diff --git a/rf_model.py b/rf_model.py
new file mode 100644
index 0000000..9ce2a5a
--- /dev/null
+++ b/rf_model.py
@@ -0,0 +1,62 @@
+from sklearn.ensemble import RandomForestClassifier
+import csv
+import random
+
+def clean_data(data):
+	# converts to floats and adds columns for differences
+	return [[float(v) for v in row] + [float(row[i])-float(row[i+10]) for i in range(0,10)] for row in data[1:]]
+
+data = []
+result = []
+with open('training_data.csv', 'rU') as csvfile:
+	rowreader = csv.reader(csvfile, delimiter=',')
+	for row in rowreader:
+		data.append(row[1:11]+row[12:-1])
+		result.append(row[-1])
+
+result=[0 if v=='FALSE' else 1 for v in result[1:]]		
+data=clean_data(data)
+
+# This is pretty silly, it creates random forests with 3% cross-validation and just looks for the one
+# that performs best on the cv data. This data seems to defy most methods.
+best_score=0.0
+best_model=None
+# This takes ages, but you can reduce the number of models it builds to make it faster
+for outer in range(500):
+	tr_data=[]
+	tr_result=[]
+	cv_data=[]
+	cv_result=[]
+	for i in range(0,len(data)):
+		if (random.random()<0.03):
+			cv_data.append(data[i])
+			cv_result.append(result[i])
+		else:
+			tr_data.append(data[i])
+			tr_result.append(result[i])
+		
+	clf = RandomForestClassifier(n_estimators=random.randint(10,30), 
+								criterion="entropy" if random.random()<0.5 else "gini", 
+								max_features="auto" if random.random()<0.5 else None);
+	clf.fit(tr_data, tr_result)
+
+	match_count=0
+	for i in range(0, len(cv_data)):
+		if clf.predict(cv_data[i])[0]==cv_result[i]: match_count+=1
+
+	if (float(match_count)/len(cv_data))>best_score:
+		best_score=float(match_count)/len(cv_data)
+		best_model=clf
+		
+test=[]
+with open('test_data.csv', 'rU') as csvfile:
+	rowreader = csv.reader(csvfile, delimiter=',')
+	for row in rowreader:
+		test.append(row)
+
+header=test[0]
+td=clean_data([row[1:11]+row[12:-1] for row in test])
+
+print ','.join(header)+',members_became_friends'
+for i in range(0,len(td)):
+	print ','.join(test[i+1])+('FALSE' if best_model.predict(td[i])[0]==0 else 'TRUE')
\ No newline at end of file
diff --git a/test_data.csv b/test_data.csv
index e4e1d85..d695405 100644
--- a/test_data.csv
+++ b/test_data.csv
@@ -1 +1,500 @@
-f_gender,f_age,f_height,f_shoe_size*,f_number_of_pets*,f_platinum_albums*,f_weekly_workouts*,f_number_of_siblings*,f_pokemon_collected*,f_facebook_friends_count,f_facebook_photos_count,m_gender,m_age,m_height,m_shoe_size*,m_number_of_pets*,m_platinum_albums*,m_weekly_workouts*,m_number_of_siblings*,m_pokemon_collected*,m_facebook_friends_count,m_facebook_photos_count,members_became_friends
