Rainfall deviation in India
In this project, I tested the hypothesis: since climate change entails more extreme temperatures and more extreme weather events such as drought, can temperature data predict drought one year ahead? I also built an animated visualization illustrating droughts and floods in India from 1930 to 2000.
Data storage: PostgreSQL
Libraries: sklearn, statsmodels, pandas, numpy, matplotlib, seaborn
Methods: Classification, time series analysis, visualization