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akc

Automatic Knowledge Classification

v0.9.9.3 · Dec 24, 2025 · MIT + file LICENSE

Description

A tidy framework for automatic knowledge classification and visualization. Currently, the core functionality of the framework is mainly supported by modularity-based clustering (community detection) in keyword co-occurrence network, and focuses on co-word analysis of bibliometric research. However, the designed functions in 'akc' are general, and could be extended to solve other tasks in text mining as well.

Downloads

CRAN

578

Last 30 days

5803rd

1.9K

Last 90 days

7K

Last year

Trend: -16.4% (30d vs prior 30d)

r2u CRAN

3

Last 30 days

32

Last 90 days

196

Last year

Trend: -80% (30d vs prior 30d)

autoCRAN

14

Last 7 days

74

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available: 'ggraph', 'tidygraph', 'textstem'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

1,832

Files

56

Compiled share

0%

Has compiled src

No

Language breakdown

R 770 (42%)Tests 83 (4.5%)Docs 660 (36%)Vignettes 319 (17.4%)

API

Exported functions

22

Internal functions

0

Testing & CI

Has tests

Yes

Test-to-code ratio

0.11

testthat edition

3

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

81.8%

\dontrun example ratio

0%

Roxygen coverage

95.5%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

26.7%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.0.0

System requirements

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

13

First release

2020-01-08

Latest release

2025-12-24

Avg cadence

81 days

Cold removal rate

Dep drift

3

LOC over versions

v0.9.0: 1,108 LOCv0.9.1: 1,117 LOCv0.9.3: 1,171 LOCv0.9.4: 1,538 LOCv0.9.5: 1,668 LOCv0.9.6: 1,734 LOCv0.9.7: 1,832 LOCv0.9.8: 1,832 LOCv0.9.8.1: 1,832 LOCv0.9.9: 1,832 LOCv0.9.9.1: 1,832 LOCv0.9.9.2: 1,832 LOCv0.9.9.3: 1,832 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Dependency Network

Dependencies Reverse dependencies igraph dplyr ggplot2 stringr ggraph tidygraph ggforce textstem tibble tidytext rlang magrittr data.table ggwordcloud tidyfst akc

Version History

14 tracked
new 0.9.9.3 Mar 10, 2026
updated 0.9.9.3 ← 0.9.9.2 diff Dec 23, 2025
updated 0.9.9.2 ← 0.9.9.1 diff Dec 15, 2025
updated 0.9.9.1 ← 0.9.9 diff Feb 24, 2025
updated 0.9.9 ← 0.9.8.1 diff Jan 5, 2023
updated 0.9.8.1 ← 0.9.8 diff Oct 9, 2022
updated 0.9.8 ← 0.9.7 diff Aug 24, 2022
updated 0.9.7 ← 0.9.6 diff Mar 23, 2022
updated 0.9.6 ← 0.9.5 diff Jan 9, 2022
updated 0.9.5 ← 0.9.4 diff Dec 4, 2020
updated 0.9.4 ← 0.9.3 diff Jan 29, 2020
updated 0.9.3 ← 0.9.1 diff Jan 25, 2020
updated 0.9.1 ← 0.9.0 diff Jan 8, 2020
new 0.9.0 Jan 7, 2020