Data Science
Personal Finance Analytics
Statement parsing, auto-categorisation and spend forecasting
- Python
- Pandas
- Prophet
- Streamlit
- +2
Data Science · Mini Project
Density, growth and rank across every country in the world
Overview
Uses public World Bank population and land-area figures to compare countries on size, population, density and growth. The notebook ranks the largest and densest nations, tracks decades of growth for India and its neighbours, and plots area against population on log scales. An animated world map shows how population has shifted over time.
What makes it stand up
Module breakdown
Merges indicators and resolves country-name mismatches.
Derives density, growth rate and share of world total.
Top and bottom countries on each measure.
South Asia trends compared with world averages.
Static and animated Plotly choropleths.
After this, you will be able to
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Data Science
Statement parsing, auto-categorisation and spend forecasting