a bot that scrapes nba.com for all player stats. Stats should include points per game(ppg), assists per game(apg), rebounds per game(rpg), steals per game(spg).

import requests
from bs4 import BeautifulSoup
import pandas as pd
import numpy as np
def nba_stats():
  url = "https://www.basketball-reference.com/leagues/NBA_2020_per_game.html"
  response = requests.get(url)
  soup = BeautifulSoup(response.content, "html.parser")
  table = soup.find("table", id="per_game_stats")
  stats = table.find("tbody")
  player_stats = []
  for row in stats.findAll("tr"):
    player = row.find("th", {"data-stat": "player"})
    ppg = row.find("td", {"data-stat": "pts_per_g"})
    apg = row.find("td", {"data-stat": "ast_per_g"})
    rpg = row.find("td", {"data-stat": "trb_per_g"})
    spg = row.find("td", {"data-stat": "stl_per