Indian Subreddit Flair prediciton

Creating a Classification model for predicting the the flair of a post using it's content, date and comments.

Database used

MongoDB, to save the extracted posts for analysis and easy share.

All Flairs(to be predicted)

Flair	Count
Non-Political	2161
NaN	9838
Politics	2122
Science/Technology	479
AskIndia	1385
Photography	254
Policy/Economy	478
Business/Finance	726
Sports	138
Food	147
Demonetization	80
Scheduled	28

API

• Praw( had a limit on post extraction)
• PushShift

Models Used

• Naive Bayes
• Linear SVM

Data set used

The given model contains a dataset of around 10000 posts, whuch took around 45 mins to extract and process. This data was the exported to MongoDB