I would like to extract the bold text, which is indicating the latest weather psi from this website http://app2.nea.gov.sg/anti-pollution-radiation-protection/air-pollution/psi/psi-readings-over-the-last-24-hours.
Does anyone know how to extract using this code below ?
Also I needed to extract two values that is infront of the current weather psi to do calculate. Total of three value (latest and previous two values)
Example: current value (bold) is 5AM : 51, I need also 3AM and 4AM. Does anyone knows and can help me with this ? Thanks in advance !
from pprint import pprint
import urllib2
from bs4 import BeautifulSoup as soup
url = "http://app2.nea.gov.sg/anti-pollution-radiation-protection/air-pollution/psi/psi-readings-over-the-last-24-hours"
web_soup = soup(urllib2.urlopen(url))
table = web_soup.find(name="div", attrs={'class': 'c1'}).find_all(name="div")[2].find_all('table')[0]
table_rows = []
for row in table.find_all('tr'):
table_rows.append([td.text.strip() for td in row.find_all('td')])
data = {}
for tr_index, tr in enumerate(table_rows):
if tr_index % 2 == 0:
for td_index, td in enumerate(tr):
data[td] = table_rows[tr_index + 1][td_index]
pprint(data)
prints:
{'10AM': '49',
'10PM': '-',
'11AM': '52',
'11PM': '-',
'12AM': '76',
'12PM': '54',
'1AM': '70',
'1PM': '59',
'2AM': '64',
'2PM': '65',
'3AM': '59',
'3PM': '72',
'4AM': '54',
'4PM': '79',
'5AM': '51',
'5PM': '82',
'6AM': '48',
'6PM': '79',
'7AM': '47',
'7PM': '-',
'8AM': '47',
'8PM': '-',
'9AM': '47',
'9PM': '-',
'Time': '3-hr PSI'}
Make sure you understand what is going on here:
import urllib2
import datetime
from bs4 import BeautifulSoup as soup
url = "http://app2.nea.gov.sg/anti-pollution-radiation-protection/air-pollution/psi/psi-readings-over-the-last-24-hours"
web_soup = soup(urllib2.urlopen(url))
table = web_soup.find(name="div", attrs={'class': 'c1'}).find_all(name="div")[2].find_all('table')[0]
data = {}
bold_time = ''
cur_time = datetime.datetime.strptime("12AM", "%I%p")
for tr_index, tr in enumerate(table.find_all('tr')):
if 'Time' in tr.text:
continue
for td_index, td in enumerate(tr.find_all('td')):
if not td_index:
continue
data[cur_time] = td.text.strip()
if td.find('strong'):
bold_time = cur_time
cur_time += datetime.timedelta(hours=1)
print data.get(bold_time) # bold
print data.get(bold_time - datetime.timedelta(hours=1)) # before bold
print data.get(bold_time - datetime.timedelta(hours=2)) # before before bold
This will print the 3-hr PSI
value that is marked in bold and two values before it (if exist).
Hope that helps.
This code (see lines with #changed
text)
from pprint import pprint
import urllib2
from bs4 import BeautifulSoup as soup
url = "http://app2.nea.gov.sg/anti-pollution-radiation-protection/air-pollution/psi/psi-readings-over-the-last-24-hours"
web_soup = soup(urllib2.urlopen(url))
table = web_soup.find(name="div", attrs={'class': 'c1'}).find_all(name="div")[2].find_all('table')[0]
table_rows = []
for row in table.find_all('tr'):
table_rows.append([td.text.strip() for td in row.find_all('td')])
data = [] # changed
for tr_index, tr in enumerate(table_rows):
if tr_index % 2 == 0:
for td_index, td in enumerate(tr):
data.append([td, table_rows[tr_index + 1][td_index]]) # changed
pprint(data)
give you
[[u'Time', u'3-hr PSI'],
[u'12AM', u'57'],
[u'1AM', u'-'],
[u'2AM', u'-'],
[u'3AM', u'-'],
[u'4AM', u'-'],
[u'5AM', u'-'],
[u'6AM', u'-'],
[u'7AM', u'-'],
[u'8AM', u'-'],
[u'9AM', u'-'],
[u'10AM', u'-'],
[u'11AM', u'-'],
[u'Time', u'3-hr PSI'],
[u'12PM', u'-'],
[u'1PM', u'-'],
[u'2PM', u'-'],
[u'3PM', u'-'],
[u'4PM', u'-'],
[u'5PM', u'-'],
[u'6PM', u'-'],
[u'7PM', u'-'],
[u'8PM', u'-'],
[u'9PM', u'-'],
[u'10PM', u'-'],
[u'11PM', u'-']]
and print data[4:7]
give you
[[u'3AM', u'-'], [u'4AM', u'-'], [u'5AM', u'-']]