Data · dataset · 2014
Synthetic Data for graphdb-benchmark
Listed in DataCite
The data we used to evaluate Louvain Method in the study Benchmarking Graph Databases on the Problem of Community Detection.
Description
These data werw synthetically generated using the LFR-Benchmark (3rd link). There are two type of files, networkX.dat and communityX.dat.
The networkX.dat file contains the list of edges (nodes are labelled from 1 to the number of nodes; the edges are ordered and repeated twice, i.e. source-target and target-source). The first four lines of the networkX.dat file list the parameters we used to generate the data. The communityX.dat file contains a list of the nodes and their membership (memberships are labelled by integer numbers >=1).
Read the rest (2 more)
Note
X correspond to the number of nodes each dataset contains.
Links
Where it is published
- Repository landing page figshare.com/articles/dataset/Synthetic_Data_for_graphdb_benchmark/1221760 ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.1221760 ↗
DOI / persistent id · from DataCite
Documentation and papers
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.1221760 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.1221760 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Computer and information sciences
- Inferred from text
- Data management and data science 72%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.1221760 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].anzsrc:group:4605 | enrichment · DataCite | taxonomy-embedding@1.1.0 | title+keywords+description (72%) |
| concepts[field].fos:computer-and-information-sciences | source · DataCite | connector:datacite@1.0.0 | |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
| license | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |