User Worlflow

graph TD subgraph clean data A[Dataset Preparation: time-series excel workbook] end subgraph VAR model walkforward B[Predictions: unemployment rate forecasting on Kreis-level] C[Confidence Intervals: defaulted 95% confidence for predictions] end subgraph interpret predictions D[Visualizations: line plot, map of Germany and Bundesland] E[Rankings: kreise rankings and grouped rankings with line plots] end subgraph validate predictions F[Error Analysis: compare and get important structural data] end A --> B B --> C C --> D D --> E E --> F click A "../../steps/data_prep/" click B "../../steps/model/#fit-model-and-export-predictions" click D "../../steps/visualizations/" click E "../../steps/rankings/" click F "../../steps/error/"