├── README.md ├── code ├── bpnn.py ├── convert.py ├── generate_train.py ├── mlqp.py ├── normalize.py ├── pca.py └── test.py └── data ├── dapan.txt ├── dapan_chuliguo.txt ├── label.txt ├── minsheng.txt ├── out.txt ├── out_normalize.txt ├── predict.txt ├── test.txt └── train.txt /README.md: -------------------------------------------------------------------------------- 1 | # stock_predict_bpnn 2 | attempt to predict the stock price with BP neural network 3 | -------------------------------------------------------------------------------- /code/bpnn.py: -------------------------------------------------------------------------------- 1 | from math import * 2 | import random 3 | import matplotlib.pyplot as plt 4 | import numpy as np 5 | import time 6 | 7 | random.seed(0) 8 | 9 | 10 | def rand(a, b): 11 | return (b - a) * random.random() + a 12 | 13 | 14 | def make_matrix(m, n, fill=0.0): 15 | mat = [] 16 | for i in range(m): 17 | mat.append([fill] * n) 18 | return mat 19 | 20 | 21 | def sigmoid(x): 22 | return 1.0 / (1.0 + np.exp(-x)) 23 | 24 | 25 | def sigmod_derivate(x): 26 | return x * (1 - x) 27 | 28 | 29 | class BPNeuralNetwork: 30 | def __init__(self): 31 | self.input_n = 0 32 | self.hidden_n = 0 33 | self.output_n = 0 34 | self.input_cells = [] 35 | self.hidden_cells = [] 36 | self.output_cells = [] 37 | self.input_weights = [] 38 | self.output_weights = [] 39 | self.input_correction = [] 40 | self.output_correction = [] 41 | 42 | def setup(self, ni, nh, no): 43 | self.input_n = ni + 1 44 | self.hidden_n = nh 45 | self.output_n = no 46 | # init cells 47 | self.input_cells = [1.0] * self.input_n 48 | self.hidden_cells = [1.0] * self.hidden_n 49 | self.output_cells = [1.0] * self.output_n 50 | # init weights 51 | self.input_weights = make_matrix(self.input_n, self.hidden_n) 52 | self.output_weights = make_matrix(self.hidden_n, self.output_n) 53 | # random activate 54 | for i in range(self.input_n): 55 | for h in range(self.hidden_n): 56 | self.input_weights[i][h] = rand(-0.2, 0.2) 57 | for h in range(self.hidden_n): 58 | for o in range(self.output_n): 59 | self.output_weights[h][o] = rand(-2.0, 2.0) 60 | # init correction matrix 61 | self.input_correction = make_matrix(self.input_n, self.hidden_n) 62 | self.output_correction = make_matrix(self.hidden_n, self.output_n) 63 | 64 | def predict(self, inputs): 65 | # activate input layer 66 | for i in range(self.input_n - 1): 67 | self.input_cells[i] = inputs[i] 68 | # activate hidden layer 69 | for j in range(self.hidden_n): 70 | total = 0.0 71 | for i in range(self.input_n): 72 | total += self.input_cells[i] * self.input_weights[i][j] 73 | self.hidden_cells[j] = sigmoid(total) 74 | # activate output layer 75 | for k in range(self.output_n): 76 | total = 0.0 77 | for j in range(self.hidden_n): 78 | total += self.hidden_cells[j] * self.output_weights[j][k] 79 | self.output_cells[k] = sigmoid(total) 80 | return self.output_cells[:] 81 | 82 | def back_propagate(self, case, label, learn, correct): 83 | # feed forward 84 | self.predict(case) 85 | # get output layer error 86 | output_deltas = [0.0] * self.output_n 87 | for o in range(self.output_n): 88 | error = label[o] - self.output_cells[o] 89 | output_deltas[o] = sigmod_derivate(self.output_cells[o]) * error 90 | # get hidden layer error 91 | hidden_deltas = [0.0] * self.hidden_n 92 | for h in range(self.hidden_n): 93 | error = 0.0 94 | for o in range(self.output_n): 95 | error += output_deltas[o] * self.output_weights[h][o] 96 | hidden_deltas[h] = sigmod_derivate(self.hidden_cells[h]) * error 97 | # update output weights 98 | for h in range(self.hidden_n): 99 | for o in range(self.output_n): 100 | change = output_deltas[o] * self.hidden_cells[h] 101 | self.output_weights[h][o] += learn * change + correct * self.output_correction[h][o] 102 | self.output_correction[h][o] = change 103 | # update input weights 104 | for i in range(self.input_n): 105 | for h in range(self.hidden_n): 106 | change = hidden_deltas[h] * self.input_cells[i] 107 | self.input_weights[i][h] += learn * change + correct * self.input_correction[i][h] 108 | self.input_correction[i][h] = change 109 | # get global error 110 | error = 0.0 111 | for o in range(len(label)): 112 | error += 0.5 * (label[o] - self.output_cells[o]) ** 2 113 | return error 114 | 115 | def train(self, cases, labels, limit=10000, learn=0.05, correct=0.1): 116 | for i in range(limit): 117 | error = 0.0 118 | for i in range(len(cases)): 119 | label = labels[i] 120 | case = cases[i] 121 | error += self.back_propagate(case, label, learn, correct) 122 | 123 | def test(self): 124 | cases = [] 125 | labels = [] 126 | self.setup(85, 11, 1) 127 | #use dataset 128 | train_set = open('../data/train.txt', 'r') 129 | #train_set = open('spiral.txt', 'r') 130 | lines = train_set.readlines() 131 | for line in lines: 132 | sample = line.replace('\t\n', '').split('\t') 133 | vector = [] 134 | label = [] 135 | for j in range(len(sample)-1): 136 | vector.append(float(sample[j])) 137 | label.append(float(sample[-1])) 138 | cases.append(vector) 139 | labels.append(label) 140 | 141 | #compute dataset 142 | # d=1/7;c=32;n=2 143 | # for i in range(int(c*n)+1): 144 | # t=i*2*pi/c+0.5*pi 145 | # a=d/(2*pi) 146 | # r=a*t 147 | # x=r*cos(t) 148 | # y=r*sin(t) 149 | # cases+=[[x+0.5,y+0.5],[-x+0.5,-y+0.5]] 150 | # labels+=[[0],[1]] 151 | 152 | print("Start train...") 153 | start = time.clock() 154 | self.train(cases, labels, 200000, 0.08, 0.1) 155 | end = time.clock() 156 | print("Training complete! Time used: %.2f s"%(end - start)) 157 | 158 | # for i in np.arange(-6,6,0.1): 159 | # for j in np.arange(-6,6,0.1): 160 | # tmp = self.predict([i, j]) 161 | # if tmp[0]>0.5: 162 | # plt.scatter(i,j,c='r',s=5,alpha=0.4,marker='o') 163 | # elif tmp[0]<0.5: 164 | # plt.scatter(i,j,c='c',s=5,alpha=0.4,marker='o') 165 | # plt.show() 166 | 167 | test_cases=[] 168 | test_labels=[] 169 | test_set=open('../data/test.txt', 'r') 170 | lines = train_set.readlines() 171 | result=open('../data/predit.txt', 'w') 172 | for line in lines: 173 | sample = line.replace('\t\n', '').split('\t') 174 | vector = [] 175 | label = [] 176 | for j in range(len(sample)-1): 177 | vector.append(float(sample[j])) 178 | label.append(float(sample[-1])) 179 | test_cases.append(vector) 180 | test_labels.append(label) 181 | 182 | for i in test_cases: 183 | result=self.predict(i) 184 | result.write(str(test_labels[i])+'\t'+str(result)+'\n') 185 | 186 | 187 | 188 | # cases = [ 189 | # [0, 0], 190 | # [0, 1], 191 | # [1, 0], 192 | # [1, 1], 193 | # ] 194 | # labels = [[0], [1], [1], [0]] 195 | # self.setup(2, 5, 1) 196 | # self.train(cases, labels, 10000, 0.05, 0.1) 197 | # for case in cases: 198 | # print(self.predict(case)) 199 | 200 | 201 | if __name__ == '__main__': 202 | nn = BPNeuralNetwork() 203 | nn.test() -------------------------------------------------------------------------------- /code/convert.py: -------------------------------------------------------------------------------- 1 | # -*- coding:utf-8 -*- 2 | 3 | #convert the raw_data into semi_raw_data 4 | from matplotlib.pyplot import * 5 | file1 = open('../data/minsheng.txt', 'r') 6 | file2 = open('../data/dapan_chuliguo.txt', 'r') 7 | fout = open('../data/out.txt','w') 8 | fout_norm = open('../data/out_normalize.txt', 'w') 9 | 10 | dapan=[] 11 | minsheng=[] 12 | x=[] 13 | labels=[] 14 | dapan_lines=file2.readlines() 15 | minsheng_lines=file1.readlines() 16 | a=dapan_lines[1].replace('\t',' ').replace(' ',' ').split(' ') 17 | #print dapan_lines[1].replace('\t',' ').replace(' ',' ').split(' ') 18 | fout.write('时间'+'\t'+'大盘开盘'+'\t'+'大盘最高'+'\t'+'大盘最低'+'\t'+'大盘收盘'+'\t'+ '大盘涨跌'+'\t'+'大盘涨幅'+'\t'+'大盘振幅'+'\t'+'开盘'+'\t'+'最高'+'\t'+'最低'+'\t'+'收盘'+'\t'+'涨幅'+'\t'+'振幅'+'\t'+'总手'+'\t'+'金额'+'\t'+'换手'+'\t'+'成交次数'+'\n') 19 | fout_norm.write('时间'+'\t'+'大盘开盘'+'\t'+'大盘最高'+'\t'+'大盘最低'+'\t'+'大盘收盘'+'\t'+ '大盘涨跌'+'\t'+'大盘涨幅'+'\t'+'大盘振幅'+'\t'+'开盘'+'\t'+'最高'+'\t'+'最低'+'\t'+'收盘'+'\t'+'涨幅'+'\t'+'振幅'+'\t'+'总手'+'\t'+'金额'+'\t'+'换手'+'\t'+'成交次数'+'\n') 20 | #print a[0][:10] 21 | for i in range(1,len(dapan_lines)-1): 22 | a=dapan_lines[i].replace('\t',' ').replace(' ',' ').split(' ') 23 | b=minsheng_lines[i].replace('\t',' ').replace(' ',' ').split(' ') 24 | fout.write(a[0][:10]+'\t') 25 | for j in range(1,len(a)-3): 26 | fout.write(a[j]+'\t') 27 | for j in range(1,len(b)-2): 28 | fout.write(b[j].strip('%')+'\t') 29 | fout.write(b[len(b)-2]+'\n') 30 | 31 | # for line in dapan_lines: 32 | # print line.replace('\t','').split(' ') 33 | #for i in range(6166, len(lines)): 34 | -------------------------------------------------------------------------------- /code/generate_train.py: -------------------------------------------------------------------------------- 1 | # -*- coding:utf-8 -*- 2 | 3 | #convert the semi_raw_data into train and test sets 4 | from sklearn.decomposition import PCA 5 | 6 | pca=PCA(n_components=15) 7 | 8 | fin = open('../data/out_normalize.txt','r') 9 | fin_label=open('../data/label.txt', 'r').readlines() 10 | fout_train = open('../data/train.txt', 'w') 11 | fout_test = open('../data/test.txt', 'w') 12 | fin_lines = fin.readlines() 13 | highD_data=[] 14 | for i in range(1,len(fin_lines)-5): 15 | tmp=[] 16 | for k in range(5): 17 | a=fin_lines[i+k].replace('\n', '').split('\t') 18 | for j in range(1, len(a)): 19 | tmp.append(a[j]) 20 | b = fin_label[i+4].replace('\n','') 21 | tmp.append(b) 22 | highD_data.append(tmp) 23 | 24 | # result = pca.fit_transform(highD_data) 25 | # print len(result[0]) 26 | # count = 0 27 | # for i in pca.explained_variance_ratio_: 28 | # count += i 29 | # print count 30 | for i in range(201): 31 | for j in range(len(highD_data[i])): 32 | fout_train.write(str(highD_data[i][j])+'\t') 33 | fout_train.write('\n') 34 | for i in range(201,len(highD_data)): 35 | for j in range(len(highD_data[i])): 36 | fout_test.write(str(highD_data[i][j])+'\t') 37 | fout_test.write('\n') 38 | -------------------------------------------------------------------------------- /code/mlqp.py: -------------------------------------------------------------------------------- 1 | from matplotlib.pyplot import * 2 | from numpy.random import * 3 | from math import * 4 | N=[85,11,1];M=len(N) 5 | lr_u=0.08;lr_v=0.08;lr_b=0.08;nb=200000;smooth=1 6 | u=[];v=[];b=[];x=[];x_=[];de_dx=[] #x_ is net, x is output, de_dex is deltas 7 | s_u=[];s_v=[];s_b=[] 8 | do_not_use_u=1 9 | use_entropy=1 10 | 11 | train_set = open('../data/train.txt','r').readlines() 12 | data=[] 13 | for i in train_set: 14 | tmp=[] 15 | a=i.strip('\t\n').split('\t') 16 | for j in a: 17 | tmp.append(float(j)) 18 | data.append(tmp) 19 | test_set = open('../data/test.txt','r').readlines() 20 | test=[] 21 | for i in test_set: 22 | tmp=[] 23 | a=i.strip('\t\n').split('\t') 24 | for j in a: 25 | tmp.append(float(j)) 26 | test.append(tmp) 27 | fout = open('../data/predict.txt','w') 28 | 29 | 30 | print("read complete!") 31 | 32 | def init(n,m): 33 | t=[[0]*m for i in range(n)] 34 | for i in range(n): 35 | for j in range(m): 36 | t[i][j]=randn(1)[0] 37 | return t 38 | 39 | def zero_(n,m): 40 | t=[[0]*m for i in range(n)] 41 | for i in range(n): 42 | for j in range(m): 43 | t[i][j]=0 44 | return t 45 | 46 | #sigmoid 47 | def f(x): 48 | return 1/(1+exp(-x)) 49 | 50 | #sigmoid' 51 | def f_(x): 52 | return f(x)*(1-f(x)) 53 | 54 | for i in range(M): 55 | if i!=0: 56 | u.append(init(N[i],N[i-1])) 57 | v.append(init(N[i],N[i-1])) 58 | s_u.append(zero_(N[i],N[i-1])) 59 | s_v.append(zero_(N[i],N[i-1])) 60 | else: 61 | u.append([]) 62 | v.append([]) 63 | s_u.append([]) 64 | s_v.append([]) 65 | b.append([randn(1)[0]]*N[i]) 66 | s_b.append([0]*N[i]) 67 | x.append([0]*N[i]) 68 | x_.append([0]*N[i]) 69 | de_dx.append([0]*N[i]) 70 | history=[] 71 | history2=[] 72 | if smooth==1: 73 | nb-=nb%len(data) 74 | #print(u) 75 | #print(v) 76 | #print(b) 77 | print("complete init!") 78 | 79 | def forward(data_): 80 | #forward pass 81 | for i in range(N[0]): 82 | x[0][i]=data_[i] 83 | for i in range(1,M): 84 | for j in range(N[i]): 85 | x_[i][j]=b[i][j] 86 | for k in range(N[i-1]): 87 | if do_not_use_u==1: 88 | x_[i][j]+=v[i][j][k]*x[i-1][k] 89 | else: 90 | x_[i][j]+=u[i][j][k]*x[i-1][k]**2+v[i][j][k]*x[i-1][k] 91 | x[i][j]=f(x_[i][j]) 92 | return x[-1][0] 93 | print("start train...") 