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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 4 new columns ({'smell', 'material_family', 'aliases', 'origin'}) and 5 missing columns ({'founded', 'type', 'country', 'portrait', 'perfume_count'}).

This happened while the csv dataset builder was generating data using

hf://datasets/scento/perfume-database/materials.csv (at revision 2fb6ba661b947298d20c1f7decb77a33f3302421), ['hf://datasets/scento/perfume-database@2fb6ba661b947298d20c1f7decb77a33f3302421/houses.csv', 'hf://datasets/scento/perfume-database@2fb6ba661b947298d20c1f7decb77a33f3302421/materials.csv', 'hf://datasets/scento/perfume-database@2fb6ba661b947298d20c1f7decb77a33f3302421/perfumes.csv']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 784, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 795, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              id: string
              name: string
              aliases: string
              material_family: string
              origin: string
              smell: string
              url: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1063
              to
              {'id': Value('string'), 'name': Value('string'), 'country': Value('string'), 'founded': Value('float64'), 'type': Value('string'), 'portrait': Value('string'), 'perfume_count': Value('int64'), 'url': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 4 new columns ({'smell', 'material_family', 'aliases', 'origin'}) and 5 missing columns ({'founded', 'type', 'country', 'portrait', 'perfume_count'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/scento/perfume-database/materials.csv (at revision 2fb6ba661b947298d20c1f7decb77a33f3302421), ['hf://datasets/scento/perfume-database@2fb6ba661b947298d20c1f7decb77a33f3302421/houses.csv', 'hf://datasets/scento/perfume-database@2fb6ba661b947298d20c1f7decb77a33f3302421/materials.csv', 'hf://datasets/scento/perfume-database@2fb6ba661b947298d20c1f7decb77a33f3302421/perfumes.csv']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

