尝试生成虚拟DataFrame但收到错误

问题描述 投票:0回答:1

目的:

我想生成一个虚拟数据框来测试某些函数,但我无法将我的数组传递给DataFrame。

情况:

我想插入第一列:dates,后续列将是字符串或整数。

我的代码:

import pandas as pd
import numpy as np

col_names = ['Date', 'a', 'b', 'Dernier', 'Frequences', 'Total'] # 6 columns
data =[['2019-01-21',456,'dwfv84',23,74,261,4221],
['2019-02-10',123,'qwbe78',3,83,9251],
['2019-01-25',789,'adqw87',19,478,19195],
['2018-01-04',988,'afdi25',40,321,3753],
['2018-03-19',784,'asdf48',331,413,8551],
['2018-04-15',445,'asfv41',304,246,10215],
['2018-04-10',589,'sdqw88',309,80,19569],
['2018-05-20',741,'dsdg46',269,282,3108],
['2018-06-30',852,'cvgo87',228,261,5975],
['2019-01-19',963,'ewgs45',25,357,4405],
['2019-01-12',369,'fbbr54',32,197,1019],
['2019-01-18',258,'fwgs77',26,132,18100],
['2019-02-10',147,'jkyu87',3,32,8678],
['2019-02-05',753,'yukh20',8,132,19871]]

my_data= np.array(data)
datas = pd.DataFrame(data=my_data, columns=col_names)

错误信息:

ValueError:传递的项目数错误1,展示位置意味着6

ValueError:传递值的形状为(1,14),索引暗示(6,14)

python pandas numpy
1个回答
1
投票

从第一行删除了'74'

import pandas as pd
import numpy as np

col_names = ['Date', 'a', 'b', 'Dernier', 'Frequences', 'Total'] # 6 columns
data =[['2019-01-21',456,'dwfv84',23, 261,4221],
['2019-02-10',123,'qwbe78',3,83,9251],
['2019-01-25',789,'adqw87',19,478,19195],
['2018-01-04',988,'afdi25',40,321,3753],
['2018-03-19',784,'asdf48',331,413,8551],
['2018-04-15',445,'asfv41',304,246,10215],
['2018-04-10',589,'sdqw88',309,80,19569],
['2018-05-20',741,'dsdg46',269,282,3108],
['2018-06-30',852,'cvgo87',228,261,5975],
['2019-01-19',963,'ewgs45',25,357,4405],
['2019-01-12',369,'fbbr54',32,197,1019],
['2019-01-18',258,'fwgs77',26,132,18100],
['2019-02-10',147,'jkyu87',3,32,8678],
['2019-02-05',753,'yukh20',8,132,19871]]

my_data= np.array(data)
datas = pd.DataFrame(data=my_data, columns=col_names)
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