Package: widyr 0.1.5.9000
widyr: Widen, Process, then Re-Tidy Data
Encapsulates the pattern of untidying data into a wide matrix, performing some processing, then turning it back into a tidy form. This is useful for several operations such as co-occurrence counts, correlations, or clustering that are mathematically convenient on wide matrices.
Authors:
widyr_0.1.5.9000.tar.gz
widyr_0.1.5.9000.zip(r-4.5)widyr_0.1.5.9000.zip(r-4.4)widyr_0.1.5.9000.zip(r-4.3)
widyr_0.1.5.9000.tgz(r-4.4-any)widyr_0.1.5.9000.tgz(r-4.3-any)
widyr_0.1.5.9000.tar.gz(r-4.5-noble)widyr_0.1.5.9000.tar.gz(r-4.4-noble)
widyr_0.1.5.9000.tgz(r-4.4-emscripten)widyr_0.1.5.9000.tgz(r-4.3-emscripten)
widyr.pdf |widyr.html✨
widyr/json (API)
NEWS
| # Install 'widyr' in R: |
| install.packages('widyr', repos = c('https://juliasilge.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/juliasilge/widyr/issues
Last updated 2 years agofrom:a6696d64ec. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 16 2024 |
| R-4.5-win | OK | Sep 16 2024 |
| R-4.5-linux | OK | Sep 16 2024 |
| R-4.4-win | OK | Sep 16 2024 |
| R-4.4-mac | OK | Sep 16 2024 |
| R-4.3-win | OK | Sep 16 2024 |
| R-4.3-mac | OK | Sep 16 2024 |
Exports:pairwise_corpairwise_cor_pairwise_countpairwise_count_pairwise_deltapairwise_delta_pairwise_distpairwise_dist_pairwise_pmipairwise_pmi_pairwise_similaritypairwise_similarity_squarelysquarely_widelywidely_widely_hclustwidely_kmeanswidely_svdwidely_svd_
Dependencies:backportsbroomclicpp11dplyrfansigenericsgluejaneaustenrlatticelifecyclemagrittrMatrixpillarpkgconfigplyrpurrrR6Rcppreshape2rlangSnowballCstringistringrtibbletidyrtidyselecttidytexttokenizersutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Find the Pearson correlation of a sparse matrix efficiently | cor_sparse |
| Correlations of pairs of items | pairwise_cor pairwise_cor_ |
| Count pairs of items within a group | pairwise_count pairwise_count_ |
| Delta measure of pairs of documents | pairwise_delta pairwise_delta_ |
| Distances of pairs of items | pairwise_dist pairwise_dist_ |
| Pointwise mutual information of pairs of items | pairwise_pmi pairwise_pmi_ |
| Cosine similarity of pairs of items | pairwise_similarity pairwise_similarity_ |
| A special case of the widely adverb for creating tidy square matrices | squarely squarely_ |
| Adverb for functions that operate on matrices in "wide" format | widely widely_ |
| Cluster pairs of items into groups using hierarchical clustering | widely_hclust |
| Cluster items based on k-means across features | widely_kmeans |
| Turn into a wide matrix, perform SVD, return to tidy form | widely_svd widely_svd_ |
