---
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}
}
```