The East'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Robert De Niro', 'Michelle Pfeiffer', 'Dianna Agron'],\n",
+ " 'release_date': '2013-09-10T00:00:00Z',\n",
+ " 'plot': 'The Manzoni family, a notorious mafia clan, is relocated to Normandy, France under the witness protection program, where fitting in soon becomes challenging as their old habits die hard.',\n",
+ " 'genres': ['Action', 'Comedy', 'Crime'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjE2MzI0MzkyNV5BMl5BanBnXkFtZTcwMjQ2MDM2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Luc Besson'],\n",
+ " 'rating': Decimal('6.5'),\n",
+ " 'rank': Decimal('15'),\n",
+ " 'running_time_secs': Decimal('6660')},\n",
+ " 'title': 'The Family'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Benedict Cumberbatch',\n",
+ " 'Daniel Bruhl',\n",
+ " 'Carice van Houten'],\n",
+ " 'release_date': '2013-09-05T00:00:00Z',\n",
+ " 'plot': \"A dramatic thriller based on real events, THE FIFTH ESTATE reveals the quest to expose the deceptions and corruptions of power that turned an Internet upstart into the 21st century's most fiercely debated organization.\",\n",
+ " 'genres': ['Biography', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjY1MTY5NTg3M15BMl5BanBnXkFtZTgwMDQyMjgwMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Bill Condon'],\n",
+ " 'rating': Decimal('6.4'),\n",
+ " 'rank': Decimal('110'),\n",
+ " 'running_time_secs': Decimal('7680')},\n",
+ " 'title': 'The Fifth Estate'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Nicolas Cage', 'Vanessa Hudgens', 'John Cusack'],\n",
+ " 'release_date': '2013-07-11T00:00:00Z',\n",
+ " 'plot': 'An Alaska State Trooper partners with a young woman who escaped the clutches of serial killer Robert Hansen to bring the murderer to justice. Based on actual events.',\n",
+ " 'genres': ['Biography', 'Crime', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA0MjAyMjIxMl5BMl5BanBnXkFtZTcwNTQ1NDc2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Scott Walker'],\n",
+ " 'rating': Decimal('6.2'),\n",
+ " 'rank': Decimal('133'),\n",
+ " 'running_time_secs': Decimal('6300')},\n",
+ " 'title': 'The Frozen Ground'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Leonardo DiCaprio', 'Carey Mulligan', 'Joel Edgerton'],\n",
+ " 'release_date': '2013-05-01T00:00:00Z',\n",
+ " 'plot': 'A Midwestern war veteran finds himself drawn to the past and lifestyle of his millionaire neighbor.',\n",
+ " 'genres': ['Drama', 'Romance'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTkxNTk1ODcxNl5BMl5BanBnXkFtZTcwMDI1OTMzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Baz Luhrmann'],\n",
+ " 'rating': Decimal('7.3'),\n",
+ " 'rank': Decimal('18'),\n",
+ " 'running_time_secs': Decimal('8580')},\n",
+ " 'title': 'The Great Gatsby'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Bradley Cooper', 'Zach Galifianakis', 'Ed Helms'],\n",
+ " 'release_date': '2013-05-20T00:00:00Z',\n",
+ " 'plot': 'When one of their own is kidnapped by an angry gangster, the Wolf Pack must track down Mr. Chow, who has escaped from prison and is on the lam.',\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTA0NjE1MzMzODheQTJeQWpwZ15BbWU3MDY4MTQ3Mzk@._V1_SX400_.jpg',\n",
+ " 'directors': ['Todd Phillips'],\n",
+ " 'rating': Decimal('5.9'),\n",
+ " 'rank': Decimal('52'),\n",
+ " 'running_time_secs': Decimal('6000')},\n",
+ " 'title': 'The Hangover Part III'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Sandra Bullock',\n",
+ " 'Michael McDonald',\n",
+ " 'Melissa McCarthy'],\n",
+ " 'release_date': '2013-06-27T00:00:00Z',\n",
+ " 'plot': 'An uptight FBI Special Agent is paired with a foul-mouthed Boston cop to take down a ruthless drug lord.',\n",
+ " 'genres': ['Action', 'Comedy', 'Crime'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNDEwMTg2OTI5MF5BMl5BanBnXkFtZTcwNjgyNjkzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Paul Feig'],\n",
+ " 'rating': Decimal('6.9'),\n",
