ProcData

Process Data Analysis

v0.3.2 · Apr 1, 2021 · GPL (>= 2)

Description

Provides tools for exploratory process data analysis. Process data refers to the data describing participants' problem-solving processes in computer-based assessments. It is often recorded in computer log files. This package provides functions to read, process, and write process data. It also implements two feature extraction methods to compress the information stored in process data into standard numerical vectors. This package also provides recurrent neural network based models that relate response processes with other binary or scale variables of interest. The functions that involve training and evaluating neural networks are wrappers of functions in 'keras'.

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CRAN Check Status

13 NOTE

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	110.2s
r-devel-linux-x86_64-debian-gcc	NOTE	84.4s
r-devel-linux-x86_64-fedora-clang	NOTE	170.5s
r-devel-linux-x86_64-fedora-gcc	NOTE	175.1s
r-devel-windows-x86_64	NOTE	147s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	82s
r-oldrel-windows-x86_64	NOTE	178s
r-patched-linux-x86_64	NOTE	104.9s
r-release-linux-x86_64	NOTE
r-release-macos-arm64	NOTE	25s
r-release-macos-x86_64	NOTE	90s
r-release-windows-x86_64	NOTE	146s

Check details (13 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

Check History

NOTE 0 OK · 13 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

ERROR 0 OK · 12 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘keras’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

ERROR 0 OK · 13 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/ProcData.Rcheck/00install.out' for details.

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) proc.Rd:27: Lost braces in \itemize; meant \describe ?
checkRd: (-1) proc.Rd:28: Lost braces in \itemize; meant \describe ?

Dependency Network

Version History

3 tracked

new 0.3.2 Mar 10, 2026

updated 0.3.2 ← 0.2.5 diff Mar 31, 2021

new 0.2.5 May 11, 2020