Data Visualization and Communication Flashcards
7 cards from real Data Science practice questions. Tap to flip, then mark Knew It or Still Learning โ missed cards come back until you master them.
Read the first 7 Data Visualization and Communication flashcards as text
Which visualization is most appropriate for displaying hierarchical part-to-whole data with nested categories?
Answer: Treemap
A treemap uses nested rectangles sized by value to show hierarchical part-to-whole relationships.
What is the main advantage of small multiples?
Answer: They allow easy comparison across categories using a shared scale and layout
Small multiples repeat the same chart with consistent scales, enabling quick cross-category comparison.
Which is a key reason to choose a horizontal bar chart over vertical bars?
Answer: Long category labels are easier to read horizontally
Horizontal bars give room for long category labels without rotating or truncating text.
What does a choropleth map encode?
Answer: Values across geographic regions using color shading
A choropleth shades geographic areas by a data value, mapping quantities to regions.
When designing an interactive dashboard, what is a best practice for the default view?
Answer: Present the most important summary first with drill-down available
Showing key summaries upfront with optional drill-down balances clarity and depth.
Which mistake most commonly distorts the comparison of areas in bubble charts?
Answer: Sizing bubbles by diameter instead of area
Scaling bubble size by diameter rather than area exaggerates differences in the encoded value.
What is the most effective title for a business chart?
Answer: An action-oriented takeaway message stating the insight
A takeaway-style title states the insight directly, guiding viewers to the intended conclusion.