Created
March 19, 2013 17:52
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A utility that hits TeamRankings and gets the matchup probabilities for each team in the NCAA tournament. You will need to hard-code (blech) all of the team IDs for now, I'm lazy
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''' | |
Created on Mar 18, 2013 | |
@author: Matt Dodge | |
''' | |
from bs4 import BeautifulSoup as BS | |
from httplib2 import Http | |
from urllib import urlencode | |
import json | |
west = { | |
1:624, | |
2:426, | |
3:574, | |
4:600, | |
5:431, | |
6:397, | |
7:633, | |
8:637, | |
9:553, | |
10:601, | |
11:516, | |
12:699, | |
13:496, | |
14:672, | |
15:385, | |
16:492 | |
} | |
east = { | |
1:424, | |
2:636, | |
3:420, | |
4:630, | |
5:572, | |
6:666, | |
7:423, | |
8:388, | |
9:500, | |
10:602, | |
11:433, | |
12:400, | |
13:581, | |
14:527, | |
15:440, | |
16:464 | |
} | |
south = { | |
1:604, | |
2:641, | |
3:697, | |
4:428, | |
5:532, | |
6:403, | |
7:573, | |
8:388, | |
9:632, | |
10:597, | |
11:422, | |
12:481, | |
13:1073, | |
14:687, | |
15:944, | |
16:595 | |
} | |
midwest = { | |
1:411, | |
2:391, | |
3:425, | |
4:407, | |
5:598, | |
6:413, | |
7:554, | |
8:575, | |
9:606, | |
10:409, | |
11:621, | |
12:405, | |
13:586, | |
14:457, | |
15:569, | |
16:548 | |
} | |
def getTeamProb(team1, team2): | |
h = Http() | |
resp, content = h.request( | |
'http://www.teamrankings.com/ncaa-tournament/matchups/?t1={0}&t2={1}&p=tournament-overview'.format(team1,team2), | |
'GET') | |
bb = BS(content) | |
tableRows = bb.select("table.big-text tbody tr") | |
total = 1 | |
count = 0 | |
for tableRow in tableRows: | |
total += float(tableRow.find('td').findNextSibling(text=None).contents[0][:-1]) | |
count += 1 | |
return total/count/100 | |
if __name__ == '__main__': | |
l = midwest | |
o = dict() | |
for seed1 in l: | |
for seed2 in l: | |
if seed2 > seed1: | |
print 'Checking {0} against {1}'.format(l[seed1],l[seed2]) | |
o[str(seed1) + ','+str(seed2)] = getTeamProb(l[seed1], l[seed2]) | |
print json.dumps(o) | |
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