What is the importance of the 'explore' step in the EDA process?

  • To analyze and investigate the data
  • To clean and transform data
  • To communicate the results
  • To pose initial questions
The 'explore' step in the EDA process is crucial as it involves the analysis and investigation of the cleaned and transformed data, using statistical techniques and visualization methods. This stage helps uncover patterns, trends, relationships, and anomalies in the data, and aids in forming or refining hypotheses.
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