Package: rENA 0.2.7

Cody L Marquart

rENA: Epistemic Network Analysis

ENA (Shaffer, D. W. (2017) Quantitative Ethnography. ISBN: 0578191687) is a method used to identify meaningful and quantifiable patterns in discourse or reasoning. ENA moves beyond the traditional frequency-based assessments by examining the structure of the co-occurrence, or connections in coded data. Moreover, compared to other methodological approaches, ENA has the novelty of (1) modeling whole networks of connections and (2) affording both quantitative and qualitative comparisons between different network models. Shaffer, D.W., Collier, W., & Ruis, A.R. (2016).

Authors:Cody L Marquart [aut, cre], Zachari Swiecki [aut], Wesley Collier [aut], Brendan Eagan [aut], Roman Woodward [aut], David Williamson Shaffer [aut]

rENA_0.2.7.tar.gz
rENA_0.2.7.tar.gz(r-4.5-noble)rENA_0.2.7.tar.gz(r-4.4-noble)
rENA_0.2.7.tgz(r-4.4-emscripten)rENA_0.2.7.tgz(r-4.3-emscripten)
rENA.pdf |rENA.html✨
rENA/json (API)
NEWS

# Install 'rENA' in R:

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

Bug tracker:https://gitlab.com/epistemic-analytics/qe-packages

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

Datasets:

RS.data - Coded Rescushell Chat Data

2.28 score 1 stars 38 scripts 441 downloads 54 exports 76 dependencies

Last updated 8 months agofrom:210e0e013e. Checks:OK: 2. Indexed: no.

Target	Result	Date
Doc / Vignettes	OK	Oct 21 2024
R-4.5-linux-x86_64	OK	Oct 21 2024

Exports:add_group add_network add_nodes add_points add_trajectory as_trajectory as.ena.co.occurrence as.ena.matrix as.ena.metadata clear combn_c2 connection.matrix ena ena_correlation ena.accumulate.data ena.conversations ena.correlations ena.group ena.make.set ena.plot ena.plot.group ena.plot.network ena.plot.points ena.plot.trajectory ena.plotter ena.rotate.by.hena.regression ena.rotate.by.mean ena.rotation.h ena.svd ena.writeup ENAdata ENAplot ENARotationSet ENAset find_code_cols find_dimension_cols find_meta_cols fun_cohens.d fun_skip_sphere_norm fun_sphere_norm means_rotate merge_columns_c methods_report methods_report_stream move_nodes_to_unit_circle move_nodes_to_unit_circle_with_equal_space namesToAdjacencyKey prepare_trajectory_data project_in remove_meta_data show vector_to_ut with_means with_trajectory

Dependencies:askpass base64enc bslib cachem cli codetools colorspace concatenate cpp11 crosstalk curl data.table digest doParallel dplyr evaluate fansi farver fastmap fontawesome foreach fs generics ggplot2 glue gtable highr htmltools htmlwidgets httr isoband iterators jquerylib jsonlite knitr labeling later lattice lazyeval lifecycle magrittr MASS Matrix memoise mgcv mime munsell nlme openssl pillar pkgconfig plotly promises purrr R6 rappdirs RColorBrewer Rcpp RcppArmadillo rlang rmarkdown sass scales stringi stringr sys tibble tidyr tidyselect tinytex utf8 vctrs viridisLite withr xfun yaml

Help page	Topics
Extract from ena.matrix easily using metadata	$.ena.matrix
Extract metadata easily	$.ena.metadata
Extract points easily	$.ena.points
Extract line.weignts easily	$.line.weights
Add a group mean to an ena.plot	add_group
Add a network to an ENA plot	add_network
Title	add_nodes
Plot points on an ena.plot	add_points
Plot a trajectory on an ena.plot	add_trajectory
Title	as_trajectory
Re-class vector as ena.co.occurrence	as.ena.co.occurrence
Re-class matrix as ena.matrix	as.ena.matrix
Re-class matrix as ena.metadata	as.ena.metadata
ENA Connections as a matrix	as.matrix.ena.connections
ENA line weights as matrix	as.matrix.ena.line.weights
Matrix without metadata	as.matrix.ena.matrix
ENA nodes as matrix	as.matrix.ena.nodes
ENA points as matrix	as.matrix.ena.points
ENA rotations as matrix	as.matrix.ena.rotation.matrix
ENA row connections as matrix	as.matrix.row.connections
Title	clear
Fast combn choose 2	combn_c2
Connection counts as square matrix	connection.matrix
Wrapper to generate, and optionally plot, an ENA model	ena
Calculate the correlations	ena_correlation
Accumulate data from a data frame into a set of adjacency (co-occurrence) vectors	ena.accumulate.data
Find conversations by unit	ena.conversations
Calculate the correlations	ena.correlations
Compute summary statistic for groupings of units using given method (typically, mean)	ena.group
Generate ENA Set	ena.make.set
Generate a plot of an ENAset	ena.plot
Plot of ENA set groups	ena.plot.group
Plot an ENA network	ena.plot.network
Plot points on an ENAplot	ena.plot.points
Plot of ENA trajectories	ena.plot.trajectory
Wrapper to generate plots of units, groups, and networks	ena.plotter
ENA Rotate by regression	ena.rotate.by.hena.regression
ENA Rotate by mean	ena.rotate.by.mean
hENA rotation for ENA	ena.rotation.h
Wrapper to generate an ENA model	ena.set.creator
ENA SVD	ena.svd
Calculate the correlations	ena.writeup
ENAdata R6class	ENAdata
ENAset R6class	ENAplot
ENARotationSet R6class	ENARotationSet
ENAset R6class	ENAset
Find code columns	find_code_cols
Find dimension columns	find_dimension_cols
Find metadata columns	find_meta_cols
Cohen's d	fun_cohens.d
Non sphere norm	fun_skip_sphere_norm
Sphere norm	fun_sphere_norm
Title	means_rotate
Merge data frame columns	merge_columns_c
methods_report	methods_report
methods_report_stream	methods_report_stream
Title	move_nodes_to_unit_circle
Title	move_nodes_to_unit_circle_with_equal_space
Names to Adjacency Key	namesToAdjacencyKey
Plot an ena.set object	plot.ena.set
Title	prepare_trajectory_data
Title	print.ena.set
Title	project_in
Remove meta columns from data.table	remove_meta_data
rENA creates ENA sets	rENA
Coded Rescushell Chat Data	RS.data
Title	scale.ena.set
Title	show
vector to upper triangle	vector_to_ut
Title	with_means
Title	with_trajectory

Package: rENA 0.2.7

rENA: Epistemic Network Analysis

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