export html table to csv python

1# Importing the required modules  
2import os 
3import sys 
4import pandas as pd 
5from bs4 import BeautifulSoup 
6   
7path = 'html.html'
8   
9# empty list 
10data = [] 
11   
12# for getting the header from 
13# the HTML file 
14list_header = [] 
15soup = BeautifulSoup(open(path),'html.parser') 
16header = soup.find_all("table")[0].find("tr") 
17  
18for items in header: 
19    try: 
20        list_header.append(items.get_text()) 
21    except: 
22        continue
23  
24# for getting the data  
25HTML_data = soup.find_all("table")[0].find_all("tr")[1:] 
26  
27for element in HTML_data: 
28    sub_data = [] 
29    for sub_element in element: 
30        try: 
31            sub_data.append(sub_element.get_text()) 
32        except: 
33            continue
34    data.append(sub_data) 
35  
36# Storing the data into Pandas 
37# DataFrame  
38dataFrame = pd.DataFrame(data = data, columns = list_header) 
39   
40# Converting Pandas DataFrame 
41# into CSV file 
42dataFrame.to_csv('MyTable.csv')