R Observatory: Metrics for scorecard version 0.4.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

scorecard

0.4.6Package record

Credit Risk Scorecard

0packages depend

28.1Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Shichen XieCRAN page ↗GitHub ↗Website ↗Issues ↗

The `scorecard` package makes the development of credit risk scorecard easier and efficient by providing functions for some common tasks, such as data partition, variable selection, woe binning, scorecard scaling, performance evaluation and report generation. These functions can also used in the development of machine learning models. The references including: 1. Refaat, M. (2011, ISBN: 9781447511199). Credit Risk Scorecard: Development and Implementation Using SAS. 2. Siddiqi, N. (2006, ISBN: 9780471754510). Credit risk scorecards. Developing and Implementing Intelligent Credit Scoring.

Changes in 0.4.6

fixed a few bugs

From NEWS.md in the release

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("scorecard", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("ShichenXie/scorecard")

Development version from ShichenXie/scorecard. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-scorecard

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-scorecard

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-scorecard

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 4.8 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.4.6

READMEYes · 128 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.4.6Citation fileNoWebsiteYes · pkgdown

Help pages: 22
Examples that run: 59%13 run in a plain check · 6 only when donttest examples are enabled (R CMD check --as-cran) · 3 never run
Exported functions with examples: 100%
Documented parameters: 96%
Return-value docs: 76%
Help pages citing references: 0%

Vignettes (1)

Developing a Credit Scorecard HTML

How these are measured

Downloads

28.1K

CRAN downloads in the past year

Rank #2,534 · ~77/day · ~2.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.9K30 days

6.3K90 days

28.1K1 year

Compare downloads with other packages →

Also on90 r2u3 autocran2.8K conda_forge

How downloads are counted

Repository

shichenxie/scorecard ↗Account: ShichenXie

170Stars

64Forks

1Open issues

0Open PRs

0Releases

451Commits

7Commit identities

rscorecardcredit-scoringreleasewoebinningwoebinning

451 commits · Last activity 2026-02-07 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 2
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2026-07-14 · 1702026-08-28 · 170

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/shichenxie/scorecard on 2026-10-21.

Continuous integration (1)

Travis CI (config file)

Governance and community (1)

Funding

Funding links: paypal.me, shichen.name

Docs source (2)

pkgdown

GitHub Pages site last deployed 2026-02-07

Reproducibility and dev environment (1)

data-raw/

Show all practicesHide 2 practices

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Installing scorecard adds 28 packages (13 with compiled code, 35 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.5.0

Imports (11)

data.table ggplot2 gridExtra foreach doParallelparallelopenxlsx stringi cli xml2 xefun (>= 0.1.3)

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown pkgdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Shichen Xie

Author, Maintainer since 0.1.0 (2017)

Releases (38)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.4.6Latest
record
2026-02-07 · current release · diff ↗
0.4.5
record
2025-08-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.4.4
record
2024-04-13 · diff ↗
0.4.3
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2023-08-08 · diff ↗
0.4.2
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2023-04-23 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.4.1
record
2023-01-05 · diff ↗ ·
added 1 export
scorecard_pmml
0.4.0
record
2022-11-07 · diff ↗
0.3.9
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2022-07-24 · diff ↗
0.3.8
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2022-07-09 · diff ↗
0.3.7
record
2022-05-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.3.6
record
2021-11-29 · diff ↗

Show 34 earlier eventsHide 34 earlier events

unarchivedReturned to CRAN
2021-09-06
0.3.5
record
2021-09-06 · diff ↗
archivedRemoved from CRAN
2021-09-02
check problems were not corrected in time
0.3.4
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2021-08-05 · diff ↗
0.3.3
record
2021-06-11 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.3.2
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2021-03-14 · diff ↗ ·
added 1 export
describe
0.3.1
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2020-08-30 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.3.0
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2020-04-11 · diff ↗
0.2.9
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2020-03-28 · diff ↗
0.2.8.1
record
2019-12-11 · diff ↗
0.2.8
record
2019-12-04 · diff ↗ ·
added 2 exports
replace_na, var_scale
0.2.7
record
2019-10-17 · diff ↗
0.2.6
record
2019-09-01 · diff ↗ ·
added 1 export
perf_cv
0.2.5
record
2019-07-04 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.2.4
record
2019-03-26 · diff ↗
0.2.3
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2019-02-10 · diff ↗
0.2.2
record
2019-01-14 · diff ↗
0.2.1
record
2019-01-14 · diff ↗
0.2.0
record
2019-01-07 · diff ↗ ·
added 5 exports
gains_table, one_hot, report, scorecard2, vif
0.1.9
record
2018-09-11 · diff ↗
0.1.8
record
2018-06-12 · diff ↗
0.1.7
record
2018-04-27 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.1.6
record
2018-03-13 · diff ↗ ·
removed 1 export
perf_plot
0.1.5
record
2018-01-21 · diff ↗
0.1.4
record
2017-12-17 · diff ↗ ·
added 1 export
woebin_adj
0.1.3
record
2017-11-17 · diff ↗ ·
added 2 exports
perf_eva, split_df
0.1.2
record
2017-10-19 · diff ↗
0.1.1
record
2017-10-17 · diff ↗
0.1.0
record
2017-09-16
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-09-16
Total releases: 38 / 9 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 14 KB / 1 file
Download size: 97 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("scorecard")

Format

Xie, S. (2026). scorecard: Credit Risk Scorecard (Version 0.4.6) [Computer software]. https://doi.org/10.32614/CRAN.package.scorecard

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for scorecard version 0.4.6 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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