Package: crunch 1.30.4

Greg Freedman Ellis

crunch: Crunch.io Data Tools

The Crunch.io service <https://crunch.io/> provides a cloud-based data store and analytic engine, as well as an intuitive web interface. Using this package, analysts can interact with and manipulate Crunch datasets from within R. Importantly, this allows technical researchers to collaborate naturally with team members, managers, and clients who prefer a point-and-click interface.

Authors:Greg Freedman Ellis [aut, cre], Jonathan Keane [aut], Mike Malecki [aut], Neal Richardson [aut], Gordon Shotwell [aut], Aljaž Sluga [aut]

crunch_1.30.4.tar.gz
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crunch_1.30.4.tgz(r-4.4-any)crunch_1.30.4.tgz(r-4.3-any)
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crunch.pdf |crunch.html
crunch/json (API)

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

Peer review:

Bug tracker:https://github.com/crunch-io/rcrunch/issues

Datasets:
  • SO_schema - Schema for the 2017 Stack Overflow developer survey
  • SO_survey - R users who responded to the 2017 Stack Overflow developer survey

On CRAN:

10.31 score 9 stars 2 packages 200 scripts 955 downloads 451 exports 12 dependencies

Last updated 2 months agofrom:b709e28217. Checks:OK: 1 ERROR: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 12 2024
R-4.5-winERROROct 12 2024
R-4.5-linuxERROROct 12 2024
R-4.4-winERROROct 12 2024
R-4.4-macERROROct 12 2024
R-4.3-winERROROct 12 2024
R-4.3-macERROROct 12 2024

Exports:%in%%ornm%AbstractCategoriesAbstractCategoryaddGeoMetadataaddSubvariableaddSubvariablesaddSummaryStataddVariablesaliasalias<-aliasesaliases<-allVariablesallVariables<-alterArrayExpralterCategoriesExpranalysesanalysisanalysis<-anchoranchor<-anchorsappendDatasetappendStreamapplyTransformsarchiveare.Headingsare.Subtotalsare.SummaryStatsargumentsarguments<-arraySelectionsarraySubsetExpras.Categoricalas.Datetimeas.Numericas.TextasSelectedavailableGeodataavailableGeodataFeaturesbasesbatchesbincaseExprcaseWhenExprCategoricalArrayVariableCategoricalVariablecategoriesCategoriescategories<-categoriesFromLevelsCategorycdchangeCategoryIDcheckForNewVersioncleanseBatchescollapseCategoriescombinecombineCategoriescombineResponsescompareColscompareColsPairwisecompareDatasetscompareDimscompareDimsPairwisecompareRowscompareRowsPairwisecomplete.casesconditionalTransformconsentContextManagercopycopyFolderscopyOrdercopyVariablecrDELETEcreateDatasetcreateWithMetadataAndFilecreateWithPreparedDatacrGETcrPATCHcrPOSTcrPUTcrtabscrunch_sitrepcrunch_user_agentcrunchBetweencrunchBoxCrunchBoxCrunchDatasetcrunchdbFunccrunchDifftimeCrunchGeographycubecubeMeasureTypecubescutdashboarddashboard<-DatasetGroupDatasetOrderdatasetReferencedatasetsdatasets<-datesdates<-datetimeFromColsDatetimeVariabledecksdecks<-defaultPalettedeletedeleteDatasetdeleteSubvariabledeleteSubvariablesdeleteVariabledeleteVariablesdeprivatisedeprivatiseVariablesdeprivatizedeprivatizeVariablesderivationderivation<-deriveArraydescriptiondescription<-descriptionsdescriptions<-dichotomizedigitsdigits<-dimensionsdimensions<-displaySettingsdisplaySettings<-dropRowsduplicatedemailemailsembedCrunchBoxendDateendDate<-entitiesentities<-entityenvOrOptionexclusionexclusion<-exportDatasetexportDeckextendDatasetfilterfilter<-filtersfilters<-flattenOrderflipArraysfolderforceVariableCatalogforkDatasetformulaToSlideQueryfortify.CrunchDataFramefortify.CrunchDatasetfuncfuncsgeogeo<-GeodatagetAccountUserCataloggetDimTypesgetTeamsgroupedHeadinghiddenFolderhiddenVariableshiddenVariables<-hidehideMissinghideVariablesididsids<-indexindex.tableindex<-InsertionInsertionsinteractVariablesis.archivedis.archived<-is.Arrayis.CAis.Categoricalis.CategoricalArrayis.CrunchExpris.datasetis.Datetimeis.derivedis.derived<-is.dichotomizedis.draftis.draft<-is.editoris.editor<-is.Expris.Geodatais.Headingis.MRis.Multipleis.MultipleResponseis.na<-is.Numericis.NumericArrayis.publicis.public<-is.publishedis.published<-is.scriptis.selectedis.selected<-is.shojiis.Subtotalis.SummaryStatis.Textis.validis.VarDefis.variableis.VariableDefinitionis.weightis.weight<-is.weightVariableis.weightVariable<-joinDatasetsjsonpreplistDatasetsloadDatasetlockloginlogoutmakeArraymakeArrayGadgetmakeCaseVariablemakeCaseWhenVariablemakeDimTransformmakeFramemakeInsertionmakeMRmakeMRFromTextmakeWeightmargin.tablemarkdownSlideImagematchCatToFeatmemeanmeasuresmembersmembers<-mergeForkmkdirmodifyWeightVariablesMultipleResponseVariablemultitablesmultitables<-mvna.omitnamename<-ncharncolnewDatasetnewDatasetByColumnnewDatasetFromFilenewDecknewExampleDatasetnewFilternewMarkdownSlidenewMultitablenewProjectnewSlidenotesnotes<-notifyIfNewVersionnoTransformsNumericArrayVariableNumericVariableorderingordering<-ownerowner<-ownerNamesownerspalettespendingStreampermissionspkpk<-pollProgresspopMagnitudepopMagnitude<-popSizepopSize<-preCrunchBoxCheckprepareDataForCrunchprivateFolderprivateVariablesprivateVariables<-privatiseprivatiseVariablesprivatizeprivatizeVariablesprojectsprop.tablepublicFolderpublishquery<-reassignUserrefreshremoveEmptyGroupsresetPasswordresolutionresolution<-restoreVersionrevertScriptrmdirrolluprollupResolutionrollupResolution<-rowAllrowAllNArowAnyrowAnyNArowCountrowDistinctrstandardrunCrunchAutomationsaveVersionscoreCatToFeatscriptBodyscriptsscriptSavepointsdsearchDatasetsselectCategoriesselectedDepthselfsessionset_crunch_configset_crunch_optssetCrunchAPIsetDashboardURLsetNamesetNamessetOrdersetPopulationsettingssettings<-setupCrunchAuthshareshojifyDatasetMetadatashojiURLshowshowIfAnyshowMissingshowScriptErrorsshowTransformsslideCategoriesslideMarkdownslideMarkdown<-slideQueryEnvslidesslides<-startDatestartDate<-straightlineResponsestreamingstreaming<-subsetsubtitlesubtitle<-subtitlessubtitles<-SubtotalsubtotalArraysubtotalssubtotals<-subtypeInsertionsubtypeInsertionssubvariablesSubvariablessubvariables<-SummaryStattabBooktableteamteam<-temp.optiontemp.optionsTextVariabletimestampstitletitle<-titlestitles<-toJSONtokenAuthtoVariabletransformsTransformstransforms<-TransformsListtrimtypetype<-typesunbindundichotomizeundoScriptungroupedunhideunhideVariablesuniformBasisuniformBasis<-unlockunshareurlsusersvaluevalue<-valuesvalues<-VarDefVariableDefinitionVariableGroupvariableMetadataVariableOrdervariablesvariables<-versionsvizSpecsvizSpecs<-webAppweightweight<-weightVariablesweightVariables<-with_consentwrite.csvwrite.csv.gzwritePreparedDatazScores

