Instagram-Fake-Accounts-Detection

This work is an implementation of the following paper: Intagram Fake and Automated Account Detection

dataset link

Dataset Structures

The dataset contains of 2 set of json files with given features:

Fake Account Detection

1. user_media_count - Total number of posts, an account has.
2. user_follower_count - Total number of followers, an account has.
3. user_following_count - Total number of followings, an account has.
4. user_has_profil_pic - Whether an account has a profil picture, or not.
5. user_is_private - Whether an account is a private profile, or not.
6. user_biography_length - Number of characters present in account biography.
7. username_length - Number of characters present in account username.
8. username_digit_count - Number of digits present in account username.
9. is_fake - True, if account is a spam/fake account, False otherwise

Kaggel our dev enverment, you can use it to run this code