id
string
name
string
country
string
founded
float64
type
string
portrait
string
perfume_count
int64
url
string
acqua-di-parma
Acqua di Parma
Italy
1,916
heritage
Parma-born Italian house known for airy citrus-and-herb colognes, from the original Colonia to the Blu Mediterraneo and Buongiorno lines.
32
https://www.scento.com/brand/acqua-di-parma
afnan
Afnan
United Arab Emirates
null
arabian
Emirati fragrance house with a wide range of fruity, spiced and oud-led perfumes, including the Supremacy and Turathi ranges.
52
https://www.scento.com/brand/afnan
ajmal
Ajmal
India
1,951
arabian
Long-established perfumer from India with a strong Gulf following, mixing Western-style florals and woods with oud and amber in ranges such as Aurum, Evoke and Chapter.
21
https://www.scento.com/perfume-database/houses/ajmal
al-haramain
Al Haramain
United Arab Emirates
null
arabian
Al Haramain is a Gulf fragrance house from United Arab Emirates.
3
https://www.scento.com/perfume-database/houses/al-haramain
amouage
Amouage
Oman
1,983
niche
Omani house founded in 1983, known for dense, resin-rich compositions built around frankincense, florals and spice.
23
https://www.scento.com/brand/amouage
annick-goutal
Annick Goutal
France
1,981
niche
A French perfume house whose scents lean on light, airy compositions around citrus, pear and rose, as in Eau d'Hadrien and Petite Chérie.
5
https://www.scento.com/perfume-database/houses/annick-goutal
arabian-oud
Arabian Oud
Saudi Arabia
1,983
arabian
Arabian Oud is a Gulf fragrance house from Saudi Arabia.
1
https://www.scento.com/perfume-database/houses/arabian-oud
ariana-grande
Ariana Grande
United States
2,015
designer
Pop singer Ariana Grande’s fragrance line, known for sweet, gourmand scents with fruit, marshmallow and vanilla notes in rounded bottles.
5
https://www.scento.com/perfume-database/houses/ariana-grande
armaf
Armaf
United Arab Emirates
null
arabian
Dubai-based fragrance brand best known for its Club de Nuit range of fresh, fruity men's perfumes.
188
https://www.scento.com/brand/armaf
atelier-cologne
Atelier Cologne
France
2,009
niche
Paris-based niche house known for concentrated citrus-led cologne absolues.
2
https://www.scento.com/perfume-database/houses/atelier-cologne
atelier-des-ors
Atelier des Ors
France
null
niche
Atelier des Ors is a niche fragrance house from France.
5
https://www.scento.com/brand/atelier-des-ors
atkinsons
Atkinsons
United Kingdom
1,799
heritage
Atkinsons is a heritage fragrance house from the United Kingdom.
7
https://www.scento.com/brand/atkinsons
azzaro
Azzaro
France
1,966
designer
French fashion and fragrance label with a long line of masculine and feminine perfumes, often fresh, spiced and woody.
9
https://www.scento.com/brand/azzaro
balmain
Balmain
France
null
designer
Balmain is a designer fragrance house from France.
5
https://www.scento.com/brand/balmain
billie-eilish
Billie Eilish
United States
2,021
designer
Billie Eilish is a designer fragrance house from United States.
2
https://www.scento.com/perfume-database/houses/billie-eilish
boadicea-the-victorious
Boadicea the Victorious
United Kingdom
null
niche
Boadicea the Victorious is a niche fragrance house from the United Kingdom.
6
https://www.scento.com/brand/boadicea-the-victorious
boucheron
Boucheron
France
1,858
designer
Parisian jeweller whose perfumes carry its jewellery heritage into fruity and floral compositions.
1
https://www.scento.com/perfume-database/houses/boucheron
burberry
Burberry
United Kingdom
1,856
designer
British heritage fashion house with fragrances spanning trench-coat classics and modern florals.
14
https://www.scento.com/brand/burberry
bvlgari
Bvlgari
Italy
1,884
designer
Roman jeweller whose perfumes pair luminous florals and fresh aquatics with a jewel-box sense of luxury.
11
https://www.scento.com/brand/bvlgari
byredo
Byredo
Sweden
2,006
niche
Stockholm-based house making minimalist, modern fragrances with a quiet, design-led identity.
22
https://www.scento.com/brand/byredo
cacharel
Cacharel
France
1,962
designer
A French fashion house famous for sweet, romantic florals such as Anaïs Anaïs and Amor Amor, aimed at young women.
3
https://www.scento.com/perfume-database/houses/cacharel
calvin-klein
Calvin Klein
United States
1,968
designer
American fashion label behind widely worn, minimalist designer fragrances.
10
https://www.scento.com/brand/calvin-klein
carner-barcelona
Carner Barcelona
Spain
null
niche
Barcelona niche house making distinctive, resin- and spice-rich perfumes.
2
https://www.scento.com/perfume-database/houses/carner-barcelona
carolina-herrera
Carolina Herrera
United States
1,981
designer
