Abstract

This article uses topic modeling to examine the "news(paper) diets" served up in the papers read by ordinary early-twentieth-century Americans. In the early twentieth century, a large proportion of the still-mostly-rural American population read what were known as "country weeklies," whose content was dominated by reprinted advertising and news and by local gossip and announcements. "Hard news" content was thus limited, but the practical information and gossip may have meant a closer engagement with the newspaper, and thus also with its news content. Country weeklies are also compared in this article to labor papers (broadly construed). The analysis shows a stark difference between mainstream and labor papers. In hard news topics, stories about strikes rise to the top in labor papers, while being nearly absent in mainstream papers. Labor papers also had far less of the practical information that made the country weekly so crucial to its readership, and none of the local gossip. Thus the labor papers filled an important niche, but one also had to choose to receive them for the news content; unlike the mainstream country weeklies, one did not get labor news as a "side dish" to one's regular fare of train timetables and crop news.

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