assist-iot-weather (development version)
This is a timestamped stream of weather data collected with a Davis Vantage Pro 2 weather station installed on the building of the Systems Research Institute, Polish Academy of Sciences. The data was collected during the ASSIST-IoT Horizon 2020 project. The station measured several different weather parameters and transmitted them in real time at regular intervals. The measurements have rich annotations with the SOSA/SSN and OM 2.0 ontologies. The stream is very regular and the elements only differ by numeric values and timestamps.
The dataset is a real application of RDF streaming (originally streamed over MQTT), with much richer annotations than citypulse-traffic. On the other hand, it is perfectly regular, with no differences in structure between stream elements.
Info
Download this metadata in RDF: Turtle, N-Triples, RDF/XML
Source repository: assist-iot-weather
General information
- Title: ASSIST-IoT weather (triples variant)
- Identifier: assist-iot-weather
- Has version: dev
- Theme:
- Meteorological (rbt:meteorological)
- Sensor data (rbt:sensorData)
- Spatial (rbt:spatial)
- Temporal (rbt:temporal)
- Creator:
- Piotr Sowiński (1)
- Name: Piotr Sowiński
- Nickname: Ostrzyciel
- Homepage:
- ASSIST-IoT Horizon 2020 project (2)
- Name: ASSIST-IoT Horizon 2020 project
- Homepage: https://assist-iot.eu/
- Comment: This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 957258.
- Piotr Sowiński (1)
- License: https://spdx.org/licenses/CC-BY-4.0
- Date Issued: 2023-05-04
- Date Modified: 2023-05-08
- Landing page: assist-iot-weather (dev)
- Conforms To: Metadata (https://w3id.org/riverbench/schema/metadata)
Technical metadata
- Has stream element type: Triples (rb:triples)
- Has stream element count: 701,278
- Has stream element split:
- Type: Stream elements split by time (rb:TimeStreamElementSplit)
- Has temporal property: http://www.w3.org/ns/sosa/resultTime
- Comment: Each stream element corresponds to one set of measurements from the weather station. Data was collected every 10 seconds.
- Uses ontology:
- 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
- Temporal resolution: PT10S
- Language: en
Distributions
Full triple stream distribution
- Title: Full triple stream distribution
- Identifier: stream-full
- Has file name: stream_full.tar.gz
- Has distribution type:
- Full distribution (rb:fullDistribution)
- Triple stream distribution (rb:tripleStreamDistribution)
- Has stream element count: 701,278
- Byte size: 163.33 MB
- Media type: text/turtle
- Packaging format: application/tar
- Compression format: application/gzip
- Checksum:
- Checksum (1)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
- Checksum (1)
- Download URL: https://w3id.org/riverbench/datasets/assist-iot-weather/dev/files/stream_full.tar.gz
Has statistics
IRI count statistics
- Type: IRI count statistics (rb:IriCountStatistics)
- Sum: 45,583,070
- Unique count (estimated): 12,624,089
- Mean: 65.00
- Standard deviation: 0.00
- Minimum: 65
- Maximum: 65
Blank node count statistics
- Type: Blank node count statistics (rb:BlankNodeCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Literal count statistics
- Type: Literal count statistics (rb:LiteralCountStatistics)
- Sum: 8,516,050
- Unique count (estimated): 704,202
- Mean: 12.14
- Standard deviation: 0.69
- Minimum: 10
- Maximum: 13
Simple literal count statistics
- Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
- Sum: 1,402,556
- Unique count (estimated): 2
- Mean: 2.00
- Standard deviation: 0.00
- Minimum: 2
- Maximum: 2
Datatype literal count statistics
- Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
- Sum: 7,113,494
- Unique count (estimated): 704,200
- Mean: 10.14
- Standard deviation: 0.69
- Minimum: 8
- Maximum: 11
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
- Type: Quoted triple count statistics (rb:QuotedTripleCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Subject count statistics
- Type: Subject count statistics (rb:SubjectCountStatistics)
- Sum: 21,038,340
- Mean: 30.00
- Standard deviation: 0.00
- Minimum: 30
- Maximum: 30
Predicate count statistics
- Type: Predicate count statistics (rb:PredicateCountStatistics)
