Package: industRial 0.1.0

Joao Ramalho

industRial: Data, Functions and Support Materials from the Book "industRial Data Science"

Companion package to the book "industRial data science", J.Ramalho (2021) <https://j-ramalho.github.io/industRial/>. Provides data sets and functions to complete the case studies and contains the book original Rmd files and tutorials.

Authors:Joao Ramalho [aut, cre]

industRial_0.1.0.tar.gz
industRial_0.1.0.zip(r-4.7-any)industRial_0.1.0.zip(r-4.6-any)industRial_0.1.0.zip(r-4.5-any)
industRial_0.1.0.tgz(r-4.6-any)industRial_0.1.0.tgz(r-4.5-any)
industRial_0.1.0.tar.gz(r-4.7-any)industRial_0.1.0.tar.gz(r-4.6-any)
industRial_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
industRial/json (API)

# Install 'industRial' in R:
install.packages('industRial', repos = c('https://j-ramalho.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/j-ramalho/industrial/issues

Datasets:
  • battery_charging - Charging time of a lithium-ion battery.
  • dial_control - Collection of visual defects on watch dial production.
  • ebike_hardening - Cycles to failure of ebikes frames after temperature treatment.
  • ebike_hardening2 - Cycles to failure of ebikes frames after temperature treatment.
  • juice_drymatter - Dry matter content of different juices obtained with two different measurement devices.
  • perfume_experiment - Correlation matrix of the input variables of an experiment design in perfume formulation.
  • pet_delivery - Tensile strength values on PET raw material for the clothing industry.
  • pet_doe - A factorial design for the improvement of PET film tensile strength.
  • solarcell_fill - Yearly outputs and fills factor of solarcells of different types.
  • solarcell_output - Yearly outputs of solarcells of different types.
  • syringe_diameter - Production measurements of the inner diameter of syringes barrels.
  • tablet_thickness - Thickness measurements of pharmaceutical tablets
  • tablet_weight - Weight measurements of pharmaceutical tablets

On CRAN:

Conda:

3.18 score 3 stars 5 scripts 326 downloads 11 exports 56 dependencies

Last updated from:c90ff11016. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE176
source / vignettesOK244
linux-releaseNOTE182
macos-releaseNOTE212
macos-oldrelNOTE183
windows-develNOTE100
windows-releaseNOTE105
windows-oldrelNOTE77
wasm-releaseOK142

Exports:chart_Cpkchart_Ichart_IMRexpand_formulaoff_specprocess_Cpkprocess_statsprocess_stats_tabless.rr.plotstheme_industRialtheme_qcc

Dependencies:briocallrclassclicpp11crayondescdiffobjdplyre1071evaluatefarverfsgenericsggplot2gluegtableisobandjsonlitelabelinglatticelifecyclemagrittrnortestotelpillarpkgbuildpkgconfigpkgloadplyrpraiseprocessxproxypspurrrR6RColorBrewerRcppreshape2rlangrprojrootS7scalesSixSigmastringistringrtestthattibbletidyrtidyselectutf8vctrsviridisLitewaldowithrxtable

Readme and manuals

Help Manual

Help pageTopics
Charging time of a lithium-ion battery.battery_charging
Create a capability chart for statistical process controlchart_Cpk
Create IMR chart for statistical process controlchart_I
Create R MR chart for statistical process controlchart_IMR
Collection of visual defects on watch dial production.dial_control
Cycles to failure of ebikes frames after temperature treatment.ebike_hardening ebike_hardening2
Formula expansionexpand_formula
industRial: companion package to the book "industRial data science"industRial-package industRial
Dry matter content of different juices obtained with two different measurement devices.juice_drymatter
Calculate percentage of out of specification for Statistical Process Controloff_spec
Correlation matrix of the input variables of an experiment design in perfume formulation.perfume_experiment
Tensile strength values on PET raw material for the clothing industry.pet_delivery
A factorial design for the improvement of PET film tensile strength.pet_doe
Calculate process capability index for Statistical Process Controlprocess_Cpk
Calculate summary statistics for Statistical Process Controlprocess_stats
Summary statistics table outputs for Statistical Process Controlprocess_stats_table
Yearly outputs and fills factor of solarcells of different types.solarcell_fill
Yearly outputs of solarcells of different types.solarcell_output
Gage R & R plotsss.rr.plots
Production measurements of the inner diameter of syringes barrels.syringe_diameter
Thickness measurements of pharmaceutical tabletstablet_thickness
Weight measurements of pharmaceutical tabletstablet_weight
Custom theme "industRial" for the book industRial Data Science plotstheme_industRial
Custom theme "qcc" for the book industRial Data Science plotstheme_qcc