Explanation 1
Choose a chart for each question.
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Lesson 15 of 15
Build a short visual analytics report using histograms, line charts, bar or Pareto charts, scatter plots, tables, and critique.
Theory
Build a short visual analytics report using histograms, line charts, bar or Pareto charts, scatter plots, tables, and critique. This lesson treats charts as analytical tools. Students focus on the data question, variable type, source, scale, and audience before choosing or interpreting a display.
Explanation 1
Choose a chart for each question.
Explanation 2
Create a histogram, line chart, bar/Pareto chart, scatter plot, and table.
Explanation 3
Identify one deceptive design risk before writing the executive interpretation.
Interactive Mission
0%
A complete visual report uses several chart types and names at least one design risk.
R connection
Run and edit the R code. Use the floating guide for line-by-line explanations and common beginner mistakes.
Live R Lab
Use aggregate(), table(), xtabs(), and tapply() for compact summary tables.
Ready to run
Worked example
Scenario
A business education platform asks: build a short visual analytics report using histograms, line charts, bar or pareto charts, scatter plots, tables, and critique.
The chart is useful only when it answers the decision question.
Resource
Original template for the Module 3 visual analytics report.
DownloadReflection
Name the data question, the display, and one limitation.
Assistant
Coach me on Module 3 Capstone: Visual Analytics Report without giving direct quiz answers. Ask me to justify chart choice, scale, and interpretation.
Exit check
Try the hint button before submitting. Explanations appear after your answer is checked.
Checkpoint
Question 1 of 2. Answered 0/2. Passing score: 70%.