Man pages for choonghyunryu/dlookr
Tools for Data Diagnosis, Exploration, Transformation
| binning | Binning the Numeric Data |
| binning_by | Optimal Binning for Scoring Modeling |
| binning_rgr | Binning by recursive information gain ratio maximization |
| Carseats | Sales of Child Car Seats |
| compare_category.data.frame | Compare categorical variables |
| compare_numeric.data.frame | Compare numerical variables |
| correlate.data.frame | Compute the correlation coefficient between two variable |
| cramer | Cramer's V statistic |
| describe.data.frame | Compute descriptive statistic |
| describe.tbl_dbi | Compute descriptive statistic |
| diagnose_category.data.frame | Diagnose data quality of categorical variables |
| diagnose_category.tbl_dbi | Diagnose data quality of categorical variables in the DBMS |
| diagnose.data.frame | Diagnose data quality of 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.data.frame | Diagnose outlier of numerical variables |
| diagnose_outlier.tbl_dbi | Diagnose outlier of numerical variables in the DBMS |
| diagnose_paged_report.data.frame | Reporting the information of data diagnosis |
| diagnose_paged_report.tbl_dbi | Reporting the information of data diagnosis for table of the... |
| diagnose_report.data.frame | Reporting the information of data diagnosis |
| diagnose_report.tbl_dbi | Reporting the information of data diagnosis for table of the... |
| diagnose_sparese.data.frame | Diagnosis of level combinations of categorical variables |
| diagnose.tbl_dbi | Diagnose data quality of variables in the DBMS |
| diagnose_web_report.data.frame | Reporting the information of data diagnosis with html |
| diagnose_web_report.tbl_dbi | Reporting the information of data diagnosis for table of the... |
| dlookr-deprecated | Deprecated functions in package 'dlookr' |
| dlookr_orange_paged | Generate paged HTML document |
| dlookr-package | dlookr: Tools for Data Diagnosis, Exploration, Transformation |
| dlookr_templ_html | dlookr HTML template |
| eda_paged_report.data.frame | Reporting the information of EDA |
| eda_paged_report.tbl_dbi | Reporting the information of EDA for table of the DBMS |
| eda_report.data.frame | Reporting the information of EDA |
| eda_report.tbl_dbi | Reporting the information of EDA for table of the DBMS |
| eda_web_report.data.frame | Reporting the information of EDA with html |
| eda_web_report.tbl_dbi | Reporting the information of EDA for table of the DBMS with... |
| entropy | Calculate the entropy |
| extract.bins | Extract bins from "bins" |
| 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 |
| flights | Flights data |
| get_class | Extracting a class of variables |
| get_column_info | Describe column of table in the DBMS |
| get_os | Finding Users Machine's OS |
| get_percentile | Finding percentile |
| get_transform | Transform a numeric vector |
| heartfailure | Heart Failure Data |
| import_google_font | Import Google Fonts |
| imputate_na | Impute Missing Values |
| imputate_outlier | Impute Outliers |
| jobchange | Job Change of Data Scientists |
| jsd | Jensen-Shannon Divergence |
| kld | Kullback-Leibler Divergence |
| kurtosis | Kurtosis of the data |
| normality.data.frame | Performs the Shapiro-Wilk test of normality |
| normality.tbl_dbi | Performs the Shapiro-Wilk test of normality |
| overview | Describe overview of data |
| performance_bin | Diagnose Performance Binned Variable |
| plot_bar_category.data.frame | Plot bar chart of categorical variables |
| plot.bins | Visualize Distribution for a "bins" object |
| plot_box_numeric.data.frame | Plot Box-Plot of numerical variables |
| plot.compare_category | Visualize Information for an "compare_category" Object |
| plot.compare_numeric | Visualize Information for an "compare_numeric" Object |
| plot.correlate | Visualize Information for an "correlate" Object |
| plot_correlate.data.frame | Visualize correlation plot of numerical data |
| plot_correlate.tbl_dbi | Visualize correlation plot of numerical data |
| plot_hist_numeric.data.frame | Plot histogram of numerical variables |
| plot.imputation | Visualize Information for an "imputation" Object |
| plot.infogain_bins | Visualize Distribution for an "infogain_bins" Object |
| 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.data.frame | Plot distribution information of numerical data |
| plot_normality.tbl_dbi | Plot distribution information of numerical data |
| plot.optimal_bins | Visualize Distribution for an "optimal_bins" Object |
| plot_outlier.data.frame | Plot outlier information of numerical data diagnosis |
| plot_outlier.target_df | Plot outlier information of target_df |
| plot_outlier.tbl_dbi | Plot outlier information of numerical data diagnosis in the... |
| plot.overview | Visualize Information for an "overview" Object |
| plot.performance_bin | Visualize Performance for an "performance_bin" Object |
| plot.pps | Visualize Information for an "pps" Object |
| plot_qq_numeric.data.frame | Plot Q-Q plot of numerical variables |
| 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 |
| pps | Compute Predictive Power Score |
| print.relate | Summarizing relate 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.correlate | Summarizing Correlation Coefficient |
| summary.imputation | Summarizing imputation information |
| summary.optimal_bins | Summarizing Performance for Optimal Bins |
| summary.overview | Summarizing overview information |
| summary.performance_bin | Summarizing Performance for Binned Variable |
| summary.pps | Summarizing Predictive Power Score |
| summary.transform | Summarizing transformation information |
| summary.univar_category | Summarizing univar_category information |
| summary.univar_numeric | Summarizing univar_numeric information |
| target_by.data.frame | Target by one variables |
| target_by.tbl_dbi | Target by one column in the DBMS |
| theil | Theil's U statistic |
| transform | Data Transformations |
| transformation_paged_report | Reporting the information of transformation |
| transformation_report | Reporting the information of transformation |
| transformation_web_report | Reporting the information of transformation with html |
| univar_category.data.frame | Statistic of univariate categorical variables |
| univar_numeric.data.frame | Statistic of univariate numerical variables |
