ChEMBL Scraper: Drug-Like Molecules & Properties

ChEMBL Molecules Scraper - Compound Metadata

benthepythondev/chembl-molecules-scraper

Search ChEMBL molecules and export compound IDs, names, molecule type, development phase, formula, weight, ALogP, SMILES and links.

ChEMBL Biotherapeutic Sequence Master

nexgenwatch/chembl-biotherapeutic-sequence-master

One structured record per ChEMBL biotherapeutic — the molecule id, the HELM notation, the biocomponent array, and the description. A master index over ChEMBL's ~23,849 biotherapeutics, keyed and deduplicated on molecule_chembl_id.

Chicago Crime Scraper: Reported Incidents by Type

naimurhasanrwd/chicago-crimes-scraper

Pull reported Chicago crimes by type and year via Chicago Open Data: description, arrest, location and district. No login, no proxy, no browser.

Ensembl Scraper: Gene Records by Symbol

naimurhasanrwd/ensembl-genes-scraper

Look up gene records by symbol and species via the Ensembl REST API: coordinates, biotype, strand and assembly. No login, no proxy, no browser.

Open Food Facts Scraper: Products by Barcode or Search

naimurhasanrwd/openfoodfacts-product-scraper

Look up food products by barcode or free-text search via the Open Food Facts public API: brand, category, Nutri-Score, ingredients. No login, no proxy, no browser.

Normalize public ChEMBL bioactivity records into deterministic, analysis-ready rows with units, pChEMBL values, provenance, and explicit QC flags. Submit activity IDs or a bounded query; malformed and ambiguous records are uncharged.

IBGE Scraper: Brazilian Municipalities & Regions

naimurhasanrwd/ibge-municipios-scraper

Pull Brazilian municipalities and their full administrative hierarchy from the IBGE public API: state, mesoregion, microregion. No login, no proxy, no browser.

TVmaze Scraper: TV Shows, Networks & Schedules

naimurhasanrwd/tvmaze-shows-scraper

Search TV shows via the public TVmaze API: genres, network or streaming channel, status, runtime, rating, premiere dates and external IDs. No login, no proxy, no browser.

WHO Scraper: Global Health Indicators

naimurhasanrwd/who-gho-scraper

Pull WHO Global Health Observatory indicator data by country and year: life expectancy, mortality and hundreds more. No login, no proxy, no browser.

OSV Scraper: Open-Source Package Vulnerabilities

naimurhasanrwd/osv-vulnerabilities-scraper

Look up known vulnerabilities for npm, PyPI, Go, Maven, crates.io and other open-source packages via the OSV.dev API: severity, affected version ranges and fixed versions. No login, no proxy, no browser.