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GitHub / rohan-deswal / covid-19-time-series-forecasting

This project analyzes daily Covid-19 data for Indian states using SARIMAX models. It preprocesses data, checks stationarity, applies differencing, analyzes autocorrelation, selects SARIMAX parameters, conducts diagnostics, and forecasts cases. Dynamic forecasting's impact is limited.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rohan-deswal%2Fcovid-19-time-series-forecasting

Stars: 0
Forks: 0
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 2.83 MB
Dependencies: 0

Created: 2 months ago
Updated: 2 months ago
Last pushed: 2 months ago
Last synced: 2 months ago

Topics: analysis, matplotlib, notebook-jupyter, python3, sarimax-model, scikit-learn, seaborn, statsmodels

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