Code2Data Catalog

Code & Software

Buy and sell code data — GitHub corpora, source code, code reviews, bug reports, API documentation, package registries, and developer telemetry. The training data behind Copilot, Codex, Cursor, and every code-generation AI.

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Package Registries & Dependencies

npm, PyPI, Maven, Cargo metadata and dependency graphs.

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Software Telemetry & Logs

Crash reports, performance traces, distributed system logs, and observability data.

6 subtypesExplore

Developer Activity & Productivity

Git commit history, IDE telemetry, and developer workflow data.

6 subtypesExplore

Source Code & Repositories

GitHub corpora, language-specific code datasets, and repository metadata.

6 subtypesExplore

AI Coding Assistant Data

Prompt-completion pairs, code RLHF, and AI pair programming sessions.

6 subtypesExplore

Code Review & Quality

Pull request reviews, static analysis, code coverage, and lint reports.

6 subtypesExplore

Software Security & CVEs

Vulnerability databases, SAST/DAST scans, and security audit reports.

6 subtypesExplore

Bug Reports & Issue Tracking

GitHub Issues, Jira tickets, Sentry errors, and bug reproduction data.

6 subtypesExplore

Documentation & Comments

READMEs, docstrings, API references, and tutorial code.

6 subtypesExplore

Subtypes

Every data type.data type.

Code & Software

Stack Trace Datasets

Categorized stack traces across languages and frameworks — training data for AI that explains errors.

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Code & Software

Jira Ticket Data

Anonymized enterprise Jira tickets with workflows — training data for ticket classification and prioritization AI.

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Code & Software

GitHub Code Corpora

Bulk source code from public GitHub repositories — the foundation training data for code-generation AI like Copilot and Codex.

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Code & Software

Maven & Gradle Artifacts

JVM ecosystem package data, dependency trees, and build configurations.

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Code & Software

Cargo Crate Data

Rust ecosystem package data, crate dependencies, and version compatibility.

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Code & Software

Architecture Decision Records

ADRs explaining why technical choices were made — training data for AI architecture advisors.

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Code & Software

README & Project Docs

READMEs, contributing guides, and project wikis from open source — training corpus for AI documentation generators.

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Code & Software

Contribution Statistics

PR counts, review activity, and contribution patterns — workforce analytics data for engineering teams.

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Code & Software

Changelog & Release Notes

Version history and release notes from major projects — training data for AI release summarizers.

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Code & Software

PyPI Distribution Data

Python package metadata, version history, and download stats — the Python ecosystem intelligence.

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Code & Software

Tutorial & Example Code

Tutorial code with explanatory text — training data for AI that teaches programming concepts.

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Code & Software

API Reference Documentation

OpenAPI specs, SDK docs, and reference manuals — structured data for AI that explains APIs.

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Code & Software

Code Completion Pairs

Prefix-completion pairs from real coding sessions — supervised training data for code completion AI.

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Code & Software

IDE Usage Telemetry

Anonymized IDE interaction data — training data for AI that predicts what developers need next.

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Code & Software

Feature Flag Telemetry

Feature flag exposure and impact data — training data for AI experimentation systems.

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Code & Software

Build & CI Pipeline Logs

CI/CD logs with build outcomes and failure patterns — training data for build reliability AI.

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Code & Software

Distributed System Traces

OpenTelemetry traces from production microservices — training data for distributed system AI.

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Code & Software

AI Code Review Feedback

Human feedback on AI-generated code reviews — RLHF data for improving code review AI.

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Code & Software

Threat Intelligence Feeds

Curated threat indicators, IOCs, and attribution data — training data for threat detection AI.

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Code & Software

AI Pair Programming Sessions

Full session logs from human-AI pair programming — training data for next-gen coding assistants.

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Code & Software

Code Generation RLHF Data

Comparative rankings of code completions — preference data for fine-tuning code models.

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Code & Software

GitHub Issues Corpora

Bulk issue text, labels, and resolutions — training data for bug triage and root cause analysis AI.

