crunch v1.27.7

Monthly downloads

by Greg Freedman Ellis View Source

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.

Functions in crunch

Name	Description
CrunchVariable-class	Variables in Crunch
DatasetOrder-class	Organize Datasets
Categories-class	Categories in CategoricalVariables
CrunchDataset-class	Crunch Datasets
Insertions-class	Insert categories in transformations
ContextManager	Context managers
VariableOrder-class	Organize Variables within a Dataset
AbstractCategories-class	Abstract categories
SO_survey	R users who responded to the 2017 Stack Overflow developer survey
appendDataset	Append one Crunch dataset to another
SO_schema	Schema for the 2017 Stack Overflow developer survey
Subtotal-class	Subtotals and headings
CrunchDataFrame	CrunchDataFrame
VariableCatalog-class	Collection of Variables within a Dataset
appendStream	Manually trigger a pending append to a dataset
c-categories	S3 method to concatenate Categories and Category objects
buildDelimRegex	Build Regex to find delimited items.
Subvariables-class	Subvariables in Array Variables
addVariables	Add multiple variables to a dataset
SummaryStat-class	Summary insertions
availableGeodataFeatures	Get the property features for available geographies
batches	See the appended batches of this dataset
filter	Get and set slide analyses
ShojiObject-class	Mix-in class for multiple inheritance of variables and datasets.
ShojiOrder-slots	Manipulate VariableGroup and VariableOrder
addGeoMetadata	Add geodata metadata to a crunch variable
as.environment,CrunchDataset-method	as.environment method for CrunchDataset
subtotalArray	Calculate the transforms from a CrunchCube
VariableDefinition	Construct a variable definition
cd	Change to different folder
categoriesFromLevels	Convert a factor's levels into Crunch categories.
copyOrderGroup	Copy the order of a VariableGroup (or individual variable URL) from VariableOrder
applyAgainst	apply a function against a dimension
Transforms-class	Transformations of variable and cube views
archive-and-publish	Get and set "archived" and "published" status of a dataset
cube-residuals	Calculate standardized residuals from a CrunchCube
copyVariable	Copy a variable
cubeMeasureType	Get measure type of cube result
addSubvariable	Add subvariable to an array
dimension-comparison-pairwise	Pairwise column and row comparison
dimension-comparison	Column and row comparison
addSummaryStat	Add summary statistics to a CrunchCube
calcInsertions	Given a vector of values and elements, calculate the insertions
copyFolders	Copy the folder structure from one dataset to another.
check_margins	Check validity of margins
as-vector	Convert Variables to local R objects
automation-undo	Undo behavior of a Crunch Automation Script
cleanseBatches	Remove batches from a dataset
showMissing	Modify cube missing behavior
cube-computing	Work with CrunchCubes, MultitableResults, and TabBookResults
conditionalTransform	Conditional transformation
consent	Give consent to do things that require permission
dimensions	Methods on Cube objects
crunch_user_agent	Generate or extend the User-Agent string
copyOrder	Copy the variable order from one dataset to another.
deleteDataset	Delete a dataset from the dataset list
deleteSubvariables	Delete subvariables from an array
calcTransforms	Calculate transforms for an array
ensureValidCase	Validate case statements for case variables
dropRows	Permanently delete rows from a dataset
filters	Get or set a dataset's filters
flipArrays	Rearrange array subvariables
flattenOrder	Remove nesting of groups within an order/group
hiddenFolder	Hide/Unhide or Privatize/Deprivatize Variables
displaySettings	Get or set a slide's display settings
catalog-dataframes	as.data.frame method for catalog objects
envOrOption	Grab either env variable or option
fillExpr	Expression to fill a variable from another
collapseCategories	Combine Categories in place
changeCategoryID	Change the id of a category for a categorical variable
checkInstalledPackages	Check if a user has packages installed
catalogToDataFrame	A utility to return a data.frame from a ShojiCatalog.
compareDatasets	Compare two datasets to see how they will append
combine	Combine categories or responses
crunchAPI	Main Crunch API handling function
grabRowInd	grab row indicators for subsetting crdfs
crunchBox	Make a CrunchBox
datasetReference	Get a Crunch object's dataset URL
dataset-to-R	as.data.frame method for CrunchDataset
createDataset	Create an empty dataset
createWithPreparedData	Upload a prepared data.frame with metadata to Crunch
