This project examines the growth of digital payments and e-commerce in India using publicly available data from RBI, NPCI, World Bank, and Our World in Data. Through a series of eight visualizations, the study analyzes trends in digital payment adoption, UPI transaction growth, internet penetration, and expansion of the e-commerce market. The findings indicate a strong relationship between increasing internet access and the adoption of digital payment systems. The rapid growth of UPI has played a significant role in accelerating India's transition toward a digital economy and has created new opportunities for retail businesses and consumers.

This report presents a descriptive statistical analysis of the Texas real estate panel in realestate_texas.csv with monthly market indicators for four cities (Beaumont, Bryan–College Station, Tyler, Wichita Falls) over 2010–2014 (N = 240 city–month observations).

Part Samples