Examples of graphs - LeoRenard/bipartite-graph-generation GitHub Wiki

Examples of graphs displaying the probability of connectivity of real data (retrieved via SPARQL queries on the Wikidata endpoint https://query.wikidata.org/) and fictive data (generated by the algorithm). There is d-statistic of each graph below right, calculated with the Kolmogorv-Smirnov test (Apache Commons Maths).

High Gini index

P3912 : newspaper format

graph_P3912 d-statistic = 0.216

P4000 : has fruit type

graph_P4000 d-statistic = 0.106

P3501 : Christian liturgical rite

graph_P3501 d-statistic = 0.18

P196 : minor planet group

graph_P196 d-statistic = 0.224

P110 : illustrator

graph_P110 d-statistic = 0.179

P509 : cause of death

graph_P509 d-statistic = 0.0996

P65 : site of astronomical discovery

graph_P65 d-statistic = 0.0944

P149 : architectural style

graph_P149 d-statistic = 0.0667

P2079 : fabrication method

graph_P2079 d-statistic = 0.154

P103 : native language

graph_P103 d-statistic = 0.175

P6379 : has works in the collection

graph_P6379 d-statistic = 0.131

P2094 : competition class

graph_P2094 d-statistic = 0.073

P140 : religion

graph_P140 d-statistic = 0.114

P102 : member of political party

graph_P102 d-statistic = 0.068

P170 : creator

graph_P170 d-statistic = 0.020

Low Gini index

P161 : cast member

graph_P161 d-statistic = 0.311

P1547 : depends on software

graph_P1547 d-statistic = 0.052

P181 : taxon range map image

graph_P181 d-statistic = 0.4

P3602 : candidacy in election

graph_P3602 d-statistic = 0.074

P451 : candidacy in election

graph_P451 d-statistic = 0.337