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Search 4GW – and other Beta software, is a search engine for OS X that uses algorithms to help users find the software they’re looking for on your computer. It doesn’t just search your Home folder, but everything that is installed on your computer.Q:
Selecting rows from column based on a given criteria in pandas
If I have a dataset like this:
+—–+———–+
| id | proptype |
+—–+———–+
| 1 | A |
| 2 | A |
| 3 | B |
| 4 | B |
| 5 | B |
+—–+———–+
How would I select the rows with the same proptype? In this case, there are two row, so I should get:
+—–+———–+
| id | proptype |
+—–+———–+
| 2 | A |
| 5 | B |
+—–+———–+
I know that I can make a list and use the.isin(list) function to select this condition, but I was wondering if there was a better way?
A:
You can use groupby and having with id converted to numeric and chained with groupby.transform:
m = df[‘proptype’].map(lambda x: x.astype(int).astype(str))
print (m)
0 A
1 A
2 B
3 B
Name: proptype, dtype: object
print (m.groupby(m).transform(‘sum’).ne(0).sum())
id
2 1
5 1
dtype: int64
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