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Table 3 Analytics on Homological cycles. For each category we show the number of cycles in the graph ( \(\pmb{\beta_{1}}\) ), \(\pmb{\beta_{1}}\) divided by n , the total number of authors in each category, and the percentage of triangles in the graph that don’t satisfy triadic closure, that is \(\pmb{\frac{\mbox{\# cycles of length 3}}{\mbox{\# triangles in the graph}}}\) . Note that by number of triangles in the graph we mean the number of closed paths of length three in the co-authorship network

From: The shape of collaborations

 

Cycles/triangles

\(\boldsymbol{\beta _{1}}\)

\(\boldsymbol{\beta_{1} / n}\)

cs

1.26e−04

11,781

0.26

gr-qc

6.49e−05

109,842

8.00

hep-ex

2.67e−04

2,575

0.44

hep-lat

5.05e−04

2,533

0.42

hep-ph

2.87e−05

17,410

0.46

hep-th

6.01e−03

10,989

0.40

math

8.84e−03

23,508

0.31

math-ph

7.33e−03

647

0.08

nlin

6.13e−04

724

0.11

nucl-ex

3.65e−07

3,401

0.72

nucl-th

1.34e−04

3,930

0.34

physics

2.98e−06

11,022

0.28

q-bio

4.48e−05

436

0.06

q-fin

3.79e−03

119

0.06

quant-ph

1.05e−03

10,385

0.40

stat

2.20e−03

803

0.12