# PythonBasic **Repository Path**: Angious/PythonBasic ## Basic Information - **Project Name**: PythonBasic - **Description**: 平时工作中常用的Python零碎知识总结,爬虫学习总结与练习,Python数据分析学习总结 - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 1 - **Forks**: 1 - **Created**: 2020-05-03 - **Last Updated**: 2025-01-18 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README **平时工作中经常用到的Python零碎知识点总结,Python爬虫知识总结及练习,Python数据分析等** ## 0、Linux常用操作命令 0.0. [Linux常用操作命令(更新……)](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Linux%E5%B8%B8%E7%94%A8%E6%93%8D%E4%BD%9C%E5%91%BD%E4%BB%A4.md) 0.1. [Linux命令](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Linux%E5%91%BD%E4%BB%A4.md) 0.2. [Linux文件权限](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Linux%E6%96%87%E4%BB%B6%E6%9D%83%E9%99%90.md) 0.3. [Linux-vim编辑器](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Linux-vim%E7%BC%96%E8%BE%91%E5%99%A8.md) 0.4. [shell语法](https://github.com/daacheng/PythonBasic/blob/master/studynotes/shell%E8%AF%AD%E6%B3%95.md) 0.5. [redis基础操作](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Redis%E5%9F%BA%E7%A1%80%E6%93%8D%E4%BD%9C.md) ## 1、studynote文件夹 1.0. [Python常用小知识点(更新……)](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%B8%B8%E7%94%A8%E5%B0%8F%E7%9F%A5%E8%AF%86%E7%82%B9(%E6%9B%B4%E6%96%B0ing%E2%80%A6%E2%80%A6).md) 1.1. [Python基础总结一](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%9F%BA%E7%A1%80%E6%80%BB%E7%BB%93%E4%B8%80.md) 1.2. [Python基础总结二](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%9F%BA%E7%A1%80%E6%80%BB%E7%BB%93%E4%BA%8C.md) 1.3. [Python学习之jieba库(分词).md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%AD%A6%E4%B9%A0%E4%B9%8Bjieba%E5%BA%93%EF%BC%88%E5%88%86%E8%AF%8D%EF%BC%89.md) 1.4. [Python简单处理csv,json,xml,Excel文件.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%AE%80%E5%8D%95%E5%A4%84%E7%90%86csv%EF%BC%8Cjson%EF%BC%8Cxml%EF%BC%8CExcel%E6%96%87%E4%BB%B6.md) 1.5. [Python十进制、十六进制、字符串、字节串之间转换](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%8D%81%E8%BF%9B%E5%88%B6%E3%80%81%E5%8D%81%E5%85%AD%E8%BF%9B%E5%88%B6%E3%80%81%E5%AD%97%E8%8A%82%E4%B8%B2%E3%80%81%E5%AD%97%E7%AC%A6%E4%B8%B2%E8%BD%AC%E6%8D%A2.md) 1.6. [Python网络编程之socketserver](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%BD%91%E7%BB%9C%E7%BC%96%E7%A8%8B%E4%B9%8Bsocketserver.md) 1.7. [Python代码之pythonic几种写法](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E4%BB%A3%E7%A0%81pythonic%E5%87%A0%E7%A7%8D%E5%86%99%E6%B3%95.md) 1.8. [Python之多线程](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E5%A4%9A%E7%BA%BF%E7%A8%8B.md) 1.9. [Python实现TFTP文件传输](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%AE%9E%E7%8E%B0TFTP%E6%96%87%E4%BB%B6%E4%BC%A0%E8%BE%93.md) 1.10. [Python之多进程](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E5%A4%9A%E8%BF%9B%E7%A8%8B.md) 1.11. [Python如何在两个py文件中使用同一个变量](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%A6%82%E4%BD%95%E5%9C%A8%E4%B8%A4%E4%B8%AApy%E6%96%87%E4%BB%B6%E4%B8%AD%E5%85%B1%E4%BA%AB%E5%90%8C%E4%B8%80%E4%B8%AA%E5%8F%98%E9%87%8F.md) 1.12. [Python进程、线程、协程概念理解](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E8%BF%9B%E7%A8%8B%E3%80%81%E7%BA%BF%E7%A8%8B%E3%80%81%E5%8D%8F%E7%A8%8B%E6%A6%82%E5%BF%B5.md) 