Post on 07-Aug-2015
IMDb Dataset Analytics
Plot Overview: CS 185CPlot Overview: CS
185C
Rating: RCast & Crew:
Avi DeyPoonkodi Ponnambalam
Marc Nipuna Dominic Savio
Duration: 7 minutes
Genre: Science
● Launched in 1990 ● Started off as a
project by Col Needham
● World largest database of movies, tv shows
● Also has information on producers, directors, etc.
● Bought by Amazon in 1998
About IMDb
● Over 20 Files - sample set of actual database○ 2 million movies○ Actually 5m+
● Multiple zip files.○ convert to csv ○ Unix + Java
● Analysis done using Splunk○ Installed on
remote GoGrid machine
The Dataset
Movies and Ratings
Movie making is risky business
Rating vs MovieCount
Popular Movies and Their Ratings
Movie Review Board
MPAA rating distribution
Reason for R-rated
languagemildthematicelementsviolencebriefactionhumorrudesmoking
PG vs NC-17
explicitsexualsexualitycontentviolencegraphicstrongratingoriginalscene
Popular TV Series
Popular TV Series
● Short movies are the most popular amongst film producers
● Short, Drama, and Comedy account for more than 50% of the top genres in IMDb
Popular Genres
World War 2 - Tough Years for Movies
Movie releases and War.
Sentiment Analysis on User Reviews
● Using Stanford’s Movie review dataset.
Movies rated 1-4 stars Movies rated 7-10 stars
Sentiment is highly correlated with the ratings.
The dataset skips the ratings 5, 6
Sentiment Analysis on User Reviews
Good and Bad sentiments...
Love it, love it, love it! This is another absolutely superb performance from the Divine Miss M. From the beginning to the end, this is one big treat! Don't rent it- buy it now
wonderful movie with good story great humour
I really enjoyed this movie. The script is fresh and unpredictable and the acting is outstanding.It is a down-to-earth movie with characters one cares about. It brought tears into my eyes a few times but left me with a great feeling afterwards.
What a pathetic piece of ….
but it’s NOT THAT GOOD!
Do not watch this meddle, waste of time merely
dfdf
Hope you enjoyed our short Movie :)