Scraping Columns with Pandas (Column Entries w/ more than 1 word writes two columns)

[snippsat]

Should I open a new thread?

It's part of same task,so no problem.

How to download the map images and store them (Either DB or Local) ?

You have to give it try,now need to use more common scraping tool.
Here a demo how to start.

import requests
from bs4 import BeautifulSoup

url = "https://en.wikipedia.org/wiki/List_of_counties_in_Alabama"
response = requests.get(url)
soup = BeautifulSoup(response.content, 'lxml')
print(soup.find('h1').text)

# First image
img = soup.find_all('a', class_="image")
img_link= img[0].find('img').get('src')
img_link = img_link.replace('//', 'http://')
print(img_link)

Output:
List of counties in Alabama
http://upload.wikimedia.org/wikipedia/commons/thumb/5/54/Map_of_Alabama_highlighting_Autauga_County.svg/75px-Map_of_Alabama_highlighting_Autauga_County.svg.png