aviv-israel / bitcoins_tweets_sentiment_analysis

Does Social Media Affect Bitcoin Price?

This is the official repository for the social media affect Bitcoin price project.

installation

git clone https://github.com/aviv-israel/bitcoins_tweets_sentiment_analysis.git
cd bitcoins_tweets_sentiment_analysis
pip install -r requirements.txt

structure

project
│   README.md  
│   requirements.txt
│   sentiment_analysis_1_models.ipynb
│   sentiment_analysis_2_visualisation.ipynb
│ 
└───data_generators
│   │   obtaining_crypto_prices_data_from_yahoo.ipynb
│   │   obtaining_twitter_tweets_from_file.ipynb
│   │   obtaining_twitter_tweets_with_twins.ipynb
│
└───preprocessing
│   │   preprocessing_1_remove_non_english_and_duplicates.ipynb
│   │   preprocessing_2_remove_urls_and_emoji.ipynb
│
└───analysis
│   │   analysis_bitcoin_price_data.ipynb
│   │   analysis_tweets_data.ipynb
│
└───models
│   └───model_checkpoints
│       │    bert_model.data-00000-of-00001
│       │    bert_model.index
│   │   BERT.ipynb
│
└───datasets
│
│