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The Dashboard: Data Visualization with Matplotlib: Uncharted

Courses Data Visualization with MatplotlibThe Dashboard

The Dashboard

Carry one bike share dataset from raw rows to a coherent, honest dashboard.

Data Visualization with Matplotlib
Unit 12 of 12
20 lessons
166 min
480 XP

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Lessons

20 total

1The BriefTranslate a stakeholder brief into the questions a dashboard must answer.InteractiveConcept8 min20 XPOpen
2Load and LookLoad the three authored CSV tables and inspect stable structural summaries.CodeConcept8 min20 XPOpen
3Clean the MessParse dates and apply a documented interpolation policy to the missing day.CodeConcept8 min20 XPOpen
4The Headline NumberCompute the monthly total and change, then present them as a clear stat panel.CodeConcept8 min20 XPOpen
5Rides over the MonthPlot daily rides with a seven day rolling signal.CodeConcept8 min20 XPOpen
6The Weekday RhythmAggregate rides into an ordered Monday through Sunday comparison.CodeConcept8 min20 XPOpen
7Weather Moves RidersPlot temperature against rides and add a deterministic trend line.CodeConcept8 min20 XPOpen
8The Station LeagueShow the ten busiest stations and combine the remainder as Other.CodeConcept8 min20 XPOpen
9Hour by Day HeatPivot hourly rows into a weekday heatmap.CodeConcept8 min20 XPOpen
10Pick the PanelsSelect four complementary panels that answer the brief without redundancy.InteractiveConcept8 min20 XPOpen
11Grid the DashboardAssemble four complementary charts into a two by two figure.CodeConcept8 min20 XPOpen
12Style the DashboardApply one palette, quiet frames, and consistent hierarchy across four panels.CodeConcept8 min20 XPOpen
13Annotate the FindingsWrite takeaway panel titles and add one precise arrowed callout.CodeConcept8 min20 XPOpen
14The Executive CutPromote the monthly trend into one large, honest executive chart.CodeConcept8 min20 XPOpen
15Critique a DashboardIdentify every evidence and readability defect in a flawed dashboard.InteractiveConcept8 min20 XPOpen
16The Handoff NotesExplain the dashboard pipeline, visual choices, and caveats in plain language.InteractiveConcept8 min20 XPOpen
17Surprise Data DropRun a new week through the same cleaning and rolling pipeline unchanged.CodePractice8 min20 XPOpen
18The Dashboard CapstoneBuild the complete bike share dashboard from raw rows and a prose brief.CodeCapstone12 min80 XPOpen
19Beyond MatplotlibChoose when a static Matplotlib figure is enough and when interaction adds real value.InteractiveConcept8 min20 XPOpen
20Data Visualization Mastery CheckApply representative skills from the entire course in one polished analytical figure.CodeMastery check10 min40 XPOpen

The Extended Family