New York fashion house known for polished designer fragrances for women and men, sold worldwide.
14
https://www.scento.com/brand/carolina-herrera
caron
Caron
France
1,904
heritage
Parisian house with a long catalogue of classic French florals and spiced scents.
4
https://www.scento.com/perfume-database/houses/caron
cartier
Cartier
France
1,847
designer
French jeweller whose fragrances translate its jewellery icons into florals and woods.
4
https://www.scento.com/perfume-database/houses/cartier
chloe
Chloé
France
1,952
designer
Parisian fashion house with soft, romantic floral fragrances.
6
https://www.scento.com/brand/chloe
clive-christian
Clive Christian
United Kingdom
1,999
heritage
British luxury house producing richly composed, high-end perfumes.
9
https://www.scento.com/brand/clive-christian
comme-des-garcons
Comme des Garçons
Japan
1,994
niche
The perfume line of the Tokyo avant-garde fashion label, known for unconventional, experimental scents and minimalist presentation.
1
https://www.scento.com/brand/comme-des-garcons
creed
Creed
United Kingdom
1,760
heritage
Long-established house known for refined fragrances built on fine natural materials.
30
https://www.scento.com/brand/creed
davidoff
Davidoff
Switzerland
1,911
designer
Swiss brand best known for fresh, aquatic fragrances for everyday wear.
5
https://www.scento.com/perfume-database/houses/davidoff
dior
Dior
France
1,946
designer
French couture house with a catalogue running from classic florals to modern freshness.
28
https://www.scento.com/brand/dior
diptyque
Diptyque
France
1,961
niche
Parisian house known for candles and distinctive niche fragrances.
11
https://www.scento.com/brand/diptyque
dolce-gabbana
Dolce&Gabbana
Italy
1,985
designer
Italian fashion house with Mediterranean-inspired fragrances.
7
https://www.scento.com/brand/dolceandgabbana
dsquared2
Dsquared2
Italy
1,995
designer
Italian-Canadian fashion label making bold, youthful designer fragrances.
4
https://www.scento.com/perfume-database/houses/dsquared2
eisenberg
Eisenberg
France
1,987
niche
Eisenberg is a niche fragrance house from France.
1
https://www.scento.com/perfume-database/houses/eisenberg
elie-saab
Elie Saab
Lebanon
1,982
designer
Lebanese couture house with glamorous floral fragrances.
4
https://www.scento.com/perfume-database/houses/elie-saab
escentric-molecules
Escentric Molecules
United Kingdom
2,006
niche
London-founded fragrance label centred on isolated aroma-molecules like Iso E Super, offering minimalist scents that sit close to the skin.
2
https://www.scento.com/brand/escentric-molecules
etat-libre-dorange
Etat Libre d'Orange
France
null
niche
A French niche house with an irreverent voice, pairing bold, sometimes unexpected notes with long, story-driven descriptions for each perfume.
6
https://www.scento.com/brand/etat-libre-dorange
etro
Etro
Italy
1,968
designer
Milan fashion house with a fragrance line of Italian florals, woods and musks, from Heliotrope to Via Verri.
5
https://www.scento.com/perfume-database/houses/etro
ex-nihilo
Ex Nihilo
France
null
niche
A Paris luxury house focused on personalised, high-concentration perfumery, with fragrances made together with a range of perfumers.
8
https://www.scento.com/brand/ex-nihilo
floris
Floris London
United Kingdom
1,730
heritage
A London family perfumer in business since 1730, known for classic English colognes and florals with a traditional, gentlemanly feel.
6
https://www.scento.com/perfume-database/houses/floris
fragrance-du-bois
Fragrance du Bois
France
null
niche
Fragrance du Bois is a niche fragrance house from France.
3
https://www.scento.com/brand/fragrance-du-bois
frederic-malle
Frédéric Malle
France
2,000
niche
Paris house that publishes perfumes by independent perfumers and names the perfumer on every page.
16
https://www.scento.com/brand/frederic-malle
fugazzi
Fugazzi
United Arab Emirates
null
arabian
Fugazzi is a Gulf fragrance house from the United Arab Emirates.
6
https://www.scento.com/brand/fugazzi
giardini-di-toscana
Giardini di Toscana
Italy
null
niche
Giardini di Toscana is a niche fragrance house from Italy.
1
https://www.scento.com/brand/giardini-di-toscana
armani
Giorgio Armani
Italy
1,975
designer
Italian fashion house whose fragrances range from clean modern woods to polished florals.
22
https://www.scento.com/brand/giorgio-armani
gisada
Gisada
Italy
null
niche
Gisada is a niche fragrance house from Italy.
2
https://www.scento.com/perfume-database/houses/gisada
givenchy
Givenchy
France
1,952
designer
French couture house with elegant florals and fresh modern woods.
10
https://www.scento.com/brand/givenchy
gucci
Gucci
Italy
1,921
designer
Italian luxury house with fragrances covering florals, woods and gourmand accords.
