Safe execution • No installs • AI workflows + scientific graphs

Python data analysis workflows and scientific graphs, in one place.

Generate or modify code with AI, run workflows safely with no local setup, and create publication-ready scientific graphs with real control over plot type, axes, legends, reference lines, text, arrows, curved lines, sizing, DPI, custom backgrounds, and export. Save scripts, graph projects, recipes, and outputs for fast reuse.

Start in a few seconds — free Login

From data → AI workflow → graph → reuse

              AI
              Generate or modify Python workflows
            
              GRAPH
              Create publication-ready scientific graphs
            
              SAVE
              Store scripts, graph projects, and outputs
            
              SHARE
              Reuse and publish scripts or graph recipes

What you get

Everything you need to build reusable analysis workflows and clean scientific graphs, without installing anything.

Super safe container

Scripts run inside an isolated container designed to protect the host and your account.

Isolation first. Always.

AI script generation

Describe your analysis task in plain English and get a runnable Python script — ready to iterate.

From idea to code.

AI optimization & repair

Refine scripts with AI: fix errors, add features, improve readability, or optimize performance.

Faster iteration.

Shared analysis workflows

Browse reusable public workflows, start from proven analysis logic, and adapt it with AI for your own data.

Start from work that already works.

Save and reuse

Save scripts, graph projects, recipes, and outputs in your dashboard so useful analysis stays ready for future work.

Reuse is part of the product.

Scientific Graph Maker

Create line, scatter, bar, and histogram plots with left and right Y axes, legends, reference lines, text, arrows, curved lines, publication sizing, DPI control, custom backgrounds, export, and reusable graph recipes.

Built for real scientific figures.

Built for scientific plotting, not just quick charts

GetHug Graph Maker is designed for publication work, reusable visual styles, and precise export control.

Core plot types

Build line, scatter, grouped bar, stacked bar, simple bar, and histogram plots from uploaded datasets.

One workspace, multiple scientific plot modes.

Precise graph control

Use left and right Y axes, legends, reference lines, text, arrows, curved lines, offsets, transformations, and detailed style settings to match publication needs.

Serious control without local setup.

Reusable output

Choose figure size, DPI, export formats, custom backgrounds, and transparent export, then save full graph projects or reusable recipes for later work.

Save figures once. Reuse styles again and again.

How it works

Start from your data or an existing workflow

Upload data, bring your own analysis script, generate a new workflow with AI, or start from a reusable shared workflow.

Generate or modify with AI

Use AI to create analysis logic, fix issues, improve logic, or adapt an existing workflow to your data and goals.

Run workflows or build publication-ready graphs

Execute workflows safely with no installs, or build scientific graphs with multiple plot types, axis control, legends, annotations, precise sizing, DPI, and export settings for papers or presentations.

Save, reuse, and share

Keep scripts, graph projects, recipes, and outputs organized, ready for reuse or online sharing.