female,27,67,5,7.5,7.5,8,7,7.5,333,457,male,25,72,5.5,8,7.5,8,7.5,7.5,884,601,
female,23,68,6.5,8,7.5,8,7.5,7,1346,412,male,25,72,6.5,7.5,8,7.5,7.5,7.5,831,491,
female,25,68,5.5,8,7.5,7.5,8,7,284,229,male,26,69,5.5,7.5,7,8,7.5,7,427,230,
female,23,67,6.5,7.5,7.5,8,7,7,1418,230,male,26,74,6,7.5,6.5,7,7.5,7.5,2137,205,
female,29,69,5.5,7.5,7.5,7.5,8.5,7.5,705,135,male,30,71,6,8,7.5,8,7.5,7.5,454,263,
female,28,67,7,8,6.5,7.5,7.5,7.5,1881,230,male,34,75,6,7.5,7.5,7.5,8,7.5,71,15,
female,28,66,5.5,7.5,7.5,8,7.5,7.5,785,407,male,30,74,7.5,8.5,7.5,8.5,8.5,7.5,1829,439,
female,24,69,5,7,7.5,7.5,7.5,7.5,633,583,male,26,69,5,8.5,7.5,8,7,7.5,974,405,
female,25,65,6.5,8,7.5,8,8,7.5,1372,594,male,25,73,4,7.5,6.5,8,8,7.5,809,556,
female,23,67,5.5,7.5,7,7.5,7.5,7.5,1036,543,male,23,69,6,7.5,7,8,7,7,722,225,
female,24,64,6.5,8,7.5,7.5,8,7.5,1401,548,male,24,69,8,7.5,8,8,8,7.5,1264,478,
female,25,63,3.5,7.5,7,7.5,8.5,7.5,1234,168,male,30,68,6,7.5,7.5,7.5,7.5,7.5,250,170,
female,24,67,6,7.5,7.5,7.5,8,7.5,763,533,male,25,75,6,7.5,7.5,7.5,7,7.5,689,495,
female,25,61,7.5,8,7.5,8,8,7.5,800,441,male,24,73,6,8,7.5,7.5,7.5,7.5,989,362,
female,26,63,6,8,7.5,8,8.5,8,766,153,male,30,67,6,8,7.5,7.5,7.5,7.5,939,410,
female,24,71,5,7.5,7.5,8,7.5,7.5,794,635,male,23,72,5.5,8,7.5,8,7.5,7.5,560,400,
female,26,66,6.5,8,7.5,8,7,7.5,1737,530,male,23,75,5.5,7.5,7.5,7.5,8,7.5,958,652,
female,26,69,5.5,7.5,7.5,7.5,7.5,7.5,1348,599,male,27,69,5.5,7.5,7.5,8,7.5,7.5,1219,400,
female,26,70,6,7.5,7.5,8,7.5,7.5,379,286,male,27,68,5.5,8,7,8,8.5,7.5,588,228,
female,26,64,7.5,7.5,7.5,7.5,7.5,7.5,2325,230,male,24,71,5,7.5,7.5,7.5,7.5,7.5,795,230,
female,24,68,6,7.5,7.5,8,7,7.5,1079,412,male,24,75,6.5,8,7.5,8,7.5,7.5,1556,483,
female,26,63,6,7.5,7.5,7.5,7,7.5,835,230,male,27,74,7,7.5,7.5,7.5,7,7.5,541,230,
female,24,63,7.5,8,7.5,8,7.5,7.5,962,228,male,26,72,7,8,7.5,8.5,8,7.5,1461,230,
female,25,65,5.5,8,7.5,8,7,7,847,230,male,25,73,4,8,7,8,7.5,7.5,811,262,
female,24,64,6,8,7.5,7.5,8,7.5,1001,422,male,23,74,5.5,7.5,7.5,8,8,7.5,727,417,
female,23,64,6,8,7.5,8,8.5,7.5,868,449,male,26,74,6.5,7.5,7.5,7.5,7.5,7.5,858,488,
female,23,64,5.5,7.5,7,7.5,7,7,1518,216,male,25,68,4.5,8.5,7,8.5,8,8,937,245,
female,26,70,5.5,7.5,7.5,7.5,7.5,7.5,1299,424,male,26,70,5.5,8,7.5,8,7.5,7.5,831,472,
female,27,69,5,7.5,7.5,7.5,7,6.5,521,338,male,26,69,6,8,7.5,7.5,7.5,7.5,942,338,
