pandas select row by index

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showing results for - "pandas select row by index"
Lana
15 Nov 2016
1#for single row
2df.loc[ index , : ]
3
4# for multiple rows
5indices = [1, 20, 33, 47, 52 ]
6new_df= df.iloc[indices, :]
Abigail
20 Nov 2019
1df.iloc[[index]]
2
Vincent
02 Aug 2016
1row_data = df.loc[ 'a' , : ]
Serena
05 Feb 2018
1dfObj.iloc[: , [0, 2]]
2
Frieda
26 Oct 2019
1df.iloc[1] # replace index integer with specific row number
Rik
07 Apr 2019
1from pandas import DataFrame
2
3boxes = {'Color': ['Green','Green','Green','Blue','Blue','Red','Red','Red'],
4         'Shape': ['Rectangle','Rectangle','Square','Rectangle','Square','Square','Square','Rectangle'],
5         'Price': [10,15,5,5,10,15,15,5]
6        }
7
8df = DataFrame(boxes, columns= ['Color','Shape','Price'])
9
10select_color = df.loc[df['Color'] == 'Green']
11print (select_color)
12
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