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linked-spending (1.0.0)

This is a subset of the LinkedSpending dataset (LS package 2013-9), which contains government spending information from around the world. The dataset uses the RDF Data Cube vocabulary. Only the spending observations were kept in this subset, extra contextual information was discarded. See the website and the paper for more details.

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Source repository: linked-spending

General information

Technical metadata

Distributions

Full triple stream distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 83,873,394
  • Unique count (estimated): 3,239,719
  • Mean: 33.85
  • Standard deviation: 12.84
  • Minimum: 3
  • Maximum: 84
Blank node count statistics
  • Type: Blank node count statistics (rb:BlankNodeCountStatistics)
  • Sum: 2,583,713
  • Mean: 1.04
  • Standard deviation: 0.21
  • Minimum: 0
  • Maximum: 2
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 18,740,789
  • Unique count (estimated): 4,846,042
  • Mean: 7.56
  • Standard deviation: 3.87
  • Minimum: 0
  • Maximum: 43
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 15,143,397
  • Unique count (estimated): 4,838,859
  • Mean: 6.11
  • Standard deviation: 3.69
  • Minimum: 0
  • Maximum: 43
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 3,597,392
  • Unique count (estimated): 7,200
  • Mean: 1.45
  • Standard deviation: 0.55
  • Minimum: 0
  • Maximum: 4
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 2,477,552
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 51,106,554
  • Mean: 20.63
  • Standard deviation: 7.50
  • Minimum: 2
  • Maximum: 49
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 51,613,790
  • Mean: 20.83
  • Standard deviation: 7.97
  • Minimum: 1
  • Maximum: 86
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 55,097,866
  • Mean: 22.24
  • Standard deviation: 9.61
  • Minimum: 2
  • Maximum: 86

Full flat distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 83,873,394
  • Unique count (estimated): 3,239,719
  • Mean: 33.85
  • Standard deviation: 12.84
  • Minimum: 3
  • Maximum: 84
Blank node count statistics
  • Type: Blank node count statistics (rb:BlankNodeCountStatistics)
  • Sum: 2,583,713
  • Mean: 1.04
  • Standard deviation: 0.21
  • Minimum: 0
  • Maximum: 2
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 18,740,789
  • Unique count (estimated): 4,846,042
  • Mean: 7.56
  • Standard deviation: 3.87
  • Minimum: 0
  • Maximum: 43
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 15,143,397
  • Unique count (estimated): 4,838,859
  • Mean: 6.11
  • Standard deviation: 3.69
  • Minimum: 0
  • Maximum: 43
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 3,597,392
  • Unique count (estimated): 7,200
  • Mean: 1.45
  • Standard deviation: 0.55
  • Minimum: 0
  • Maximum: 4
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 2,477,552
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 51,106,554
  • Mean: 20.63
  • Standard deviation: 7.50
  • Minimum: 2
  • Maximum: 49
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 51,613,790
  • Mean: 20.83
  • Standard deviation: 7.97
  • Minimum: 1
  • Maximum: 86
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 55,097,866
  • Mean: 22.24
  • Standard deviation: 9.61
  • Minimum: 2
  • Maximum: 86

1M elements triple stream distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 35,194,519
  • Unique count (estimated): 1,331,576
  • Mean: 35.19
  • Standard deviation: 13.13
  • Minimum: 3
  • Maximum: 60
Blank node count statistics
  • Type: Blank node count statistics (rb:BlankNodeCountStatistics)
  • Sum: 1,020,633
  • Mean: 1.02
  • Standard deviation: 0.15
  • Minimum: 0
  • Maximum: 2
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 7,242,453
  • Unique count (estimated): 2,000,374
  • Mean: 7.24
  • Standard deviation: 3.04
  • Minimum: 0
  • Maximum: 26
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 5,666,659
  • Unique count (estimated): 1,994,553
  • Mean: 5.67
  • Standard deviation: 2.79
  • Minimum: 0
  • Maximum: 26
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 1,575,794
  • Unique count (estimated): 5,841
  • Mean: 1.58
  • Standard deviation: 0.62
  • Minimum: 0
  • Maximum: 4
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 1,000,000
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 19,928,203
  • Mean: 19.93
  • Standard deviation: 5.05
  • Minimum: 2
  • Maximum: 32
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 22,529,402
  • Mean: 22.53
  • Standard deviation: 9.84
  • Minimum: 1
  • Maximum: 52
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 23,371,403
  • Mean: 23.37
  • Standard deviation: 10.26
  • Minimum: 2
  • Maximum: 52