female,25,65,7.5,7.5,7.5,8,7.5,7.5,883,230,male,30,73,7,8,7,8,7,7,304,116,
female,25,64,6,7.5,7.5,7.5,8.5,7.5,1065,410,male,25,72,6.5,7.5,7.5,7.5,7.5,7.5,1245,691,
female,23,62,5.5,7.5,7,8,7,7.5,1102,230,male,23,72,5.5,8,7.5,8,8.5,7.5,1273,432,
female,23,67,5.5,8,8,7.5,8.5,7.5,1370,410,male,25,67,6,8,7.5,8,8.5,7.5,1020,455,
female,24,66,4.5,7.5,7,7.5,7,7,550,430,male,27,74,4,8,6.5,7.5,7,7,827,556,
female,23,64,8,7.5,7.5,7.5,7.5,7.5,1380,440,male,23,70,6,8,7.5,8,7.5,7.5,886,406,
female,24,67,5.5,8,7,8,7,7,803,230,male,23,72,5.5,7,7.5,8,7,7,1163,374,
female,25,65,5,7.5,7.5,7.5,7.5,7.5,1479,627,male,28,71,5,7.5,7.5,7.5,7.5,7.5,752,350,
female,24,64,5,7.5,7.5,7.5,8,7.5,1166,385,male,27,74,5.5,8,7.5,8,8,7.5,337,214,
female,24,69,6,8,7.5,8,7.5,7.5,1362,229,male,25,71,5,8.5,7.5,8,7.5,7.5,708,230,
female,29,69,5,8,7.5,8,8,7.5,1191,230,male,34,70,5.5,8,7.5,8,8.5,7.5,511,161,
female,23,65,6,7.5,6.5,7.5,7,7,1625,573,male,28,68,5.5,8,7,8,7,7,2031,405,
female,26,64,5.5,7.5,7,7,7,7.5,608,217,male,27,71,5.5,7.5,7,7.5,7.5,7.5,374,131,
female,23,70,5.5,8,7.5,7.5,8,7.5,951,474,male,24,74,6,8,7,8,7.5,7.5,1546,493,
female,24,62,5.5,8,8,8,8,7.5,1445,510,male,26,74,7,8,7,8,7.5,7.5,1117,189,
female,25,67,5.5,8,7.5,7.5,8,7.5,1258,520,male,25,74,6.5,7.5,7.5,7.5,7.5,7.5,882,454,
female,23,64,6,8,7,8,7.5,7,845,216,male,24,70,5.5,7.5,7,7.5,7.5,7,873,229,
female,28,63,6.5,8,8,8,7.5,7.5,1329,408,male,29,70,6,8.5,7.5,8.5,8,7.5,823,301,
female,26,66,5.5,8,7,7.5,7,7.5,273,449,male,27,71,6,7.5,7,7.5,6,7,227,394,
female,25,64,5.5,7.5,7.5,7.5,7.5,7.5,820,228,male,27,73,4.5,8.5,7,8.5,7.5,7.5,620,206,
female,26,68,6,7.5,7.5,7.5,7.5,7.5,413,230,male,26,72,7,7.5,7.5,7.5,7.5,7.5,1019,216,
female,23,67,6,8,7.5,8,7.5,7.5,653,229,male,22,71,6,7.5,7,7.5,8,7.5,372,114,
female,27,60,6,8,7.5,8,7,7,427,363,male,27,76,5.5,8.5,7.5,8.5,7.5,7.5,592,511,
female,25,62,6,7.5,7.5,8,7.5,7,742,401,male,25,70,6,8.5,7.5,8.5,8,7.5,2181,547,
female,23,62,6.5,8,7,7.5,7.5,7.5,1306,230,male,23,74,6.5,7.5,7,7.5,7,7,1023,230,
female,25,63,6,8,7.5,8,7,7.5,825,404,male,28,70,5.5,7.5,7.5,8,7,7,208,129,
female,22,64,6,8.5,7,7.5,7.5,7.5,1675,230,male,23,70,6,7.5,7.5,7.5,8,7.5,1295,331,
female,25,64,5.5,7.5,7.5,7.5,7.5,7.5,508,230,male,23,67,5,7.5,7.5,7.5,8,7.5,1233,228,
female,23,67,5.5,7.5,7.5,7.5,7.5,7.5,1724,409,male,25,76,6.5,7.5,7.5,8,7,7,579,166,
female,28,65,7,7,7,7,7,7,2115,474,male,35,72,6,7.5,7.5,7.5,8,7.5,705,20,
female,26,67,6,8,7.5,8.5,8,7.5,1612,230,male,30,69,5.5,8,8,8.5,8,8,1457,230,
