랭귀지/pandas
pandas concat
유키공
2024. 7. 13. 10:42
import pandas as pd
df1 = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})
df2 = pd.DataFrame({'C': [7, 8, 9], 'D': [10, 11, 12]})
# concat하고 결측치를 0으로 채운 후 reset_index
result = pd.concat([df1, df2], axis=0, sort=False).fillna(0).astype(int).reset_index(drop=True)
print(result)
A B C D
0 1 4 0 0
1 2 5 0 0
2 3 6 0 0
3 0 0 7 10
4 0 0 8 11
5 0 0 9 12