1M elements flat distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 35,194,519
  • Unique count (estimated): 1,331,576
  • Mean: 35.19
  • Standard deviation: 13.13
  • Minimum: 3
  • Maximum: 60
Blank node count statistics
  • Type: Blank node count statistics (rb:BlankNodeCountStatistics)
  • Sum: 1,020,633
  • Mean: 1.02
  • Standard deviation: 0.15
  • Minimum: 0
  • Maximum: 2
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 7,242,453
  • Unique count (estimated): 2,000,374
  • Mean: 7.24
  • Standard deviation: 3.04
  • Minimum: 0
  • Maximum: 26
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 5,666,659
  • Unique count (estimated): 1,994,553
  • Mean: 5.67
  • Standard deviation: 2.79
  • Minimum: 0
  • Maximum: 26
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 1,575,794
  • Unique count (estimated): 5,841
  • Mean: 1.58
  • Standard deviation: 0.62
  • Minimum: 0
  • Maximum: 4
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 1,000,000
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 19,928,203
  • Mean: 19.93
  • Standard deviation: 5.05
  • Minimum: 2
  • Maximum: 32
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 22,529,402
  • Mean: 22.53
  • Standard deviation: 9.84
  • Minimum: 1
  • Maximum: 52
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 23,371,403
  • Mean: 23.37
  • Standard deviation: 10.26
  • Minimum: 2
  • Maximum: 52

100K elements triple stream distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 2,497,664
  • Unique count (estimated): 210,494
  • Mean: 24.98
  • Standard deviation: 2.52
  • Minimum: 3
  • Maximum: 30
Blank node count statistics
  • Type: Blank node count statistics (rb:BlankNodeCountStatistics)
  • Sum: 99,849
  • Mean: 1.00
  • Standard deviation: 0.04
  • Minimum: 0
  • Maximum: 1
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 809,395
  • Unique count (estimated): 186,976
  • Mean: 8.09
  • Standard deviation: 2.49
  • Minimum: 0
  • Maximum: 17
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 709,140
  • Unique count (estimated): 184,438
  • Mean: 7.09
  • Standard deviation: 2.49
  • Minimum: 0
  • Maximum: 17
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 100,255
  • Unique count (estimated): 2,538
  • Mean: 1.00
  • Standard deviation: 0.07
  • Minimum: 0
  • Maximum: 2
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 100,000
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 1,716,279
  • Mean: 17.16
  • Standard deviation: 2.45
  • Minimum: 2
  • Maximum: 23
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 1,590,629
  • Mean: 15.91
  • Standard deviation: 2.41
  • Minimum: 1
  • Maximum: 34
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 1,716,898
  • Mean: 17.17
  • Standard deviation: 2.44
  • Minimum: 2
  • Maximum: 34

100K elements flat distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 2,497,664
  • Unique count (estimated): 210,494
  • Mean: 24.98
  • Standard deviation: 2.52
  • Minimum: 3
  • Maximum: 30
Blank node count statistics
  • Type: Blank node count statistics (rb:BlankNodeCountStatistics)
  • Sum: 99,849
  • Mean: 1.00
  • Standard deviation: 0.04
  • Minimum: 0
  • Maximum: 1
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 809,395
  • Unique count (estimated): 186,976
  • Mean: 8.09
  • Standard deviation: 2.49
  • Minimum: 0
  • Maximum: 17
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 709,140
  • Unique count (estimated): 184,438
  • Mean: 7.09
  • Standard deviation: 2.49
  • Minimum: 0
  • Maximum: 17
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 100,255
  • Unique count (estimated): 2,538
  • Mean: 1.00
  • Standard deviation: 0.07
  • Minimum: 0
  • Maximum: 2
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 100,000
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 1,716,279
  • Mean: 17.16
  • Standard deviation: 2.45
  • Minimum: 2
  • Maximum: 23
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 1,590,629
  • Mean: 15.91
  • Standard deviation: 2.41
  • Minimum: 1
  • Maximum: 34
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 1,716,898
  • Mean: 17.17
  • Standard deviation: 2.44
  • Minimum: 2
  • Maximum: 34

