How does the 'explore' step in the EDA process aid in hypothesis generation?

  • It aids in cleaning and transforming data.
  • It helps in communicating the findings to stakeholders.
  • It helps in defining the questions for analysis.
  • It uncovers patterns, trends, relationships, and anomalies in the data.
The explore phase in the EDA process involves analyzing and investigating the data using statistical techniques and visualization methods. This step uncovers patterns, trends, relationships, and anomalies in the data, which can help in forming or refining hypotheses that could be formally tested in subsequent analysis steps.
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