I am trying to get a city list together with region and country information with a query like this:
# get a list of cities
# for geograpy3 library
# see https://github.com/somnathrakshit/geograpy3/issues/15
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
PREFIX wd: <http://www.wikidata.org/entity/>
PREFIX wdt: <http://www.wikidata.org/prop/direct/>
PREFIX p: <http://www.wikidata.org/prop/>
PREFIX ps: <http://www.wikidata.org/prop/statement/>
PREFIX pq: <http://www.wikidata.org/prop/qualifier/>
# get human settlements
SELECT DISTINCT ?city ?cityLabel (max(?cityPop) as ?cityPopulation) ?coord ?region ?regionLabel ?regionIsoCode ?country ?countryLabel ?countryIsoCode ?countryPopulation ?countryGdpPerCapita WHERE {
# if you uncomment this line this query might run for some 3 hours on a local wikidata copy using Apache Jena
# run for Vienna, Illinois, Vienna Austria, Paris Texas and Paris France as example only
# VALUES ?city { wd:Q577544 wd:Q1741 wd:Q830149 wd:Q90}.
# run for Andorra
VALUES ?country {wd:Q228}.
# instance of human settlement https://www.wikidata.org/wiki/Q486972
?city wdt:P31/wdt:P279* wd:Q486972 .
# label of the City
?city rdfs:label ?cityLabel filter (lang(?cityLabel) = "en").
# country this city belongs to
?city wdt:P17 ?country .
# label for the country
?country rdfs:label ?countryLabel filter (lang(?countryLabel) = "en").
# https://www.wikidata.org/wiki/Property:P297 ISO 3166-1 alpha-2 code
?country wdt:P297 ?countryIsoCode.
# population of country
?country wdt:P1082 ?countryPopulation.
OPTIONAL {
?country wdt:P2132 ?countryGdpPerCapita.
}
OPTIONAL {
# located in administrative territory
# https://www.wikidata.org/wiki/Property:P131
?city wdt:P131* ?region.
# administrative unit of first order
?region wdt:P31/wdt:P279* wd:Q10864048.
?region rdfs:label ?regionLabel filter (lang(?regionLabel) = "en").
# isocode state/province
OPTIONAL { ?region wdt:P300 ?regionIsoCode. }
}
# population of city
OPTIONAL { ?city wdt:P1082 ?cityPop.}
# get the coordinates
OPTIONAL { ?city wdt:P625 ?coord. }
} GROUP BY ?city ?cityLabel ?coord ?region ?regionLabel ?regionIsoCode ?country ?countryLabel ?countryIsoCode ?countryPopulation ?countryGdpPerCapita
ORDER BY ?cityLabel
try it! to experiment with the query i comment out the
# VALUES ?city { wd:Q577544 wd:Q1741 wd:Q830149 wd:Q90}.
# run for Andorra
VALUES ?country {wd:Q228}.
part to see that the results make sense.
Now for The Andorra trial there are cities with multiple coordinates:
https://www.wikidata.org/wiki/Property:P625
Which are event flagged as a problem.
I know there is work-around as explained in How to get only the most recent value from a Wikidata property? and https://w.wiki/EKB
I tried the approach in the snippet
?city p:P1082 ?populationStatement .
?populationStatement ps:P1082 ?cityPopulation.
?populationStatement pq:P585 ?date
FILTER NOT EXISTS { ?city p:P1082/pq:P585 ?date_ . FILTER (?date_ > ?date) }
which makes queries real slow and in this case i am looking into all instance of human settlement which are a few hundred thousand. Even on my local wikidata copy this runs more than 3 hours !
So i wonder whether there is an alternative with MAX, AVG, Subqueries with limit or the like or any other nifty idea that would solve the issue with a decent performance?