{ "_id": "6a1f198cb401979e7341efdf", "Package": "rbin", "Type": "Package", "Title": "Tools for Binning Data", "Version": "0.2.1", "Authors@R": "person(\"Aravind\", \"Hebbali\", email = \"hebbali.aravind@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Manually bin data using weight of evidence and information\nvalue. Includes other binning methods such as equal length,\nquantile and winsorized. Options for combining levels of\ncategorical data are also available. Dummy variables can be\ngenerated based on the bins created using any of the available\nbinning methods. References: Siddiqi, N. (2006)\n.", "License": "MIT + file LICENSE", "URL": "https://github.com/rsquaredacademy/rbin,\nhttps://rbin.rsquaredacademy.com", "BugReports": "https://github.com/rsquaredacademy/rbin/issues", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "Config/testthat/edition": "3", "Repository": "https://rsquaredacademy.r-universe.dev", "Date/Publication": "2024-11-05 11:58:36 UTC", "RemoteUrl": "https://github.com/rsquaredacademy/rbin", "RemoteRef": "HEAD", "RemoteSha": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-17 05:19:27 UTC", "User": "root" }, "Author": "Aravind Hebbali [aut, cre]", "Maintainer": "Aravind Hebbali ", "MD5sum": "5c58a150089150265a4c492fb4309286", "_user": "rsquaredacademy", "_type": "src", "_file": "rbin_0.2.1.tar.gz", "_fileid": "f895314e7006984feeedfa6527e383c5070d894506c3df521dccd142278b8da6", "_filesize": 950642, "_sha256": "f895314e7006984feeedfa6527e383c5070d894506c3df521dccd142278b8da6", "_created": "2026-05-17T05:19:27.000Z", "_published": "2026-06-02T17:57:32.287Z", "_distro": "noble", "_jobs": [ { "job": 79137456632, "time": 145, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7039573095" }, { "job": 79137456655, "time": 139, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7039572371" }, { "job": 79137456739, "time": 82, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7039566533" }, { "job": 79137456510, "time": 101, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7039568467" }, { "job": 79137456527, "time": 203, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7039557700" }, { "job": 79137455756, "time": 113, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7365764224" }, { "job": 79137456569, "time": 101, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7039568465" }, { "job": 79137457010, "time": 93, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7039567754" }, { "job": 79137456340, "time": 89, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7039567236" } ], "_buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/rsquaredacademy/rbin", "_commit": { "id": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "author": "Aravind Hebbali ", "committer": "GitHub ", "message": "Merge pull request #62 from rsquaredacademy/develop\n\nchore: prep for cran release", "time": 1730807916 }, "_maintainer": { "name": "Aravind Hebbali", "email": "hebbali.aravind@gmail.com", "login": "aravindhebbali", "twitter": "@rsquaredacademy", "description": "#rstats #economics", "uuid": 8706536 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.3", "role": "Depends" }, { "package": "data.table", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "covr", "role": "Suggests" }, { "package": "graphics", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "miniUI", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "rstudioapi", "role": "Suggests" }, { "package": "shiny", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "vdiffr", "role": "Suggests" } ], "_owner": "rsquaredacademy", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "binning", "logistic-regression", "woe-and-iv", "woebinning" ], "_stars": 13, "_contributors": [ { "user": "aravindhebbali", "count": 163, "uuid": 8706536 } ], "_userbio": { "uuid": 23705610, "type": "organization", "name": "Rsquared Academy" }, "_downloads": { "count": 618, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rbin" }, "_devurl": "https://github.com/rsquaredacademy/rbin", "_pkgdown": "https://rbin.rsquaredacademy.com", "_searchresults": 52, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/rbin.