tweet-like-predictor

Predict how many likes your tweet ("X post") will get - at compose time.

How to use

1. Clone this repo, $ git clone https://github.com/gaborcselle/tweet-like-predictor
2. Install dependencies, $ pip install -r requirements.txt
3. Download your Twitter archive from https://twitter.com/settings/account
4. Unzip the archive
5. Extract the tweets.js file from the archive, move it into the directory where you cloned this repo
6. Run the script, $ python train_tweet_like_count_predictor.py - this will train a model on your tweets
7. Prediction: $ python predict_tweet_like_count.py "I love machine learning!" - this will predict how many likes your tweet will get