10K elements triple stream distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 226,552
  • Unique count (estimated): 10,809
  • Mean: 22.66
  • Standard deviation: 6.07
  • Minimum: 3
  • Maximum: 30
Blank node count statistics
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 86,396
  • Unique count (estimated): 32,505
  • Mean: 8.64
  • Standard deviation: 5.27
  • Minimum: 0
  • Maximum: 16
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 76,087
  • Unique count (estimated): 31,529
  • Mean: 7.61
  • Standard deviation: 5.28
  • Minimum: 0
  • Maximum: 15
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 10,309
  • Unique count (estimated): 976
  • Mean: 1.03
  • Standard deviation: 0.22
  • Minimum: 0
  • Maximum: 2
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 10,000
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 157,827
  • Mean: 15.78
  • Standard deviation: 5.84
  • Minimum: 2
  • Maximum: 23
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 155,028
  • Mean: 15.50
  • Standard deviation: 5.43
  • Minimum: 1
  • Maximum: 23
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 158,342
  • Mean: 15.83
  • Standard deviation: 5.82
  • Minimum: 2
  • Maximum: 23

10K elements flat distribution

Has statistics

IRI count statistics
  • Type: IRI count statistics (rb:IriCountStatistics)
  • Sum: 226,552
  • Unique count (estimated): 10,809
  • Mean: 22.66
  • Standard deviation: 6.07
  • Minimum: 3
  • Maximum: 30
Blank node count statistics
Literal count statistics
  • Type: Literal count statistics (rb:LiteralCountStatistics)
  • Sum: 86,396
  • Unique count (estimated): 32,505
  • Mean: 8.64
  • Standard deviation: 5.27
  • Minimum: 0
  • Maximum: 16
Simple literal count statistics
  • Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
  • Sum: 76,087
  • Unique count (estimated): 31,529
  • Mean: 7.61
  • Standard deviation: 5.28
  • Minimum: 0
  • Maximum: 15
Datatype literal count statistics
  • Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
  • Sum: 10,309
  • Unique count (estimated): 976
  • Mean: 1.03
  • Standard deviation: 0.22
  • Minimum: 0
  • Maximum: 2
Language string count statistics
  • Type: Language string count statistics (rb:LanguageLiteralCountStatistics)
  • Sum: 0
  • Unique count (estimated): 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Quoted triple count statistics
Subject count statistics
  • Type: Subject count statistics (rb:SubjectCountStatistics)
  • Sum: 10,000
  • Mean: 1.00
  • Standard deviation: 0.00
  • Minimum: 1
  • Maximum: 1
Predicate count statistics
  • Type: Predicate count statistics (rb:PredicateCountStatistics)
  • Sum: 157,827
  • Mean: 15.78
  • Standard deviation: 5.84
  • Minimum: 2
  • Maximum: 23
Object count statistics
  • Type: Object count statistics (rb:ObjectCountStatistics)
  • Sum: 155,028
  • Mean: 15.50
  • Standard deviation: 5.43
  • Minimum: 1
  • Maximum: 23
Graph count statistics
  • Type: Graph count statistics (rb:GraphCountStatistics)
  • Sum: 0
  • Mean: 0.00
  • Standard deviation: 0.00
  • Minimum: 0
  • Maximum: 0
Statement count statistics
  • Type: Statement count statistics (rb:StatementCountStatistics)
  • Sum: 158,342
  • Mean: 15.83
  • Standard deviation: 5.82
  • Minimum: 2
  • Maximum: 23