Dependencies:abindaskpasscrayoncurldigesthttpcachehttrjsonlitemimeopensslR6sys

Abstract Categories

Rendered fromabstract-categories.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2021-11-08
Started: 2017-12-07

Adding Variables

Rendered fromderive.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2018-04-05
Started: 2015-05-22

Analyzing Crunch Data

Rendered fromanalyze.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2018-04-05
Started: 2015-05-22

Array Variables

Rendered fromarray-variables.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2019-01-09
Started: 2015-05-22

Crunch Deck Cookbook

Rendered fromdeck-cookbook.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2023-03-21
Started: 2021-04-05

Crunch Internals

Rendered fromcrunch-internals.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2020-12-08
Started: 2017-09-13

Crunch Variables

Rendered fromvariables.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2019-01-09
Started: 2015-05-22

Exporting Data

Rendered fromexport.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2018-04-05
Started: 2016-08-12

Filtering Data

Rendered fromfilters.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2018-04-05
Started: 2016-02-16

Fork and Merge a Dataset

Rendered fromfork-and-merge.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2022-04-29
Started: 2018-06-18

Getting Started

Rendered fromcrunch.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2022-04-29
Started: 2018-05-11

Organizing Datasets in Projects

Rendered fromprojects.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2019-06-07
Started: 2018-08-09

Subtotals and Headings

Rendered fromsubtotals.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2022-04-29
Started: 2018-02-02

Variable Folders and Organization

Rendered fromvariable-order.Rmdusingknitr::rmarkdownon Oct 12 2024.