female,28,64,6.5,7.5,7.5,7.5,7.5,7.5,995,425,male,31,69,6.5,8,7.5,8,7.5,7.5,401,427,
female,27,61,6,7.5,7.5,7.5,7.5,7.5,984,230,male,26,72,6,7.5,7.5,8,7.5,7.5,553,75,
female,24,65,6.5,7.5,7,8,6.5,7,295,230,male,26,73,6,8,7.5,7.5,8,7.5,1332,479,
female,25,66,5,8,7.5,7.5,7,7,258,544,male,24,70,5.5,7.5,7.5,8,7.5,7.5,843,454,
female,23,67,7,8,7.5,8,8,7.5,1430,396,male,25,71,6,7.5,7.5,7.5,7.5,7.5,1317,382,
female,23,72,7.5,7.5,7.5,7.5,7.5,7.5,3349,230,male,24,74,6.5,7.5,7.5,7.5,7.5,7.5,978,230,
female,26,65,5.5,7.5,7,7.5,7.5,7.5,900,558,male,26,71,6.5,7.5,7,8,7.5,7.5,725,451,
female,24,61,7,7.5,7,8,7.5,7,543,522,male,28,71,7,7.5,7,7.5,7.5,7.5,923,472,
female,23,65,5.5,8,7.5,8,7.5,7.5,990,229,male,23,71,5.5,8,7.5,8.5,8,7.5,889,229,
female,22,69,6,8,7.5,7.5,7.5,7,1523,230,male,24,74,7,8,7.5,8,7.5,7.5,700,359,
female,22,67,5.5,8,7,7.5,7.5,7.5,768,229,male,27,70,6,7.5,8,6.5,7,7.5,654,229,
female,26,64,6.5,8,7.5,8,7.5,7.5,698,402,male,30,70,7.5,7.5,7.5,7.5,7.5,7.5,684,414,
male,28,72,7,7.5,7.5,8,7.5,7.5,1079,229,male,25,68,7,7.5,8,8,7,7.5,1239,229,
female,26,66,6,7.5,7,8,7.5,7.5,1221,408,male,26,74,5.5,7.5,7.5,8,7.5,7.5,281,24,
female,22,67,5,8,7.5,7.5,8,7.5,596,475,male,25,70,5,7.5,6.5,8,7.5,7.5,222,423,
female,25,63,6,8,7.5,8,7,7.5,734,229,male,25,69,5.5,8.5,7.5,8.5,7.5,7.5,822,230,
female,28,67,7,8,6.5,7.5,7.5,7.5,1881,230,male,26,72,7.5,6.5,7.5,7,7,7.5,1406,230,
female,25,67,7,7.5,7.5,7.5,6.5,7,407,230,male,28,73,6,8,7.5,8,9,7.5,652,386,
female,24,65,5,8,7.5,8,8.5,7,1196,397,male,25,67,5.5,7.5,7,7.5,7,7.5,765,59,
female,23,65,7,8,7.5,8,7.5,7.5,890,381,male,30,71,7.5,7.5,7.5,7.5,7.5,7.5,839,62,
female,27,64,4.5,7.5,7,7.5,7.5,7.5,572,216,male,26,69,5.5,7.5,7.5,8,8,7.5,1367,430,
female,24,66,6,7.5,7.5,8,7,7,591,230,male,26,73,6,8,7.5,8,7,7.5,734,226,
female,23,67,7,8,7,8,8,7.5,930,230,male,28,73,6.5,7.5,8,8,8.5,8,2801,386,
female,27,67,5.5,8,7.5,7.5,7.5,7.5,1162,478,male,30,72,5,7.5,7.5,7.5,8,7.5,422,65,
female,25,71,6,7.5,7.5,7.5,8,7.5,740,322,male,30,72,5.5,7.5,7.5,7.5,7.5,7.5,1143,229,
female,23,64,6,7.5,8,8,7.5,7.5,1629,230,male,23,72,6.5,7.5,7.5,8,8,7.5,473,131,
female,23,69,7.5,7.5,8,7.5,7.5,7.5,1277,225,male,25,69,5.5,8.5,7.5,8.5,7.5,7.5,822,230,
female,26,69,6.5,7.5,7.5,7.5,7.5,7.5,803,486,male,29,73,6.5,7.5,7.5,7.5,7.5,8,467,438,
female,27,70,6,8,7.5,7.5,7.5,7.5,910,483,male,28,69,4.5,7.5,7.5,7.5,7.5,7.5,948,113,
female,27,67,6,7.5,7,8,7.5,7.5,1185,230,male,25,70,5.5,7.5,8,8,8,7.5,1183,218,
female,23,70,6.5,8,7.5,8,7.5,7.5,998,230,male,24,75,5,8,7.5,8,7.5,7.5,993,228,
