pandas remove rows from dataframe that are in another dataframe code example
Example 1: remove rows from a dataframe that are present in another dataframe?
df.loc[~((df.Product_Num.isin(df2['Product_Num']))&(df.Price.isin(df2['Price']))),:]
Out[246]:
Product_Num Date Description Price
0 10 1-1-18 FruitSnacks 2.99
1 10 1-2-18 FruitSnacks 2.99
4 10 1-10-18 FruitSnacks 2.99
5 45 1-1-18 Apples 2.99
6 45 1-3-18 Apples 2.99
7 45 1-5-18 Apples 2.99
11 45 1-15-18 Apples 2.99
Example 2: delete rows in a table that are present in another table pandas
print (pd.merge(a,b, indicator=True, how='outer')
.query('_merge=="left_only"')
.drop('_merge', axis=1))
0 1
0 1 10
2 3 30