/Covid19-India-Analysis-and-Forecasting

End-End Covid19 : India Data extraction and Analysis, Predictive Modelling Project. Kaggle Week 1 Forecasting Challenge.

Primary LanguagePython

Covid 19 : India Analysis and Forecasting

Dashboard for analysing and forecasting the spread of the pandemic using curve fitting, Time-Series forecasting and Supervised Machine Learning models and metrics.

  1. Plotly-Dash Dashboard.
  2. Analysis and Visualization Notebook.
  3. Data Ingestion Script.
National/State-Wise Analysis Growth Factor/Ratio
Delhi Growth-factor
Cases Forecast (SARIMAX, Lasso Regression, Logistic-Fit, Growth-Ratio)
Log-Fit Cases-Fit

Data Sources

  1. Daily Case Statistics: covid19india.org API.
  2. Daily ICMR Testing Samples Data: Data Meet.