select row in pandas code example

Example 1: how to get a row from a dataframe in python

df.iloc[[index]]

Example 2: isolate row based on index pandas

dfObj.iloc[: , [0, 2]]

Example 3: select rows from dataframe pandas

from pandas import DataFrame

boxes = {'Color': ['Green','Green','Green','Blue','Blue','Red','Red','Red'],
         'Shape': ['Rectangle','Rectangle','Square','Rectangle','Square','Square','Square','Rectangle'],
         'Price': [10,15,5,5,10,15,15,5]
        }

df = DataFrame(boxes, columns= ['Color','Shape','Price'])

select_color = df.loc[df['Color'] == 'Green']
print (select_color)

Example 4: get column pandas

column = df["column_name"]

Example 5: retrieve row by index pandas

rowData = dfObj.loc[ 'b' , : ]

Example 6: how to use loc and iloc in pandas

>>> df.iloc[0, 1]
2