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EasySpider vs pandas

EasySpider and pandas share 5 technologies: pymysql, xlsxwriter, lxml, openpyxl, and beautifulsoup4. EasySpider is written in JavaScript and pandas in Python.

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What they share and what sets them apart

NaiboWang

EasySpider

A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/网页爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。

JavaScript44.8kRead on November 6, 2026, at commit ff65dbaWhat is EasySpider built with?

Only in EasySpider

In common

pandas-dev

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Python50.4kRead on November 5, 2026, at commit 249a3e4What is pandas built with?

Only in pandas

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
EasySpider123,709 lines written95 code files
pandas758,101 lines written297 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
EasySpider0.5% of its commits signed by AIWith Codex
pandas4.2% of its commits signed by AIWith Claude Code, GitHub Copilot, and Devin
ActivityFrom GitHub and its history, on the day SeeRepo read it.
EasySpiderLast push November 5, 2026666 commits44,766 stars
pandasLast push November 5, 202636,566 commits50,368 stars
TestsThe files that test the code, and the share of code files a test imports.
EasySpider7 test files2.1% of its code files have a test that imports them
pandas1,263 test files56.6% of its code files have a test that imports them

Frequently asked questions

Which is bigger, EasySpider or pandas?
pandas, with 758,101 lines written; EasySpider has 123,709.

The proof: pandas-dev/pandas's code at commit 249a3e4

Which has more GitHub stars, EasySpider or pandas?
pandas, with 50,368 stars; EasySpider has 44,766.

The proof: pandas-dev/pandas on GitHub

Which has more tests, EasySpider or pandas?
pandas, with 1,263 test files; EasySpider has 7.

The proof: pandas-dev/pandas's code at commit 249a3e4

Which was updated more recently, EasySpider or pandas?
Both got their last push on November 5, 2026.

The proof: pandas-dev/pandas's commits on GitHub

Which has more commits signed by AI, EasySpider or pandas?
pandas: an AI signed 4.2% of its commits, with Claude Code, GitHub Copilot, and Devin; in EasySpider, 0.5%.

The proof: the commits each tool signed in pandas-dev/pandas

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