Last update: 2023-03-20
Started: 2015-05-22

Readme and manuals

Help Manual

Help pageTopics
Add geodata metadata to a crunch variableaddGeoMetadata
Add subvariable to an arrayaddSubvariable addSubvariables
Add summary statistics to a CrunchCubeaddSummaryStat
Add multiple variables to a datasetaddVariables
Get and set names, aliases on Catalog-type objectsaliases aliases,CrunchCube-method aliases,MultitableResult-method aliases,TabBookResult-method aliases,VariableCatalog-method aliases,VariableFolder-method aliases<- aliases<-,VariableCatalog-method dates dates,Categories-method dates<- dates<-,Categories-method describe-catalog descriptions descriptions,CrunchCube-method descriptions,MultitableResult-method descriptions,TabBookResult-method descriptions,VariableCatalog-method descriptions,VersionCatalog-method descriptions<- descriptions<-,VariableCatalog-method emails emails,ShojiCatalog-method ids ids,AbstractCategories-method ids,VariableCatalog-method ids<- ids<-,Categories-method names names,AbstractCategories-method names,ArrayVariable-method names,BatchCatalog-method names,CrunchCube-method names,CrunchDataset-method names,CrunchDeck-method names,MultitableResult-method names,OrderGroup-method names,ShojiCatalog-method names,ShojiOrder-method names,SlideCatalog-method names,TabBookResult-method names,VersionCatalog-method names.CrunchDataFrame names<- names<-,AbstractCategories-method names<-,CrunchDeck-method names<-,MultitableCatalog-method names<-,ShojiCatalog-method names<-,SlideCatalog-method notes,CrunchCube-method notes,VariableCatalog-method notes<-,VariableCatalog-method scriptBody scriptBody,Script-method timestamps timestamps,Script-method timestamps,ScriptCatalog-method timestamps,VersionCatalog-method types types,CrunchCube-method types,CrunchDeck-method types,list-method types,ShojiFolder-method types,SlideCatalog-method types,VariableCatalog-method values values,Categories-method values<- values<-,Categories-method
Append one Crunch dataset to anotherappendDataset
Manually trigger a pending append to a datasetappendStream
Get and set "archived" and "published" status of a datasetarchive archive-and-publish is.archived is.archived,CrunchDataset-method is.archived,DatasetCatalog-method is.archived<- is.archived<-,CrunchDataset,logical-method is.archived<-,DatasetCatalog,logical-method is.draft is.draft,CrunchDataset-method is.draft,DatasetCatalog-method is.draft<- is.draft<-,CrunchDataset,logical-method is.draft<-,DatasetCatalog,logical-method is.published is.published,CrunchDataset-method is.published,DatasetCatalog-method is.published<- is.published<-,CrunchDataset,logical-method is.published<-,DatasetCatalog,logical-method publish
Convert Variables to local R objectsas-vector as.vector as.vector,CrunchExpr-method as.vector,CrunchVariable-method
as.environment method for CrunchDatasetas.environment,CrunchDataset-method
as.* methods for variablesas.Categorical as.Categorical,CrunchExpr-method as.Categorical,CrunchVariable-method as.character.CrunchExpr as.character.CrunchVariable as.Datetime as.Datetime,CrunchExpr-method as.Datetime,CrunchVariable-method as.double.CrunchExpr as.double.CrunchVariable as.Numeric as.Numeric,CrunchExpr-method as.Numeric,CrunchVariable-method as.Text as.Text,CrunchExpr-method as.Text,CrunchVariable-method variable-as-methods
Undo behavior of a Crunch Automation Scriptautomation-undo revertScript revertScript,CrunchDataset,ANY-method revertScript,CrunchDataset,Script-method scriptSavepoint scriptSavepoint,Script-method undoScript undoScript,CrunchDataset,ANY-method undoScript,CrunchDataset,Script-method
Get the property features for available geographiesavailableGeodataFeatures
See the appended batches of this datasetbatches
S3 method to concatenate Categories and Category objectsc-categories c.Categories c.Category
as.data.frame method for catalog objectsas.data.frame.BatchCatalog as.data.frame.FilterCatalog as.data.frame.ShojiCatalog as.data.frame.UserCatalog as.data.frame.VariableCatalog catalog-dataframes
Categories in CategoricalVariablesCategories Categories-class Category Category-class
Convert a factor's levels into Crunch categories.categoriesFromLevels
Change to different foldercd
Change the id of a category for a categorical variablechangeCategoryID
Remove batches from a datasetcleanseBatches
Combine Categories in placecollapseCategories
Combine categories or responsescombine combineCategories combineResponses
Compare two datasets to see how they will appendcompareDatasets