+ " 'rank': Decimal('141'),\n",
+ " 'running_time_secs': Decimal('7020')},\n",
+ " 'title': 'The Heat'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Martin Freeman', 'Ian McKellen', 'Richard Armitage'],\n",
+ " 'release_date': '2013-12-11T00:00:00Z',\n",
+ " 'plot': 'The Dwarves, Bilbo and Gandalf have successfully escaped the Misty Mountains, and Bilbo has gained the One Ring. They all continue their journey to get their gold back from the Dragon, Smaug.',\n",
+ " 'genres': ['Adventure', 'Drama', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjAxMjMzMzAxOV5BMl5BanBnXkFtZTcwNTU3NzU2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Peter Jackson'],\n",
+ " 'rank': Decimal('74')},\n",
+ " 'title': 'The Hobbit: The Desolation of Smaug'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Saoirse Ronan', 'Max Irons', 'Jake Abel'],\n",
+ " 'release_date': '2013-03-22T00:00:00Z',\n",
+ " 'plot': 'When an unseen enemy threatens mankind by taking over their bodies and erasing their memories, Melanie will risk everything to protect the people she cares most about, proving that love can conquer all in a dangerous new world.',\n",
+ " 'genres': ['Adventure', 'Romance', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjMwNDg1MTAzNV5BMl5BanBnXkFtZTcwNTk5ODI3OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Andrew Niccol'],\n",
+ " 'rating': Decimal('5.7'),\n",
+ " 'rank': Decimal('230'),\n",
+ " 'running_time_secs': Decimal('7500')},\n",
+ " 'title': 'The Host'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jennifer Lawrence',\n",
+ " 'Josh Hutcherson',\n",
+ " 'Liam Hemsworth'],\n",
+ " 'release_date': '2013-11-11T00:00:00Z',\n",
+ " 'plot': 'Katniss Everdeen and Peeta Mellark become targets of the Capitol after their victory in the 74th Hunger Games sparks a rebellion in the Districts of Panem.',\n",
+ " 'genres': ['Action', 'Adventure', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTAyMjQ3OTAxMzNeQTJeQWpwZ15BbWU4MDU0NzA1MzAx._V1_SX400_.jpg',\n",
+ " 'directors': ['Francis Lawrence'],\n",
+ " 'rank': Decimal('4'),\n",
+ " 'running_time_secs': Decimal('8760')},\n",
+ " 'title': 'The Hunger Games: Catching Fire'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Vince Vaughn', 'Owen Wilson', 'Rose Byrne'],\n",
+ " 'release_date': '2013-06-05T00:00:00Z',\n",
+ " 'plot': 'Two salesmen whose careers have been torpedoed by the digital age find their way into a coveted internship at Google, where they must compete with a group of young, tech-savvy geniuses for a shot at employment.',\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjM1MzczMDgwOV5BMl5BanBnXkFtZTcwMDM4NjM2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Shawn Levy'],\n",
+ " 'rating': Decimal('6.3'),\n",
+ " 'rank': Decimal('196'),\n",
+ " 'running_time_secs': Decimal('7140')},\n",
+ " 'title': 'The Internship'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Nick Robinson', 'Gabriel Basso', 'Moises Arias'],\n",
+ " 'release_date': '2013-01-19T00:00:00Z',\n",
+ " 'plot': 'Three teenage friends, in the ultimate act of independence, decide to spend their summer building a house in the woods and living off the land.',\n",
+ " 'genres': ['Comedy', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc3ODA1NTI0MV5BMl5BanBnXkFtZTcwOTE4OTUzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jordan Vogt-Roberts'],\n",
+ " 'rating': Decimal('7.1'),\n",
+ " 'rank': Decimal('107'),\n",
+ " 'running_time_secs': Decimal('5700')},\n",
+ " 'title': 'The Kings of Summer'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Liev Schreiber', 'Romola Garai', 'Elias Koteas'],\n",
+ " 'release_date': '2013-05-20T00:00:00Z',\n",
+ " 'plot': 'A group of astronaut explorers succumb one by one to a mysterious and terrifying force while collecting specimens on Mars.',\n",
+ " 'genres': ['Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk4ODgxMDU0M15BMl5BanBnXkFtZTgwOTg0NzcyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Ruairi Robinson'],\n",