1.13. [Python异步IO--asyncio用法](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E5%BC%82%E6%AD%A5IO--asyncio%E7%94%A8%E6%B3%95.md) 1.14. [Python异步HTTP--aiohttp用法](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E5%BC%82%E6%AD%A5http%E5%BA%93--aiohttp.md) 1.15. [Python通用日志模块配置](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E9%80%9A%E7%94%A8%E6%97%A5%E5%BF%97%E6%A8%A1%E5%9D%97%E9%85%8D%E7%BD%AE.md) 1.16. [git使用文档](https://github.com/daacheng/PythonBasic/blob/master/studynotes/git%E6%96%87%E6%A1%A3.md) 1.17. [Python之namedtuple对象](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8Bnamedtuple%E5%AF%B9%E8%B1%A1.md) 1.18. [Python中的单下划线与双下划线](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B8%AD%E7%9A%84%E5%8D%95%E4%B8%8B%E5%88%92%E7%BA%BF%E4%B8%8E%E5%8F%8C%E4%B8%8B%E5%88%92%E7%BA%BF.md) 1.19. [Python之协程](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E5%8D%8F%E7%A8%8B.md) 1.20. [Python之利用MongoDB存储图片](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E5%88%A9%E7%94%A8MongoDB%E5%AD%98%E5%82%A8%E5%9B%BE%E7%89%87.md) 1.21. [nginx+flask+gunicorn部署](https://github.com/daacheng/PythonBasic/blob/master/studynotes/nginx%2Bflask%2Bgunicorn%E9%83%A8%E7%BD%B2.md) 1.22. [Python之装饰器](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8B%E8%A3%85%E9%A5%B0%E5%99%A8.md) 1.23. [Python之连接数据库](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E8%BF%9E%E6%8E%A5%E6%95%B0%E6%8D%AE%E5%BA%93%E6%93%8D%E4%BD%9C.md) 1.24. [Python之AES加密解密](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E4%B9%8BAES%E5%8A%A0%E5%AF%86%E8%A7%A3%E5%AF%86.md) 1.25. [Python利用socket实现http协议](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%88%A9%E7%94%A8socket%E5%AE%9E%E7%8E%B0%E7%AE%80%E5%8D%95http%20server.md) 1.26. [Python变量作用域与闭包](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E5%8F%98%E9%87%8F%E4%BD%9C%E7%94%A8%E5%9F%9F%E4%B8%8E%E9%97%AD%E5%8C%85.md) ## 2、spider文件夹为爬虫练习代码 2.[爬虫练习代码](https://github.com/daacheng/PythonBasic/tree/master/spider) 2.1. [Python爬虫之Requests库.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB%E4%B9%8BRequests%E5%BA%93.md) 2.2. [Python爬虫之BeautifulSoup.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB%E4%B9%8BBeautifulSoup.md) 2.3. [Python爬虫--xpath解析](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--xpath%E8%A7%A3%E6%9E%90.md) 2.4. [Python爬虫--猫眼电影top100基本信息(简单)](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E7%8C%AB%E7%9C%BC%E7%94%B5%E5%BD%B1top100%E5%9F%BA%E6%9C%AC%E4%BF%A1%E6%81%AF.md) 2.5. [Python爬虫--头条街拍图片爬取保存(简单)](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E5%A4%B4%E6%9D%A1%E8%A1%97%E6%8B%8D%E5%9B%BE%E7%89%87%E7%88%AC%E5%8F%96.md) 2.6. [Python爬虫--爬取网站验证码(简单)](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E7%88%AC%E5%8F%96%E7%BD%91%E7%AB%99%E9%AA%8C%E8%AF%81%E7%A0%81.md) 2.7. [Python爬虫--selenium基础操作](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--selenium%E5%9F%BA%E7%A1%80%E6%93%8D%E4%BD%9C.md) 2.8. [Python爬虫--selenium爬取淘宝商品信息](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--selenium%E7%88%AC%E5%8F%96%E6%B7%98%E5%AE%9D%E5%95%86%E5%93%81%E4%BF%A1%E6%81%AF.md) 