| --- |
| 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 |
|
|
| ```python |
| 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](https://fragdb.net) |
| - **GitHub**: [github.com/FragDB/fragrance-database](https://github.com/FragDB/fragrance-database) |
| - **Kaggle**: [kaggle.com/datasets/eriklindqvist/fragdb-fragrance-database](https://www.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 |
|
|
| ```bibtex |
| @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} |
| } |
| ``` |
