Man pages for ekstroem/dataMaid
A Suite of Checks for Identification of Potential Errors in a Data Frame as Part of the Data Screening Process
| allCheckFunctions | Overview of all available checkFunctions |
| allClasses | Vector of all variable classes in 'dataMaid' |
| allSummaryFunctions | Overview of all available summaryFunctions |
| allVisualFunctions | Overview of all available visualFunctions |
| artData | Semi-artificial data about masterpieces of art |
| basicVisual | Produce distribution plots in the base R (graphics) style... |
| basicVisualCFLB | importFrom stats na.omit |
| bigPresidentData | Semi-artificial data about the US presidents (extended... |
| centralValue | summaryFunction for central values |
| check | Perform checks of potential errors in variable/dataset |
| checkFunction | Create an object of class checkFunction |
| checkResult | Create object of class checkResult |
| classes | Extract the contents of the attribute 'classes' |
| countMissing | Summary function for missing values |
| defaultCharacterChecks | Default checks for character variables |
| defaultCharacterSummaries | Default summary functions for character variables |
| defaultDateChecks | Default checks for Date variables |
| defaultDateSummaries | Default summary functions for Date variables |
| defaultFactorChecks | Default checks for factor variables |
| defaultFactorSummaries | Default summary functions for factor variables |
| defaultHavenlabelledChecks | Default checks for haven_labelled variables |
| defaultHavenlabelledSummaries | Default summary functions for haven_labelled variables |
| defaultIntegerChecks | Default checks for integer variables |
| defaultIntegerSummaries | Default summary functions for integer variables |
| defaultLabelledChecks | Default checks for labelled variables |
| defaultLabelledSummaries | Default summary functions for labelled variables |
| defaultLogicalChecks | Default checks for logical variables |
| defaultLogicalSummaries | Default summary functions for logical variables |
| defaultNumericChecks | Default checks for numeric variables |
| defaultNumericSummaries | Default summary functions for numeric variables |
| description | Extract the contents of the attribute 'description' |
| exampleData | Example data with zero-inflated variables |
| identifyCaseIssues | A checkFunction for identifying case issues |
| identifyLoners | A checkFunction for identifying sparsely represented values... |
| identifyMissing | A checkFunction for identifying miscoded missing values. |
| identifyNums | A checkFunction |
| identifyOutliers | A checkFunction for identifying outliers |
| identifyOutliersTBStyle | A checkFunction for identifying outliers Turkey Boxstole... |
| identifyWhitespace | A checkFunction for identifying whitespace |
| isCPR | Check if a variable consists of Danish CPR numbers |
| isKey | Check if a variable qualifies as a key |
| isSingular | Check if a variable only contains a single value |
| isSupported | Check if a variable has a class supported by dataMaid |
| makeCodebook | Produce a data codebook |
| makeDataReport | Produce a data report |
| messageGenerator | Produce a message for the output of a checkFunction |
| minMax | summaryFunction for minimum and maximum |
| presidentData | Semi-artificial data about the US presidents |
| quartiles | summaryFunction for quartiles |
| refCat | summaryFunction that finds reference level for factor... |
| render | Simplified Rmarkdown rendering |
| setChecks | Set check arguments for makeDataReport |
| setSummaries | Set summary arguments for makeDataReport |
| setVisuals | Set visual arguments for makeDataReport |
| standardVisual | Produce distribution plots using ggplot from ggplot2. |
| summarize | Summarize a variable/dataset |
| summaryFunction | Create an object of class summaryFunction |
| summaryResult | Create object of class summaryResult |
| tableVisual | Produce tables for the makeDataReport visualizations. |
| testData | Extended example data to test the features of dataMaid |
| toyData | Small example data to show the features of dataMaid |
| uniqueValues | summaryFunction for unique values |
| variableType | Summary function for original class |
| visualFunction | Create an object of class visualFunction |
| visualize | Produce distribution plots |
| whoami_available | Find out if the whoami package binaries is installed (git +... |
