当我转置数据框时，它显示 nan 值

Question

import pymysql
import pandas as pd
import numpy

conn = pymysql.connect(host="localhost",port=3306,db="school",user="root",password="@mit123")
print("Connection established sucessfully")
cursor = conn.cursor()

sql = "SELECT * FROM records"
cursor.execute(sql)
result = cursor.fetchall()

data= result
df = pd.DataFrame(data)
df1=df.T
print(df)
print(df1)

df2 = pd.DataFrame(df1,index=["id","name","rollno.","city"])
print(df2)

以下是输出。什么可能导致问题？我不能将一个数据帧转置为另一个数据帧吗？

Connection established sucessfully
   0       1  2   3       4
0  1    amit  1  92  jorhat
1  2  subham  2  93  jorhat
2  3     ram  3  89   surat
3  4    anil  4  91   delhi
4  5   abdul  5  81  bhopal
5  6  joseph  6  90  sikkim
6  7     Ben  7  94  indore
7  8     tom  8  99     goa
        0       1      2      3       4       5       6    7
0       1       2      3      4       5       6       7    8
1    amit  subham    ram   anil   abdul  joseph     Ben  tom
2       1       2      3      4       5       6       7    8
3      92      93     89     91      81      90      94   99
4  jorhat  jorhat  surat  delhi  bhopal  sikkim  indore  goa
           0    1    2    3    4    5    6    7
id       NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN
name     NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN
rollno.  NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN
city     NaN  NaN  NaN  NaN  NaN  NaN  NaN  NaN

Process finished with exit code 0

这是我的 sql 表：

当我在数据框中使用索引时，它会显示形状错误：

Shape of passed values is (5, 8), indices imply (4, 8)

Answer 1

我可以使用我的数据库重现 NaN 错误。所以我认为原因是那里没有列名。 因此，您可以执行以下操作：

import pymysql
import pandas as pd
import numpy

conn = pymysql.connect(host="localhost",
                       port=3306,
                       db="school",
                       user="root",
                       password="@mit123")

print("Connection established sucessfully")

sql = "SELECT * FROM records"

df = pd.read_sql(con=conn,sql=sql)

df1=df.T
print(df)
print(df1)

df2 = pd.DataFrame(df1,index=["id","name","roll_number","city"])
print(df2)

这解决了 NaN 错误。 形状错误可能是由于您没有将“百分比”列传递给索引，但我无法重现此错误。