โ† All Data Science Flashcard Decks

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
  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.