94 | for m in range(nb): 95 | n=m#randint(0,len(data)) 96 | forward(data[n%len(data)]) 97 | #print(x_) 98 | #print(x) 99 | #calculate error 100 | e=0 101 | for i in range(N[-1]): 102 | e+=(x[-1][i]-data[n%len(data)][N[0]+i])**2 103 | e/=2 104 | history+=[e] 105 | #if m%(nb//min(1000,nb))==0 or m==nb-1: 106 | #print("iteration "+str(m)+', error '+str(e)) 107 | if m%len(data)==len(data)-1 and smooth==1: 108 | e=0 109 | for i in range(len(data)): 110 | e+=history[-1] 111 | history.pop(-1) 112 | e/=len(data) 113 | history.append(e) 114 | history2.append(m+1) 115 | if len(history)%30==0: 116 | print("iteration "+str(m)+', error '+str(e)) 117 | #backward pass 118 | for i in range(1,M)[::-1]: 119 | for j in range(N[i]): 120 | if i==M-1: 121 | de_dx[i][j]=x[i][j]-data[n%len(data)][N[0]+j] 122 | else: 123 | de_dx[i][j]=0 124 | for k in range(N[i+1]): 125 | if i+1==M-1 and use_entropy: 126 | #cross entropy 127 | de_dx[i][j]+=de_dx[i+1][k]*(2*u[i+1][k][j]*x[i][j]+v[i+1][k][j]) 128 | else: 129 | de_dx[i][j]+=de_dx[i+1][k]*f_(x_[i+1][k])*(2*u[i+1][k][j]*x[i][j]+v[i+1][k][j]) 130 | for i in range(1,M): 131 | for j in range(N[i]): 132 | for k in range(N[i-1]): 133 | if i==M-1 and use_entropy: 134 | s_u[i][j][k]=s_u[i][j][k]*0.5-lr_u*de_dx[i][j]*x[i-1][k]**2 135 | s_v[i][j][k]=s_v[i][j][k]*0.5-lr_v*de_dx[i][j]*x[i-1][k] 136 | else: 137 | s_u[i][j][k]=s_u[i][j][k]*0.5-lr_u*de_dx[i][j]*f_(x_[i][j])*x[i-1][k]**2 138 | s_v[i][j][k]=s_v[i][j][k]*0.5-lr_v*de_dx[i][j]*f_(x_[i][j])*x[i-1][k] 139 | u[i][j][k]+=s_u[i][j][k] 140 | v[i][j][k]+=s_v[i][j][k] 141 | if i==M-1 and use_entropy: 142 | s_b[i][j]=s_b[i][j]*0.5-lr_b*de_dx[i][j] 143 | else: 144 | s_b[i][j]=s_b[i][j]*0.5-lr_b*f_(x_[i][j])*de_dx[i][j] 145 | b[i][j]+=s_b[i][j] 146 | print("start predict...") 147 | for case in test: 148 | fout.write(str(forward(case))+'\n') 149 | 150 | 151 | 152 | 153 | # title("learning rate="+str(lr_b)) 154 | # xlabel("number of iterations") 155 | # ylabel("error") 156 | # plot(history2,history) 157 | # savefig("history.png") 158 | # cla() 159 | # zero_points=[] 160 | # one_points=[] 161 | # r=100 162 | # for i in range(r+1): 163 | # for j in range(r+1): 164 | # forward([i/r,j/r]) 165 | # if x[-1][0]>0.5: 166 | # one_points.append([i/r,j/r]) 167 | # else: 168 | # zero_points.append([i/r,j/r]) 169 | # figure(figsize=(10,10)) 170 | # xticks([0,0.5,1]) 171 | # yticks([0,0.5,1]) 172 | # scatter([i[0]for i in zero_points], [i[1]for i in zero_points], color='blue',s = 50) 173 | # scatter([i[0]for i in one_points], [i[1]for i in one_points], color='red',s = 50) 174 | # scatter([i[0]for i in data[::2]], [i[1]for i in data[::2]], marker='x',color='black',alpha=1) 175 | # scatter([i[0]for i in data[1::2]], [i[1]for i in data[1::2]], marker='o',color='black',alpha=1) 176 | # savefig('result.png') -------------------------------------------------------------------------------- /code/normalize.py: -------------------------------------------------------------------------------- 1 | # -*- coding:utf-8 -*- 2 | # normalize the data to [0,1] 3 | fin = open('../data/out.txt', 'r') 4 | fout = open('../data/out_normalize.txt', 'w') 5 | fout_label = open('../data/label.txt', 'w') 6 | 7 | min_max=[] 8 | 9 | time=[] 10 | dapan_open=[] 11 | dapan_high=[] 12 | dapan_low=[] 13 | dapan_close=[] 14 | dapan_zhangdie=[] 15 | dapan_zhangfu=[] 16 | dapan_zhenfu=[] 17 | minsheng_open=[] 18 | minsheng_high=[] 19 | minsheng_low=[] 20 | minsheng_close=[] 21 | minsheng_zhangfu=[] 22 | minsheng_zhenfu=[] 23 | minsheng_zongshou=[] 24 | minsheng_jine=[] 25 | minsheng_huanshou=[] 26 | minsheng_chengjiao=[] 27 | fin_lines=fin.readlines() 28 | fout.write(fin_lines[0]) 29 | print fin_lines[1].strip('\n').split('\t') 30 | for i in range(1, len(fin_lines)): 31 | a=fin_lines[i].strip('\n').split('\t') 32 | time.append(a[0]) 33 | dapan_open.append(float(a[1])) 34 | dapan_high.append(float(a[2])) 35 | dapan_low.append(float(a[3])) 36 | dapan_close.append(float(a[4])) 37 | dapan_zhangdie.append(float(a[5])) 38 | dapan_zhangfu.append(float(a[6])) 39 | dapan_zhenfu.append(float(a[7])) 40 | minsheng_open.append(float(a[8])) 41 | minsheng_high.append(float(a[9])) 42 | minsheng_low.append(float(a[10])) 43 | minsheng_close.append(float(a[11])) 44 | minsheng_zhangfu.append(float(a[12])) 45 | minsheng_zhenfu.append(float(a[13])) 46 | minsheng_zongshou.append(float(a[14].replace(',',''))) 47 | minsheng_jine.append(float(a[15].replace(',',''))) 48 | minsheng_huanshou.append(float(a[16])) 49 | minsheng_chengjiao.append(float(a[17])) 50 | 51 | def normalize(arr): 52 | mi=ma=arr[0] 53 | for i in arr: 54 | if ima: 57 | ma=i 58 | for i in range(len(arr)): 59 | arr[i] = 1.0*(arr[i]-mi)/(ma-mi) 60 | 61 | def normalize_label(arr): 62 | mi=ma=arr[0] 63 | for i in arr: 64 | if ima: 67 | ma=i 68 | for i in range(len(arr)): 69 | arr[i] = 1.0*(arr[i]-mi)/(ma-mi) 70 | # record the min and max to transfer predict_values into stock prices 71 | min_max.append(mi) 72 | min_max.append(ma) 73 | 74 | normalize(dapan_open) 75 | normalize(dapan_high) 76 | normalize(dapan_low) 77 | normalize(dapan_close) 78 | normalize(dapan_zhangdie) 79 | normalize(dapan_zhangfu) 80 | normalize(dapan_zhenfu) 81 | normalize(minsheng_open) 82 | normalize_label(minsheng_high) 83 | normalize(minsheng_low) 84 | normalize(minsheng_close) 85 | normalize(minsheng_zhangfu) 86 | normalize(minsheng_zhenfu) 87 | normalize(minsheng_zongshou) 88 | normalize(minsheng_jine) 89 | normalize(minsheng_huanshou) 90 | normalize(minsheng_chengjiao) 91 | 92 | for i in range(len(dapan_open)): 93 | fout.write(time[i]+'\t'+str(dapan_open[i])+'\t'+str(dapan_high[i])+'\t'+str(dapan_low[i])+'\t'+str(dapan_close[i])+'\t'+str(dapan_zhangdie[i])+'\t'+str(dapan_zhangfu[i])+'\t'+str(dapan_zhenfu[i])+'\t') 94 | fout.write(str(minsheng_open[i])+'\t'+str(minsheng_high[i])+'\t'+str(+minsheng_low[i])+'\t'+str(minsheng_close[i])+'\t'+str(minsheng_zhangfu[i])+'\t'+str(minsheng_zhenfu[i])+'\t'+str(minsheng_zongshou[i])+'\t'+str(minsheng_jine[i])+'\t'+str(minsheng_huanshou[i])+'\t'+str(minsheng_chengjiao[i])+'\n') 95 | fout_label.write(str(minsheng_high[i])+'\n') 96 | 97 | fout_label.write('min:'+str(min_max[0])+'\t'+'max:'+str(min_max[1])+'\n') -------------------------------------------------------------------------------- /code/pca.py: -------------------------------------------------------------------------------- 1 | # -*- coding:utf-8 -*- 2 | 3 | # this .py can reduce the dimension of the input vectors 4 | from sklearn.decomposition import PCA 5 | pca=PCA(n_components='mle') 6 | 7 | fin = open('out.txt', 'r').readlines() 8 | result=[] 9 | for j in range(1,len(fin)): 10 | a=fin[j].strip('\n').split('\t') 11 | tmp=[] 12 | for i in range(1, len(a)): 13 | tmp.append(float(a[i].replace(',',''))) 14 | result.append(tmp) 15 | 16 | 17 | b=pca.fit_transform(result) 18 | print len(b[0]) 19 | # fout = open('after_pca.txt', 'w') 20 | # for i in range(len(b)): 21 | # for j in range(len(b[i])): 22 | # fout.write(str(b[i])+'\t') 23 | # fout.write('\n') 24 | -------------------------------------------------------------------------------- /code/test.py: -------------------------------------------------------------------------------- 1 | # test the functions 2 | 3 | train_set = open('../data/train.txt','r').readlines() 4 | data=[] 5 | for i in train_set: 6 | tmp=[] 7 | a=i.strip('\t\n').split('\t') 8 | for j in a: 9 | tmp.append(float(j)) 10 | data.append(tmp) 11 | 12 | print data[0][85] 13 | -------------------------------------------------------------------------------- /data/dapan.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianghaoPi/stock_predict_bpnn/789f347719de2e096471a972d99c5b3986bdde4f/data/dapan.txt -------------------------------------------------------------------------------- /data/dapan_chuliguo.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianghaoPi/stock_predict_bpnn/789f347719de2e096471a972d99c5b3986bdde4f/data/dapan_chuliguo.txt -------------------------------------------------------------------------------- /data/label.txt: -------------------------------------------------------------------------------- 1 | 0.532374100719 2 | 0.553956834532 3 | 0.539568345324 4 | 0.482014388489 5 | 0.395683453237 6 | 0.482014388489 7 | 0.431654676259 8 | 0.705035971223 9 | 0.63309352518 10 | 0.453237410072 11 | 0.474820143885 12 | 0.561151079137 13 | 0.438848920863 14 | 0.395683453237 15 | 0.388489208633 16 | 0.374100719424 17 | 0.323741007194 18 | 0.410071942446 19 | 0.41726618705 20 | 0.467625899281 21 | 0.482014388489 22 | 0.446043165468 23 | 0.345323741007 24 | 0.31654676259 25 | 0.345323741007 26 | 0.330935251799 27 | 0.395683453237 28 | 0.41726618705 29 | 0.474820143885 30 | 0.482014388489 31 | 0.474820143885 32 | 0.532374100719 33 | 0.705035971223 34 | 0.676258992806 35 | 0.647482014388 36 | 0.705035971223 37 | 0.654676258993 38 | 0.647482014388 39 | 0.63309352518 40 | 0.589928057554 41 | 0.58273381295 42 | 0.568345323741 43 | 0.553956834532 44 | 0.525179856115 45 | 0.510791366906 46 | 0.525179856115 47 | 0.532374100719 48 | 0.489208633094 49 | 0.460431654676 50 | 0.431654676259 51 | 0.410071942446 52 | 0.36690647482 53 | 0.31654676259 54 | 0.309352517986 55 | 0.201438848921 56 | 0.194244604317 57 | 0.215827338129 58 | 0.244604316547 59 | 0.258992805755 60 | 0.395683453237 61 | 0.374100719424 62 | 0.294964028777 63 | 0.309352517986 64 | 0.294964028777 65 | 0.31654676259 66 | 0.31654676259 67 | 0.302158273381 68 | 0.374100719424 69 | 0.330935251799 70 | 0.36690647482 71 | 0.374100719424 72 | 0.395683453237 73 | 0.359712230216 74 | 0.352517985612 75 | 0.359712230216 76 | 0.309352517986 77 | 0.230215827338 78 | 0.194244604317 79 | 0.395683453237 80 | 0.359712230216 81 | 0.280575539568 82 | 0.345323741007 83 | 0.302158273381 84 | 0.258992805755 85 | 0.273381294964 86 | 0.26618705036 87 | 0.309352517986 88 | 0.395683453237 89 | 0.669064748201 90 | 0.611510791367 91 | 0.553956834532 92 | 0.884892086331 93 | 0.920863309353 94 | 0.676258992806 95 | 0.568345323741 96 | 0.539568345324 97 | 0.489208633094 98 | 0.467625899281 99 | 0.467625899281 100 | 0.446043165468 101 | 0.431654676259 102 | 0.460431654676 103 | 0.453237410072 104 | 0.438848920863 105 | 0.395683453237 106 | 0.625899280576 107 | 0.489208633094 108 | 0.467625899281 109 | 0.474820143885 110 | 0.654676258993 111 | 0.669064748201 112 | 0.870503597122 113 | 0.848920863309 114 | 0.604316546763 115 | 0.604316546763 116 | 0.568345323741 117 | 0.539568345324 118 | 0.532374100719 119 | 0.517985611511 120 | 0.525179856115 121 | 0.517985611511 122 | 0.496402877698 123 | 0.546762589928 124 | 0.532374100719 125 | 0.525179856115 126 | 0.532374100719 127 | 0.561151079137 128 | 0.553956834532 129 | 0.525179856115 130 | 0.525179856115 131 | 0.525179856115 132 | 0.517985611511 133 | 0.525179856115 134 | 0.525179856115 135 | 0.532374100719 136 | 0.532374100719 137 | 0.532374100719 138 | 0.575539568345 139 | 0.568345323741 140 | 0.539568345324 141 | 0.517985611511 142 | 0.510791366906 143 | 0.467625899281 144 | 0.496402877698 145 | 0.546762589928 146 | 0.532374100719 147 | 0.510791366906 148 | 0.482014388489 149 | 0.474820143885 150 | 0.496402877698 151 | 0.489208633094 152 | 0.503597122302 153 | 0.510791366906 154 | 0.510791366906 155 | 0.575539568345 156 | 0.568345323741 157 | 0.539568345324 158 | 0.510791366906 159 | 0.525179856115 160 | 0.503597122302 161 | 0.453237410072 162 | 0.438848920863 163 | 0.453237410072 164 | 0.438848920863 165 | 0.410071942446 166 | 0.424460431655 167 | 0.41726618705 168 | 0.410071942446 169 | 0.438848920863 170 | 0.460431654676 171 | 0.453237410072 172 | 0.446043165468 173 | 0.438848920863 174 | 0.446043165468 175 | 0.496402877698 176 | 0.517985611511 177 | 0.625899280576 178 | 0.575539568345 179 | 0.589928057554 180 | 0.697841726619 181 | 0.63309352518 182 | 0.661870503597 183 | 0.827338129496 184 | 0.63309352518 185 | 0.618705035971 186 | 0.618705035971 187 | 0.58273381295 188 | 0.812949640288 189 | 0.870503597122 190 | 0.870503597122 191 | 0.812949640288 192 | 1.0 193 | 0.920863309353 194 | 0.669064748201 195 | 0.525179856115 196 | 0.553956834532 197 | 0.467625899281 198 | 0.446043165468 199 | 0.41726618705 200 | 0.395683453237 201 | 0.410071942446 202 | 0.359712230216 203 | 0.345323741007 204 | 0.36690647482 205 | 0.402877697842 206 | 0.374100719424 207 | 0.374100719424 208 | 0.352517985612 209 | 0.31654676259 210 | 0.323741007194 211 | 0.323741007194 212 | 0.309352517986 213 | 0.359712230216 214 | 0.482014388489 215 | 0.424460431655 216 | 0.431654676259 217 | 0.474820143885 218 | 0.460431654676 219 | 0.474820143885 220 | 0.496402877698 221 | 0.474820143885 222 | 0.496402877698 223 | 0.489208633094 224 | 0.453237410072 225 | 0.424460431655 226 | 0.388489208633 227 | 0.395683453237 228 | 0.388489208633 229 | 0.41726618705 230 | 0.395683453237 231 | 0.41726618705 232 | 0.410071942446 233 | 0.388489208633 234 | 0.395683453237 235 | 0.424460431655 236 | 0.374100719424 237 | 0.36690647482 238 | 0.359712230216 239 | 0.345323741007 240 | 0.330935251799 241 | 0.323741007194 242 | 0.330935251799 243 | 0.280575539568 244 | 0.26618705036 245 | 0.273381294964 246 | 0.26618705036 247 | 0.223021582734 248 | 0.208633093525 249 | 0.194244604317 250 | 0.194244604317 251 | 0.194244604317 252 | 0.215827338129 253 | 0.208633093525 254 | 0.158273381295 255 | 0.0791366906475 256 | 0.0287769784173 257 | 0.0 258 | min:8.6 max:9.99 259 | -------------------------------------------------------------------------------- /data/minsheng.