diff.sento_measures: Differencing of sentiment measures

In sentometrics: An Integrated Framework for Textual Sentiment Time Series Aggregation and Prediction

Differencing of sentiment measures

Description

Differences the sentiment measures from a sento_measures object.

Usage

## S3 method for class 'sento_measures'
diff(x, lag = 1, differences = 1, ...)

Arguments

x	a sento_measures object created using sento_measures.
lag	a numeric, see documentation for the generic diff.
differences	a numeric, see documentation for the generic diff.
...	not used.

Value

A modified sento_measures object, with the measures replaced by the differenced measures as well as updated statistics.

Author(s)

Samuel Borms

Examples

data("usnews", package = "sentometrics")
data("list_lexicons", package = "sentometrics")
data("list_valence_shifters", package = "sentometrics")

# construct a sento_measures object to start with
corpus <- sento_corpus(corpusdf = usnews)
corpusSample <- quanteda::corpus_sample(corpus, size = 500)
l <- sento_lexicons(list_lexicons[c("LM_en", "HENRY_en")], list_valence_shifters[["en"]])
ctr <- ctr_agg(howTime = c("equal_weight", "linear"), by = "year", lag = 3)
sento_measures <- sento_measures(corpusSample, l, ctr)

# first-order difference sentiment measures with a lag of two
diffed <- diff(sento_measures, lag = 2, differences = 1)

sentometrics documentation built on April 3, 2025, 6:15 p.m.