female,27,64,5,7.5,7.5,8,7.5,7.5,563,218,male,26,70,5,7.5,7.5,7.5,7.5,7.5,644,65,
female,25,68,5,8,7.5,7.5,8,7.5,923,479,male,26,71,6.5,8,7.5,8,8,7.5,768,110,
female,25,64,5.5,7.5,7.5,7.5,8,7.5,939,465,male,27,72,7,8,7,8,8,7.5,401,433,
female,22,67,5.5,6.5,8,6.5,7.5,7.5,735,229,male,24,74,5,7.5,7,7.5,7.5,7,401,133,
female,26,61,6.5,7.5,7.5,7.5,7.5,7.5,1248,670,male,25,68,5,7.5,7.5,7.5,7.5,7.5,701,26,
female,27,73,5.5,7.5,7.5,7.5,7.5,7.5,969,451,male,25,74,6.5,7.5,7.5,8,7.5,7.5,1372,230,
female,27,73,7,7.5,7.5,7.5,7.5,7.5,777,318,male,35,77,6,7.5,7.5,7.5,7,7,1092,423,
female,23,65,5,7.5,7.5,7.5,7,7,508,429,male,26,72,6,8,7.5,7.5,7,7.5,708,229,
female,24,72,5.5,7.5,7.5,7.5,7.5,7.5,1022,230,male,26,74,5,7.5,7.5,8,7.5,7.5,311,124,
female,25,65,6,8,7.5,8,7.5,7.5,709,491,male,23,74,6,8,7.5,8,8,7.5,734,423,
female,26,60,4.5,7.5,7.5,8,7,7.5,404,345,male,28,70,5.5,7.5,7,7.5,7,7.5,289,111,
female,28,70,5,8,8.5,8,7.5,7,1006,394,male,31,70,5,7.5,6.5,7.5,7.5,7.5,1273,386,
female,26,67,6.5,8,7,7.5,8,7.5,361,230,male,28,69,5.5,7.5,7,7.5,8,7.5,1158,227,
female,24,68,5.5,8,7.5,7.5,7,7,411,221,male,23,74,6,8,7.5,8,8,7.5,1204,226,
female,24,64,6.5,8,7.5,7.5,7.5,7.5,1324,221,male,27,72,5.5,8,7.5,8,7.5,7.5,1448,227,
female,25,62,6,8,7.5,8,7.5,7,648,541,male,25,68,5.5,8.5,8,8,8,7.5,980,355,
female,23,64,5.5,7.5,7.5,8,7,7,1136,491,male,23,66,6,7.5,7.5,7.5,7,7.5,1688,427,
female,23,66,5.5,7.5,7,7.5,7.5,7,1316,230,male,23,66,4.5,7.5,7.5,8,7,7,1147,423,
female,25,64,6,8,7,8.5,7.5,7.5,1132,460,male,28,70,7,8,7.5,8,8.5,7.5,487,146,
female,24,61,5.5,7.5,7.5,7.5,7.5,7.5,2115,230,male,24,70,6,7.5,7.5,7.5,7.5,7.5,688,206,
female,26,64,6.5,7.5,7.5,8,8,7.5,1482,230,male,29,73,5,8,7,7.5,8.5,8,383,45,
female,23,62,5,7.5,7.5,7.5,7.5,7.5,469,229,male,23,72,5.5,7.5,7.5,7.5,7.5,7.5,535,255,
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female,26,61,7,7.5,7,7.5,7.5,7.5,1204,485,male,26,76,6,8,7.5,7.5,7,7.5,1146,315,
female,28,70,6,8,7.5,8,8,7.5,1827,466,male,31,72,5.5,7.5,7,7.5,8.5,7.5,759,82,
female,25,62,6,7.5,7.5,7.5,7.5,7.5,842,230,male,25,72,5.5,7.5,7.5,7.5,8,7.5,394,68,
female,27,72,5,8,7.5,8,7.5,7.5,756,453,male,24,68,5,8,7,8,8,7.5,1574,543,
female,26,67,4.5,7.5,7.5,7.5,7.5,7.5,1347,421,male,27,74,7.5,7.5,7.5,8,7.5,7.5,1455,120,
female,25,70,5.5,7.5,8,7.5,8,7.5,921,584,male,26,71,5.5,8,8,8,7.5,7.5,477,222,
female,23,66,6,8,7.5,8,8,7.5,815,463,male,23,72,5,7.5,7.5,8,8,7.5,1187,400,
female,23,67,6,8,7.5,8,7.5,7,863,473,male,27,69,6.5,8,7.5,8,7,7.5,1516,490,
