Journal of Linguistics, Culture and Communication
Vol 1 No 2 (2023): Journal of Linguistics, Culture, and Communication

YouTube Transcripts Word Frequency Measure

Smith, Vincent (Unknown)
Garrett, Michael (Unknown)
Harwood, Austin (Unknown)
Shamblin, James (Unknown)

Article Info

Publish Date
11 Sep 2023

Abstract

Many YouTube videos provide written audio transcripts which provide information on the language used on YouTube. One important measure relating to language usage is word frequency. Using student-developed software and libraries in R, Python, and Microsoft Excel, the transcripts of one million YouTube videos from the YouTube-8M data set were scraped and analyzed. The word frequency of the YouTube data set was shown to correlate with commonly used word frequency measures from established studies, such as the subtitle word frequency and the HAL word frequency.

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Journal Info
Journal of Linguistics, Culture and Communication
Website

Abbrev

jolcc

Publisher

CV RUSTAM

Subject

Arts Humanities Languange, Linguistic, Communication & Media

Description

The peer-reviewed Indonesian Journal of Linguistics, Culture, and Communication publishes high-quality original research focusing on publishing articles that contribute to the ongoing discussion in all areas of the study of Linguistics, Culture, and Communication. The Journal of Linguistics, ...