Difference between revisions of "SPARQL (intermediate)"

Latest revision as of 16:28, 23 April 2024

Draft

This page is a work in progress.

Tools

SPARQL to persitent data

Some SPARQL queries are meaningful but heavy and overly slow. This administrator tool stores or updates the response data on LinguaLibre, within a wikipage. Stored data can then be loaded in <0.1 second. Multiple data can also be merged via a common property if any.

Federated queries

To query Lingualibre from Wikidata, use SERVICE <https://lingualibre.org/sparql>.
To query Wikidata from LinguaLibre, use SERVICE <https://query.wikidata.org/sparql>.
To query Commons from Lingualibre, use SERVICE <https://commons-query.wikimedia.org/sparql>.

Retrieve data of LinguaLibre from Wikidata

To run on WDQS.^[1] It lists the existing levels in LinguaLibre.

#defaultEndpoint:Wikidata
PREFIX prop: <https://lingualibre.org/prop/direct/>
PREFIX entity: <https://lingualibre.org/entity/>

SELECT * {
  SERVICE <https://lingualibre.org/sparql> {
    SELECT
      ?item
      ?itemLabel
    {
      ?item prop:P2 entity:Q5.
      SERVICE wikibase:label { bd:serviceParam wikibase:language "en" }
    }
  }
}

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From LinguaLibre Query service, retrieve Wikidata's data

To run on LLQS.^[2]

Federate SPARQL query example to create.

# [Example to complete]

Notable elements

LinguaLibre endpoint	Wikidata endpoint
`instance of` P2 : is `record` record (Q2) is `speaker` speaker (Q3) is `language` language/dialect (Q4) `language` P4 `speaker` P5 `gender` P8 `wikidata` P12 `iso` P13 `media type` P24 media type media type (Q88888) is `audio` audio (Q88889) is `video` Video (Q88890) is `written` written only (Q1087276)	For languages: `instance of` P31/P279* is `language` d:Q34770 (ethnic based) , d:Q315 (capacity) is `sign language` d:Q34228 is `endangered language` d:Q335214 is `severely endangered language` d:Q83365366 is `dead language` d:Q45762 (no community) is `instinct language` d:Q38058796 (no speaker) `ISO 639-1 code` P:P218 `ISO 639-2 code` P:P219 `ISO 639-3 code` P:P220 `IETF language tag` P:P305 `geographic coordinate` P625 `number of speakers` P1098 `wikimedia code` P:P424 `native name` P:P1705 `lingualibre ID` P:P10369	For countries: `country` P17 is `country` d:Q6256 is `sovereign state` d:Q3624078 `ISO 3166-1 alpha-3 code` P:P298 `continent` P30 `official language` P37 For places: `located in entity of level n` P:P131 `administrative territorial entity of a specific level` d:Q1799794 (0th level = country) `1st-level administrative country subdivision d:Q10864048 `2nd-level administrative country subdivision` d:Q13220204 `3rd-level administrative country subdivision` d:Q13221722 `4th-level administrative country subdivision` d:Q14757767 `5th-level administrative country subdivision` d:Q15640612 `6th-level administrative country subdivision d:Q22927291

Languages

✅ Language (Gascon (Q930) Gascon) → List of records in this language

To run on WDQS.^[1]

#defaultEndpoint:Wikidata
PREFIX prop: <https://lingualibre.org/prop/direct/>
PREFIX entity: <https://lingualibre.org/entity/>
SELECT ?writing WHERE {
  SERVICE <https://lingualibre.org/sparql> {
    SELECT ?writing WHERE {
      ?record prop:P2 entity:Q2;
        prop:P4 entity:Q930, ?language;
        prop:P3 ?url;
        prop:P7 ?writing.
    # FILTER(CONTAINS(STR(?audio), "LL-Q35735")) # occitan
      SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
    }
  }
}

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✅ Language () → List of WD languages with speaker population >80M

To run on WDQS.^[1]

#defaultEndpoint:Wikidata
SELECT DISTINCT ?item ?ISO ?itemLabel WHERE {
  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE]". }
  ?item p:P1098 ?statement0.
  ?item p:P219 ?isolang.
  ?statement0 (psv:P1098/wikibase:quantityAmount) ?numericQuantity.
  FILTER(?numericQuantity > "80000000"^^xsd:decimal)
  MINUS {
    ?item p:P31 ?statement1.
    ?statement1 (ps:P31/(wdt:P279*)) wd:Q25295.
  }
  OPTIONAL { ?item wdt:P218 ?ISO. }
}
ORDER BY ASC (?ISO)
LIMIT 100

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Language () → List of LL languages with wd speaker population

Query to create.

✅ Languages → List of Sign languages on wikidata

To run on WDQS.^[1]

#defaultEndpoint:Wikidata
SELECT DISTINCT ?item ?itemLabel
WHERE {
  ?item p:P31 ?statement0.
  ?statement0 (ps:P31/(wdt:P279*)) wd:Q34228.
  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE]". }
}

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✅ Languages → List of whistled languages on wikidata

To run on WDQS.^[1]

#defaultEndpoint:Wikidata
SELECT ?whistled_language ?whistled_languageLabel
WHERE {
  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
  ?whistled_language wdt:P31 wd:Q2737212. # Is whistled language (Q2737212)
}

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✅ Languages → List of LL languages with wikidata dead or extinct status

To run on LLQS.^[2]

#defaultEndpoint:Lingualibre
SELECT
  ?deadLanguageLinguaLibre
  ?deadLanguageLinguaLibreLabel
  ?audios
# List Wikidata dead/extinct languages
WITH {
  SELECT DISTINCT ?deadLanguage {
    SERVICE <https://query.wikidata.org/sparql> {
      { ?deadLanguage wdt:P31/wdt:P279* wd:Q45762. }
      UNION
      { ?deadLanguage wdt:P31/wdt:P279* wd:Q38058796. }
    }
  }
} AS %deadLanguage
# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
WITH {
  SELECT ?deadLanguageLinguaLibre {
    INCLUDE %deadLanguage.
    BIND(REPLACE(STR(?deadLanguage), '.*/', '') AS ?deadLanguageQid)
    ?deadLanguageLinguaLibre
      prop:P2 entity:Q4;
      prop:P12 ?deadLanguageQid.
  }
} AS %deadLanguageLinguaLibre
# For those Lingualibre languages, count audios into ?audios
WITH {
  SELECT
    ?deadLanguageLinguaLibre
    (COUNT(?audio) AS ?audios)
  {
    INCLUDE %deadLanguageLinguaLibre.
    ?audio
      prop:P2 entity:Q2;
      prop:P4 ?deadLanguageLinguaLibre.
  }
  GROUP BY ?deadLanguageLinguaLibre
} AS %audios
# What is that ? Back to main scope ? :
{
  INCLUDE %deadLanguageLinguaLibre.
  OPTIONAL{ INCLUDE %audios. }
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
ORDER BY DESC(?audios)

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✅ Languages → List of LL languages with wikidata Endangered language status

To run on LLQS.^[2]

#defaultEndpoint:Lingualibre
SELECT
  ?endangeredLanguageLinguaLibre
  ?endangeredLanguageLinguaLibreLabel
  ?audios
# List Wikidata endangered languages
WITH {
  SELECT DISTINCT ?endangeredLanguage {
    SERVICE <https://query.wikidata.org/sparql> {
      { ?endangeredLanguage wdt:P31/wdt:P279* wd:Q335214. }
      UNION
      { ?endangeredLanguage wdt:P31/wdt:P279* wd:Q83365366. }
    }
  }
} AS %endangeredLanguage
# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
WITH {
  SELECT ?endangeredLanguageLinguaLibre {
    INCLUDE %endangeredLanguage.
    BIND(REPLACE(STR(?endangeredLanguage), '.*/', '') AS ?endangeredLanguageQid)
    ?endangeredLanguageLinguaLibre
      prop:P2 entity:Q4;
      prop:P12 ?endangeredLanguageQid.
  }
} AS %endangeredLanguageLinguaLibre
# For those Lingualibre languages, count audios into ?audios
WITH {
  SELECT
    ?endangeredLanguageLinguaLibre
    (COUNT(?audio) AS ?audios)
  {
    INCLUDE %endangeredLanguageLinguaLibre.
    ?audio
      prop:P2 entity:Q2;
      prop:P4 ?endangeredLanguageLinguaLibre.
  }
  GROUP BY ?endangeredLanguageLinguaLibre
} AS %audios
# What is that ? Back to main scope ? :
{
  INCLUDE %endangeredLanguageLinguaLibre.
  OPTIONAL{ INCLUDE %audios. }
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
ORDER BY DESC(?audios)