+ " 'rating': Decimal('7.4'),\n",
+ " 'rank': Decimal('83'),\n",
+ " 'running_time_secs': Decimal('5880')},\n",
+ " 'title': 'The Last Days on Mars'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Johnny Depp', 'Armie Hammer', 'William Fichtner'],\n",
+ " 'release_date': '2013-06-22T00:00:00Z',\n",
+ " 'plot': 'Native American warrior Tonto recounts the untold tales that transformed John Reid, a man of the law, into a legend of justice.',\n",
+ " 'genres': ['Action', 'Adventure', 'Western'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI3Mjk5MTUxOV5BMl5BanBnXkFtZTcwNTMyNzY3OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Gore Verbinski'],\n",
+ " 'rating': Decimal('6.6'),\n",
+ " 'rank': Decimal('190'),\n",
+ " 'running_time_secs': Decimal('8940')},\n",
+ " 'title': 'The Lone Ranger'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Lily Collins',\n",
+ " 'Jamie Campbell Bower',\n",
+ " 'Robert Sheehan'],\n",
+ " 'release_date': '2013-08-12T00:00:00Z',\n",
+ " 'plot': 'When her mother disappears, Clary Fray learns that she descends from a line of warriors who protect our world from demons. She joins forces with others like her and heads into a dangerous alternate New York called Downworld.',\n",
+ " 'genres': ['Action',\n",
+ " 'Adventure',\n",
+ " 'Drama',\n",
+ " 'Fantasy',\n",
+ " 'Mystery',\n",
+ " 'Romance'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc5NzAyOTQyNF5BMl5BanBnXkFtZTcwNzQ1MDc4OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Harald Zwart'],\n",
+ " 'rating': Decimal('6.6'),\n",
+ " 'rank': Decimal('32'),\n",
+ " 'running_time_secs': Decimal('7800')},\n",
+ " 'title': 'The Mortal Instruments: City of Bones'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Ethan Hawke', 'Lena Headey', 'Max Burkholder'],\n",
+ " 'release_date': '2013-05-02T00:00:00Z',\n",
+ " 'plot': 'A family is held hostage for harboring the target of a murderous syndicate during the Purge, a 12-hour period in which any and all crime is legalized.',\n",
+ " 'genres': ['Horror', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU0OTE1Nzk2NF5BMl5BanBnXkFtZTcwMjE5NDY0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['James DeMonaco'],\n",
+ " 'rating': Decimal('5.5'),\n",
+ " 'rank': Decimal('125'),\n",
+ " 'running_time_secs': Decimal('5100')},\n",
+ " 'title': 'The Purge'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Neil Patrick Harris', 'Jayma Mays', 'Katy Perry'],\n",
+ " 'release_date': '2013-07-28T00:00:00Z',\n",
+ " 'plot': \"The Smurfs team up with their human friends to rescue Smurfette, who has been kidnapped by Gargamel since she knows a secret spell that can turn the evil sorcerer's newest creation - creatures called the Naughties - into real Smurfs.\",\n",
+ " 'genres': ['Animation', 'Comedy', 'Family', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTkyNDUxODg3MV5BMl5BanBnXkFtZTcwNjE5OTY2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Raja Gosnell'],\n",
+ " 'rating': Decimal('4.9'),\n",
+ " 'rank': Decimal('184'),\n",
+ " 'running_time_secs': Decimal('6300')},\n",
+ " 'title': 'The Smurfs 2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Miles Teller', 'Shailene Woodley', 'Kyle Chandler'],\n",
+ " 'release_date': '2013-01-18T00:00:00Z',\n",
+ " 'plot': 'A hard-partying high school senior\\'s philosophy on life changes when he meets the not-so-typical \"nice girl.\"',\n",
+ " 'genres': ['Comedy', 'Drama', 'Romance'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA5MTc0NTkzM15BMl5BanBnXkFtZTcwODEwNjE3OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['James Ponsoldt'],\n",
+ " 'rating': Decimal('7.7'),\n",
+ " 'rank': Decimal('140'),\n",
+ " 'running_time_secs': Decimal('5700')},\n",
+ " 'title': 'The Spectacular Now'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Steve Carell', 'Toni Collette', 'Allison Janney'],\n",
