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@joelthelion
Created December 7, 2011 21:22
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What language do the best AI programmers use?
#!/usr/bin/env python2
# coding: utf-8
import json
a=json.load(open("ranking_json.php")) # get at http://aichallenge.org/ranking_json.php
print a.keys()
#print a["values"][8]
#print a["values"][8][18] # skill
#print a["values"][8][22] # games
#print a["values"][8][7] # language
#print a["values"][8][3] # country
#print a["values"][8][12] # ranking
def dic_append(dic,key,value):
if not dic.has_key(key):
dic[key] = []
dic[key].append(value)
keys = { "language" : 7, "country" : 3 }
for key_name, key_index in keys.items():
groups={}
for p in a["values"]:
try:
if int(p[22]) > 10:
dic_append(groups,p[key_index],(p[12],p[18],p[3],p[22],p[1]))
except TypeError:
pass
from matplotlib import pylab as pl
for language,players in groups.items():
ranks = []
for ranking,skill,country,games,login in players:
ranks.append(int(ranking))
#ranks.append(float(skill))
if len(ranks) > 10:
pl.figure()
pl.hist(ranks,bins=max(10,len(ranks)/20),label=language)
pl.legend()
pl.xlabel("Rank")
pl.ylabel("Number of players")
pl.savefig("figs/%s_%s.png" % (key_name,language))
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