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crunch (version 1.31.3)

Crunch.io Data Tools

Description

The Crunch.io service 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.

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Version

Install

install.packages('crunch')

Monthly Downloads

705

Version

1.31.3

License

LGPL (>= 3)

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/Crunch-io/rcrunch

Homepage

https://crunch.io/r/crunch/

Maintainer

Greg Freedman Ellis

Last Published

July 28th, 2026

Functions in crunch (1.31.3)

Transforms-class

Transformations of variable and cube views

Add geodata metadata to a crunch variable

ShojiObject-class

Mix-in class for multiple inheritance of variables and datasets.

VariableOrder-class

Organize Variables within a Dataset

Subvariables-class

Subvariables in Array Variables

VariableCatalog-class

Collection of Variables within a Dataset

VariableDefinition

Construct a variable definition

SummaryStat-class

Summary insertions

Subtotals and headings

ShojiOrder-slots

Manipulate VariableGroup and VariableOrder

Add subvariable to an array

Add summary statistics to a CrunchCube

Convert Variables to local R objects

apply a function against a dimension

Manually trigger a pending append to a dataset

Add multiple variables to a dataset

Get and set slide analyses

Calculate the transforms from a CrunchCube

archive-and-publish

Get and set "archived" and "published" status of a dataset

Append one Crunch dataset to another

availableGeodataFeatures

Get the property features for available geographies

catalog-dataframes

as.data.frame method for catalog objects

See the appended batches of this dataset

Given a vector of values and elements, calculate the insertions

S3 method to concatenate Categories and Category objects

automation-undo

Undo behavior of a Crunch Automation Script

as.environment,CrunchDataset-method

as.environment method for CrunchDataset

compareDatasets

Compare two datasets to see how they will append

Remove batches from a dataset

buildDelimRegex

Build Regex to find delimited items.

Change to different folder

categoriesFromLevels

Convert a factor's levels into Crunch categories.

catalogToDataFrame

A utility to return a data.frame from a ShojiCatalog.

collapseCategories

Combine Categories in place

Check validity of margins

createWithPreparedData

Upload a prepared data.frame with metadata to Crunch

Combine categories or responses

Collapse an array from a CrunchCube by summing

checkInstalledPackages

Check if a user has packages installed

changeCategoryID

Change the id of a category for a categorical variable

conditionalTransform

Conditional transformation

Copy the folder structure from one dataset to another.

Give consent to do things that require permission

Copy a variable

Crunch API Keys

Crunch xtabs: Crosstab and otherwise aggregate variables in a Crunch Dataset

Create an empty dataset

createSubvarDeriv

Create subvariable derivation expressions

Copy the variable order from one dataset to another.

createWithMetadataAndFile

Make a dataset with metadata and a CSV

crunch_user_agent

Generate or extend the User-Agent string

is.VariableDefinition

Test whether a Crunch object belongs to a class

Crunch situation report

Work with CrunchCubes, MultitableResults, and TabBookResults

Make a CrunchBox

Univariate statistics on Crunch objects

Summary methods for Crunch Variables

crunch: Crunch.io Data Tools

Extract and modify Crunch objects

Calculate standardized residuals from a CrunchCube

Main Crunch API handling function

Get a catalog of datasets

cubeMeasureType

Get measure type of cube result

as.data.frame method for CrunchDataset

cut,DatetimeVariable-method

Cut a Datetime Crunch variable

cut,NumericVariable-method

Cut a numeric Crunch variable

Methods on Cube objects

Modify cube missing behavior

datasetReference

Get a Crunch object's dataset URL

View or set a dashboard URL

deleteSubvariables

Delete subvariables from an array

Delete a Crunch object from the server

Manipulate deck titles

deleteVariables

Delete Variables Within a Dataset

Get and set names, aliases on Catalog-type objects

Delete a dataset from the dataset list

Get or set a derived variable's expression

Make a Categorical Array or Multiple Response variable

describe-entity

Name, alias, and description for Crunch objects

Get a dataset's DeckCatalog

ensureValidCase

Validate case statements for case variables

Indicate how categories represent a dichotomized value

"duplicated" method for Crunch objects

Permanently delete rows from a dataset

dimension-comparison-pairwise

Pairwise column and row comparison

dimension-comparison

Column and row comparison

Get HTML for embedding a CrunchBox

Collapse an array from a CrunchCube by summing across dimensions to remove

Dataset dimensions

Get/set options (user-specified, in environment, or in R options)