+ " 'release_date': '2013-01-21T00:00:00Z',\n",
+ " 'plot': \"Shy 14-year-old Duncan goes on summer vacation with his mother, her overbearing boyfriend, and her boyfriend's daughter. Having a rough time fitting in, Duncan finds an unexpected friend in Owen, manager of the Water Wizz water park.\",\n",
+ " 'genres': ['Comedy', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTU5ODk5NDg0Nl5BMl5BanBnXkFtZTcwNzQwMjI1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Nat Faxon', 'Jim Rash'],\n",
+ " 'rating': Decimal('7.8'),\n",
+ " 'rank': Decimal('237'),\n",
+ " 'running_time_secs': Decimal('6180')},\n",
+ " 'title': 'The Way Way Back'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Leonardo DiCaprio', 'P.J. Byrne', 'Jon Favreau'],\n",
+ " 'release_date': '2013-11-14T00:00:00Z',\n",
+ " 'plot': 'Based on the true story of Jordan Belfort, from his rise to a wealthy stockbroker living the high life to his fall involving crime, corruption and the federal government.',\n",
+ " 'genres': ['Biography', 'Crime', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQ5OTI2MTQ1MV5BMl5BanBnXkFtZTcwMjY0Njk2OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Martin Scorsese'],\n",
+ " 'rank': Decimal('134')},\n",
+ " 'title': 'The Wolf of Wall Street'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Hugh Jackman', 'Will Yun Lee', 'Tao Okamoto'],\n",
+ " 'release_date': '2013-07-16T00:00:00Z',\n",
+ " 'plot': 'When Wolverine is summoned to Japan by an old acquaintance, he is embroiled in a conflict that forces him to confront his own demons.',\n",
+ " 'genres': ['Action', 'Adventure', 'Fantasy', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNzg1MDQxMTQ2OF5BMl5BanBnXkFtZTcwMTk3MjAzOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['James Mangold'],\n",
+ " 'rating': Decimal('7.1'),\n",
+ " 'rank': Decimal('124'),\n",
+ " 'running_time_secs': Decimal('7560')},\n",
+ " 'title': 'The Wolverine'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Simon Pegg', 'Nick Frost', 'Martin Freeman'],\n",
+ " 'release_date': '2013-07-18T00:00:00Z',\n",
+ " 'plot': \"Five friends who reunite in an attempt to top their epic pub crawl from 20 years earlier unwittingly become humankind's only hope for survival.\",\n",
+ " 'genres': ['Action', 'Comedy', 'Sci-Fi'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNzA1MTk1MzY0OV5BMl5BanBnXkFtZTgwNjkzNTUwMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Edgar Wright'],\n",
+ " 'rating': Decimal('7.5'),\n",
+ " 'rank': Decimal('45'),\n",
+ " 'running_time_secs': Decimal('6540')},\n",
+ " 'title': \"The World's End\"},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['James Franco', 'Jonah Hill', 'Seth Rogen'],\n",
+ " 'release_date': '2013-06-03T00:00:00Z',\n",
+ " 'plot': \"While attending a party at James Franco's house, Seth Rogen, Jay Baruchel and many other celebrities are faced with the apocalypse.\",\n",
+ " 'genres': ['Comedy', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQxODE3NjM1Ml5BMl5BanBnXkFtZTcwMzkzNjc4OA@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Evan Goldberg', 'Seth Rogen'],\n",
+ " 'rating': Decimal('7.2'),\n",
+ " 'rank': Decimal('6'),\n",
+ " 'running_time_secs': Decimal('6420')},\n",
+ " 'title': 'This Is the End'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Chris Hemsworth', 'Natalie Portman', 'Tom Hiddleston'],\n",
+ " 'release_date': '2013-10-30T00:00:00Z',\n",
+ " 'plot': 'Faced with an enemy that even Odin and Asgard cannot withstand, Thor must embark on his most perilous and personal journey yet, one that will reunite him with Jane Foster and force him to sacrifice everything to save us all.',\n",
+ " 'genres': ['Action', 'Adventure', 'Fantasy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQyNzAwOTUxOF5BMl5BanBnXkFtZTcwMTE0OTc5OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Alan Taylor'],\n",
+ " 'rank': Decimal('5')},\n",
