In this data analytics project, I perform a comprehensive exploratory data analysis (EDA) using Python programming. I use an insurance charges dataset found on Kaggle. Basically, it includes data loading, initial inspection, statistical summaries, visualization, and correlation analysis. Here is the step by step EDA process of the insurance data: Initial Data Inspection Univariate Analysis…
Kaggle is a popular platform for data science and machine learning enthusiasts. It provides access to a vast collection of datasets that can be used for analysis, research, and model training. There are two ways to download datasets from the Kaggle website: manual download or through Kaggle API. In this post, you will learn how…