Tools for collecting , processing and analyzing twitter data
Project description
Twitter Toolbox
A suite of tools for collecting, pre-processing, analyzing and sentiment-scoring twitter data.
Developers:
-
Moe Antar (@Moe520)
- Twitter json parser and formatter
- Twitter bulk downloader
- Twitter Listener , in collaboration with Dr. Mirko Miorelli (https://github.com/mirkomiorelli)
- File downloading and uncompressing modules
- General maintenance and deployment procedures
-
Eric Schibli (@eschibli)
- Natural language processing algorithms
- Logistic regression models and ensembles
- LSTM Neural Nets
- Vector embedding algorithms
- Data pre-processing pipeline
- General model optimization
Under construction but functional. Please see the jupyter notebook (.ipynb) files at the root directory for demonstrations.
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