linked-spending (development version)

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.

Info

Download this metadata in RDF: Turtle, N-Triples, RDF/XML, Jelly
Source repository: linked-spending

Stream preview (click to expand)

Element 0Element 10Element 100Element 1000Element 10000

0000000000.ttl

<http://linkedspending.aksw.org/resource/observation-2011saiki_budget-/935a15a2195545d040e64b8b486a3f4a833cbb7c>
        a       <http://purl.org/linked-data/cube#Observation> ;
        <http://www.w3.org/2000/01/rdf-schema#label>
                "2011saiki_budget, observation /935a15a2195545d040e64b8b486a3f4a833cbb7c" ;
        <http://dbpedia.org/ontology/currency>
                <http://dbpedia.org/resource/Japanese_yen> ;
        <http://dublincore.org/documents/2012/06/14/dcmi-terms/source>
                []  ;
        <http://linkedspending.aksw.org/ontology/amount>
                "0.0" ;
        <http://linkedspending.aksw.org/ontology/category>
                <http://openspending.org/2011saiki_budget/category/8> ;
        <http://linkedspending.aksw.org/ontology/subcategory>
                <http://openspending.org/2011saiki_budget/subcategory/8-1> ;
        <http://linkedspending.aksw.org/ontology/uniquekey>
                "627" ;
        <http://purl.org/linked-data/cube#dataSet>
                <http://linkedspending.aksw.org/resource/2011saiki_budget> ;
        <http://purl.org/linked-data/sdmx/2009/attribute#refArea>
                <http://linkedgeodata.org/triplify/node424313451> ;
        <http://purl.org/linked-data/sdmx/2009/dimension#refPeriod>
                "2011-01-01"^^<http://www.w3.org/2001/XMLSchema#date> .

0000000010.ttl

<http://linkedspending.aksw.org/resource/observation-2011saiki_budget-/93b403bcc1b4323e65a08e0a941116ddb35d971e>
        a       <http://purl.org/linked-data/cube#Observation> ;
        <http://www.w3.org/2000/01/rdf-schema#label>
                "2011saiki_budget, observation /93b403bcc1b4323e65a08e0a941116ddb35d971e" ;
        <http://dbpedia.org/ontology/currency>
                <http://dbpedia.org/resource/Japanese_yen> ;
        <http://dublincore.org/documents/2012/06/14/dcmi-terms/source>
                []  ;
        <http://linkedspending.aksw.org/ontology/amount>
                "23800.0" ;
        <http://linkedspending.aksw.org/ontology/category>
                <http://openspending.org/2011saiki_budget/category/2> ;
        <http://linkedspending.aksw.org/ontology/subcategory>
                <http://openspending.org/2011saiki_budget/subcategory/2-2> ;
        <http://linkedspending.aksw.org/ontology/uniquekey>
                "2730" ;
        <http://purl.org/linked-data/cube#dataSet>
                <http://linkedspending.aksw.org/resource/2011saiki_budget> ;
        <http://purl.org/linked-data/sdmx/2009/attribute#refArea>
                <http://linkedgeodata.org/triplify/node424313451> ;
        <http://purl.org/linked-data/sdmx/2009/dimension#refPeriod>
                "2011-01-01"^^<http://www.w3.org/2001/XMLSchema#date> .

0000000100.ttl

<http://linkedspending.aksw.org/resource/observation-2011saiki_budget-/165df673595e4987e590097a4b307bad389a864a>
        a       <http://purl.org/linked-data/cube#Observation> ;
        <http://www.w3.org/2000/01/rdf-schema#label>
                "2011saiki_budget, observation /165df673595e4987e590097a4b307bad389a864a" ;
        <http://dbpedia.org/ontology/currency>
                <http://dbpedia.org/resource/Japanese_yen> ;
        <http://dublincore.org/documents/2012/06/14/dcmi-terms/source>
                []  ;
        <http://linkedspending.aksw.org/ontology/amount>
                "4701946.0" ;
        <http://linkedspending.aksw.org/ontology/category>
                <http://openspending.org/2011saiki_budget/category/2> ;
        <http://linkedspending.aksw.org/ontology/subcategory>
                <http://openspending.org/2011saiki_budget/subcategory/2-2> ;
        <http://linkedspending.aksw.org/ontology/uniquekey>
                "3478" ;
        <http://purl.org/linked-data/cube#dataSet>
                <http://linkedspending.aksw.org/resource/2011saiki_budget> ;
        <http://purl.org/linked-data/sdmx/2009/attribute#refArea>
                <http://linkedgeodata.org/triplify/node424313451> ;
        <http://purl.org/linked-data/sdmx/2009/dimension#refPeriod>
                "2011-01-01"^^<http://www.w3.org/2001/XMLSchema#date> .