Conditional transformationconditionalTransform
Give consent to do things that require permissionconsent with_consent
Context managersContextManager contextManager
Copy the folder structure from one dataset to another.copyFolders
Copy the variable order from one dataset to another.copyOrder
Copy a variablecopy copyVariable
Upload a prepared data.frame with metadata to CrunchcreateWithPreparedData
Crunch xtabs: Crosstab and otherwise aggregate variables in a Crunch Datasetcrtabs
Crunch situation reportcrunch_sitrep
Crunch API Keyscrunch-api-key
Univariate statistics on Crunch objectscrunch-uni max max,CrunchVariable-method max,DatetimeVariable-method max,NumericVariable-method mean mean,CrunchVariable-method mean,NumericVariable-method median min min,CrunchVariable-method min,DatetimeVariable-method min,NumericVariable-method sd sd,CrunchVariable-method sd,NumericVariable-method
Make a CrunchBoxCrunchBox crunchBox
CrunchDataFrameCrunchDataFrame dim.CrunchDataFrame
Crunch DatasetsCrunchDataset CrunchDataset-class
Geography properties for crunch variablesavailableGeodata CrunchGeography CrunchGeography-class geo geo,CrunchVariable-method geo<- geo<-,CrunchVariable,CrunchGeography-method geo<-,CrunchVariable,NULL-method Geodata Geodata-class
Variables in CrunchCategoricalArrayVariable CategoricalArrayVariable-class CategoricalVariable CategoricalVariable-class CrunchVariable-class DatetimeVariable DatetimeVariable-class MultipleResponseVariable MultipleResponseVariable-class NumericArrayVariable NumericArrayVariable-class NumericVariable NumericVariable-class TextVariable TextVariable-class
Work with CrunchCubes, MultitableResults, and TabBookResultsbases bases,CrunchCube-method bases,MultitableResult-method bases,TabBookResult-method cube-computing margin.table margin.table,CrunchCube-method prop.table prop.table,CrunchCube-method prop.table,MultitableResult-method prop.table,TabBookResult-method round round,CrunchCube-method
Calculate standardized residuals from a CrunchCubecube-residuals rstandard rstandard,CrunchCube-method zScores zScores,CrunchCube-method
Get measure type of cube resultcubeMeasureType cubeMeasureType,CrunchCube-method
Cut a Datetime Crunch variablecut,DatetimeVariable-method
Cut a numeric Crunch variablecut,NumericVariable-method
View or set a dashboard URLdashboard dashboard<- setDashboardURL
as.data.frame method for CrunchDatasetas.data.frame.CrunchDataFrame as.data.frame.CrunchDataset dataset-to-R
Get a catalog of datasetsdatasets datasets<-
Get a dataset's DeckCatalogdecks decks,CrunchDataset-method decks<-
Delete a Crunch object from the serverdelete delete,ANY-method delete,CrunchDataset-method delete,CrunchDeck-method delete,CrunchSlide-method delete,CrunchTeam-method delete,CrunchVariable-method delete,DatasetTuple-method delete,Multitable-method delete,ShojiFolder-method delete,ShojiObject-method delete,ShojiTuple-method delete,VariableTuple-method
Delete a dataset from the dataset listdeleteDataset
Delete subvariables from an arraydeleteSubvariable deleteSubvariables
Delete Variables Within a DatasetdeleteVariable deleteVariables
Get or set a derived variable's expressionderivation derivation,CrunchVariable-method derivation<- derivation<-,CrunchVariable,ANY-method derivation<-,CrunchVariable,NULL-method derivations is.derived is.derived,CrunchVariable-method is.derived<- is.derived<-,CrunchVariable,logical-method
Make a Categorical Array or Multiple Response variablederiveArray makeArray makeMR
Name, alias, and description for Crunch objectsalias alias,CrunchVariable-method alias,VariableTuple-method alias<- alias<-,CrunchVariable-method dates,Category-method dates<-,Category-method describe describe-entity description description,CrunchDataset-method description,CrunchDeck-method description,CrunchVariable-method description,Geodata-method description,VariableTuple-method description<- description<-,CrunchDataset-method description<-,CrunchDeck-method description<-,CrunchVariable-method digits digits,CrunchVariable-method digits<- digits<-,CrunchVariable-method digits<-,NumericVariable-method endDate endDate,CrunchDataset-method endDate<- endDate<-,CrunchDataset-method id id,AbstractCategory-method id,CrunchDataset-method id,CrunchVariable-method name name,AbstractCategory-method name,CrunchDataset-method name,CrunchVariable-method name,ProjectFolder-method name,ShojiObject-method name<- name<-,AbstractCategory-method name<-,CrunchDataset-method name<-,CrunchDeck-method name<-,CrunchVariable-method name<-,Multitable-method name<-,NULL-method name<-,ProjectFolder-method name<-,VariableFolder-method notes notes,CrunchDataset-method notes,CrunchVariable-method notes,VariableTuple-method notes<- notes<-,CrunchDataset-method notes<-,CrunchVariable-method startDate startDate,CrunchDataset-method startDate<- startDate<-,CrunchDataset-method uniformBasis uniformBasis,MultipleResponseVariable-method uniformBasis<- uniformBasis<-,MultipleResponseVariable-method value value,Category-method value<- value<-,Category-method
