What are some case studies of exploratory data analysis?

What are some case studies of exploratory data analysis?

Exploratory Data Analysis (EDA) is crucial for understanding data. One notable case study is the analysis of the Titanic dataset, where EDA helped identify factors affecting survival rates.

Can you explain how EDA was applied in that case?

Sure! In the Titanic case study, EDA involved visualizing survival rates based on variables like age, gender, and class. This helped uncover insights, such as women and children having higher survival rates.

What tools are commonly used for EDA?

Common tools for EDA include Python libraries like Pandas and Matplotlib, as well as R packages like ggplot2. These tools help in data manipulation and visualization.

Are there any other interesting case studies?

Yes, another interesting case study is the analysis of customer churn in telecom companies, where EDA revealed patterns in customer behavior that led to targeted retention strategies.