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JianghaoPi/stock_predict_bpnn/789f347719de2e096471a972d99c5b3986bdde4f/data/minsheng.txt -------------------------------------------------------------------------------- /data/out.txt: -------------------------------------------------------------------------------- 1 | 时间 大盘开盘 大盘最高 大盘最低 大盘收盘 大盘涨跌 大盘涨幅 大盘振幅 开盘 最高 最低 收盘 涨幅 振幅 总手 金额 换手 成交次数 2 | 2016-03-07 2886.64 2911.84 2871.35 2897.34 +23.19 0.81 1.41 9.25 9.34 9.11 9.17 -1.71 2.47 121,800,761 1,120,412,940 0.412 2782 3 | 2016-03-08 2895.67 2902.62 2802.56 2901.39 +4.05 0.14 3.45 9.11 9.37 8.73 9.29 +1.31 6.98 137,904,130 1,247,011,600 0.467 2659 4 | 2016-03-09 2839.41 2863.01 2811.72 2862.56 -38.83 -1.34 1.77 9.01 9.35 8.91 9.34 +0.54 4.74 179,947,700 1,654,141,400 0.609 2489 5 | 2016-03-10 2847.57 2863.18 2803.48 2804.73 -57.83 -2.02 2.09 9.18 9.27 9.02 9.05 -3.10 2.68 81,971,811 749,221,020 0.277 2589 6 | 2016-03-11 2781.60 2815.61 2772.55 2810.31 +5.58 0.20 1.54 9.00 9.15 8.87 9.12 +0.77 3.09 86,822,433 785,309,400 0.294 2365 7 | 2016-03-14 2830.08 2889.82 2823.03 2859.50 +49.19 1.75 2.38 9.19 9.27 8.94 9.03 -0.99 3.62 93,900,677 856,642,710 0.318 2710 8 | 2016-03-15 2853.98 2865.79 2819.79 2864.37 +4.87 0.17 1.61 9.08 9.20 8.96 9.17 +1.55 2.66 71,665,039 651,887,440 0.243 2500 9 | 2016-03-16 2858.71 2881.53 2854.19 2870.43 +6.06 0.21 0.954 9.11 9.58 9.08 9.44 +2.94 5.45 340,492,240 3,209,502,800 1.15 2794 10 | 2016-03-17 2875.41 2921.00 2857.19 2904.83 +34.40 1.20 2.22 9.46 9.48 9.01 9.20 -2.54 4.98 172,358,070 1,590,776,700 0.583 2674 11 | 2016-03-18 2915.52 2971.55 2908.74 2955.15 +50.32 1.73 2.16 9.19 9.23 9.08 9.13 -0.76 1.63 154,331,490 1,413,272,800 0.522 2805 12 | 2016-03-21 2978.46 3028.32 2973.76 3018.80 +63.65 2.15 1.85 9.16 9.26 9.12 9.20 +0.77 1.53 86,113,968 792,628,820 0.291 2723 13 | 2016-03-22 3001.63 3019.10 2988.43 2999.36 -19.44 -0.64 1.02 9.24 9.38 9.15 9.19 -0.11 2.50 86,599,242 801,440,080 0.293 2592 14 | 2016-03-23 2991.17 3012.56 2980.86 3009.96 +10.60 0.35 1.06 9.15 9.21 9.12 9.16 -0.33 0.98 49,278,679 451,896,390 0.167 2566 15 | 2016-03-24 2986.80 2998.15 2960.54 2960.97 -48.99 -1.63 1.25 9.12 9.15 9.08 9.09 -0.76 0.76 56,862,433 517,297,860 0.192 2483 16 | 2016-03-25 2956.20 2981.41 2952.11 2979.43 +18.46 0.62 0.990 9.09 9.14 9.09 9.09 +0.00 0.55 35,564,541 323,644,190 0.120 2423 17 | 2016-03-28 2988.01 3008.17 2948.53 2957.82 -21.61 -0.73 2.00 9.10 9.12 8.86 8.93 -1.76 2.86 75,006,156 675,638,310 0.254 2661 18 | 2016-03-29 2956.71 2962.20 2905.25 2919.83 -37.99 -1.28 1.93 8.96 9.05 8.92 8.94 +0.11 1.46 56,201,105 505,016,380 0.190 2642 19 | 2016-03-30 2941.22 3001.11 2941.22 3000.64 +80.81 2.77 2.05 9.02 9.17 8.97 9.14 +2.24 2.24 75,089,889 681,081,720 0.254 2502 20 | 2016-03-31 3009.37 3023.41 2992.92 3003.92 +3.27 0.11 1.02 9.17 9.18 9.06 9.11 -0.33 1.31 34,874,010 317,617,010 0.118 2512 21 | 2016-04-01 2997.09 3009.67 2956.25 3009.53 +5.61 0.19 1.78 9.14 9.25 8.98 9.24 +1.43 2.96 94,110,162 862,334,340 0.318 2389 22 | 2016-04-05 3000.94 3057.33 2993.15 3053.07 +43.54 1.45 2.13 9.12 9.27 9.01 9.22 -0.22 2.81 70,146,624 641,918,120 0.237 2692 23 | 2016-04-06 3039.74 3059.79 3029.00 3050.59 -2.47 -0.08 1.01 9.13 9.22 9.01 9.05 -1.84 2.28 104,380,981 946,880,150 0.353 2654 24 | 2016-04-07 3058.34 3062.36 3007.06 3008.42 -42.17 -1.38 1.81 9.07 9.08 8.98 8.99 -0.66 1.10 57,633,283 519,530,370 0.195 2403 25 | 2016-04-08 2988.20 2996.17 2960.46 2984.96 -23.46 -0.78 1.19 8.92 9.04 8.89 8.99 +0.00 1.67 41,917,126 376,952,960 0.142 2299 26 | 2016-04-11 3006.91 3048.98 3006.91 3033.96 +49.00 1.64 1.41 8.95 9.08 8.95 9.01 +0.22 1.45 49,848,199 450,314,670 0.169 2392 27 | 2016-04-12 3031.30 3036.82 3001.32 3023.65 -10.31 -0.34 1.17 9.03 9.06 8.99 9.03 +0.22 0.78 33,049,869 298,266,580 0.112 2193 28 | 2016-04-13 3041.36 3097.16 3041.36 3066.64 +42.99 1.42 1.85 9.06 9.15 9.02 9.11 +0.89 1.44 113,694,986 1,035,536,490 0.385 2464 29 | 2016-04-14 3080.09 3086.70 3056.99 3082.36 +15.72 0.51 0.969 9.18 9.18 9.09 9.11 +0.00 0.99 70,910,543 647,034,050 0.240 2192 30 | 2016-04-15 3085.03 3089.95 3066.87 3078.12 -4.25 -0.14 0.749 9.14 9.26 9.11 9.21 +1.10 1.65 116,850,044 1,075,061,870 0.395 2667 31 | 2016-04-18 3058.46 3058.46 3022.97 3033.66 -44.46 -1.44 1.15 9.11 9.27 9.10 9.19 -0.22 1.85 108,633,799 1,002,520,820 0.368 2456 32 | 2016-04-19 3047.13 3054.50 3024.90 3042.82 +9.16 0.30 0.976 9.23 9.26 9.15 9.20 +0.11 1.20 84,446,088 778,031,960 0.286 2385 33 | 2016-04-20 3050.38 3055.69 2905.05 2972.58 -70.24 -2.31 4.95 9.20 9.34 8.93 9.32 +1.30 4.46 159,289,050 1,462,074,600 0.539 2500 34 | 2016-04-21 2954.37 2990.67 2943.46 2952.89 -19.69 -0.66 1.59 9.24 9.58 9.20 9.30 -0.21 4.08 166,955,090 1,570,407,200 0.565 2580 35 | 2016-04-22 2933.03 2960.21 2926.78 2959.24 +6.35 0.22 1.13 9.25 9.54 9.23 9.40 +1.08 3.33 73,060,688 687,777,250 0.247 2508 36 | 2016-04-25 2949.97 2954.09 2917.02 2946.67 -12.57 -0.42 1.25 9.32 9.50 9.25 9.44 +0.43 2.66 70,294,066 662,746,750 0.238 2393 37 | 2016-04-26 2944.72 2965.43 2933.97 2964.70 +18.03 0.61 1.07 9.40 9.58 9.38 9.46 +0.21 2.12 75,849,017 715,842,100 0.257 2114 38 | 2016-04-27 2967.19 2976.02 2949.43 2953.67 -11.03 -0.37 0.897 9.50 9.51 9.38 9.39 -0.74 1.37 75,642,231 713,834,310 0.256 2188 39 | 2016-04-28 2955.74 2959.51 2916.37 2945.59 -8.08 -0.27 1.46 9.43 9.50 9.33 9.37 -0.21 1.81 44,022,757 414,173,680 0.149 2152 40 | 2016-04-29 2935.38 2950.58 2930.36 2938.32 -7.27 -0.25 0.686 9.36 9.48 9.29 9.30 -0.75 2.03 69,704,517 653,497,040 0.236 2399 41 | 2016-05-03 2940.39 2993.53 2929.81 2992.64 +54.32 1.85 2.17 9.31 9.42 9.28 9.38 +0.86 1.51 45,857,553 429,277,700 0.155 2211 42 | 2016-05-04 2983.03 3004.42 2978.33 2991.27 -1.37 -0.05 0.872 9.30 9.41 9.30 9.38 +0.00 1.17 23,346,729 218,537,650 0.079 1991 43 | 2016-05-05 2987.02 2999.12 2977.20 2997.84 +6.57 0.22 0.733 9.35 9.39 9.34 9.36 -0.21 0.53 23,339,999 218,547,020 0.079 2099 44 | 2016-05-06 2998.40 3003.59 2913.04 2913.25 -84.59 -2.82 3.02 9.36 9.37 9.23 9.26 -1.07 1.50 42,386,881 394,524,300 0.143 2151 45 | 2016-05-09 2896.16 2896.16 2821.83 2832.11 -81.14 -2.79 2.55 9.25 9.33 9.11 9.22 -0.43 2.38 46,376,407 428,376,260 0.157 2356 46 | 2016-05-10 2822.33 2845.24 2820.16 2832.59 +0.48 0.02 0.885 9.13 9.31 9.13 9.26 +0.43 1.95 35,271,024 326,325,200 0.119 2246 47 | 2016-05-11 2843.54 2857.25 2818.70 2837.04 +4.45 0.16 1.36 9.28 9.33 9.23 9.28 +0.22 1.08 36,948,245 342,794,140 0.125 2118 48 | 2016-05-12 2812.11 2839.28 2781.24 2835.86 -1.18 -0.04 2.05 9.27 9.34 9.23 9.27 -0.11 1.19 73,296,372 679,291,050 0.248 2446 49 | 2016-05-13 2828.46 2850.09 2814.11 2827.11 -8.75 -0.31 1.27 9.23 9.28 9.18 9.19 -0.86 1.08 108,521,482 1,003,169,360 0.367 2511 50 | 2016-05-16 2816.78 2851.23 2804.99 2850.86 +23.75 0.84 1.64 9.15 9.24 9.15 9.20 +0.11 0.98 33,077,545 303,958,060 0.112 1988 51 | 2016-05-17 2850.93 2860.32 2832.46 2843.68 -7.18 -0.25 0.977 9.20 9.20 9.07 9.08 -1.30 1.41 56,884,363 517,681,180 0.192 2382 52 | 2016-05-18 2828.18 2828.26 2781.42 2807.51 -36.17 -1.27 1.65 9.08 9.17 9.02 9.13 +0.55 1.65 138,645,360 1,257,228,140 0.469 2138 53 | 2016-05-19 2802.31 2829.40 2801.55 2806.91 -0.61 -0.02 0.992 9.10 9.11 8.99 9.00 -1.42 1.31 57,010,744 516,598,540 0.193 2262 54 | 2016-05-20 2792.89 2825.95 2785.08 2825.48 +18.58 0.66 1.46 8.98 9.04 8.98 9.00 +0.00 0.67 157,346,350 1,416,296,600 0.532 1981 55 | 2016-05-23 2826.31 2848.07 2826.26 2843.65 +18.16 0.64 0.772 9.00 9.03 8.86 8.87 -1.44 1.89 128,147,729 1,144,884,240 0.434 2443 56 | 2016-05-24 2839.68 2839.70 2807.19 2821.67 -21.98 -0.77 1.14 8.88 8.88 8.66 8.68 -2.14 2.48 217,477,170 1,897,145,500 0.736 2688 57 | 2016-05-25 2835.03 2843.17 2807.75 2815.09 -6.58 -0.23 1.26 8.75 8.87 8.69 8.86 +2.07 2.07 74,010,107 651,147,900 0.250 2669 58 | 2016-05-26 2813.54 2827.09 2780.76 2822.44 +7.36 0.26 1.65 8.82 8.90 8.81 8.90 +0.45 1.02 60,354,785 535,720,670 0.204 2619 59 | 2016-05-27 2817.97 2832.80 2809.80 2821.05 -1.40 -0.05 0.815 8.85 8.94 8.83 8.91 +0.11 1.24 72,153,268 641,621,330 0.244 2231 60 | 2016-05-30 2814.65 2830.97 2794.66 2822.45 +1.40 0.05 1.29 8.91 8.96 8.83 8.95 +0.45 1.46 125,372,463 1,120,553,440 0.424 2319 61 | 2016-05-31 2822.59 2917.14 2822.59 2916.62 +94.17 3.34 3.35 8.96 9.15 8.96 9.09 +1.56 2.12 141,216,150 1,282,544,030 0.478 2675 62 | 2016-06-01 2917.15 2929.08 2909.51 2913.51 -3.11 -0.11 0.671 9.12 9.12 8.97 8.98 -1.21 1.65 107,149,201 965,827,220 0.363 2640 63 | 2016-06-02 2911.22 2925.67 2906.52 2925.23 +11.72 0.40 0.657 8.98 9.01 8.92 8.97 -0.11 1.00 50,064,989 448,230,870 0.169 2530 64 | 2016-06-03 2929.79 2945.52 2915.19 2938.68 +13.45 0.46 1.04 9.03 9.03 8.91 8.99 +0.22 1.34 62,866,686 562,930,860 0.213 2503 65 | 2016-06-06 2940.99 2945.94 2922.28 2934.10 -4.59 -0.16 0.805 8.98 9.01 8.93 9.01 +0.22 0.89 52,606,789 472,082,690 0.178 2549 66 | 2016-06-07 2936.28 2938.44 2923.50 2936.04 +1.95 0.07 0.509 9.03 9.04 8.98 9.00 -0.11 0.67 48,827,367 440,026,540 0.165 2341 67 | 2016-06-08 2932.38 2937.99 2908.37 2927.16 -8.89 -0.30 1.01 9.00 9.04 8.98 9.00 +0.00 0.67 95,472,445 859,841,670 0.323 2490 68 | 2016-06-13 2897.27 2911.16 2832.51 2833.07 -94.09 -3.21 2.69 8.94 9.02 8.93 8.95 -0.56 1.00 85,482,976 767,476,170 0.289 2491 69 | 2016-06-14 2824.23 2843.46 2822.06 2842.19 +9.12 0.32 0.755 8.95 9.12 8.91 9.03 +0.89 2.35 83,740,130 756,754,100 0.283 2413 70 | 2016-06-15 2814.69 2894.26 2811.78 2887.21 +45.02 1.58 2.90 8.93 9.06 8.92 9.05 +0.22 1.55 79,216,571 713,886,190 0.268 2457 71 | 2016-06-16 2878.40 2887.74 2865.39 2872.82 -14.39 -0.50 0.774 8.98 9.11 8.97 9.02 -0.33 1.55 56,190,499 508,928,040 0.190 2212 72 | 2016-06-17 2873.01 2900.30 2872.18 2885.11 +12.29 0.43 0.979 9.01 9.12 9.01 9.08 +0.67 1.22 57,320,529 520,135,960 0.194 2567 73 | 2016-06-20 2887.64 2891.66 2864.02 2888.81 +3.70 0.13 0.958 9.11 9.15 8.99 9.05 -0.33 1.76 27,967,649 252,641,610 0.095 1936 74 | 2016-06-21 2898.38 2919.30 2869.18 2878.56 -10.25 -0.35 1.74 9.04 9.10 9.02 9.08 +0.33 0.88 42,522,729 385,440,050 0.144 2173 75 | 2016-06-22 2872.73 2905.98 2869.51 2905.55 +26.99 0.94 1.27 9.07 9.09 9.03 9.08 +0.00 0.66 30,033,597 272,366,850 0.102 1744 76 | 2016-06-23 2902.40 2904.11 2878.66 2891.96 -13.59 -0.47 0.876 9.10 9.10 9.03 9.09 +0.11 0.77 39,983,069 363,168,120 0.135 1921 77 | 2016-06-24 2883.76 2899.57 2807.60 2854.29 -37.67 -1.30 3.18 8.98 9.03 8.79 8.84 -2.75 2.64 56,784,109 504,468,190 0.192 2081 78 | 2016-06-27 2840.56 2895.73 2840.28 2895.70 +41.42 1.45 1.94 8.84 8.92 8.82 8.87 +0.34 1.13 61,454,882 544,070,300 0.208 2305 79 | 2016-06-28 2885.01 2913.58 2878.82 2912.56 +16.85 0.58 1.20 8.86 8.87 8.82 8.84 -0.34 0.56 45,865,553 405,380,760 0.155 1991 80 | 2016-06-29 2918.53 2934.00 2915.06 2931.59 +19.04 0.65 0.650 8.86 9.15 8.81 9.14 +3.39 3.85 174,671,350 1,570,743,400 0.591 2395 81 | 2016-06-30 2931.48 2938.14 2922.31 2929.61 -1.99 -0.07 0.540 9.06 9.10 8.88 8.93 -2.30 2.41 85,664,445 768,581,220 0.290 2453 82 | 2016-07-01 2931.80 2944.99 2925.81 2932.48 +2.87 0.10 0.655 8.94 8.99 8.90 8.93 +0.00 1.01 38,634,089 345,519,880 0.131 1999 83 | 2016-07-04 2924.29 2992.50 2922.52 2988.60 +56.13 1.91 2.39 8.92 9.08 8.92 9.02 +1.01 1.79 67,891,487 612,648,070 0.230 2272 84 | 2016-07-05 2991.75 3010.28 2990.64 3006.39 +17.79 0.60 0.657 8.98 9.02 8.92 8.97 -0.55 1.11 59,139,024 530,861,420 0.200 2005 85 | 2016-07-06 2998.52 3017.65 2984.83 3017.29 +10.90 0.36 1.09 8.93 8.96 8.90 8.93 -0.45 0.67 51,861,695 462,836,310 0.175 2214 86 | 2016-07-07 3009.35 3024.11 2994.64 3016.85 -0.45 -0.01 0.977 8.93 8.98 8.89 8.96 +0.34 1.01 56,848,541 508,193,440 0.192 