2. Use Python to import the CSV file into a DataFrame.

import pandas as pd

# Load the LIAR dataset CSV file into a DataFrame

df = pd.read_csv('liar_dataset.csv')

# Display the first 5 rows of the DataFrame

print(df.head())   # By default it displays 5 rows

# Display the first two rows of the DataFrame 

df.head(2) 

Expected Output

When you run the code above, assuming your liar_dataset.csv file is correctly loaded, the output will display the first 5 rows of the DataFrame. The output will look something like this:

   ID        label                                       statement  \

0   1  barely-true  Says the Annies List political group supports...   

1   2       false  When did the decline of coal start? It started...   

2   3       false  Hillary Clinton admits she wants to take your ...   

3   4       false  Health insurance premiums have doubled in Wis...   

4   5  barely-true  Democrats and Republicans in the House were ab...

            subject       speaker     job_title               state  \

0           abortion  Dwayne Bohac  State Representative      Texas   

1          energy  David Dewhurst  Former Lt. Governor      Texas   

2          gun-control  Alex Jones  Radio host      Texas   

3          health-care  Scott Walker  Governor      Wisconsin   

4  government-efficiency  James White  State Representative      Texas   

           party  context   

0  Republican    campaign-ad   

1  Republican    speech   

2  Republican    radio-interview   

3  Republican    speech   

4  Republican    press-release