About the tool

This is a forecasting tool built using Streamlit to forecast the unemployment rate for the next three months at the Kreis level in Germany. The purpose of the tool is to provide a complete pipeline from data analysis to model predictions in a simple easy-to-acess UI.

Tool Architecture

The following diagram shows the tool architecture which includes the data processing, predictions and deployment.

Streamlit Settings

Once you have started the tool, there are ways to customize your application.

• Start by selecting the dropdown on the top right of the page.
• Go to Settings.
• Select Wide Mode if you want the application to appear in a wider format. You can also change the application colors by selecting the theme dropdown option. You can find the references for the application below.