Real ChatGPT answer · index seedTfFkm5x0EhAcompleteCareers and HR · career changeinformational

What online portfolio projects best demonstrate data cleaning and visualization skills to a tech recruiter who is skeptical of my non-traditional background?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What online portfolio projects best demonstrate data cleaning and visualization skills to a tech recruiter who is skeptical of my non-traditional background?
2 real searches · 1 real-search pass
data analyst portfolio projects demonstrate data cleaning visualization skills hiring manager portfolio GitHub Tableau public project best practicesGoogle ↗
OBSERVEDReason
official public datasets data cleaning visualization portfolio projects government data APIsGoogle ↗
OBSERVEDOther / navigational

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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
data analyst portfolio projects demonstrate data cleaning visualization skills hiring manager portfolio GitHub Tableau public project best practices Google ↗
official public datasets data cleaning visualization portfolio projects government data APIs Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
data analyst portfolio projects demonstrate data cleaning visualization skills hiring manager portfolio GitHub Tableau public project best practices
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
official public datasets data cleaning visualization portfolio projects government data APIs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1