Difference between revisions of "Events/MyDataFinland"

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Line 38: Line 38:
 
* Why am I pursuing this so hard?  
 
* Why am I pursuing this so hard?  
 
See {{Q|2401}} by {{Q|2003}}
 
See {{Q|2401}} by {{Q|2003}}
 +
* Le Temps investigation, and their front end
 
* data portals
 
* data portals
 
{{Project:GetYourData/Portal}}
 
{{Project:GetYourData/Portal}}

Latest revision as of 04:23, 27 January 2020

Who am I?

Today

  • not an original idea to MyData, see Tietokide
  • examples of visualizations
  • touches on three shifts:
    • formal --> actionable rights
    • fear --> empowerment
    • closed --> open ecosystems

Collaborative mapping

Scotland

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel WHERE
{
   BIND(pdio:Q201 AS ?table).
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

MyData/Scotland ecosystem mapping health + education (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel WHERE
{
   BIND(pdio:Q227 AS ?table).
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

MyData/Scotland ecosystem mapping health + education +family activity (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel WHERE
{
   BIND(pdio:Q228 AS ?table).
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

MyData/Scotland ecosystem mapping work (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel 
   WITH {
     SELECT ?table 
     WHERE {
       pdio:Q224 pdiot:P63 ?table.
     }
   } AS %workshop
   WHERE
   {
     
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          INCLUDE %workshop.
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          INCLUDE %workshop.
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          INCLUDE %workshop.
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

MyData/Scotland ecosystem mapping all together (embedded)

Japan

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?item1 ?item1Label ?rgb ?item2 ?item2Label
WITH {
  SELECT ?predicateFilterValue ?predicateFilterValueRGB WHERE {
    VALUES (?predicateFilterValue ?predicateFilterValueRGB) {
       (pdio:Q401 "EEEEEE")(pdio:Q646 "222288")
    }  
  }
}
AS %predicateFilterValues
WITH {
  SELECT ?predicate ?subjectValue ?objectValue ?predicateRGB  WHERE {
    VALUES (?predicate ?subjectValue ?objectValue ?predicateRGB) {
     (pdiot:P111 pdio:Q401 pdio:Q646 "EEEEEE")(pdiot:P111 pdio:Q646 pdio:Q401 "222288")
    }
  }
}
AS %predicates
WITH {SELECT ?node ?nodeRGB WHERE {
    ?node pdiot:P55 pdio:Q681.
    ?node pdiot:P3 ?predicateFilterValue.
    INCLUDE %predicateFilterValues.
    BIND(?predicateFilterValueRGB AS ?nodeRGB)
  }
}
AS %nodes
WITH {SELECT ?subject ?object ?edgeRGB WHERE {
    INCLUDE %predicates.
    ?subject pdiot:P3 ?subjectValue.
    ?object pdiot:P3 ?objectValue.
    ?subject ?predicate ?object.
    # This is filtering for each edge twice, potentially a huge waste: |E|*|V| instead of |V|
    ?subject pdiot:P55 pdio:Q681.
    ?object pdiot:P55 pdio:Q681.
    BIND(?predicateRGB as ?edgeRGB)
  }
} AS %edges
WHERE {
{ # The caption's nodes: 
     INCLUDE %predicateFilterValues.
     BIND(?predicateFilterValue AS ?item1).
     BIND(?predicateValueRGB AS ?rgb).
  } 
  UNION
  { # The caption's edges: 
     INCLUDE %predicates.
     BIND(?subjectValue AS ?item1).
     BIND(?objectValue AS ?item2).
     BIND(?predicateRGB AS ?rgb).
  }
  UNION
  {  
     INCLUDE %nodes.
     BIND(?node AS ?item1).
     BIND(?nodeRGB AS ?rgb).
  }
  UNION
  {  
     INCLUDE %edges.
     BIND(?subject AS ?item1).
     BIND(?object AS ?item2).
     BIND(?edgeRGB AS ?rgb).
  }
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 10000