2137 87 | 2016-07-08 3000.33 3001.55 2983.88 2988.09 -28.75 -0.95 0.586 8.95 8.97 8.93 8.93 -0.33 0.45 42,253,384 378,027,530 0.143 1425 88 | 2016-07-11 2993.75 3022.94 2990.91 2994.92 +6.82 0.23 1.07 8.97 9.03 8.93 8.99 +0.67 1.12 52,364,502 470,815,580 0.177 1991 89 | 2016-07-12 2992.52 3049.68 2984.42 3049.38 +54.46 1.82 2.18 9.01 9.15 8.99 9.13 +1.56 1.78 84,610,773 768,638,270 0.286 2298 90 | 2016-07-13 3049.51 3069.05 3048.20 3060.69 +11.31 0.37 0.684 9.12 9.53 9.09 9.16 +0.33 4.82 107,852,983 1,002,626,130 0.365 2388 91 | 2016-07-14 3054.98 3057.05 3036.52 3054.02 -6.67 -0.22 0.671 9.18 9.45 9.17 9.30 +1.53 3.06 79,780,597 742,127,510 0.270 2595 92 | 2016-07-15 3056.68 3062.68 3044.54 3054.30 +0.28 0.01 0.594 9.31 9.37 9.23 9.25 -0.54 1.51 47,959,780 446,193,490 0.162 2258 93 | 2016-07-18 3047.64 3058.32 3031.64 3043.56 -10.73 -0.35 0.874 9.35 9.83 9.35 9.54 +3.14 5.19 148,707,610 1,430,165,800 0.503 2679 94 | 2016-07-19 3040.23 3043.60 3014.29 3036.60 -6.97 -0.23 0.963 9.72 9.88 9.35 9.50 -0.42 5.56 107,932,764 1,032,839,910 0.365 2619 95 | 2016-07-20 3034.71 3043.00 3022.63 3027.90 -8.70 -0.29 0.671 9.52 9.54 9.28 9.29 -2.21 2.74 71,462,991 669,749,290 0.242 2613 96 | 2016-07-21 3027.60 3053.33 3027.37 3039.01 +11.11 0.37 0.858 9.31 9.39 9.23 9.31 +0.22 1.72 89,434,886 832,431,580 0.303 2570 97 | 2016-07-22 3038.12 3039.27 3007.46 3012.82 -26.19 -0.86 1.05 9.29 9.35 9.21 9.22 -0.97 1.50 76,710,471 712,636,100 0.260 2323 98 | 2016-07-25 3008.09 3027.12 3003.29 3015.83 +3.01 0.10 0.791 9.21 9.28 9.12 9.19 -0.33 1.74 92,945,289 852,286,920 0.315 2508 99 | 2016-07-26 3014.04 3050.62 3013.80 3050.17 +34.34 1.14 1.22 9.17 9.25 9.14 9.23 +0.44 1.20 119,662,212 1,101,561,110 0.405 2629 100 | 2016-07-27 3050.37 3057.42 2939.23 2992.00 -58.17 -1.91 3.88 9.22 9.25 9.06 9.24 +0.11 2.06 143,041,790 1,312,307,510 0.484 2609 101 | 2016-07-28 2980.50 3003.36 2968.18 2994.32 +2.32 0.08 1.18 9.19 9.22 9.11 9.13 -1.19 1.19 70,561,015 647,188,800 0.239 2374 102 | 2016-07-29 2992.54 3000.06 2972.92 2979.34 -14.98 -0.50 0.906 9.17 9.20 9.14 9.16 +0.33 0.66 109,791,488 1,005,606,950 0.372 2376 103 | 2016-08-01 2971.95 2972.88 2931.96 2953.39 -25.95 -0.87 1.37 9.15 9.24 9.14 9.22 +0.66 1.09 78,891,693 725,981,970 0.267 2316 104 | 2016-08-02 2950.08 2971.28 2946.64 2971.28 +17.89 0.61 0.834 9.20 9.23 9.16 9.20 -0.22 0.76 66,826,298 613,796,530 0.226 2234 105 | 2016-08-03 2963.22 2981.16 2956.79 2978.46 +7.18 0.24 0.820 9.11 9.21 9.10 9.15 -0.54 1.20 105,704,061 966,858,420 0.358 2207 106 | 2016-08-04 2976.41 2982.86 2958.93 2982.43 +3.97 0.13 0.803 9.14 9.15 9.08 9.14 -0.11 0.77 73,232,080 666,981,120 0.248 2341 107 | 2016-08-05 2978.78 2991.68 2971.56 2976.70 -5.73 -0.19 0.674 9.14 9.47 9.12 9.30 +1.75 3.83 105,712,370 980,386,360 0.358 2530 108 | 2016-08-08 2972.63 3004.72 2959.05 3004.28 +27.58 0.93 1.53 9.28 9.28 9.15 9.23 -0.75 1.40 83,953,293 772,214,380 0.284 2616 109 | 2016-08-09 3001.31 3025.91 2998.68 3025.68 +21.40 0.71 0.907 9.23 9.25 9.19 9.24 +0.11 0.65 66,700,868 614,514,650 0.226 2396 110 | 2016-08-10 3023.47 3033.20 3017.09 3018.75 -6.94 -0.23 0.532 9.23 9.26 9.22 9.24 +0.00 0.43 59,176,210 546,679,560 0.200 2089 111 | 2016-08-11 3013.68 3038.05 3001.17 3002.64 -16.11 -0.53 1.22 9.25 9.51 9.23 9.31 +0.76 3.03 111,453,900 1,048,606,170 0.377 2522 112 | 2016-08-12 3000.27 3051.05 2999.04 3050.67 +48.03 1.60 1.73 9.32 9.53 9.24 9.49 +1.93 3.11 110,727,309 1,040,181,960 0.375 2504 113 | 2016-08-15 3056.48 3137.48 3053.87 3125.20 +74.53 2.44 2.74 9.49 9.81 9.43 9.71 +2.32 4.00 164,732,860 1,594,295,500 0.557 2748 114 | 2016-08-16 3130.53 3140.44 3102.07 3110.04 -15.16 -0.49 1.23 9.76 9.78 9.34 9.41 -3.09 4.53 210,662,170 1,997,704,300 0.713 2786 115 | 2016-08-17 3106.99 3114.26 3090.28 3109.56 -0.48 -0.02 0.771 9.42 9.44 9.33 9.41 +0.00 1.17 78,808,667 739,729,170 0.267 2391 116 | 2016-08-18 3107.75 3125.58 3093.32 3104.11 -5.44 -0.17 1.04 9.37 9.44 9.31 9.36 -0.53 1.38 78,711,488 736,960,290 0.266 2546 117 | 2016-08-19 3100.39 3113.34 3082.77 3108.10 +3.99 0.13 0.985 9.36 9.39 9.30 9.34 -0.21 0.96 51,458,296 480,599,060 0.174 2329 118 | 2016-08-22 3107.38 3112.74 3083.59 3084.81 -23.30 -0.75 0.938 9.33 9.35 9.25 9.28 -0.64 1.07 58,213,348 540,203,990 0.197 2229 119 | 2016-08-23 3081.57 3101.11 3073.53 3089.71 +4.90 0.16 0.894 9.27 9.34 9.27 9.30 +0.22 0.75 45,854,184 426,507,300 0.155 2462 120 | 2016-08-24 3092.02 3097.15 3079.55 3085.88 -3.83 -0.12 0.570 9.30 9.32 9.26 9.27 -0.32 0.65 39,764,365 368,999,440 0.135 2229 121 | 2016-08-25 3073.44 3073.44 3041.51 3068.33 -17.55 -0.57 1.04 9.26 9.33 9.25 9.30 +0.32 0.86 53,691,959 498,541,400 0.182 2452 122 | 2016-08-26 3069.85 3087.65 3063.89 3070.31 +1.98 0.06 0.774 9.28 9.32 9.26 9.30 +0.00 0.65 44,657,165 414,857,220 0.151 1909 123 | 2016-08-29 3068.46 3074.94 3058.79 3070.03 -0.28 -0.01 0.526 9.26 9.29 9.21 9.24 -0.65 0.86 53,354,491 492,634,860 0.181 2107 124 | 2016-08-30 3071.44 3082.99 3065.97 3074.68 +4.65 0.15 0.554 9.25 9.36 9.25 9.35 +1.19 1.19 53,166,939 494,860,980 0.180 2253 125 | 2016-08-31 3072.92 3087.70 3063.40 3085.49 +10.81 0.35 0.790 9.30 9.34 9.27 9.31 -0.43 0.75 51,661,895 480,272,620 0.175 2231 126 | 2016-09-01 3083.96 3088.70 3062.88 3063.31 -22.19 -0.72 0.837 9.29 9.33 9.26 9.28 -0.32 0.75 50,718,107 471,525,520 0.172 1945 127 | 2016-09-02 3057.50 3072.53 3050.49 3067.35 +4.05 0.13 0.719 9.25 9.34 9.25 9.31 +0.32 0.97 55,920,117 520,513,040 0.189 2021 128 | 2016-09-05 3070.71 3085.49 3065.33 3072.10 +4.74 0.15 0.657 9.30 9.38 9.27 9.35 +0.43 1.18 46,370,362 432,936,870 0.157 1986 129 | 2016-09-06 3071.06 3095.51 3053.19 3090.71 +18.62 0.61 1.38 9.32 9.37 9.30 9.32 -0.32 0.75 52,474,557 488,927,620 0.178 2101 130 | 2016-09-07 3091.33 3105.68 3087.88 3091.93 +1.22 0.04 0.576 9.32 9.33 9.30 9.33 +0.11 0.32 49,702,240 462,671,350 0.168 2188 131 | 2016-09-08 3089.95 3096.78 3083.90 3095.95 +4.03 0.13 0.417 9.32 9.33 9.30 9.32 -0.11 0.32 25,082,575 233,593,290 0.085 1811 132 | 2016-09-09 3095.43 3101.79 3078.22 3078.86 -17.10 -0.55 0.761 9.32 9.33 9.29 9.30 -0.21 0.43 33,205,479 309,151,680 0.112 1736 133 | 2016-09-12 3037.51 3040.95 2999.93 3021.98 -56.88 -1.85 1.33 9.21 9.32 9.20 9.30 +0.00 1.29 101,620,696 943,392,020 0.344 2321 134 | 2016-09-13 3025.04 3029.72 3008.74 3023.51 +1.53 0.05 0.694 9.28 9.33 9.28 9.31 +0.11 0.54 29,864,601 277,949,500 0.101 2152 135 | 2016-09-14 3008.90 3017.95 2995.42 3002.85 -20.66 -0.68 0.745 9.28 9.33 9.28 9.31 +0.00 0.54 36,142,016 336,343,460 0.122 2113 136 | 2016-09-19 3005.32 3026.65 3005.32 3026.05 +23.20 0.77 0.710 9.33 9.34 9.30 9.33 +0.21 0.43 30,281,801 282,011,900 0.102 2226 137 | 2016-09-20 3027.17 3027.82 3015.88 3023.00 -3.05 -0.10 0.394 9.34 9.34 9.30 9.32 -0.11 0.43 28,593,192 266,292,410 0.097 1938 138 | 2016-09-21 3021.58 3032.45 3017.54 3025.87 +2.87 0.10 0.493 9.33 9.34 9.30 9.33 +0.11 0.43 27,347,386 254,795,420 0.093 1814 139 | 2016-09-22 3038.42 3054.44 3035.07 3042.31 +16.44 0.54 0.640 9.35 9.40 9.32 9.37 +0.43 0.86 24,338,581 227,946,230 0.082 2088 140 | 2016-09-23 3044.79 3046.81 3032.80 3033.90 -8.42 -0.28 0.460 9.38 9.39 9.34 9.38 +0.11 0.53 23,468,694 219,993,470 0.079 2012 141 | 2016-09-26 3028.24 3028.24 2980.12 2980.43 -53.47 -1.76 1.59 9.28 9.35 9.25 9.31 -0.75 1.07 64,411,335 599,254,990 0.218 2163 142 | 2016-09-27 2974.59 2998.23 2969.13 2998.17 +17.74 0.60 0.976 9.30 9.32 9.26 9.31 +0.00 0.64 42,702,782 397,080,760 0.145 1832 143 | 2016-09-28 3000.70 3000.70 2984.32 2987.86 -10.31 -0.34 0.546 9.31 9.31 9.16 9.20 -1.18 1.61 50,170,690 463,785,230 0.170 1785 144 | 2016-09-29 2992.17 3009.20 2991.91 2998.48 +10.63 0.36 0.579 9.21 9.25 9.20 9.23 +0.33 0.54 24,665,571 227,720,530 0.083 2248 145 | 2016-09-30 2994.25 3009.20 2993.06 3004.70 +6.22 0.21 0.538 9.23 9.29 9.23 9.26 +0.33 0.65 24,478,180 226,785,230 0.083 1958 146 | 2016-10-10 3020.46 3048.24 3014.62 3048.14 +43.44 1.45 1.12 9.26 9.36 9.26 9.33 +0.76 1.08 29,638,856 276,015,700 0.100 2120 147 | 2016-10-11 3051.62 3066.10 3048.02 3065.25 +17.11 0.56 0.593 9.32 9.34 9.28 9.31 -0.21 0.64 34,307,040 319,143,730 0.116 2112 148 | 2016-10-12 3057.32 3060.51 3048.89 3058.50 -6.75 -0.22 0.379 9.29 9.31 9.26 9.27 -0.43 0.54 28,790,976 267,070,000 0.097 1889 149 | 2016-10-13 3057.97 3065.00 3052.64 3061.35 +2.85 0.09 0.404 9.26 9.27 9.14 9.19 -0.86 1.40 69,499,004 638,628,020 0.235 2235 150 | 2016-10-14 3056.99 3064.79 3043.18 3063.81 +2.46 0.08 0.706 9.18 9.26 9.17 9.24 +0.54 0.98 34,985,913 322,788,470 0.118 2292 151 | 2016-10-17 3064.69 3068.81 3033.75 3041.17 -22.64 -0.74 1.14 9.23 9.29 9.19 9.24 +0.00 1.08 31,322,090 289,216,800 0.106 1863 152 | 2016-10-18 3037.40 3084.19 3037.40 3083.88 +42.71 1.40 1.54 9.23 9.28 9.23 9.27 +0.32 0.54 26,011,675 240,904,610 0.088 1802 153 | 2016-10-19 3085.75 3096.22 3076.77 3084.72 +0.84 0.03 0.631 9.27 9.30 9.27 9.28 +0.11 0.32 16,627,159 154,289,240 0.056 1893 154 | 2016-10-20 3084.91 3089.68 3076.30 3084.46 -0.26 -0.01 0.434 9.29 9.31 9.28 9.29 +0.11 0.32 18,137,451 168,581,750 0.061 1682 155 | 2016-10-21 3081.39 3101.85 3069.27 3090.94 +6.48 0.21 1.06 9.28 9.31 9.26 9.29 +0.00 0.54 21,363,836 198,270,260 0.072 1885 156 | 2016-10-24 3092.05 3137.03 3090.79 3128.25 +37.31 1.21 1.50 9.28 9.40 9.27 9.37 +0.86 1.40 45,969,076 429,808,720 0.156 2116 157 | 2016-10-25 3127.97 3132.50 3121.05 3131.94 +3.69 0.12 0.366 9.36 9.39 9.33 9.36 -0.11 0.64 23,890,718 223,731,830 0.081 2107 158 | 2016-10-26 3129.84 3129.84 3110.39 3116.31 -15.63 -0.50 0.621 9.33 9.35 9.26 9.28 -0.85 0.96 27,654,909 256,869,840 0.094 2054 159 | 2016-10-27 3112.60 3114.76 3100.39 3112.35 -3.96 -0.13 0.461 9.26 9.31 9.24 9.27 -0.11 0.75 24,219,135 224,412,100 0.082 1726 160 | 2016-10-28 3111.70 3128.64 3101.24 3104.27 -8.08 -0.26 0.880 9.25 9.33 9.25 9.31 +0.43 0.86 41,278,345 382,948,520 0.140 2133 161 | 2016-10-31 3097.19 3102.30 3081.07 3100.49 -3.78 -0.12 0.684 9.30 9.30 9.14 9.20 -1.18 1.72 48,642,878 446,877,890 0.165 2413 162 | 2016-11-01 3101.66 3122.61 3097.04 3122.44 +21.95 0.71 0.825 9.20 9.23 9.16 9.21 +0.11 0.76 22,980,490 211,552,460 0.078 1769 163 | 2016-11-02 3115.73 3118.98 3099.82 3102.73 -19.71 -0.63 0.614 9.18 9.21 9.13 9.16 -0.54 0.87 47,408,721 433,805,040 0.160 2404 164 | 2016-11-03 3096.77 3140.93 3094.10 3128.94 +26.21 0.84 1.51 9.16 9.23 9.13 9.19 +0.33 1.09 50,655,655 465,237,730 0.171 2122 165 | 2016-11-04 3126.35 3141.33 3119.54 3125.32 -3.62 -0.12 0.696 9.18 9.21 9.14 9.16 -0.33 0.76 35,280,119 323,537,410 0.119 2157 166 | 2016-11-07 3124.89 3139.20 3117.10 3133.33 +8.01 0.26 0.707 9.15 9.17 9.13 9.16 +0.00 0.44 28,920,438 264,617,200 0.098 1971 167 | 2016-11-08 3140.94 3156.88 3134.95 3147.89 +14.56 0.46 0.700 9.16 9.19 9.14 9.17 +0.11 0.55 38,606,834 353,720,850 0.131 1908 168 | 2016-11-09 3146.08 3146.95 3096.95 3128.37 -19.52 -0.62 1.59 9.18 9.18 9.04 9.11 -0.65 1.53 77,945,507 708,899,650 0.264 2136 169 | 2016-11-10 3148.54 3172.31 3148.54 3171.28 +42.91 1.37 0.760 9.14 9.17 9.12 9.16 +0.55 0.55 66,369,353 607,422,570 0.225 1894 170 | 2016-11-11 3169.40 3202.74 3166.07 3196.04 +24.76 0.78 1.16 9.15 9.21 9.12 9.20 +0.44 0.98 49,228,494 451,278,550 0.167 1984 171 | 2016-11-14 3187.71 3221.46 3186.80 3210.37 +14.33 0.45 1.08 9.18 9.24 9.17 9.22 +0.22 0.76 51,239,951 472,058,680 0.173 2221 172 | 2016-11-15 3209.95 3214.29 3195.04 3206.99 -3.38 -0.11 0.600 9.22 9.23 9.18 9.21 -0.11 0.54 36,214,512 333,400,980 0.123 2483 173 | 2016-11-16 3208.50 3210.89 3195.41 3205.06 -1.93 -0.06 0.483 9.20 9.22 9.16 9.19 -0.22 0.65 52,683,484 484,176,510 0.178 1868 174 | 2016-11-17 3198.50 3211.05 3187.21 3208.45 +3.39 0.11 0.744 9.18 9.21 9.15 9.20 +0.11 0.65 54,477,995 500,457,080 0.184 1807 175 | 2016-11-18 3207.19 3212.39 3187.50 3192.86 -15.59 -0.49 0.776 9.19 9.22 9.17 9.20 +0.00 0.54 50,326,689 462,714,670 0.170 2029 176 | 2016-11-21 3188.50 3229.76 3188.28 3218.15 +25.29 0.79 1.30 9.22 9.29 9.18 9.28 +0.87 1.20 55,948,126 517,559,970 0.189 2029 177 | 2016-11-22 3220.98 3249.68 3220.98 3248.35 +30.20 0.94 0.892 9.28 9.32 9.28 9.31 +0.32 0.43 70,035,985 651,065,980 0.237 2346 178 | 2016-11-23 3247.94 3262.88 3231.59 3241.14 -7.21 -0.22 0.963 9.32 9.47 9.29 9.37 +0.64 1.93 81,035,036 760,934,330 0.274 2220 179 | 2016-11-24 3237.43 3257.86 3232.87 3241.74 +0.60 0.02 0.771 9.38 9.40 9.33 9.35 -0.21 0.75 67,367,915 631,023,820 0.228 2082 180 | 2016-11-25 3241.24 3262.44 3209.60 3261.94 +20.20 0.62 1.63 9.40 9.42 9.29 9.41 +0.64 1.39 66,262,639 620,586,020 0.224 2151 181 | 