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quanteda

4.5.0Package record

Quantitative Analysis of Textual Data

44packages dependsuggested by 17
238.7Kdownloads / year
96.7%test coverage
4/13flavors OK

Overview

About
Maintained by Kenneth BenoitCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: European Research Council

A fast, flexible, and comprehensive framework for quantitative text analysis in R. Provides functionality for corpus management, creating and manipulating tokens and n-grams, exploring keywords in context, forming and manipulating sparse matrices of documents by features and feature co-occurrences, analyzing keywords, computing feature similarities and distances, applying content dictionaries, applying supervised and unsupervised machine learning, visually representing text and text analyses, and more.

Install

Health

CRAN checks
9ERROR4OK
Check messages
ERRORtestsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-windows-x86_64

r-devel-linux-x86_64-debian-clang

Running ‘spelling.R’ [0s/1s]
  Running ‘testthat.R’ [103s/136s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 17.0
  ICU version: 78.3
  Parallel computing: 3 of 32 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  
  ══ Skipped tests (28) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  Error:
  ! Test failures.
  Execution halted

r-devel-linux-x86_64-debian-gcc

Running ‘spelling.R’ [0s/0s]
  Running ‘testthat.R’ [73s/81s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 17.0
  ICU version: 78.3
  Parallel computing: 3 of 64 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  
  ══ Skipped tests (28) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  • 
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  Error:
  ! Test failures.
  Execution halted

r-devel-linux-x86_64-fedora-clang

Running ‘spelling.R’
  Running ‘testthat.R’ [71s/71s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 16.0
  ICU version: 77.1
  Parallel computing: 2 of 28 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  
  ══ Skipped tests (28) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  • On CRAN 
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  Error:
  ! Test failures.
  Execution halted

r-devel-linux-x86_64-fedora-gcc

Running ‘spelling.R’
  Running ‘testthat.R’ [74s/89s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 16.0
  ICU version: 77.1
  Parallel computing: 2 of 28 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 18 | PASS 3317 ]
  
  ══ Skipped tests (18) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  • On CRAN 
...[truncated]...
s-word4.R:606:5'
  • torch is not fully configured (1): 'test-as.tensor.R:2:1'
  • we no longer expect these to be the same (1): 'test-tokens.R:772:5'
  • whether these pass depends on the platform (1): 'test-tokens-custom.R:17:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 18 | PASS 3317 ]
  Error:
  ! Test failures.
  Execution halted

r-devel-windows-x86_64

Running 'spelling.R' [0s]
  Running 'testthat.R' [105s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 15.1
  ICU version: 74.1
  Parallel computing: 2 of 48 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 30 | PASS 3282 ]
  
  ══ Skipped tests (30) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  • On CRA
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 30 | PASS 3282 ]
  Error:
  ! Test failures.
  Execution halted

r-oldrel-windows-x86_64

Running 'spelling.R' [0s]
  Running 'testthat.R' [133s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 15.1
  ICU version: 74.1
  Parallel computing: 2 of 56 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 30 | PASS 3282 ]
  
  ══ Skipped tests (30) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  • On CRA
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 30 | PASS 3282 ]
  Error:
  ! Test failures.
  Execution halted

r-patched-linux-x86_64

Running ‘spelling.R’ [0s/0s]
  Running ‘testthat.R’ [101s/119s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 17.0
  ICU version: 78.3
  Parallel computing: 3 of 32 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  
  ══ Skipped tests (28) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  Error:
  ! Test failures.
  Execution halted

r-release-linux-x86_64

Running ‘spelling.R’ [0s/0s]
  Running ‘testthat.R’ [102s/128s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 17.0
  ICU version: 78.3
  Parallel computing: 3 of 32 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  
  ══ Skipped tests (28) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 28 | PASS 3290 ]
  Error:
  ! Test failures.
  Execution halted

