- Read Country IDs.ipynb
- Human Development Reports.ipynb
- (a).Data Processing and PCA Grade 4.ipynb (b).Data Processing and PCA Grade 8.ipynb
- Data Manipulation and EDA.ipynb
- All Visualizations.ipynb
Data URLs:
TIMSS: https://timss2019.org/international-database/
UNDP Human Development Reports: http://hdr.undp.org/en/content/download-data
Sample files (contain a sample of 100 records) are:
Grade 4: grade_4_final_sample.csv
Grade 8: grade_8_final_sample.csv