2016-11-28 3270.05 3288.34 3267.67 3277.00 +15.06 0.46 0.634 9.41 9.57 9.35 9.40 -0.11 2.34 188,418,890 1,775,621,600 0.638 2523 182 | 2016-11-29 3269.23 3301.21 3263.40 3282.92 +5.92 0.18 1.15 9.40 9.48 9.37 9.47 +0.74 1.17 175,280,440 1,654,117,100 0.593 2535 183 | 2016-11-30 3272.14 3277.27 3239.52 3250.03 -32.89 -1.00 1.15 9.49 9.52 9.43 9.50 +0.32 0.95 111,034,920 1,051,281,860 0.376 2455 184 | 2016-12-01 3257.03 3279.67 3256.26 3273.31 +23.28 0.72 0.720 9.53 9.75 9.41 9.43 -0.74 3.58 199,387,020 1,901,931,200 0.675 2492 185 | 2016-12-02 3270.12 3279.71 3235.28 3243.84 -29.47 -0.90 1.36 9.43 9.48 9.31 9.43 +0.00 1.80 124,506,895 1,168,607,120 0.421 2540 186 | 2016-12-05 3203.78 3219.52 3194.88 3204.71 -39.13 -1.21 0.760 9.35 9.46 9.30 9.43 +0.00 1.70 109,729,425 1,028,899,580 0.371 2485 187 | 2016-12-06 3202.03 3215.31 3196.52 3199.65 -5.06 -0.16 0.586 9.38 9.46 9.37 9.42 -0.11 0.95 48,512,981 457,280,040 0.164 2084 188 | 2016-12-07 3198.47 3222.43 3189.49 3222.24 +22.59 0.71 1.03 9.40 9.41 9.32 9.35 -0.74 0.96 50,617,007 473,337,170 0.171 2367 189 | 2016-12-08 3225.55 3228.12 3211.47 3215.37 -6.87 -0.21 0.517 9.34 9.73 9.32 9.66 +3.32 4.39 274,859,570 2,627,142,600 0.930 2589 190 | 2016-12-09 3209.34 3244.80 3207.04 3232.88 +17.51 0.54 1.17 9.57 9.81 9.54 9.72 +0.62 2.80 191,536,740 1,862,532,900 0.648 2642 191 | 2016-12-12 3233.67 3245.09 3149.90 3152.97 -79.91 -2.47 2.94 9.68 9.81 9.53 9.74 +0.21 2.88 143,768,450 1,395,029,400 0.486 2522 192 | 2016-12-13 3138.99 3162.50 3118.71 3155.04 +2.07 0.07 1.39 9.67 9.73 9.58 9.67 -0.72 1.54 79,949,729 772,666,620 0.271 2306 193 | 2016-12-14 3149.38 3170.02 3136.35 3140.53 -14.51 -0.46 1.07 9.68 9.99 9.66 9.85 +1.86 3.41 273,044,970 2,698,679,700 0.924 2518 194 | 2016-12-15 3125.76 3138.78 3100.91 3117.68 -22.85 -0.73 1.21 9.76 9.88 9.46 9.51 -3.45 4.26 111,255,895 1,064,480,040 0.376 2621 195 | 2016-12-16 3111.51 3128.87 3106.35 3122.98 +5.30 0.17 0.722 9.50 9.53 9.33 9.33 -1.89 2.10 205,128,330 1,935,504,600 0.694 2566 196 | 2016-12-19 3120.70 3125.28 3110.08 3118.08 -4.90 -0.16 0.487 9.31 9.33 9.19 9.26 -0.75 1.50 52,036,086 480,802,990 0.176 3123 197 | 2016-12-20 3115.90 3117.01 3084.80 3102.88 -15.20 -0.49 1.03 9.32 9.37 9.18 9.25 -0.11 2.05 66,115,841 611,317,170 0.224 3385 198 | 2016-12-21 3107.24 3140.25 3107.24 3137.43 +34.55 1.11 1.06 9.20 9.25 9.18 9.24 -0.11 0.76 53,616,202 494,283,520 0.181 3527 199 | 2016-12-22 3132.16 3143.17 3126.89 3139.56 +2.13 0.07 0.519 9.22 9.22 9.15 9.18 -0.65 0.76 40,855,026 374,824,260 0.138 3578 200 | 2016-12-23 3134.93 3138.40 3103.75 3110.15 -29.41 -0.94 1.10 9.18 9.18 9.10 9.16 -0.22 0.87 38,903,329 355,004,040 0.132 3070 201 | 2016-12-26 3095.58 3122.88 3068.42 3122.57 +12.42 0.40 1.75 9.10 9.15 9.05 9.14 -0.22 1.09 40,541,730 368,731,700 0.137 3084 202 | 2016-12-27 3117.39 3127.88 3113.75 3114.66 -7.91 -0.25 0.453 9.14 9.17 9.07 9.09 -0.55 1.09 47,739,678 435,080,270 0.162 3198 203 | 2016-12-28 3113.77 3118.78 3094.55 3102.24 -12.42 -0.40 0.778 9.09 9.10 9.01 9.05 -0.44 0.99 63,856,267 577,426,120 0.216 3189 204 | 2016-12-29 3095.84 3111.80 3087.34 3096.10 -6.14 -0.20 0.788 9.04 9.08 9.02 9.06 +0.11 0.66 37,785,721 341,997,320 0.128 2728 205 | 2016-12-30 3097.35 3108.84 3089.99 3103.64 +7.54 0.24 0.609 9.08 9.11 9.05 9.08 +0.22 0.66 54,821,371 497,483,710 0.186 2763 206 | 2017-01-03 3105.31 3136.46 3105.31 3135.92 +32.28 1.04 1.00 9.08 9.16 9.05 9.11 +0.33 1.21 58,352,389 531,505,640 0.197 3088 207 | 2017-01-04 3133.79 3160.10 3130.11 3158.79 +22.87 0.73 0.956 9.10 9.12 9.04 9.11 +0.00 0.88 73,120,372 663,889,520 0.247 3321 208 | 2017-01-05 3157.91 3168.50 3154.28 3165.41 +6.62 0.21 0.450 9.11 9.12 9.07 9.08 -0.33 0.55 56,243,309 511,452,910 0.190 3241 209 | 2017-01-06 3163.78 3172.03 3153.03 3154.32 -11.09 -0.35 0.600 9.08 9.09 9.01 9.01 -0.77 0.88 55,732,553 503,621,290 0.189 3146 210 | 2017-01-09 3148.53 3173.14 3147.74 3171.24 +16.92 0.54 0.805 9.00 9.04 8.98 9.02 +0.11 0.67 49,114,801 442,818,750 0.166 3560 211 | 2017-01-10 3167.57 3174.58 3157.33 3161.67 -9.57 -0.30 0.544 9.01 9.05 9.01 9.03 +0.11 0.44 38,946,271 351,732,170 0.132 2735 212 | 2017-01-11 3156.69 3167.03 3136.27 3136.75 -24.92 -0.79 0.973 9.03 9.05 8.98 8.99 -0.44 0.78 38,822,892 350,048,430 0.131 2912 213 | 2017-01-12 3133.60 3144.97 3115.98 3119.29 -17.46 -0.56 0.924 9.00 9.03 8.98 9.00 +0.11 0.56 22,511,184 202,778,270 0.076 2722 214 | 2017-01-13 3116.08 3130.51 3102.16 3112.76 -6.53 -0.21 0.909 8.99 9.10 8.98 9.08 +0.89 1.33 59,021,403 534,243,620 0.200 2913 215 | 2017-01-16 3104.49 3105.14 3044.29 3103.43 -9.33 -0.30 1.95 9.07 9.27 8.97 9.20 +1.32 3.30 196,318,560 1,798,612,100 0.664 3233 216 | 2017-01-17 3087.03 3108.91 3072.34 3108.77 +5.34 0.17 1.18 9.16 9.19 9.13 9.15 -0.54 0.65 31,710,844 290,563,850 0.107 3123 217 | 2017-01-18 3104.77 3123.72 3098.59 3113.01 +4.24 0.14 0.808 9.17 9.20 9.13 9.18 +0.33 0.77 23,076,975 211,871,130 0.078 3088 218 | 2017-01-19 3104.97 3115.78 3094.01 3101.30 -11.71 -0.38 0.699 9.15 9.26 9.14 9.18 +0.00 1.31 24,707,934 227,509,740 0.084 2999 219 | 2017-01-20 3095.82 3125.66 3095.21 3123.14 +21.84 0.70 0.982 9.18 9.24 9.15 9.22 +0.44 0.98 27,038,313 248,813,300 0.091 2503 220 | 2017-01-23 3125.42 3145.84 3125.42 3136.77 +13.63 0.44 0.654 9.24 9.26 9.19 9.22 +0.00 0.76 23,741,568 218,992,130 0.080 2736 221 | 2017-01-24 3134.59 3149.53 3131.22 3142.55 +5.78 0.18 0.584 9.22 9.29 9.21 9.27 +0.54 0.87 27,881,995 258,024,160 0.094 3016 222 | 2017-01-25 3137.65 3151.47 3133.19 3149.55 +7.00 0.22 0.582 9.24 9.26 9.20 9.22 -0.54 0.65 16,776,054 154,747,460 0.057 2286 223 | 2017-01-26 3149.22 3163.10 3148.91 3159.17 +9.62 0.31 0.451 9.23 9.29 9.23 9.25 +0.33 0.65 19,569,744 181,256,710 0.066 2434 224 | 2017-02-03 3160.08 3162.68 3136.01 3140.17 -19.00 -0.60 0.844 9.28 9.28 9.17 9.17 -0.86 1.19 24,803,969 228,389,830 0.084 2201 225 | 2017-02-06 3143.09 3158.84 3135.39 3156.98 +16.81 0.54 0.747 9.21 9.23 9.15 9.16 -0.11 0.87 42,566,220 391,284,360 0.144 2899 226 | 2017-02-07 3154.40 3159.54 3140.04 3153.09 -3.89 -0.12 0.618 9.16 9.19 9.10 9.14 -0.22 0.98 42,115,167 385,290,960 0.143 3100 227 | 2017-02-08 3148.09 3167.45 3132.03 3166.98 +13.89 0.44 1.12 9.11 9.14 9.06 9.12 -0.22 0.88 39,744,917 361,346,730 0.134 3232 228 | 2017-02-09 3164.69 3186.84 3162.57 3183.18 +16.20 0.51 0.766 9.12 9.15 9.09 9.12 +0.00 0.66 45,953,000 418,873,640 0.155 3090 229 | 2017-02-10 3183.01 3205.05 3182.80 3196.70 +13.52 0.42 0.699 9.13 9.14 9.08 9.11 -0.11 0.66 97,265,021 885,695,660 0.329 3301 230 | 2017-02-13 3198.99 3219.41 3198.99 3216.84 +20.14 0.63 0.639 9.12 9.18 9.10 9.14 +0.33 0.88 102,536,449 937,052,260 0.347 3588 231 | 2017-02-14 3216.14 3219.40 3205.29 3217.93 +1.09 0.03 0.439 9.14 9.15 9.08 9.10 -0.44 0.77 64,756,099 589,274,960 0.219 3360 232 | 2017-02-15 3215.46 3236.00 3206.56 3212.99 -4.94 -0.15 0.915 9.11 9.18 9.08 9.15 +0.55 1.10 144,318,420 1,318,307,670 0.488 3410 233 | 2017-02-16 3210.36 3230.28 3207.79 3229.62 +16.63 0.52 0.700 9.14 9.17 9.10 9.12 -0.33 0.77 95,450,196 869,849,750 0.323 3667 234 | 2017-02-17 3227.71 3238.40 3199.42 3202.08 -27.54 -0.85 1.21 9.12 9.14 9.03 9.03 -0.99 1.21 107,446,237 975,385,800 0.364 3816 235 | 2017-02-20 3198.96 3241.46 3198.96 3239.96 +37.88 1.18 1.33 9.04 9.15 9.03 9.14 +1.22 1.33 157,680,610 1,436,019,400 0.534 4110 236 | 2017-02-21 3242.22 3254.34 3239.88 3253.33 +13.37 0.41 0.446 9.16 9.19 9.10 9.13 -0.11 0.98 120,469,003 1,100,914,720 0.408 3726 237 | 2017-02-22 3252.69 3261.38 3243.84 3261.22 +7.89 0.24 0.539 9.12 9.12 9.07 9.09 -0.44 0.55 90,558,399 823,358,550 0.306 3649 238 | 2017-02-23 3258.83 3264.08 3236.35 3251.38 -9.84 -0.30 0.850 9.10 9.11 9.07 9.08 -0.11 0.44 56,167,373 510,267,980 0.190 3306 239 | 2017-02-24 3246.86 3253.96 3233.53 3253.43 +2.05 0.06 0.628 9.08 9.10 9.05 9.07 -0.11 0.55 77,910,682 706,880,080 0.264 3132 240 | 2017-02-27 3249.19 3251.65 3224.09 3228.66 -24.77 -0.76 0.847 9.07 9.08 9.02 9.04 -0.33 0.66 80,756,890 729,999,860 0.273 3496 241 | 2017-02-28 3225.97 3242.68 3225.97 3241.73 +13.07 0.40 0.518 9.04 9.06 9.02 9.03 -0.11 0.44 44,034,624 397,968,690 0.149 2980 242 | 2017-03-01 3240.07 3259.98 3237.87 3246.93 +5.20 0.16 0.682 9.05 9.05 9.02 9.04 +0.11 0.33 68,994,871 623,486,880 0.233 3619 243 | 2017-03-02 3250.52 3256.81 3228.66 3230.03 -16.90 -0.52 0.867 9.04 9.06 8.95 8.97 -0.77 1.22 115,946,009 1,043,224,530 0.392 3567 244 | 2017-03-03 3219.20 3221.16 3206.61 3218.31 -11.72 -0.36 0.450 8.96 8.99 8.93 8.97 +0.00 0.67 61,988,854 554,774,650 0.210 3225 245 | 2017-03-06 3217.33 3234.66 3215.07 3233.87 +15.56 0.48 0.609 8.96 8.97 8.94 8.96 -0.11 0.33 59,574,979 533,330,380 0.202 3533 246 | 2017-03-07 3233.09 3242.66 3226.82 3242.41 +8.54 0.26 0.490 8.95 8.98 8.93 8.97 +0.11 0.56 34,339,894 307,714,880 0.116 3191 247 | 2017-03-08 3240.53 3245.30 3230.61 3240.66 -1.75 -0.05 0.453 8.96 8.97 8.90 8.92 -0.56 0.78 56,316,198 502,746,150 0.191 3008 248 | 2017-03-09 3233.70 3233.87 3205.28 3216.75 -23.91 -0.74 0.882 8.90 8.91 8.85 8.87 -0.56 0.67 54,516,573 483,861,450 0.184 3428 249 | 2017-03-10 3213.73 3222.32 3208.45 3212.76 -3.99 -0.12 0.431 8.87 8.89 8.82 8.84 -0.34 0.79 40,672,973 360,003,770 0.138 3089 250 | 2017-03-13 3209.45 3237.12 3193.16 3237.02 +24.26 0.76 1.37 8.84 8.87 8.80 8.86 +0.23 0.79 44,713,567 395,086,240 0.151 3439 251 | 2017-03-14 3235.25 3246.33 3231.52 3239.33 +2.31 0.07 0.458 8.85 8.87 8.82 8.84 -0.23 0.56 44,623,389 394,734,770 0.151 3073 252 | 2017-03-15 3235.40 3243.71 3227.74 3241.76 +2.43 0.08 0.493 8.83 8.87 8.81 8.86 +0.23 0.68 46,471,270 410,520,130 0.157 3545 253 | 2017-03-16 3247.16 3269.77 3247.16 3268.94 +27.18 0.84 0.697 8.86 8.90 8.85 8.88 +0.23 0.56 70,457,489 625,518,310 0.238 3676 254 | 2017-03-17 3271.87 3274.19 3232.28 3237.45 -31.49 -0.96 1.28 8.89 8.89 8.78 8.81 -0.79 1.24 93,164,446 822,494,700 0.315 3527 255 | 2017-03-20 3241.11 3251.13 3228.12 3250.81 +13.36 0.41 0.711 8.80 8.82 8.68 8.71 -1.14 1.59 103,859,324 906,805,030 0.351 3756 256 | 2017-03-21 3250.25 3262.22 3246.70 3261.61 +10.80 0.33 0.477 8.70 8.71 8.64 8.67 -0.46 0.80 92,089,283 797,315,370 0.312 3740 257 | 2017-03-22 3246.22 3255.78 3229.13 3245.22 -16.39 -0.50 0.817 8.64 8.64 8.51 8.55 -1.38 1.50 124,313,826 1,064,697,470 0.421 3893 258 | 2017-03-23 3245.81 3262.09 3221.93 3248.55 +3.33 0.10 1.24 8.55 8.60 8.54 8.59 +0.47 0.70 100,749,103 864,095,910 0.341 3515 259 | -------------------------------------------------------------------------------- /data/out_normalize.txt: -------------------------------------------------------------------------------- 1 | 时间 大盘开盘 大盘最高 大盘最低 大盘收盘 大盘涨跌 大盘涨幅 大盘振幅 开盘 最高 最低 收盘 涨幅 振幅 总手 金额 换手 成交次数 2 | 2016-03-07 0.214131365434 0.198167215815 0.199547584424 0.193667788954 0.622968235419 0.613740458015 0.227748691099 0.578512396694 0.532374100719 0.521739130435 0.476923076923 0.254385964912 0.322822822823 0.324745111993 0.316221331513 0.325411334552 0.505400372439 3 | 2016-03-08 0.232539650181 0.179180395387 0.0606115689126 0.202137225789 0.521300329332 0.511450381679 0.67277486911 0.462809917355 0.553956834532 0.191304347826 0.569230769231 0.695906432749 1.0 0.374467573428 0.357658258102 0.375685557587 0.459590316574 4 | 2016-03-09 0.117849716639 0.0976112026359 0.0791121344321 0.120935193124 0.293530224158 0.285496183206 0.306282722513 0.380165289256 0.539568345324 0.347826086957 0.607692307692 0.583333333333 0.663663663664 0.504285736813 0.490915653045 0.505484460695 0.396275605214 5 | 2016-03-10 0.134484445713 0.0979612850082 0.0624697043141 0.0 0.192605970466 0.181679389313 0.376090750436 0.520661157025 0.482014388489 0.44347826087 0.384615384615 0.0511695906433 0.354354354354 0.201765043018 0.194726741132 0.202010968921 0.433519553073 6 | 2016-03-11 0.0 0.0 0.0 0.0116690018612 0.529427387655 0.520610687023 0.256108202443 0.371900826446 0.395683453237 0.313043478261 0.438461538462 0.616959064327 0.415915915916 0.216742335368 0.206538805752 0.217550274223 0.35009310987 7 | 2016-03-14 0.0988298609695 0.152821252059 0.101955081596 0.114536063071 0.761075108892 0.757251908397 0.439354275742 0.528925619835 0.482014388489 0.373913043478 0.369230769231 0.359649122807 0.495495495495 0.238597868475 0.229886865912 0.239488117002 0.478584729981 8 | 2016-03-15 0.147551677743 0.103336079077 0.0954112134432 0.124720299463 0.525656007649 0.516030534351 0.271378708551 0.438016528926 0.431654676259 0.391304347826 0.476923076923 0.730994152047 0.351351351351 0.169940766167 0.162868549196 0.170932358318 