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mooc-analytics-guide
Analyzing MOOC data, learning analytics, and online education metrics
skills/domains/education/mooc-analytics-guide/SKILL.md
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# MOOC Analytics Guide
A skill for analyzing Massive Open Online Course data, implementing learning analytics pipelines, and extracting actionable insights from online education platforms. Covers clickstream processing, engagement modeling, dropout prediction, and A/B testing for course design.
## Data Sources and Formats
### Common MOOC Data Schemas
MOOC platforms export several standard data types:
| Data Type | Description | Typical Format |
|-----------|-------------|----------------|
| Clickstream logs | Page views, video plays, pauses, seeks | JSON event logs |
| Forum posts | Discussion text, timestamps, thread structure | CSV/JSON |