12
https://www.scento.com/brand/gucci
guerlain
Guerlain
France
1,828
heritage
One of the oldest French perfume houses, known for classics and light summer colognes.
25
https://www.scento.com/brand/guerlain
hermes
Hermès
France
1,837
designer
French luxury house whose perfumes favour airy, crafted compositions.
7
https://www.scento.com/brand/hermes
houbigant
Houbigant
France
1,775
heritage
Houbigant is a heritage fragrance house from France.
1
https://www.scento.com/perfume-database/houses/houbigant
hugo-boss
Hugo Boss
Germany
1,924
designer
German fashion brand with widely loved, versatile fragrances for men and women.
10
https://www.scento.com/brand/hugo-boss
initio
Initio Parfums Prives
France
2,015
niche
French niche perfume house whose product pages present each fragrance as a short list of main notes rather than a full pyramid.
14
https://www.scento.com/brand/initio-parfums-prives
issey-miyake
Issey Miyake
Japan
1,970
designer
Japanese designer house famous for clean, watery and minimalist fragrances.
6
https://www.scento.com/brand/issey-miyake
heeley
James Heeley
France
null
niche
A niche house whose perfumes favour clean, translucent compositions such as sea salt, mint and incense, each with a short poetic tagline.
4
https://www.scento.com/perfume-database/houses/heeley
patou
Jean Patou
France
1,914
heritage
Jean Patou is a heritage fragrance house from France.
1
https://www.scento.com/perfume-database/houses/patou
jean-paul-gaultier
Jean Paul Gaultier
France
1,976
designer
French couturier whose playful, bottle-led fragrances became some of the best known designer scents.
20
https://www.scento.com/brand/jean-paul-gaultier
jlo
Jennifer Lopez
United States
2,002
designer
Jennifer Lopez is a designer fragrance house from United States.
1
https://www.scento.com/perfume-database/houses/jlo
jimmy-choo
Jimmy Choo
United Kingdom
1,996
designer
British luxury footwear brand with sweet, glamorous fragrances for women.
5
https://www.scento.com/brand/jimmy-choo
jo-malone
Jo Malone London
United Kingdom
1,994
niche
London brand known for simple, pairable colognes with short note lists and a clean British style.
13
https://www.scento.com/brand/jo-malone-london
jovoy
Jovoy Paris
France
null
niche
A Paris perfume house whose range spans woody, amber and floral compositions, each with a refined but slightly daring character.
5
https://www.scento.com/perfume-database/houses/jovoy
juliette-has-a-gun
Juliette Has a Gun
France
2,006
niche
A modern French niche perfume house with a playful, bold tone, offering mainly eau de parfum with distinctive floral and woody accords.
10
https://www.scento.com/brand/juliette-has-a-gun
kajal
Kajal
United Arab Emirates
null
arabian
Kajal is a Gulf fragrance house from the United Arab Emirates.
4
https://www.scento.com/brand/kajal
kayali
Kayali
United States
2,018
designer
Modern perfume brand focused on rich, layered gourmand and floral compositions with strong projection.
8
https://www.scento.com/brand/kayali
kenneth-cole
Kenneth Cole
United States
1,982
designer
Kenneth Cole is a designer fragrance house from United States.
2
https://www.scento.com/perfume-database/houses/kenneth-cole
kenzo
Kenzo
France
1,970
designer
Franco-Japanese fashion house with fresh, floral and spirited fragrances.
7
https://www.scento.com/perfume-database/houses/kenzo
kilian
Kilian Paris
France
2,007
niche
Paris luxury house of refillable, boldly packaged niche fragrances with an evening-leaning style.
16
https://www.scento.com/brand/by-kilian
lacoste
Lacoste
France
1,933
designer
French sportswear brand with fresh, easy-wearing fragrances.
5
https://www.scento.com/perfume-database/houses/lacoste
lalique
Lalique
France
1,888
heritage
Lalique is a heritage fragrance house from France.
3
https://www.scento.com/brand/lalique
lancome
Lancôme
France
1,935
designer
French beauty house with long-selling feminine fragrances in the floral and gourmand family.
13
https://www.scento.com/brand/lancome
lattafa
Lattafa
United Arab Emirates
null
arabian
Emirati perfume house making affordable Arabian-style fragrances, mostly sweet, spiced, amber and oud-led compositions.
23
https://www.scento.com/brand/lattafa
le-labo
Le Labo
United States
2,006
niche
New York niche house making fragrances in small batches with single-word names.
7
https://www.scento.com/brand/le-labo
loewe
Loewe
Spain
1,846
designer
Spanish luxury house with roots in leather craft, whose fragrance line plays with raw, natural ingredients in minimalist block-shaped glass bottles.
2
https://www.scento.com/perfume-database/houses/loewe
maison-crivelli
Maison Crivelli
France
2,018
niche
