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I am currently conducting analysis on the relationship between tweets from certain users to the share price of certain companies. I am using public data obtained via the twitter API which includes the following fields:
username
name
tweet_id
tweet_post_time
tweet_text
tweet_likes
tweet_retweets
user_followers
user_friends
user_likes
user_tweets
user_public_lists
user_start_date
retweet

Would anyone be able to give some guidance or directives on how to ensure my analysis complies with Twitter’s security, privacy and other relevant data rules as set out in Twitter’s Developer policy? Am hopefully looking for a company data policy for someone who has done something similar.

Thank you

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I’m not twitter but - what exactly are you looking for?

When working with this data, you can do whatever you want - with some exceptions: More on restricted use cases – Twitter Developers | Twitter Developer Platform

When publishing data, you should strip out everything except the tweet_id and or user_id and share only the ids.

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