AI for Data analyst

Last checked 2026-10-15

Useful tasks

Analyze a spreadsheet

BeginnerBot with human review

Upload a CSV/XLSX and ask questions, get charts.

Tools that support it: ChatGPT (incl. Work & Codex) — Data analysis with interactive tables and charts on Plus+ (per pricing page).; Claude (incl. Claude Code) — Creates and edits files with code execution, on all plans per pricing page.; Google Gemini — Pro plan advertises up to 1,500 pages of file uploads.; Microsoft Copilot — Copilot in Excel with an eligible Microsoft 365 plan.

Clean messy data

IntermediateBot with human review

Normalize names, dates and duplicates with code execution.

Tools that support it: ChatGPT (incl. Work & Codex) — Runs code over uploaded files.; Claude (incl. Claude Code) — Code execution creates and edits files.; Google Gemini — Can generate and explain cleaning code.

Build a dashboard

IntermediateBot with human review

Turn data into a dashboard or interactive artifact.

Tools that support it: Perplexity (incl. Comet) — Pro Search/Deep Research can create dashboards and spreadsheets.; Claude (incl. Claude Code) — Artifacts; Claude Dashboards (beta) on Pro and higher per pricing page.; ChatGPT (incl. Work & Codex) — Interactive tables and charts on Plus and Pro.

Write analysis code

IntermediateBot with human review

Generate pandas/SQL notebooks you can rerun.

Tools that support it: Claude (incl. Claude Code) — Claude Code can run the script in your environment.; ChatGPT (incl. Work & Codex) — Codex or chat code execution.; Cursor — Agent runs code in the terminal.; GitHub Copilot

Scheduled data report

AdvancedBot with human review

Automatically pull data and email a summary on a schedule.

Tools that support it: n8n — Schedule triggers, code steps and AI nodes; self-hostable.; ChatGPT (incl. Work & Codex) — Scheduled tasks on Go and higher can send recurring summaries, but don't query your database.; Claude (incl. Claude Code) — Routines (/schedule) in Claude Code can run recurring tasks.

Generate a regex or SQL query

BeginnerBot with human review

Describe what you need and get a tested pattern or query.

Tools that support it: Claude (incl. Claude Code) — Explains and writes SQL; Claude Code can run it locally.; ChatGPT (incl. Work & Codex) — Explains and writes SQL in chat.; Cursor; GitHub Copilot — Inline suggestions in editors including SQL Server Management Studio.

Highest rubric scores for these tasks

Based on published features, pricing and documentation, checked 2026-10-15. No hands-on testing. Editorial rubric, not a benchmark. Methodology.