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 :)