createWithMetadataAndFile	Make a dataset with metadata and a CSV
crtabs	Crunch xtabs: Crosstab and otherwise aggregate variables in a Crunch Dataset
aliases	Get and set names, aliases on Catalog-type objects
http-methods	HTTP methods for communicating with the Crunch API
deriveArray	Make a Categorical Array or Multiple Response variable
joinDatasets	Add columns from one dataset to another, joining on a key
grouped	Get grouped or ungrouped OrderGroups
crunch-extract	Extract and modify Crunch objects
cut,DatetimeVariable-method	Cut a Datetime Crunch variable
collapse_dims	Collapse an array from a CrunchCube by summing
owner	Get and set the owner of a dataset
is.VariableDefinition	Test whether a Crunch object belongs to a class
dashboard	View or set a dashboard URL
describe-entity	Name, alias, and description for Crunch objects
crunch-summary	Summary methods for Crunch Variables
datasets	Get a catalog of datasets
length	Length of Crunch objects
cut,NumericVariable-method	Cut a numeric Crunch variable
dichotomize	Indicate how categories represent a dichotomized value
getTeams	Retrieve your teams
folder	Find and move entities to a new folder
titles	Manipulate deck titles
forkDataset	Create a fork of a dataset
crunch	Crunch.io: instant, visual, collaborative data analysis
createSubvarDeriv	Create subvariable derivation expressions
crunch-uni	Univariate statistics on Crunch objects
is-na-categories	is.na for Categories
exclusion	View and set exclusion filters
escapeRegex	Escape a regular expression
duplicated	"duplicated" method for Crunch objects
deleteVariables	Delete Variables Within a Dataset
derivation	Get or set a derived variable's expression
exportDataset	Export a dataset to a file
exportDeck	Export a Crunch Deck
embedCrunchBox	Get HTML for embedding a CrunchBox
fortify	Fortify crunch objects for use with ggplot
getAccountUserCatalog	Find all users on your account
generateNumCutLabels	Generate Labels for the cut function
index.table	Calculate an index table for a CrunchCube
interactVariables	Create a variable by interacting categorical variables
is-public	View and modify the "public" attribute of artifacts
makeInteractions	Make case statements that define the interaction of two or more other variables
lock	Lock and unlock a dataset for editing
makeArrayGadget	Array builder
makeCaseVariable	Make a case variable
loadDataset	Load a Crunch Dataset
merge	Merge a CrunchDataFrame
mergeFork	Merge changes to a dataset from a fork
getDimTypes	Get dimension type
grabColNames	grab column names for subsetting crdfs
decks	Get a dataset's DeckCatalog
makeWeight	Generate a weight variable
makeMarginMap	Make a map of margins
delete	Delete a Crunch object from the server
ncol	Dataset dimensions
newDeck	Create an empty Crunch Deck
margin-translation	Convert from user margins to real cube margins or vice versa
newDatasetByColumn	Upload a data.frame column-by-column to make a new dataset
newExampleDataset	Import a fixture dataset for testing
pendingStream	Get the pending streams for a dataset
multitables	Multitable entities for a dataset
refresh	Get a fresh copy from the server
pk	Get and set the primary key for a Crunch dataset
matchCatToFeat	Match categories with features from geodata
makeMRFromText	Create Multiple Response Variable from Delimited lists
listDatasetGadget	Open dataset selector
removeEmptyGroups	Remove OrderGroups with no entities
dimSums	Collapse an array from a CrunchCube by summing across dimensions to remove
newDatasetFromFile	Upload a file to Crunch to make a new dataset
mv	Functions to manipulate variables' or project's folder structure
expressions	Construct Crunch Expressions from Crunch Database Functions
expressions-internal	Crunch expressions internal
noTransforms	Remove transformations from a CrunchCube
generateWeightEntry	Generate entry for makeWeight
resetPassword	Reset your password
replaceMissingWithTRUE	Replace missing elements with TRUE
scripts	Crunch Automation scripts entities for a dataset
notifyIfNewVersion	See if there's a new version of the package on GitHub
listDatasets	Get the names of datasets in a project
preCrunchBoxCheck	Check if a dataset will make a good CrunchBox
searchDatasets	Search Crunch for datasets.
na.omit	Omit missing categories
prepareDataForCrunch	Translate a data.frame to Crunch format
rmdir	Delete a folder
CrunchGeography-class	Geography properties for crunch variables
resolution	Methods for Datetime variable resolutions
setNames	Change the name of the entities in a catalog
