metadata
license: cc-by-nc-4.0
task_categories:
- feature-extraction
- text-classification
language:
- en
- de
- es
- fr
- cs
- it
- ru
- pl
- pt
- el
- zh
- ja
- nl
- sr
- ro
- ar
- uk
- mn
- ko
- tr
- sv
- he
- hu
tags:
- fragrance
- perfume
- cosmetics
- recommendation-system
- e-commerce
- retail
- fragrantica
- multilingual
size_categories:
- 10<n<100
configs:
- config_name: fragrances
data_files: fragrances.csv
default: true
sep: '|'
- config_name: brands
data_files: brands.csv
sep: '|'
- config_name: perfumers
data_files: perfumers.csv
sep: '|'
- config_name: notes
data_files: notes.csv
sep: '|'
- config_name: accords
data_files: accords.csv
sep: '|'
- config_name: translations
data_files: translations.csv
sep: '|'
dataset_info:
- config_name: fragrances
features:
- name: pid
dtype: int64
- name: url
dtype: string
- name: brand
dtype: string
- name: name
dtype: string
- name: year
dtype: int64
- name: gender
dtype: string
- name: collection
dtype: string
- name: main_photo
dtype: string
- name: info_card
dtype: string
- name: user_photoes
dtype: string
- name: video_url
dtype: string
- name: accords
dtype: string
- name: notes_pyramid
dtype: string
- name: perfumers
dtype: string
- name: description
dtype: string
- name: rating
dtype: string
- name: reviews_count
dtype: int64
- name: appreciation
dtype: string
- name: price_value
dtype: string
- name: gender_votes
dtype: string
- name: longevity
dtype: string
- name: sillage
dtype: string
- name: season
dtype: string
- name: time_of_day
dtype: string
- name: pros_cons
dtype: string
- name: by_designer
dtype: string
- name: in_collection
dtype: string
- name: reminds_of
dtype: string
- name: also_like
dtype: string
- name: news_ids
dtype: string
- config_name: brands
features:
- name: id
dtype: string
- name: name
dtype: string
- name: url
dtype: string
- name: logo_url
dtype: string
- name: country
dtype: string
- name: main_activity
dtype: string
- name: website
dtype: string
- name: parent_company
dtype: string
- name: description
dtype: string
- name: brand_count
dtype: int64
- name: country_de
dtype: string
- name: country_es
dtype: string
- name: country_fr
dtype: string
- name: country_cs
dtype: string
- name: country_it
dtype: string
- name: country_ru
dtype: string
- name: country_pl
dtype: string
- name: country_pt
dtype: string
- name: country_el
dtype: string
- name: country_zh
dtype: string
- name: country_ja
dtype: string
- name: country_nl
dtype: string
- name: country_sr
dtype: string
- name: country_ro
dtype: string
- name: country_ar
dtype: string
- name: country_uk
dtype: string
- name: country_mn
dtype: string
- name: country_ko
dtype: string
- name: country_tr
dtype: string
- name: country_sv
dtype: string
- name: country_he
dtype: string
- name: country_hu
dtype: string
- name: main_activity_de
dtype: string
- name: main_activity_es
dtype: string
- name: main_activity_fr
dtype: string
- name: main_activity_cs
dtype: string
- name: main_activity_it
dtype: string
- name: main_activity_ru
dtype: string
- name: main_activity_pl
dtype: string
- name: main_activity_pt
dtype: string
- name: main_activity_el
dtype: string
- name: main_activity_zh
dtype: string
- name: main_activity_ja
dtype: string
- name: main_activity_nl
dtype: string
- name: main_activity_sr
dtype: string
- name: main_activity_ro
dtype: string
- name: main_activity_ar
dtype: string
- name: main_activity_uk
dtype: string
- name: main_activity_mn
dtype: string
- name: main_activity_ko
dtype: string
- name: main_activity_tr
dtype: string
- name: main_activity_sv
dtype: string
- name: main_activity_he
