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Python-26-(宽表和长表互换)
2026-06-28 02:41:12
Python-26-(宽表和长表互换)
Excel有提到宽表和长表。
Excel-48(宽表 vs 长表)
现在我们看下Python的方法怎么完成这两个之间的互相转换。
宽表→长表
长表→宽表
方法①:stack()
方法①:unstack()
方法②:melt()
方法②:pivot_table()
stack() & unstak()
melt():宽表转长表
melt(id_vars='',var_name='',value_name='')
id_vars,固定不变的列,var_name原来的“列索引”转到行后的“列名”,value_name转换后的值对应的列名
pivot_table():长表转宽表
pivot_table()即数据透视表,关键参数:行,列,值,聚合方式分别对应的参数为
index, columns, value, aggfunc
。
~~完成了
Day 26
#Python
#表格转换
#数据处理
在某个时刻,会突然活得平静,这是一种灵魂的指引。
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CONNECT:[ UseTime:0.000657s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000894s ]
SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000351s ]
SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000280s ]
SHOW FULL COLUMNS FROM `set` [ RunTime:0.000542s ]
SELECT * FROM `set` [ RunTime:0.000197s ]
SHOW FULL COLUMNS FROM `article` [ RunTime:0.000537s ]
SELECT * FROM `article` WHERE `id` = 498091 LIMIT 1 [ RunTime:0.000547s ]
UPDATE `article` SET `lasttime` = 1783047179 WHERE `id` = 498091 [ RunTime:0.026359s ]
SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000349s ]
SELECT * FROM `article` WHERE `id` < 498091 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000484s ]
SELECT * FROM `article` WHERE `id` > 498091 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000540s ]
SELECT * FROM `article` WHERE `id` < 498091 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.004570s ]
SELECT * FROM `article` WHERE `id` < 498091 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000982s ]
SELECT * FROM `article` WHERE `id` < 498091 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002068s ]
0.121850s