Exploratory Data Analysis for Customer Segmentation

CONTEXT
You are tasked with performing exploratory data analysis on a dataset containing customer information. The goal is to understand the customer behavior and identify distinct segments.

OBJECTIVE
The objective is to utilize statistical methods and data visualization techniques to extract meaningful insights from the dataset that can help in targeted marketing efforts.

FORMAT
Your analysis should begin with an overview of the dataset, followed by summary statistics, visualizations, and interpretations of the findings. Ensure to document your process and insights clearly.

EXAMPLES
For example, you might examine the distribution of customer ages, income levels, and purchasing habits using histograms and box plots. Additionally, consider using clustering techniques to determine potential customer segments based on their behavior.