extract csv from html in python code example

Example: export html table to csv python

# Importing the required modules  
import os 
import sys 
import pandas as pd 
from bs4 import BeautifulSoup 
   
path = 'html.html'
   
# empty list 
data = [] 
   
# for getting the header from 
# the HTML file 
list_header = [] 
soup = BeautifulSoup(open(path),'html.parser') 
header = soup.find_all("table")[0].find("tr") 
  
for items in header: 
    try: 
        list_header.append(items.get_text()) 
    except: 
        continue
  
# for getting the data  
HTML_data = soup.find_all("table")[0].find_all("tr")[1:] 
  
for element in HTML_data: 
    sub_data = [] 
    for sub_element in element: 
        try: 
            sub_data.append(sub_element.get_text()) 
        except: 
            continue
    data.append(sub_data) 
  
# Storing the data into Pandas 
# DataFrame  
dataFrame = pd.DataFrame(data = data, columns = list_header) 
   
# Converting Pandas DataFrame 
# into CSV file 
dataFrame.to_csv('MyTable.csv')