Japanese ecosystem (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT DISTINCT ?operator ?operatorLabel  ?project ?projectLabel  ?industry ?industryLabel
WHERE {
  {
    ?operator pdiot:P3 pdio:Q401.
    OPTIONAL {?operator pdiot:P44 ?industry.}
    OPTIONAL {?project pdiot:P111 ?operator}
    OPTIONAL {?project pdiot:P111 ?operator}
    ?operator pdiot:P55 pdio:Q681.
  }
  UNION
  {
    ?project pdiot:P3 pdio:Q646.
    OPTIONAL {?project pdiot:P111 ?operator}
    OPTIONAL {?project pdiot:P111 ?operator}
    ?project pdiot:P55 pdio:Q681.
  } 
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 10000

Japanese ecosystem with indsutry information (embedded)

Cameroon

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?item1 ?item1Label ?rgb ?item2 ?item2Label
WITH {
  SELECT ?predicateFilterValue ?predicateFilterValueRGB WHERE {
    VALUES (?predicateFilterValue ?predicateFilterValueRGB) {
       (pdio:Q401 "EEEEEE")(pdio:Q646 "222288")
    }  
  }
}
AS %predicateFilterValues
WITH {
  SELECT ?predicate ?subjectValue ?objectValue ?predicateRGB  WHERE {
    VALUES (?predicate ?subjectValue ?objectValue ?predicateRGB) {
     (pdiot:P111 pdio:Q401 pdio:Q646 "EEEEEE")(pdiot:P111 pdio:Q646 pdio:Q401 "222288")
    }
  }
}
AS %predicates
WITH {SELECT ?node ?nodeRGB WHERE {
    ?node pdiot:P55 pdio:Q1918.
    ?node pdiot:P3 ?predicateFilterValue.
    INCLUDE %predicateFilterValues.
    BIND(?predicateFilterValueRGB AS ?nodeRGB)
  }
}
AS %nodes
WITH {SELECT ?subject ?object ?edgeRGB WHERE {
    INCLUDE %predicates.
    ?subject pdiot:P3 ?subjectValue.
    ?object pdiot:P3 ?objectValue.
    ?subject ?predicate ?object.
    # This is filtering for each edge twice, potentially a huge waste: |E|*|V| instead of |V|
    ?subject pdiot:P55 pdio:Q1918.
    ?object pdiot:P55 pdio:Q1918.
    BIND(?predicateRGB as ?edgeRGB)
  }
} AS %edges
WHERE {

  {  
     INCLUDE %nodes.
     BIND(?node AS ?item1).
     BIND(?nodeRGB AS ?rgb).
  }
  UNION
  {  
     INCLUDE %edges.
     BIND(?subject AS ?item1).
     BIND(?object AS ?item2).
     BIND(?edgeRGB AS ?rgb).
  }
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 10000

Cameroon MyData ecosystem (embedded)

Finland

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?item1 ?item1Label ?rgb ?item2 ?item2Label
WITH {
  SELECT ?predicateFilterValue ?predicateFilterValueRGB WHERE {
    VALUES (?predicateFilterValue ?predicateFilterValueRGB) {
       (pdio:Q401 "EEEEEE")(pdio:Q646 "222288")
    }  
  }
}
AS %predicateFilterValues
WITH {
  SELECT ?predicate ?subjectValue ?objectValue ?predicateRGB  WHERE {
    VALUES (?predicate ?subjectValue ?objectValue ?predicateRGB) {
     (pdiot:P111 pdio:Q401 pdio:Q646 "EEEEEE")(pdiot:P111 pdio:Q646 pdio:Q401 "222288")
    }
  }
}
AS %predicates
WITH {SELECT ?node ?nodeRGB WHERE {
    ?node pdiot:P55 pdio:Q564.
    ?node pdiot:P3 ?predicateFilterValue.
    INCLUDE %predicateFilterValues.
    BIND(?predicateFilterValueRGB AS ?nodeRGB)
  }
}
AS %nodes
WITH {SELECT ?subject ?object ?edgeRGB WHERE {
    INCLUDE %predicates.
    ?subject pdiot:P3 ?subjectValue.
    ?object pdiot:P3 ?objectValue.
    ?subject ?predicate ?object.
    # This is filtering for each edge twice, potentially a huge waste: |E|*|V| instead of |V|
    ?subject pdiot:P55 pdio:Q564.
    ?object pdiot:P55 pdio:Q564.
    BIND(?predicateRGB as ?edgeRGB)
  }
} AS %edges
WHERE {