Indicate how categories represent a dichotomized valuedichotomize dichotomize,CategoricalArrayVariable,ANY-method dichotomize,CategoricalVariable,ANY-method dichotomize,Categories,character-method dichotomize,Categories,logical-method dichotomize,Categories,numeric-method is.dichotomized is.dichotomized,Categories-method is.selected is.selected,Categories-method is.selected,Category-method is.selected<- is.selected<-,Categories-method is.selected<-,Category-method undichotomize undichotomize,CategoricalArrayVariable-method undichotomize,CategoricalVariable-method undichotomize,Categories-method
Column and row comparisoncompareCols compareDims compareRows dimension-comparison
Pairwise column and row comparisoncompareColsPairwise compareDimsPairwise compareRowsPairwise dimension-comparison-pairwise
Methods on Cube objectscube-methods dim,CrunchCube-method dim,CubeDims-method dimensions dimensions,CrunchCube-method dimensions<- dimensions<-,CrunchCube,CubeDims-method dimnames,CrunchCube-method dimnames,CubeDims-method is.na,CubeDims-method measures measures,CrunchCube-method
Permanently delete rows from a datasetdropRows
"duplicated" method for Crunch objectsduplicated duplicated,CrunchExpr-method duplicated,CrunchVariable-method
Extract the email from a User Entityemail email,UserEntity-method
Get HTML for embedding a CrunchBoxembedCrunchBox
View and set exclusion filtersexclusion exclusion<-
Export a dataset to a fileexportDataset write.csv write.csv,CrunchDataset-method
Export a Crunch DeckexportDeck
Construct Crunch Expressions from Crunch Database FunctionscrunchdbFunc expressions
Get and set slide analysesanalyses analyses,CrunchAnalysisSlide-method analysis analysis,CrunchAnalysisSlide-method analysis<- analysis<-,CrunchAnalysisSlide,Analysis-method analysis<-,CrunchAnalysisSlide,formula-method analysis<-,CrunchAnalysisSlide,list-method cube cube,Analysis-method cube,CrunchAnalysisSlide-method cubes cubes,AnalysisCatalog-method cubes,CrunchAnalysisSlide-method cubes,CrunchDeck-method displaySettings displaySettings,Analysis-method displaySettings,AnalysisCatalog-method displaySettings,CrunchAnalysisSlide-method displaySettings<- displaySettings<-,Analysis,ANY-method displaySettings<-,AnalysisCatalog,list-method displaySettings<-,CrunchAnalysisSlide,ANY-method filter filter,Analysis-method filter,ANY-method filter,CrunchAnalysisSlide-method filter<- filter<-,Analysis-method filter<-,CrunchAnalysisSlide-method filter<-,CrunchDeck-method filters,Analysis-method filters,CrunchAnalysisSlide-method filters<-,Analysis,CrunchFilter-method filters<-,Analysis,CrunchLogicalExpr-method filters<-,Analysis,list-method filters<-,Analysis,NULL-method filters<-,CrunchAnalysisSlide,ANY-method filters<-,CrunchDeck,ANY-method formulaToSlideQuery query<- query<-,Analysis,formula-method query<-,CrunchAnalysisSlide,ANY-method slideQueryEnv transforms,Analysis-method transforms,AnalysisCatalog-method transforms,CrunchAnalysisSlide-method transforms<-,Analysis,ANY-method transforms<-,AnalysisCatalog,ANY-method transforms<-,CrunchAnalysisSlide,ANY-method type,CrunchSlide-method vizSpecs vizSpecs,Analysis-method vizSpecs,AnalysisCatalog-method vizSpecs,CrunchAnalysisSlide-method vizSpecs<- vizSpecs<-,Analysis,ANY-method vizSpecs<-,AnalysisCatalog,list-method vizSpecs<-,CrunchAnalysisSlide,ANY-method weight,Analysis-method weight,CrunchAnalysisSlide-method weight<-,CrunchAnalysisSlide,ANY-method weight<-,CrunchDeck,ANY-method
Get or set a dataset's filtersfilter-catalog filters filters,CrunchDataset-method filters<- filters<-,CrunchDataset,ANY-method
Rearrange array subvariablesflipArrays
Find and move entities to a new folderfolder folder<-
Force variables catalog to be loadedforceVariableCatalog
Create a fork of a datasetforkDataset
Retrieve your teamsgetTeams
HTTP methods for communicating with the Crunch APIcrDELETE crGET crPATCH crPOST crPUT http-methods
Get the body of a Catalogindex index,ShojiCatalog-method index<- index<-,ShojiCatalog-method shoji-index
Calculate an index table for a CrunchCubeindex.table