0000001000.ttl

<http://linkedspending.aksw.org/resource/observation-2011saiki_budget-/b410f194c507d51d7fa43d983cec8fa3eb76f921>
        a       <http://purl.org/linked-data/cube#Observation> ;
        <http://www.w3.org/2000/01/rdf-schema#label>
                "2011saiki_budget, observation /b410f194c507d51d7fa43d983cec8fa3eb76f921" ;
        <http://dbpedia.org/ontology/currency>
                <http://dbpedia.org/resource/Japanese_yen> ;
        <http://dublincore.org/documents/2012/06/14/dcmi-terms/source>
                []  ;
        <http://linkedspending.aksw.org/ontology/amount>
                "11313.0" ;
        <http://linkedspending.aksw.org/ontology/category>
                <http://openspending.org/2011saiki_budget/category/2> ;
        <http://linkedspending.aksw.org/ontology/subcategory>
                <http://openspending.org/2011saiki_budget/subcategory/2-2> ;
        <http://linkedspending.aksw.org/ontology/uniquekey>
                "3161" ;
        <http://purl.org/linked-data/cube#dataSet>
                <http://linkedspending.aksw.org/resource/2011saiki_budget> ;
        <http://purl.org/linked-data/sdmx/2009/attribute#refArea>
                <http://linkedgeodata.org/triplify/node424313451> ;
        <http://purl.org/linked-data/sdmx/2009/dimension#refPeriod>
                "2011-01-01"^^<http://www.w3.org/2001/XMLSchema#date> .

0000010000.ttl

<http://linkedspending.aksw.org/resource/observation-aide-publique-au-developpement-france-2011-/757555294af72fb53f0434bba6a71b8a9ae9692c>
        a       <http://purl.org/linked-data/cube#Observation> ;
        <http://www.w3.org/2000/01/rdf-schema#label>
                "aide-publique-au-developpement-france-2011, observation /757555294af72fb53f0434bba6a71b8a9ae9692c" ;
        <http://dbpedia.org/ontology/currency>
                <http://dbpedia.org/resource/Euro> ;
        <http://dublincore.org/documents/2012/06/14/dcmi-terms/source>
                []  ;
        <http://linkedspending.aksw.org/ontology/amount>
                "504520.0" ;
        <http://linkedspending.aksw.org/ontology/amount-paid>
                "168810" ;
        <http://linkedspending.aksw.org/ontology/bimulti>
                "bilatérale" ;
        <http://linkedspending.aksw.org/ontology/canal>
                "Public sector" ;
        <http://linkedspending.aksw.org/ontology/code>
                "2011-6627" ;
        <http://linkedspending.aksw.org/ontology/date-debut>
                "26/09/2011" ;
        <http://linkedspending.aksw.org/ontology/date-fin>
                "30/06/2017" ;
        <http://linkedspending.aksw.org/ontology/description>
                "Systèmes de production agricoles durables  à Madagascar" ;
        <http://linkedspending.aksw.org/ontology/from>
                <http://openspending.org/aide-publique-au-developpement-france-2011/from/afd> ;
        <http://linkedspending.aksw.org/ontology/nature-operation>
                "activité déjà notifiée antérieurement (augmentation/diminution d'un engagement antérieur, versement d'un engagement antérieur)" ;
        <http://linkedspending.aksw.org/ontology/secteur>
                "INDUSTRIES MANUFACTURIERES" ;
        <http://linkedspending.aksw.org/ontology/titre>
                "EXTENS.SECT.AGRO-IND.PALM.HUIL          " ;
        <http://linkedspending.aksw.org/ontology/to>
                <http://openspending.org/aide-publique-au-developpement-france-2011/to/cate-d-ivoire> ;
        <http://linkedspending.aksw.org/ontology/type-aide>
                "Fonds communs/financements groupés" ;
        <http://linkedspending.aksw.org/ontology/type-financement>
                "Prêt d'aide sauf réorganisation de la dette" ;
        <http://linkedspending.aksw.org/ontology/type-ressource>
                "APD (aide publique au développement)" ;
        <http://purl.org/linked-data/cube#dataSet>
                <http://linkedspending.aksw.org/resource/aide-publique-au-developpement-france-2011> ;
        <http://purl.org/linked-data/sdmx/2009/attribute#refArea>
                <http://linkedgeodata.org/triplify/node1363947712> ;
        <http://purl.org/linked-data/sdmx/2009/dimension#refPeriod>
                "1986-12-06"^^<http://www.w3.org/2001/XMLSchema#date> .

