CTFTIME Comparing the distribution of points

script.py

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

def getPoint(event_id, topN=50):
    headers = { "User-Agent": "Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:61.0) Gecko/20100101 Firefox/61.0"}
    r = requests.get(f"https://ctftime.org/event/{event_id}", headers=headers)
    soup = BeautifulSoup(r.text, 'html.parser')
    title = soup.find('div', class_="page-header").text.strip()
    teams = soup.find_all('tr')[1:]
    points = [*map(lambda x:float(x.find_all('td')[-1].text), teams)]
    points = points[:topN] # top N
    maxPoint = points[0]
    points = [*map(lambda x: (x/maxPoint)*100, points)] # scale
    return title, points

t1, p1 = getPoint(1953) # ASIS CTF Finals 2023
t2, p2 = getPoint(1850) # Insomni'hack 2023

plt.bar(range(len(p1)), p1, width=0.5, color='g', label=t1)
plt.bar(range(len(p2)), p2, width=0.5, color='r', label=t2, align='edge')
plt.legend()
plt.xlabel('rank')
plt.ylabel('Rating points')
plt.title('Comparing the distribution of points')
plt.show()