exploratory-data-analysis

Exploratory data analysis (EDA) is a critical step in understanding the properties and patterns within a dataset. It involves visualizing data through various techniques such as histograms, scatter plots, and box plots, allowing researchers to identify trends, anomalies, and relationships between variables. EDA helps inform subsequent modeling choices and hypothesis generation.