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Statistics with Data Storytelling
Investigate fictional shipments and a separate simulated checklist trial. Learn descriptive summaries, sampling, uncertainty and honest data stories. Neither dataset demonstrates a real business or causal success; do not join trial participants to shipment rows.
Preparation: Comfort with tables, percentages, basic arithmetic and a calculator. Python is an optional companion; no prior statistics or Python is required.
Read all 12 modules as a guest, in any order. An optional account saves your place and reading marks. Practice rubrics are for self-review; they do not unlock reading or award a certificate.
Planning estimate: See the provisional lesson estimates; study timing has not been piloted. Timing and learner outcomes have not been piloted.
Start course Download original course materials (includes reference answers).
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12 lessons remain open to guests. Marking a lesson read records reading only; it does not award assessment credit or a certificate.
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Course contents
Ask a question the data can answer
Describe a typical value and what it hides
Make a chart that answers a specific question
Ask who and what are missing
Reason about probability without losing the denominator
Separate variation in people from uncertainty in an average
Put a range around an estimate
Compare groups without turning a p-value into a verdict
Decide whether a difference matters and whether the comparison is fair
Describe an association without inventing a cause
Turn evidence into a decision-ready story
Deliver an analysis another person can inspect
Practice and references
- Checkpoint assessments
- Capstone A defensible operational decision brief
- Reference capstone for comparison after your attempt
- Northstar Dispatch data dictionary and reproducibility
- Files for practice and reproduction
- Teaching and review guide
- Aabha Statistics with Data Storytelling
- Choose a practice route
- Explained practice and checkpoint answers · Separate answers
- Primary reference register
- Statistics with Data Storytelling
- Practice workbook
- Fictional practice data
- Checklist Trial
- Shipments Clean
- Shipments Raw
- Requirements