A collection of word-frequency and other data representing 13,214 unique articles (no duplicate or close-variant documents) classified as being about the humanities or science published from 1998-2018 in 507 U.S. top-circulating and student newspapers and their associated blogs. The collection includes 2,477 articles from U.S. top-circulating newspapers and 10,737 articles from student newspapers. Using supervised classification models, 2,869 articles in the collection have been classified as being about the humanities, and 10,345 articles in the collection have been classified as being about science. WE1S and other researchers use this data to look for broad patterns and to help guide closer study. News sources in Collection 33 include 15 top-circulation U.S newspapers: Boston Globe, Chicago Tribune, Daily News (New York), Dallas Morning News, Denver Post, Houston Chronicle, Los Angeles Times, New York Post, New York Times (and its blogs), Newsday (New York), Seattle Times, Star Tribune (Minneapolis, MN), Tampa Bay Times, USA Today, Washington Post. Also included are documents from 491 U.S. campus newspapers, among which the top 15 sources in the collection are: The Stanford Daily (Stanford University), The California Aggie (UC Davis), The Daily Californian (UC Berkeley), The Daily Bruin (UC Los Angeles), The Kaleidoscope (U Alabama Birmingham), The Tartan (Carnegie Mellon), Michigan Independent (UM Ann Arbor), The Daily Princetonian (Princeton), The Harvard Crimson (Harvard), The Dartmouth (Dartmouth), Cornell Daily Sun (Cornell), Colorado Daily (U Colorado Boulder), The Daily Texan (UT Austin), The Daily Cardinal (UW Madison), Indiana Daily Student (Indiana University). Kinds of Sources (by Tags) Sources in Collection 33 are associated with the following non-exclusive metadata categories, which describe the kinds of sources in the collection. Categories are listed in order from those associated with the most documents to those associated with the least: education/institution/Doctoral, education/funding/US public college, region/US/North East, education/funding/US private college, region/US/Midwest, region/US/West Coast, reach/US/top-circulating, media/US newspaper, region/US/South, education/institution/Liberal Arts, education/demographic/Hispanic-serving Institution, education/affiliation/UC system, education/affiliation/Ivy League, region/US/Rockies and Southwest, education/emphasis/Science Tech and Ag school, education/demographic/religion/Catholic, education/affiliation/Cal State system, education/demographic/religion/Christian, education/institution/Community College, education/demographic/Historically Black Colleges and Universities, education/non-US college, region/Europe, education/demographic/religion/Latter-day Saints, region/US/non-contiguous, region/US/mulitregional, education/demographic/religion/Jewish, education/demographic/Womens College, education/, media/website, identity/race ethnicity and cultural heritage, region/Canada. Sources are assigned to categories based solely on explicit publication information and/or self-identification. Collection Metadata Created by: Lindsay Thomas Created on: May 15th 2020, 12:00:00 am WE1S Collection Registry ID: 20200515_1455_us-classification-results-top-newspapers-universitywire-hum-sci Data sources: LexisNexis (via LN Web Services Kit), ProQuest, and direct scraping from the Web. Suggested Citation for Collection WhatEvery1Says (WE1S) Project. (2019, July 06). Collection 33: Articles classified as being about the humanities or the sciences from U.S. top-circulating newspapers and student newspapers, c. 1998-2018. doi: http://10.5281/zenodo.XXX.

WE1S makes available only "non-consumptive use" word frequency, topic model, and other datasets along with their visualizations. Datasets cannot be used to access, read, or reconstruct the original texts. (See WE1S Research Materials Overview for the relation between the project's "datasets" and "collections.")