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✅ Languages → List of LL languages with wikidata Sign language status

To run on LLQS.^[2]

#defaultEndpoint:Lingualibre
SELECT
  ?signLanguageLinguaLibre
  ?signLanguageLinguaLibreLabel
  ?audios
# List Wikidata sign languages
WITH {
  SELECT DISTINCT ?signLanguage {
    SERVICE <https://query.wikidata.org/sparql> {
      { ?signLanguage wdt:P31/wdt:P279* wd:Q34228. }
    }
  }
} AS %signLanguage
# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
WITH {
  SELECT ?signLanguageLinguaLibre {
    INCLUDE %signLanguage.
    BIND(REPLACE(STR(?signLanguage), '.*/', '') AS ?signLanguageQid)
    ?signLanguageLinguaLibre
      prop:P2 entity:Q4;
      prop:P12 ?signLanguageQid.
  }
} AS %signLanguageLinguaLibre
# For those Lingualibre languages, count audios into ?audios
WITH {
  SELECT
    ?signLanguageLinguaLibre
    (COUNT(?audio) AS ?audios)
  {
    INCLUDE %signLanguageLinguaLibre.
    ?audio
      prop:P2 entity:Q2;
      prop:P4 ?signLanguageLinguaLibre.
  }
  GROUP BY ?signLanguageLinguaLibre
} AS %audios
# What is that ? Back to main scope ? :
{
  INCLUDE %signLanguageLinguaLibre.
  OPTIONAL{ INCLUDE %audios. }
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
ORDER BY DESC(?audios)

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Language (Marathi (Q34)) → Item with Wikidata Qid(s), optional Geo-coordinates

To run on LLQS.^[2]

#defaultEndpoint:Lingualibre
PREFIX wd: <http://www.wikidata.org/entity/>
PREFIX wdt: <http://www.wikidata.org/prop/direct/>
PREFIX ll: <https://lingualibre.org/entity/> 
PREFIX llt: <https://lingualibre.org/prop/direct/>
PREFIX lltn: <https://lingualibre.org/prop/direct-normalized/>

select distinct ?record ?transcription ?languageLabel ?wdQid (?wdLabel as ?wdLabelEN) ?coord
where {
  ?record llt:P2 ll:Q2 . # Filter: P2 'instance of' is Q2 'record'
  ?record llt:P4 ll:Q34 .          # Filter: record's P4 'language' is Q34 'Marathi'
  ?record llt:P4 ?language .       # Assign value: record's P4 'language' to variable ?language
  ?record llt:P7 ?transcription .  # Assign value: record's P7 'transcription' to variable ?transcription
  ?record lltn:P12 ?wdQid . # Assign value: record's P12 'wikidata id' to variable ?wdQid
  
  SERVICE <https://query.wikidata.org/sparql> {
    OPTIONAL { ?wdQid wdt:P625 ?coord . } # Assign value: wikidata item's wd:P625 'coordinates' to variable ?coord
    OPTIONAL {
      ?wdQid rdfs:label ?wdLabel . # Assign value: wikidata item's label to variable ?wikidataLabel
     FILTER (LANG(?wdLabel) = "en") . # Filter: default language, else English
    }
  }
  SERVICE wikibase:label { 
    bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
  } 
}

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✅ Languages → Languages with gender and recordings counts

To run on LLQS.^[2]

#defaultEndpoint:Lingualibre
SELECT ?languageLabel ?wikidata ?iso
  ?malesSpeakers ?malesRecords ?femalesSpeakers ?femalesRecords
  (ROUND(1000*?femalesRecords/(?femalesRecords+?malesRecords))/10 AS ?percent)
WITH {
  SELECT ?language ?languageLabel ?wikidata ?iso {
      ?record prop:P2 entity:Q2 .     # Filter: P2 'instance of' is Q2 'record'
      ?record prop:P4 ?language .     # Assign value: P4 'language' into ?language
      ?language prop:P12 ?wikidata .   # Assign value: P12 'wikidata id' into ?wikidata
      OPTIONAL { ?language prop:P13 ?iso . } # Assign value: P13 'iso639-3' into ?iso
	}
	GROUP BY ?language ?languageLabel ?wikidata ?iso
} AS %base
WITH {
  SELECT ?language ?languageLabel ?iso ?genderLabel 
    (COUNT(DISTINCT ?females) AS ?femalesSpeakers) 
    (COUNT(DISTINCT ?record) AS ?femalesRecords) {
  INCLUDE %base
  ?record prop:P4 ?language ; # Filter
          prop:P5 ?females . # Assign value: P5 'speaker' into ?females
  ?females prop:P8 entity:Q17 ;  # Filter
          prop:P8 ?gender . # Assign value: P8 'gender' into ?gender
    } GROUP BY ?language ?languageLabel ?iso ?genderLabel
} AS %females

WITH {
  SELECT ?language ?languageLabel ?iso ?genderLabel 
    (COUNT(DISTINCT ?males) AS ?malesSpeakers)
    (COUNT(DISTINCT ?record) AS ?malesRecords) {
  INCLUDE %base
  ?record prop:P4 ?language ;
          prop:P5 ?males . # Assign value: P5 'speaker' into variable ?speakerQid
  ?males prop:P8 entity:Q16 ; 
          prop:P8 ?gender .
    } GROUP BY ?language ?languageLabel ?iso ?genderLabel
} AS %males
{
  INCLUDE %base 
  INCLUDE %females
  INCLUDE %males
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?languageLabel ?wikidata ?iso ?malesSpeakers ?malesRecords ?femalesSpeakers ?femalesRecords
ORDER BY ASC(?languageLabel )

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[HEAVY] Languages → Languages with gender and recordings counts (2)

Section needs review.

To run on LLQS.^[2]

#defaultEndpoint:Lingualibre
SELECT ?iso 
  (?genderLabel as ?Gender)
  (COUNT(DISTINCT ?speakerQid) as ?Speakers) 
  (COUNT(DISTINCT ?record) as ?Records)
WHERE {
  ?record prop:P2 entity:Q2 .     # Filter: items where P2 'instance of' is Q2 'record'
  ?record prop:P4 ?language .    # Filter: items where P4 'language' is Q34 'Marathi'
  # OPTIONAL { ?language prop:P12 ?wikidata }  # Assign value: P12 'wikidata id' into variable ?WD
  OPTIONAL { ?language prop:P13 ?iso } # Assign value: P13 'iso639-3' into ?isoCode
  ?record prop:P5 ?speakerQid . # Assign value: P5 'speaker' into variable ?speakerQid
  ?speakerQid prop:P8 ?gender . #  Assign value: P8 'sex or gender'
  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" }
}
GROUP BY ?iso ?genderLabel
ORDER BY ASC(?iso )

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Speakers

✅ Speakers → Largest number of languages recorded and known

To run on LLQS.^[2]

#defaultEndpoint:Lingualibre
#Title: Speakers with recordings largest number of languages and known languages
SELECT ?speaker ?speakerLabel ?count ?languages
# Get audios, language, speaker triplet
WITH {
  SELECT DISTINCT ?speaker ?language {
    ?audio prop:P4 ?language;
           prop:P5 ?speaker.
  }
} AS %speakers
# Get the count of languages per each speaker
WITH {
  SELECT ?speaker (COUNT(?speaker) AS ?count) {
    INCLUDE %speakers.
  }
  GROUP BY ?speaker
  ORDER BY DESC(?count)
} AS %countOfLanguagesRecordedPerSpeaker
# Get the maximum number of languages per each speaker
WITH {
  SELECT (MAX(?count) AS ?maxNumberOfLanguagesRecorded) {
    INCLUDE %countOfLanguagesRecordedPerSpeaker.
  }
} AS %maxNumberOfLanguagesRecorded
# Get those speakers whose count equals the maximum number of languages
WITH {
  SELECT ?speaker ?count {
    INCLUDE %countOfLanguagesRecordedPerSpeaker.
    INCLUDE %maxNumberOfLanguagesRecorded.
    FILTER(?count = ?maxNumberOfLanguagesRecorded).
  }
} AS %speakersWithMostNumberOfLanguagesRecorded
# Get the languages of those speakers that have recorded audios in the
# most number of languages
WITH {
  SELECT ?speaker (GROUP_CONCAT(?languageLabel; SEPARATOR = ", ") AS ?languages) {
    INCLUDE %speakersWithMostNumberOfLanguagesRecorded.
    ?speaker prop:P4 [
        rdfs:label ?languageLabel
      ]
    FILTER(LANG(?languageLabel) = "en").
  }
  GROUP BY ?speaker
} AS %languagesOfSpeakersWithMostNumberOfLanguagesRecorded
{
  INCLUDE %speakersWithMostNumberOfLanguagesRecorded.
  INCLUDE %languagesOfSpeakersWithMostNumberOfLanguagesRecorded.
  ?speaker rdfs:label ?speakerLabel.
  FILTER(LANG(?speakerLabel) = "en")
}

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✅ Speakers → Countries with most speakers

To run on LLQS.^[2]
Note: this queries collects declared speakers, and do not check for actual recordings.

