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Free data visualization course

Data Visualization and Dashboard Storytelling

Module 09 Knowledge Check

5 questions. Pass mark 4 out of 5. Answer every question before checking the answer key below, then retry after reading the feedback.

1. Titles, labels and limits belong to…

2. Mixing plt. and ax. calls…

3. Matplotlib's automatic axis limits for a bar chart…

4. Annotations should be anchored in…

5. The export setting most often omitted is…

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Answer Key and Explanations

Check these only after attempting every question.

1. B - an axes

Size, saving and the overall title belong to the figure; everything else is per-axes.

2. B - silently styles the wrong panel once there are several

plt acts on whichever axes is current, which is fine for one chart only.

3. B - are chosen to fill the space, so often truncate

The misleading chart is the one you get by accepting the default.

4. B - data coordinates

Data coordinates survive resizing, which every figure eventually undergoes.

5. B - bbox_inches='tight'

Without it the pasted figure looks small and off-centre inside a large margin.

Practical Check

Apply this module to your own work: complete the module activity for *Matplotlib for Controlled Static Figures*, then write one sentence naming what your result shows and one naming what it does not.

Strong Answer Pattern

A strong answer names the task, the evidence used, the check performed, and the remaining limitation. It avoids "proved", "guaranteed", or "always" unless the evidence genuinely supports it.