P44StatisticsBeginnerChoose10 min
Choose and Interpret an EDA Chart
Choose charts for exploratory questions and interpret them cautiously.
#eda#visualization#distributions#chart selection
Scenario
Investigate customer-spending distribution, advertising-spend versus revenue, and sales totals by region. The spending histogram has a long right tail.
Problem statement
Choose charts and a useful follow-up.
Your Task
- Match histogram, scatter plot, and bar chart.
- Interpret the right tail.
- Propose a follow-up.
- Explain why visualization is not causality.
Related Concepts
HistogramsScatter plotsOutliersEDA
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