Interactive data analysis CLI powered by Claude Code. Explore datasets, run queries, and generate reports from your terminal.
curl -fsSL https://unsupervised.com/cli/install.sh | shThis downloads the correct binary for your platform and installs it to
~/.local/bin/unsupervised. Set UNSUPERVISED_VERSION or
UNSUPERVISED_INSTALL_DIR to customize.
unsupervised install [dir]Sets up a project directory with the standard folder structure
(business_context/, datasources/, queries/, reports/, etc.),
downloads required binaries, and configures Claude Code permissions.
Opens the CLI directly. Launches Claude Code in analyst mode with bundled configuration for data exploration, ad-hoc queries, and reporting.
unsupervised # start in current directory
unsupervised --role analyst # explicit role (default)
unsupervised "summarize sales.csv" # pass a prompt directlyAll unrecognized arguments are forwarded to Claude Code.
Opens the web UI for browser-based interaction. Provides a file viewer, chat sidebar, and real-time workflow progress.
unsupervised web # start web UI → http://localhost:7070Headless runner for automated pipelines (planned).
- Claude Code runs with a bundled analyst configuration (system prompt, permissions, plugins)
- DeepWork workflows coordinate multi-step analysis tasks
- Reports are written to
reports/in your project directory - The web UI watches for file changes and updates in real time
End-to-end DeepWork demos live under demos/. Each demo is a
self-contained CONTENT_DIR you can open with
CONTENT_DIR=demos/<name> make up or by cd-ing into the folder and
running the bundled CLI.
demos/oil/— predict summer 2026 WTI crude oil prices by joining FRED price series, NOAA GHCN-Daily weather at oil-region stations, and GDELT geopolitical events on ISO-2 country code.