0.400372439479 9 | 2016-03-16 0.157194112611 0.135749588138 0.164889319761 0.13739308643 0.531977053012 0.52213740458 0.128272251309 0.462809917355 0.705035971223 0.495652173913 0.684615384615 0.934210526316 0.77027027027 1.0 1.0 1.0 0.509869646182 10 | 2016-03-17 0.19123822726 0.217030477759 0.17094845694 0.209331019051 0.682513545097 0.673282442748 0.40445026178 0.752066115702 0.63309352518 0.434782608696 0.5 0.133040935673 0.6996996997 0.480851194328 0.470175793538 0.481718464351 0.465176908752 11 | 2016-03-18 0.27300525951 0.321128500824 0.275064630797 0.314561157699 0.767077446085 0.754198473282 0.391361256545 0.528925619835 0.453237410072 0.495652173913 0.446153846154 0.393274853801 0.196696696697 0.425190423663 0.41207710534 0.425959780622 0.513966480447 12 | 2016-03-21 0.401312838912 0.438035420099 0.406386330587 0.447667245237 0.837883777754 0.818320610687 0.323734729494 0.504132231405 0.474820143885 0.530434782609 0.5 0.616959064327 0.181681681682 0.214554804073 0.20893452044 0.214808043876 0.483426443203 13 | 2016-03-22 0.448546499776 0.419048599671 0.436015511391 0.407013948431 0.396526080952 0.392366412214 0.142670157068 0.570247933884 0.561151079137 0.55652173913 0.492307692308 0.488304093567 0.327327327327 0.216053187284 0.211818528326 0.216636197441 0.434636871508 14 | 2016-03-23 0.427223060301 0.405580724876 0.420726288577 0.429180869529 0.556092637841 0.543511450382 0.151396160558 0.495867768595 0.438848920863 0.530434782609 0.469230769231 0.456140350877 0.0990990990991 0.100818278708 0.0974096062862 0.101462522852 0.424953445065 15 | 2016-03-24 0.418314510539 0.375906095552 0.379685732752 0.326732052113 0.239562307447 0.241221374046 0.192844677138 0.471074380165 0.395683453237 0.495652173913 0.415384615385 0.393274853801 0.0660660660661 0.124234677835 0.118816119682 0.124314442413 0.394040968343 16 | 2016-03-25 0.355934276512 0.341433278418 0.362659557279 0.365335954328 0.597843408053 0.584732824427 0.13612565445 0.446280991736 0.388489208633 0.504347826087 0.415384615385 0.504385964912 0.0345345345345 0.0584730590329 0.0554314605752 0.0585009140768 0.371694599628 17 | 2016-03-28 0.420781179924 0.396540362438 0.355428986912 0.320144712353 0.38499946882 0.378625954198 0.356457242583 0.454545454545 0.374100719424 0.304347826087 0.292307692308 0.247076023392 0.381381381381 0.180257151588 0.170642431294 0.180987202925 0.460335195531 18 | 2016-03-29 0.356973947079 0.301873970346 0.268015834545 0.240699303624 0.297992138532 0.29465648855 0.341186736475 0.338842975207 0.323741007194 0.35652173913 0.3 0.520467836257 0.171171171171 0.122192691715 0.114796276304 0.122486288848 0.453258845438 19 | 2016-03-30 0.325396501814 0.382001647446 0.34066488932 0.409690708714 0.929034314246 0.912977099237 0.367364746946 0.388429752066 0.410071942446 0.4 0.453846153846 0.831871345029 0.288288288288 0.180515694435 0.172424110346 0.180987202925 0.401117318436 20 | 2016-03-31 0.464325029559 0.427924217463 0.445084020036 0.416549906941 0.517157123128 0.506870229008 0.142670157068 0.512396694215 0.41726618705 0.478260869565 0.430769230769 0.456140350877 0.148648648649 0.0563409026489 0.0534587081369 0.0566727605119 0.404841713222 21 | 2016-04-01 0.439291393159 0.399629324547 0.371021166586 0.428281645371 0.52958674174 0.519083969466 0.308464223386 0.487603305785 0.467625899281 0.408695652174 0.530769230769 0.713450292398 0.396396396396 0.239244696467 0.231749789694 0.239488117002 0.359031657356 22 | 2016-04-05 0.447139886656 0.497775947282 0.445548553886 0.519333319392 0.731063422926 0.711450381679 0.384816753927 0.471074380165 0.482014388489 0.434782608696 0.515384615385 0.472222222222 0.373873873874 0.165252347782 0.15960549743 0.165447897623 0.471880819367 23 | 2016-04-06 0.526236392547 0.50284184514 0.517955243173 0.514147096342 0.486667374907 0.47786259542 0.140488656195 0.479338842975 0.446043165468 0.434782608696 0.384615384615 0.235380116959 0.294294294294 0.270957961041 0.259422424794 0.271480804388 0.457728119181 24 | 2016-04-07 0.564153789701 0.508134266886 0.473642753272 0.425960392313 0.27578880272 0.279389312977 0.315008726003 0.429752066116 0.345323741007 0.408695652174 0.338461538462 0.407894736842 0.117117117117 0.126614835639 0.119546841105 0.127056672761 0.364245810056 25 | 2016-04-08 0.421168508175 0.371828665568 0.37952415576 0.37690039524 0.375172633592 0.370992366412 0.179755671902 0.305785123967 0.31654676259 0.330434782609 0.338461538462 0.504385964912 0.202702702703 0.0780879708362 0.0728799200538 0.0786106032907 0.325512104283 26 | 2016-04-11 0.459310148 0.480580724876 0.473339796413 0.479370124846 0.760065866355 0.740458015267 0.227748691099 0.330578512397 0.345323741007 0.382608695652 0.353846153846 0.536549707602 0.16966966967 0.102576788759 0.0968918945228 0.103290676417 0.360148975791 27 | 2016-04-12 0.509030863946 0.455539538715 0.462049604136 0.457809657249 0.445022840752 0.438167938931 0.175392670157 0.396694214876 0.330935251799 0.417391304348 0.369230769231 0.536549707602 0.0690690690691 0.0507084924046 0.0471251312461 0.0511882998172 0.286033519553 28 | 2016-04-13 0.529538875525 0.579798187809 0.54291888835 0.547711160836 0.728141931372 0.706870229008 0.323734729494 0.421487603306 0.395683453237 0.44347826087 0.430769230769 0.634502923977 0.168168168168 0.29971686574 0.288440474845 0.300731261426 0.38696461825 29 | 2016-04-14 0.608492681535 0.558257825371 0.574486993052 0.580585123068 0.58328906831 0.567938931298 0.131544502618 0.520661157025 0.41726618705 0.504347826087 0.430769230769 0.504385964912 0.100600600601 0.167611104699 0.161279989213 0.168190127971 0.285661080074 30 | 2016-04-15 0.618563216048 0.564950576606 0.594441751495 0.571718354629 0.477212365877 0.468702290076 0.0835514834206 0.487603305785 0.474820143885 0.521739130435 0.507692307692 0.665204678363 0.1996996997 0.309458755759 0.301377501742 0.30987202925 0.462569832402 31 | 2016-04-18 0.56439841807 0.500102965404 0.505776377444 0.478742759154 0.263624774248 0.270229007634 0.171029668412 0.462809917355 0.482014388489 0.513043478261 0.492307692308 0.472222222222 0.22972972973 0.284089410677 0.277634136973 0.285191956124 0.383985102421 32 | 2016-04-19 0.541301422922 0.491948105437 0.509674422362 0.497898324934 0.548443641772 0.535877862595 0.133071553229 0.561983471074 0.474820143885 0.55652173913 0.5 0.520467836257 0.132132132132 0.209404881782 0.204156831511 0.210237659963 0.357541899441 33 | 2016-04-20 0.547926774575 0.494398682043 0.267611892067 0.351011104373 0.126686497397 0.137404580153 1.0 0.537190082645 0.532374100719 0.365217391304 0.592307692308 0.694444444444 0.621621621622 0.440497909066 0.428050391345 0.441499085923 0.400372439479 34 | 2016-04-21 0.352203693888 0.36050247117 0.34518904508 0.309835002823 0.395198130245 0.389312977099 0.267015706806 0.570247933884 0.705035971223 0.6 0.576923076923 0.473684210526 0.564564564565 0.46416838313 0.463508665496 0.465265082267 0.430167597765 35 | 2016-04-22 0.308700615648 0.297775947282 0.311500242365 0.323114243292 0.533517475831 0.523664122137 0.166666666667 0.578512396694 0.676258992806 0.626086956522 0.653846153846 0.662280701754 0.451951951952 0.174250119296 0.174615619996 0.174588665448 0.403351955307 36 | 2016-04-25 0.343233987035 0.285172981878 0.29178784941 0.29682762082 0.433018166366 0.425954198473 0.192844677138 0.636363636364 0.647482014388 0.64347826087 0.684615384615 0.567251461988 0.351351351351 0.16570760526 0.16642290302 0.166361974406 0.36052141527 37 | 2016-04-26 0.332531495902 0.30852553542 0.326021974471 0.334532298877 0.595559332838 0.58320610687 0.153577661431 0.702479338843 0.705035971223 0.75652173913 0.7 0.535087719298 0.27027027027 0.182859658155 0.183801508134 0.183729433272 0.256610800745 38 | 2016-04-27 0.378338157948 0.330333607908 0.357246728066 0.311466153621 0.441198342718 0.43358778626 0.115837696335 0.785123966942 0.654676258993 0.75652173913 0.646153846154 0.396198830409 0.157657657658 0.18222116388 0.183144339671 0.18281535649 0.28417132216 39 | 2016-04-28 0.354996534431 0.296334431631 0.290475036355 0.294569104331 0.456868161054 0.448854961832 0.238656195462 0.727272727273 0.647482014388 0.713043478261 0.630769230769 0.473684210526 0.223723723724 0.0845895393088 0.0850626101568 0.0850091407678 0.270763500931 40 | 2016-04-29 0.313491254536 0.277944810544 0.318730812732 0.279365942408 0.461170721343 0.451908396947 0.0698080279232 0.669421487603 0.63309352518 0.678260869565 0.576923076923 0.394736842105 0.256756756757 0.163887251556 0.163395386344 0.164533820841 0.362756052142 41 | 2016-05-03 0.323704488931 0.366392092257 0.317619970916 0.392960956942 0.788324657389 0.772519083969 0.393542757417 0.628099173554 0.589928057554 0.669565217391 0.638461538462 0.630116959064 0.178678678679 0.0902548490555 0.0900062973012 0.0904936014625 0.292737430168 42 | 2016-05-04 0.410629102622 0.388817957166 0.415616416222 0.390095986951 0.492510358016 0.482442748092 0.110383944154 0.619834710744 0.58273381295 0.686956521739 0.638461538462 0.504385964912 0.127627627628 0.0207480534155 0.0210291060635 0.0210237659963 0.210800744879 43 | 2016-05-05 0.418762995882 0.377903624382 0.413334141218 0.403835295594 0.534686072453 0.523664122137 0.0800610820244 0.661157024793 0.568345323741 0.721739130435 0.623076923077 0.473684210526 0.0315315315315 0.0207272731573 0.0210321729523 0.0210237659963 0.251024208566 44 | 2016-05-06 0.441961919517 0.387108731466 0.283749394086 0.226939082791 0.0504621268459 0.0595419847328 0.578970331588 0.669421487603 0.553956834532 0.626086956522 0.546153846154 0.347953216374 0.177177177177 0.0795384359452 0.0786311841323 0.0795246800731 0.270391061453 45 | 2016-05-09 0.233538549354 0.165877265239 0.0995314267248 0.0572575754407 0.0687878465951 0.0641221374046 0.476439790576 0.578512396694 0.525179856115 0.521739130435 0.515384615385 0.441520467836 0.309309309309 0.091856917418 0.0897112475502 0.0923217550274 0.346741154562 46 | 2016-05-10 0.0830309454886 0.0610172981878 0.0961585070286 0.0582613605471 0.502337193243 0.493129770992 0.113219895288 0.479338842975 0.510791366906 0.539130434783 0.546153846154 0.567251461988 0.244744744745 0.0575667649703 0.0563089802469 0.0575868372943 0.305772811918 47 | 2016-05-11 0.126269009663 0.0857495881384 0.0932097269349 0.0675672849704 0.523425050462 0.514503816794 0.216841186736 0.603305785124 0.525179856115 0.626086956522 0.561538461538 0.536549707602 0.114114114114 0.0627455295188 0.0616994184852 0.063071297989 0.258100558659 48 | 2016-05-12 0.0621967627513 0.0487438220758 0.0175513006948 0.065099646584 0.493519600552 0.483969465649 0.367364746946 0.595041322314 0.532374100719 0.626086956522 0.553846153846 0.488304093567 0.130630630631 0.174977842085 0.171838007291 0.17550274223 0.380260707635 49 | 2016-05-13 0.0955273779916 0.0710049423394 0.0839392470512 0.046801480583 0.453309253161 0.442748091603 0.197207678883 0.561983471074 0.489208633094 0.582608695652 0.492307692308 0.37865497076 0.114114114114 0.283742608855 0.277846410187 0.284277879342 0.404469273743 50 | 2016-05-16 0.0717168834346 0.073352553542 0.0655194700275 0.0964679311571 0.625942845002 0.618320610687 0.277923211169 0.495867768595 0.460431654676 0.55652173913 0.5 0.520467836257 0.0990990990991 0.0507939477427 0.0489880059317 0.0511882998172 0.209683426443 51 | 2016-05-17 0.141334040038 0.0920716639209 0.121000969462 0.0814529789414 0.461648783597 0.451908396947 0.133289703316 0.537190082645 0.431654676259 0.486956521739 0.407692307692 0.31432748538 0.163663663664 0.124302391217 0.118941583907 0.124314442413 0.356424581006 52 | 2016-05-18 0.0949565784645 0.026050247117 0.0179148489255 0.00581358874088 0.307659619675 0.296183206107 0.280104712042 0.438016528926 0.410071942446 0.44347826087 0.446153846154 0.584795321637 0.1996996997 0.376756273394 0.361002227288 0.377513711152 0.265549348231 53 | 2016-05-19 0.0422187793044 0.0283978583196 0.0585716593957 0.00455885735795 0.496547328163 0.487022900763 0.136561954625 0.454545454545 0.36690647482 0.417391304348 0.346153846154 0.296783625731 0.148648648649 0.124692618529 0.1185872257 0.125228519196 0.311731843575 54 | 2016-05-20 0.0230154523586 0.0212932454695 0.0253069962837 0.0433927936594 0.598480824392 0.590839694656 0.238656195462 0.355371900826 0.31654676259 0.408695652174 0.346153846154 0.504385964912 0.0525525525526 0.434499423542 0.413066823388 0.435100548446 0.207076350093 55 | 2016-05-23 0.0911444530517 0.0668451400329 