text: Analyses of Text using Natural Language Processing and Machine Learning
Transforms text variables to word embeddings; where the word embeddings are used to statistically test the mean difference between set of texts, compute semantic similarity scores between texts, predict numerical variables, and visual statistically significant words according to various dimensions etc. For more information see <https://www.r-text.org>.
| Version: | 0.9.90 |
| Depends: | R (≥ 4.00) |
| Imports: | dplyr, tibble, stringi, tidyr, ggplot2, ggrepel, cowplot, rlang, purrr, magrittr, parsnip, recipes, rsample, reticulate, tune, workflows, yardstick, future, furrr, overlapping |
| Suggests: | knitr, rmarkdown, testthat, rio, glmnet, randomForest, covr, xml2, ranger |
| Published: | 2022-05-30 |
| Author: | Oscar Kjell  [aut,
cre],
Salvatore Giorgi
[aut],
Andrew Schwartz
[aut] |
| Maintainer: | Oscar Kjell <oscar.kjell at psy.lu.se> |
| BugReports: | https://github.com/OscarKjell/text/issues/ |
| License: | GPL-3 |
| URL: | https://r-text.org/, https://github.com/OscarKjell/text/ |
| NeedsCompilation: | no |
| SystemRequirements: | Python (>= 3.6.0) |
| Citation: | text citation info |
| Materials: | README NEWS |
| CRAN checks: | text results |
Documentation:
| Reference manual: | text.pdf |
| Vignettes: |
Computer_Capacity Extended Installation Guide Pre-registration Removing_Cache_Files Word_Embeddings Singularity_Container text |
Downloads:
| Package source: | text_0.9.90.tar.gz |
| Windows binaries: | r-devel: text_0.9.90.zip, r-release: text_0.9.90.zip, r-oldrel: text_0.9.90.zip |
| macOS binaries: | r-release (arm64): text_0.9.90.tgz, r-oldrel (arm64): text_0.9.90.tgz, r-release (x86_64): text_0.9.90.tgz, r-oldrel (x86_64): text_0.9.90.tgz |
| Old sources: | text archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=text to link to this page.