r-release-windows-x86_64

Running 'spelling.R' [0s]
  Running 'testthat.R' [106s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > Sys.setenv("R_TESTS" = "")
  > Sys.setenv("_R_CHECK_LENGTH_1_CONDITION_" = TRUE)
  > 
  > library(testthat)
  > library(quanteda)
  Package version: 4.5.0
  Unicode version: 15.1
  ICU version: 74.1
  Parallel computing: 2 of 48 threads used.
  See https://quanteda.io for tutorials and examples.
  > 
  > # for strong tests for Matrix deprecations
  > options(Matrix.warnDeprecatedCoerce = 2)
  > 
  > ops <- quanteda_options()
  > quanteda_options(reset = TRUE)
  > test_check("quanteda")
  Saving _problems/test-corpus-203.R
  Saving _problems/test-corpus-213.R
  [ FAIL 2 | WARN 0 | SKIP 30 | PASS 3282 ]
  
  ══ Skipped tests (30) ══════════════════════════════════════════════════════════
  • Behaviour changed - consider removing test (1): 'test-tokens.R:117:5'
  • Different behaviour for convert() v. old as.data.frame.dfm() (1):
    'test-as.dfm.R:134:5'
  • On CRA
...[truncated]...
t2vec} is not installed (1): 'test-fcm.R:2:5'
  • {tibble} is not installed (1): 'test-corpus.R:268:5'
  • {tidytext} is not installed (1): 'test-as.dictionary.R:63:5'
  • {topicmodels} is not installed (1): 'test-convert.R:174:5'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-corpus.R:203:5'): test corpus constructor works for tm objects ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:203:5
  ── Error ('test-corpus.R:213:5'): test corpus constructor works for VCorpus with one document (#445) ──
  Error in `detach("package:NLP", unload = FALSE, force = TRUE)`: invalid 'name' argument
  Backtrace:
      ▆
   1. └─base::detach("package:NLP", unload = FALSE, force = TRUE) at test-corpus.R:213:5
  
  [ FAIL 2 | WARN 0 | SKIP 30 | PASS 3282 ]
  Error:
  ! Test failures.
  Execution halted

CRAN check page ↗

Slowest check: 12.2 min · r-oldrel-windows-x86_64
Status changes
  • ERROR4 OK, 9 ERRORNow
  • ERROR11 OK, 2 ERROR2026-10-01
  • OK13 OK2026-08-12
  • NOTE12 OK, 1 NOTE2026-07-11
  • OK12 OK2026-04-25
  • NOTE12 OK, 2 NOTE2026-04-22
Show 2 earlier changesHide 2 earlier changes
  • ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
  • NOTE12 OK, 2 NOTE2026-03-10
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Documentation signals are not tracked yet for this package.

WebsiteYes · pkgdown
Vignettes (1)
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Downloads

238.7K
CRAN downloads in the past year
Rank #954 · ~654/day · ~19.9K/mo
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Repository

quanteda/quanteda ↗Organization: quanteda
893Stars
188Forks
52Open issues
2Open PRs
44Releases
12,124Commits
49Commit identities
rtext-analyticsnatural-language-processingcorpusquanteda
License file reads as GPL-3.0 · 12,124 commits · Last activity 2026-10-15 · +0.7% stars, 30d · Default branch at 4.5.1, ahead of CRAN 4.5.0 (checked 2026-10-11) · Discussions: 6 posts
Responsiveness
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PRs merged (all time)
92%
Median days to close, 50 most recently updated closed issues
107
Median days to close, 50 most recently updated closed PRs
4
How these are measured
PracticesBeta

11 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/quanteda/quanteda on 2026-10-11.

Continuous integration (2)
GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (2)
Code of conductIssue templates
Docs source (3)
README.Rmdpkgdown

GitHub Pages site last deployed 2026-10-09

pkgdown site last built 2026-07-29, before release 4.5.0 (2026-08-04)

Coverage (1)
Coverage reporting
Show all practicesHide 3 practices
CRAN release process (1)
cran-comments.md
Lint, format, editor (1)
lintr
Git structural (1)
.gitattributes
How this is detected·Detection ruleset v3 (2026-09-26)
AI coding toolsBeta

This repository shows signs of AI coding tools.

