{"id":38513,"date":"2026-01-31T08:27:16","date_gmt":"2026-01-31T07:27:16","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/paid-fragdb-119k-fragrances-7-2k-brands-2-7k-perfumers-free-sample-on-github-kaggle\/"},"modified":"2026-01-31T08:27:16","modified_gmt":"2026-01-31T07:27:16","slug":"paid-fragdb-119k-fragrances-7-2k-brands-2-7k-perfumers-free-sample-on-github-kaggle","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/paid-fragdb-119k-fragrances-7-2k-brands-2-7k-perfumers-free-sample-on-github-kaggle\/","title":{"rendered":"[PAID] FragDB: 119K Fragrances, 7.2K Brands, 2.7K Perfumers \u2014 Free Sample On GitHub & Kaggle"},"content":{"rendered":"

<\/p>\n

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Disclosure: I’m the creator of FragDB. The sample is free and MIT licensed. The full database is a paid product.<\/strong><\/p>\n

I’m releasing a structured fragrance database with a free sample for the community.<\/p>\n

What’s in the database<\/h3>\n\n\n\n\n\n\n\n
File<\/th>\nRecords<\/th>\nFields<\/th>\n<\/tr>\n<\/thead>\n
fragrances.csv<\/td>\n119,000+<\/td>\n28<\/td>\n<\/tr>\n
brands.csv<\/td>\n7,200+<\/td>\n10<\/td>\n<\/tr>\n
perfumers.csv<\/td>\n2,700+<\/td>\n11<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Data highlights<\/h3>\n

Fragrances include:<\/strong> – Notes pyramid (top\/mid\/base layers with ingredient names) – Accords with strength percentages (woody:100, amber:85, etc.) – Community ratings (19.8M total votes) – Longevity & sillage votes (9.3M and 10.1M respectively) – Season suitability (winter\/spring\/summer\/fall percentages) – “People also like” recommendations<\/p>\n

Brands include:<\/strong> – Country of origin – Parent company (LVMH, Kering, etc.) – Logo URLs – Official websites<\/p>\n

Perfumers include:<\/strong> – Professional status (Master Perfumer, etc.) – Current and previous employers – Education background – Biography<\/p>\n

Technical specs<\/h3>\n