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spanish_highschools — Spanish high schools (2023)

Description

Directed networks of friendships obtained through a social survey of spanish high school students. Nodes are students, and a directed edge from student $i$ to student $j$ means that $i$ rated their relationship with classmate $j$ in the survey, with the rating given by the edge weight.

The dataset comprises 13 high school networks that represent the diverse social relationships that exist between students within each school.

The weight of each edge varies between -2, -1, +1, and +2. The sign indicates the nature of the friendship, while the number corresponds to its intensity.

Node properties include the age level, group, sex, and psychological attributes such as CRT and prosociality.

Tags
Social Offline Weighted Metadata
Added
2023-04-27
Citation
  • Miguel Ruiz-García, Juan Ozaita, María Pereda, and Angel Sánchez, "Triadic influence as a proxy for compatibility in social relationships", PNAS 120 (13) e2215041120 (2023) 10.1073/pnas.2215041120 Sci-Hub
Upstream URL OK
https://doi.org/10.5281/zenodo.7647000
Upstream license
CC BY 4.0, https://creativecommons.org/licenses/by/4.0/
Networks
Tip: click on a column header to sort the list, or hover over it for a description.
Column legend
$\left<k\right>$
Mean degree
$\sigma_k$
Standard deviation of the degrees
$\lambda_h$
Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$
Random walk mixing time
$r$
Degree assortativity
$c$
Global clustering coefficient
$\oslash$
(Pseudo-) diameter
$S$
Relative size of the largest component
NPs
Node properties
EPs
Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
1 409 8,557 20.92 24.67 41.24 10.43 -0.06 0.39 4 1.00 Directed Unipartite name ID Curso Grupo Sexo prosocial crttotal weight 18 KiB 43 KiB 43 KiB 32 KiB
2 238 3,755 15.78 17.17 30.75 10.92 0.08 0.54 4 1.00 Directed Unipartite name Curso Grupo Sexo prosocial crttotal weight 9 KiB 21 KiB 20 KiB 15 KiB
6 534 12,812 23.99 20.28 44.67 48.33 -0.01 0.50 5 1.00 Directed Unipartite name Curso Grupo Sexo prosocial crttotal weight 24 KiB 59 KiB 60 KiB 45 KiB
11_1 291 5,535 19.02 23.57 43.33 92.53 0.09 0.43 4 1.00 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 23 KiB 34 KiB 32 KiB 34 KiB
11_2 702 11,960 17.04 25.27 48.44 195.60 0.02 0.38 6 1.00 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 52 KiB 74 KiB 71 KiB 74 KiB
11_3 195 4,176 21.42 21.47 37.95 2.38 -0.11 0.56 2 0.50 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 16 KiB 24 KiB 23 KiB 25 KiB
11_4 121 1,793 14.82 10.10 21.22 65.98 0.07 0.71 4 1.00 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 8 KiB 12 KiB 11 KiB 11 KiB
11_5 246 4,498 18.28 15.08 29.18 155.17 -0.00 0.64 4 0.76 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 18 KiB 27 KiB 27 KiB 27 KiB
11_6 145 2,403 16.57 18.05 31.39 1.83 -0.01 0.39 4 1.00 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 9 KiB 16 KiB 15 KiB 15 KiB
11_7 105 1,426 13.58 13.23 23.28 3.70 -0.16 0.46 4 1.00 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 7 KiB 10 KiB 9 KiB 9 KiB
11_8 378 3,267 8.64 13.21 22.32 3.65 -0.11 0.42 4 0.35 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 17 KiB 25 KiB 24 KiB 24 KiB
11_9 515 6,379 12.39 18.37 29.97 114.86 -0.09 0.39 5 0.76 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 27 KiB 43 KiB 41 KiB 42 KiB
11_10 458 7,613 16.62 20.12 35.26 113.32 -0.08 0.43 5 1.00 Directed Unipartite name Colegio Curso Grupo Sexo prosocial crttotal id weight 28 KiB 48 KiB 45 KiB 47 KiB
Ridiculograms*
* These are automatically generated force-directed visualizations, and can be quite meaningless for networks both big and small. They should not be taken seriously as sources of scientific insight. See here for a discussion.