Construct Crunch Expressions from Crunch Database Functions

expressions-internal

Crunch expressions internal

View and set exclusion filters

Get or set a dataset's filters

Export a Crunch Deck

Export a dataset to a file

Rearrange array subvariables

Escape a regular expression

Remove nesting of groups within an order/group

Expression to fill a variable from another

Find and move entities to a new folder

Create a fork of a dataset

Fortify crunch objects for use with ggplot

CrunchGeography-class

Geography properties for crunch variables

Retrieve your teams

getAccountUserCatalog

Find all users on your account

Get dimension type

HTTP methods for communicating with the Crunch API

forceVariableCatalog

Force variables catalog to be loaded

Calculate an index table for a CrunchCube

Check if a package has a function installed

Hide/Unhide or Privatize/Deprivatize Variables

Read and set edit privileges

Add columns from one dataset to another, joining on a key

Get grouped or ungrouped OrderGroups

handleAPIresponse

Do the right thing with the HTTP response

View and modify the "public" attribute of artifacts

Lock and unlock a dataset for editing

Check that a value is TRUE or FALSE

generateWeightEntry

Generate entry for makeWeight

generateNumCutLabels

Generate Labels for the cut function

Load a Crunch Dataset

Get the names of datasets in a project

grab column names for subsetting crdfs

grab row indicators for subsetting crdfs

Length of Crunch objects

makeCaseVariable

Make a case variable

DEPRECATED! Authenticate with the Crunch API

is-na-categories

is.na for Categories

interactVariables

Create a variable by interacting categorical variables

Convert a child class of Insertion into a proper Insertion

makeDimTransform

Helper for creating slide dimension transformations for dashboards and exports

makeCaseWhenVariable

Create a categorical or numeric variable based on conditions

Generate a weight variable

Match categories with features from geodata

Make a map of margins

margin-translation

Convert from user margins to real cube margins or vice versa

Create Multiple Response Variable from Delimited lists

Manage access to datasets and other objects

Multitable entities for a dataset

Omit missing categories

Upload data to Crunch to make a new dataset

weightVariables<-

Change which variables can be set as a dataset's weight.

Functions to manipulate variables' or project's folder structure

newDatasetFromFile

Upload a file to Crunch to make a new dataset

newDatasetByColumn

Upload a data.frame column-by-column to make a new dataset

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

Merge changes to a dataset from a fork

Merge a CrunchDataFrame

newExampleDataset

Import a fixture dataset for testing

Remove transformations from a CrunchCube

Create a new folder

Create a new Multitable

notifyIfNewVersion

See if there's a new version of the package on GitHub

Add a new markdown slide to a deck

Create a new filter

Create an empty Crunch Deck

Append a new slide to a Crunch Deck

List project folders

Get a fresh copy from the server

preCrunchBoxCheck

Check if a dataset will make a good CrunchBox

Get and set VariableOrder

Get the palettes from a crunch object

Reassign all Crunch objects from a user

Get and set the market size for Crunch datasets

prepareDataForCrunch

Translate a data.frame to Crunch format

Get the pending streams for a dataset

Check a Crunch progress URL until it finishes

Get and set the primary key for a Crunch dataset

Methods for Datetime variable resolutions

Create variables based on row-wise functions for crunch Multiple Response Variables

Create variables useful for determining whether a row's values are suspicious

Restore a dataset to a previously saved version

replaceCharWithNumeric

Transform character vectors into indices

Delete a folder

Reorder slides in a CrunchDeck

removeEmptyGroups

Remove OrderGroups with no entities

replaceMissingWithTRUE

Replace missing elements with TRUE

Search Crunch for datasets.

Get the URL of this object

Get various catalogs for your Crunch session

Create a new saved version

runCrunchAutomation

Run a crunch automation script

Score similarity between a feature dataframe and categories

Crunch Automation scripts entities for a dataset

Change which server to point to

setupCrunchAuth

Helper for switching between API keys and urls

Change the name of the entities in a catalog

Change the order of entities in folder

Change the name of the current folder

Make a prose list

session-extract

Extract catalogs from a Session object

setMultiEntitySlots

setter for Crunch objects that allows a single request to update multiple parts of an entity

View and modify dataset-level settings

setEntitySlotWrapBody

Setter for Crunch objects that wraps in a "body"

Base setter for Crunch objects

set_crunch_config

Set or modify general Crunch API request configuration

Share a dataset

Get the body of a Catalog

Show transformations on a Crunch object

shojifyDatasetMetadata

Wrap variable metadata inside a dataset entity

Set the streaming property of a dataset

Show methods for Crunch objects

Access the slides of a CrunchDeck

slideCategories

Create sliding subvariable definitions

Get a resource URL from a Shoji Object

skipMissingCategories

Handle missing categories in CrunchCube

Stream data to a Crunch dataset

toJSON methods for Crunch objects

Set some global options temporarily

TabBookResult and MultitableResult dimension

Add an auth token manually

Table function for Crunch objects

Compute a Tab Book

Share Crunch assets with a team

subtypeInsertion

Convert from Insertion to Insertion subtypes

Generic method for converting objects to Crunch representations

Change Crunch variable types

Split an array or multiple-response variable into its CategoricalVariables

Extract the email from a User Entity

translateCubeIndex

Translate user facing cube subset to programmatic cube subset

Get and set Categories on Variables

translateHidden

Translate provided index to an index which accounts for hidden categories.

Revoke a user's access to a dataset

Get information about users who have access to a dataset

urls,ShojiCatalog-method

Get the URLs contained in a Catalog or Order object

Methods for ShojiTuples

validateNamesInDims

error iff the names are not a dimension in the cube provided

Write CSV to a compressed file

"which" method for CrunchLogicalExpr

Access the saved versions of a dataset

with-context-manager

Context manager's "with" method

Access a catalog of variables

Dataset weights

weightVariables

Get a dataset's weightVariables

as.* methods for variables

variableMetadata

Get all variable metadata for a dataset

View a Crunch Object in the Web Application

writePreparedData

Persist to disk a prepared data.frame and metadata

Schema for the 2017 Stack Overflow developer survey

Context managers

CrunchVariable-class

Variables in Crunch

CrunchDataset-class

Crunch Datasets

Insertions-class

Insert categories in transformations

CrunchDataFrame

CrunchDataFrame

Categories-class

Categories in CategoricalVariables

AbstractCategories-class

Abstract categories

R users who responded to the 2017 Stack Overflow developer survey

DatasetOrder-class

Organize Datasets