#defaultEndpoint:Lingualibre
SELECT ?country ?continentLabel ?ISO3 ?countryLabel (COUNT(?country) AS ?count)
WITH {
  SELECT DISTINCT ?speaker {
    ?speaker prop:P2 entity:Q3;
  }
} AS %speakers
WITH {
  SELECT DISTINCT
    ?speaker
    ?country
    ?countryLabel
    ?ISO3
    ?continentLabel
  {
    INCLUDE %speakers.
    ?speaker prop:P14 ?residence.
    # Avoids weird errors.
    FILTER(REGEX(?residence, "^Q[0-9]+$"))
    BIND(IRI(CONCAT('http://www.wikidata.org/entity/', ?residence)) AS ?residenceId)
    
    # Get country from wikidata
    SERVICE <https://query.wikidata.org/sparql> {
      ?residenceId wdt:P17 ?country.
      ?country rdfs:label ?countryLabel;
               wdt:P298 ?ISO3;
               wdt:P30 ?continent.
      ?continent rdfs:label ?continentLabel.
      FILTER(LANG(?countryLabel) = "en").
      FILTER(LANG(?continentLabel) = "en").
    }
  }
} AS %speakersWithCountries
{
  INCLUDE %speakersWithCountries.
}
GROUP BY ?country ?continentLabel ?ISO3 ?countryLabel
ORDER BY DESC(?count)

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Speakers → Map of speakers by place

To run on WDQS.^[1]

#defaultEndpoint:Wikidata
#defaultView:Map
PREFIX ll: <https://lingualibre.org/entity/>
PREFIX llt: <https://lingualibre.org/prop/direct/>

SELECT DISTINCT ?lLabel ?coord WITH {
  SELECT ?lLabel ?loc WHERE {
    SERVICE <https://lingualibre.org/sparql> { 
      select DISTINCT ?lLabel ?loc { 
        SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
        ?l llt:P2 ll:Q3 ;
           llt:P14 ?loc . 
        ?record llt:P5 ?l.   
        FILTER (regex(?loc, '^Q')) 
      } 
    }
  }
} AS %i
WHERE {
  INCLUDE %i
  BIND (URI(CONCAT("http://www.wikidata.org/entity/", ?loc)) AS ?locURL)
  SERVICE <https://query.wikidata.org/sparql> { 
    select * { 
      ?locURL wdt:P625 ?coord . 
    } 
  }
}

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Speakers → Map of speakers with recordings

To run on WDQS.^[1]

#defaultEndpoint:Wikidata
#defaultView:Map
# Same can apply to languages :
# Q3→Q4  : items speaker and language
# P14→P12 : items WD location and WD language
# P5→P4 : properties speaker and languages
# P625→P1098 : properties location and population

PREFIX ll: <https://lingualibre.org/entity/>
PREFIX llt: <https://lingualibre.org/prop/direct/>

SELECT DISTINCT ?itemLabel ?wikidata (?info AS ?coordinates) ?records (SAMPLE(?tag) AS ?layer)
# On Lingualibre, get item's info
WITH {
  SELECT *
  WHERE {
    SERVICE <https://lingualibre.org/sparql> {    # Commented on LLQS only
      SELECT DISTINCT ?itemLabel ?wikidata (COUNT(?record) AS ?records) 
      {
        ?item llt:P2 ll:Q3 ;
                 rdfs:label ?itemLabel;
                 llt:P14 ?wikidata .
        ?record llt:P5 ?item .
        FILTER (LANG(?itemLabel)='en')
        FILTER (regex(?wikidata, '^Q'))
      } GROUP BY ?itemLabel ?wikidata
    }           # Commented on LLQS only
  }
} AS %infoWikidataId
# On Wikidata, get the target info
WHERE {
  INCLUDE %infoWikidataId
  BIND (URI(CONCAT("http://www.wikidata.org/entity/", ?wikidata)) AS ?infoURL)
  SERVICE <https://query.wikidata.org/sparql> { 
    SELECT * { 
      ?infoURL wdt:P625 ?info .
    } 
  }
   BIND(
    IF(?records < 10, "<10",
    IF(?records < 1000, "10-1,000",
    IF(?records < 5000, "1k-5k",
    IF(?records < 25000, "5k-25k",
    IF(?records < 50000, "25k-50k",
    ">50k")))))
    AS ?tag) .
} 
GROUP BY ?itemLabel ?wikidata ?info ?records
ORDER BY DESC (?records)

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References

↑ ^1.0 ^1.1 ^1.2 ^1.3 ^1.4 ^1.5 ^1.6 Endpoint Wikidata Query Service (WDQS) – run SPARQL Queries upon Wikidata. Run, test, download the data as json, csv or tsv. Has advanced user-friendly features such as : word hovering too see a term's meaning, code optimization, etc.
↑ ^2.0 ^2.1 ^2.2 ^2.3 ^2.4 ^2.5 ^2.6 ^2.7 ^2.8 Endpoint LinguaLibre Query Service (LLQS) – run SPARQL Queries upon LinguaLibre. Run, test, download the data as json, csv or tsv.

Template	{{Speakers category}} • {{Recommended lists}} • {{To iso 639-2}} • {{To iso 639-3}} • {{Userbox-records}} • {{Bot steps}}
Audio files	How to create a frequency list? • Convert files formats • Denoise files with SoX • Rename and mass rename
Bots	Help:Bots • LinguaLibre:Bot • Help:Log in to Lingua Libre with Pywikibot • Lingua Libre Bot (gh) • Olafbot • PamputtBot • Dragons Bot (gh)
MediaWiki	MediaWiki: Help:Documentation opérationelle Mediawiki • Help:Database structure • Help:CSS • Help:Rename • Help:OAuth • LinguaLibre:User rights (rate limit) • Module:Lingua Libre record & {{Lingua Libre record}} • JS scripts: MediaWiki:Common.js • LastAudios.js • SoundLibrary.js • ItemsSugar.js • LexemeQueriesGenerator.js (pad) • Sparql2data.js (pad) • LanguagesGallery.js (pad) • Gadgets: Gadget-LinguaImporter.js • Gadget-Demo.js • Gadget-RecentNonAudio.js • LiLiZip.js
Queries	Help:APIs • Help:SPARQL • SPARQL (intermediate) (stub) • SPARQL for lexemes (stub) • SPARQL for maintenance • Lingualibre:Wikidata (stub) • Help:SPARQL (HAL)
Reuses	Help:Download datasets • Help:Embed audio in HTML
Unstable & tests	Help:SPARQL/test
Categories	Category:Technical reports

Help

Difference between revisions of "SPARQL (intermediate)"

Help:SPARQL 2 will explore federated queries fetching data from both LinguaguaLibre and Wikidata's endpoints. It allows to augent your data thank to Wikidata-provided languages population, status, countries, as well as speakers' geocoordinates, country of origin, etc.