dtype: string
- name: main_activity_hu
dtype: string
- config_name: perfumers
features:
- name: id
dtype: string
- name: name
dtype: string
- name: url
dtype: string
- name: photo_url
dtype: string
- name: status
dtype: string
- name: company
dtype: string
- name: also_worked
dtype: string
- name: education
dtype: string
- name: web
dtype: string
- name: perfumes_count
dtype: int64
- name: biography
dtype: string
- name: status_de
dtype: string
- name: status_es
dtype: string
- name: status_fr
dtype: string
- name: status_cs
dtype: string
- name: status_it
dtype: string
- name: status_ru
dtype: string
- name: status_pl
dtype: string
- name: status_pt
dtype: string
- name: status_el
dtype: string
- name: status_zh
dtype: string
- name: status_ja
dtype: string
- name: status_nl
dtype: string
- name: status_sr
dtype: string
- name: status_ro
dtype: string
- name: status_ar
dtype: string
- name: status_uk
dtype: string
- name: status_mn
dtype: string
- name: status_ko
dtype: string
- name: status_tr
dtype: string
- name: status_sv
dtype: string
- name: status_he
dtype: string
- name: status_hu
dtype: string
- name: perfumer_name_ru
dtype: string
- name: perfumer_name_uk
dtype: string
- name: perfumer_name_ja
dtype: string
- config_name: notes
features:
- name: id
dtype: string
- name: name
dtype: string
- name: url
dtype: string
- name: latin_name
dtype: string
- name: other_names
dtype: string
- name: group
dtype: string
- name: odor_profile
dtype: string
- name: main_icon
dtype: string
- name: alt_icons
dtype: string
- name: background
dtype: string
- name: fragrance_count
dtype: int64
- name: note_name_de
dtype: string
- name: note_name_es
dtype: string
- name: note_name_fr
dtype: string
- name: note_name_cs
dtype: string
- name: note_name_it
dtype: string
- name: note_name_ru
dtype: string
- name: note_name_pl
dtype: string
- name: note_name_pt
dtype: string
- name: note_name_el
dtype: string
- name: note_name_zh
dtype: string
- name: note_name_ja
dtype: string
- name: note_name_nl
dtype: string
- name: note_name_sr
dtype: string
- name: note_name_ro
dtype: string
- name: note_name_ar
dtype: string
- name: note_name_uk
dtype: string
- name: note_name_mn
dtype: string
- name: note_name_ko
dtype: string
- name: note_name_tr
dtype: string
- name: note_name_sv
dtype: string
- name: note_name_he
dtype: string
- name: note_name_hu
dtype: string
- name: note_group_de
dtype: string
- name: note_group_es
dtype: string
- name: note_group_fr
dtype: string
- name: note_group_cs
dtype: string
- name: note_group_it
dtype: string
- name: note_group_ru
dtype: string
- name: note_group_pl
dtype: string
- name: note_group_pt
dtype: string
- name: note_group_el
dtype: string
- name: note_group_zh
dtype: string
- name: note_group_ja
dtype: string
- name: note_group_nl
dtype: string
- name: note_group_sr
dtype: string
- name: note_group_ro
dtype: string
- name: note_group_ar
dtype: string
- name: note_group_uk
dtype: string
- name: note_group_mn
dtype: string
- name: note_group_ko
dtype: string
- name: note_group_tr
dtype: string
- name: note_group_sv
dtype: string
- name: note_group_he
dtype: string
- name: note_group_hu
dtype: string
- config_name: accords
features:
- name: id
dtype: string
- name: name
dtype: string
- name: bar_color
dtype: string
- name: font_color
dtype: string
- name: fragrance_count
dtype: int64
- name: name_de
dtype: string
- name: name_es
dtype: string
- name: name_fr
dtype: string
- name: name_cs
dtype: string
- name: name_it
dtype: string
- name: name_ru
dtype: string
- name: name_pl
dtype: string
- name: name_pt
dtype: string
