  A comprehensive examination of data science vocabulary usage over the past 13
years in this work is conducted. The investigation commences with a dataset
comprising 16,018 abstracts that feature the term "data science" in either the
title, abstract, or keywords. The study involves the identification of
documents that introduce novel vocabulary and subsequently explores how this
vocabulary has been incorporated into scientific literature. To achieve these
objectives, I employ techniques such as Exploratory Data Analysis, Latent
Semantic Analysis, Latent Dirichlet Analysis, and N-grams Analysis. A
comparison of scientific publications between overall results and those
specific to Saudi Arabia is presented. Based on how the vocabulary is utilized,
representative articles are identified.