tojson-crunch	toJSON methods for Crunch objects
setOrder	Change the order of entities in folder
translateCubeIndex	Translate user facing cube subset to programmatic cube subset
newDataset	Upload data to Crunch to make a new dataset
owners	See who owns these datasets
tokenAuth	Add an auth token manually
translateHidden	Translate provided index to an index which accounts for hidden categories.
ordering	Get and set VariableOrder
restoreVersion	Restore a dataset to a previously saved version
self	Get the URL of this object
var-categories	Get and set Categories on Variables
setEntitySlotWrapBody	Setter for Crunch objects that wraps in a "body"
as.Text	as.* methods for variables
handleAPIresponse	Do the right thing with the HTTP response
is.editor	Read and set edit privileges
hasFunction	Check if a package has a function installed
makeCaseWhenVariable	Create a categorical or numeric variable based on conditions
setName	Change the name of the current folder
is.TRUEorFALSE	Check that a value is TRUE or FALSE
makeInsertion	Convert a child class of Insertion into a proper Insertion
rowCount	Create variables based on row-wise functions for crunch Multiple Response Variables
settings	View and modify dataset-level settings
set_crunch_config	Set or modify general Crunch API request configuration
email	Extract the email from a User Entity
streamRows	Stream data to a Crunch dataset
slides	Access the slides of a CrunchDeck
is.weight<-	Dataset weights
share	Share a dataset
weightVariables	Get a dataset's weightVariables
write.csv.gz	Write CSV to a compressed file
urls,ShojiCatalog-method	Get the URLs contained in a Catalog or Order object
writePreparedData	Persist to disk a prepared data.frame and metadata
me	My user entity
index	Get the body of a Catalog
team	Share Crunch assets with a team
table	Table function for Crunch objects
unshare	Revoke a user's access to a dataset
unbind	Split an array or multiple-response variable into its CategoricalVariables
login	Authenticate with the Crunch API
webApp	View a Crunch Object in the Web Application
versions	Access the saved versions of a dataset
logout	Kill the active Crunch session
show	Show methods for Crunch objects
setCrunchAPI	Change which server to point to
showTransforms	Show transformations on a Crunch object
tabBook	Compute a Tab Book
serialPaste	Make a prose list
setEntitySlot	Base setter for Crunch objects
members	Manage access to datasets and other objects
weightVariables<-	Change which variables can be set as a dataset's weight.
moveLastElement	Move and delete last element of a vector This moves the last element of a vector to an index, then deletes the last element, it is broken out for testing purposes
users	Get information about users who have access to a dataset
tabbook-dim	TabBookResult and MultitableResult dimension
validateNamesInDims	error iff the names are not a dimension in the cube provided
newFilter	Create a new filter
newMultitable	Create a new Multitable
variableMetadata	Get all variable metadata for a dataset
variables	Access a catalog of variables
newProject	Create a new project
newSlide	Append a new slide to a Crunch Deck
projects	Get the project catalog
reassignUser	Reassign all Crunch objects from a user
rowDistinct	Create variables useful for determining whether a row's values are suspicious
session-extract	Extract catalogs from a Session object
slideCategories	Create sliding subvariable definitions
runCrunchAutomation	Run a crunch automation script
skipMissingCategories	Handle missing categories in CrunchCube
session	Get various catalogs for your Crunch session
pollProgress	Check a Crunch progress URL until it finishes
popSize	Get and set the market size for Crunch datasets
reorderSlides	Reorder slides in a CrunchDeck
replaceCharWithNumeric	Transform character vectors into indices
saveVersion	Create a new saved version
scoreCatToFeat	Score similarity between a feature dataframe and categories
temp.options	Set some global options temporarily
shojiURL	Get a resource URL from a Shoji Object
shojifyDatasetMetadata	Wrap variable metadata inside a dataset entity
toVariable	Generic method for converting objects to Crunch representations
streaming	Set the streaming property of a dataset
entity	Methods for ShojiTuples
subtypeInsertion	Convert from Insertion to Insertion subtypes
which	"which" method for CrunchLogicalExpr
type	Change Crunch variable types
with-context-manager	Context manager's "with" method
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Vignettes of crunch

