# Easy Data Wrangling

## Documentation for package ‘datawizard’ version 0.2.3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

adjust | Adjust data for the effect of other variable(s)
center | Centering (Grand-Mean Centering)
center.data.frame | Centering (Grand-Mean Centering)
center.numeric | Centering (Grand-Mean Centering)
centre | Centering (Grand-Mean Centering)
change_scale | Rescale Variables to a New Range
compact_character | Remove empty strings from character
compact_list | Remove empty elements from lists
convert_data_to_numeric | Convert data to numeric
convert_data_to_numeric.data.frame | Convert data to numeric
data_addprefix | Convenient dataframe manipulation functionalities
data_addsuffix | Convenient dataframe manipulation functionalities
data_adjust | Adjust data for the effect of other variable(s)
data_extract | Extract a single column or element from an object
data_findcols | Convenient dataframe manipulation functionalities
data_match | Find row indices of a data frame matching a specific condition
data_partition | Partition data into a test and a training set
data_relocate | Relocate (reorder) columns of a data frame
data_remove | Convenient dataframe manipulation functionalities
data_rename | Convenient dataframe manipulation functionalities
data_rename_rows | Convenient dataframe manipulation functionalities
data_reorder | Convenient dataframe manipulation functionalities
data_rescale | Rescale Variables to a New Range
data_rescale.data.frame | Rescale Variables to a New Range
data_rescale.grouped_df | Rescale Variables to a New Range
data_rescale.numeric | Rescale Variables to a New Range
data_restoretype | Restore the type of columns according to a reference data frame
data_to_long | Reshape (pivot) data from wide to long
data_to_numeric | Convert data to numeric
data_to_wide | Reshape (pivot) data from wide to long
data_transpose | Transpose a dataframe
degroup | Compute group-meaned and de-meaned variables
demean | Compute group-meaned and de-meaned variables
describe_distribution | Describe a distribution
describe_distribution.data.frame | Describe a distribution
describe_distribution.factor | Describe a distribution
describe_distribution.numeric | Describe a distribution
detrend | Compute group-meaned and de-meaned variables
extract | Extract a single column or element from an object
format_text | Convenient text formatting functionalities
is_empty_object | Check if object is empty
kurtosis | Compute Skewness and (Excess) Kurtosis
nhanes_sample | Sample dataset from the National Health and Nutrition Examination Survey
normalize | Normalize numeric variable to 0-1 range
normalize.data.frame | Normalize numeric variable to 0-1 range
normalize.grouped_df | Normalize numeric variable to 0-1 range
normalize.numeric | Normalize numeric variable to 0-1 range
print.parameters_kurtosis | Compute Skewness and (Excess) Kurtosis
print.parameters_skewness | Compute Skewness and (Excess) Kurtosis
ranktransform | (Signed) rank transformation
ranktransform.data.frame | (Signed) rank transformation
ranktransform.grouped_df | (Signed) rank transformation
ranktransform.numeric | (Signed) rank transformation
rescale_weights | Rescale design weights for multilevel analysis
reshape_ci | Reshape CI between wide/long formats
reshape_longer | Reshape (pivot) data from wide to long
reshape_wider | Reshape (pivot) data from wide to long
skewness | Compute Skewness and (Excess) Kurtosis
smoothness | Quantify the smoothness of a vector
standardise | Standardization (Z-scoring)
standardize | Standardization (Z-scoring)
standardize.data.frame | Standardization (Z-scoring)
standardize.factor | Standardization (Z-scoring)
standardize.numeric | Standardization (Z-scoring)
summary.parameters_kurtosis | Compute Skewness and (Excess) Kurtosis
summary.parameters_skewness | Compute Skewness and (Excess) Kurtosis
text_concatenate | Convenient text formatting functionalities
text_fullstop | Convenient text formatting functionalities
text_lastchar | Convenient text formatting functionalities
text_paste | Convenient text formatting functionalities
text_remove | Convenient text formatting functionalities
text_wrap | Convenient text formatting functionalities
to_numeric | Convert to Numeric (if possible)
unstandardise | Standardization (Z-scoring)
unstandardize | Standardization (Z-scoring)
unstandardize.data.frame | Standardization (Z-scoring)
unstandardize.numeric | Standardization (Z-scoring)
visualisation_recipe | Prepare objects for visualisation
winsorize | Winsorize data
winsorize.numeric | Winsorize data