reference-data

The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base

This program can be used to parse the NCBI GenBank file to create a tabulated csv file.

Preprocessing and harmonization scripts for IACS/GSA data.

Library to provide functions for Securities Master data (aka instrument reference data).

Atlas - Crypto Security Master (always up-to-date)

Snakemake workflow implementation of DivRef resource generation

A spider to crawl references from Google Scholar

Clean, normalized dataset of every ISO 20275 / GLEIF Entity Legal Form (ELF) — CSV, JSON, and a free REST API. Company legal forms by jurisdiction, with name matching.

Reference XAS spectra dataset and Python access tools for beamline data.

Public, source-opaque reference-rate SDKs and MCP server for FLOPS compute price indices — every value carries a verify URL.

General construction reference data in CSV: cost codes, units, waste factors, scope pay units, trade sequence, glossary, metric formulas, plus a BLS price-series pipeline.

Canonical English and Thai administrative names for Thailand at all three levels (77 provinces, 928 districts, 7,436 subdistricts) with TIS-1099 codes, ISO 3166-2 codes, override registry, computed centroids, and bundled polygons. CC BY 4.0.

Auto generated stubs for Systemathics Ganymede gRPC APIs (python)

Reference implementation of master and reference data management on Google Cloud: BigQuery and Dataform matching, a Cloud Run stewardship portal, Cloud SQL and Terraform.

Open, citation-grade reference data for jewelry: hallmarks, gemstones, assay offices, gemological labs, alloy compositions. JSON, CSV, SQLite. MIT licensed. 219 records, schema-validated, source-cited.

A merged, provenance-tagged catalog of the known asteroids: JPL SBDB, SsODNet, NEOWISE and MP3C cross-matched, validated, and enriched with a cited per-taxonomy composition estimate. EconomicSpace subrepo

This is an effective and light-flash assistant for checking the references and rapidly finding out problems in your papers with just uploading .bib and .tex file of the paper, which can provide great help when you are writing papers agonizingly, especially the literature review.

An offline Model Context Protocol server that gives AI assistants construction reference data and calculators. No dependencies, no network access.

Research + tooling for AU CDR Energy Product Reference Data APIs (powers PriceHawk + GridWise)

configuration for an iGenomes refgenieserver