Paris niche house working with rare, striking natural raw materials.
2
https://www.scento.com/brand/maison-crivelli
mfk
Maison Francis Kurkdjian
France
2,009
niche
Paris house founded by perfumer Francis Kurkdjian, known for luminous, refined compositions.
8
https://www.scento.com/brand/maison-francis-kurkdjian
maison-margiela
Maison Margiela Fragrances
France
1,988
designer
Fashion house whose Replica line recreates remembered moments and places as scents, from beach walks to jazz clubs, in apothecary-style bottles.
18
https://www.scento.com/brand/maison-margiela
maison-noir
Maison Noir
null
null
niche
Maison Noir is a niche fragrance house.
1
https://www.scento.com/brand/maison-noir
mancera
Mancera
France
null
niche
Paris-based niche house recognised for richly layered eau de parfum blends of oud, amber, fruit and gourmand notes, often built around spiced woods.
13
https://www.scento.com/brand/mancera
marc-jacobs
Marc Jacobs
United States
1,984
designer
American designer label best known for the playful Daisy fragrance family.
9
https://www.scento.com/brand/marc-jacobs
marc-antoine-barrois
Marc-Antoine Barrois
France
null
niche
Marc-Antoine Barrois is a niche fragrance house from France.
1
https://www.scento.com/perfume-database/houses/marc-antoine-barrois
matiere-premiere
Matière Première
France
null
niche
French niche house centred on a few highly concentrated raw materials.
2
https://www.scento.com/brand/matiere-premiere
memo-paris
Memo Paris
France
2,007
niche
Paris perfume house founded in 2007 by Clara and John Malloy, building each fragrance around a travel destination and raw natural materials.
12
https://www.scento.com/brand/memo-paris
michael-kors
Michael Kors
United States
1,981
designer
An American fashion house whose fragrances are bright, glamorous florals and gourmands aimed at a jet-set, modern audience.
2
https://www.scento.com/perfume-database/houses/michael-kors
miu-miu
Miu Miu
Italy
null
designer
Miu Miu is a designer fragrance house from Italy.
1
https://www.scento.com/brand/miu-miu
molinard
Molinard
France
1,849
heritage
Molinard is a heritage fragrance house from France.
1
https://www.scento.com/perfume-database/houses/molinard
montale
Montale
France
2,003
niche
Paris-based niche house known for dense oud, rose and amber compositions, with a catalogue that leans on Arabian-inspired woods and sweet resins.
24
https://www.scento.com/brand/montale
montblanc
Montblanc
Germany
1,906
designer
A German luxury house famous for writing instruments whose fragrances for men pair fresh, aromatic and woody accords.
13
https://www.scento.com/brand/montblanc
moschino
Moschino
Italy
1,983
designer
Italian fashion house founded in Milan, known for playful, witty design; its fragrances turn that humour into bottles like the teddy-bear Toy line.
7
https://www.scento.com/perfume-database/houses/moschino
mugler
Mugler
France
1,973
designer
French fashion label famous for bold, futuristic fragrances such as Angel and Alien, often refillable.
7
https://www.scento.com/brand/mugler
nabeel
Nabeel
United Arab Emirates
null
arabian
Gulf fragrance house with a catalogue of oud, amber, rose and sweet vanilla perfumes.
8
https://www.scento.com/perfume-database/houses/nabeel
narciso-rodriguez
Narciso Rodriguez
United States
1,997
designer
American designer known for musk-focused fragrances.
11
https://www.scento.com/brand/narciso-rodriguez
nasomatto
Nasomatto
Italy
2,007
niche
Italian niche house making dense, daring perfumes.
5
https://www.scento.com/brand/nasomatto
nautica
Nautica
United States
1,983
designer
Nautica is a designer fragrance house from United States.
1
https://www.scento.com/perfume-database/houses/nautica
nicolai
Nicolaï
France
1,989
niche
Parisian niche house with classically composed fragrances.
2
https://www.scento.com/perfume-database/houses/nicolai
nina-ricci
Nina Ricci
France
1,932
designer
French fashion house with sweet, fairy-tale-themed fragrances.
5
https://www.scento.com/perfume-database/houses/nina-ricci
nishane
Nishane
Turkey
null
niche
Istanbul-based niche perfume house that draws on Turkish culture and storytelling, with extrait de parfum compositions centred on woods, vetiver and florals.
16
https://www.scento.com/brand/nishane
orientica
Orientica
United Arab Emirates
null
arabian
Orientica is a Gulf fragrance house from United Arab Emirates.
2
https://www.scento.com/perfume-database/houses/orientica
ormonde-jayne
Ormonde Jayne
United Kingdom
2,002
niche
London perfume house founded by Linda Pilkington, known for rich blends of rare natural materials and its Head, Heart and Soul note structure.
4
https://www.scento.com/perfume-database/houses/ormonde-jayne
End of preview.

