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Automation & scripting medium

How to Create a Link Graph Visualization for Any Website in Python

A Python script that crawls a website's internal links, builds a directed graph of parent-child URL relationships, and prints the graph to the console.

crawler graph visualization
Python 
import requests
from bs4 import BeautifulSoup
from collections import defaultdict
from urllib.parse import urljoin, urlparse
import sys

def get_links(url, max_links=20):
    try:
        response = requests.get(url, timeout=5)
        soup = BeautifulSoup(response.text, 'html.parser')
        base_url = f"{urlparse(u…
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