My daughter is completely torn between majoring in computer science and graphic design so what career ROI data should we look at to help her decide?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My daughter is completely torn between majoring in computer science and graphic design so what career ROI data should we look at to help her decide?
3 real searches · 1 real-search pass
United States computer science degree return on investment earnings employment outcomes Georgetown ROI 2025Google ↗
OBSERVEDConsequence
BLS Occupational Outlook Handbook software developers graphic designers median pay job outlook 2024 2034Google ↗
OBSERVEDShort fact
College Scorecard compare computer science graphic design majors earnings debt data field of studyGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
United States computer science degree return on investment earnings employment outcomes Georgetown ROI 2025 Google ↗
BLS Occupational Outlook Handbook software developers graphic designers median pay job outlook 2024 2034 Google ↗
College Scorecard compare computer science graphic design majors earnings debt data field of study Google ↗
- Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Graphic Designers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Web Developers and Digital Designers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Web Developers and Digital Designers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- The Major Payoff – Major earnings data · cew.georgetown.edu
- Occupational Outlook Handbook · bls.gov
- College Scorecard · collegescorecard.ed.gov
- O*NET career exploration · onetonline.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States computer science degree return on investment earnings employment outcomes Georgetown ROI 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
BLS Occupational Outlook Handbook software developers graphic designers median pay job outlook 2024 2034 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
College Scorecard compare computer science graphic design majors earnings debt data field of study OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |