从字符串创建熊猫数据框（CSV格式）

Question

我有以下格式的字符串：

"A1","B1","C1","D1","E1","F1","G1","H1"\n"A2","B2","C2","D2","E2","F2"等

其中A到H是列，数字是指行。

我正在寻找创建熊猫数据框的最快方法。

我尝试过的一种很长的方法（及时完成）是使用

df = pd.DataFrame()
for row in data:
    reader = csv.reader(row)
    mylist = []
    for element in reader:
        if element!=['','']:
            mylist.append(element[0])
    df2 = pd.DataFrame([mylist])
    df = df.append(df2)

我正在寻找一种更快的方法。

Answer 1

我相信您需要StringIO和read_csv：

import pandas as pd

data = '"A1","B1","C1","D1","E1","F1","G1","H1"\n"A2","B2","C2","D2","E2","F2"'
df = pd.read_csv(pd.compat.StringIO(data), header=None)

print (df)


    0   1   2   3   4   5    6    7
0  A1  B1  C1  D1  E1  F1   G1   H1
1  A2  B2  C2  D2  E2  F2  NaN  NaN