Analysis Of Categorical Data With R -

: Provides advanced tools for visualizing categorical data, including mosaic and association plots. confreq : Designed for Configural Frequency Analysis (CFA).

: Specialized for working with factors and reordering levels. Analysis of categorical data with R

: By default, R orders levels alphabetically. For ordinal data (e.g., "Low", "Medium", "High"), you can define a specific order using the levels argument in factor() or functions in the forcats package . Descriptive Statistics : Provides advanced tools for visualizing categorical data,

: Used for analyzing associations in multi-way contingency tables. Recommended Packages Analysis of categorical data with R

In R, categorical data is stored using the factor class. While string variables can be treated as text, converting them to factors ensures they are correctly interpreted in statistical models.