  • Claude Codefirst seen 2026-01-18
    Seen in the repository: CLAUDE.md
    Named in .Rbuildignore: .claude, CLAUDE.md
    Named in .gitignore: .claude
Shared conventions any agent may read, so they name no particular tool.
Seen in the repository: AGENTS.md
How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies
21 external dependencies (excludes base and recommended)

Installing quanteda adds 13 packages (10 with compiled code, 17 MB of source tarballs). Heaviest: stringi 11 MB, Rcpp 1.8 MB, jsonlite 1.0 MB.

Depends (2)
R >= 4.1.0methods
Imports (11)
fastmatchjsonlitelifecyclemagrittrMatrixRcppSnowballCstopwordsstringixml2yaml
LinkingTo (1)
Rcpp
Suggests (10)
rmarkdownspellingtestthatformatRtmknitrlsarlangslamtorch
Enhances (0)
none
Dependency license breakdown →
Reverse dependencies
44direct
14indirect
Depends 2 · Imports 42 · LinkingTo 4
Suggested by 17
Show the 48 most downloaded packagesHide the 48 most downloaded packages
Depends, Imports or LinkingTo, most downloaded first
stmquanteda.textstatstextstemquanteda.textplotsquanteda.textmodelsseededldatopicspolitenessLSXwordvectoreHDPrepcorpustoolskeyATMGMTMLexisNexisToolsconTextoolongsentopicsrainetteRNewsflownewsmapTextAnalysisRsentometricspoldishighlightrAutoPlotsdoc2concreteLDAShinypseudobibeRorderanalyzersweateridiolectquanteda.tidytoscaquickSentimentLLMingDisasterAlertgrafzahlwarmthcompetenceminorpartieswordmapstylest2tbnbulex
Suggests, most downloaded first
tidytextstopwordsmlr3pipelinesreadtext

