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52 changes: 5 additions & 47 deletions README.md
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# TwitterBotDetection

### Twitonomy :
https://www.twitonomy.com/dashboard.php

### GET users/show :
https://developer.twitter.com/en/docs/accounts-and-users/follow-search-get-users/api-reference/get-users-show

### GET statuses/user_timeline :
https://developer.twitter.com/en/docs/tweets/timelines/api-reference/get-statuses-user_timeline

### User Object :
https://developer.twitter.com/en/docs/tweets/data-dictionary/overview/user-object

### Tweet Object :
https://developer.twitter.com/en/docs/tweets/data-dictionary/overview/tweet-object

### Entities Object :
https://developer.twitter.com/en/docs/tweets/data-dictionary/overview/entities-object

### Python Twitter Tools :
https://github.com/sixohsix/twitter/blob/master/twitter/api.py

### Twitter Python API official :
https://python-twitter.readthedocs.io/en/latest/twitter.html

### Twitter python API reference (Tweepy) :
http://docs.tweepy.org/en/latest/api.html

### Tweet Scraping :
https://pypi.org/project/GetOldTweets3/
### Unused scraper :
https://github.com/5hirish/tweet_scrapper/blob/master/USAGE.md

### Training data :
https://botometer.iuni.iu.edu/bot-repository/datasets.html


## FILES

1. Content_Data.csv - content features file
2. Graph_Data.csv - graph features file
3. Training_Data.csv - final, merged features for training the model
4. MergingTrainingData (py) - code used to merge features
5. RVMTrainingModel (py) - code for training the model, training model used : RVM with a linear kernel, testing accuracy : 81.25%


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