Package: ResIN 2.3.2

ResIN: Conduct Response Item Network (ResIN) Analysis with Social Response Data

Contains various tools to estimate, analyze, and visualize Response Item Networks. 'ResIN' dummy-codes ordered and qualitative response choices from (survey) data, calculates pairwise associations and maps the location of each item response as a node in a force-directed network. Please refer to <https://www.resinmethod.net/> for more details.

Authors:Philip Warncke [cre, aut], Dino Carpentras [aut], Adrian Lüders [aut]

ResIN_2.3.2.tar.gz
ResIN_2.3.2.zip(r-4.7-any)ResIN_2.3.2.zip(r-4.6-any)ResIN_2.3.2.zip(r-4.5-any)
ResIN_2.3.2.tgz(r-4.6-any)ResIN_2.3.2.tgz(r-4.5-any)
ResIN_2.3.2.tar.gz(r-4.7-any)ResIN_2.3.2.tar.gz(r-4.6-any)
ResIN_2.3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ResIN/json (API)

# Install 'ResIN' in R:

install.packages('ResIN', repos = c('https://pwarncke77.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pwarncke77/resin/issues

Pkgdown/docs site:https://pwarncke77.github.io

Datasets:

Bootstrap_example - Output example for a bootstrapping analysis conducted with the ResIN package
BrJSocPsychol_2024 - Source data for Lüders, A., Carpentras, D. and Quayle, M., 2024. Attitude networks as intergroup realities: Using network‐modelling to research attitude‐identity relationships in polarized political contexts. British Journal of Social Psychology, 63(1), pp.37-51.
lik_data - Likert-type, mock-response data for "ResIN" package examples

On CRAN:

4.78 score 2 stars 7 scripts 407 downloads 17 exports 125 dependencies

Last updated from:5dd44269d0. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	219
source / vignettes	OK	297
linux-release	OK	207
macos-release	OK	206
macos-oldrel	OK	260
windows-devel	OK	177
windows-release	OK	162
windows-oldrel	OK	178
wasm-release	OK	136

Exports:as.gephi as.graphsjl as.graphsjl.ResIN as.igraph as.network as.network.ResIN as.networkx as.networkx.ResIN as.qgraph as.tidygraph ResIN ResIN_boots_execute ResIN_boots_extract ResIN_boots_prepare ResIN_to_gephi ResIN_to_igraph ResIN_to_qgraph

Dependencies:abind backports base64enc bit bit64 bslib cachem checkmate cli clipr cluster coda codetools colorspace corpcor cpp11 crayon data.table digest DirectedClustering doSNOW dplyr evaluate farver fastDummies fastmap fdrtool fontawesome fontBitstreamVera fontLiberation fontquiver foreach foreign Formula fs gdtools generics ggforce ggiraph ggplot2 ggraph ggrepel glasso glue GPArotation graphlayouts gridExtra gtable gtools highr Hmisc hms htmlTable htmltools htmlwidgets igraph isoband iterators jpeg jquerylib jsonlite knitr labeling lattice lavaan lifecycle magrittr MASS Matrix memoise mime mnormt network nlme nnet numDeriv parallelly pbapply pbivnorm pillar pkgconfig plyr png polyclip prettyunits progress psych purrr qgraph quadprog R6 rappdirs RColorBrewer Rcpp RcppArmadillo readr reshape2 rlang rmarkdown rpart rstudioapi S7 sass scales shadowtext snow statnet.common stringi stringr systemfonts tibble tidygraph tidyr tidyselect tinytex tweenr tzdb utf8 vctrs viridis viridisLite vroom withr xfun yaml

Getting started with ResIN

Rendered fromResIN-VIGNETTE.Rmdusingknitr::rmarkdown

Last update: 2026-09-30
Started: 2023-05-05

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Coerce a ResIN object to Gephi CSV table(s)	as.gephi.ResIN
Julia Graphs.jl coercion helpers	as.graphsjl
Export a ResIN object to Graphs.jl (Julia) tables	as.graphsjl.ResIN
Coerce a ResIN object to an igraph graph	as.igraph.ResIN
Convert a ResIN object to a statnet/network object	as.network.ResIN
Python NetworkX coercion helpers	as.networkx
Export a ResIN object to NetworkX (Python) tables	as.networkx.ResIN
Coerce a ResIN object to a qgraph object	as.qgraph.ResIN
Coerce a ResIN object to a tidygraph graph	as.tidygraph.ResIN
Output example for a bootstrapping analysis conducted with the ResIN package	Bootstrap_example
Source data for Lüders, A., Carpentras, D. and Quayle, M., 2024. Attitude networks as intergroup realities: Using network‐modelling to research attitude‐identity relationships in polarized political contexts. British Journal of Social Psychology, 63(1), pp.37-51.	BrJSocPsychol_2024
Likert-type, mock-response data for "ResIN" package examples	lik_data
Plot a ResIN object	plot.ResIN
Print a ResIN object	print.ResIN
Flagship function that implements Response Item Network (ResIN) analysis	ResIN
Extract bootstrap draws from ResIN objects	ResIN_boots_draws
Carry out prepared bootstrap analyses on ResIN networks	ResIN_boots_execute
Bootstrapped results	ResIN_boots_executed
Extract and summarize the results of a bootstrap simulation undertaken on a ResIN object	ResIN_boots_extract
Create a bootstrap plan for re-estimating ResIN objects to derive statistical uncertainty estimates	ResIN_boots_prepare
Prepared bootstrap plan	ResIN_boots_prepped
(Deprecated.) Convert ResIN networks to Gephi-readable csv tables. Use 'as.gephi()' method instead.	ResIN_to_gephi
(Deprecated.) Convert a ResIN network into an igraph object. Use 'as.igraph()' method instead.	ResIN_to_igraph
(Deprecated.) Convert a ResIN network into an qgraph object. Use 'as.qgraph()' method instead.	ResIN_to_qgraph
Summarize a ResIN object	summary.ResIN