What is exploratory data analysis?
Exploratory data analysis involves exploring, visualizing, and summarizing data to gain insights and uncover patterns. It helps researchers understand a dataset's structure, distribution, and relationships, allowing them to identify outliers, trends, and correlations. It enables analysts to form hypotheses and generate questions for further investigation, guiding the direction of subsequent data analysis and modelling.
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