Turn a CSV dump into a trend dashboard
A workplace automation employee used Claude to convert a huge CSV export into a dashboard of trends over time.
- What they did
- The person, who works in automation at a large organization, handed Claude a massive CSV dump of data. They asked it to shape that file into something more useful for spotting changes over time.
- How it went
- Claude produced a working dashboard that showed trends over time. The comment did not include numbers, and it did not explain how much checking or cleanup was needed.
- Tips
- Ask the agent to call out any suspicious rows, missing fields, or assumptions before you rely on the output. If you want a dashboard you can reuse, specify the format and the metrics you need up front.
Try it yourself with Claude
I’m uploading a large CSV export from [system/process]. First, inspect the data and tell me what columns, time range, and obvious quality issues you find. Then build a single-file dashboard that shows trends over time for [metric 1], [metric 2], and [metric 3], with filters for [team/category/date range]. Pause and ask for my approval before you save, export, or overwrite anything. After that, list the assumptions you made and anything I should verify manually.
Fill in the [brackets]. Agents can make mistakes, so review anything before it is sent, paid or deleted.
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