What is the method to read a specific number of rows from a CSV file?

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There are several methods to read a specific number of rows from a CSV file, but here are three common ways to do so:

1. Using a loop to read a certain number of rows:

import csv

with open('file.csv', 'r') as file:
    reader = csv.reader(file)
    row_count = 0
    num_rows = 10 # Set the number of rows to read
    for row in reader:
        if row_count < num_rows:
            print(row)
            row_count += 1
        else:
            break

1. Using the islice function from the itertools module:

import csv
from itertools import islice

with open('file.csv', 'r') as file:
    reader = csv.reader(file)
    num_rows = 10 # Set the number of rows to read
    for row in islice(reader, num_rows):
        print(row)

1. Using Pandas library:

import pandas as pd

df = pd.read_csv('file.csv', nrows=10)
print(df)

Each method has its advantages and disadvantages depending on your use case, so choose the one that suits your needs the best.