General information

Title: LinkedSpending (en)
Identifier: linked-spending
Has version: dev
Theme:
- Financial statistics (eurovoc:4263)
- Official statistics (eurovoc:4267)
- Public expenditure (eurovoc:403)
- Public finance (eurovoc:1018)
Creator:
- Konrad Höffner (1)
  - Name: Konrad Höffner
  - Homepage: https://www.imise.uni-leipzig.de/Mitarbeiter/Konrad_Hoeffner
  - Comment: Creator and maintainer of the LinkedSpending dataset. (en)
- AKSW team (2)
  - Name: AKSW team
  - Homepage: http://aksw.org/Team
- Piotr Sowiński (3)
  - Name: Piotr Sowiński
  - Nickname: Ostrzyciel
  - Homepage:
    - (https://orcid.org/0000-0002-2543-9461)
    - Ostrzyciel (https://github.com/Ostrzyciel)
  - Comment: Processing the dataset
License: https://spdx.org/licenses/PDDL-1.0
Source:
- http://linkedspending.aksw.org/
- https://doi.org/10.3233/SW-150172
Date Issued: 2023-05-01
Date Modified: 2023-12-01
Landing page: linked-spending (dev)
Conforms To: Metadata (https://w3id.org/riverbench/schema/metadata)

Technical metadata

Has stream type usage:
- RDF stream type usage (1)
  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
  - Has stream type: RDF subject graph stream (stax:subjectGraphStream)
- RDF stream type usage (2)
  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a flattened stream of triples. (en)
  - Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has stream element count: 2,477,552
Has stream element split:
- Type: Stream elements split by topic (rb:TopicStreamElementSplit)
- Has subject shape:
  - Has subject shape (1)
    - Target subjects of: Type (rdf:type)
    - Comment: Target instances of any class. (en)
  - Has subject shape (2)
    - Target subjects of: Label (rdfs:label)
    - Comment: Some elements have their class missing. (en)
- Comment: Each stream element corresponds to one subject (usually an observation). (en)
Uses vocabulary:
Conforms to W3C RDF 1.1 specification: yes
Conforms to W3C RDF-star draft specification as of December 17, 2021: yes
Uses generalized triples: no
Uses generalized RDF datasets: no
Uses RDF-star: no

Distributions

Full stream distribution

Title: Full stream distribution
Identifier: stream-full
Has file name: stream_full.tar.gz
Has stream type usage:
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- Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
- Has stream type: RDF subject graph stream (stax:subjectGraphStream)
Has distribution type:
- Full distribution (rb:fullDistribution)
- Stream distribution (rb:streamDistribution)
Has stream element count: 2,477,552
Byte size: 346.64 MB
Media type: text/turtle
Packaging format: application/tar
Compression format: application/gzip
Checksum:
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/stream_full.tar.gz
Statistics: statistics-full

Full Jelly distribution

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Has file name: jelly_full.jelly.gz
Has stream type usage:
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  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a flattened stream of triples. (en)
  - Has stream type: Flat RDF triple stream (stax:flatTripleStream)
- RDF stream type usage (2)
  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
  - Has stream type: RDF subject graph stream (stax:subjectGraphStream)
Has distribution type:
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Compression format: application/gzip
Checksum:
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/jelly_full.jelly.gz
Statistics: statistics-full

Full flat distribution

Title: Full flat distribution
Identifier: flat-full
Has file name: flat_full.nt.gz
Has stream type usage:
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- Comment: The dataset can be viewed as a flattened stream of triples. (en)
- Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has distribution type:
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Has stream element count: 2,477,552
Byte size: 578.85 MB
Media type: application/n-triples
Compression format: application/gzip
Checksum:
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/flat_full.nt.gz
Statistics: statistics-full

1M elements stream distribution

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Identifier: stream-1m
Has file name: stream_1M.tar.gz
Has stream type usage:
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- Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
- Has stream type: RDF subject graph stream (stax:subjectGraphStream)
Has distribution type:
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Has stream element count: 1,000,000
Byte size: 140.17 MB
Media type: text/turtle
Packaging format: application/tar
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Checksum:
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/stream_1M.tar.gz
Statistics: statistics-1m