Latest revision as of 16:28, 23 April 2024

Contents

Tools

SPARQL to persitent data

Federated queries

Retrieve data of LinguaLibre from Wikidata

From LinguaLibre Query service, retrieve Wikidata's data

Notable elements

Languages

✅ Language (Gascon (Q930) Gascon) → List of records in this language

✅ Language () → List of WD languages with speaker population >80M

Language () → List of LL languages with wd speaker population

✅ Languages → List of Sign languages on wikidata

✅ Languages → List of whistled languages on wikidata

✅ Languages → List of LL languages with wikidata dead or extinct status

✅ Languages → List of LL languages with wikidata Endangered language status

✅ Languages → List of LL languages with wikidata Sign language status

Language (Marathi (Q34)) → Item with Wikidata Qid(s), optional Geo-coordinates

✅ Languages → Languages with gender and recordings counts

[HEAVY] Languages → Languages with gender and recordings counts (2)

Speakers

✅ Speakers → Largest number of languages recorded and known

✅ Speakers → Countries with most speakers

Speakers → Map of speakers by place

Speakers → Map of speakers with recordings

References

See also

@@ Line 1: / Line 1: @@
-{{#Subtitle:'''Help:SPARQL 2''' will explore federated queries fetching data from both LinguaguaLibre and Wikidata's endpoints, then Wikidata Lexemes, an emerging source of lexicographic data. The duo can be a solid combo to provide lexicographic and multimedia (audio recordings and images) for either Wikimedia modules or web developers.}}
+{{#Subtitle:'''Help:SPARQL 2''' will explore federated queries fetching data from both LinguaguaLibre and Wikidata's endpoints. It allows to augent your data thank to Wikidata-provided languages population, status, countries, as well as speakers' geocoordinates, country of origin, etc.}}
 {{draft}}
 == Tools ==
-=== Lexemes Queries Generator ===
-{{LexemeQueriesGenerator}}
 === SPARQL to persitent data ===
-''Some SPARQL queries are meaningful but heavy and overly slow. This administrator tool stores or updates the response data on LinguaLibre, within a wikipage. Stored data can then be loaded in <1 second via a variation of <code>mw.loader.load('/index.php?title=MediaWiki:Mydata.js&action=raw&ctype=text/javascript');</code>. Multiple data can also be merged via a common property if any.
+''Some SPARQL queries are meaningful but heavy and overly slow. This administrator tool stores or updates the response data on LinguaLibre, within a wikipage. Stored data can then be loaded in <0.1 second. Multiple data can also be merged via a common property if any.
 {{Sparql2data}}
-=== Federate queries ===
+== Federated queries==
 * To query Lingualibre from Wikidata, use <code><nowiki>SERVICE <https://lingualibre.org/sparql></nowiki></code>.
 * To query Wikidata from LinguaLibre, use <code><nowiki>SERVICE <https://query.wikidata.org/sparql></nowiki></code>.
+* To query Commons from Lingualibre, use <code><nowiki>SERVICE <https://commons-query.wikimedia.org/sparql></nowiki></code>.
-The following query shows a simple example of retrieving data of LinguaLibre from [https://query.wikidata.org/ Wikidata Query Service]. It lists the existing levels in LinguaLibre.
+=== Retrieve data of LinguaLibre from Wikidata ===
+To run on WDQS.<ref name="WDQS">[https://query.wikidata.org <span class="mw-ui-button mw-ui-progressive" role="button" aria-disabled="false">Endpoint</span>] [https://query.wikidata.org Wikidata Query Service (WDQS)] – run SPARQL Queries upon Wikidata. Run, test, download the data as json, csv or tsv. Has advanced user-friendly features such as : word hovering too see a term's meaning, code optimization, etc.</ref> It lists the existing levels in LinguaLibre.
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
 <syntaxhighlight lang="sparql">
+#defaultEndpoint:Wikidata
 PREFIX prop: <https://lingualibre.org/prop/direct/>
 PREFIX entity: <https://lingualibre.org/entity/>
@@ Line 22: / Line 25: @@
 SELECT * {
    SERVICE <https://lingualibre.org/sparql> {
-     SELECT ?item ?itemLabel {
+     SELECT
+      ?item
+      ?itemLabel
+    {
        ?item prop:P2 entity:Q5.
        SERVICE wikibase:label { bd:serviceParam wikibase:language "en" }
@@ Line 29: / Line 35: @@
 }
 </syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Wikidata
+PREFIX prop: <https://lingualibre.org/prop/direct/>
+PREFIX entity: <https://lingualibre.org/entity/>
+SELECT * {
+  SERVICE <https://lingualibre.org/sparql> {
+    SELECT
+      ?item
+      ?itemLabel
+    {
+      ?item prop:P2 entity:Q5.
+      SERVICE wikibase:label { bd:serviceParam wikibase:language "en" }
+    }
+  }
+}
+</query>
+|}
+=== From LinguaLibre Query service, retrieve Wikidata's data ===
+:''To run on LLQS.<ref name="LLQS">[{{SERVER}}/bigdata/#query <span class="mw-ui-button mw-ui-progressive" role="button" aria-disabled="false">Endpoint</span>] [{{SERVER}}/bigdata/#query LinguaLibre Query Service (LLQS)] – run SPARQL Queries upon LinguaLibre. Run, test, download the data as json, csv or tsv.</ref>''
+:''Federate SPARQL query example to create.''
+<syntaxhighlight lang="sparql">
+# [Example to complete]
+</syntaxhighlight>
+== Notable elements ==
+{| class="wikitable"
+|- style="background:#CCC"
+! LinguaLibre endpoint
+!colspan=2| Wikidata endpoint
+|- style="vertical-align:top"
+|
+* `instance of` [[Property:P2|P2]] :
+** is `record` [[Q2]]
+** is `speaker` [[Q3]]
+** is `language` [[Q4]]
+* `language` [[Property:P4|P4]]
+* `speaker` [[Property:P5|P5]]
+* `gender` [[Property:P8|P8]]
+* `wikidata` [[Property:P12|P12]]
+* `iso` [[Property:P13|P13]]
+* `media type` [[Property:P24|P24]]
+** media type [[Q88888]]
+** is `audio` [[Q88889]]
+** is `video` [[Q88890]]
+** is `written` [[Q1087276]]
+|
+For languages:
+* `instance of` [[:d:P:P31|P31]]/[[:d:P:P279|P279]]*
+** is `language` [[:d:Q34770]] (ethnic based) , [[:d:Q315]] (capacity)
+** is `sign language` [[:d:Q34228]]
+** is `endangered language` [[:d:Q335214]]
+** is `severely endangered language` [[:d:Q83365366]]
+** is `dead language` [[d:Q45762]] (no community)
+** is `instinct language` [[:d:Q38058796]] (no speaker)
+* `ISO 639-1 code` [[:d:P:P218|P:P218]]
+* `ISO 639-2 code` [[:d:P:P219|P:P219]]
+* `ISO 639-3 code` [[:d:P:P220|P:P220]]
+* `IETF language tag` [[:d:P:P305|P:P305]]
+* `geographic coordinate` [[:d:P:P625|P625]]
+* `number of speakers` [[:d:P:P1098|P1098]]
+* `wikimedia code` [[:d:P:P424|P:P424]]
+* `native name` [[:d:P:P1705|P:P1705]]
+* `lingualibre ID` [[:d:P:P10369|P:P10369]]
+||
+For countries:
+* `country` [[:d:P:P17|P17]]
+** is `country` [[:d:Q6256]]
+** is `sovereign state` [[:d:Q3624078]]
+* `ISO 3166-1 alpha-3 code` [[:d:P:P298|P:P298]]
+* `continent` [[:d:P:P30|P30]]
+* `official language` [[:d:P:P37|P37]]
+For places:
+* `located in entity of level n` [[:d:P:P131|P:P131]]
+** `administrative territorial entity of a specific level` [[:d:Q1799794]]
+*** (0th level = country)
