{ "_id": "6a589db7ff0138dec5d75cdb", "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": "2026-07-16 08:56:54 UTC", "User": "root" }, "Author": "Aravind Hebbali [aut, cre]", "Maintainer": "Aravind Hebbali ", "_user": "rsquaredacademy", "_type": "src", "_file": "rbin_0.2.1.tar.gz", "_fileid": "https://r2.ropensci.org/23b99ec9e3599e85fc502f992e2527198aa409120d1766cc25948460c2f0855b", "_filesize": 952631, "_sha256": "23b99ec9e3599e85fc502f992e2527198aa409120d1766cc25948460c2f0855b", "_expires": "2026-10-24T09:00:37.000Z", "_created": "2026-07-16T08:56:54.000Z", "_published": "2026-07-16T09:00:39.145Z", "_jobs": [ { "job": 87578354332, "time": 152, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8370199130" }, { "job": 87578354321, "time": 155, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8370201114" }, { "job": 87578354326, "time": 77, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8370168220" }, { "job": 87578354296, "time": 110, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8370181831" }, { "job": 87577668365, "time": 204, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8370134099" }, { "job": 87578354314, "time": 119, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8370185788" }, { "job": 87578354353, "time": 118, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8370185928" }, { "job": 87578354367, "time": 101, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8370178902" }, { "job": 87578354385, "time": 90, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8370173581" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313", "_status": "success", "_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 }, "_distro": "resolute", "_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", "followers": 25 }, "_downloads": { "count": 472, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rbin" }, "_devurl": "https://github.com/rsquaredacademy/rbin", "_pkgdown": "https://rbin.rsquaredacademy.com", "_searchresults": 55, "_rbuild": "4.6.1", "_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", "LICENSE", "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": 5.5532760461371, "_indexed": true, "_nocasepkg": "rbin", "_universes": [ "rsquaredacademy", "aravindhebbali" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.1", "date": "2026-07-16T08:59:17.000Z", "distro": "resolute", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/11a670f114d1252942625a478703f8a7fbe31969c986774ebdaec57ae5f433b6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" }, { "r": "4.6.1", "os": "linux", "version": "0.2.1", "date": "2026-07-16T08:59:23.000Z", "distro": "resolute", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/3f655d08fe716094042dd5d3decf9a5f76674272550ad0d100b080a865aa90e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" }, { "r": "4.5.3", "os": "mac", "version": "0.2.1", "date": "2026-07-16T08:58:16.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/3ac42a450dcb5f579fbde61ddc613fc43ff8a4816b22cb7540b6b0d00abf82a9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" }, { "r": "4.6.1", "os": "mac", "version": "0.2.1", "date": "2026-07-16T08:58:39.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/80c62347b419ca62261a5b3b324cd7a4f19b80760ea54438922c5af43fced410", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.1", "date": "2026-07-16T08:59:13.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/5b26ffccf05396e137a655d82ad0dfb17f30184f097a88cccd64c44d8c474615", "status": "success", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" }, { "r": "4.7.0", "os": "win", "version": "0.2.1", "date": "2026-07-16T08:58:39.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/dc6c631ed5fd48fb05b9f36e08dd7640d4c892fb5657ddb4fd7200fe5a94b556", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" }, { "r": "4.5.3", "os": "win", "version": "0.2.1", "date": "2026-07-16T08:58:24.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/99a45af3dfa19bfa6b0da51a7104651443f436488abbfeaee4d78bf60230710d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" }, { "r": "4.6.1", "os": "win", "version": "0.2.1", "date": "2026-07-16T08:58:11.000Z", "commit": "33c19406c16d13106f2fb0877bd0b394aacf23a8", "fileid": "https://r2.ropensci.org/260f3df2d8dae65c5967c1fa83fccfca417b88ea3837dbc8efe41b666e40b2fa", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rsquaredacademy/actions/runs/29485097313" } ] }