Technical Workflow

graph TD subgraph Dataset Prep page A[time-series excel workbook with CleanerClass] end subgraph Model page B[Unemployment Rate Prediction on Kreis-level] C[Visualization: line plot, map of Germany] D[Output file: single excel worksheet] B --> C --> D end subgraph Error Analysis page E[Error Analysis] end subgraph Home page F[rankings & groups] end A --> B D --> E D --> F click A "https://github.com/prakharrathi25/the-tool-bmwi/blob/814aeeac9fff59c19286c86534a11476cf801f52/pages/data_prep.py" click B "https://github.com/prakharrathi25/the-tool-bmwi/blob/814aeeac9fff59c19286c86534a11476cf801f52/pages/model_page.py" click C "https://github.com/prakharrathi25/the-tool-bmwi/blob/814aeeac9fff59c19286c86534a11476cf801f52/pages/prediction_viz.py" click D "https://github.com/prakharrathi25/the-tool-bmwi/blob/814aeeac9fff59c19286c86534a11476cf801f52/pages/model_page.py" click E "https://github.com/prakharrathi25/the-tool-bmwi/blob/814aeeac9fff59c19286c86534a11476cf801f52/pages/error_analysis.py" click F "https://github.com/prakharrathi25/the-tool-bmwi/blob/814aeeac9fff59c19286c86534a11476cf801f52/pages/ranking.py"