and 13 more packages that suggest it on CRAN ↗

How these are counted

Code & Tests

Datasets

People & History

People (11)
Kenneth Benoit ORCID iD
Maintainer since 0.7.2 (2015), Author, Copyright holder
William Lowe ORCID iD
Author · added in 1.3.0
Akitaka Matsuo ORCID iD
Author · added in 1.3.0
Stefan Müller ORCID iD
Author · added in 1.0.0
Paul Nulty ORCID iD
Author
Adam Obeng ORCID iD
Author · added in 0.9.6-1
Haiyan Wang ORCID iD
Author · added in 0.9.9-3
Kohei Watanabe ORCID iD
Author
Olivier Delmarcelle ORCID iD
Contributor · added in 3.3.0
Christian Müller
Contributor · added in 1.3.0
European Research Council
Funder · added in 1.3.0
ERC-2011-StG 283794-QUANTESS
Listed in earlier versions (9)
Show 8 of 9 peopleHide 8 people
Pablo Barberá
no longer listed · 0.7.2 to 0.9.8.5
Benjamin Lauderdale
no longer listed · 0.7.2 to 1.5.2
Will Lowe
no longer listed · 0.9.8 to 1.2.0
Ian Fellows
no longer listed · 1.3.0 to 2.1.2
Jouni Kuha
no longer listed · 1.3.0 to 2.1.2
Patrick O. Perry
no longer listed · 1.3.0 to 1.5.2
Stuart Soroka
no longer listed · 1.3.0 to 2.1.2
Lori Young
no longer listed · 1.3.0 to 2.1.2
Releases (65)
  • 4.5.0Latest
    record
    2026-08-04 · current release · diff ↗ ·
    removed 1 export
    dictionary_tokenize
    added 3 exports
    tokenize_dictionary, tokens_match, tokens_recompile
  • R
    R 4.6.0 released · 2026-04-24
  • 4.4
    record
    2026-04-06 · diff ↗ ·
    added 5 exports
    as.tensor, dictionary_tokenize, normalize_characters, tokenize_paragraph, tokens_annotate
  • 4.3.1
    record
    2025-07-10 · diff ↗
  • 4.3.0
    record
    2025-05-20 · diff ↗ ·
    added 1 export
    corpus_chunk
  • R
    R 4.5.0 released · 2025-04-11
  • 4.2.0
    record
    2025-01-08 · diff ↗
  • 4.1.0
    record
    2024-09-04 · diff ↗ ·
    added 1 export
    tokens_trim
  • 4.0.2
    record
    2024-04-24 · diff ↗
  • R
    R 4.4.0 released · 2024-04-24
  • 4.0.1
    record
    2024-04-08 · diff ↗ ·
    added 1 export
    info_tbb
  • 4.0.0
    record
    2024-04-04 · diff ↗ ·
    removed 1 export
    index_types
    added 5 exports
    as.tokens_xptr, concat, concatenator, is.tokens_xptr, tokens_restore
  • 3.3.1
    record
    2023-05-18 · diff ↗
  • R
    R 4.3.0 released · 2023-04-21
  • 3.3.0
    record
    2023-04-07 · diff ↗ ·
    removed 1 export
    tokenize_word
    added 8 exports
    breakrules_get, breakrules_reset, breakrules_set, segid, tokenize_custom, tokenize_word2, tokenize_word3, tokenize_word4
  • 3.2.4
    record
    2022-12-08 · diff ↗
Show 62 earlier eventsHide 62 earlier events
  • 3.2.3
    record
    2022-08-29 · diff ↗
  • 3.2.2
    record
    2022-08-09 · diff ↗
  • R
    R 4.2.0 released · 2022-04-22
  • 3.2.1
    record
    2022-03-01 · diff ↗
  • 3.2.0
    record
    2021-11-30 · diff ↗
  • 3.1.0
    record
    2021-08-17 · diff ↗ ·
    added 1 export
    as.phrase
  • R
    R 4.1.0 released · 2021-05-18
  • 3.0.0
    record
    2021-04-06 · diff ↗ ·
    removed 33 exports
    metacorpus<-, metadoc<-, View, as.DocumentTermMatrix, as.igraph, as.network, as.wfm, char_edit, char_tortl, char_trimsentences, corpus_trimsentences, dictionary_edit, list_edit, metacorpus, metadoc, nscrabble, nsyllable, textplot_keyness, textplot_network, textplot_wordcloud, textplot_xray, textstat_collocations, textstat_dist, textstat_entropy, textstat_frequency, textstat_keyness, textstat_lexdiv, textstat_proxy, textstat_readability, textstat_select and 3 more
    added 10 exports
    check_character, check_double, check_integer, check_logical, corpus_group, index, is.index, object2fixed, object2id, tokens_group
  • 2.1.2
