Exploratory Data Analysis (EDA) is an approach to analyzing datasets to summarize their main characteristics, often using visual methods. EDA is crucial in identifying patterns, spotting anomalies, and checking assumptions before applying more formal statistical modeling. By utilizing techniques such as data visualization and summary statistics, EDA provides insights that help in understanding the structure and nuances of the data.
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