Insert categories in transformations.Insertion anchor anchor,Heading-method anchor,Insertion-method anchor,Subtotal-method anchor,SummaryStat-method anchor<- anchor<-,Heading-method anchor<-,Insertion-method anchor<-,Subtotal-method anchor<-,SummaryStat-method anchors anchors,Insertions-method arguments arguments,Heading-method arguments,Insertion-method arguments,Subtotal-method arguments,SummaryStat-method arguments<- arguments<-,Heading-method arguments<-,Insertion-method arguments<-,Subtotal-method arguments<-,SummaryStat-method func func,Heading-method func,Insertion-method func,Subtotal-method func,SummaryStat-method func<- funcs funcs,Insertions-method Insertion Insertion-class Insertions Insertions-class subtotals<-,Insertion,ANY-method
Create a variable by interacting categorical variablesinteractVariables
is.na for Categoriesis-na-categories is.na,Categories-method is.na,Category-method is.na<-,Categories,character-method is.na<-,Categories,logical-method is.na<-,Category,logical-method
View and modify the "public" attribute of artifactsis-public is.public is.public,CrunchDeck-method is.public,CrunchFilter-method is.public,Multitable-method is.public,MultitableCatalog-method is.public<- is.public<-,CrunchDeck-method is.public<-,CrunchFilter-method is.public<-,Multitable-method is.public<-,MultitableCatalog-method
Read and set edit privilegesis.editor is.editor,MemberCatalog-method is.editor,PermissionCatalog-method is.editor,PermissionTuple-method is.editor<- is.editor<-,MemberCatalog,logical-method
Test whether a Crunch object belongs to a classis.Array is.CA is.Categorical is.CategoricalArray is.CrunchExpr is.dataset is.Datetime is.Expr is.Geodata is.MR is.Multiple is.MultipleResponse is.Numeric is.NumericArray is.script is.shoji is.Text is.VarDef is.variable is.VariableDefinition
Dataset weightsis.weight is.weight<- is.weight<-,NumericVariable-method weight weight,CrunchDataset-method weight<- weight<-,Analysis,CrunchVariable-method weight<-,Analysis,NULL-method weight<-,CrunchDataset,ANY-method
Add columns from one dataset to another, joining on a keyextendDataset joinDatasets merge.CrunchDataset
Get the names of datasets in a projectlistDatasets
Load a Crunch DatasetloadDataset
Lock and unlock a dataset for editinglock unlock
DEPRECATED! Authenticate with the Crunch APIlogin logout resetPassword
Array buildermakeArrayGadget
Make a case variablecaseExpr makeCaseVariable
Create a categorical or numeric variable based on conditionscaseWhenExpr makeCaseWhenVariable
Helper for creating slide dimension transformations for dashboards and exportsmakeDimTransform
Create Multiple Response Variable from Delimited listsmakeMRFromText
Generate a weight variablemakeWeight
Match categories with features from geodatamatchCatToFeat
My user entityme
Manage access to datasets and other objectsmembers members,CrunchTeam-method members,ProjectFolder-method members<- members<-,CrunchTeam,character-method members<-,CrunchTeam,MemberCatalog-method members<-,ProjectFolder,character-method members<-,ProjectFolder,MemberCatalog-method permissions
Merge a CrunchDataFramemerge merge.CrunchDataFrame
Merge changes to a dataset from a forkmergeFork
Multitable entities for a datasetmultitable-catalog multitables multitables,CrunchDataset-method multitables<- multitables<-,CrunchDataset-method
Functions to manipulate variables' or project's folder structuremkdir mv
Omit missing categoriesna-omit-categories na.omit na.omit,Categories-method
Dataset dimensionsdim,CrunchDataset-method dim-dataset ncol ncol,CrunchDataset-method
Upload data to Crunch to make a new datasetnewDataset
Create an empty Crunch DecknewDeck
Import a fixture dataset for testingnewExampleDataset
Create a new filternewFilter
Create a new MultitablenewMultitable
Create a new foldernewProject
Append a new slide to a Crunch DecknewSlide
Remove transformations from a CrunchCubenoTransforms
Get and set the owner of a datasetdataset-owner owner owner,CrunchDataset-method owner<- owner<-,CrunchDataset-method
See who owns these datasetsownerNames owners
Get the palettes from a crunch objectdefaultPalette defaultPalette,AnalyticPalettes-method defaultPalette,CrunchDataset-method palettes palettes,CrunchDataset-method
Get the pending streams for a datasetpendingStream
Get and set the primary key for a Crunch datasetpk pk<-
Check a Crunch progress URL until it finishespollProgress