2.9. [Python爬虫--武汉15个区90000条二手房数据](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E6%AD%A6%E6%B1%8915%E4%B8%AA%E5%9C%B0%E5%8C%BA9%E4%B8%87%E6%9D%A1%E4%BA%8C%E6%89%8B%E6%88%BF%E6%95%B0%E6%8D%AE.md) 2.10. [Python爬虫--设置代理](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E8%AE%BE%E7%BD%AE%E4%BB%A3%E7%90%86.md) 2.11. [Python爬虫--代理池维护系统代码](https://github.com/daacheng/PythonBasic/tree/master/agent_pool) 2.12. [Python爬虫--代理池系统](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E4%BB%A3%E7%90%86%E6%B1%A0%E7%BB%B4%E6%8A%A4.md) 2.13. [Python爬虫--利用代理池系统爬取微信公众号文章](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E5%88%A9%E7%94%A8%E4%BB%A3%E7%90%86%E6%B1%A0%E7%B3%BB%E7%BB%9F%E7%88%AC%E5%8F%96%E5%BE%AE%E4%BF%A1%E5%85%AC%E4%BC%97%E5%8F%B7%E6%96%87%E7%AB%A0.md) 2.14. [Python爬虫--scrapy爬虫框架入门](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--scrapy%E7%88%AC%E8%99%AB%E6%A1%86%E6%9E%B6%E5%85%A5%E9%97%A8.md) 2.15. [Python爬虫--顺企网企业信息爬取](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E9%A1%BA%E4%BC%81%E7%BD%91%E4%BC%81%E4%B8%9A%E4%BF%A1%E6%81%AF%E7%88%AC%E5%8F%96.md) 2.16. [Python爬虫--爬取微博指定用户主页下的所有图片](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E7%88%AC%E5%8F%96%E5%BE%AE%E5%8D%9A%E6%8C%87%E5%AE%9A%E7%94%A8%E6%88%B7%E4%B8%BB%E9%A1%B5%E4%B8%8B%E7%9A%84%E6%89%80%E6%9C%89%E5%9B%BE%E7%89%87.md) 2.17. [Python爬虫--知乎钓鱼贴30000多张漂亮小姐姐图片爬取](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E7%88%AC%E8%99%AB--%E7%9F%A5%E4%B9%8E%E9%92%93%E9%B1%BC%E8%B4%B43%E4%B8%87%E5%A4%9A%E5%BC%A0%E6%BC%82%E4%BA%AE%E5%B0%8F%E5%A7%90%E5%A7%90%E7%85%A7%E7%89%87.md) ## 3、算法图解 3.1. [二分查找、选择排序、递归](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E4%BA%8C%E5%88%86%E6%9F%A5%E6%89%BE%E3%80%81%E9%80%89%E6%8B%A9%E6%8E%92%E5%BA%8F%E3%80%81%E9%80%92%E5%BD%92.md) 3.2. [快速排序、哈希表、图、广度优先搜索算法](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E5%BF%AB%E9%80%9F%E6%8E%92%E5%BA%8F%E3%80%81%E5%93%88%E5%B8%8C%E8%A1%A8%E3%80%81%E5%9B%BE%E3%80%81%E5%B9%BF%E5%BA%A6%E4%BC%98%E5%85%88%E6%90%9C%E7%B4%A2%E7%AE%97%E6%B3%95.md) ## 4、数据分析--pandas 4.1. [Python数据分析学习一--numpy.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AD%A6%E4%B9%A0%E4%B8%80--numpy.md) 4.2. [Python数据分析学习二--pandas库.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AD%A6%E4%B9%A0%E4%BA%8C--pandas%E5%BA%93.md) 4.3. [Python数据分析学习三--数据加载.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AD%A6%E4%B9%A0%E4%B8%89--%E6%95%B0%E6%8D%AE%E5%8A%A0%E8%BD%BD.md) 4.4. [Python数据分析学习四--合并数据集.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AD%A6%E4%B9%A0%E5%9B%9B--%E5%90%88%E5%B9%B6%E6%95%B0%E6%8D%AE%E9%9B%86.md) 4.5. [Python数据分析学习五--数据转换、过滤清理.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AD%A6%E4%B9%A0%E4%BA%94--%E6%95%B0%E6%8D%AE%E8%BD%AC%E6%8D%A2%E3%80%81%E8%BF%87%E6%BB%A4%E6%B8%85%E7%90%86.md) 4.6. [Python数据分析学习六--字符串操作.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AD%A6%E4%B9%A0%E5%85%AD--%E5%AD%97%E7%AC%A6%E4%B8%B2%E6%93%8D%E4%BD%9C.md) 4.7. [Python数据分析学习七--groupby分组.