  {  
     INCLUDE %nodes.
     BIND(?node AS ?item1).
     BIND(?nodeRGB AS ?rgb).
  }
  UNION
  {  
     INCLUDE %edges.
     BIND(?subject AS ?item1).
     BIND(?object AS ?item2).
     BIND(?edgeRGB AS ?rgb).
  }
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 10000

MyData/Finland ecosystem mapping (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?str_item ?itemLabel WHERE {
  BIND(REPLACE(STR(?item),"http://wiki.personaldata.io/entity/","") AS ?str_item)
  ?item pdiot:P3 pdio:Q401.
  ?item pdiot:P55 pdio:Q564.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 100

organizations in Finland (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?str_item ?itemLabel ?country ?countryLabel ?class ?classLabel WHERE {
  BIND(REPLACE(STR(?item),"http://wiki.personaldata.io/entity/","") AS ?str_item)
  BIND(pdio:Q564 AS ?country)
  BIND(pdio:Q646 AS ?class)
  ?item pdiot:P3 ?class.
  ?item pdiot:P55 ?country.
  # Label service, produces ?xxxLabel and ?xxxDescription above
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 100

data operators project in Finland (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?operator ?operatorLabel ?rgb ?project ?projectLabel ?projectColor 
WITH {SELECT ?operator ?operatorClass ?operatorColor WHERE {
    BIND(?class AS ?operatorClass)
    BIND("FFA500" AS ?operatorColor)
    BIND(?item AS ?operator)
    BIND(pdio:Q564 AS ?country)
    BIND(pdio:Q401 AS ?class)
    ?item pdiot:P3 ?class.
    ?item pdiot:P55 ?country.
  }
}
AS %operator
WITH {SELECT ?project ?projectClass ?projectColor WHERE {
    BIND(?class AS ?projectClass)
    BIND("500" AS ?projectColor)
    BIND(?item AS ?project)
    BIND(pdio:Q564 AS ?country)
    BIND(pdio:Q646 AS ?class)
    ?item pdiot:P3 ?class.
    ?item pdiot:P55 ?country.
  }
}
AS %project
WHERE {
  BIND(?operatorColor AS ?rgb)
  {
     INCLUDE %operator.
     INCLUDE %project.
     ?project pdiot:P111 ?operator
  }
  UNION
  {
     INCLUDE %operator.
  }
  UNION
  {
     INCLUDE %project.
  }
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 10000

first attempt, kept for historic reasons (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT DISTINCT ?operator ?operatorLabel ?project ?projectLabel
WHERE {
  {
    ?operator pdiot:P3 pdio:Q401.
    OPTIONAL {?project pdiot:P111 ?operator}
    OPTIONAL {?project pdiot:P111 ?operator}
    ?operator pdiot:P55 pdio:Q564.
  }
  UNION
  {
    ?project pdiot:P3 pdio:Q646.
    OPTIONAL {?project pdiot:P111 ?operator}
    OPTIONAL {?project pdiot:P111 ?operator}
    ?project pdiot:P55 pdio:Q564.
  } 
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 10000

spreadsheet with both (embedded)


Visualizations

Facebook

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?node ?nodeLabel ?nodeImage ?childNode ?childNodeLabel ?childNodeImage ?rgb WHERE {
  {
    BIND(pdio:Q308 AS ?node)
    ?node ?p ?i.
    OPTIONAL { ?node pdiot:P47 ?nodeImage. }
    ?childNode ?x ?p.
    ?childNode rdf:type wikibase:Property.
    FILTER(STRSTARTS(STR(?i), "https://wiki.personaldata.io/entity/Q"))
    FILTER(STRSTARTS(STR(?childNode), "https://wiki.personaldata.io/entity/P"))
  }
  UNION
  {
    BIND("EFFBD8" AS ?rgb)
    pdio:Q308 ?p ?childNode.
    OPTIONAL { ?childNode pdiot:P47 ?childNodeImage. }
    ?node ?x ?p.
    ?node rdf:type wikibase:Property.
    FILTER(STRSTARTS(STR(?childNode), "https://wiki.personaldata.io/entity/Q"))
  }
  OPTIONAL {
    ?node pdiot:P47 ?nodeImage.
    ?childNode pdiot:P47 ?childNodeImage.
  }
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}