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/rsquaredacademy/rbin", "_realowner": "rsquaredacademy", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2019-01-04" }, { "version": "0.1.2", "date": "2020-02-04" }, { "version": "0.2.0", "date": "2020-05-14" }, { "version": "0.2.1", "date": "2024-11-05" } ], "_exports": [ "rbin_create", "rbin_equal_freq", "rbin_equal_length", "rbin_factor", "rbin_factor_combine", "rbin_factor_create", "rbin_manual", "rbin_quantiles", "rbin_winsorize", "rbinAddin", "rbinFactorAddin" ], "_datasets": [ { "name": "mbank", "title": "Bank marketing data set", "object": "mbank", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "age", "job", "marital", "education", "default", "balance", "housing", "loan", "contact", "day", "month", "duration", "campaign", "pdays", "previous", "poutcome", "y" ], "rows": 4521, "table": true, "tojson": true } ], "_help": [ { "page": "mbank", "title": "Bank marketing data set", "topics": [ "mbank" ] }, { "page": "rbin_create", "title": "Create dummy variables", "topics": [ "rbin_create" ] }, { "page": "rbin_equal_freq", "title": "Equal frequency binning", "topics": [ "plot.rbin_equal_freq", "rbin_equal_freq" ] }, { "page": "rbin_equal_length", "title": "Equal length binning", "topics": [ "plot.rbin_equal_length", "rbin_equal_length" ] }, { "page": "rbin_factor", "title": "Factor binning", "topics": [ "plot.rbin_factor", "rbin_factor" ] }, { "page": "rbin_factor_combine", "title": "Combine levels", "topics": [ "rbin_factor_combine" ] }, { "page": "rbin_factor_create", "title": "Create dummy variables", "topics": [ "rbin_factor_create" ] }, { "page": "rbin_manual", "title": "Manual binning", "topics": [ "plot.rbin_manual", "rbin_manual" ] }, { "page": "rbin_quantiles", "title": "Quantile binning", "topics": [ "plot.rbin_quantiles", "rbin_quantiles" ] }, { "page": "rbin_winsorize", "title": "Winsorized binning", "topics": [ "plot.rbin_winsorize", "rbin_winsorize" ] }, { "page": "rbinAddin", "title": "Bin continuous data", "topics": [ "rbinAddin" ] }, { "page": "rbinFactorAddin", "title": "Custom binning", "topics": [ "rbinFactorAddin" ] } ], "_readme": "https://github.com/rsquaredacademy/rbin/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "data.table", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "introduction.Rmd", "filename": "introduction.html", "title": "Introduction to rbin", "author": "Aravind Hebbali", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Manual Binning", "Bins", "Plot", "Dummy Variables", "Factor Binning", "Combine Levels", "Create Bins", "Quantile Binning", "Equal Length Binning", "Winsorized Binning" ], "created": "2018-11-21 07:38:29", "modified": "2018-11-23 11:36:23", "commits": 2 } ], "_score": 5.528916700277655, "_indexed": true, "_nocasepkg": "rbin", "_universes": [ "rsquaredacademy", "aravindhebbali" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.1", "date": "2026-05-17T05:21:43.000Z", "distro": "noble", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "f07d34c59df7055847cba6e12344358baa4733b7578087a21ab0b78b8a68637f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" }, { "r": "4.6.0", "os": "linux", "version": "0.2.1", "date": "2026-05-17T05:21:39.000Z", "distro": "noble", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "510469252313599448ffec7f7686e93ca21853e5ecf786928bde703fc81df820", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" }, { "r": "4.5.3", "os": "mac", "version": "0.2.1", "date": "2026-05-17T05:20:53.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "92282c6c0b63c1b7a3cd6dfa38c7a820fa98cde389e89aa0efbd35e02bb3c6cc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" }, { "r": "4.6.0", "os": "mac", "version": "0.2.1", "date": "2026-05-17T05:21:09.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "d799a842d753533fd89eb0310ab04f7354bb41d50ed306f2601786a09c8cb76d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" }, { "r": "4.7.0", "os": "win", "version": "0.2.1", "date": "2026-05-17T05:20:56.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "83f90eef45d440f33c2b291fdb4bd8101cb91cc03b1c10bfa887670e273747d5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" }, { "r": "4.5.3", "os": "win", "version": "0.2.1", "date": "2026-05-17T05:20:49.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "2573ea260b52a351ed03640a1c2b6d1f569dd2530f8464e9f43f648c090da099", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" }, { "r": "4.6.0", "os": "win", "version": "0.2.1", "date": "2026-05-17T05:20:45.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "706b6777fc2d8a45087a0a0c8f74d30a9eb63ee0a90f7124477cd1a7bffc9213", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.1", "date": "2026-06-02T17:57:13.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "810500ed56f3e3f940801cec5f882d2cde2bc583272786de2b31b74c99139ef1", "status": "success", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/25982154100" } ] }