Claude Code
Best for: Serious work on real repos
Anthropic's agent for your terminal, IDE and desktop. Reads the whole repo, runs commands and tests, and handles large multi-file changes well.
Visit Claude Code ↗Home / Use case
Turn your data into a simple dashboard
“I have spreadsheets of data but no clear picture.”
AI can clean data, answer questions in plain English, and build a simple dashboard. Have it show how each number was calculated.
Fix it yourself in 3 steps
- Gather the data files and the 3 questions you want answered.
- Ask the AI to clean the data and list any problems it found.
- Have it build charts that answer your questions and show the formulas.
Copy this prompt
Here's my data: [files]. My questions: [3 questions]. First list data problems (missing values, duplicates, odd formats) and how you'll handle them. Then answer each question with a chart and show how each number was calculated. Don't change the original files. Stop after the dashboard.
Fill in the [brackets]. Each prompt says when the AI should stop, so it doesn't wander off.
Agents people used for this: Claude Code, Devin, Manus, Cursor.
Inspired by real examples collected at agentusecases.ai.
📚 9 real stories of people doing this with AI agents
- Analyze 170k LLM logs overnight · Gemini
- Answer data questions and build dashboards from the warehouse · Devin
- Build and maintain a local ops dashboard with agents · OpenClaw
- Build data analysis reports and dashboards with a coding agent · custom-built or unnamed agent
- Generate internal dashboards and data migration scripts · Devin
- Grade Cursor on a real data science project · Cursor
- Query 600 GB of Hacker News, arXiv, and LessWrong in plain English · Claude Code
- Run data cleaning to executive summary with agent pipeline · Claude Code
- Turn lead CSVs and sales data into dashboards · Manus
Collected at AgentUseCases.ai.
AI drafts, you approve: nothing gets posted, sent, spent or published without a person. Tell customers when they're talking to an AI.
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