Source: https://seerepo.com/compare/NaiboWang/EasySpider/vs/pandas-dev/pandas
Markdown source: https://seerepo.com/compare/NaiboWang/EasySpider/vs/pandas-dev/pandas.md
Description: EasySpider and pandas share 5 technologies: pymysql, xlsxwriter, lxml, openpyxl, and beautifulsoup4. EasySpider is written in JavaScript and pandas in Python.

# EasySpider vs pandas

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

- [NaiboWang/EasySpider](https://seerepo.com/r/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。
- [pandas-dev/pandas](https://seerepo.com/r/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

## What they share and what sets them apart

- In common: pymysql, xlsxwriter, lxml, openpyxl, beautifulsoup4
- Only in EasySpider: Vue, Express, Electron, pillow, xlsx
- Only in pandas: gcsfs, pickleshare, psycopg2-binary, pyiceberg, pyarrow, fastparquet, Postgres, s3fs, ipywidgets, seaborn, matplotlib, SQLAlchemy, html5lib, nbformat, odfpy, jinja2, feedparser, markdown, nbconvert, python-calamine, pyxlsb, xlrd

## Side by side

| | EasySpider | pandas |
|---|---|---|
| Size | 123,709 lines written, 95 code files | 758,101 lines written, 297 code files |
| Who writes it | 0.5% of its commits signed by AI. With Codex | 4.2% of its commits signed by AI. With Claude Code, GitHub Copilot, and Devin |
| Activity | Last push November 5, 2026, 666 commits, 44,766 stars | Last push November 5, 2026, 36,566 commits, 50,368 stars |
| Tests | 7 test files. 2.1% of its code files have a test that imports them | 1,263 test files. 56.6% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## 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](https://github.com/pandas-dev/pandas/tree/249a3e4845e574629d8f8aa6f1461fb47b02b02d)

### Which has more GitHub stars, EasySpider or pandas?

pandas, with 50,368 stars; EasySpider has 44,766.

The proof: [pandas-dev/pandas on GitHub](https://github.com/pandas-dev/pandas)

### 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](https://github.com/pandas-dev/pandas/tree/249a3e4845e574629d8f8aa6f1461fb47b02b02d)

### 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](https://github.com/pandas-dev/pandas/commits)

### 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](https://seerepo.com/r/pandas-dev/pandas/ai)

## Sources

- NaiboWang/EasySpider: Read on November 6, 2026, at commit ff65dba (https://github.com/NaiboWang/EasySpider/tree/ff65dba9a90596bdeb126ca375060430b2caadde)
- pandas-dev/pandas: Read on November 5, 2026, at commit 249a3e4 (https://github.com/pandas-dev/pandas/tree/249a3e4845e574629d8f8aa6f1461fb47b02b02d)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.