reference-data

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

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

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.

EnergyReferenceData

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

Snakemake workflow implementation of DivRef resource generation

Free construction MCP server for Claude, Cursor and AI assistants: cost codes, CPM critical path, pay applications, change orders, earned value, quantity calculators. Offline, no dependencies.

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.

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.

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.

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

Reference data and arithmetic for position sizing across forex, stocks and crypto futures.

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

this repo helps to build/validate/document curated datasets.

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.

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

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.

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