简介
在本项目中,你将学习如何使用Python将JSON数据转换为CSV格式。这是数据科学和开发中的常见任务,因为JSON常用于API响应,而CSV是存储表格数据的常用格式。
👀 预览
$ head result.csv
"IP","状态","时间","HttpReferer","HttpUserAgent","请求","HttpXForwardedFor","发送的字节数","远程用户","请求长度"
"72.55.30.187","202","[2016-02-23 16:25:10]","http://www.google.cn/search?q=hive","Mozilla/4.0 (兼容; MSIE 7.0; Windows NT 5.1; Trident/4.0;.NET CLR 2.0.50727)","GET /index.html HTTP/1.1","-","-","-","0"
"55.222.156.202","200","[2016-02-23 16:25:10]","-","Mozilla/4.0 (兼容; MSIE6.0; Windows NT 5.0;.NET CLR 1.1.4322)","GET /login.php HTTP/1.1","-","-","-","0"
"190.215.55.29","201","[2016-02-23 16:25:10]","-","Mozilla/4.0 (兼容; MSIE6.0; Windows NT 5.0;.NET CLR 1.1.4322)","GET /view.php HTTP/1.1","-","-","-","0"
"63.132.98.30","200","[2016-02-23 16:25:10]","-","Mozilla/5.0 (兼容; MSIE 10.0; Windows NT 6.2; Trident/6.0)","GET /list.php HTTP/1.1","-","-","-","0"
"214.124.190.132","201","[2016-02-23 16:25:10]","-","Mozilla/5.0 (iPhone; CPU iPhone OS 7_0_3 like Mac OS X) AppleWebKit/537.51.1 (KHTML, like Gecko) Version/7.0 Mobile/11B511 Safari/9537.53","GET /login.php HTTP/1.1","-","-","-","0"
"98.215.187.30","202","[2016-02-23 16:25:10]","-","Mozilla/5.0 (兼容; MSIE 10.0; Windows NT 6.2; Trident/6.0)","GET /upload.php HTTP/1.1","-","-","-","0"
"143.55.168.187","201","[2016-02-23 16:25:10]","-","Mozilla/5.0 (兼容; MSIE 10.0; Windows NT 6.2; Trident/6.0)","GET /login.php HTTP/1.1","-","-","-","0"
"98.190.201.29","200","[2016-02-23 16:25:10]","-","Mozilla/5.0 (Linux; Android 4.2.1; Galaxy Nexus Build/JOP40D) AppleWebKit/535.19 (KHTML, like Gecko) Chrome/18.0.1025.166 Mobile Safari/535.19","GET /view.php HTTP/1.1","-","-","-","0"
"10.168.55.143","301","[2016-02-23 16:25:10]","http://cn.bing.com/search?q=spark mlib","Mozilla/5.0 (兼容; MSIE 10.0; Windows NT 6.2; Trident/6.0)","GET /admin/login.php HTTP/1.1","-","-","-","0"
🎯 任务
在本项目中,你将学习:
- 如何读取和理解JSON数据
- 如何将JSON数据转换为CSV文件
- 如何使用正确的列名和格式写入CSV文件
🏆 成果
完成本项目后,你将能够:
- 高效地将从API获取的JSON数据转换为结构化的CSV格式
- 理解解析JSON数据并将其写入CSV文件的过程
- 将这些技能应用于各种数据处理和分析任务