    record
    2020-09-23 · diff ↗
  • 2.1.1
    record
    2020-07-27 · diff ↗
  • 2.1.0
    record
    2020-07-05 · diff ↗ ·
    added 7 exports
    char_edit, char_keep, char_remove, char_select, dictionary_edit, list_edit, textstat_summary
  • R
    R 4.0.0 released · 2020-04-24
  • 2.0.1
    record
    2020-03-18 · diff ↗
  • 2.0.0
    record
    2020-02-26 · diff ↗ ·
    removed 25 exports
    settings<-, affinity, as.coefficients_textmodel, as.statistics_textmodel, as.summary.textmodel, coefficients.textmodel_ca, coefficients.textmodel_lsa, coefficients.textmodel_wordfish, is.corpuszip, nfeature, scrabble, settings, spacy_parse, textmodel_affinity, textmodel_ca, textmodel_lsa, textmodel_nb, textmodel_wordfish, textmodel_wordscores, textplot_influence, textplot_scale1d, textstat_dist_old, textstat_simil_old, tf, tfidf
    added 10 exports
    meta<-, as.fcm, docid, meta, tokenize_character, tokenize_fasterword, tokenize_fastestword, tokenize_sentence, tokenize_word, tokenize_word1
  • 1.5.2
    record
    2019-11-26 · diff ↗ ·
    added 1 export
    featfreq
  • 1.5.1
    record
    2019-07-30 · diff ↗
  • 1.5.0
    record
    2019-07-04 · diff ↗
  • R
    R 3.6.0 released · 2019-04-26
  • 1.4.3
    record
    2019-04-01 · diff ↗
  • 1.4.1
    record
    2019-02-26 · diff ↗
  • 1.4.0
    record
    2019-01-30 · diff ↗ ·
    added 5 exports
    dfm_match, flatten_dictionary, textstat_entropy, tokens_chunk, tokens_split
  • 1.3.14
    record
    2018-11-19 · diff ↗
  • 1.3.13
    record
    2018-11-01 · diff ↗ ·
    added 4 exports
    textstat_dist_old, textstat_proxy, textstat_simil_old, tokens_sample
  • 1.3.4
    record
    2018-07-15 · diff ↗ ·
    added 1 export
    as.igraph
  • 1.3.0
    record
    2018-06-05 · diff ↗ ·
    added 2 exports
    char_tortl, tokens_tortl
  • R
    R 3.5.0 released · 2018-04-23
  • 1.2.0
    record
    2018-04-15 · diff ↗ ·
    added 3 exports
    index_types, pattern2fixed, pattern2id
  • 1.1.1
    record
    2018-03-07 · diff ↗
  • 1.1.0
    record
    2018-03-05 · diff ↗ ·
    added 3 exports
    as.coefficients_textmodel, as.statistics_textmodel, as.summary.textmodel
  • 1.0.0
    record
    2018-01-28 · diff ↗ ·
    removed 7 exports
    collocations, dfm2ldaformat, quantedaformat2dtm, sequences, syllables, textmodel, textmodel_wordshoal
    added 14 exports
    affinity, as.network, coefficients.textmodel_ca, coefficients.textmodel_lsa, coefficients.textmodel_wordfish, dfm_replace, dfm_tfidf, nfeat, textmodel_affinity, textmodel_lsa, textplot_influence, textplot_network, textstat_select, tokens_subset
  • 0.99.22
    record
    2017-11-13 · diff ↗ ·
    removed 25 exports
    applyDictionary, as.tokenizedTexts, changeunits, compress, features, is.tokenizedTexts, joinTokens, ngrams, removeFeatures, segment, selectFeatures, selectFeaturesOLD, similarity, skipgrams, smoother, textfile, textmodel_NB, toLower, toUpper, tokenize, tokens_hash, trim, trimdfm, weight, wordstem
    added 7 exports
    dfm_keep, fcm_keep, spacy_parse, textmodel_nb, tokens_keep, tokens_replace, types
  • 0.99.12
    record
    2017-10-06 · diff ↗
  • 0.99.9
    record
    2017-09-22 · diff ↗ ·
    added 2 exports
    %>%, tokens_segment
  • 0.99
    record
    2017-08-16 · diff ↗ ·
    removed 4 exports
    collocations2, is.sequences, ngrams.default, ngrams.tokenizedTexts
    added 6 exports
    as.dictionary, dfm_subset, is.phrase, phrase, textplot_keyness, textstat_frequency
  • 0.9.9-65
    record
    2017-05-26 · diff ↗ ·
    removed 1 export
    phrasetotoken
    added 3 exports
    char_trim, corpus_trim, dfm_group
  • R
