What are the legal implications of using a Python web scraping script to gather public reviews for an academic research paper?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the legal implications of using a Python web scraping script to gather public reviews for an academic research paper?
4 real searches · 1 real-search pass
US legal implications web scraping publicly accessible reviews academic research CFAA hiQ LinkedIn Ninth Circuit terms of service copyright privacy GDPR official sourcesGoogle ↗
OBSERVEDReason
site:copyright.gov online reviews copyright fair use research quotations web scrapingGoogle ↗
OBSERVEDOther / navigational
site:ftc.gov privacy data collection publicly available personal information researchGoogle ↗
OBSERVEDOther / navigational
GDPR publicly accessible personal data web scraping academic research Article 6 Article 89 officialGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
US legal implications web scraping publicly accessible reviews academic research CFAA hiQ LinkedIn Ninth Circuit terms of service copyright privacy GDPR official sources Google ↗
site:copyright.gov online reviews copyright fair use research quotations web scraping Google ↗
site:ftc.gov privacy data collection publicly available personal information research Google ↗
GDPR publicly accessible personal data web scraping academic research Article 6 Article 89 official Google ↗
- Fair Use (FAQ) · copyright.gov
- More Information on Fair Use · copyright.gov
- Chapter 1 - Circular 92 · copyright.gov
- Regulation - 2016/679 - EN - gdpr · eur-lex.europa.eu
- Web scraping for research: Legal, ethical, institutional, and scientific considerations - Megan A Brown, Andrew Gruen, Gabe Maldoff, Solomon Messing, Zeve Sanderson, Michael Zimmer, 2025 · journals.sagepub.com
- Full article: Data scraping for scientific research purposes: legal bases under the GDPR · doi.org
- Web scraping for research: Legal, ethical, institutional, and scientific considerations - Megan A Brown, Andrew Gruen, Gabe Maldoff, Solomon Messing, Zeve Sanderson, Michael Zimmer, 2025 · journals.sagepub.com
- HIQ LABS v. LINKEDIN 41 · cdn.ca9.uscourts.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US legal implications web scraping publicly accessible reviews academic research CFAA hiQ LinkedIn Ninth Circuit terms of service copyright privacy GDPR official sources OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:copyright.gov online reviews copyright fair use research quotations web scraping OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:ftc.gov privacy data collection publicly available personal information research OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GDPR publicly accessible personal data web scraping academic research Article 6 Article 89 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |