Sunnnnch

Sunnnnch / electro_data_process_tool

Public

一个面向电化学实验的本地数据处理与分析平台，支持 LSV、CV、EIS、ECSA 批量处理、本地 Web UI、项目与历史管理，以及可配置的数据质量检测。

data-processing electrochemical-analysis electrochemistry scientific-computing web-ui
20
1
100% credibility
Found Mar 13, 2026 at 19 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

A local web-based toolkit for batch processing electrochemical data from LSV, CV, EIS, and ECSA experiments with project management and optional AI analysis.

How It Works

1
🔬 Discover the electrochem data helper

You find this free tool that makes analyzing experiment results easy, no coding needed.

2
📥 Download and launch

Grab the files, double-click setup, then start to open your personal dashboard.

3
🖥️ See your friendly workspace

A simple web page appears in your browser with options for your data types.

4
📁 Pick your experiment folder

Choose the folder holding your measurement files like curves or scans.

5
⚡ Process everything at once

Click go and watch it batch-analyze files, create plots, and check quality automatically.

6
📊 Review results and projects

See neat charts, summaries, and saved projects ready for reports or sharing.

🎉 Your data is organized and insights ready

Enjoy clean results, quality checks, and optional smart suggestions for next steps.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 19 to 20 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is electro_data_process_tool?

Electro_data_process_tool is a Python desktop tool for batch-processing electrochemical data from LSV, CV, EIS, and ECSA experiments. It scans folders, applies corrections like iR compensation and Tafel fits, generates plots and CSV summaries, and flags data quality issues—all through a local web UI at http://127.0.0.1:8010. Labs ditch scattered scripts for unified project tracking, history filtering, and ZIP exports.

Why is it gaining traction?

Its local-first web server keeps sensitive electrochem data offline, with skip-on-error batching and presets for electrodes (RHE, Ag/AgCl) or materials (Pt, IrO2). Optional AI agent analyzes results or auto-tunes params, while CLI commands like `python run_v6.py --port 8010` and Windows .bat files make setup dead simple. Quality reports and Randles circuit fitting target real pain points in electro data workflows.

Who should use this?

Electrochem researchers batching dozens of LSV/CV files from potentiostats, catalyst devs comparing η@10 or ECSA across samples, or lab managers needing quick quality audits without cloud uploads. Ideal for PhDs/postdocs tired of Excel hacks or custom MATLAB scripts.

Verdict

Grab it if electro data processing is your daily grind—MIT-licensed, bilingual docs, and passing tests (110/111) make it usable now, despite 19 stars and 1.0% credibility signaling early maturity. Fork and extend for production; monitor for EIS/ECSA polish.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.