This project analyzes traffic accidents using data from MongoDB connected with Mongo Spark Connector
- Ensure MongoDB is installed and running.
- Ensure Python is installed and running.
- Pyspark will be also installed
- pip install py4j==0.10.9
- pip install pyspark==3.1.2
- Install dependencies:
pip install -r requirements.txt
- Upload CSV data to MongoDB by running
python src/data_upload.py. - Everything else will be done by running:
python src/analysis.py. - For manualy fixing data run:
python src/NumbericType.py.
- Ensure MongoDB connection strings are correct in the scripts.
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Screenshot 1:
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Screenshot 2:
