Tools for Data Diagnosis, Exploration, Transformation

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Documentation for package ‘dlookr’ version 0.3.14

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

dlookr-package	dlookr: Tools for Data Diagnosis, Exploration, Transformation
binning	Binning the Numeric Data
binning_by	Optimal Binning for Scoring Modeling
compare_category	Compare categorical variables
compare_category.data.frame	Compare categorical variables
compare_numeric	Compare numerical variables
compare_numeric.data.frame	Compare numerical variables
correlate	Compute the correlation coefficient between two numerical data
correlate.data.frame	Compute the correlation coefficient between two numerical data
correlate.tbl_dbi	Compute the correlation coefficient between two numerical data
describe	Compute descriptive statistic
describe.data.frame	Compute descriptive statistic
describe.tbl_dbi	Compute descriptive statistic
diagnose	Diagnose data quality of variables
diagnose.data.frame	Diagnose data quality of variables
diagnose.tbl_dbi	Diagnose data quality of variables in the DBMS
diagnose_category	Diagnose data quality of categorical variables
diagnose_category.data.frame	Diagnose data quality of categorical variables
diagnose_category.tbl_dbi	Diagnose data quality of categorical variables in the DBMS
diagnose_numeric	Diagnose data quality of numerical variables
diagnose_numeric.data.frame	Diagnose data quality of numerical variables
diagnose_numeric.tbl_dbi	Diagnose data quality of numerical variables in the DBMS
diagnose_outlier	Diagnose outlier of numerical variables
diagnose_outlier.data.frame	Diagnose outlier of numerical variables
diagnose_outlier.tbl_dbi	Diagnose outlier of numerical variables in the DBMS
diagnose_report	Reporting the information of data diagnosis
diagnose_report.data.frame	Reporting the information of data diagnosis
diagnose_report.tbl_dbi	Reporting the information of data diagnosis for table of the DBMS
dlookr	dlookr: Tools for Data Diagnosis, Exploration, Transformation
eda_report	Reporting the information of EDA
eda_report.data.frame	Reporting the information of EDA
eda_report.tbl_dbi	Reporting the information of EDA for table of the DBMS
find_class	Extract variable names or indices of a specific class
find_na	Finding variables including missing values
find_outliers	Finding variables including outliers
find_skewness	Finding skewed variables
get_class	Extracting a class of variables
get_column_info	Describe column of table in the DBMS
get_os	Finding Users Machine's OS
imputate_na	Impute Missing Values
imputate_outlier	Impute Outliers
kurtosis	Kurtosis of the data
normality	Performs the Shapiro-Wilk test of normality
normality.data.frame	Performs the Shapiro-Wilk test of normality
normality.tbl_dbi	Performs the Shapiro-Wilk test of normality
plot.bins	Visualize Distribution for a "bins" object
plot.compare_category	Visualize Information for an "compare_category" Object
plot.compare_numeric	Visualize Information for an "compare_numeric" Object
plot.imputation	Visualize Information for an "imputation" Object
plot.optimal_bins	Visualize Distribution for an "optimal_bins" Object
plot.relate	Visualize Information for an "relate" Object
plot.transform	Visualize Information for an "transform" Object
plot.univar_category	Visualize Information for an "univar_category" Object
plot.univar_numeric	Visualize Information for an "univar_numeric" Object
plot_correlate	Visualize correlation plot of numerical data
plot_correlate.data.frame	Visualize correlation plot of numerical data
plot_correlate.tbl_dbi	Visualize correlation plot of numerical data
plot_na_hclust	Combination chart for missing value
plot_na_intersect	Plot the combination variables that is include missing value
plot_na_pareto	Pareto chart for missing value
plot_normality	Plot distribution information of numerical data
plot_normality.data.frame	Plot distribution information of numerical data
plot_normality.tbl_dbi	Plot distribution information of numerical data
plot_outlier	Plot outlier information of numerical data diagnosis
plot_outlier.data.frame	Plot outlier information of numerical data diagnosis
plot_outlier.tbl_dbi	Plot outlier information of numerical data diagnosis in the DBMS
print.bins	Summarizing Binned Variable
print.compare_category	Summarizing compare_category information
print.compare_numeric	Summarizing compare_numeric information
print.relate	Summarizing relate information
print.univar_category	Summarizing univar_category information
print.univar_numeric	Summarizing univar_numeric information
relate	Relationship between target variable and variable of interest
skewness	Skewness of the data
summary.bins	Summarizing Binned Variable
summary.compare_category	Summarizing compare_category information
summary.compare_numeric	Summarizing compare_numeric information
summary.imputation	Summarizing imputation information
summary.transform	Summarizing transformation information
summary.univar_category	Summarizing univar_category information
summary.univar_numeric	Summarizing univar_numeric information
target_by	Target by one variables
target_by.data.frame	Target by one variables
target_by.tbl_dbi	Target by one column in the DBMS
transform	Data Transformations
transformation_report	Reporting the information of transformation
univar_category	Statistic of univariate categorical variables
univar_category.data.frame	Statistic of univariate categorical variables
univar_numeric	Statistic of univariate numerical variables
univar_numeric.data.frame	Statistic of univariate numerical variables