Blinkit Transactional Data Analysis
|Data Analyst (Personal Project)
Remote, India, India
Summary
Led the end-to-end analysis of Blinkit transactional data, from cleaning and transformation to advanced visualization, to uncover key sales patterns and customer behavior.
Highlights
Imported and cleaned a large Blinkit dataset using Pandas and NumPy, effectively handling null values and preparing data for robust analysis.
Conducted in-depth exploratory data analysis (EDA) leveraging descriptive statistics, correlation matrices, and aggregated summaries to identify significant trends.
Developed compelling visualizations with Matplotlib and Seaborn, including box plots, bar plots, and scatter plots, to reveal critical patterns in sales distribution and customer behavior.
Utilized `relplot` and `countplot` visual techniques to assess variable relationships and frequency distributions, enhancing data interpretability.