- Sum: 8,415,336
- Mean: 12.00
- Standard deviation: 0.00
- Minimum: 12
- Maximum: 12
Object count statistics
- Type: Object count statistics (rb:ObjectCountStatistics)
- Sum: 39,372,282
- Mean: 56.14
- Standard deviation: 0.69
- Minimum: 54
- Maximum: 57
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: 80,646,970
- Mean: 115.00
- Standard deviation: 0.00
- Minimum: 115
- Maximum: 115
Full flat distribution
- Title: Full flat distribution
- Identifier: flat-full
- Has file name: flat_full.nt.gz
- Has distribution type:
- Flat distribution (rb:flatDistribution)
- Full distribution (rb:fullDistribution)
- Has stream element count: 701,278
- Byte size: 330.68 MB
- Media type: application/n-triples
- Compression format: application/gzip
- Checksum:
- Checksum (1)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
- Checksum (1)
- Download URL: https://w3id.org/riverbench/datasets/assist-iot-weather/dev/files/flat_full.nt.gz
Has statistics
IRI count statistics
- Type: IRI count statistics (rb:IriCountStatistics)
- Sum: 45,583,070
- Unique count (estimated): 12,624,089
- Mean: 65.00
- Standard deviation: 0.00
- Minimum: 65
- Maximum: 65
Blank node count statistics
- Type: Blank node count statistics (rb:BlankNodeCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Literal count statistics
- Type: Literal count statistics (rb:LiteralCountStatistics)
- Sum: 8,516,050
- Unique count (estimated): 704,202
- Mean: 12.14
- Standard deviation: 0.69
- Minimum: 10
- Maximum: 13
Simple literal count statistics
- Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
- Sum: 1,402,556
- Unique count (estimated): 2
- Mean: 2.00
- Standard deviation: 0.00
- Minimum: 2
- Maximum: 2
Datatype literal count statistics
- Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
- Sum: 7,113,494
- Unique count (estimated): 704,200
- Mean: 10.14
- Standard deviation: 0.69
- Minimum: 8
- Maximum: 11
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
- Type: Quoted triple count statistics (rb:QuotedTripleCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Subject count statistics
- Type: Subject count statistics (rb:SubjectCountStatistics)
- Sum: 21,038,340
- Mean: 30.00
- Standard deviation: 0.00
- Minimum: 30
- Maximum: 30
Predicate count statistics
- Type: Predicate count statistics (rb:PredicateCountStatistics)
- Sum: 8,415,336
- Mean: 12.00
- Standard deviation: 0.00
- Minimum: 12
- Maximum: 12
Object count statistics
- Type: Object count statistics (rb:ObjectCountStatistics)
- Sum: 39,372,282
- Mean: 56.14
- Standard deviation: 0.69
- Minimum: 54
- Maximum: 57
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: 80,646,970
- Mean: 115.00
- Standard deviation: 0.00
- Minimum: 115
- Maximum: 115
100K elements triple stream distribution
- Title: 100K elements triple stream distribution
- Identifier:
stream-100k
- Has file name:
stream_100K.tar.gz
- Has distribution type:
- Partial distribution (rb:partialDistribution)
- Triple stream distribution (rb:tripleStreamDistribution)
- Has stream element count: 100,000
- Byte size: 23.29 MB
- Media type: text/turtle
- Packaging format: application/tar
- Compression format: application/gzip
- Checksum:
- Checksum (1)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
- Checksum (1)
- Download URL: https://w3id.org/riverbench/datasets/assist-iot-weather/dev/files/stream_100K.tar.gz
Has statistics
IRI count statistics
- Type: IRI count statistics (rb:IriCountStatistics)
- Sum: 6,500,000
- Unique count (estimated): 1,800,107
- Mean: 65.00
- Standard deviation: 0.00
- Minimum: 65
- Maximum: 65
Blank node count statistics
- Type: Blank node count statistics (rb:BlankNodeCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Literal count statistics
- Type: Literal count statistics (rb:LiteralCountStatistics)
- Sum: 1,205,786
- Unique count (estimated): 102,024
- Mean: 12.06
- Standard deviation: 0.61
- Minimum: 10
- Maximum: 13
Simple literal count statistics
- Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
- Sum: 200,000
- Unique count (estimated): 2
- Mean: 2.00
- Standard deviation: 0.00
- Minimum: 2
- Maximum: 2
Datatype literal count statistics
- Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
