# Tools for Data Diagnosis, Exploration, Transformation

## Documentation for package ‘dlookr’ version 0.3.9

- 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
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 | Imputate Missing values
imputate_outlier | Imputate Outliers
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 an "bins" 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_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_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.relate | Summarizing relate information
relate | Relationship between target variable and variable of interest
summary.bins | Summarizing Binned Variable
summary.imputation | Summarizing imputation information
summary.transform | Summarizing transformation 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