0.108478752626 0.0813902423723 0.596249867205 0.587786259542 0.0885689354276 0.371900826446 0.309352517986 0.304347826087 0.246153846154 0.293859649123 0.235735735736 0.344342680155 0.324231017095 0.345521023766 0.379143389199 56 | 2016-05-24 0.118400130468 0.0496087314662 0.069962837292 0.0354252493779 0.383034101774 0.372519083969 0.168848167539 0.272727272727 0.201438848921 0.130434782609 0.1 0.191520467836 0.324324324324 0.620165688687 0.570453169892 0.621572212066 0.470391061453 57 | 2016-05-25 0.10892078118 0.0567545304778 0.071093876232 0.0216650285451 0.464835865293 0.454961832061 0.19502617801 0.165289256198 0.194244604317 0.15652173913 0.238461538462 0.80701754386 0.262762762763 0.177181645588 0.16262649083 0.177330895795 0.463314711359 58 | 2016-05-26 0.0651119174787 0.0236408566722 0.0165818387462 0.0370354879859 0.538882396685 0.529770992366 0.280104712042 0.223140495868 0.215827338129 0.260869565217 0.269230769231 0.570175438596 0.105105105105 0.135018032401 0.124846077863 0.135283363803 0.44469273743 59 | 2016-05-27 0.0741427814246 0.0353995057661 0.0752342866376 0.0341286936155 0.492351003931 0.482442748092 0.0979493891798 0.247933884298 0.244604316547 0.278260869565 0.276923076923 0.520467836257 0.138138138138 0.171448273548 0.159508355285 0.171846435101 0.300186219739 60 | 2016-05-30 0.0673747298895 0.0316309719934 0.0446558410082 0.0370564001757 0.507224051843 0.497709923664 0.201570680628 0.297520661157 0.258992805755 0.278260869565 0.307692307692 0.570175438596 0.171171171171 0.335773475993 0.316267318478 0.336380255941 0.332960893855 61 | 2016-05-31 0.0835609736209 0.2090815486 0.101066408143 0.233986490725 1.0 1.0 0.650959860384 0.338842975207 0.395683453237 0.391304347826 0.415384615385 0.732456140351 0.27027027027 0.384694115881 0.369288355083 0.385740402194 0.465549348231 62 | 2016-06-01 0.276328128185 0.233669686985 0.276619809339 0.227482799724 0.483267821098 0.473282442748 0.0665357766143 0.471074380165 0.374100719424 0.4 0.330769230769 0.327485380117 0.1996996997 0.279505409229 0.265623978181 0.280621572212 0.45251396648 63 | 2016-06-02 0.26423940963 0.226647446458 0.270580869284 0.25199188607 0.562041857006 0.551145038168 0.0634816753927 0.355371900826 0.294964028777 0.35652173913 0.323076923077 0.488304093567 0.102102102102 0.103246172439 0.096209847275 0.103290676417 0.411545623836 64 | 2016-06-03 0.302095649692 0.267524711697 0.288091775731 0.280118781238 0.571231275895 0.560305343511 0.147033158813 0.396694214876 0.309352517986 0.347826086957 0.338461538462 0.536549707602 0.153153153153 0.142774042997 0.133752227782 0.143510054845 0.401489757914 65 | 2016-06-06 0.324927630774 0.268389621087 0.302411536597 0.270540998348 0.475406352916 0.465648854962 0.0957678883072 0.355371900826 0.294964028777 0.365217391304 0.353846153846 0.536549707602 0.0855855855856 0.111094502343 0.104016771253 0.111517367459 0.418621973929 66 | 2016-06-07 0.315325967301 0.252944810544 0.304875585717 0.274597963153 0.510145543397 0.500763358779 0.0311954624782 0.396694214876 0.31654676259 0.408695652174 0.346153846154 0.488304093567 0.0525525525526 0.0994247601519 0.09352449326 0.099634369287 0.341154562384 67 | 2016-06-08 0.307375545317 0.252018121911 0.274317337211 0.256027938685 0.452565600765 0.44427480916 0.140488656195 0.371900826446 0.31654676259 0.408695652174 0.346153846154 0.504385964912 0.0525525525526 0.243451025213 0.230933915467 0.244058500914 0.396648044693 68 | 2016-06-13 0.235801361765 0.196766886326 0.121101955082 0.0592651456534 0.0 0.0 0.506980802792 0.322314049587 0.302158273381 0.365217391304 0.307692307692 0.422514619883 0.102102102102 0.212606486588 0.200701822625 0.212979890311 0.397020484171 69 | 2016-06-14 0.0869042279936 0.0573517298188 0.0999959605752 0.0783370626738 0.548231169659 0.53893129771 0.0848603839442 0.330578512397 0.374100719424 0.347826086957 0.369230769231 0.634502923977 0.304804804805 0.207225091365 0.197192388738 0.207495429616 0.367970204842 70 | 2016-06-15 0.0674562726791 0.161964579901 0.0792333171756 0.172483740772 0.738924891108 0.731297709924 0.552792321117 0.314049586777 0.330935251799 0.35652173913 0.384615384615 0.536549707602 0.184684684685 0.193257673247 0.183161320481 0.193784277879 0.384357541899 71 | 2016-06-16 0.197333550781 0.148537891269 0.187510098562 0.142391099772 0.423350685223 0.413740458015 0.0890052356021 0.355371900826 0.36690647482 0.4 0.361538461538 0.456140350877 0.184684684685 0.122159943511 0.116076599241 0.122486288848 0.293109869646 72 | 2016-06-17 0.186345659885 0.174402800659 0.20122394571 0.168092180932 0.565069584617 0.55572519084 0.13372600349 0.380165289256 0.374100719424 0.434782608696 0.407692307692 0.602339181287 0.135135135135 0.125649143385 0.119745056382 0.126142595978 0.425325884544 73 | 2016-06-20 0.216169935173 0.156610378913 0.184743092584 0.175829691127 0.519441198343 0.509923664122 0.129144851658 0.462809917355 0.395683453237 0.417391304348 0.384615384615 0.456140350877 0.216216216216 0.0350160936307 0.0321916514406 0.0356489945155 0.190316573557 74 | 2016-06-21 0.238064174175 0.213529654036 0.195164808531 0.154394696669 0.445341548922 0.436641221374 0.299738219895 0.404958677686 0.359712230216 0.44347826087 0.407692307692 0.552631578947 0.0840840840841 0.0799578945654 0.0756578240639 0.0804387568556 0.278584729981 75 | 2016-06-22 0.185774860358 0.186099670511 0.195831313621 0.210836696711 0.643153086157 0.63358778626 0.197207678883 0.429752066116 0.352517985612 0.452173913043 0.407692307692 0.504385964912 0.0510510510511 0.0413951326849 0.0386479071532 0.0420475319927 0.118808193669 76 | 2016-06-23 0.246259224528 0.182248764415 0.214311682016 0.182417030887 0.427600127483 0.418320610687 0.111256544503 0.454545454545 0.359712230216 0.452173913043 0.415384615385 0.520467836257 0.0675675675676 0.0721161723514 0.0683680128731 0.0722120658135 0.184729981378 77 | 2016-06-24 0.208260284584 0.172899505766 0.0707909193731 0.103640812229 0.299691915436 0.291603053435 0.61387434555 0.355371900826 0.309352517986 0.24347826087 0.223076923077 0.102339181287 0.348348348348 0.123992836387 0.114616848585 0.124314442413 0.244320297952 78 | 2016-06-27 0.120194071839 0.164991762768 0.136795120375 0.190238189841 0.719802400935 0.711450381679 0.343368237347 0.239669421488 0.230215827338 0.269565217391 0.246153846154 0.554093567251 0.121621621622 0.138414807986 0.127578989928 0.138939670932 0.327746741155 79 | 2016-06-28 0.210808496759 0.201750411862 0.214634835999 0.225496141701 0.589291405503 0.578625954198 0.181937172775 0.256198347107 0.194244604317 0.269565217391 0.223076923077 0.454678362573 0.036036036036 0.0902795506997 0.0821846051246 0.0904936014625 0.210800744879 80 | 2016-06-29 0.279141354426 0.243801482702 0.28782921312 0.265292038729 0.600924253692 0.589312977099 0.0619546247818 0.256198347107 0.395683453237 0.260869565217 0.453846153846 1.0 0.53003003003 0.487993921765 0.463618706903 0.489031078611 0.361266294227 81 | 2016-06-30 0.305540832552 0.252327018122 0.302472127969 0.261151425166 0.489217040263 0.479389312977 0.0379581151832 0.421487603306 0.359712230216 0.321739130435 0.292307692308 0.168128654971 0.313813813814 0.213166809422 0.201063515835 0.213893967093 0.382867783985 82 | 2016-07-01 0.306193174869 0.266433278418 0.309541121344 0.267153223614 0.515032401997 0.50534351145 0.0630453752182 0.322314049587 0.280575539568 0.339130434783 0.292307692308 0.504385964912 0.103603603604 0.0679509193521 0.0625915787046 0.0685557586837 0.213780260708 83 | 2016-07-04 0.290883516125 0.364271004942 0.302896267571 0.384512432297 0.797939020504 0.781679389313 0.441535776614 0.305785123967 0.345323741007 0.35652173913 0.361538461538 0.652046783626 0.220720720721 0.158289148808 0.15002513605 0.159049360146 0.315456238361 84 | 2016-07-05 0.42840543075 0.400885502471 0.44047907578 0.4217152178 0.594284500159 0.581679389313 0.0634816753927 0.355371900826 0.302158273381 0.35652173913 0.323076923077 0.423976608187 0.118618618619 0.131264120444 0.123255599847 0.131627056673 0.216014897579 85 | 2016-07-06 0.442206547886 0.416062602965 0.428744546777 0.44450950459 0.557686178689 0.545038167939 0.157940663176 0.314049586777 0.258992805755 0.339130434783 0.292307692308 0.438596491228 0.0525525525526 0.108793871483 0.100990344518 0.108775137112 0.293854748603 86 | 2016-07-07 0.464284258164 0.429365733114 0.448557925351 0.443589368243 0.497397216615 0.488549618321 0.133289703316 0.314049586777 0.273381294964 0.330434782609 0.315384615385 0.554093567251 0.103603603604 0.12419178343 0.115836157784 0.124314442413 0.265176908752 87 | 2016-07-08 0.445896359114 0.382907742998 0.426825820003 0.383445910621 0.347073196643 0.345038167939 0.0479930191972 0.330578512397 0.26618705036 0.365217391304 0.292307692308 0.456140350877 0.0195195195195 0.0791262365207 0.0732316368745 0.0795246800731 0.0 88 | 2016-07-11 0.432482570229 0.426956342669 0.441024398126 0.397728936197 0.536014023159 0.525190839695 0.153577661431 0.347107438017 0.309352517986 0.365217391304 0.338461538462 0.602339181287 0.12012012012 0.110346391435 0.103602034288 0.110603290676 0.210800744879 89 | 2016-07-12 0.429975129449 0.482022240527 0.427916464695 0.511616721387 0.789068309784 0.767938931298 0.39572425829 0.380165289256 0.395683453237 0.417391304348 0.446153846154 0.732456140351 0.219219219219 0.209913380566 0.201082188834 0.210237659963 0.325139664804 90 | 2016-07-13 0.546153218902 0.521911037891 0.556733721118 0.535268407955 0.559864017848 0.546564885496 0.0693717277487 0.471074380165 0.669064748201 0.504347826087 0.469230769231 0.552631578947 0.675675675676 0.281678480799 0.277668605922 0.282449725777 0.358659217877 91 | 2016-07-14 0.557304195377 0.497199341021 0.533143480368 0.521319977415 0.464357803038 0.456488549618 0.0665357766143 0.520661157025 0.611510791367 0.573913043478 0.576923076923 0.728070175439 0.411411411411 0.194999219443 0.192404968902 0.195612431444 0.435754189944 92 | 2016-07-15 0.560769763934 0.50879324547 0.54934157376 0.521905518727 0.501274832678 0.491603053435 0.0497382198953 0.628099173554 0.553956834532 0.626086956522 0.538461538462 0.425438596491 0.178678678679 0.0967459069785 0.0955429937277 0.0968921389397 0.310242085661 93 | 2016-07-18 0.542341093489 0.499814662273 0.523287283891 0.499445826973 0.442791883565 0.436641221374 0.110820244328 0.661157024793 0.884892086331 0.730434782609 0.761538461538 0.963450292398 0.731231231231 0.407825538314 0.417606342386 0.408592321755 0.467039106145 94 | 2016-07-19 0.527235291719 0.469501647446 0.488245273873 0.484890942931 0.462764262191 0.454961832061 0.130235602094 0.96694214876 0.920863309353 0.730434782609 0.730769230769 0.44298245614 0.786786786787 0.281924821034 0.287557858967 0.282449725777 0.44469273743 95 | 2016-07-20 0.515982386757 0.468266062603 0.50508967523 0.466697337878 0.453574843302 0.445801526718 0.0665357766143 0.801652892562 0.676258992806 0.669565217391 0.569230769231 0.181286549708 0.363363363363 0.169316901441 0.168714899917 0.170018281536 0.442458100559 96 | 2016-07-21 0.50148815591 0.489538714992 0.514663111973 0.489930780652 0.558801657282 0.546564885496 0.107329842932 0.628099173554 0.568345323741 0.626086956522 0.584615384615 0.536549707602 0.21021021021 0.22480882093 0.221962336407 0.225776965265 0.42644320298 97 | 2016-07-22 0.522933909569 0.460584843493 0.474450638229 0.435161755787 0.360671411877 0.358778625954 0.149214659686 0.611570247934 0.539568345324 0.608695652174 0.515384615385 0.362573099415 0.177177177177 0.18551957443 0.182752154321 0.18647166362 0.334450651769 98 | 2016-07-25 0.461715660293 0.435564250412 0.46602843755 0.441456324892 0.515776054393 0.50534351145 0.0927137870855 0.545454545455 0.489208633094 0.530434782609 0.492307692308 0.456140350877 0.213213213213 0.235647911669 0.228461175068 0.236745886654 0.403351955307 99 | 2016-07-26 0.473845150243 0.483957990115 0.4872556148 0.513268784374 0.682194836928 0.664122137405 0.18630017452 0.512396694215 0.467625899281 0.547826086957 0.523076923077 0.568713450292 0.132132132132 0.31814190243 0.31005095107 0.319012797075 0.448417132216 100 | 2016-07-27 0.547906388878 0.497961285008 0.336645661658 0.3916225768 0.190799957506 0.198473282443 0.766579406632 0.553719008264 0.467625899281 0.478260869565 0.530769230769 0.520467836257 0.261261261261 0.390331154596 0.379030220722 0.391224862888 0.440968342644 101 | 2016-07-28 0.405471521181 0.38663509061 0.395116335434 0.396474204814 