We extract worksheets, lesson plans, educational games, and activity metadata from education.com. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Worksheets objects from education.com. All fields typed and schema-versioned.
"worksheet_id": "ws-84921", "title": "Double-Digit Addition Practice", "grade_level": "2nd Grade", "subject": "Math", "topic": "Addition", "is_premium": false, "standards_aligned": "['CCSS.MATH.CONTENT.2.NBT.B.5']", "page_url": "https://www.education.com/worksheet/article/double-digit-addition/"
| # | worksheet_id | title | grade_level | subject | topic | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Lesson Plans objects from education.com. All fields typed and schema-versioned.
"plan_id": "lp-3921", "title": "Exploring the Solar System", "grade_level": "3rd Grade", "subject": "Science", "duration_minutes": 45, "learning_objectives": "Students will identify the eight planets.", "materials_needed": "['Construction paper', 'Scissors', 'Glue']", "page_url": "https://www.education.com/lesson-plan/solar-system/"
| # | plan_id | title | grade_level | subject | duration_minutes | learning_objectives |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Interactive Games objects from education.com. All fields typed and schema-versioned.
"game_id": "gm-1029", "title": "Sight Word Space Rescue", "grade_level": "Kindergarten", "subject": "Reading", "skill": "Sight Words", "is_premium": true, "thumbnail_url": "https://www.education.com/images/games/space-rescue.jpg", "page_url": "https://www.education.com/game/sight-word-space-rescue/"
| # | game_id | title | grade_level | subject | skill | description |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Activities objects from education.com. All fields typed and schema-versioned.
"activity_id": "act-992", "title": "Build a Volcano", "grade_level": "4th Grade", "subject": "Science", "time_required": "30 mins", "is_premium": false, "image_url": "https://www.education.com/images/activities/volcano.jpg", "page_url": "https://www.education.com/activity/article/build-volcano/"
| # | activity_id | title | grade_level | subject | time_required | materials |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Common Core Standards objects from education.com. All fields typed and schema-versioned.
"standard_id": "CCSS.MATH.CONTENT.3.OA.A.1", "grade": "3", "domain": "Operations & Algebraic Thinking", "description": "Interpret products of whole numbers.", "related_resources_count": 42, "subject": "Math", "category": "Multiplication", "resource_urls": "['/worksheet/1', '/game/2']"
| # | standard_id | grade | domain | description | related_resources_count | resource_urls |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our education.com scraper handles the platform's extensive taxonomy: parsing grades, subjects, common core alignments, and media assets with JavaScript rendering for dynamic content.
Extract titles, descriptions, grade levels, subjects, and thumbnail URLs for thousands of printable worksheets.
Capture structured lesson plans including learning objectives, required materials, duration, and step-by-step instructions.
Scrape metadata for interactive games, including targeted skills, grade levels, and premium access requirements.
Extract educational standards alignment (CCSS) for every worksheet, game, and lesson plan.
Map content accurately across the site's nested hierarchy of subjects, topics, and sub-topics.
Identify which resources are free and which require a premium subscription for access.
Collect URLs for printable workbooks, coloring pages, and offline activities.
Track resource rankings and visibility for specific educational keywords and grade-level queries.
Run continuous pipelines to detect new worksheets, seasonal activities, and curriculum updates.
Brief in. Clean data out.
Provide target grades, subjects, or resource types. We design the extraction schema together.
We configure Scrapy / Playwright crawlers, proxy rotation, and session management for education.com.
Schema validation, null-rate checks, and taxonomy mapping verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting structured educational data requires navigating complex taxonomies and dynamic interfaces. Here is how we maintain data integrity.
Many games and interactive activities on education.com load metadata via JavaScript. We use Playwright to execute SPA frameworks, ensuring we capture full descriptions and skill tags that headless HTTP clients miss.
Resources are often tagged with multiple overlapping categories (e.g., 'Math', 'Addition', '1st Grade', '2nd Grade'). Our pipeline normalises these tags into a flat, queryable array structure for downstream analysis.
Broad category searches often cap pagination at a few hundred results. We programmatically segment searches by granular sub-topics and grade combinations to ensure 100% coverage of the resource catalogue.
We detect DOM markers that indicate premium-only content, ensuring your dataset accurately reflects which resources are freely available versus gated behind paywalls.
To prevent IP bans during large-scale catalogue extraction, we route requests through US-based residential proxies with realistic TLS fingerprints and request delays.
Educational platforms aggregate metadata to index available resources and build comprehensive curriculum directories.
Instructional designers analyse lesson plans and worksheets to identify content gaps and structure new learning modules.
Publishers track the volume, subject distribution, and premium gating of resources to benchmark their own offerings.
Machine learning teams use structured lesson plans and Common Core alignments to train educational LLMs and recommendation engines.
Researchers map resource availability against Common Core standards to evaluate curriculum coverage across grade levels.
Platforms build recommendation systems that suggest supplementary worksheets based on specific learning objectives and skills.
"Education.com holds a massive taxonomy of structured learning resources, but mapping it to standard curricula requires a resilient, purpose-built extraction pipeline."
Extracting educational data at scale involves navigating complex category trees, dynamic interactive previews, and strict pagination limits. DataFlirt handles the infrastructure, taxonomy normalisation, and anti-bot mitigation so your team can focus on building better educational tools.
Everything supported by our education.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.
Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About education.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available metadata from education.com is generally permissible. DataFlirt targets only public, non-authenticated resource listings, lesson plans, and taxonomy data. We do not extract personal student data or circumvent paywalls to download premium assets.
We extract the metadata, descriptions, and URLs for worksheets. If a worksheet is freely available without an account, we can capture the direct download link. We do not bypass authentication to download premium-only PDFs.
We extract the specific CCSS tags associated with resources and map them to the resource metadata, allowing you to filter the dataset by specific educational standards and domains.
We extract the metadata, descriptions, target skills, and URLs for interactive games using Playwright to render the dynamic page elements. We do not extract the game engine code itself.
For curriculum catalogues, we typically run weekly or monthly refreshes to capture new resources and taxonomy changes. Custom cadences are available based on your requirements.
Our packages start at defined category or grade-level extractions. For full-site catalogue dumps, we price based on volume and delivery frequency. Contact us with your scope.
Yes. We provide a sample run of up to 500 resources across various grades and subjects during the scoping phase to validate schema fit and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a full extraction of K-8 worksheets or targeted lesson plan metadata for AI training - we scope, build, and operate the pipeline. Tell us what you need.
