Introduction to numspellR

In numspellR: Detection of Numeric Persistence and Rigidity Patterns

Overview

numspellR is a tool to detect numeric persistence ("spells") and rigidity patterns in numeric data. It works with numeric vectors and data frames.

Installation

# Install from your local package
# install.packages("numspellR")
library(numspellR)

# example
df <- data.frame(
  time = 1:8,
  value = c(5, 5, 5, 5, 6, 6, 6, 7)
)

numspellr(df, lang = "indonesia")

# example
df <- data.frame(
  time = 1:8,
  value = c(5, 5, 5, 5, 6, 6, 6, 7)
)

numspellr(df, lang = "english")

numspellR documentation built on Feb. 6, 2026, 5:08 p.m.