Project Overview
This project uses data collected by the World Resources Institute. The data was last updated in June of 2022. I used python, pandas, and numpy to load, clean, and analyze the data set. The data set contained geospatial data as well and I used geopandas to visualize the data. Click on the live link to see all code and analysis in a Jupyter Notebooks file.
Tools Used
Python
Pandas
Numpy
Jupyter Notebook
Geospatial Data
Geopandas
Visualizations
Data Analysis
Data Cleaning