Data was taken from HydroSense Lab, IIT Delhi for soil erosion data — soil erosion lessens soil permeability and increases surface runoff of rivers and creeks, raising flood risk. Annual rainfall amounts were taken from FISC WRD (Flood Management Improvement Support Centre from the Water Resources Department from the Government of Bihar).
District population statistics (2011) are from citypopulation.de.Data used reflects annual or mean amounts. I also used quantile (equal interval) data classifciation groups. The Southwest Monsoon is the most significant and deadly monsoon season.
"The 2025 Southwest Monsoon drenched nearly half of India in record-breaking rainfall, leaving behind floods, landslides, and over 1,500 lives lost. The season ended with 108% of the long-period average (LPA) rainfall, marking the second consecutive year of above-normal monsoons."
— Global Climate Risks, "India's Changing Monsoon"