Compute the correlation coefficient between two numerical data
Compare categorical variables
Binning the Numeric Data
Compute the correlation coefficient between two numerical data
Optimal Binning for Scoring Modeling
Compare numerical variables
Compute descriptive statistic
dlookr: Tools for Data Diagnosis, Exploration, Transformation
Compute descriptive statistic
Diagnosis of level combinations of categorical variables
Diagnose data quality of categorical variables
diagnose_category.tbl_dbi
Diagnose data quality of categorical variables in the DBMS
Calculate the entropy
Diagnose data quality of numerical variables
Diagnose data quality of numerical variables in the DBMS
Diagnose data quality of variables in the DBMS
Extract bins from "bins"
Diagnose data quality of variables
Kullback-Leibler Divergence
Jensen-Shannon Divergence
Diagnose outlier of numerical variables
Kurtosis of the data
Performs the Shapiro-Wilk test of normality
Finding variables including outliers
Reporting the information of data diagnosis
Finding skewed variables
Reporting the information of data diagnosis for table of the DBMS
Performs the Shapiro-Wilk test of normality
Visualize Information for an "univar_category" Object
Finding percentile
Finding Users Machine's OS
Visualize Information for an "univar_numeric" Object
Visualize Information for an "compare_category" Object
Finding variables including missing values
Reporting the information of EDA for table of the DBMS
Extract variable names or indices of a specific class
Reporting the information of EDA
Impute Outliers
Describe overview of data
Impute Missing Values
Diagnose Performance Binned Variable
Job Change of Data Scientists
Import Liberation Sans Narrow fonts
Visualize Information for an "compare_numeric" Object
Visualize Information for an "relate" Object
Diagnose outlier of numerical variables in the DBMS
Visualize Information for an "overview" Object
Visualize Distribution for a "bins" object
Visualize Performance for an "performance_bin" Object
Plot outlier information of target_df
Transform a numeric vector
Extracting a class of variables
Describe column of table in the DBMS
Heart Failure Data
Summarizing compare_numeric information
Combination chart for missing value
Plot outlier information of numerical data diagnosis in the DBMS
Plot the combination variables that is include missing value
Summarizing Binned Variable
Visualize Information for an "imputation" Object
Summarizing compare_category information
Visualize correlation plot of numerical data
Visualize correlation plot of numerical data
Visualize Information for an "transform" Object
Plot Q-Q plot of numerical variables
Target by one column in the DBMS
Target by one variables
Visualize Distribution for an "optimal_bins" Object
Plot bar chart of categorical variables
Plot distribution information of numerical data
Plot Box-Plot of numerical variables
Summarizing Performance for Optimal Bins
Summarizing relate information
Summarizing overview information
Plot distribution information of numerical data
Pareto chart for missing value
Plot outlier information of numerical data diagnosis
Relationship between target variable and variable of interest
Summarizing imputation information
Summarizing univar_category information
Skewness of the data
Summarizing univar_numeric information
Data Transformations
Summarizing Performance for Binned Variable
Summarizing transformation information
Reporting the information of transformation
Statistic of univariate categorical variables
Statistic of univariate numerical variables