Mickey Mouse's social network (embedded)


PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel WHERE
{
   BIND(pdio:Q383 AS ?table).
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

simple view of FB (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?origin ?originLabel ?destination ?destinationLabel ?rgb ?edgeLabel WHERE
{
   
   pdio:Q1044 pdiot:P129 ?origin.
   pdio:Q1044 pdiot:P129 ?destination.
   pdio:Q1044 pdiop:P130 ?association_statement.
   ?association_statement pdiopq:P131 ?origin.
   ?association_statement pdiopq:P132 ?destination.
   ?association_statement pdiops:P130 ?edge.
   SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
}

extended view of FB (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel WHERE
{
   BIND(pdio:Q383 AS ?table).
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

simple view of various Facebook tools, and how they exchange information (embedded)


PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?origin ?originLabel ?destination ?destinationLabel ?rgb ?edgeLabel WHERE
{
   
   pdio:Q1044 pdiot:P129 ?origin.
   pdio:Q1044 pdiot:P129 ?destination.
   pdio:Q1044 pdiop:P130 ?association_statement.
   ?association_statement pdiopq:P131 ?origin.
   ?association_statement pdiopq:P132 ?destination.
   ?association_statement pdiops:P130 ?edge.
   SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
}

extended view of various Facebook tools, and how they exchange information (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel WHERE
{
   BIND(pdio:Q366 AS ?table).
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

how disinformation blends into our information ecosystem through Facebook (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?rel ?pred ?obj ?item ?domain ?domainLabel ?range ?rangeLabel WHERE
{
   BIND(pdio:Q384 AS ?table).
   OPTIONAL {
     ?table pdiop:P26 ?domain_prop.
     ?domain_prop pdiops:P26 ?domain.
     ?domain_prop pdiopq:P27 ?domainLabel
   }.
   OPTIONAL {
     ?table pdiop:P26 ?range_prop.
     ?range_prop pdiops:P26 ?range.
     ?range_prop pdiopq:P27 ?rangeLabel
   }.
   {
     SELECT ?domain ?range WHERE {
          ?table pdiop:P25 ?relationshipStatement.
          ?relationshipStatement pdiopq:P24 ?domain.
          ?relationshipStatement pdiopq:P23 ?range.
       }
     
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P58 ?relationshipInStatement.
          ?relationshipInStatement pdiops:P58 ?range.
          ?relationshipInStatement pdiopq:P61 ?domain.
       }
   }
   UNION
   {  
     SELECT ?domain ?range WHERE {
          ?table pdiop:P59 ?relationshipOutStatement.
          ?relationshipOutStatement pdiops:P59 ?domain.
          ?relationshipOutStatement pdiopq:P60 ?range.
       }
   }.
}

summary of the Cambridge Analytica scandal (embedded)


Gig work

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?origin ?originLabel ?destination ?destinationLabel ?rgb ?edgeLabel WHERE
{
   
   pdio:Q1070 pdiot:P129 ?origin.
   pdio:Q1070 pdiot:P129 ?destination.
   pdio:Q1070 pdiop:P130 ?association_statement.
   ?association_statement pdiopq:P131 ?origin.
   ?association_statement pdiopq:P132 ?destination.
   ?association_statement pdiops:P130 ?edge.
   SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
}

Uber systems (embedded)


Adtech

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?item ?itemLabel ?_image WHERE {
  ?item pdiot:P28 pdio:Q370.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
OPTIONAL { ?item pdiot:P47 ?_image. }
}
LIMIT 100

adtech mess... we need an ontology (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?label ?_image WHERE {
  ?item pdiot:P3 pdio:Q1588.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
    ?item rdfs:label ?label
  }
  
