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Category:CAD softwareForsen Fonden
Forsen Fonden (Forsen Foundation) was a Danish art foundation founded in 1911 by Anders Bundgaard Jensen (1876-1958) and his wife, Gerda Bundgaard Jensen (1884-1967). The organisation was closed in 1950, and its assets were transferred to Det Gamle Folkemuseum. Its latest exhibitions were arranged in the National Gallery.
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Category:Foundations based in DenmarkQ:
Given a column of values in pandas, how can I find the values that appear in more than 1 row?
I have a dataframe with a column that contains strings (of various lengths) and I need to know if an element appears in more than one row.
It’s something like this:
+—–+———-+
| ID | values |
+—–+———-+
| 1 | a, d, c |
| 2 | d, f |
| 3 | e, c |
+—–+———-+
I can count the elements in each row, using itertools.product
import pandas as pd
df = pd.DataFrame({‘values’: [‘a, d, c’, ‘d, f’, ‘e, c’]})
df.values.apply(lambda x: sum(1 for i in x))
Out:
0 3
1 3
2 2
dtype: int64
But I can’t seem to be able to count the elements that are present in more than one row.
How can I do that?
This is what I’ve tried so far (but it doesn’t work):
df.apply(lambda x: len(list(x))).where(df.apply(lambda x: x.values in x)!= True)
Out:
0 NaN
1 NaN
2 NaN
dtype: float64
A:
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