+*** `1st-level administrative country subdivision [[:d:Q10864048]]
+*** `2nd-level administrative country subdivision` [[:d:Q13220204]]
+*** `3rd-level administrative country subdivision` [[:d:Q13221722]]
+*** `4th-level administrative country subdivision` [[:d:Q14757767]]
+*** `5th-level administrative country subdivision` [[:d:Q15640612]]
+*** `6th-level administrative country subdivision [[:d:Q22927291]]
+|}
 == Languages ==
-=== ✅ Language () → List of LL languages with wd speaker population ===
+=== ✅ Language ([[Q930]] Gascon) → List of records in this language ===
+To run on WDQS.<ref name="WDQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Wikidata
+PREFIX prop: <https://lingualibre.org/prop/direct/>
+PREFIX entity: <https://lingualibre.org/entity/>
+SELECT ?writing WHERE {
+  SERVICE <https://lingualibre.org/sparql> {
+    SELECT ?writing WHERE {
+      ?record prop:P2 entity:Q2;
+        prop:P4 entity:Q930, ?language;
+        prop:P3 ?url;
+        prop:P7 ?writing.
+    # FILTER(CONTAINS(STR(?audio), "LL-Q35735")) # occitan
+      SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+    }
+  }
+}
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Wikidata
+PREFIX prop: <https://lingualibre.org/prop/direct/>
+PREFIX entity: <https://lingualibre.org/entity/>
+SELECT ?writing WHERE {
+  SERVICE <https://lingualibre.org/sparql> {
+    SELECT ?writing WHERE {
+      ?record prop:P2 entity:Q2;
+        prop:P4 entity:Q930, ?language;
+        prop:P3 ?url;
+        prop:P7 ?writing.
+    # FILTER(CONTAINS(STR(?audio), "LL-Q35735")) # occitan
+      SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+    }
+  }
+}
+</query>
+|}
-== Lexemes ==
+=== ✅ Language () → List of WD languages with speaker population >80M ===
-=== ✅ Language ([[:d:Q12107]]) → List of wd lexemes ===
+To run on WDQS.<ref name="WDQS" />
-Example : Q12107 breton.
+{| style="width:100%"
-=== ✅ Language () → List of wd lexemes with LL audio ===
+|- style="vertical-align:top;"
-=== ✅ Language () → List of wd lexemes with LL audio and wd translation ([[:d:Q150]]) ===
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Wikidata
+SELECT DISTINCT ?item ?ISO ?itemLabel WHERE {
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE]". }
+  ?item p:P1098 ?statement0.
+  ?item p:P219 ?isolang.
+  ?statement0 (psv:P1098/wikibase:quantityAmount) ?numericQuantity.
+  FILTER(?numericQuantity > "80000000"^^xsd:decimal)
+  MINUS {
+    ?item p:P31 ?statement1.
+    ?statement1 (ps:P31/(wdt:P279*)) wd:Q25295.
+  }
+  OPTIONAL { ?item wdt:P218 ?ISO. }
+}
+ORDER BY ASC (?ISO)
+LIMIT 100
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Wikidata
+#defaultEndpoint:Wikidata
+SELECT DISTINCT ?item ?ISO ?itemLabel WHERE {
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE]". }
+  ?item p:P1098 ?statement0.
+  ?item p:P219 ?isolang.
+  ?statement0 (psv:P1098/wikibase:quantityAmount) ?numericQuantity.
+  FILTER(?numericQuantity > "80000000"^^xsd:decimal)
+  MINUS {
+    ?item p:P31 ?statement1.
+    ?statement1 (ps:P31/(wdt:P279*)) wd:Q25295.
+  }
+  OPTIONAL { ?item wdt:P218 ?ISO. }
+}
+ORDER BY ASC (?ISO)
+LIMIT 100
+</query>
+|}
+=== Language () → List of LL languages with wd speaker population ===
+:''Query to create.''
+===✅ Languages → List of Sign languages on wikidata ===
+To run on WDQS.<ref name="WDQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Wikidata
+SELECT DISTINCT ?item ?itemLabel
+WHERE {
+  ?item p:P31 ?statement0.
+  ?statement0 (ps:P31/(wdt:P279*)) wd:Q34228.
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE]". }
+}
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Wikidata
+SELECT DISTINCT ?item ?itemLabel
+WHERE {
+  ?item p:P31 ?statement0.
+  ?statement0 (ps:P31/(wdt:P279*)) wd:Q34228.
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE]". }
+}
+</query>
+|}
+===✅ Languages → List of whistled languages on wikidata ===
+To run on WDQS.<ref name="WDQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Wikidata
+SELECT ?whistled_language ?whistled_languageLabel
+WHERE {
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
+  ?whistled_language wdt:P31 wd:Q2737212. # Is whistled language (Q2737212)
+}
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Wikidata
+SELECT ?whistled_language ?whistled_languageLabel
+WHERE {
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
+  ?whistled_language wdt:P31 wd:Q2737212. # Is whistled language (Q2737212)
+}
+</query>
+|}
+=== ✅ Languages → List of LL languages with wikidata dead or extinct status ===
+To run on LLQS.<ref name="LLQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Lingualibre
+SELECT
+  ?deadLanguageLinguaLibre
+  ?deadLanguageLinguaLibreLabel
+  ?audios
+# List Wikidata dead/extinct languages
+WITH {
+  SELECT DISTINCT ?deadLanguage {
+    SERVICE <https://query.wikidata.org/sparql> {
+      { ?deadLanguage wdt:P31/wdt:P279* wd:Q45762. }
+      UNION
+      { ?deadLanguage wdt:P31/wdt:P279* wd:Q38058796. }
+    }
+  }
+} AS %deadLanguage
+# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
+WITH {
+  SELECT ?deadLanguageLinguaLibre {
+    INCLUDE %deadLanguage.
+    BIND(REPLACE(STR(?deadLanguage), '.*/', '') AS ?deadLanguageQid)
+    ?deadLanguageLinguaLibre
+      prop:P2 entity:Q4;
+      prop:P12 ?deadLanguageQid.
+  }
+} AS %deadLanguageLinguaLibre
+# For those Lingualibre languages, count audios into ?audios
+WITH {
+  SELECT
+    ?deadLanguageLinguaLibre
+    (COUNT(?audio) AS ?audios)
+  {
+    INCLUDE %deadLanguageLinguaLibre.
+    ?audio
+      prop:P2 entity:Q2;
+      prop:P4 ?deadLanguageLinguaLibre.
+  }
+  GROUP BY ?deadLanguageLinguaLibre
+} AS %audios
+# What is that ? Back to main scope ? :
+{
+  INCLUDE %deadLanguageLinguaLibre.
+  OPTIONAL{ INCLUDE %audios. }
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+ORDER BY DESC(?audios)
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Lingualibre
+SELECT
+  ?deadLanguageLinguaLibre
+  ?deadLanguageLinguaLibreLabel
+  ?audios
+# List Wikidata dead/extinct languages
+WITH {
+  SELECT DISTINCT ?deadLanguage {
+    SERVICE <https://query.wikidata.org/sparql> {
+      { ?deadLanguage wdt:P31/wdt:P279* wd:Q45762. }
+      UNION
+      { ?deadLanguage wdt:P31/wdt:P279* wd:Q38058796. }
+    }
+  }
+} AS %deadLanguage
+# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
+WITH {
+  SELECT ?deadLanguageLinguaLibre {
+    INCLUDE %deadLanguage.
+    BIND(REPLACE(STR(?deadLanguage), '.*/', '') AS ?deadLanguageQid)
+    ?deadLanguageLinguaLibre
+      prop:P2 entity:Q4;
+      prop:P12 ?deadLanguageQid.
+  }
+} AS %deadLanguageLinguaLibre
+# For those Lingualibre languages, count audios into ?audios
+WITH {
+  SELECT
+    ?deadLanguageLinguaLibre
+    (COUNT(?audio) AS ?audios)
+  {
+    INCLUDE %deadLanguageLinguaLibre.
+    ?audio
+      prop:P2 entity:Q2;
+      prop:P4 ?deadLanguageLinguaLibre.
+  }
+  GROUP BY ?deadLanguageLinguaLibre
+} AS %audios
+# What is that ? Back to main scope ? :
