SERP data from controversial queries on Google and Bing
Description
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 |
|
|
organic |
19,470 |
|
|
Bing |
organic |
18,677 |
|
|
|
related-questions |
1,534 |
|
|
Bing |
related-queries |
1,425 |
|
|
Bing |
info-card |
1,320 |
(each card is its own info-card component) |
|
|
related-queries |
1,289 |
|
|
Bing |
organic-answer |
1,140 |
(often summarised through AI-assisted means) |
|
Bing |
video-widget |
776 |
|
|
Bing |
organic-showcase |
752 |
|
|
Bing |
related-questions |
725 |
|
|
|
ai-overview |
499 |
|
|
Bing |
organic-wiki-widget |
271 |
|
|
|
did-you-mean |
223 |
|
|
Bing |
related-queries-carousel |
219 |
|
|
Bing |
info-card-image |
136 |
|
|
Bing |
knowledge-card-explore-more |
127 |
|
|
|
forums-widget |
115 |
|
|
Bing |
topic-card |
114 |
|
|
|
video-widget |
102 |
|
|
Bing |
knowledge-card-wiki |
98 |
|
|
Bing |
search-correction |
78 |
|
|
Bing |
knowledge-card-fact |
74 |
|
|
|
card-list-widget |
66 |
|
|
Bing |
knowledge-card-quote |
57 |
|
|
|
organic-summary |
55 |
|
|
Bing |
knowledge-card-timeline |
46 |
|
|
|
safe-search |
42 |
|
|
|
big-image-carousel |
35 |
|
|
Bing |
news-widget |
34 |
|
|
|
few-matches |
27 |
|
|
|
organic-factcheck |
27 |
|
|
Bing |
wiki-popout-widget |
23 |
|
|
Bing |
studies-widget |
21 |
|
|
|
top-stories-widget |
21 |
|
|
|
info-card |
19 |
|
|
|
wiki-widget |
15 |
|
|
Bing |
map-widget |
12 |
|
|
Bing |
dictionary-widget |
11 |
|
|
Bing |
knowledge-card-multiple-carousels |
11 |
|
|
Bing |
info-card-video |
10 |
|
|
Bing |
knowledge-card-bing-tok-carousel |
9 |
|
|
Bing |
explore-more |
8 |
|
|
|
dictionary-widget |
8 |
|
|
Bing |
knowledge-card-poll |
7 |
|
|
Bing |
ai-answer-widget |
6 |
|
|
Bing |
knowledge-card-trivia |
6 |
|
|
Bing |
video-widget-sensitive |
6 |
|
|
Bing |
large-video-widget |
5 |
Files
component_analysis.ipynb
Additional details
Dates
- Created
-
2024-11-24Time of querying