Turn CSVs into dashboards with charts and summaries
A reviewer used Manus to clean lead and sales CSVs, then build dashboards and Python charts from the data.
- What they did
- They ran Manus for a month on the $20 monthly Standard plan and pointed it at raw coffee shop sales files. The agent spun up helper agents that wrote Python to sort through the numbers and make charts. A different reviewer gave it a very large lead CSV, and the agent turned that into a dashboard. If it ran into a paywall or login screen, the user stepped in manually and then let it continue.
- How it went
- The lead file became a tidy dashboard in about 20 minutes. The sales CSV was handled well and produced charts, but some runs got stuck in loops and used up credits. The review also rated value for money 2 out of 5.
- Tips
- Keep an eye on the run, since failed or looping tasks can still spend credits. Be ready to handle paywalls or login steps yourself before letting the agent resume.
Try it yourself with Manus
I’m uploading [a CSV of leads/sales data]. Clean it, analyze it, and build a dashboard with [key metrics and charts]. If you hit a login, paywall, or other step that needs my account, stop and ask me to take over; after I finish that step, continue from there. Before you do anything that submits, deletes, pays, or sends data, pause and ask for my approval. When you’re done, show the dashboard and list any rows you removed or changed.
Fill in the [brackets]. Agents can make mistakes, so review anything before it is sent, paid or deleted.
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