Package: dlookr 0.6.3
dlookr: Tools for Data Diagnosis, Exploration, Transformation
A collection of tools that support data diagnosis, exploration, and transformation. Data diagnostics provides information and visualization of missing values, outliers, and unique and negative values to help you understand the distribution and quality of your data. Data exploration provides information and visualization of the descriptive statistics of univariate variables, normality tests and outliers, correlation of two variables, and the relationship between the target variable and predictor. Data transformation supports binning for categorizing continuous variables, imputes missing values and outliers, and resolves skewness. And it creates automated reports that support these three tasks.
Authors:
dlookr_0.6.3.tar.gz
dlookr_0.6.3.zip(r-4.5)dlookr_0.6.3.zip(r-4.4)dlookr_0.6.3.zip(r-4.3)
dlookr_0.6.3.tgz(r-4.4-any)dlookr_0.6.3.tgz(r-4.3-any)
dlookr_0.6.3.tar.gz(r-4.5-noble)dlookr_0.6.3.tar.gz(r-4.4-noble)
dlookr_0.6.3.tgz(r-4.4-emscripten)dlookr_0.6.3.tgz(r-4.3-emscripten)
dlookr.pdf |dlookr.html✨
dlookr/json (API)
NEWS
# Install 'dlookr' in R: |
install.packages('dlookr', repos = c('https://choonghyunryu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/choonghyunryu/dlookr/issues
- Carseats - Sales of Child Car Seats
- flights - Flights data
- heartfailure - Heart Failure Data
- jobchange - Job Change of Data Scientists
Last updated 5 months agofrom:1e3797e85e. Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 06 2024 |
R-4.5-win | NOTE | Nov 06 2024 |
R-4.5-linux | NOTE | Nov 06 2024 |
R-4.4-win | OK | Nov 06 2024 |
R-4.4-mac | OK | Nov 06 2024 |
R-4.3-win | OK | Nov 06 2024 |
R-4.3-mac | OK | Nov 06 2024 |
Exports:binningbinning_bybinning_rgrcompare_categorycompare_numericcorrelatecramerdescribediagnosediagnose_categorydiagnose_numericdiagnose_outlierdiagnose_paged_reportdiagnose_reportdiagnose_sparesediagnose_web_reportdlookr_blue_pageddlookr_orange_pageddlookr_templ_htmleda_paged_reporteda_reporteda_web_reportentropyextractfind_classfind_nafind_outliersfind_skewnessget_classget_column_infoget_osget_percentileget_transformimport_google_fontimputate_naimputate_outlierjsdkldkurtosisnormalityoverviewperformance_binplot_bar_categoryplot_box_numericplot_correlateplot_hist_numericplot_na_hclustplot_na_intersectplot_na_paretoplot_normalityplot_outlierplot_qq_numericppsrelateskewnesstarget_bytheiltransformtransformation_paged_reporttransformation_reporttransformation_web_reportunivar_categoryunivar_numeric
Dependencies:AsioHeadersbackportsbase64encbitbit64bookdownbootbroombslibcachemclicliprcodetoolscolorspacecommonmarkcpp11crayondigestdplyrevaluateextrafontextrafontdbfansifarverfastmapfontawesomefontBitstreamVerafontLiberationfontquiverforcatsforeachfsgdtoolsgenericsggplot2glmnetgluegridExtragtablehavenhighrhmshrbrthemeshtmltoolshtmlwidgetshttpuvisobanditeratorsjomojquerylibjsonlitekableExtraknitrlabelinglaterlatticelifecyclelme4magrittrMASSMatrixmemoisemgcvmicemimeminqamitmlmunsellnlmenloptrnnetnumDerivordinalpagedownpanpillarpkgconfigprettyunitsprocessxprogresspromisespspurrrR6rappdirsRColorBrewerRcppRcppEigenreactablereactRreadrrlangrmarkdownrpartrstudioapiRttf2pt1sassscalesservrshapeshinyshowtextshowtextdbsourcetoolsstringistringrsurvivalsvglitesysfontssystemfontstibbletidyrtidyselecttinytextzdbucminfutf8vctrsviridisLitevroomwebsocketwithrxfunxml2xtableyaml
Data quality diagnosis
Rendered fromdiagonosis.Rmd
usingknitr::rmarkdown
on Nov 06 2024.Last update: 2024-06-09
Started: 2018-04-23
Data Transformation
Rendered fromtransformation.Rmd
usingknitr::rmarkdown
on Nov 06 2024.Last update: 2024-06-09
Started: 2018-04-23
Exploratory Data Analysis
Rendered fromEDA.Rmd
usingknitr::rmarkdown
on Nov 06 2024.Last update: 2024-06-09
Started: 2018-04-23
Introduce dlookr
Rendered fromIntroduce.Rmd
usingknitr::rmarkdown
on Nov 06 2024.Last update: 2023-12-29
Started: 2020-09-02