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Data results

My scraper workspace for collecting readable previews, career signals, public datasets, and source notes I can compare later.

Source plan

I start with public, stable pages and move to official APIs or downloadable datasets when I need accuracy at scale.

Scraped previews

I want to compare job demand with skills people are searching for.
I can build a dashboard of fast-growing occupations, median salary, and required education.
I want to track keywords such as remote work, career change, college, trades, and entrepreneurship.
I can store snapshots in SQLite so trends can be compared week by week.

Field	Example
Occupation	Software developer, nurse, electrician
Signal	Median pay, growth rate, search trend
Source	BLS, O*NET, Trends, Data.gov
Snapshot date	Store when scraped