Table 10 Features statistics in this study.

From: Analyzing hope speech from psycholinguistic and emotional perspectives

Feature type

LIWC

Emotion

Sentiments

All ngrams

Selected ngrams

Characters

Words

Characters

Words

Size

8250

8

4

361

23438

37

4097