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)


代码如下:

import pandas as pd

stemp2 = "C:\\Users\\lenovo\\Desktop\\数据库\\"
pos = stemp2 + "小学\\" + "数学" + ".xlsx"

df1 = pd.read_excel(pos, sheet_name="repository", dtype={"涉及题目": str})
df1 = df1.set_index("ID")
df2 = pd.read_excel(pos, 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(pos)
df1.to_excel(writer, sheet_name="repository")
df2.to_excel(writer, sheet_name="problems")
writer.save()

 


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