Hands-on AI lab · 100% synthetic data · free

From data to decision, with Claude.

Download a realistic (but completely made-up) NiCE CXone customer dataset, then follow six copy-paste prompts to turn raw rows into insights, a landing page, a working MVP, and a management deck. No coding. No data background. Just copy, paste, and watch.

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customer rows
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columns to explore
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churn to explain
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copy-paste steps
The data

One file. A whole story hiding inside.

Each row is one NiCE CXone customer — their contract, product usage, support history, and whether they stayed or left. We planted real, discoverable patterns (and a few deliberate data-quality traps) so there's something worth finding.

description nice_cxone_churn.csv
1,001 rows 40 columns ~21% churned ✓ synthetic — safe to share
searchLook at the data
query_statsFind the insights
webBuild a landing page
compare_arrowsScout competitors
rocket_launchShip an MVP
co_presentPitch leadership
Take a look

See the data before you analyze it.

This is the actual file, loaded live in your browser. Skim it, search it, get a feel for the columns — then let Claude do the heavy lifting below. No charts or conclusions here on purpose: finding those is your job in step 2.

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The lab

Six steps. Six prompts. Copy, paste, go.

Do them in order — each builds on the last, so keep the same Claude chat open. Hit copy, paste into Claude, and (for steps 1–2) attach the CSV you downloaded above.

First time?

Two easy ways to do this.

You just need a Claude account. Pick whichever feels comfortable — the prompts are identical.

language
Easiest

Claude.ai (in your browser)

Go to claude.ai, start a new chat, click the paperclip to upload nice_cxone_churn.csv, then paste the Step 1 prompt. That's it.

terminal
For terminal folks

Claude Code (desktop / CLI)

Unzip the lab into a folder, open Claude Code there, and just mention the file by name — Claude can read everything in the folder. No uploading needed.

science
A note on the data. Everything in this dataset is invented for teaching. The patterns are real inside the file — they are not real NiCE business facts. Use the outputs to practice the workflow, not to make actual decisions.

Grab everything and go.

The dataset, all six prompts, the setup guide, the glossary, and the brand cheat-sheet — one zip.