Get the specified row value of a given Pandas DataFrame Last Updated : 17 Aug, 2020 Summarize Comments Improve Suggest changes Share Like Article Like Report Pandas DataFrame is a two-dimensional size-mutable, potentially heterogeneous tabular data structure with labeled axes (rows and columns). Now let's see how to get the specified row value of a given DataFrame. We shall be using loc[ ], iloc[ ], and [ ] for a data frame object to select rows and columns from our data frame. iloc[ ] is used to select rows/ columns by their corresponding labels.loc[ ] is used to select rows/columns by their indices.[ ] is used to select columns by their respective names. Method 1: Using iloc[ ]. Example: Suppose you have a pandas dataframe and you want to select a specific row given its index. Python3 # import pandas library import pandas as pd # Creating a dictionary d = {'sample_col1': [1, 2, 3], 'sample_col2': [4, 5, 6], 'sample_col3': [7, 8, 9]} # Creating a Dataframe df = pd.DataFrame(d) # show the dataframe print(df) print() # Select Row No. 2 print(df.iloc[2]) Output: Method 2: Using loc[ ]. Example: Suppose you want to select rows where the value of a given column is given. Python3 # import pandas library import pandas as pd # Creating a dictionary d = {'sample_col1': [1, 2, 1], 'sample_col2': [4, 5, 6], 'sample_col3': [7, 8, 9]} # Creating a Dataframe df = pd.DataFrame(d) # show the dataframe print(df) print() # Select rows where sample_col1 is 1 print(df.loc[df['sample_col1'] == 1]) Output: Method 3: Using [ ] and iloc[ ]. Example: Suppose you want only the values pertaining to specific columns of a specific row. Python3 # import pandas library import pandas as pd # Creating a dictionary d = {'sample_col1': [1, 2, 1], 'sample_col2': [4, 5, 6], 'sample_col3': [7, 8, 9]} # Creating a Dataframe df = pd.DataFrame(d) # show the dataframe print(df) print() # Display column 1 and 3 for row 2 print(df[['sample_col1' , 'sample_col3']].iloc[1]) Output: Comment More infoAdvertise with us Next Article Get the specified row value of a given Pandas DataFrame S suchetaggarwal4 Follow Improve Article Tags : Python Python-pandas Python pandas-dataFrame Practice Tags : python Similar Reads Python Tutorial - Learn Python Programming Language Python is one of the most popular programming languages. Itâs simple to use, packed with features and supported by a wide range of libraries and frameworks. Its clean syntax makes it beginner-friendly. 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