This project is an interactive dashboard built using streamlit and python. It uses Infrastructure and climate indicators from the Formal Sector World Bank Enterprise Surveys (WBES). It covers different countries over different years . It includes:
- Filters for year and country
- Ranked bar charts for selected indicators
- Indicator tables with wrapped headers
- Heatmaps showing relative performance
you can view the dashboard here: https://infrastructure-dashboard-wb.streamlit.app/
#structure of repository Data - contains datasets Data/clean contains datasets used by the dashboard Scripts- contains my cleaning and dasboard scripts requirements.txt contains all the packages required
#Using the dashboard code: streamlit run dashboard.py The dashboard will open in your browser Use the filters on the left to filter by year and countries The graphs , tables can be zoomed in and out
#Data sources Word Bank enterprise survey datasets: https://www.enterprisesurveys.org/en/data