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3 cards from this section. Quick, good the night before a test.
What is Data Exploration?
Think about what happens after data collection.
What does data cleaning involve?
Consider tidying up your workspace.
What does Data Exploration primarily focus on?
Focus on the analysis step.
True or False: Data cleaning includes removing duplicates.
Consider what cleaning implies.
Consider a dataset that contains missing values and many duplicates. Describe a step-by-step strategy for cleaning this data before exploration.
Think about the cleaning process in a systematic way.
You’re working with a dataset of customer feedback comments aimed at feature selection. How would you determine which comments are relevant for improving a product?
Look for patterns and key terms that relate to product features.
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