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).

A spider to crawl references from Google Scholar

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

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

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.

configuration for an iGenomes refgenieserver

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.

Auto generated stubs for Systemathics Ganymede gRPC APIs (python)

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.

Standardized CubeSat & PocketQube form factor specifications + launch provider deployer constraints — no hardcoding required. pip install cubesat-specs

Reference market data sync and release snapshots used by the Vaultix public shell.

Kenya's 47 counties — IEBC codes, capitals, regions, 2019 KNBS census population and area. Zero dependencies.

ERA ( Excellence in Research for Australia ) reference data

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