url = (
    'http://www.samhsa.gov/data/NSDUH/2k10State/NSDUHsae2010/NSDUHsaeAppC2010.htm'
    )
soup = BeautifulSoup(urllib.request.urlopen(url).read())
for row in soup.findAll('table')[0].tbody.findAll('tr'):
    first_column = row.findAll('th')[0].contents
third_column = row.findAll('td')[2].contents
print(first_column, third_column)
Extracting selected columns from a table using BeautifulSoup