female,29,63,6,8.5,7.5,8.5,8,7.5,301,160,male,28,74,6.5,7.5,7.5,8,7,7.5,641,440,
female,26,66,6,8,7.5,8,7.5,7.5,1070,492,male,24,69,4.5,8,6.5,8,7.5,7.5,1168,535,
female,27,65,5.5,7.5,7,8,7,7,463,465,male,26,78,7,7.5,7,8,7,7.5,1069,33,
female,24,63,6.5,7.5,8,8,8.5,7.5,1268,206,male,25,66,6,7.5,7.5,8,7,7.5,911,228,
female,27,64,6.5,8,6.5,7.5,7,7,949,547,male,27,72,5.5,8.5,7,8,7.5,7,639,510,
female,27,72,4,8,7,8,7,7,576,440,male,29,72,5.5,7.5,7,7.5,7,7,607,202,
female,25,62,6,7.5,7,7.5,7,7,615,229,male,25,73,6,8,7.5,8,7.5,7.5,514,229,
female,25,64,7.5,7.5,7.5,8,8,7.5,1088,404,male,30,67,5.5,7.5,7,7.5,7,7,524,213,
female,23,60,4,8,7,8,7.5,7.5,520,264,male,24,71,6.5,8.5,7.5,8.5,8.5,8,1513,510,
female,26,68,5.5,7.5,7.5,7.5,7.5,7,845,475,male,27,67,5.5,7.5,7.5,7.5,7.5,7.5,757,323,
female,24,65,4.5,8,7.5,8,7.5,7.5,1128,569,male,24,70,5.5,7.5,7.5,7.5,7.5,7.5,608,378,
female,25,65,5.5,8,7.5,8,8.5,7.5,939,483,male,31,71,4,7.5,7.5,7.5,8.5,8,448,54,
female,27,64,5.5,7.5,7.5,7.5,8.5,7.5,512,138,male,26,72,5,8,7.5,8,7.5,7.5,565,216,
female,24,68,5.5,8,7.5,7.5,7.5,7.5,900,230,male,29,70,4.5,8.5,7.5,8.5,7,7.5,711,230,
female,24,67,5.5,7.5,7,7.5,7.5,7.5,1056,568,male,24,72,6.5,8,7,8,7.5,7.5,922,308,
female,25,64,4.5,7.5,7.5,7.5,7,6.5,511,417,male,25,67,5.5,8,7.5,8,7,7.5,713,397,
female,23,64,4.5,7.5,7,8,7,7,703,496,male,24,74,5,7.5,7.5,7.5,7.5,7.5,696,229,
female,24,67,5,7.5,7.5,7.5,7.5,7.5,810,447,male,24,69,5,7.5,7.5,7.5,8,7.5,733,201,
female,22,64,6,8,7.5,8,8,7.5,952,215,male,22,73,6.5,7.5,8,8,8,7.5,1339,230,
female,28,67,5.5,7.5,7.5,7.5,7,7,126,42,male,31,72,5,8,7.5,8.5,7.5,7.5,822,358,
female,27,64,4,7.5,7,7.5,7.5,7.5,1056,406,male,28,77,5.5,8,7.5,8,7,7,693,182,
female,22,66,6.5,7.5,8,8,8.5,7.5,1094,217,male,23,73,6.5,7.5,8,7.5,7.5,7.5,1142,477,
female,29,64,6,8,7.5,8,7.5,7.5,773,411,male,35,77,6,7.5,7.5,7.5,7,7,1092,423,
female,26,67,6.5,8,7.5,7.5,8.5,8,751,642,male,32,67,5,8,7,8,7,7,381,475,
female,24,63,6.5,8,7,8,7,7.5,1753,501,male,25,73,6.5,8,7.5,8,7.5,7.5,1092,431,
female,23,70,7,8,7.5,8,7,7,509,416,male,24,74,6.5,8,7.5,8.5,7.5,7.5,851,408,
female,25,64,7,7,7,7,7,7,1464,631,male,26,70,7,7,7,7,7,7,986,191,
female,27,62,6,7.5,6.5,7.5,6.5,7,548,230,male,28,68,6,8,7,8,7,6.5,1083,230,
female,21,64,5.5,8,7.5,8,8,7,1120,401,male,24,67,5.5,7.5,7,7.5,7,7.5,580,226,
female,29,66,6,8,7.5,8,7,7,1294,436,male,28,63,6,8,7.5,7.5,7.5,7.5,877,358,
female,23,65,4.5,8.5,7.5,8,7.5,7.5,1712,672,male,24,76,6,8.5,7.5,8.5,8,7.5,1203,438,