- Sum: 1,005,786
- Unique count (estimated): 102,022
- Mean: 10.06
- Standard deviation: 0.61
- Minimum: 8
- Maximum: 11
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
- Type: Quoted triple count statistics (rb:QuotedTripleCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Subject count statistics
- Type: Subject count statistics (rb:SubjectCountStatistics)
- Sum: 3,000,000
- Mean: 30.00
- Standard deviation: 0.00
- Minimum: 30
- Maximum: 30
Predicate count statistics
- Type: Predicate count statistics (rb:PredicateCountStatistics)
- Sum: 1,200,000
- Mean: 12.00
- Standard deviation: 0.00
- Minimum: 12
- Maximum: 12
Object count statistics
- Type: Object count statistics (rb:ObjectCountStatistics)
- Sum: 5,605,786
- Mean: 56.06
- Standard deviation: 0.61
- Minimum: 54
- Maximum: 57
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: 11,500,000
- Mean: 115.00
- Standard deviation: 0.00
- Minimum: 115
- Maximum: 115
100K elements flat distribution
- Title: 100K elements flat distribution
- Identifier: flat-100k
- Has file name:
flat_100K.nt.gz
- Has distribution type:
- Flat distribution (rb:flatDistribution)
- Partial distribution (rb:partialDistribution)
- Has stream element count: 100,000
- Byte size: 47.14 MB
- Media type: application/n-triples
- Compression format: application/gzip
- Checksum:
- Checksum (1)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
- Checksum (1)
- Download URL: https://w3id.org/riverbench/datasets/assist-iot-weather/dev/files/flat_100K.nt.gz
Has statistics
IRI count statistics
- Type: IRI count statistics (rb:IriCountStatistics)
- Sum: 6,500,000
- Unique count (estimated): 1,800,107
- Mean: 65.00
- Standard deviation: 0.00
- Minimum: 65
- Maximum: 65
Blank node count statistics
- Type: Blank node count statistics (rb:BlankNodeCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Literal count statistics
- Type: Literal count statistics (rb:LiteralCountStatistics)
- Sum: 1,205,786
- Unique count (estimated): 102,024
- Mean: 12.06
- Standard deviation: 0.61
- Minimum: 10
- Maximum: 13
Simple literal count statistics
- Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
- Sum: 200,000
- Unique count (estimated): 2
- Mean: 2.00
- Standard deviation: 0.00
- Minimum: 2
- Maximum: 2
Datatype literal count statistics
- Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
- Sum: 1,005,786
- Unique count (estimated): 102,022
- Mean: 10.06
- Standard deviation: 0.61
- Minimum: 8
- Maximum: 11
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
- Type: Quoted triple count statistics (rb:QuotedTripleCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Subject count statistics
- Type: Subject count statistics (rb:SubjectCountStatistics)
- Sum: 3,000,000
- Mean: 30.00
- Standard deviation: 0.00
- Minimum: 30
- Maximum: 30
Predicate count statistics
- Type: Predicate count statistics (rb:PredicateCountStatistics)
- Sum: 1,200,000
- Mean: 12.00
- Standard deviation: 0.00
- Minimum: 12
- Maximum: 12
Object count statistics
- Type: Object count statistics (rb:ObjectCountStatistics)
- Sum: 5,605,786
- Mean: 56.06
- Standard deviation: 0.61
- Minimum: 54
- Maximum: 57
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: 11,500,000
- Mean: 115.00
- Standard deviation: 0.00
- Minimum: 115
- Maximum: 115
10K elements triple stream distribution
- Title: 10K elements triple stream distribution
- Identifier: stream-10k
- Has file name:
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- Has distribution type:
- Partial distribution (rb:partialDistribution)
- Triple stream distribution (rb:tripleStreamDistribution)
- Has stream element count: 10,000
- Byte size: 2.34 MB
- Media type: text/turtle
- Packaging format: application/tar
- Compression format: application/gzip
- Checksum:
- Checksum (1)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
- Checksum (1)
- Download URL: https://w3id.org/riverbench/datasets/assist-iot-weather/dev/files/stream_10K.tar.gz
Has statistics
IRI count statistics
- Type: IRI count statistics (rb:IriCountStatistics)
- Sum: 650,000
- Unique count (estimated): 180,046
- Mean: 65.00
- Standard deviation: 0.00
- Minimum: 65
- Maximum: 65