Get and set the market size for Crunch datasetspopMagnitude popMagnitude,CrunchDataset-method popMagnitude<- popMagnitude<-,CrunchDataset-method popSize popSize,CrunchDataset-method popSize<- popSize<-,CrunchDataset-method population setPopulation setPopulation,CrunchDataset-method
Check if a dataset will make a good CrunchBoxpreCrunchBoxCheck
Translate a data.frame to Crunch formatprepareDataForCrunch
List project foldersprojects
Hide/Unhide or Privatize/Deprivatize Variablesdeprivatise deprivatiseVariables deprivatize deprivatize,CrunchVariable-method deprivatize,VariableCatalog-method deprivatizeVariables hiddenFolder hiddenFolder,CrunchDataset-method hiddenFolder,VariableCatalog-method hiddenFolder,VariableFolder-method hiddenVariables hiddenVariables<- hide hide,CrunchVariable-method hide,VariableCatalog-method hideVariables privateFolder privateFolder,CrunchDataset-method privateFolder,VariableCatalog-method privateFolder,VariableFolder-method privateVariables privateVariables<- privatise privatiseVariables privatize privatize,CrunchVariable-method privatize,VariableCatalog-method privatizeVariables publicFolder publicFolder,CrunchDataset-method publicFolder,VariableCatalog-method publicFolder,VariableFolder-method unhide unhide,CrunchVariable-method unhide,VariableCatalog-method unhideVariables
Reassign all Crunch objects from a userreassignUser
Get a fresh copy from the serverrefresh refresh,CrunchDataset-method refresh,CrunchVariable-method refresh,ShojiObject-method
Reorder slides in a CrunchDeckreorderSlides
Methods for Datetime variable resolutionsresolution resolution<- rollup rollupResolution rollupResolution<-
Restore a dataset to a previously saved versionrestoreVersion
Retryretry
Delete a folderrmdir
Create variables based on row-wise functions for crunch Multiple Response VariablesrowCount
Create variables useful for determining whether a row's values are suspiciousrowDistinct straightlineResponse
Run a crunch automation scriptrunCrunchAutomation showScriptErrors
Create a new saved versionsaveVersion
Score similarity between a feature dataframe and categoriesscoreCatToFeat
Crunch Automation scripts entities for a datasetscript-catalog scripts scripts,CrunchDataset-method
Search Crunch for datasets.searchDatasets
Get the URL of this objectself self,CrunchVariable-method self,ShojiObject-method
Change the name of the current foldersetName
Change the name of the entities in a catalogsetNames setNames,ShojiCatalog-method
Change the order of entities in foldersetOrder
View and modify dataset-level settingssettings settings<-
Helper for switching between API keys and urlssetupCrunchAuth
Share a datasetshare
Mix-in class for multiple inheritance of variables and datasets.ShojiObject ShojiObject-class
Show methods for Crunch objectsshow show,AnalyticPalette-method show,AnalyticPalettes-method show,Categories-method show,Category-method show,CrunchAnalysisSlide-method show,CrunchCube-method show,CrunchDeck-method show,CrunchExpr-method show,CrunchGeography-method show,CrunchLogicalExpr-method show,CrunchMarkdownSlide-method show,CrunchSlide-method show,CrunchVariable-method show,DeckCatalog-method show,Insertion-method show,Insertions-method show,MultitableResult-method show,OrderGroup-method show,ShojiFolder-method show,ShojiObject-method
Modify cube missing behaviorcube-missingness hideMissing hideMissing,CrunchCube-method showIfAny showIfAny,CrunchCube-method showMissing showMissing,CrunchCube-method
Show transformations on a Crunch objectshowTransforms showTransforms,CategoricalVariable-method showTransforms,CrunchCube-method
Create sliding subvariable definitionsslideCategories
Add a new markdown slide to a deckmarkdownSlideImage newMarkdownSlide slideMarkdown slideMarkdown,CrunchMarkdownSlide-method slideMarkdown<- slideMarkdown<-,CrunchMarkdownSlide,character-method
Access the slides of a CrunchDeckslides slides,CrunchDeck-method slides<- slides<-,CrunchDeck-method
Schema for the 2017 Stack Overflow developer surveySO_schema
R users who responded to the 2017 Stack Overflow developer surveySO_survey
Set the streaming property of a datasetstreaming streaming<-
Subtotals and headingsare.Headings are.Subtotals Heading Heading-class is.Heading is.Subtotal Subtotal Subtotal-class subtotals subtotals,CrunchVariable-method subtotals,VariableTuple-method subtotals<- subtotals<-,CrunchVariable,ANY-method subtotals<-,CrunchVariable,NULL-method SubtotalsHeadings
Calculate the transforms from a CrunchCubeapplyTransforms subtotalArray subtotalArray,CrunchCube-method
