socialdrift: Temporal Auditing of Social Interaction Networks
Tools for constructing, auditing, and visualizing temporal
social interaction networks from event-log data. Supports graph
construction from raw user-to-user interaction logs, longitudinal
tracking of network structure, community dynamics, user role
trajectories, and concentration of engagement over time. Designed
for computational social science, platform analytics, and digital
community health monitoring. Includes four longitudinal audit indices: the
Network Drift Index ('NDI'), Community Fragmentation Index ('CFI'),
Visibility Concentration Index ('VCI'), and Role Mobility Index ('RMI').
'NDI', 'CFI', 'VCI', and 'RMI' are purpose-built composite scores for longitudinal platform auditing.
| Version: |
0.1.0 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
dplyr (≥ 1.1.0), tibble (≥ 3.2.0), tidyr (≥ 1.3.0), purrr (≥ 1.0.0), ggplot2 (≥ 3.4.0), igraph (≥ 1.5.0), stats |
| Suggests: |
testthat (≥ 3.0.0), knitr, rmarkdown, patchwork |
| Published: |
2026-04-21 |
| DOI: |
10.32614/CRAN.package.socialdrift (may not be active yet) |
| Author: |
Subir Hait  [aut,
cre] |
| Maintainer: |
Subir Hait <haitsubi at msu.edu> |
| BugReports: |
https://github.com/causalfragility-lab/socialdrift/issues |
| License: |
GPL-3 |
| URL: |
https://github.com/causalfragility-lab/socialdrift |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
socialdrift results |
Documentation:
Downloads:
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