Exploratory Data Analysis (EDA) with Python
Exploratory Data Analysis (EDA) is a crucial step in understanding and analyzing datasets before applying advanced statistical techniques or building predictive models. In this tutorial, we’ll cover the basics of EDA, including statistical analysis, visualization techniques, and pattern identification, using Python. EDA is the process of summarizing key characteristics of a dataset to gain insights into its underlying structure. It involves examining the distribution, relationships, and patterns within the data. Steps of EDA: Data Collection: Gather the dataset from relevant…
