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Traffic Event Detection using Twitter Data


Available modules and scripts

  • main.py - Train and run the event detector
  • tweets_fetch.py - Fetches tweets from twitter using twitter api
  • filter_tweets.py - tweets preprocessing
  • models - Defines our deep learning models
  • training_ML - to trian via ML models (decision tree, Random Forest, XGboosting...)
  • train_detector - module for training the detector

Installation and setup

Running the traffic-event detector

To run the detector:

python src\main.py