Data Science Project
About the Time Series Tool
This powerful application provides comprehensive time series analysis capabilities, from decomposition and stationarity checks to automatic ARIMA modeling and forecasting. Built with Python's statsmodels and pmdarima, it offers professional-grade time series analysis in an accessible interface.
- Interactive time series visualization with date range controls
- Seasonal decomposition (trend, seasonal, residual)
- Stationarity checks with Augmented Dickey-Fuller test
- Automatic ARIMA model selection
- Forecasting with multiple error metrics