    R 3.4.0 released · 2017-04-21
  • 0.9.9-50
    record
    2017-04-20 · diff ↗ ·
    removed 3 exports
    as.kwic, kwic_old, sample
    added 8 exports
    as.yaml, bootstrap_dfm, char_trimsentences, collocations2, corpus_trimsentences, is.sequences, quanteda_options, textstat_collocations
  • 0.9.9-24
    record
    2017-02-14 · diff ↗
  • 0.9.9-22
    record
    2017-02-09 · diff ↗
  • 0.9.9-17
    record
    2017-01-27 · diff ↗ ·
    removed 1 export
    corpuszip
    added 1 export
    textstat_keyness
  • 0.9.9-3
    record
    2017-01-10 · diff ↗ ·
    removed 5 exports
    describeTexts, encoding, findSequences, lexdiv, readability
    added 66 exports
    View, as.corpus, as.kwic, as.tokens, char_ngrams, char_segment, char_tolower, char_toupper, char_wordstem, corpus_reshape, corpus_sample, corpus_segment, corpus_subset, corpuszip, dfm_compress, dfm_lookup, dfm_remove, dfm_sample, dfm_select, dfm_smooth, dfm_sort, dfm_tolower, dfm_toupper, dfm_trim, dfm_weight, dfm_wordstem, fcm, fcm_compress, fcm_remove, fcm_select and 36 more
  • 0.9.8.5
    record
    2016-10-31 · diff ↗
  • 0.9.8.3
    record
    2016-10-16 · diff ↗
  • 0.9.8
    record
    2016-07-28 · diff ↗
  • 0.9.7-17
    record
    2016-06-21 · diff ↗
  • 0.9.7-16
    record
    2016-06-20 · diff ↗ ·
    added 4 exports
    findSequences, joinTokens, selectFeaturesOLD, toUpper
  • 0.9.6-9
    record
    2016-05-21 · diff ↗ ·
    added 1 export
    as.tokenizedTexts
  • 0.9.6-1
    record
    2016-05-09 · diff ↗ ·
    removed 4 exports
    cbind.dfm, df, phrasetotoken.corpus, weighting
    added 2 exports
    texts<-, compress
  • R
    R 3.3.0 released · 2016-05-03
  • 0.9.4
    record
    2016-02-21 · diff ↗ ·
    added 1 export
    textmodel_NB
  • 0.9.2-0
    record
    2016-01-11 · diff ↗ ·
    removed 2 exports
    stopwordsGet, stopwordsRemove
    added 1 export
    df
  • 0.9.0-1
    record
    2015-11-27 · diff ↗ ·
    added 1 export
    cbind.dfm
  • 0.8.6-0
    record
    2015-10-15 · diff ↗ ·
    added 1 export
    is.tokenizedTexts
  • 0.8.4-2
    record
    2015-09-09 · diff ↗ ·
    removed 1 export
    bigrams
    added 1 export
    skipgrams
  • 0.8.2-1
    record
    2015-08-18 · diff ↗ ·
    added 1 export
    sample
  • 0.8.2-0
    record
    2015-07-31 · diff ↗ ·
    removed 2 exports
    clean, cleanC
    added 3 exports
    applyDictionary, scrabble, selectFeatures
  • 0.8.0-4
    record
    2015-07-13 · diff ↗
  • 0.8.0-3
    record
    2015-07-11 · diff ↗ ·
    removed 6 exports
    encoding<-, language<-, texts<-, language, tokenizeOnlyCppKB, tokenizeOnlyScan
    added 4 exports
    nsentence, ntype, readability, toLower
  • 0.7.2-1
    record
    2015-06-02 · diff ↗
  • R
    R 3.2.0 released · 2015-04-16
  • 0.7.2
    record
    2015-04-07
  • R
    R 3.1.0 released · 2014-04-10

Package metadata

First published
2015-04-07
Total releases
65 / 11 yrs
License
GPL-3 OSI
Download size
4.2 MB
Appears in task views
Natural Language Processing

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("quanteda")
Benoit, K., European Research Council, Delmarcelle, O., Lowe, W., Matsuo, A., Müller, C., Müller, S., Nulty, P., Obeng, A., Wang, H., & Watanabe, K. (2026). quanteda: Quantitative Analysis of Textual Data (Version 4.5.0) [Computer software]. https://doi.org/10.32614/CRAN.package.quanteda

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

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

APA

Balamuta, J. J. (2026). R Observatory: Metrics for quanteda version 4.5.0 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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