1M elements Jelly distribution

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Identifier: jelly-1m
Has file name: jelly_1M.jelly.gz
Has stream type usage:
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  - Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
  - Has stream type: RDF subject graph stream (stax:subjectGraphStream)
- RDF stream type usage (2)
  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a flattened stream of triples. (en)
  - Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has distribution type:
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Has stream element count: 1,000,000
Byte size: 167.62 MB
Media type: application/x-jelly-rdf
Compression format: application/gzip
Checksum:
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/jelly_1M.jelly.gz
Statistics: statistics-1m

1M elements flat distribution

Title: 1M elements flat distribution
Identifier: flat-1m
Has file name: flat_1M.nt.gz
Has stream type usage:
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- Comment: The dataset can be viewed as a flattened stream of triples. (en)
- Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has distribution type:
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Has stream element count: 1,000,000
Byte size: 234.35 MB
Media type: application/n-triples
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Statistics: statistics-1m

100K elements stream distribution

Title: 100K elements stream distribution
Identifier: stream-100k
Has file name: stream_100K.tar.gz
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- Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
- Has stream type: RDF subject graph stream (stax:subjectGraphStream)
Has distribution type:
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Has stream element count: 100,000
Byte size: 10.11 MB
Media type: text/turtle
Packaging format: application/tar
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/stream_100K.tar.gz
Statistics: statistics-100k

100K elements Jelly distribution

Title: 100K elements Jelly distribution
Identifier: jelly-100k
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Has stream type usage:
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  - Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
  - Has stream type: RDF subject graph stream (stax:subjectGraphStream)
- RDF stream type usage (2)
  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a flattened stream of triples. (en)
  - Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has distribution type:
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Has stream element count: 100,000
Byte size: 13.76 MB
Media type: application/x-jelly-rdf
Compression format: application/gzip
Checksum:
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/jelly_100K.jelly.gz
Statistics: statistics-100k

100K elements flat distribution

Title: 100K elements flat distribution
Identifier: flat-100k
Has file name: flat_100K.nt.gz
Has stream type usage:
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- Comment: The dataset can be viewed as a flattened stream of triples. (en)
- Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has distribution type:
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Has stream element count: 100,000
Byte size: 17.39 MB
Media type: application/n-triples
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Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/flat_100K.nt.gz
Statistics: statistics-100k

10K elements stream distribution

Title: 10K elements stream distribution
Identifier: stream-10k
Has file name: stream_10K.tar.gz
Has stream type usage:
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- Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
- Has stream type: RDF subject graph stream (stax:subjectGraphStream)
Has distribution type:
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- Stream distribution (rb:streamDistribution)
Has stream element count: 10,000
Byte size: 1.26 MB
Media type: text/turtle
Packaging format: application/tar
Compression format: application/gzip
Checksum:
- Checksum (1)
  - Type: Checksum (spdx:Checksum)
  - ChecksumValue: 79e4a4b84dce0c8ddaf7617d4191f763
  - Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
  - Type: Checksum (spdx:Checksum)
  - ChecksumValue: 75a412d51aa704f48e88f07cad8948b9a9bd2c29
  - Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/stream_10K.tar.gz
Statistics: statistics-10k

10K elements Jelly distribution

Title: 10K elements Jelly distribution
Identifier: jelly-10k
Has file name: jelly_10K.jelly.gz
Has stream type usage:
- RDF stream type usage (1)
  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a stream of graphs corresponding to statistical observations or other subjects (e.g., statistical properties). Each graph is uniquely identified by its subject IRI. (en)
  - Has stream type: RDF subject graph stream (stax:subjectGraphStream)
- RDF stream type usage (2)
  - Type: RDF stream type usage (stax:RdfStreamTypeUsage)
  - Comment: The dataset can be viewed as a flattened stream of triples. (en)
  - Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has distribution type:
- Jelly distribution (rb:jellyDistribution)
- Partial distribution (rb:partialDistribution)
Has stream element count: 10,000
Byte size: 1.51 MB
Media type: application/x-jelly-rdf
Compression format: application/gzip
Checksum:
- Checksum (1)
  - Type: Checksum (spdx:Checksum)
  - ChecksumValue: e74b0f97dc78886b8ac904bce89270e5
  - Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
  - Type: Checksum (spdx:Checksum)
  - ChecksumValue: 442dd7c95d698e92c44e300759e8113f0fe0dd41
  - Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/jelly_10K.jelly.gz
Statistics: statistics-10k

