convert: Convert Sequence Data to Various Formats

In codyna: Complex Dynamic Systems

Convert Sequence Data to Various Formats

Description

Converts wide format sequence data into useful formats for analysis, such as frequency table, one-Hot encoding, or edge list (graph format).

Usage

convert(data, cols, format = "frequency")

Arguments

data	[data.frame, matrix, stslist] Sequence data in wide format (rows are sequences, columns are time points).
cols	[expression] A tidy selection of columns that should be considered as sequence data. By default, all columns are used.
format	[character(1)] The format to convert into: "frequency": Counts of each state per sequence. "onehot": Presence/absence (0/1) of each state per sequence. "edgelist": (state, next state) pairs. "reverse": Same as "edgelist" but in the reverse direction, i.e., (state, previous state) pairs.

Value

A tibble structured according to the requested format.

Examples

convert(engagement, format = "frequency")
convert(engagement, format = "onehot")
convert(engagement, format = "edgelist")
convert(engagement, format = "reverse")

codyna documentation built on Jan. 16, 2026, 5:15 p.m.