pandas对excel遍历读取与填充：涉及多张表的保存NAN的类型处理NAN的处理（str类型下）

Posted 2022-12-18 chaosliang

代码如下：

import pandas as pd
df1 = pd.read_excel("小学//数学.xlsx", sheet_name="repository", dtype="涉及题目": str)
df1 = df1.set_index("ID")
df2 = pd.read_excel("小学//数学.xlsx", sheet_name="problems")
df2 = df2.set_index("ID")

for i in df2["涉及知识点"].index:
    id_know = df2["涉及知识点"].at[i]
    id_know = int(id_know)
    if df1["涉及题目"].at[id_know] == "nan":
        df1["涉及题目"].at[id_know] = str(i)
    else:
        df1["涉及题目"].at[id_know] += " "
        df1["涉及题目"].at[id_know] += str(i)

writer = pd.ExcelWriter("小学//数学.xlsx")
df1.to_excel(writer, sheet_name="repository")
df2.to_excel(writer, sheet_name="problems")
writer.save()