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GitHub with the code used for collecting and analyzing the data:
https://instaloader.github.io/
This is an unofficial Instagram API to give you access to Instagram features such as likes, follows, etc. It is written in Python.
Instaloader is a tool to download pictures (or videos) along with their captions and other metadata from Instagram.
Notes:
- No login required by Instagram
- Only public material analyzed