+{
+  INCLUDE %deadLanguageLinguaLibre.
+  OPTIONAL{ INCLUDE %audios. }
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+ORDER BY DESC(?audios)
+</query>
+|}
+=== ✅ Languages → List of LL languages with wikidata Endangered language status ===
+To run on LLQS.<ref name="LLQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Lingualibre
+SELECT
+  ?endangeredLanguageLinguaLibre
+  ?endangeredLanguageLinguaLibreLabel
+  ?audios
+# List Wikidata endangered languages
+WITH {
+  SELECT DISTINCT ?endangeredLanguage {
+    SERVICE <https://query.wikidata.org/sparql> {
+      { ?endangeredLanguage wdt:P31/wdt:P279* wd:Q335214. }
+      UNION
+      { ?endangeredLanguage wdt:P31/wdt:P279* wd:Q83365366. }
+    }
+  }
+} AS %endangeredLanguage
+# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
+WITH {
+  SELECT ?endangeredLanguageLinguaLibre {
+    INCLUDE %endangeredLanguage.
+    BIND(REPLACE(STR(?endangeredLanguage), '.*/', '') AS ?endangeredLanguageQid)
+    ?endangeredLanguageLinguaLibre
+      prop:P2 entity:Q4;
+      prop:P12 ?endangeredLanguageQid.
+  }
+} AS %endangeredLanguageLinguaLibre
+# For those Lingualibre languages, count audios into ?audios
+WITH {
+  SELECT
+    ?endangeredLanguageLinguaLibre
+    (COUNT(?audio) AS ?audios)
+  {
+    INCLUDE %endangeredLanguageLinguaLibre.
+    ?audio
+      prop:P2 entity:Q2;
+      prop:P4 ?endangeredLanguageLinguaLibre.
+  }
+  GROUP BY ?endangeredLanguageLinguaLibre
+} AS %audios
+# What is that ? Back to main scope ? :
+{
+  INCLUDE %endangeredLanguageLinguaLibre.
+  OPTIONAL{ INCLUDE %audios. }
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+ORDER BY DESC(?audios)
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Lingualibre
+SELECT
+  ?endangeredLanguageLinguaLibre
+  ?endangeredLanguageLinguaLibreLabel
+  ?audios
+# List Wikidata endangered languages
+WITH {
+  SELECT DISTINCT ?endangeredLanguage {
+    SERVICE <https://query.wikidata.org/sparql> {
+      { ?endangeredLanguage wdt:P31/wdt:P279* wd:Q335214. }
+      UNION
+      { ?endangeredLanguage wdt:P31/wdt:P279* wd:Q83365366. }
+    }
+  }
+} AS %endangeredLanguage
+# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
+WITH {
+  SELECT ?endangeredLanguageLinguaLibre {
+    INCLUDE %endangeredLanguage.
+    BIND(REPLACE(STR(?endangeredLanguage), '.*/', '') AS ?endangeredLanguageQid)
+    ?endangeredLanguageLinguaLibre
+      prop:P2 entity:Q4;
+      prop:P12 ?endangeredLanguageQid.
+  }
+} AS %endangeredLanguageLinguaLibre
+# For those Lingualibre languages, count audios into ?audios
+WITH {
+  SELECT
+    ?endangeredLanguageLinguaLibre
+    (COUNT(?audio) AS ?audios)
+  {
+    INCLUDE %endangeredLanguageLinguaLibre.
+    ?audio
+      prop:P2 entity:Q2;
+      prop:P4 ?endangeredLanguageLinguaLibre.
+  }
+  GROUP BY ?endangeredLanguageLinguaLibre
+} AS %audios
+# What is that ? Back to main scope ? :
+{
+  INCLUDE %endangeredLanguageLinguaLibre.
+  OPTIONAL{ INCLUDE %audios. }
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+ORDER BY DESC(?audios)
+</query>
+|}
-=== ✅ Language () → List of wd lexemes ([[:d:Q150]]) ===
+=== ✅ Languages → List of LL languages with wikidata Sign language status ===
-:''Strange query from [[User:VIGNERON/common.js]]''
+To run on LLQS.<ref name="LLQS" />
 {| style="width:100%"
 |- style="vertical-align:top;"
 |style="padding: 0 3em;width:60%"|
 <syntaxhighlight lang="sparql">
-SELECT DISTINCT ?lexemeLabel ?lexeme
+#defaultEndpoint:Lingualibre
+SELECT
+  ?signLanguageLinguaLibre
+  ?signLanguageLinguaLibreLabel
+  ?audios
+# List Wikidata sign languages
 WITH {
-   SELECT ?lexeme ?lexemeLabel ?lexical_category WHERE {
+   SELECT DISTINCT ?signLanguage {
-     ?lexeme a ontolex:LexicalEntry ;
+    SERVICE <https://query.wikidata.org/sparql> {
-            dct:language wd:Q12107 ;
+      { ?signLanguage wdt:P31/wdt:P279* wd:Q34228. }
-            wikibase:lemma ?lexemeLabel .
+    }
+  }
+} AS %signLanguage
+# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
+WITH {
+  SELECT ?signLanguageLinguaLibre {
+    INCLUDE %signLanguage.
+    BIND(REPLACE(STR(?signLanguage), '.*/', '') AS ?signLanguageQid)
+    ?signLanguageLinguaLibre
+      prop:P2 entity:Q4;
+      prop:P12 ?signLanguageQid.
+  }
+} AS %signLanguageLinguaLibre
+# For those Lingualibre languages, count audios into ?audios
+WITH {
+  SELECT
+    ?signLanguageLinguaLibre
+    (COUNT(?audio) AS ?audios)
+  {
+    INCLUDE %signLanguageLinguaLibre.
+     ?audio
+      prop:P2 entity:Q2;
+      prop:P4 ?signLanguageLinguaLibre.
+  }
+  GROUP BY ?signLanguageLinguaLibre
+} AS %audios
+# What is that ? Back to main scope ? :
+{
+  INCLUDE %signLanguageLinguaLibre.
+  OPTIONAL{ INCLUDE %audios. }
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+ORDER BY DESC(?audios)
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Lingualibre
+SELECT
+  ?signLanguageLinguaLibre
+  ?signLanguageLinguaLibreLabel
+  ?audios
+# List Wikidata sign languages
+WITH {
+  SELECT DISTINCT ?signLanguage {
+    SERVICE <https://query.wikidata.org/sparql> {
+      { ?signLanguage wdt:P31/wdt:P279* wd:Q34228. }
+    }
+  }
+} AS %signLanguage
+# Compare with LinguaLibre languages, keep when P12 `wikidata` matches
+WITH {
+  SELECT ?signLanguageLinguaLibre {
+    INCLUDE %signLanguage.
+    BIND(REPLACE(STR(?signLanguage), '.*/', '') AS ?signLanguageQid)
+    ?signLanguageLinguaLibre
+      prop:P2 entity:Q4;
+      prop:P12 ?signLanguageQid.
+  }
+} AS %signLanguageLinguaLibre
+# For those Lingualibre languages, count audios into ?audios
+WITH {
+  SELECT
+    ?signLanguageLinguaLibre
+    (COUNT(?audio) AS ?audios)
+  {
+    INCLUDE %signLanguageLinguaLibre.
+    ?audio
+      prop:P2 entity:Q2;
+      prop:P4 ?signLanguageLinguaLibre.
+  }
+  GROUP BY ?signLanguageLinguaLibre
+} AS %audios
+# What is that ? Back to main scope ? :
+{
+  INCLUDE %signLanguageLinguaLibre.
+  OPTIONAL{ INCLUDE %audios. }
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+ORDER BY DESC(?audios)
+</query>
+|}
+=== Language ([[Q34]]) → Item with Wikidata Qid(s), optional Geo-coordinates ===
+To run on LLQS.<ref name="LLQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Lingualibre
+PREFIX wd: <http://www.wikidata.org/entity/>
+PREFIX wdt: <http://www.wikidata.org/prop/direct/>
+PREFIX ll: <https://lingualibre.org/entity/>
+PREFIX llt: <https://lingualibre.org/prop/direct/>
+PREFIX lltn: <https://lingualibre.org/prop/direct-normalized/>
+select distinct ?record ?transcription ?languageLabel ?wdQid (?wdLabel as ?wdLabelEN) ?coord
+where {
+  ?record llt:P2 ll:Q2 . # Filter: P2 'instance of' is Q2 'record'
+  ?record llt:P4 ll:Q34 .          # Filter: record's P4 'language' is Q34 'Marathi'
+  ?record llt:P4 ?language .       # Assign value: record's P4 'language' to variable ?language
+  ?record llt:P7 ?transcription .  # Assign value: record's P7 'transcription' to variable ?transcription
+  ?record lltn:P12 ?wdQid . # Assign value: record's P12 'wikidata id' to variable ?wdQid