+ " 'title': 'Thor: The Dark World'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['James McAvoy', 'Rosario Dawson', 'Vincent Cassel'],\n",
+ " 'release_date': '2013-03-27T00:00:00Z',\n",
+ " 'plot': 'An art auctioneer who has become mixed up with a group of criminals partners with a hypnotherapist in order to recover a lost painting.',\n",
+ " 'genres': ['Crime', 'Drama', 'Mystery', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjMzNjU1MTg5NF5BMl5BanBnXkFtZTcwMTExMTcwOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Danny Boyle'],\n",
+ " 'rating': Decimal('6.9'),\n",
+ " 'rank': Decimal('217'),\n",
+ " 'running_time_secs': Decimal('6060')},\n",
+ " 'title': 'Trance'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Ryan Reynolds', 'Paul Giamatti', 'Maya Rudolph'],\n",
+ " 'release_date': '2013-07-17T00:00:00Z',\n",
+ " 'plot': 'A freak accident might just help an everyday garden snail achieve his biggest dream: winning the Indy 500.',\n",
+ " 'genres': ['Animation', 'Adventure', 'Comedy', 'Family', 'Sport'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTA4NTgwMjM5MzheQTJeQWpwZ15BbWU3MDg2ODA1ODk@._V1_SX400_.jpg',\n",
+ " 'directors': ['David Soren'],\n",
+ " 'rating': Decimal('6.3'),\n",
+ " 'rank': Decimal('189'),\n",
+ " 'running_time_secs': Decimal('5760')},\n",
+ " 'title': 'Turbo'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Lawrence Michael Levine',\n",
+ " 'Kelsy Abbott',\n",
+ " 'Adam Wingard'],\n",
+ " 'release_date': '2013-01-19T00:00:00Z',\n",
+ " 'plot': \"Searching for a missing student, two private investigators break into his house and find collection of VHS tapes. Viewing the horrific contents of each cassette, they realize there may be dark motives behind the student's disappearance.\",\n",
+ " 'genres': ['Horror', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BODg4OTMxNDAxMV5BMl5BanBnXkFtZTcwMjM4ODQ0OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Simon Barrett', 'Jason Eisener', 'Gareth Evans'],\n",
+ " 'rating': Decimal('6.2'),\n",
+ " 'rank': Decimal('90'),\n",
+ " 'running_time_secs': Decimal('5760')},\n",
+ " 'title': 'V/H/S/2'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Nicholas Hoult', 'Teresa Palmer', 'John Malkovich'],\n",
+ " 'release_date': '2013-01-16T00:00:00Z',\n",
+ " 'plot': 'After a highly unusual zombie saves a still-living girl from an attack, the two form a relationship that sets in motion events that might transform the entire lifeless world.',\n",
+ " 'genres': ['Comedy', 'Horror', 'Romance'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQ4MjY2MjMzOV5BMl5BanBnXkFtZTcwMDUxNzIwOQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jonathan Levine'],\n",
+ " 'rating': Decimal('6.9'),\n",
+ " 'rank': Decimal('175'),\n",
+ " 'running_time_secs': Decimal('5880')},\n",
+ " 'title': 'Warm Bodies'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Bill Sage', 'Ambyr Childers', 'Julia Garner'],\n",
+ " 'release_date': '2013-01-18T00:00:00Z',\n",
+ " 'plot': 'The Parkers, a reclusive family who follow ancient customs, find their secret existence threatened as a torrential downpour moves into their area, forcing daughters Iris and Rose to assume responsibilities beyond those of a typical family.',\n",
+ " 'genres': ['Drama', 'Horror', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI3NjI3NjAyN15BMl5BanBnXkFtZTgwODE3NzMxMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Jim Mickle'],\n",
+ " 'rating': Decimal('6.2'),\n",
+ " 'rank': Decimal('21'),\n",
+ " 'running_time_secs': Decimal('6300')},\n",
+ " 'title': 'We Are What We Are'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Jason Sudeikis', 'Jennifer Aniston', 'Emma Roberts'],\n",
+ " 'release_date': '2013-08-03T00:00:00Z',\n",
+ " 'plot': 'A veteran pot dealer creates a fake family as part of his plan to move a huge shipment of weed into the U.S. from Mexico.',\n",
