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别瞎学了!Python 数据分析必懂的4个库

2026-03-09 14:53:53

别瞎学了!Python 数据分析必懂的4个库

别瞎学了！Python 数据分析必懂的4个库

还在为 Python 数据分析的库太多而迷茫？不知道该从哪个库开始学？其实，Python 数据分析的核心能力，就藏在 4 个库中：从科学计算到数据处理，再到可视化展示，一套组合拳就能覆盖全链路。
#数据分析 #python入门 #python数据分析 #数据分析师必备技能

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CONNECT:[ UseTime:0.000920s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001605s ]
SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000780s ]
SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000628s ]
SHOW FULL COLUMNS FROM `set` [ RunTime:0.001291s ]
SELECT * FROM `set` [ RunTime:0.000496s ]
SHOW FULL COLUMNS FROM `article` [ RunTime:0.001467s ]
SELECT * FROM `article` WHERE `id` = 478988 LIMIT 1 [ RunTime:0.002425s ]
UPDATE `article` SET `lasttime` = 1774600845 WHERE `id` = 478988 [ RunTime:0.005388s ]
SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000311s ]
SELECT * FROM `article` WHERE `id` < 478988 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000539s ]
SELECT * FROM `article` WHERE `id` > 478988 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000614s ]
SELECT * FROM `article` WHERE `id` < 478988 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000737s ]
SELECT * FROM `article` WHERE `id` < 478988 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000736s ]
SELECT * FROM `article` WHERE `id` < 478988 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.001123s ]

0.098481s

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