R: Exploratory Data Analysis and Data Preparation Tool-Box

# Exploratory Data Analysis and Data Preparation Tool-Box

## Documentation for package ‘funModeling’ version 1.9.6

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

funModeling-package | funModeling: Exploratory data analysis, data preparation and model performance
auto_grouping | Reduce cardinality in categorical variable by automatic grouping
categ_analysis | Profiling analysis of categorical vs. target variable
compare_df | Compare two data frames by keys
concatenate_n_vars | Concatenate 'N' variables
convert_df_to_categoric | Convert every column in a data frame to character
coord_plot | Coordinate plot
correlation_table | Get correlation against target variable
cross_plot | Cross-plotting input variable vs. target variable
data_country | People with flu data
data_golf | Play golf
data_integrity | Data integrity
data_integrity_model | Check data integrity model
desc_groups | Profiling categorical variable
desc_groups_rank | Profiling categorical variable (rank)
df_status | Get a summary for the given data frame (o vector).
discretize_df | Discretize a data frame
discretize_get_bins | Get the data frame thresholds for discretization
discretize_rgr | Variable discretization by gain ratio maximization
entropy_2 | Computes the entropy between two variables
equal_freq | Equal frequency binning
export_plot | Export plot to jpeg file
fibonacci | Fibonacci series
freq | Frequency table for categorical variables
funModeling | funModeling: Exploratory data analysis, data preparation and model performance
gain_lift | Generates lift and cumulative gain performance table and plot
gain_ratio | Gain ratio
get_sample | Sampling training and test data
hampel_outlier | Hampel Outlier Threshold
heart_disease | Heart Disease Data
information_gain | Information gain
infor_magic | Computes several information theory metrics between two vectors
metadata_models | Metadata models data integrity
plotar | Correlation plots
plot_num | Plotting numerical data
prep_outliers | Outliers Data Preparation
profiling_num | Profiling numerical data
range01 | Transform a variable into the [0-1] range
status | Get a summary for the given data frame (o vector).
tukey_outlier | Tukey Outlier Threshold
var_rank_info | Importance variable ranking based on information theory
v_compare | Compare two vectors