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')