+  SERVICE <https://query.wikidata.org/sparql> {
+    OPTIONAL { ?wdQid wdt:P625 ?coord . } # Assign value: wikidata item's wd:P625 'coordinates' to variable ?coord
+    OPTIONAL {
+      ?wdQid rdfs:label ?wdLabel . # Assign value: wikidata item's label to variable ?wikidataLabel
+     FILTER (LANG(?wdLabel) = "en") . # Filter: default language, else English
+    }
+  }
+  SERVICE wikibase:label {
+    bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
+  }
+}
+</syntaxhighlight>
+|-
+|
+<query _pagination="10">
+#defaultEndpoint:Lingualibre
+PREFIX wd: <http://www.wikidata.org/entity/>
+PREFIX wdt: <http://www.wikidata.org/prop/direct/>
+PREFIX ll: <https://lingualibre.org/entity/>
+PREFIX llt: <https://lingualibre.org/prop/direct/>
+PREFIX lltn: <https://lingualibre.org/prop/direct-normalized/>
+select distinct ?record ?transcription ?languageLabel ?wdQid (?wdLabel as ?wdLabelEN) ?coord
+where {
+  ?record llt:P2 ll:Q2 . # Filter: P2 'instance of' is Q2 'record'
+  ?record llt:P4 ll:Q34 .          # Filter: record's P4 'language' is Q34 'Marathi'
+  ?record llt:P4 ?language .       # Assign value: record's P4 'language' to variable ?language
+  ?record llt:P7 ?transcription .  # Assign value: record's P7 'transcription' to variable ?transcription
+  ?record lltn:P12 ?wdQid . # Assign value: record's P12 'wikidata id' to variable ?wdQid
+  SERVICE <https://query.wikidata.org/sparql> {
+    OPTIONAL { ?wdQid wdt:P625 ?coord . } # Assign value: wikidata item's wd:P625 'coordinates' to variable ?coord
      OPTIONAL {
-       ?lexeme wikibase:lexicalCategory ?lexical_category .
+       ?wdQid rdfs:label ?wdLabel . # Assign value: wikidata item's label to variable ?wikidataLabel
+     FILTER (LANG(?wdLabel) = "en") . # Filter: default language, else English
      }
    }
-} AS %results
+  SERVICE wikibase:label {
+    bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" .
+  }
+}
+</query>
+|}
+=== ✅ Languages → Languages with gender and recordings counts ===
+To run on LLQS.<ref name="LLQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Lingualibre
+SELECT ?languageLabel ?wikidata ?iso
+  ?malesSpeakers ?malesRecords ?femalesSpeakers ?femalesRecords
+  (ROUND(1000*?femalesRecords/(?femalesRecords+?malesRecords))/10 AS ?percent)
+WITH {
+  SELECT ?language ?languageLabel ?wikidata ?iso {
+      ?record prop:P2 entity:Q2 .     # Filter: P2 'instance of' is Q2 'record'
+      ?record prop:P4 ?language .     # Assign value: P4 'language' into ?language
+      ?language prop:P12 ?wikidata .   # Assign value: P12 'wikidata id' into ?wikidata
+      OPTIONAL { ?language prop:P13 ?iso . } # Assign value: P13 'iso639-3' into ?iso
+	}
+	GROUP BY ?language ?languageLabel ?wikidata ?iso
+} AS %base
+WITH {
+  SELECT ?language ?languageLabel ?iso ?genderLabel
+    (COUNT(DISTINCT ?females) AS ?femalesSpeakers)
+    (COUNT(DISTINCT ?record) AS ?femalesRecords) {
+  INCLUDE %base
+  ?record prop:P4 ?language ; # Filter
+          prop:P5 ?females . # Assign value: P5 'speaker' into ?females
+  ?females prop:P8 entity:Q17 ;  # Filter
+          prop:P8 ?gender . # Assign value: P8 'gender' into ?gender
+    } GROUP BY ?language ?languageLabel ?iso ?genderLabel
+} AS %females
+WITH {
+  SELECT ?language ?languageLabel ?iso ?genderLabel
+    (COUNT(DISTINCT ?males) AS ?malesSpeakers)
+    (COUNT(DISTINCT ?record) AS ?malesRecords) {
+  INCLUDE %base
+  ?record prop:P4 ?language ;
+          prop:P5 ?males . # Assign value: P5 'speaker' into variable ?speakerQid
+  ?males prop:P8 entity:Q16 ;
+          prop:P8 ?gender .
+    } GROUP BY ?language ?languageLabel ?iso ?genderLabel
+} AS %males
+{
+  INCLUDE %base
+  INCLUDE %females
+  INCLUDE %males
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+GROUP BY ?languageLabel ?wikidata ?iso ?malesSpeakers ?malesRecords ?femalesSpeakers ?femalesRecords
+ORDER BY ASC(?languageLabel )
+</syntaxhighlight>
+||
+<query _pagination="10">
+#defaultEndpoint:Lingualibre
+SELECT ?languageLabel ?wikidata ?iso ?malesSpeakers ?malesRecords ?femalesSpeakers ?femalesRecords
+    (ROUND(1000*?femalesRecords/(?femalesRecords+?malesRecords))/10 AS ?percent)
+WITH {
+  SELECT ?language ?languageLabel ?wikidata ?iso {
+      ?record prop:P2 entity:Q2 .     # Filter: P2 'instance of' is Q2 'record'
+      ?record prop:P4 ?language .     # Assign value: P4 'language' into ?language
+      ?language prop:P12 ?wikidata .   # Assign value: P12 'wikidata id' into ?wikidata
+      OPTIONAL { ?language prop:P13 ?iso . } # Assign value: P13 'iso639-3' into ?iso
+	}
+	GROUP BY ?language ?languageLabel ?wikidata ?iso
+} AS %base
+WITH {
+  SELECT ?language ?languageLabel ?iso ?genderLabel
+    (COUNT(DISTINCT ?females) AS ?femalesSpeakers)
+    (COUNT(DISTINCT ?record) AS ?femalesRecords) {
+  INCLUDE %base
+  ?record prop:P4 ?language ; # Filter
+          prop:P5 ?females . # Assign value: P5 'speaker' into ?females
+  ?females prop:P8 entity:Q17 ;  # Filter
+          prop:P8 ?gender . # Assign value: P8 'gender' into ?gender
+    } GROUP BY ?language ?languageLabel ?iso ?genderLabel
+} AS %females
+WITH {
+  SELECT ?language ?languageLabel ?iso ?genderLabel
+    (COUNT(DISTINCT ?males) AS ?malesSpeakers)
+    (COUNT(DISTINCT ?record) AS ?malesRecords) {
+  INCLUDE %base
+  ?record prop:P4 ?language ;
+          prop:P5 ?males . # Assign value: P5 'speaker' into variable ?speakerQid
+  ?males prop:P8 entity:Q16 ;
+          prop:P8 ?gender .
+    } GROUP BY ?language ?languageLabel ?iso ?genderLabel
+} AS %males
+{
+  INCLUDE %base
+  INCLUDE %females
+  INCLUDE %males
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
+}
+GROUP BY ?languageLabel ?wikidata ?iso ?malesSpeakers ?malesRecords ?femalesSpeakers ?femalesRecords
+ORDER BY ASC(?languageLabel )
+</query>
+|}
+=== [HEAVY] Languages → Languages with gender and recordings counts (2) ===
+:''Section needs review.''
+To run on LLQS.<ref name="LLQS" />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Lingualibre
+SELECT ?iso
+  (?genderLabel as ?Gender)
+  (COUNT(DISTINCT ?speakerQid) as ?Speakers)
+  (COUNT(DISTINCT ?record) as ?Records)
 WHERE {
-   INCLUDE %results
+   ?record prop:P2 entity:Q2 .     # Filter: items where P2 'instance of' is Q2 'record'
-   OPTIONAL {
+  ?record prop:P4 ?language .    # Filter: items where P4 'language' is Q34 'Marathi'
-    ?lexical_category rdfs:label ?lexical_categoryLabel .
+   # OPTIONAL { ?language prop:P12 ?wikidata }  # Assign value: P12 'wikidata id' into variable ?WD
-    FILTER (LANG(?lexical_categoryLabel) = "en")
+  OPTIONAL { ?language prop:P13 ?iso } # Assign value: P13 'iso639-3' into ?isoCode
-  }
+  ?record prop:P5 ?speakerQid . # Assign value: P5 'speaker' into variable ?speakerQid
+  ?speakerQid prop:P8 ?gender . #  Assign value: P8 'sex or gender'
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" }
 }
+GROUP BY ?iso ?genderLabel
+ORDER BY ASC(?iso )
