Structured course data from Udemy - title, category and sub-category, star rating, ratings count, enrolled students, sale and list price, last-updated date, and course URL. Built for edtech market research, competitive analysis, and content strategy.
Size and segment online-course demand by category, rating, and enrolment.
Benchmark courses on rating, reviews, students, and both sale and list price.
Find under-served topics and categories by comparing supply and demand signals.
Study sale-versus-list price distribution by category to position new course offerings.
Power course discovery, comparison, and affiliate products with structured data.
Use course attributes and ratings as features for recommendation and ranking models.
Every record is structured and ready to join against your CRM, data warehouse, or enrichment pipeline.
| Field | Type | Description | Coverage |
|---|---|---|---|
| course_name | string | Course title | 100% |
| category | string | Category | 100% |
| sub_category | string | Sub-category | 100% |
| ratings_score | float | Average rating (out of 5) | 100% |
| no_of_ratings | integer | Number of ratings | 100% |
| no_of_students | integer | Enrolled students | 100% |
| sale_price | float | Current sale price | 100% |
| normal_price | float | List price | 100% |
| last_updated | date | Course last-updated date | 99%+ |
| course_id | integer | Udemy course id | 100% |
| url | string | Course URL | 100% |
Coverage = percentage of records with that field populated. Download sample to inspect full schema →
We work around your infrastructure, not the other way around.
Complete records as a bulk file in your preferred format.
Filtered by any field in the schema.
Weekly or monthly delta updates.
Real-time access against specific identifiers.
Delivered in whatever format your pipeline accepts.
Flat file for Excel, Python, or any data tool.
Nested records for databases or pipelines.
Direct drop into your cloud storage or warehouse.
Download a free sample or talk to us about a custom subset for your use case.