- name: name_el
dtype: string
- name: name_zh
dtype: string
- name: name_ja
dtype: string
- name: name_nl
dtype: string
- name: name_sr
dtype: string
- name: name_ro
dtype: string
- name: name_ar
dtype: string
- name: name_uk
dtype: string
- name: name_mn
dtype: string
- name: name_ko
dtype: string
- name: name_tr
dtype: string
- name: name_sv
dtype: string
- name: name_he
dtype: string
- name: name_hu
dtype: string
- config_name: translations
features:
- name: id
dtype: string
- name: section
dtype: string
- name: en
dtype: string
- name: de
dtype: string
- name: es
dtype: string
- name: fr
dtype: string
- name: cs
dtype: string
- name: it
dtype: string
- name: ru
dtype: string
- name: pl
dtype: string
- name: pt
dtype: string
- name: el
dtype: string
- name: zh
dtype: string
- name: ja
dtype: string
- name: nl
dtype: string
- name: sr
dtype: string
- name: ro
dtype: string
- name: ar
dtype: string
- name: uk
dtype: string
- name: mn
dtype: string
- name: ko
dtype: string
- name: tr
dtype: string
- name: sv
dtype: string
- name: he
dtype: string
- name: hu
dtype: string
FragDB v5.1 — Fragrance Database (Multilingual, Sample)
The most comprehensive structured fragrance database available. This is a free sample containing 10 fragrances with related brands, perfumers, notes, accords, and a complete translation vocabulary.
What's New in v5.1
- 23 languages — all labels, note names, accords, countries, statuses translated
- translations.csv — new vocabulary file (34 entries) for gender and voting labels
- Compact notes pyramid —
note_id,opacity,weight(name/icon via notes.csv JOIN) - 2,510 notes — each name variant has its own ID with translations
- Gender & voting fields use translation IDs for multilingual support
Dataset Description
| File | Records | Fields | Description |
|---|---|---|---|
fragrances.csv |
10 | 30 | Top-rated fragrances |
brands.csv |
10 | 54 | Brand profiles + 22 lang translations |
perfumers.csv |
10 | 36 | Perfumer profiles + 22 lang translations |
notes.csv |
10 | 55 | Fragrance notes + 22 lang translations |
accords.csv |
10 | 27 | Accords + 22 lang translations |
translations.csv |
34 | 25 | Gender & voting vocabulary (full) |
Full Database
| Sample | Full Database | |
|---|---|---|
| Fragrances | 10 | 128,246 |
| Brands | 10 | 7,661 |
| Perfumers | 10 | 2,920 |
| Notes | 10 | 2,510 |
| Accords | 10 | 92 |
| Translations | 34 | 34 |
| Languages | 23 | 23 |
| Total Records | 84 | 141,463 |
Quick Start
import pandas as pd
fragrances = pd.read_csv('fragrances.csv', sep='|')
brands = pd.read_csv('brands.csv', sep='|')
notes = pd.read_csv('notes.csv', sep='|')
translations = pd.read_csv('translations.csv', sep='|')
# Join and translate
fragrances['brand_id'] = fragrances['brand'].str.split(';').str[1]
df = fragrances.merge(brands, left_on='brand_id', right_on='id', suffixes=('', '_brand'))
trans = translations.set_index('id')
df['gender_ru'] = df['gender'].map(lambda x: trans.loc[x, 'ru'] if x in trans.index else x)
print(df[['name', 'name_brand', 'country_ru', 'gender_ru']])
File Format
- Format: CSV (pipe
|delimited) - Encoding: UTF-8
- Quote Character:
"(double quote)
Links
- Full Database: fragdb.net
- GitHub: github.com/FragDB/fragrance-database
- Kaggle: kaggle.com/datasets/eriklindqvist/fragdb-fragrance-database
License
This sample is released under the CC BY-NC 4.0 License. Free for non-commercial use with attribution.
Citation
@dataset{fragdb2026,
title={FragDB Fragrantica Fragrance Database},
author={FragDB},
year={2026},
version={5.1},
url={https://fragdb.net},
note={Multilingual dataset with 6 files, 23 languages}
}