imskr / reFlair

Reddit Flair Detection Web Application for r/india

Reddit Flair Detection Web Application for r/india.

_{Created by Shubham Kumar}

---

Work in Progress - Testing

Live: https://reflair.herokuapp.com

Local Set-up

• Linux

  $ git clone https://github.com/imskr/reFlair.git
  $ cd reflair
  $ python3 -m venv env_name
  $ source env_name/bin/activate
  $ pip3 install -r requirements.txt
  $ python3 app.py

Go to http://127.0.0.1:5000 to test your app

Note: If you have fish terminal run $ source env_name/bin/activate.fish

• Windows

  $ git clone https://github.com/imskr/reFlair.git
  $ cd reflair
  $ pip3 install -r requirements.txt
  $ python3 app.py

Go to http://localhost:5000 to test your app

Data (r/india)

• Data fetched using PRAW reddit API.

• Flairs supporting (currently 14)

• Note: na is added for unlabeled flair

  Label	Flair	Samples(Clean)
  1.	AskIndia	754
  2.	Business/Finance	1688
  3.	CAA-NRC-NPR	77
  4.	Food	99
  5.	Non-Political	1355
  6.	Policy/Economy	113
  7.	Politics	468
  8.	Scheduled	1419
  9.	Science/Technology	11
  10.	Coronavirus	44
  11.	Sports	3232
  12.	Photography	88
  13.	TIL	11
  14.	Unverified	55
  15.	na	121

• Distribution Graph

Training Algorithms

• Title+Body+URL as Feature

References

• Scrap Reddit Data
• PRAW: Docs