Datasets:

ladybugdb
/

pokec-medium

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End of preview. Expand in Data Studio

pokec-medium

Medium subset of the SNAP soc-Pokec social network, used for LadybugDB benchmarking.

Downloaded from Kaggle: graphs-snap-soc-pokec and converted via the scripts in falkordb-benchmark (ladybug branch).

Dataset information

Pokec is the most popular on-line social network in Slovakia. The popularity of network has not changed even after the coming of Facebook. Pokec has been provided for more than 10 years and connects more than 1.6 million people. Datasets contains anonymized data of the whole network. Profile data contains gender, age, hobbies, interest, education etc. Profile data are in Slovak language. Friendships in Pokec are oriented.

Datasets were crawled during MAY 25-27 2012 by Lubos Takac (lubos.takac@gmail.com).

Dataset statistics (full soc-Pokec)

Metric	Value
Nodes	1,632,803
Edges	30,622,564
Nodes in largest WCC	1,632,803 (1.000)
Edges in largest WCC	30,622,564 (1.000)
Nodes in largest SCC	1,304,537 (0.799)
Edges in largest SCC	29,183,655 (0.953)
Average clustering coefficient	0.1094
Number of triangles	32,557,458
Fraction of closed triangles	0.01611
Diameter (longest shortest path)	11
90-percentile effective diameter	5.2

This subset

File	Description
`pokec_medium_users.parquet`	100,000 users (`id`, `completion_percentage`, `gender`, `age`)
`pokec_medium_rels.parquet`	1,768,515 directed edges (`src_id`, `dst_id`)
`pokec.lbdb`	LadybugDB database dump

Source (citation)

L. Takac, M. Zabovsky. Data Analysis in Public Social Networks, International Scientific Conference & International Workshop Present Day Trends of Innovations, May 2012 Lomza, Poland. https://snap.stanford.edu/data/soc-pokec.pdf

Upload

Run ./upload.sh to create/refresh the ladybugdb/pokec-medium dataset on the Hugging Face Hub and upload all *.parquet and *.lbdb files from this directory.

Downloads last month: 6

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