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World-Bank-Open-Data

This project explored the relationship between a nation's overall education level and people's willingness to have children. Data is retrieved from World Bank's open data API. Several Visualizations are made to illustrate there is a negative relationship between the two factors.

The following tools are used:

  • Python
  • MySQL
  • R

Workflow:

  • Retrieve data from Worl Bank Open Data API using Python
  • Construct data base using MySQL in Python
  • Retrive data from data base in R
  • Make data visulization using ggplot