Base
Fetch data using SPARQL
LinguaLibre data can be fetched using various coding languages such as Python, Javascript, R and others, returning JSON or other formats.
- For code snippet in your language : open query.wikidata.org (WikiData Query Service, aka WDQS), run your SPARQL query, click "Code" : a pop up window appears with various implementations.
- For downloading data, click "Download".
Javascript:
At least 3 methods exists (code snippet), example:
Query |
Result's basic unit
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SPARQL:
SELECT ?item WHERE { ?item prop:P2 entity:Q5 } LIMIT 10
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{ … },
{
"item": {
"type": "uri",
"value": "https://lingualibre.org/entity/Q12"
},
"itemLabel": {
"xml:lang": "en",
"type": "literal",
"value": "beginner"
}
},
{ … }
|
Javascript:
var endpoint = 'https://lingualibre.org/sparql';
var sparql = 'SELECT ?item WHERE { ?item prop:P2 entity:Q5 } LIMIT 10';
$.getJSON(endpoint,
{ query: sparql, format: 'json' },
function(data){ console.log('JQuery: ',data)}
);
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Lingualibre's ground
✅ Is Language (Q4) → List existing languages
SELECT ?lang ?iso ?langLabel WHERE {
?lang prop:P2 entity:Q4 .
?lang prop:P13 ?iso .
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
|
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✅🇶 Is Speaker (Q3) → List existing speakers
SELECT ?speaker ?speakerLabel
WHERE {
?speaker prop:P2 entity:Q3 . # Condition 1, P2 'instance of' is Q3 'speaker'.
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
|
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✅ Is Language level (Q5) → List existing levels
SELECT ?item ?itemLabel
WHERE {
?item prop:P2 entity:Q5 # Condition 1, P2 'instance of' is Q5 'language level'.
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
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✅ Is Sex or Gender (Q7) → List existing sexes or genders
SELECT ?item ?itemLabel
WHERE {
?item prop:P2 entity:Q7 # Condition 1, P2 'instance of' is Q7 'sex or gender'.
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
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Speaker
✅ Speaker name(s) → Speaker Qid(s)
SELECT ?speakerName ?speakerId
WHERE {
VALUES ?speakerName { "Yug" "VIGNERON" } # One or multiple values
BIND ( STRLANG(?speakerName, "en") AS ?speakerLabel )
# P2: instance of; Q3: speaker.
?speakerId prop:P2 entity:Q3 ; rdfs:label ?speakerLabel .
}
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✅🇶 Speaker Qid (Q42) → Speaker data, all
# Get Q42 (User:0x010C)'s data
SELECT ?predicate ?object ?objectLabel
WHERE {
entity:Q42 ?predicate ?object .
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
|
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✅🇶 Speaker Qid (Q42) → Speaker languages (P4)
SELECT ?languages ?languagesLabel
WHERE {
entity:Q42 prop:P4 ?languages .
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
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✅ Speaker Qid + language Qid → List associated audios
SELECT ?audio ?audioLabel
WHERE {
?audio prop:P5 entity:Q42 . # Condition 1, P5 Speaker is Q42 User:0x010C
?audio prop:P4 entity:Q21 . # Condition 2, P4 language is Q21 French
# Labels
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
|
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Languages
✅ Language LL Qid (Q21) → Count items
SELECT ?language (COUNT(?audio) AS ?nbAudio) WHERE {
VALUES ?language { entity:Q21 }
?audio prop:P4 ?language .
}
GROUP BY ?language
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✅ Language LL Qid (Q21) → Count records
SELECT ?language (COUNT(?audio) AS ?audio) WHERE {
VALUES ?language { entity:Q21 }
?audio prop:P2 entity:Q2 . # P2 'instance of' is Q2 'record'
?audio prop:P4 ?language . # P4 'language' is Q21 'French'
}
GROUP BY ?language
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?✅ Language LL Qid (Q21) → Count unique words
SELECT ?language (COUNT(?audio) AS ?Audios) (COUNT(DISTINCT(?itemLabel)) AS ?Words)
(ROUND(10000*?Words/?Audios)/100 AS ?Percent)
WHERE {
VALUES ?language { entity:Q21 }
?audio prop:P2 entity:Q2 . # P2 'instance of' is Q2 'record'
?audio prop:P4 ?language . # P4 'language' is Q21 'French'
?audio rdfs:label ?itemLabel. # Assign value: label to ?itemLabel
}
GROUP BY ?language
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✅ Language LL Qid (Q21) → Count speakers
SELECT ?language (COUNT(?audio) AS ?audio) WHERE {
VALUES ?language { entity:Q21 }
?audio prop:P2 entity:Q3 . # P2 'instance of' is Q3 'speaker'
?audio prop:P4 ?language . # P4 'language' is Q21 'French'
}
GROUP BY ?language
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✅ Language LL Qid (Q209) → List speakers
SELECT ?language ?speaker ?speakerLabel WHERE {
VALUES ?language { entity:Q209 }
?speaker prop:P2 entity:Q3 . # P2 'instance of' is Q3 'speaker'
?speaker prop:P4 ?language . # P4 'language' is Q21 'French'
# Labels
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
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✅ Language LL Qid (Q21) + Speaker (Q42) → Count records
SELECT ?language ?speakerLabel (COUNT(?audio) AS ?audio)
WHERE {
VALUES ?language { entity:Q21 }
VALUES ?speaker { entity:Q42 }
?audio prop:P4 ?language . # P4 'language' is Q21 'French'
?audio prop:P2 entity:Q2 . # P2 'instance of' is Q2 'record'
?audio prop:P5 ?speaker . # P5 'speaker' is Q42 '0x010C'
# Labels
SERVICE wikibase:label {
bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
}
}
GROUP BY ?language ?speakerLabel
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✅ Languages → Languages iso-639-3
SELECT * WHERE {
?lang prop:P13 ?code .
