Uncovering the Top Nonadvertising Weight Loss Websites on Google: A Data-Mining Approach

Carlos A Almenara, Hayriye Gulec, Tim Mackey, Clare Collins, Ratri Ciptaningtyas, Scott Goldstein, Carlos Lopezosa · 2024

Read Uncovering the Top Nonadvertising Weight Loss Websites on Google: A Data-Mining Approach by Carlos A Almenara, Hayriye Gulec, Tim Mackey, Clare Collins, Ratri Ciptaningtyas, Scott Goldstein, Carlos Lopezosa (2024) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-11669867.txt.

Description

Carlos Almenara and co-authors map the top weight loss websites on Google in a 2024 study. People seek diet advice online, and what they find shapes health choices. Prior work checked few queries by hand. A data-mining tool scales the search up.

Four hundred thirty-two queries came from autocomplete, common questions, and trend data. The tool pulled results with English and US settings. Sites were sorted by topic and checked for attack risk. The top five non-ad pages were healthline, webmd, verywellfit, mayoclinic, and womenshealthmag. All five showed accuracy statements and author credentials. Category counts and risks fill out the map of diet advice online.

Catalog record

CREATORCarlos A Almenara, Hayriye Gulec, Tim Mackey, Clare Collins, Ratri Ciptaningtyas, Scott Goldstein, Carlos Lopezosa
YEAR2024
COLLECTIONPAPERS
FORMATTXT
FILE SIZE29 KB
VERSION1.0
LICENSECC BY 4.0
RIGHTSCC BY
SOURCEEurope PMC

Source: https://europepmc.org/articles/PMC11669867

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