+ " 'genres': ['Comedy', 'Crime'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA5Njc0NDUxNV5BMl5BanBnXkFtZTcwMjYzNzU1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Rawson Marshall Thurber'],\n",
+ " 'rating': Decimal('7.2'),\n",
+ " 'rank': Decimal('13'),\n",
+ " 'running_time_secs': Decimal('6600')},\n",
+ " 'title': \"We're the Millers\"},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Channing Tatum', 'Jamie Foxx', 'Maggie Gyllenhaal'],\n",
+ " 'release_date': '2013-06-26T00:00:00Z',\n",
+ " 'plot': 'While on a tour of the White House with his young daughter, a Capitol policeman springs into action to save his child and protect the president from a heavily armed group of paramilitary invaders.',\n",
+ " 'genres': ['Action', 'Drama', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTAyNzQyNTcwNjVeQTJeQWpwZ15BbWU3MDAwOTQ4Nzk@._V1_SX400_.jpg',\n",
+ " 'directors': ['Roland Emmerich'],\n",
+ " 'rating': Decimal('6.4'),\n",
+ " 'rank': Decimal('60'),\n",
+ " 'running_time_secs': Decimal('7860')},\n",
+ " 'title': 'White House Down'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Brad Pitt', 'Mireille Enos', 'Daniella Kertesz'],\n",
+ " 'release_date': '2013-06-02T00:00:00Z',\n",
+ " 'plot': 'United Nations employee Gerry Lane traverses the world in a race against time to stop the Zombie pandemic that is toppling armies and governments, and threatening to destroy humanity itself.',\n",
+ " 'genres': ['Action', 'Adventure', 'Horror', 'Sci-Fi', 'Thriller'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg0NTgxMjIxOF5BMl5BanBnXkFtZTcwMDM0MDY1OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Marc Forster'],\n",
+ " 'rating': Decimal('7.1'),\n",
+ " 'rank': Decimal('8'),\n",
+ " 'running_time_secs': Decimal('6960')},\n",
+ " 'title': 'World War Z'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Sam Eidson', 'Anne Gee Byrd', 'Brock England'],\n",
+ " 'release_date': '2013-04-25T00:00:00Z',\n",
+ " 'plot': 'An overgrown nerd who serves as Grand Master of a fantasy board game finds his role as leader of the misfits put into jeopardy when a new initiate enters the group.',\n",
+ " 'genres': ['Comedy'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQ3MDU4MTI3NV5BMl5BanBnXkFtZTgwMzg5NDYyMDE@._V1_SX400_.jpg',\n",
+ " 'directors': ['Katie Graham', 'Andrew Matthews'],\n",
+ " 'rating': Decimal('6.2'),\n",
+ " 'rank': Decimal('202'),\n",
+ " 'running_time_secs': Decimal('5160')},\n",
+ " 'title': 'Zero Charisma'},\n",
+ " {'year': Decimal('2013'),\n",
+ " 'info': {'actors': ['Ashton Kutcher', 'Dermot Mulroney', 'Josh Gad'],\n",
+ " 'release_date': '2013-01-25T00:00:00Z',\n",
+ " 'plot': \"The story of Steve Jobs' ascension from college dropout into one of the most revered creative entrepreneurs of the 20th century.\",\n",
+ " 'genres': ['Biography', 'Drama'],\n",
+ " 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM5NTQ3MTYxN15BMl5BanBnXkFtZTcwODE2Nzk3OQ@@._V1_SX400_.jpg',\n",
+ " 'directors': ['Joshua Michael Stern'],\n",
+ " 'rating': Decimal('5.6'),\n",
+ " 'rank': Decimal('66'),\n",
+ " 'running_time_secs': Decimal('7680')},\n",
+ " 'title': 'jOBS'}],\n",
+ " 'Count': 122,\n",
+ " 'ScannedCount': 122,\n",
+ " 'ResponseMetadata': {'RequestId': 'E25U80AU03627U0BSHQC4KGDBFVV4KQNSO5AEMVJF66Q9ASUAAJG',\n",
+ " 'HTTPStatusCode': 200,\n",
+ " 'HTTPHeaders': {'server': 'Server',\n",
+ " 'date': 'Thu, 16 Nov 2023 07:33:21 GMT',\n",
+ " 'content-type': 'application/x-amz-json-1.0',\n",
+ " 'content-length': '81254',\n",
+ " 'connection': 'keep-alive',\n",
+ " 'x-amzn-requestid': 'E25U80AU03627U0BSHQC4KGDBFVV4KQNSO5AEMVJF66Q9ASUAAJG',\n",
+ " 'x-amz-crc32': '243257950'},\n",
+ " 'RetryAttempts': 0}}"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from boto3.dynamodb.conditions import Key\n",
+ "movies.query(\n",
+ " KeyConditionExpression=Key('year').eq(2013)\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": ".venv",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.4"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}