}
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✅ Isolang → Language LL Qid
SELECT ?langIso ?langId
WHERE {
VALUES ?langIso { "ban" "bre" } # One or multiple values
# P2 'instance of'; Q4 'language'; P13 'ISO 639-3 code'
?langId prop:P2 entity:Q4 ; prop:P13 ?langIso .
}
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Isolang → Language WD Qid
✅ Language WD Qid → Language data, all
SELECT * WHERE {
?lang prop:P12 "Q12107" . # P12 'Wikidata id' is Wikidata's "Q12107"
?lang ?predicate ?object . #
}
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✅ Language LL Qid (Q209) → Language data, all
'Case: Get for language Q209 'Breton' all its data.
SELECT * WHERE {
# Given Q209 'Breton language', get all properties and values
entity:Q209 ?predicate ?object .
}
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✅ Language LL Qid (Q209) → Language data, core
'Case: Get for language Q209 'Breton' all its CORE data.
SELECT * WHERE {
# Given Q209 'Breton language', get all properties and values
entity:Q209 ?predicate ?object .
?predicate rdf:type owl:DatatypeProperty .
}
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Records
✅ Item name + language → Qid(s)
SELECT ?itemLabel ?item
WHERE {
?item prop:P2 entity:Q2 . # Filter: P2 'instance of' Q3 'record'
?item rdfs:label ?itemLabel. # Assign value: label to ?itemLabel
FILTER(CONTAINS(?itemLabel, "apple"@en)).
} limit 10
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Audio Qid → Audio data
✅ Language (Q209) + speaker (Q584098) + word (ni) → Audio's Qid
Case: Search in Breton language, with speaker 'ThonyVezbe',
SELECT ?audio
WHERE {
?audio prop:P4 entity:Q209 . # P4 'language' is Q209 'Breton'
?audio prop:P5 entity:Q584098 . # P5 'speaker' is Q584098 'ThonyVezbe'
?audio rdfs:label ?word . #word
FILTER ( STR(?word) = "ni" ) # word = 'ni'
}
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Langue + speaker + word → Audio's Commons url (P3)
Case: Search in Breton language, with speaker 'ThonyVezbe',
SELECT ?word ?audio (STR(?url) AS ?urlStr)
WHERE {
?audio prop:P4 entity:Q209 . # P4 'language' is Q209 'Breton'
?audio prop:P5 entity:Q584098 . # P5 'speaker' is Q584098 'ThonyVezbe'
?audio rdfs:label ?word . # word
FILTER ( STR(?word) = "achantour" ) # word = 'ni'
?audio prop:P3 ?url
}
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Heavy queries
Queries below are too large to run on LinguaLibre's wikipages, or even on Lingualibre Query Service).
To do: do smaller sub-queries, with one COUNT()
function.
❌ Languages → Name, Wikidata Qid, LLQid, Iso-639-3, and genders
Query |
Result
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SELECT ?languageQidLabel ?wdQid ?languageQid ?isoCode
(COUNT(DISTINCT(?record)) AS ?recordCount)
(COUNT(DISTINCT(?speakerLangM)) AS ?speakerM)
(COUNT(DISTINCT(?speakerLangF)) AS ?speakerF)
wWHERE{
?record prop:P2 entity:Q2 . # Filter: items where P2 'instance of' is Q2 'record'
?record prop:P4 ?languageQid . # Assign value: P4 'language' into variable ?language
?languageQid prop:P12 ?wdQid . # Assign value: P12 'wikidata id' into variable ?WD
?languageQid prop:P13 ?isoCode. # Assign value: P13 'iso639-3' into ?isoCode
#?record prop:P5 ?speakerQidM . # Assign value: P5 'speaker' into variable ?speakerQidM
#?speakerQidM prop:P8 entity:Q16 . # Filter: P8 'sex or gender' is Q16 'male
#?speakerQidM prop:P4 ?speakerLangM . # Assign value: P4 'language' into variable ?spakerLangM
?record prop:P5 ?speakerQidF . # Assign value: P5 'speaker' into variable ?speakerQidF
?speakerQidF prop:P8 entity:Q17 . # Filter: P8 'sex or gender' is Q17 'female
?speakerQidF prop:P4 ?speakerLangF . # Assign value: P4 'language' into variable ?spakerLangF
SERVICE wikibase:label { bd:serviceParam wikibase:language "en" . }
}
GROUP BY ?languageQidLabel ?languageQid ?wdQid ?isoCode
ORDER BY DESC(?recordCount)
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languageQidLabel wdQid languageQid isoCode recordCount speakerM speakerF
French Q150 Q21 fra 16761 0 18
Marathi Q1571 Q34 mar 13153 0 5
Polish Q809 Q298 pol 11686 0 1
…
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❌ Is Language (Q3) → list all languages with number of unique words and speakers
SELECT ?language (COUNT(?audio) AS ?nbAudio) (COUNT(?speaker) AS ?nbSpeaker) WHERE {
?language prop:P2 entity:Q4 .
?audio prop:P4 ?language .
?speaker prop:P4 ?language .
}
GROUP BY ?language
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