Workspace / Data exploration● Browser Pyodide analysis

A better question. A clearer answer.

Bring your data. Ask a question. See the calculation behind the insight.

What would you like to know?

Try a suggested question, or use column names from your dataset.

Standalone mode · CSV analysis available

Python computes results · AI optional
Your next insight starts with a question.

Data preview

Your data source

Example · Production batches

For Excel workbooks, save the relevant worksheet as CSV first. Guided calculations stay in your browser. Optional AI mode sends column names, types, questions and recent plans through WordPress to OpenAI; uploaded rows stay in the browser.

What can I ask?

Summarise data · check missing values · average, sum, minimum or maximum of a column · compare a numeric column by category · correlate or plot two numeric columns.

Use exact column names. Ambiguous requests produce guidance rather than guessed answers.

About this pilot

Standalone CSV analytics with Pyodide. Guided questions work without AI. Forecasting, optimisation and Monte Carlo are not part of Spyglass; use RiskPy for simulation.

Explore a relationship

Horizontal axis
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