OPTIONAL { ?item pdiot:P47 ?_image. }
}
LIMIT 100

partners lists (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT  ?object ?objectLabel ?rgb ?subject ?subjectLabel 
WHERE {
  VALUES (?object ?rgb){
       (pdio:Q110 "FF0000")
       (pdio:Q495 "00FF00")
       (pdio:Q559 "0000FF")
       (pdio:Q153 "333333")
       (pdio:Q491 "888800")  
       (pdio:Q807 "008888")
       (pdio:Q492 "880088")
       (pdio:Q498 "440000")
       (pdio:Q810 "004400")
       (pdio:Q556 "000044")
       (pdio:Q504 "004444")
       (pdio:Q874 "444400")
       (pdio:Q834 "440044")
    }
  VALUES ?predicate {
       pdiot:P3
       pdiot:P28
    } 
  ?subject ?predicate ?object
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 1000

Lumascape-like map of the ecosystem (embedded)


PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?label ?_image WHERE {
  ?item pdiot:P3 pdio:Q110.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
    ?item rdfs:label ?label
  }
OPTIONAL { ?item pdiot:P47 ?_image. }
}
LIMIT 100

adtech companies (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?label ?_image WHERE {
  ?item pdiot:P37 pdio:Q495.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
    ?item rdfs:label ?label
  }
OPTIONAL { ?item pdiot:P47 ?_image. }
}
LIMIT 100

data management platforms (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?label ?_image WHERE {
  ?item pdiot:P37 pdio:Q559.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
    ?item rdfs:label ?label
  }
OPTIONAL { ?item pdiot:P47 ?_image. }
}
LIMIT 100

identity resolution services (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?item1 ?item1Label ?rgb ?item2 ?item2Label
WITH {
  SELECT ?predicateFilterValue ?predicateFilterValueRGB WHERE {
    VALUES (?predicateFilterValue ?predicateFilterValueRGB) {
       (pdio:Q110 "EEEEEE")(pdio:Q495 "222288")(pdio:Q559 "8822222")
    }  
  }
}
AS %predicateFilterValues
WITH {
  SELECT ?predicate ?subjectValue ?objectValue ?predicateRGB  WHERE {
    VALUES (?predicate ?subjectValue ?objectValue ?predicateRGB) {
     (pdiot:P111 pdio:Q495 pdio:Q559 "EEEEEE")(pdiot:P111 pdio:Q495 pdio:Q559 "222288")
    }
  }
}
AS %predicates
WITH {SELECT ?node ?nodeRGB WHERE {
    
    ?node pdiot:P3 ?predicateFilterValue.
    INCLUDE %predicateFilterValues.
    BIND(?predicateFilterValueRGB AS ?nodeRGB)
  }
}
AS %nodes
WITH {SELECT ?subject ?object ?edgeRGB WHERE {
    INCLUDE %predicates.
    ?subject pdiot:P3 ?subjectValue.
    ?object pdiot:P3 ?objectValue.
    ?subject ?predicate ?object.
    # This is filtering for each edge twice, potentially a huge waste: |E|*|V| instead of |V|
    
    
    BIND(?predicateRGB as ?edgeRGB)
  }
} AS %edges
WHERE {
{ # The caption's nodes: 
     INCLUDE %predicateFilterValues.
     BIND(?predicateFilterValue AS ?item1).
     BIND(?predicateValueRGB AS ?rgb).
  } 
  UNION
  { # The caption's edges: 
     INCLUDE %predicates.
     BIND(?subjectValue AS ?item1).
     BIND(?objectValue AS ?item2).
     BIND(?predicateRGB AS ?rgb).
  }
  UNION
  {  
     INCLUDE %nodes.
     BIND(?node AS ?item1).
     BIND(?nodeRGB AS ?rgb).
  }
  UNION
  {  
     INCLUDE %edges.
     BIND(?subject AS ?item1).
     BIND(?object AS ?item2).
     BIND(?edgeRGB AS ?rgb).
  }
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}
LIMIT 10000

actors (embedded)


MyData

Network

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?itemLabel WHERE {
  ?item pdiot:P3 pdio:Q47.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
}

MyData hubs (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?node ?nodeLabel ?value ?valueLabel ?edgeLabel   
(IF(BOUND(?edge), ?propertyrgb, "FFFFFF") AS ?rgb) #white
{
  VALUES (?propertyRel ?propertyrgb)
  {
      (pdiot:P57 "880000")   # red - activity 
      (pdiot:P55 "00AA00")   # light green - country
      (pdiot:P137 "0000AA")  # blue - partner
      (pdiot:P145 "AA00AA")  # pink - seeks
      (pdiot:P11 "00AAAA")  #  interested in
  }
  pdio:Q49 pdiot:P63 ?node.
  OPTIONAL
  {
    ?node ?propertyRel ?value.
    ?edge wikibase:directClaim ?propertyRel.
  }.
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}

