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Scientific plotting, made iterative

Build publication-ready plots in your browser and keep them editable.

pont.ink combines data editing, lmfit-based fitting, annotation, and export into one workflow. You can revisit and continue work later from saved sessions and metadata-enabled exports.

Spreadsheet-Style Data Editor

Edit data in-table, add derived columns with formulas, and assign roles for x/y data and uncertainties.

Interactive Fit Workflow

Select fit regions directly on the plot, tune initial parameters and bounds, and update results in context.

Reproducible Exports

Export PNG, SVG, or PDF plus generated Matplotlib code. Session metadata can be embedded for later reload.

How pont.ink works

  1. Load data: import CSV/TSV or type directly into the editor.
  2. Shape the figure: adjust axes, title, legend, overlays, and annotations.
  3. Fit models: choose a region, configure parameters, and inspect fit quality.
  4. Export and continue: save outputs and reopen editable sessions whenever needed.