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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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SERP data from controversial queries on Google and Bing

Authors: Hagen, Sal; Torres, Guillén;

SERP data from controversial queries on Google and Bing

Abstract

Data for the forthcoming publication 'Contested Components: Studying Interface Enrichment as a Form of Content Moderation on Google and Bing'. Datasets contain information on SERP components for Google Bing when querying 2000 controversial and 914 non-controversial questions. Files include: question_data.csv: Information on questions sourced from 4chan and leftychan boards in November 2024. Columns include the counts per board (/fit/, /b/, /pol/. /int/, /k/, /lgbt/, and /leftypol/), categorization as controversial/non-controverial, and toxicity scores determined by Perspective API. serp_components.csv: Information on the SERP data gathered using Zoekplaatje. Collected on 24 November 2024. screenshots.zip: Screenshots of all SERPs. Note that at times, expanding the AI Overview box on Google resulted in the search bar overlaying the generated text. component_analysis.ipynb: Code for analyzing the data. Component taxomony and screenshots Search engine Component name Count Example Google organic 19,470 Click to view Bing organic 18,677 Click to view Google related-questions 1,534 Click to view Bing related-queries 1,425 Click to view Bing info-card 1,320 Click to view (each card is its own info-card component) Google related-queries 1,289 Click to view Bing organic-answer 1,140 Click to view (often summarised through AI-assisted means) Bing video-widget 776 Click to view Bing organic-showcase 752 Click to view Bing related-questions 725 Click to view Google ai-overview 499 Click to view Bing organic-wiki-widget 271 Click to view Google did-you-mean 223 Click to view Bing related-queries-carousel 219 Click to view Bing info-card-image 136 Click to view Bing knowledge-card-explore-more 127 Click to view Google forums-widget 115 Click to view Bing topic-card 114 Click to view Google video-widget 102 Click to view Bing knowledge-card-wiki 98 Click to view Bing search-correction 78 Click to view Bing knowledge-card-fact 74 Click to view Google card-list-widget 66 Click to view Bing knowledge-card-quote 57 Click to view Google organic-summary 55 Click to view Bing knowledge-card-timeline 46 Click to view Google safe-search 42 Click to view Google big-image-carousel 35 Click to view Bing news-widget 34 Click to view Google few-matches 27 Click to view Google organic-factcheck 27 Click to view Bing wiki-popout-widget 23 Click to view Bing studies-widget 21 Click to view Google top-stories-widget 21 Click to view Google info-card 19 Click to view Google wiki-widget 15 Click to view Bing map-widget 12 Click to view Bing dictionary-widget 11 Click to view Bing knowledge-card-multiple-carousels 11 Click to view Bing info-card-video 10 Click to view Bing knowledge-card-bing-tok-carousel 9 Click to view Bing explore-more 8 Click to view Google dictionary-widget 8 Click to view Bing knowledge-card-poll 7 Click to view Bing ai-answer-widget 6 Click to view Bing knowledge-card-trivia 6 Click to view Bing video-widget-sensitive 6 Click to view Bing large-video-widget 5 Click to view

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Search Engine/ethics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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