CalibratedDecisions.

Post · Data & extraction

3,282 posts, eight questions each

Ian Nuttall scored his whole X archive for $0.1282.

Open x.com ↗
Ian Nuttall @iannuttall

I gave Jev 3,282 of my X posts across 100M views and asked it to find what actually works for growth.

4,252,330 tokens $0.1282 for the full 8m 34s run!

Each post got 8 questions about the topic, hook, tone, whether it teaches something, etc.

How-to posts got 150 median likes

Video from the post

The decision Jev makes

Keep or drop a row, assign a label, or select one field value at a time.

Where it fits

Putting Jev next to the data: filtering rows with plain-English conditions, classifying records, labelling datasets and pulling structure out of text one small decision at a time. All 98 data & extraction projects →

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