 </syntaxhighlight>
 |
+<query _pagination="10">
+#defaultEndpoint:Lingualibre
+SELECT ?iso
+  ?genderLabel
+  (COUNT(DISTINCT ?speakerQid) as ?Speakers)
+  (COUNT(DISTINCT ?record) as ?Records)
+WHERE {
+  ?record prop:P2 entity:Q2 .     # Filter: items where P2 'instance of' is Q2 'record'
+  ?record prop:P4 ?language .    # Filter: items where P4 'language' is Q34 'Marathi'
+  # OPTIONAL { ?language prop:P12 ?wikidata }  # Assign value: P12 'wikidata id' into variable ?WD
+  OPTIONAL { ?language prop:P13 ?iso } # Assign value: P13 'iso639-3' into ?isoCode
+  ?record prop:P5 ?speakerQid . # Assign value: P5 'speaker' into variable ?speakerQid
+  ?speakerQid prop:P8 ?gender . #  Assign value: P8 'sex or gender'
+  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en" }
+}
+GROUP BY ?iso ?genderLabel
+ORDER BY ASC(?iso)
+</query>
 |}
 == Speakers ==
 === ✅ Speakers → Largest number of languages recorded and known ===
+To run on LLQS.<ref name="LLQS" />
 {| style="width:100%"
 |- style="vertical-align:top;"
 |style="padding: 0 3em;width:60%"|
 <syntaxhighlight lang="sparql">
+#defaultEndpoint:Lingualibre
 #Title: Speakers with recordings largest number of languages and known languages
 SELECT ?speaker ?speakerLabel ?count ?languages
@@ Line 125: / Line 833: @@
 ||
 <query _pagination="5">
+#defaultEndpoint:Lingualibre
 #Title: Speakers with recordings largest number of languages and known languages
 SELECT ?speaker ?speakerLabel ?count ?languages
@@ Line 176: / Line 885: @@
 </query>
 |}
 === ✅ Speakers → Countries with most speakers ===
+To run on LLQS.<ref name="LLQS" /><br>Note: this queries collects ''declared'' speakers, and do not check for actual recordings.
 {| style="width:100%"
 |- style="vertical-align:top;"
 |style="padding: 0 3em;width:60%"|
 <syntaxhighlight lang="sparql">
+#defaultEndpoint:Lingualibre
 SELECT ?country ?continentLabel ?ISO3 ?countryLabel (COUNT(?country) AS ?count)
 WITH {
@@ Line 223: / Line 933: @@
 ||
 <query _pagination="20">
+#defaultEndpoint:Lingualibre
 SELECT ?country ?continentLabel ?ISO3 ?countryLabel (COUNT(?country) AS ?count)
 WITH {
@@ Line 264: / Line 975: @@
 === <!-- ✅--> Speakers → Map of speakers by place ===
+To run on WDQS.<ref name=WDQS />
 {| style="width:100%"
 |- style="vertical-align:top;"
 |style="padding: 0 3em;width:60%"|
 <syntaxhighlight lang="sparql">
+#defaultEndpoint:Wikidata
+#defaultView:Map
 PREFIX ll: <https://lingualibre.org/entity/>
 PREFIX llt: <https://lingualibre.org/prop/direct/>
@@ Line 293: / Line 1,007: @@
    }
 }
 </syntaxhighlight>
 ||
 <query _pagination="20">
+#defaultEndpoint:Wikidata
+#defaultView:Map
+PREFIX ll: <https://lingualibre.org/entity/>
+PREFIX llt: <https://lingualibre.org/prop/direct/>
+SELECT DISTINCT ?lLabel ?coord WITH {
+  SELECT ?lLabel ?loc WHERE {
+    SERVICE <https://lingualibre.org/sparql> {
+      select DISTINCT ?lLabel ?loc {
+        SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
+        ?l llt:P2 ll:Q3 ;
+           llt:P14 ?loc .
+        ?record llt:P5 ?l.
+        FILTER (regex(?loc, '^Q'))
+      }
+    }
+  }
+} AS %i
+WHERE {
+  INCLUDE %i
+  BIND (URI(CONCAT("http://www.wikidata.org/entity/", ?loc)) AS ?locURL)
+  SERVICE <https://query.wikidata.org/sparql> {
+    select * {
+      ?locURL wdt:P625 ?coord .
+    }
+  }
+}
+</query>
+|}
+=== <!-- ✅--> Speakers → Map of speakers with recordings ===
+To run on WDQS.<ref name=WDQS />
+{| style="width:100%"
+|- style="vertical-align:top;"
+|style="padding: 0 3em;width:60%"|
+<syntaxhighlight lang="sparql">
+#defaultEndpoint:Wikidata
+#defaultView:Map
+# Same can apply to languages :
+# Q3→Q4  : items speaker and language
+# P14→P12 : items WD location and WD language
+# P5→P4 : properties speaker and languages
+# P625→P1098 : properties location and population
+PREFIX ll: <https://lingualibre.org/entity/>
+PREFIX llt: <https://lingualibre.org/prop/direct/>
+SELECT DISTINCT ?itemLabel ?wikidata (?info AS ?coordinates) ?records (SAMPLE(?tag) AS ?layer)
+# On Lingualibre, get item's info
+WITH {
+  SELECT *
+  WHERE {
+    SERVICE <https://lingualibre.org/sparql> {    # Commented on LLQS only
+      SELECT DISTINCT ?itemLabel ?wikidata (COUNT(?record) AS ?records)
+      {
+        ?item llt:P2 ll:Q3 ;
+                 rdfs:label ?itemLabel;
+                 llt:P14 ?wikidata .
+        ?record llt:P5 ?item .
+        FILTER (LANG(?itemLabel)='en')
+        FILTER (regex(?wikidata, '^Q'))
+      } GROUP BY ?itemLabel ?wikidata
+    }           # Commented on LLQS only
+  }
+} AS %infoWikidataId
+# On Wikidata, get the target info
+WHERE {
+  INCLUDE %infoWikidataId
+  BIND (URI(CONCAT("http://www.wikidata.org/entity/", ?wikidata)) AS ?infoURL)
+  SERVICE <https://query.wikidata.org/sparql> {
+    SELECT * {
+      ?infoURL wdt:P625 ?info .
+    }
+  }
+   BIND(
+    IF(?records < 10, "<10",
+    IF(?records < 1000, "10-1,000",
+    IF(?records < 5000, "1k-5k",
+    IF(?records < 25000, "5k-25k",
+    IF(?records < 50000, "25k-50k",
+    ">50k")))))
+    AS ?tag) .
+}
+GROUP BY ?itemLabel ?wikidata ?info ?records
+ORDER BY DESC (?records)
+</syntaxhighlight>
+|
+<query _pagination="10">
+#defaultEndpoint:Wikidata
+#defaultView:Map
+# Same can apply to languages :
+# Q3→Q4  : items speaker and language
+# P14→P12 : items WD location and WD language
+# P5→P4 : properties speaker and languages
+# P625→P1098 : properties location and population
+PREFIX ll: <https://lingualibre.org/entity/>
+PREFIX llt: <https://lingualibre.org/prop/direct/>
+SELECT DISTINCT ?itemLabel ?wikidata (?info AS ?coordinates) ?records (SAMPLE(?tag) AS ?layer)
+# On Lingualibre, get item's info
+WITH {
+  SELECT *
+  WHERE {
+    SERVICE <https://lingualibre.org/sparql> {    # Commented on LLQS only
+      SELECT DISTINCT ?itemLabel ?wikidata (COUNT(?record) AS ?records)
+      {
+        ?item llt:P2 ll:Q3 ;
+                 rdfs:label ?itemLabel;
+                 llt:P14 ?wikidata .
+        ?record llt:P5 ?item .
+        FILTER (LANG(?itemLabel)='en')
+        FILTER (regex(?wikidata, '^Q'))
+      } GROUP BY ?itemLabel ?wikidata
+    }           # Commented on LLQS only
+  }
+} AS %infoWikidataId
+# On Wikidata, get the target info
+WHERE {
+  INCLUDE %infoWikidataId
+  BIND (URI(CONCAT("http://www.wikidata.org/entity/", ?wikidata)) AS ?infoURL)
+  SERVICE <https://query.wikidata.org/sparql> {
+    SELECT * {
+      ?infoURL wdt:P625 ?info .
+    }
+  }
+   BIND(
+    IF(?records < 10, "<10",
+    IF(?records < 1000, "10-1,000",
+    IF(?records < 5000, "1k-5k",
+    IF(?records < 25000, "5k-25k",
+    IF(?records < 50000, "25k-50k",
+    ">50k")))))
+    AS ?tag) .
+}
+GROUP BY ?itemLabel ?wikidata ?info ?records
+ORDER BY DESC (?records)
 </query>
 |}
+== References ==
+<references />
 == See also ==
 * [[Help:SPARQL]]
-{{Lingua Libre scripts}}
+* [https://cradle.toolforge.org/#/subject/affiant Craddle.toolforge.org]
+{{Technicals}}
 [[Category:Lingua Libre:Help{{#translation:}}]]