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validateIt

Validating Topic Coherence and Topic Labels

v1.2.1 · May 16, 2023 · GPL (>= 2)

Description

By creating crowd-sourcing tasks that can be easily posted and results retrieved using Amazon's Mechanical Turk (MTurk) API, researchers can use this solution to validate the quality of topics obtained from unsupervised or semi-supervised learning methods, and the relevance of topic labels assigned. This helps ensure that the topic modeling results are accurate and useful for research purposes. See Ying and others (2022) <doi:10.1101/2023.05.02.538599>. For more information, please visit <https://github.com/Triads-Developer/Topic_Model_Validation>.

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CRAN Check Status

14 NOTE
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) sendTasks.Rd:41: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) sendTasks.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly

Dependency Network

Dependencies Reverse dependencies pyMTurkR rlang tm here SnowballC validateIt

Version History

new 1.2.1 Mar 9, 2026