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/"