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v1.2.0 will be the final version where Knowledge Graph can be downloaded as CSV flat files. Starting from v1.3.0 onwards, Knowledge Graph will be accessible as graph-native JSON flat files and we’ll be starting to grant access to our REST API in early 2026. Any CSV and JSON flat files that were previously downloaded will be unaffected.
Knowledge Graph data is available for download in both CSV and JSON formats. The graph data is exported with each file representing a specific entity/node type, and a relationships/edges file capturing the connections between nodes.
  • CSV files: UTF-8 encoded with comma delimiters and quoted fields. All CSV files include header rows with column names.
  • JSON files: Newline delimited JSON format with UTF-8 encoding.

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Files

  • StandardsFramework: Educational standards frameworks.
  • StandardsFrameworkItem: Individual standards and learning objectives within frameworks.
  • LearningComponent: Granular, precise representations of individual skills or concepts.
  • Relationships: Connections and associations between all entity/node types.

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Download options

You can download the files through direct S3 links or using curl commands.

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CSV files:

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JSON files:

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Using curl commands

You can also download the files using curl commands. If you don’t have curl installed, visit https://github.com/curl/curl for installation instructions. Copy and paste the following commands to download all files:

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CSV files

# Download CSV files
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/csv/StandardsFramework.csv?ref=docs_curl" -o StandardsFramework.csv
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/csv/StandardsFrameworkItem.csv?ref=docs_curl" -o StandardsFrameworkItem.csv
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/csv/LearningComponent.csv?ref=docs_curl" -o LearningComponent.csv
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/csv/Relationships.csv?ref=docs_curl" -o Relationships.csv

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JSON files

# Download JSON files
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/json/StandardsFramework.json?ref=docs_curl" -o StandardsFramework.json
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/json/StandardsFrameworkItem.json?ref=docs_curl" -o StandardsFrameworkItem.json
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/json/LearningComponent.json?ref=docs_curl" -o LearningComponent.json
curl -L "https://aidt-knowledge-graph-datasets-public-prod.s3.us-west-2.amazonaws.com/knowledge-graph/v1.2.0/json/Relationships.json?ref=docs_curl" -o Relationships.json

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Next steps

This article walked you through downloading Knowledge Graph so you can start using it. Check the links below to help you do things like ingest the data into a database or leverage the data to support common use cases.