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Code & Software

Issue Resolution Patterns

Time-to-fix, fix complexity, and resolution paths — training data for issue lifecycle prediction AI.

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Code & Software

Code Comments & Docstrings

Inline comments and docstrings paired with code — supervised training data for AI doc generation.

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Code & Software

Dependency Graph Data

Cross-package dependency networks — training data for AI that detects supply chain risks.

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Code & Software

Performance Trace Data

Distributed traces, flame graphs, and latency profiles — training data for performance optimization AI.

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Code & Software

Developer Workflow Data

End-to-end workflow data from ticket to deploy — training data for SDLC optimization AI.

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Code & Software

Code Authorship Attribution

Author attribution data for source code — training data for code provenance AI.

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Code & Software

Developer Tool Usage Data

Aggregate usage data across dev tools — market intelligence for the developer tools industry.

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Code & Software

Code Edit Suggestion Data

Multi-line edit suggestions with accept/reject signals — training data for AI code editors.

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Code & Software

CVE Vulnerability Data

Comprehensive CVE database with exploits and patches — the foundation data for security AI.

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Code & Software

SAST Scan Results

Static application security testing findings across major projects — training data for vulnerability detection AI.

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Code & Software

Security Audit Logs

Audit trails from security operations and compliance reviews — training data for SOC AI.

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Code & Software

Git Commit History

Commit metadata, messages, and diffs — the developer activity graph for productivity AI.

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Code & Software

Application Crash Reports

Symbolicated crash data from desktop and mobile apps — training data for crash analysis AI.

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Code & Software

Code Smell Detection Data

Labeled examples of anti-patterns and refactoring opportunities — training data for code quality AI.

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Code & Software

Polyglot Repository Data

Multi-language project data with cross-language references — training data for AI that handles full-stack codebases.

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Code & Software

Language-Specific Code Datasets

Curated code corpora by programming language — Python, JavaScript, Rust, Go — for fine-tuning language-specific code models.

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Code & Software

Pull Request Review Data

PR comments, review decisions, and approval patterns from open source projects — training data for AI code reviewers.

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Code & Software

Private Enterprise Codebases

Permissioned access to proprietary enterprise code for fine-tuning code models on real production patterns.

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Code & Software

Code Coverage Metrics

Test coverage data linked to source files — training data for test generation and gap detection AI.

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Code & Software

Package Vulnerability Reports

Known vulnerabilities mapped to package versions — training data for security AI.

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Code & Software

DAST Pen-Test Reports

Dynamic security test results and pen-test findings — training data for runtime security AI.

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Code & Software

Prompt-Response Code Data

Natural language prompts paired with generated code and ratings — instruction-tuning data for code AI.

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Code & Software

Sentry Error Reports

Production error events with stack traces and frequency — training data for error grouping and impact prediction AI.

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Code & Software

Software Bill of Materials (SBOM)

SBOM data tracking software components and dependencies — supply chain security intelligence data.

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Code & Software

Open Source License Metadata

License classifications, SPDX identifiers, and compliance data for open source repositories — critical for legal training data filtering.

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Code & Software

Static Analysis Reports

SAST findings from tools like SonarQube and Semgrep — labeled training data for vulnerability detection AI.

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Code & Software

Linter & Formatter Output

ESLint, Pylint, Prettier rule violations and fixes — paired training data for code style AI.

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Code & Software

npm Package Metadata

Package versions, dependencies, downloads, and maintainers from npm — the JavaScript ecosystem graph.

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Code & Software

Historical Code Snapshots

Time-series snapshots of major repositories — the evolution data that teaches AI how code changes over time.

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Code & Software

Application Event Logs

Structured app logs from production systems — training data for log anomaly detection AI.

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Code & Software

Refactoring History

Before/after refactoring pairs from real codebases — the supervised data for AI refactoring tools.

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Code & Software

Bug Reproduction Data

Minimal reproducible examples linked to issue reports — training data for AI debugging assistants.

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