id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
arestyrurj-172	Rha, Lauren; Silver, Sean	Topic Modeling and Analysis: Comparing the Most Common Topics in 19th-Century Novels Written by Female Writers	2021	8	.pdf	application/pdf	4089	191	52	“Distant reading” demonstrates the value of reading large numbers of text together and relies on computer-assisted mod- eling to analyze a larger amount of texts than can be read by any one individual.[15] “Distant reading” and the specific practice of topic modeling was per- formed within the R Studio programming environ- ment. This re- search explains how the novels were prepared for topic modeling and produces a specific topic model visualization, an “interactive heatmap,” to compare the frequency of topics found in each novel.	cache/arestyrurj-172.pdf	txt/arestyrurj-172.txt