This project performs exploratory data analysis (EDA) on a given dataset. It includes generating summary statistics, visualizations, and correlation heatmaps.
eda-project /
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├── data/ # Data files
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└── dataset.csv # Example dataset
├── src/
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├── eda.py # EDA script
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└── utils.py # Utility functions
├── tests/ # Test scripts
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└── test_utils.py # Unit tests for utilities
├── requirements.txt # Dependencies
└── README.md # Project documentation
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Clone the repository:
git clone https://github.com/karimosman89/eda-project.git cd eda-project -
Install the required packages:
pip install -r requirements.txt
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Prepare your dataset in the /data directory and name it dataset.csv.
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Run the EDA script:
python src/eda.py
python -m unittest discover -s tests
This project is licensed under the MIT License.