Tools for Data Diagnosis, Exploration, Transformation


[Up] [Top]

Documentation for package ‘dlookr’ version 0.3.14

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