HR · Regression / forecasting
Manpower Requirement Forecast
Estimate manpower demand from workload, activity mix, schedule intensity and historical productivity.
What is it trying to do?
Estimate manpower demand from workload, activity mix, schedule intensity and historical productivity.
How?
The project loads the bundled synthetic CSV, applies a transparent baseline analytical method, and presents outputs in a Streamlit interface. The purpose is to teach the workflow before a user substitutes authorized real data.
Responsible-use note: This tutorial supports workforce planning/training analysis only. Do not use it to automate consequential employment decisions about individuals.
How to run it
- Download the project ZIP.
- Extract it.
- Install Python 3.
- Open Command Prompt/Terminal in the extracted folder.
- Run
pip install -r requirements.txt. - Run
streamlit run app.py. - Open the local URL displayed by Streamlit.