Blank node count statistics
- Type: Blank node count statistics (rb:BlankNodeCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Literal count statistics
- Type: Literal count statistics (rb:LiteralCountStatistics)
- Sum: 120,737
- Unique count (estimated): 10,801
- Mean: 12.07
- Standard deviation: 0.60
- Minimum: 10
- Maximum: 13
Simple literal count statistics
- Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
- Sum: 20,000
- Unique count (estimated): 2
- Mean: 2.00
- Standard deviation: 0.00
- Minimum: 2
- Maximum: 2
Datatype literal count statistics
- Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
- Sum: 100,737
- Unique count (estimated): 10,799
- Mean: 10.07
- Standard deviation: 0.60
- Minimum: 8
- Maximum: 11
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
- Type: Quoted triple count statistics (rb:QuotedTripleCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Subject count statistics
- Type: Subject count statistics (rb:SubjectCountStatistics)
- Sum: 300,000
- Mean: 30.00
- Standard deviation: 0.00
- Minimum: 30
- Maximum: 30
Predicate count statistics
- Type: Predicate count statistics (rb:PredicateCountStatistics)
- Sum: 120,000
- Mean: 12.00
- Standard deviation: 0.00
- Minimum: 12
- Maximum: 12
Object count statistics
- Type: Object count statistics (rb:ObjectCountStatistics)
- Sum: 560,737
- Mean: 56.07
- Standard deviation: 0.60
- Minimum: 54
- Maximum: 57
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: 1,150,000
- Mean: 115.00
- Standard deviation: 0.00
- Minimum: 115
- Maximum: 115
10K elements flat distribution
- Title: 10K elements flat distribution
- Identifier: flat-10k
- Has file name:
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- Has distribution type:
- Flat distribution (rb:flatDistribution)
- Partial distribution (rb:partialDistribution)
- Has stream element count: 10,000
- Byte size: 4.72 MB
- Media type: application/n-triples
- Compression format: application/gzip
- Checksum:
- Checksum (1)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_md5 (spdx:checksumAlgorithm_md5)
- Checksum (2)
- Type: Checksum (spdx:Checksum)
- ChecksumValue:
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- Algorithm: ChecksumAlgorithm_sha1 (spdx:checksumAlgorithm_sha1)
- Checksum (1)
- Download URL: https://w3id.org/riverbench/datasets/assist-iot-weather/dev/files/flat_10K.nt.gz
Has statistics
IRI count statistics
- Type: IRI count statistics (rb:IriCountStatistics)
- Sum: 650,000
- Unique count (estimated): 180,046
- Mean: 65.00
- Standard deviation: 0.00
- Minimum: 65
- Maximum: 65
Blank node count statistics
- Type: Blank node count statistics (rb:BlankNodeCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Literal count statistics
- Type: Literal count statistics (rb:LiteralCountStatistics)
- Sum: 120,737
- Unique count (estimated): 10,801
- Mean: 12.07
- Standard deviation: 0.60
- Minimum: 10
- Maximum: 13
Simple literal count statistics
- Type: Simple literal count statistics (rb:SimpleLiteralCountStatistics)
- Sum: 20,000
- Unique count (estimated): 2
- Mean: 2.00
- Standard deviation: 0.00
- Minimum: 2
- Maximum: 2
Datatype literal count statistics
- Type: Datatype literal count statistics (rb:DatatypeLiteralCountStatistics)
- Sum: 100,737
- Unique count (estimated): 10,799
- Mean: 10.07
- Standard deviation: 0.60
- Minimum: 8
- Maximum: 11
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
- Type: Quoted triple count statistics (rb:QuotedTripleCountStatistics)
- Sum: 0
- Mean: 0.00
- Standard deviation: 0.00
- Minimum: 0
- Maximum: 0
Subject count statistics
- Type: Subject count statistics (rb:SubjectCountStatistics)
- Sum: 300,000
- Mean: 30.00
- Standard deviation: 0.00
- Minimum: 30
- Maximum: 30
Predicate count statistics
- Type: Predicate count statistics (rb:PredicateCountStatistics)
- Sum: 120,000
- Mean: 12.00
- Standard deviation: 0.00
- Minimum: 12
- Maximum: 12
Object count statistics
- Type: Object count statistics (rb:ObjectCountStatistics)
- Sum: 560,737
- Mean: 56.07
- Standard deviation: 0.60
- Minimum: 54
- Maximum: 57
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: 1,150,000
- Mean: 115.00
- Standard deviation: 0.00
- Minimum: 115
- Maximum: 115