Package: dsDashboard 0.4.1

Andreas M\u00e4ndle

dsDashboard: Dashboard Framework for DataSHIELD Applications

Provides a framework for building interactive dashboards in R. The package is designed to support data analysis both on local data and on data on a DataSHIELD server.

Authors:Andreas M\u00e4ndle

dsDashboard_0.4.1.tar.gz
dsDashboard_0.4.1.zip(r-4.7)dsDashboard_0.4.1.zip(r-4.6)dsDashboard_0.4.1.zip(r-4.5)
dsDashboard_0.4.1.tgz(r-4.6-any)dsDashboard_0.4.1.tgz(r-4.5-any)
dsDashboard_0.4.1.tar.gz(r-4.7-any)dsDashboard_0.4.1.tar.gz(r-4.6-any)
dsDashboard_0.4.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
dsDashboard/json (API)

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

Bug tracker:https://github.com/bips-hb/dsdashboard/issues

On CRAN:

Conda:

2.30 score 1 scripts 43 exports 91 dependencies

Last updated from:44fbf77820. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE157
source / vignettesOK199
linux-release-x86_64NOTE172
macos-release-arm64NOTE119
macos-oldrel-arm64NOTE107
windows-develNOTE103
windows-releaseNOTE84
windows-oldrelNOTE98
wasm-releaseOK142

Exports:%>%assignAllTablescheckClasscheckDatasourcescomputeWeightedMeanscreateFactorVarsds_get_boxplot_datads_get_cat_summaryds_get_histds_get_NAds_get_quantile_meands_get_rangeds_get_typeds_get_varianceds_quantileMeands_safe_aggregateds.boxplot_datads.metads.meta2dsBetter.metadatadsCallGLMdsCatAggdsCatSummarydsCatTidydsCatVarSummarydsGapplydsGet_xygdsGetPairsdsGLMdsIsNumericdsNumSummarydsNumVarSummarydsResidualsdsSubsetLevelsdsSummarydsTableSummarydsUniqueLevelsdsUniqueVarnamesget_xygetRangeggHistDSrunDemotabSummary

Dependencies:base64encbitbit64bootbslibcachemclicliprcommonmarkCompQuadFormcpp11crayondata.tabledigestdotCall64dplyrdsBaseClientDSIfarverfastmapfieldsfontawesomefsgenericsggplot2gluegridExtragtablehmshtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclelme4magrittrmapsMASSmathjaxrMatrixmemoisemetametabookmetadatmetaformimeminqanlmenloptrnumDerivotelpbapplypillarpkgconfigprettyunitsprogresspromisespurrrR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasrlangS7sassscalesshinysourcetoolsspamstringistringrtibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithrxml2xtable

Readme and manuals

Help Manual

Help pageTopics
Assign all tables from all servers to a symbol in DataSHIELDassignAllTables
Check datasourcescheckDatasources
Create for each level of a (factor) variable a boolean factor on the server side in DataShield.createFactorVars
Get (ungrouped) boxplot data (combined) for all or some numeric variables of a table in unified formds_get_boxplot_data
Get summary statistics for all or some categorical variables of a table in unified formds_get_cat_summary
Get histogram data (combined for all servers) for all or some numeric variables of a table in unified formds_get_hist
Get number of missing variables for all or some specified variables of a table in unified formds_get_NA
Get quantiles and mean (combined or seperate for all servers) for all or some numeric variables of a table in unified formds_get_quantile_mean
Get range (combined over all servers) for all or some numeric variables of a table in unified formds_get_range
Get variable type as string ("numeric" or "categorical") for all variables of a table in unified formds_get_type
Get variance (combined for all servers) for all or some numeric variables of a table in unified formds_get_variance
Get quantiles and mean (separate or combined for all servers) for one numeric variableds_quantileMean
Safely aggregate an expression across multiple DataSHIELD serversds_safe_aggregate
Return boxplot datads.boxplot_data
Gets metadata for multiple variables of a tableds.meta
Gets metadata for multiple variables of a tableds.meta2
Returns the metadata for one (!) specified variabledsBetter.metadata
Perform generalized linear model regression in a non-disclosive (k-nearest-neighbor) way.dsCallGLM
Summary for one (and only one!) categorical variable of a table across all serversdsCatAgg
Summary for all non-numeric variables in a DataSHIELD tabledsCatSummary
A tidy summary for all non-numeric variables in a DataSHIELD tabledsCatTidy
Summary for categorical variable across all serversdsCatVarSummary
Apply a function to subsets of a table in DataSHIELD for each different outcome of a categorical grouping variabledsGapply
Get two numeric columns and a factor column of a DataShield data.frame in a non-disclosive (k-nearest-neighbor) way.dsGet_xyg
Get two numeric columns and a factor column of a DataShield data.frame in a non-disclosive (k-nearest-neighbor) way.dsGetPairs
Perform generalized linear model regression and return the model objectdsGLM
Check if columns of a DataSHIELD table are numericdsIsNumeric
A summary for a numeric variable in a DataSHIELD tabledsNumSummary
Summary for all numeric variables in a DataSHIELD table-deprecateddsNumVarSummary
Compute residuals for models returned by the dsCallGLM function on the server side.dsResiduals
Get subsets of a DataShield object for each factor level of a factor variabledsSubsetLevels
A summary for all (numeric and non-numeric) variables in a DataSHIELD tabledsSummary
Summary for a table in DataSHIELDdsTableSummary
Get factor levels for a variable over all server connectionsdsUniqueLevels
Get unique variable names of a table object across all serversdsUniqueVarnames
Get two numeric columns of a DataShield data.frame in a non-disclosive (k-nearest-neighbor) way.get_xy
Get RangegetRange
Plot data in a histogram with R graphicsggHistDS
Launch the Shiny DashboardrunDemo
Summarize the requested tables (DataSHIELD server list)tabSummary