female,24,70,5.5,8,7.5,7.5,7.5,7.5,1076,442,male,27,69,5.5,7.5,7.5,7.5,7.5,7.5,1757,226,
female,24,65,6,8,7.5,8,7.5,7.5,759,482,male,24,71,6.5,7.5,8,6.5,7.5,7,625,217,
female,23,65,5,8,7.5,8,7.5,7.5,683,417,male,25,70,5,8,7.5,8,7,7.5,939,402,
female,27,65,5.5,7.5,7.5,7.5,7.5,7.5,571,265,male,29,71,5.5,8,7.5,8,7.5,7.5,838,428,
female,25,67,4.5,7.5,6.5,7.5,6.5,6.5,203,270,male,26,74,6.5,7.5,7,8,7,7.5,604,199,
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female,25,66,5,7.5,7.5,7.5,8,7,1196,479,male,26,73,5.5,8,7.5,7.5,8.5,7.5,1229,475,
female,24,64,6.5,8,7.5,7.5,7.5,7.5,1324,221,male,25,75,6,8,7.5,8,8.5,7.5,1009,230,
female,23,64,5.5,8,7.5,7.5,8,7.5,771,457,male,23,68,5.5,8,7.5,7.5,8.5,8,845,499,
female,27,67,6,7.5,7.5,8,7.5,7.5,1128,230,male,29,70,6.5,7.5,7.5,7.5,7,7.5,796,203,
female,22,70,6.5,7.5,7,7.5,7,6.5,871,230,male,24,74,6.5,7.5,7.5,7.5,7,7,2911,230,
female,24,65,6,8,8,7.5,7.5,7,506,123,male,27,68,5.5,7.5,7.5,7.5,8,7.5,214,62,
female,21,65,6.5,7.5,7.5,7.5,8,7.5,658,428,male,23,70,6,8,7.5,8,7.5,7.5,1143,433,
female,27,63,7,7.5,7.5,7.5,7.5,8,1004,230,male,27,70,6.5,7.5,7.5,7.5,7.5,7.5,1414,214,
female,24,68,6,7.5,7,7.5,7.5,7,698,242,male,24,72,6,7.5,7.5,7.5,7.5,7.5,930,207,
female,32,66,6.5,7.5,7.5,7.5,7.5,7.5,819,202,male,34,69,6,8.5,7,7.5,7,7,449,26,
female,24,64,5,8,7,8,8,7.5,901,405,male,26,70,5.5,8,7.5,8,8.5,8,1357,426,
female,25,66,5.5,7.5,7,8,7,7.5,611,142,male,24,73,6.5,8,7.5,8.5,8,7.5,1005,525,
female,26,64,4.5,7.5,7.5,8,7.5,7.5,1348,559,male,36,72,6,7.5,7.5,7.5,8,7.5,2641,139,
female,24,65,5,8.5,7.5,8.5,8.5,8,811,525,male,23,74,5.5,7.5,8,7.5,8,7.5,650,400,
female,26,65,6,7.5,7.5,7.5,7.5,7.5,1495,507,male,27,68,5.5,7.5,7.5,7.5,8,7.5,1049,240,
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female,24,67,5,8,7.5,8,8,7,984,487,male,25,68,6,8,7.5,8,7.5,7.5,1772,225,
female,23,68,5,7.5,7,8,7.5,7,859,441,male,26,77,6,8,7.5,8.5,7.5,7.5,1572,414,
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female,23,66,4.5,8,7,8,8,7.5,547,228,male,24,69,5.5,7.5,7.5,7.5,8.5,7.5,707,203,
female,24,63,7,7.5,7.5,7.5,8,7.5,2186,476,male,24,69,5.5,8,7.5,8,8,7.5,1345,423,
female,24,69,6,7.5,8,8,8,7.5,472,498,male,25,72,6.5,8,7.5,8,7.5,7.5,605,132,
female,27,68,4.5,8,6.5,8,7.5,7.5,598,458,male,28,72,5,8,7,8,7.5,7,877,408,
female,23,69,5.5,8,7.5,7.5,7.5,7.5,202,218,male,26,76,5.5,7.5,7,8,7.5,7.5,646,102,
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female,25,67,6,7.5,7.5,7.5,8,7.5,1134,282,male,26,74,5.5,7.5,8,7.5,7.5,7.5,1107,425,