MyData hub network (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?itemLabel ?country ?countryLabel WHERE {
  ?item pdiot:P3 pdio:Q646.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
  OPTIONAL { ?item pdiot:P55 ?country. }
}

data operators around the world (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?itemLabel ?country ?countryLabel ?location ?locationLabel WHERE {
  ?item pdiot:P3 pdio:Q401.
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
OPTIONAL { ?item pdiot:P55 ?country. }
OPTIONAL { ?item pdiot:P80 ?location. } }

associations, with country and location (embedded)


Hub initiators meeting work

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
#defaultView:Graph
SELECT ?item ?itemLabel ?object ?objectLabel ?edgeLabel WHERE {
  ?item ?rel ?object.
  ?edge wikibase:directClaim ?rel.
  ?item pdiot:P3 pdio:Q47.
  MINUS {pdio:P3 wikibase:directClaim ?rel}
  ?edge wikibase:propertyType wikibase:WikibaseItem   #If we don't remove this, then those properties pointing to non-item labels mess everything up
  
  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
}
LIMIT 1000

Hub Initiators meeting map (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?itemLabel  ?edgeLabel ?object ?objectLabel WHERE {
  ?item ?rel ?object.
  ?edge wikibase:directClaim ?rel.
  ?item pdiot:P3 pdio:Q47.
  MINUS {pdio:P3 wikibase:directClaim ?rel}
  SERVICE wikibase:label { bd:serviceParam wikibase:language "[AUTO_LANGUAGE],en". }
}
LIMIT 1000

full triple table of Hub initiators meeting (embedded)


On Wikidata

Get Your Data

  • Why am I pursuing this so hard?

See Binary Governance: Lessons from the GDPR’s Approach to Algorithmic Accountability (Q2401) by Margot E. Kaminski (Q2003)

  • Le Temps investigation, and their front end
  • data portals
PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?itemLabel ?service ?serviceLabel ?web WHERE {
  ?item pdiop:P144 ?statement.
  ?statement pdiops:P144 ?service.
  ?service pdiot:P4* pdio:Q188.
  OPTIONAL {?statement pdiopq:P15 ?web}
  SERVICE wikibase:label { bd:serviceParam wikibase:language "en" . }
}

adtech ecosystem actors with some form of data rights portal (embedded)

  • requests filed
PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?itemLabel ?target ?targetLabel ?data_subject ?data_subjectLabel WHERE {
  ?item pdiot:P3 pdio:Q1308.
  OPTIONAL {?item pdiot:P99 ?target.}
  OPTIONAL {?item pdiot:P229 ?data_subject}
  SERVICE wikibase:label {
    bd:serviceParam wikibase:language "en" . 
  }
  }

requests known to this system (embedded)

PREFIX pdio: <https://wiki.personaldata.io/entity/>
PREFIX pdiot: <https://wiki.personaldata.io/prop/direct/>
PREFIX pdiop: <https://wiki.personaldata.io/prop/>
PREFIX pdiops: <https://wiki.personaldata.io/prop/statement/>
PREFIX pdiopq: <https://wiki.personaldata.io/prop/qualifier/>
SELECT ?item ?itemLabel ?dsLabel ?target ?targetLabel ?event ?eventLabel ?date ?comment WHERE {
  ?item pdiot:P3 pdio:Q1308.
  OPTIONAL {?item pdiot:P229 ?ds.}
  OPTIONAL {?item pdiot:P99 ?target.}
  OPTIONAL {
    ?item pdiop:P136 ?eventStatement.
    ?eventStatement pdiops:P136 ?event.
    OPTIONAL {?eventStatement pdiopq:P100 ?date}.
    OPTIONAL {?eventStatement pdiopq:P126 ?comment}.
  }
  SERVICE wikibase:label {bd:serviceParam wikibase:language "en" . }
}
ORDER BY DESC(?date)

requests known to this system, with overview of intermediate events (embedded)


Pushing structures

  • Mathematical underpinnings
  • How I use them