Lightlines
By reason-machines

karpathy-jobs-bls-visualizer

reason-machines1.3k installs

Explore job outlooks in a color-coded treemap.

What it does

Creates interactive occupation treemaps with employment data and customizable LLM-scored color layers.

When to use it

Use to explore BLS occupational data, run the visualization pipeline, scrape occupation pages, or customize scoring and treemap colors.

How to use it

Give it a request to build or customize the jobs visualization; it produces the treemap and its supporting data in the jobs project.

Uses

Good to know

  • cannot be undone: OpenRouter

Latest review

What you need · 3

Requires uv to install project dependencies and run the pipeline commands.

Uses Python to run the processing pipeline and local HTTP server; no version is specified.


Access · 4

This skill

OpenRouter

Write

Sends occupation pages for paid scoring (irreversible)

BLS occupation pages

Read

Scrapes BLS occupation pages