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/Python%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%AD%A6%E4%B9%A0%E4%B8%83--groupby%E5%88%86%E7%BB%84.md) 4.8. [pandas实战--分析chipo快餐数据](https://github.com/daacheng/PythonBasic/blob/master/studynotes/pandas%E5%88%86%E6%9E%90Chipotle%E5%BF%AB%E9%A4%90%E6%95%B0%E6%8D%AE.md) 4.9. [pandas实战--分析欧洲杯数据](https://github.com/daacheng/PythonBasic/blob/master/studynotes/pandas%E5%88%86%E6%9E%90%E4%B9%8B%E6%AC%A7%E6%B4%B2%E6%9D%AF%E6%95%B0%E6%8D%AE.md) 4.10. [pandas实战--分析“酒精类消费数据”和“美国犯罪数据”](https://github.com/daacheng/PythonBasic/blob/master/studynotes/pandas%E5%88%86%E6%9E%90%E9%85%92%E7%B1%BB%E6%B6%88%E8%B4%B9%E6%95%B0%E6%8D%AE%E4%B8%8E%E7%BE%8E%E5%9B%BD%E7%8A%AF%E7%BD%AA%E6%95%B0%E6%8D%AE.md) 4.11. [pandas实战--数据集合并与风速数据统计](https://github.com/daacheng/PythonBasic/blob/master/studynotes/pandas--%E6%95%B0%E6%8D%AE%E9%9B%86%E5%90%88%E5%B9%B6%E4%B8%8E%E9%A3%8E%E9%80%9F%E6%95%B0%E6%8D%AE%E7%BB%9F%E8%AE%A1.md) 4.12. [pandas实战--时间序列与删除数据](https://github.com/daacheng/PythonBasic/blob/master/studynotes/pandas--%E6%97%B6%E9%97%B4%E5%BA%8F%E5%88%97%E5%92%8C%E6%95%B0%E6%8D%AE%E5%88%A0%E9%99%A4.md) 4.13. [matplotlib绘制简单条形图](https://github.com/daacheng/PythonBasic/blob/master/studynotes/matplotlib%E7%BB%98%E5%88%B6%E7%AE%80%E5%8D%95%E7%9A%84%E6%9D%A1%E5%BD%A2%E5%9B%BE.md) 4.14. [matplotlib绘制饼状图](https://github.com/daacheng/PythonBasic/blob/master/studynotes/matplotlib%E7%BB%98%E5%88%B6%E9%A5%BC%E7%8A%B6%E5%9B%BE.md) ## 5、《图解TCP/IP》 5.1. [一、网络基础知识](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E4%B8%80%E3%80%81%E7%BD%91%E7%BB%9C%E5%9F%BA%E7%A1%80%E7%9F%A5%E8%AF%86.md) 5.2. [二、数据链路](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E4%BA%8C%E3%80%81%E6%95%B0%E6%8D%AE%E9%93%BE%E8%B7%AF.md) 5.3. [三、IP协议](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E4%B8%89%E3%80%81IP%E5%8D%8F%E8%AE%AE.md) 5.4. [四、TCP与UDP](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E5%9B%9B%E3%80%81TCP%E4%B8%8EUDP.md) 5.5. [五、总结](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E3%80%8A%E5%9B%BE%E8%A7%A3HTTP%E3%80%8B%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%B9%8B%E5%8D%8F%E8%AE%AE.md) ## 6、《图解HTTP》 6.1. [《图解HTTP》学习笔记之协议.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E3%80%8A%E5%9B%BE%E8%A7%A3HTTP%E3%80%8B%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%B9%8B%E5%8D%8F%E8%AE%AE.md) 6.2. [《图解HTTP》学习—状态码、网关、代理、隧道.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E3%80%8A%E5%9B%BE%E8%A7%A3HTTP%E3%80%8B%E5%AD%A6%E4%B9%A0%E2%80%94%E7%8A%B6%E6%80%81%E7%A0%81%E3%80%81%E7%BD%91%E5%85%B3%E3%80%81%E4%BB%A3%E7%90%86%E3%80%81%E9%9A%A7%E9%81%93.md) 6.3. [《图解HTTP》—http首部字段总结.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E3%80%8A%E5%9B%BE%E8%A7%A3HTTP%E3%80%8B%E2%80%94http%E9%A6%96%E9%83%A8%E5%AD%97%E6%AE%B5%E6%80%BB%E7%BB%93.md) ## 7、《深入浅出统计学》 7.1. [《深入浅出统计学》笔记上.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E3%80%8A%E6%B7%B1%E5%85%A5%E6%B5%85%E5%87%BA%E7%BB%9F%E8%AE%A1%E5%AD%A6%E3%80%8B%E7%AC%94%E8%AE%B0%E4%B8%8A.md) 7.2. [《深入浅出统计学》笔记下.md](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E3%80%8A%E6%B7%B1%E5%85%A5%E6%B5%85%E5%87%BA%E7%BB%9F%E8%AE%A1%E5%AD%A6%E3%80%8B%E7%AC%94%E8%AE%B0%E4%B8%8B.md) ## 8、kafka(分布式发布消息订阅系统) 8.1. [一、kafka基本概念](https://github.com/daacheng/PythonBasic/blob/master/studynotes/%E4%B8%80%E3%80%81kafka%E6%98%AF%E4%BB%80%E4%B9%88.md) ## 9、ZeroMQ 9.1. [ZeroMQ基础](https://github.com/daacheng/PythonBasic/blob/master/studynotes/ZeroMQ%E5%9F%BA%E7%A1%80.md)