Scento Perfume Database

Scento's verified perfume database as an open dataset: perfumes, the houses that make them and the raw materials (notes) they are built from, with fragrance family, character, season, time of day and the note pyramid where one exists.

It is the same data that powers the free Scento Perfume API and its MCP server.

Files

File Rows Contents
perfumes.csv / perfumes.jsonl 1,320 One row per perfume. The JSONL file has the same rows with list fields as arrays.
houses.csv 137 Perfume houses with country, founding year and a one-line portrait.
materials.csv 404 Raw materials, accords and notes with aliases, material family, origin and smell description.
datapackage.json Frictionless Data descriptor for all tables.

The Scento Perfume API covers 1,400+ perfumes, 140+ houses and 400+ raw materials; this snapshot (21 October 2026) exports every entry that has a public page on scento.com.

Fields

perfumes: id, name, house_id, house, year, perfumers, concentration, family, secondary_family, character, seasons, times_of_day, top_notes, heart_notes, base_notes, notes (all notes, flat), description, popularity_rank (1 = best known), url. List-valued CSV fields are separated by ; . Year, perfumers and the pyramid are filled only where verified; empty means not recorded.

houses: id, name, country, founded, type, portrait, perfume_count, url.

materials: id, name, aliases, material_family, origin (natural, synthetic, both or accord), smell, url.

Every row has a url that points to the matching page on https://www.scento.com.

Sources policy

Facts are taken from the perfume houses' own pages and from authorized retailers, then checked before they enter the database. Descriptions are written by Scento. No third-party text is reproduced and no source texts are included.

License and attribution

Creative Commons Attribution 4.0 International (CC BY 4.0), https://creativecommons.org/licenses/by/4.0/

Attribute as: Scento — https://www.scento.com/perfume-database

Citation

Scento. Scento Perfume Database (2026-10-21). https://www.scento.com/perfume-database

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