In this repository, I have applied an exploratory data visualization script designed to analyze and visualize customer data across various retail outlets. It leverages Python libraries such as matplotlib, seaborn, pandas, and holoviews to perform data analysis, generate visualizations, and explore correlations between different data features.
Process:
- Setup
- Data Import
- Data Exploration and Summarization
- Visualizations
Bar Chart for Total Customers by Outlets
Segmenting Customers
Heatmap for Correlation
Line Chart for Time Series
Box Plots
Radar Charts
Comparative Bar Chart
Interactive Plots