creat a script script python to display the insta view/like/ratio count in python

main.py
import requests
from bs4 import BeautifulSoup
import matplotlib.pyplot as plt

# Function to scrape Instagram counts
def scrape_instagram_counts(username):
    url = f"https://www.instagram.com/{username}"
    response = requests.get(url)
    if response.status_code == 200:
        soup = BeautifulSoup(response.content, 'html.parser')
        follower_count = soup.find('meta', property='og:description').get('content')
        views_count = soup.find('script', string=lambda x: 'edge_media_preview_like_count' in str(x)).get_text()
        like_ratio = int(views_count) / int(follower_count.split()[0].replace(',', ''))
        return int(follower_count.split()[0].replace(',', '')), int(views_count), like_ratio
    else:
        return None

# Input your Instagram username here
username = 'your_instagram_username'
counts = scrape_instagram_counts(username)

if counts:
    follower_count, views_count, like_ratio = counts
    print(f'Instagram Stats for {username}:')
    print(f'Followers: {follower_count}')
    print(f'Views: {views_count}')
    print(f'Like Ratio: {like_ratio:.2f}')
    
    # Data Visualization
    labels = ['Followers', 'Views']
    values = [follower_count, views_count]
    
    plt.bar(labels, values)
    plt.xlabel('Count Type')
    plt.ylabel('Count')
    plt.title(f'Instagram Stats for {username}')
    plt.show()
else:
    print(f'Unable to retrieve Instagram stats for {username}. Please check the username or try again later.')
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