Automatic Exploratory Data Analysis

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Documentation for package ‘EDAForge’ version 0.1.1

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

Help Pages

auto_eda	Automatic Exploratory Data Analysis
auto_plot	Automatic Plot
bar_plot	Bar Plot
box_plot	Box Plot
categorical_plot	Categorical Plot
categorical_summary	Categorical Summary
cluster_analysis	Cluster Analysis
cluster_dendrogram	Hierarchical Clustering Dendrogram
cluster_elbow	Elbow Method
cluster_plot	Cluster Plot
cluster_silhouette	Silhouette Plot
correlation_analysis	Correlation Analysis
correlation_network	Correlation Network
correlation_plot	Correlation Heatmap
correlation_test	Pairwise Correlation Tests
create_report	Create EDAForge Report
density_plot	Density Plot
export_excel	Export Report to Excel
export_numeric_summary	Export Numeric Summary
histogram_plot	Histogram Plot
html_report	Export HTML Report
missing_heatmap	Missing Values Heatmap
missing_pattern	Missing Value Pattern
missing_summary	Missing Value Summary
numeric_summary	Numeric Summary
outlier_detection	Outlier Detection
outlier_summary	Outlier Summary
outlier_values	Outlier Values
pair_plot	Pair Plot
pca_analysis	Principal Component Analysis
pca_biplot	PCA Biplot
pca_individual_plot	PCA Individual Plot
pca_scree_plot	Scree Plot
pca_variable_plot	PCA Variable Plot
pdf_report	Export PDF Report
plot_missing	Missing Values Plot
plot_outliers	Plot Outliers
print.AutoEDAReport	Print EDAForge Report
print.CategoricalSummary	Print Categorical Summary
print.ClusterResult	Print Cluster Analysis Result
print.CorrelationMatrix	Print Correlation Matrix
print.MissingSummary	Print Missing Summary
print.NumericSummary	Print Numeric Summary
print.OutlierSummary	Print Outlier Summary
print.PCAResult	Print PCA Result
scatter_plot	Scatter Plot
summary_data	Dataset Summary
theme_autoeda	EDAForge Theme
word_report	Export Word Report