10K elements flat distribution

Title: 10K elements flat distribution
Identifier: flat-10k
Has file name: flat_10K.nt.gz
Has stream type usage:
- Type: RDF stream type usage (stax:RdfStreamTypeUsage)
- Comment: The dataset can be viewed as a flattened stream of triples. (en)
- Has stream type: Flat RDF triple stream (stax:flatTripleStream)
Has distribution type:
- Flat distribution (rb:flatDistribution)
- Partial distribution (rb:partialDistribution)
Has stream element count: 10,000
Byte size: 2.00 MB
Media type: application/n-triples
Compression format: application/gzip
Checksum:
- Checksum (1)
  - Type: Checksum (spdx:Checksum)
  - ChecksumValue: b5ad98c538b0f4651c0860e6d22f4a49
  - Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
  - Type: Checksum (spdx:Checksum)
  - ChecksumValue: 3675211664c7a9f27205f4774d996a3ea2976126
  - Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
Download URL: https://w3id.org/riverbench/datasets/linked-spending/dev/files/flat_10K.nt.gz
Statistics: statistics-10k

Statistics

Statistics for full distributions

Title: Statistics for full distributions

	Sum	Unique	Mean	St. dev.	Min.	Max.
IRIs	83,873,394	3,239,719	33.85	12.84	3	84
Blank nodes	2,583,713	N/A	1.04	0.21	0	2
Graphs	2,477,552	N/A	1.00	0.00	1	1
Statements	55,097,866	N/A	22.24	9.61	2	86
Literals	18,740,789	4,846,042	7.56	3.87	0	43
Simple literals	15,143,397	4,838,859	6.11	3.69	0	43
Datatype literals	3,597,392	7,200	1.45	0.55	0	4
Language literals	0	0	0.00	0.00	0	0
Quoted triples	0	N/A	0.00	0.00	0	0
Subjects	2,477,552	N/A	1.00	0.00	1	1
Predicates	51,106,554	N/A	20.63	7.50	2	49
Objects	51,613,790	N/A	20.83	7.97	1	86

Statistics for 1M distributions

Title: Statistics for 1M distributions

	Sum	Unique	Mean	St. dev.	Min.	Max.
IRIs	35,194,519	1,331,576	35.19	13.13	3	60
Blank nodes	1,020,633	N/A	1.02	0.15	0	2
Graphs	1,000,000	N/A	1.00	0.00	1	1
Statements	23,371,403	N/A	23.37	10.26	2	52
Literals	7,242,453	2,000,374	7.24	3.04	0	26
Simple literals	5,666,659	1,994,553	5.67	2.79	0	26
Datatype literals	1,575,794	5,841	1.58	0.62	0	4
Language literals	0	0	0.00	0.00	0	0
Quoted triples	0	N/A	0.00	0.00	0	0
Subjects	1,000,000	N/A	1.00	0.00	1	1
Predicates	19,928,203	N/A	19.93	5.05	2	32
Objects	22,529,402	N/A	22.53	9.84	1	52

Statistics for 100K distributions

Title: Statistics for 100K distributions

	Sum	Unique	Mean	St. dev.	Min.	Max.
IRIs	2,497,664	210,494	24.98	2.52	3	30
Blank nodes	99,849	N/A	1.00	0.04	0	1
Graphs	100,000	N/A	1.00	0.00	1	1
Statements	1,716,898	N/A	17.17	2.44	2	34
Literals	809,395	186,976	8.09	2.49	0	17
Simple literals	709,140	184,438	7.09	2.49	0	17
Datatype literals	100,255	2,538	1.00	0.07	0	2
Language literals	0	0	0.00	0.00	0	0
Quoted triples	0	N/A	0.00	0.00	0	0
Subjects	100,000	N/A	1.00	0.00	1	1
Predicates	1,716,279	N/A	17.16	2.45	2	23
Objects	1,590,629	N/A	15.91	2.41	1	34

Statistics for 10K distributions

Title: Statistics for 10K distributions

	Sum	Unique	Mean	St. dev.	Min.	Max.
IRIs	226,552	10,809	22.66	6.07	3	30
Blank nodes	9,907	N/A	0.99	0.10	0	1
Graphs	10,000	N/A	1.00	0.00	1	1
Statements	158,342	N/A	15.83	5.82	2	23
Literals	86,396	32,505	8.64	5.27	0	16
Simple literals	76,087	31,529	7.61	5.28	0	15
Datatype literals	10,309	976	1.03	0.22	0	2
Language literals	0	0	0.00	0.00	0	0
Quoted triples	0	N/A	0.00	0.00	0	0
Subjects	10,000	N/A	1.00	0.00	1	1
Predicates	157,827	N/A	15.78	5.84	2	23
Objects	155,028	N/A	15.50	5.43	1	23