Name
images/WantWorkMRReodered.png
images/crunch-companySize-screen.png
images/crunch-importantHiringCA.png
images/manning_knowledge_subtotals.png
images/obama_headings.png
abstract-categories.Rmd
analyze.Rmd
array-variables.Rmd
crunch-internals.Rmd
crunch.Rmd
derive.Rmd
economist.RData
export.Rmd
filters.Rmd
fork-and-merge.Rmd
projects.Rmd
subtotals.Rmd
variable-order.Rmd
variables.Rmd
vignettes.RData
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Last month downloads

Details

Type	Package
URL	https://crunch.io/r/crunch/, https://github.com/Crunch-io/rcrunch
BugReports	https://github.com/Crunch-io/rcrunch/issues
License	LGPL (>= 3)
VignetteBuilder	knitr
Language	en-US
Encoding	UTF-8
RoxygenNote	7.1.1
LazyData	true
Collate	'AllClasses.R' 'AllGenerics.R' 'variable-definition.R' 'R-to-variable.R' 'SO-survey.R' 'abstract-categories.R' 'abstract-category.R' 'add-subvariable.R' 'add-variable.R' 'api.R' 'append-dataset.R' 'archive-and-publish.R' 'as-data-frame.R' 'as-vector.R' 'auth.R' 'automation.R' 'batches.R' 'case-variables.R' 'case-when-variable.R' 'categories.R' 'category.R' 'change-category-id.R' 'combine-categories.R' 'compare-categories.R' 'compare-datasets.R' 'compare-subvariables.R' 'compare-variables.R' 'compare.R' 'conditional-transform.R' 'consent.R' 'context-manager.R' 'copy.R' 'crunch-data-frame.R' 'crunch.R' 'crunchbox.R' 'cube-collapse-dimensions.R' 'cube-dims.R' 'cube-index-table.R' 'cube-query.R' 'cube-residuals.R' 'cube-result.R' 'cube-subset.R' 'transform.R' 'cube-transforms.R' 'cube-variables.R' 'cut.R' 'dataset-catalog.R' 'dataset-extract.R' 'dataset-order.R' 'dataset-reference.R' 'dataset-stream.R' 'dataset-update.R' 'dataset.R' 'datetime.R' 'shoji-catalog.R' 'decks.R' 'delete.R' 'dichotomize.R' 'drop-rows.R' 'edit-lock.R' 'export-dataset.R' 'expressions.R' 'fill-variable.R' 'filters.R' 'folders.R' 'fork-and-merge.R' 'formula.R' 'gadgets.R' 'geo.R' 'get-datasets.R' 'github.R' 'hide-variables.R' 'insertions.R' 'interact.R' 'join-dataset.R' 'json.R' 'length.R' 'make-array.R' 'members.R' 'merge-crunch-data-frame.R' 'misc.R' 'multitables.R' 'new-dataset.R' 'ordering.R' 'permission-catalog.R' 'permissions.R' 'show.R' 'pretty-print.R' 'private-variables.R' 'progress.R' 'project-folder.R' 'projects.R' 'rowwise.R' 'search.R' 'session.R' 'share.R' 'shoji-entity.R' 'shoji-folder.R' 'shoji-order-slots.R' 'shoji-order.R' 'shoji.R' 'slides.R' 'sliding-categories.R' 'subtotals-and-headings.R' 'subvariables.R' 'summary-insertions.R' 'tab-book.R' 'teams.R' 'transform-calculate.R' 'tuple.R' 'univariate.R' 'user-info.R' 'user.R' 'variable-as-methods.R' 'variable-catalog.R' 'variable-derivation.R' 'variable-folder.R' 'variable-metadata.R' 'variable-order.R' 'variable-summary.R' 'variable-type.R' 'variable-update.R' 'variable.R' 'variables.R' 'versions.R' 'weight.R' 'zcl.R'
NeedsCompilation	no
Packaged	2021-02-01 23:41:44 UTC; gregfreedmanellis
Repository	CRAN
Date/Publication	2021-02-02 10:50:11 UTC

imports	abind , crayon , curl , grDevices , httpcache (>= 0.1.4) , httr (>= 1.0.0) , jsonlite (>= 0.9.15) , methods
suggests	covr , crunchy , devtools , haven , httptest (>= 3.0.0) , keyring , knitr , lintr , magrittr , rmarkdown , rstudioapi , spelling , styler , testthat (>= 2.0.0) , withr
depends	R (>= 3.0.0)
Contributors	Neal Richardson, Gordon Shotwell, Mike Malecki, Jonathan Keane