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female,27,64,6.5,7.5,7.5,7.5,7.5,7.5,2190,478,male,32,71,6.5,7.5,7.5,7.5,7.5,7.5,777,325,
female,23,63,5,7.5,7,7.5,8.5,8,910,554,male,24,71,5,7.5,8,7.5,8,7.5,751,422,
female,23,70,6.5,7.5,7.5,8,7,7.5,704,128,male,25,74,7,7.5,8,7.5,7.5,7.5,970,510,
female,29,60,7,8,7.5,8,6.5,7,417,490,male,29,68,6,8,7,8.5,7,7,495,98,
female,27,63,7,8,7.5,8.5,8,7.5,967,496,male,26,74,6.5,8,7.5,7.5,7.5,7.5,865,537,
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female,23,63,7,7.5,7.5,7.5,7.5,7.5,762,432,male,23,70,7,7.5,7,7.5,7.5,7.5,1833,461,
female,28,66,6,8,7.5,8,7.5,7.5,1762,476,male,26,74,6.5,8,7.5,7.5,7.5,7.5,865,537,
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female,28,65,5.5,8,7.5,8,7.5,7.5,356,231,male,30,69,4.5,8,7.5,8,8,7.5,797,465,
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female,29,68,8,8,7,8,7.5,7.5,931,230,male,25,72,5.5,8,7.5,8.5,8,8,2203,520,
female,25,66,5.5,7.5,7,8,8,7.5,1035,617,male,25,73,6.5,8,7.5,8,7.5,7.5,646,231,
female,26,66,6.5,7.5,7.5,7.5,8.5,8,838,453,male,26,71,6.5,8,7.5,8,7.5,7,2050,468,
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female,24,66,6,7.5,7.5,7.5,7.5,7.5,994,481,male,25,72,5,8,7.5,7.5,7,7.5,393,130,
female,29,63,5,7.5,7,8,7.5,7.5,656,718,male,32,70,5,7.5,7.5,7.5,8.5,8,1478,250,
female,27,66,5.5,8,7.5,8,7,7.5,926,230,male,27,70,5.5,8.5,7.5,8,7.5,7.5,1369,230,
female,27,63,7,7.5,7.5,7.5,8,7.5,1350,376,male,27,69,6.5,7.5,7.5,7.5,8,7.5,584,208,
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female,24,68,7.5,7.5,7.5,7.5,8,7.5,1151,622,male,28,72,6.5,7.5,7.5,8,8,7.5,497,431,
female,27,67,7,7.5,7.5,7.5,7,7.5,1416,637,male,29,70,7,8,7.5,7.5,7.5,7.5,1697,482,
female,29,69,5,7.5,7,7.5,8.5,8,699,301,male,34,73,4.5,7.5,7,7.5,8,7.5,435,218,
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female,23,62,6,8,7.5,8,8.5,7.5,819,640,male,26,70,5.5,7.5,7,7.5,7,7.5,132,108,
female,21,65,5,8,7,8,8,7,928,229,male,23,71,5.5,7.5,7.5,8,8.5,8,1069,230,
female,25,67,6,7.5,7.5,7.5,7.5,7.5,1623,230,male,25,72,6,7.5,7.5,7.5,7.5,7.5,653,223,
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female,28,68,6.5,8.5,7.5,8,8.5,8,868,119,male,27,68,6,8,7.5,7.5,7.5,7.5,1051,443,
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female,28,66,4,7.5,7.5,7.5,8,7.5,409,137,male,29,70,4,7.5,7.5,7.5,8.5,7.5,1608,122,
female,24,64,5,8,7.5,8,7,7.5,531,422,male,23,72,5.5,8,7.5,8,7.5,7.5,1445,228,
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\ No newline at end of file
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