Imaging · dataset · 2026
Taxonomy of SERP Elements Across Search Engines
Listed in INESC TEC Research Data Repository
This dataset contains the dataset and supporting materials used in our research on Search Engine Results Pages (SERPs) structure, taxonomy, and element-level analysis across multiple search engines and languages.
Description
We used Python and Selenium Webdriver for web scraping the SERPs, ChatGPT-4o to translate the search queries. The dataset includes: - Multilingual search queries (English, Simplified Chinese, Russian) - Full HTML SERP captures per query and per search engine - A hierarchical taxonomy of SERP elements - Screenshots of extracted SERP elements organized according to the taxonomy
Links
Get the data
- Search Queries rdm.inesctec.pt/dataset/414ff140-7c50-40d6-b6d4-8909fc5cbf28/resource/a0faa891… ↗
download · from rdm inesctec pt
- SERP Captures rdm.inesctec.pt/dataset/414ff140-7c50-40d6-b6d4-8909fc5cbf28/resource/b6afec73… ↗
download · from rdm inesctec pt
- Taxonomy and Elements Identifiers rdm.inesctec.pt/dataset/414ff140-7c50-40d6-b6d4-8909fc5cbf28/resource/077eedfd… ↗
download · from rdm inesctec pt
- Elements Screenshots rdm.inesctec.pt/dataset/414ff140-7c50-40d6-b6d4-8909fc5cbf28/resource/89b30fd7… ↗
download · from rdm inesctec pt
- READme rdm.inesctec.pt/dataset/414ff140-7c50-40d6-b6d4-8909fc5cbf28/resource/eb1310b7… ↗
download · from rdm inesctec pt
- Full Dataset rdm.inesctec.pt/dataset/414ff140-7c50-40d6-b6d4-8909fc5cbf28/resource/d121621f… ↗
download · from rdm inesctec pt
Where it is published
- INESC TEC Research Data Repository dataset page rdm.inesctec.pt/dataset/cs-2026-002 ↗
landing page · from rdm inesctec pt
Documentation and papers
- Publisher page researchdata.tuwien.ac.at/records/pp7xz-n9a06 ↗
documentation · from rdm inesctec pt
Catalogue records · 1
- CKAN API rdm.inesctec.pt/api/3/action/package_show?id=414ff140-7c50-40d6-b6d4-8909fc5cb… ↗
metadata API · from rdm inesctec pt
Topics
- Stated by source
- CS: Computer Science
- From keywords
- Computer Science & AI · Economics & Finance · Engineering · Life Sciences
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| INESC TEC Research Data Repository | 414ff140-7c50-40d6-b6d4-8909fc5cbf28 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:engineering | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[topic].ckan_group:rdm_inesctec_pt:cs-computer-science | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| created_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| description | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /notes |
| license_text | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| publication_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| title | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /title |
| updated_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 |