Subvariables in Array VariablesSubvariables subvariables subvariables,ArrayVariable-method subvariables,CrunchVariable-method subvariables,VariableTuple-method Subvariables-class subvariables<- subvariables<-,ArrayVariable,ANY-method subvariables<-,ArrayVariable,Subvariables-method
Summary insertionsare.SummaryStats is.SummaryStat SummaryStat SummaryStat-class
Compute a Tab BooktabBook
TabBookResult and MultitableResult dimensiondim,TabBookResult-method tabbook-dim
Table function for Crunch objectstable
Share Crunch assets with a teamteam team,CrunchDeck-method team,CrunchFilter-method team,Multitable-method team<- team<-,CrunchDeck-method team<-,CrunchFilter-method team<-,Multitable-method
Set some global options temporarilytemp.option temp.options
Manipulate deck titlessubtitle subtitle,CrunchSlide-method subtitle<- subtitle<-,CrunchSlide-method subtitles subtitles,CrunchDeck-method subtitles,SlideCatalog-method subtitles<- subtitles<-,CrunchDeck-method subtitles<-,SlideCatalog-method title title,CrunchSlide-method title<- title<-,CrunchSlide-method titles titles,CrunchDeck-method titles,SlideCatalog-method titles<- titles<-,CrunchDeck-method titles<-,SlideCatalog-method
toJSON methods for Crunch objectsjsonprep jsonprep,AbstractCategories-method jsonprep,ANY-method jsonprep,OrderGroup-method jsonprep,ShojiOrder-method toJSON tojson-crunch
Generic method for converting objects to Crunch representationstoVariable toVariable,AsIs-method toVariable,character-method toVariable,CrunchVarOrExpr-method toVariable,Date-method toVariable,factor-method toVariable,haven_labelled-method toVariable,haven_labelled_spss-method toVariable,labelled-method toVariable,labelled_spss-method toVariable,logical-method toVariable,numeric-method toVariable,POSIXt-method toVariable,VariableDefinition-method
Transformations of variable and cube viewsTransforms transforms transforms,CrunchCube-method transforms,CrunchVariable-method transforms,VariableCatalog-method transforms,VariableTuple-method Transforms-class transforms<- transforms<-,CrunchCube,ANY-method transforms<-,CrunchCube,NULL-method transforms<-,CrunchCube,TransformsList-method transforms<-,CrunchVariable,NULL-method transforms<-,CrunchVariable,Transforms-method TransformsList TransformsList-class
Change Crunch variable typestype type,CrunchVariable-method type,VariableEntity-method type<- type<-,CrunchVariable-method
Split an array or multiple-response variable into its CategoricalVariablesunbind
Revoke a user's access to a datasetunshare
Get information about users who have access to a datasetusers users,CrunchDataset-method users,DatasetTuple-method users,ProjectFolder-method
Get and set Categories on Variablescategories categories,CategoricalArrayVariable-method categories,CategoricalVariable-method categories,CrunchVariable-method categories,VariableEntity-method categories,VariableTuple-method categories<- categories<-,CategoricalArrayVariable,ANY-method categories<-,CategoricalArrayVariable,Categories-method categories<-,CategoricalArrayVariable,character-method categories<-,CategoricalArrayVariable,numeric-method categories<-,CategoricalVariable,ANY-method categories<-,CategoricalVariable,Categories-method categories<-,CategoricalVariable,character-method categories<-,CategoricalVariable,numeric-method categories<-,CrunchVariable,ANY-method var-categories
Collection of Variables within a DatasetVariableCatalog VariableCatalog-class
Construct a variable definitionVarDef VariableDefinition
Get all variable metadata for a datasetvariableMetadata
Organize Variables within a DatasetVariableGroup VariableGroup-class VariableOrder VariableOrder-class
Access a catalog of variablesallVariables allVariables,CrunchDataset-method allVariables<- allVariables<-,CrunchDataset,VariableCatalog-method dataset-variables variables variables,CrunchCube-method variables,CrunchDataset-method variables,CubeDims-method variables,SearchResults-method variables,VariableFolder-method variables<- variables<-,CrunchDataset,VariableCatalog-method
Access the saved versions of a datasetversions
View a Crunch Object in the Web ApplicationwebApp
Get a dataset's weightVariablesweightVariables weightVariables,CrunchDataset-method weightVariables,VariableCatalog-method
Change which variables can be set as a dataset's weight.is.weightVariable is.weightVariable<- is.weightVariable<-,NumericVariable-method modifyWeightVariables weightVariables<- weightVariables<-,CrunchDataset-method
"which" method for CrunchLogicalExprwhich which,CrunchLogicalExpr-method
Context manager's "with" methodwith-context-manager with.contextManager
Write CSV to a compressed filewrite.csv.gz