0.512110910443 0.502290076336 0.17757417103 0.528925619835 0.446043165468 0.521739130435 0.446153846154 0.330409356725 0.130630630631 0.166531865163 0.161330640337 0.167276051188 0.353445065177 102 | 2016-07-29 0.430015900844 0.37983937397 0.404689772176 0.36514774462 0.420216721555 0.413740458015 0.11780104712 0.512396694215 0.431654676259 0.547826086957 0.469230769231 0.552631578947 0.0510510510511 0.287664013398 0.278644256214 0.288848263254 0.354189944134 103 | 2016-08-01 0.388041749908 0.32386738056 0.321962352561 0.310880612309 0.361946244555 0.357251908397 0.219022687609 0.495867768595 0.460431654676 0.547826086957 0.515384615385 0.600877192982 0.115615615616 0.192254545651 0.187120382511 0.192870201097 0.331843575419 104 | 2016-08-02 0.343458229706 0.320572487644 0.35161173049 0.34829251971 0.594815680442 0.58320610687 0.102094240838 0.537190082645 0.453237410072 0.565217391304 0.5 0.472222222222 0.0660660660661 0.155000158847 0.150401037759 0.155393053016 0.301303538175 105 | 2016-08-03 0.370245036083 0.3409184514 0.372111811278 0.363307471925 0.537926272177 0.526717557252 0.0990401396161 0.462809917355 0.438848920863 0.513043478261 0.461538461538 0.425438596491 0.132132132132 0.275043242467 0.265961499595 0.2760511883 0.291247672253 106 | 2016-08-04 0.397133770946 0.344419275124 0.376433995799 0.371609611242 0.520875385106 0.509923664122 0.0953315881326 0.487603305785 0.395683453237 0.495652173913 0.453846153846 0.488304093567 0.0675675675676 0.174779327321 0.167808851961 0.17550274223 0.341154562384 107 | 2016-08-05 0.401965181229 0.362582372323 0.401942963322 0.359626926535 0.469350897695 0.46106870229 0.0671902268761 0.487603305785 0.625899280576 0.530434782609 0.576923076923 0.760233918129 0.527027027027 0.275068898212 0.270389321001 0.2760511883 0.411545623836 108 | 2016-08-08 0.389427977331 0.389435749588 0.376676361286 0.417302745771 0.646287049825 0.632061068702 0.253926701571 0.603305785124 0.489208633094 0.55652173913 0.523076923077 0.394736842105 0.162162162162 0.207883275937 0.202252683115 0.208409506399 0.443575418994 109 | 2016-08-09 0.447894157459 0.433072487644 0.456717563419 0.462054831761 0.613460108361 0.598473282443 0.118019197208 0.561983471074 0.467625899281 0.591304347826 0.530769230769 0.520467836257 0.0495495495495 0.154612867943 0.150636085158 0.155393053016 0.361638733706 110 | 2016-08-10 0.493068862886 0.448084843493 0.493900468573 0.447562684289 0.462923616275 0.454961832061 0.0362129144852 0.561983471074 0.474820143885 0.617391304348 0.530769230769 0.504385964912 0.0165165165165 0.131378939862 0.128433025153 0.131627056673 0.24729981378 111 | 2016-08-11 0.473111265136 0.458072487644 0.461746647277 0.413873146657 0.414214384362 0.409160305344 0.18630017452 0.578512396694 0.654676258993 0.626086956522 0.584615384615 0.615497076023 0.406906906907 0.292797052116 0.292718303463 0.293418647166 0.408566108007 112 | 2016-08-12 0.44577404493 0.484843492586 0.45744465988 0.51431439386 0.754913417614 0.734351145038 0.297556719023 0.636363636364 0.669064748201 0.634782608696 0.723076923077 0.786549707602 0.418918918919 0.29055355307 0.289960980665 0.291590493601 0.401862197393 113 | 2016-08-15 0.560362049986 0.662829489292 0.568185490386 0.670172943809 0.8956761925 0.862595419847 0.517888307155 0.776859504132 0.870503597122 0.8 0.892307692308 0.843567251462 0.552552552553 0.457306791281 0.471327529719 0.457952468007 0.492737430168 114 | 2016-08-16 0.711318139194 0.668925041186 0.665535627727 0.6384700642 0.419260597047 0.415267175573 0.188481675393 1.0 0.848920863309 0.721739130435 0.661538461538 0.0526315789474 0.632132132132 0.599122975533 0.603367006528 0.600548446069 0.506890130354 115 | 2016-08-17 0.663330207526 0.615012355848 0.641723218614 0.637466279094 0.497237862531 0.487022900763 0.0883507853403 0.719008264463 0.604316546763 0.713043478261 0.661538461538 0.504385964912 0.127627627628 0.191998185812 0.191619969767 0.192870201097 0.359776536313 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0.536549707602 0.0645645645646 0.0902444465756 0.0890995194457 0.0904936014625 0.386219739292 120 | 2016-08-24 0.632812818527 0.579777594728 0.620051704637 0.587946213848 0.479443323064 0.471755725191 0.044502617801 0.619834710744 0.517985611511 0.652173913043 0.553846153846 0.457602339181 0.0495495495495 0.0714408788022 0.0702766584998 0.0722120658135 0.299441340782 121 | 2016-08-25 0.594936192767 0.530951400329 0.543221845209 0.551245320898 0.406565388293 0.403053435115 0.147033158813 0.586776859504 0.525179856115 0.64347826087 0.576923076923 0.551169590643 0.0810810810811 0.114445187748 0.112676954733 0.115173674589 0.382495344507 122 | 2016-08-26 0.587617727402 0.56021416804 0.588423008564 0.555385934461 0.510304897482 0.499236641221 0.0890052356021 0.603305785124 0.517985611511 0.652173913043 0.576923076923 0.504385964912 0.0495495495495 0.0865484043956 0.0852863391978 0.0868372943327 0.180260707635 123 | 2016-08-29 0.584784115465 0.534040362438 0.57812247536 0.554800393149 0.498300223096 0.488549618321 0.0349040139616 0.586776859504 0.496402877698 0.608695652174 0.530769230769 0.409356725146 0.0810810810811 0.11340318594 0.110743688896 0.114259597806 0.254003724395 124 | 2016-08-30 0.590859053288 0.550617792422 0.592624010341 0.564524561367 0.524487411027 0.512977099237 0.0410122164049 0.578512396694 0.546762589928 0.64347826087 0.615384615385 0.678362573099 0.130630630631 0.112824080593 0.111472318812 0.113345521024 0.308379888268 125 | 2016-08-31 0.593876136503 0.560317133443 0.587433349491 0.587130638449 0.557208116435 0.543511450382 0.0924956369983 0.619834710744 0.532374100719 0.660869565217 0.584615384615 0.441520467836 0.0645645645646 0.108176947919 0.106697412013 0.108775137112 0.300186219739 126 | 2016-09-01 0.616381946426 0.562376441516 0.586383099047 0.54074740166 0.381918623181 0.380152671756 0.102748691099 0.611570247934 0.525179856115 0.652173913043 0.561538461538 0.457602339181 0.0645645645646 0.105262808496 0.103834404296 0.106032906764 0.193668528864 127 | 2016-09-02 0.56244139112 0.529077429984 0.561358862498 0.549195926305 0.521300329332 0.509923664122 0.0770069808028 0.578512396694 0.532374100719 0.64347826087 0.584615384615 0.551169590643 0.0975975975976 0.121325083515 0.119868478196 0.121572212066 0.221973929236 128 | 2016-09-05 0.589370897378 0.555766062603 0.591331394409 0.55912921642 0.524965473282 0.512977099237 0.0634816753927 0.619834710744 0.561151079137 0.660869565217 0.615384615385 0.567251461988 0.129129129129 0.0918382522381 0.091203977898 0.0923217550274 0.208938547486 129 | 2016-09-06 0.590084396787 0.576400329489 0.566812085959 0.598046801481 0.598693296505 0.58320610687 0.221204188482 0.636363636364 0.553956834532 0.686956521739 0.592307692308 0.457602339181 0.0645645645646 0.110686208866 0.109530274538 0.111517367459 0.251769087523 130 | 2016-09-07 0.631406205406 0.597343492586 0.636875908871 0.600598088626 0.506267927335 0.496183206107 0.0458115183246 0.636363636364 0.525179856115 0.686956521739 0.6 0.520467836257 0.0 0.102126110348 0.100936351566 0.102376599634 0.28417132216 131 | 2016-09-08 0.628592979166 0.579015650741 0.628837453547 0.609004788891 0.521194093275 0.509923664122 0.0111256544503 0.636363636364 0.525179856115 0.686956521739 0.592307692308 0.488304093567 0.0 0.0261078347005 0.025956957981 0.026508226691 0.143761638734 132 | 2016-09-09 0.639764341338 0.589332784185 0.617365487155 0.573265856668 0.408955699564 0.406106870229 0.0861692844677 0.636363636364 0.525179856115 0.678260869565 0.576923076923 0.473684210526 0.0165165165165 0.0511889702614 0.0506879263785 0.0511882998172 0.11582867784 133 | 2016-09-12 0.521690382028 0.464044481054 0.45924220391 0.454317321567 0.197652183151 0.207633587786 0.210296684119 0.545454545455 0.517985611511 0.6 0.576923076923 0.504385964912 0.145645645646 0.262435013795 0.258280727191 0.263254113346 0.333705772812 134 | 2016-09-13 0.496269417377 0.4409184514 0.477035870092 0.457516886593 0.507914586211 0.497709923664 0.0715532286213 0.603305785124 0.525179856115 0.669565217391 0.584615384615 0.520467836257 0.033033033033 0.040873322802 0.0404751607609 0.0411334552102 0.270763500931 135 | 2016-09-14 0.463366901782 0.416680395387 0.450133301018 0.414312302641 0.390045681504 0.386259541985 0.0826788830716 0.603305785124 0.525179856115 0.669565217391 0.584615384615 0.504385964912 0.033033033033 0.060256131781 0.0595880505322 0.0603290676417 0.256238361266 136 | 2016-09-19 0.456068822114 0.434596375618 0.470128453708 0.462828582781 0.623021353447 0.607633587786 0.0750436300175 0.644628099174 0.532374100719 0.686956521739 0.6 0.535087719298 0.0165165165165 0.0421615135471 0.0418048223117 0.0420475319927 0.298324022346 137 | 2016-09-20 0.500611570922 0.437005766063 0.491456616578 0.456450364918 0.483586529268 0.474809160305 0.00610820244328 0.652892561983 0.532374100719 0.686956521739 0.592307692308 0.488304093567 0.0165165165165 0.036947586208 0.0366596860744 0.0374771480804 0.191061452514 138 | 2016-09-21 0.489215966078 0.446540362438 0.49480933915 0.462452163366 0.515032401997 0.50534351145 0.027705061082 0.644628099174 0.532374100719 0.686956521739 0.6 0.520467836257 0.0165165165165 0.0331009041385 0.0328966136168 0.0338208409506 0.144878957169 139 | 2016-09-22 0.523545480491 0.491824546952 0.530214897399 0.496831803258 0.587113566344 0.572519083969 0.0597731239092 0.661157024793 0.575539568345 0.704347826087 0.630769230769 0.567251461988 0.0810810810811 0.023810600316 0.0241086223773 0.0237659963437 0.246927374302 140 | 2016-09-23 0.536531169731 0.476112026359 0.525630150267 0.479244651707 0.455062148093 0.447328244275 0.0205061082024 0.685950413223 0.568345323741 0.721739130435 0.638461538462 0.520467836257 0.0315315315315 0.0211246454199 0.0215056095784 0.0210237659963 0.218621973929 141 | 2016-09-26 0.502792840543 0.437870675453 0.419231701406 0.367427173299 0.215765430787 0.221374045802 0.267015706806 0.603305785124 0.539568345324 0.64347826087 0.584615384615 0.394736842105 0.112612612613 0.147543464249 0.145641455585 0.148080438757 0.274860335196 142 | 2016-09-27 0.39342357402 0.376070840198 0.397035062207 0.404525397854 0.594018910018 0.581679389313 0.133071553229 0.619834710744 0.517985611511 0.652173913043 0.584615384615 0.504385964912 0.048048048048 0.0805138452083 0.079467937423 0.081352833638 0.151582867784 143 | 2016-09-28 0.446650629918 0.381157331137 0.427714493456 0.382964930258 0.445022840752 0.438167938931 0.0392670157068 0.628099173554 0.510791366906 0.565217391304 0.5 0.331871345029 0.193693693694 0.103572546001 0.101300934917 0.104204753199 0.134078212291 144 | 2016-09-29 0.42926163004 0.398661449753 0.443044110519 0.405173675736 0.556251991926 0.545038167939 0.0464659685864 0.545454545455 0.467625899281 0.6 0.523076923077 0.552631578947 0.033033033033 0.0248202491457 0.0240347486544 0.0246800731261 0.306517690875 145 | 2016-09-30 0.433501855098 0.398661449753 0.445366779771 0.418181057739 0.532826941464 0.52213740458 0.0375218150087 0.561983471074 0.496402877698 0.626086956522 0.546153846154 0.552631578947 0.0495495495495 0.0242416409196 0.0237286162084 0.0246800731261 0.198510242086 146 | 2016-10-10 0.48693276797 0.479056836903 0.488911778963 0.509023609862 0.730532242643 0.711450381679 0.164485165794 0.586776859504 0.546762589928 0.652173913043 0.6 0.615497076023 0.114114114114 0.0401762887182 0.0398422099174 0.0402193784278 0.258845437616 147 | 2016-10-11 0.550454601052 0.515836079077 0.556370172887 0.544804366465 0.590672474238 0.575572519084 0.049520069808 0.636363636364 0.532374100719 0.669565217391 0.584615384615 0.473684210526 0.048048048048 0.0545902662473 0.0539584178855 0.054844606947 0.255865921788 148 | 2016-10-12 0.562074448567 0.504324546952 0.558127322669 0.530688638407 0.463932858812 0.456488549618 0.00283595113438 0.611570247934 0.510791366906 0.652173913043 0.553846153846 0.441520467836 0.033033033033 0.0375582849576 0.036914198561 0.0374771480804 0.172811918063 149 | 2016-10-13 0.563399518898 0.513570840198 0.565701244143 0.536648612476 0.514926165941 0.503816793893 0.00828970331588 0.586776859504 0.482014388489 0.547826086957 0.492307692308 0.37865497076 0.162162162162 0.16325268793 0.1585286169 0.163619744059 0.301675977654 150 | 2016-10-14 0.561401720553 0.513138385502 0.546594764905 0.541793011146 0.512854562839 0.502290076336 0.0741710296684 0.520661157025 0.474820143885 0.573913043478 0.530769230769 0.583333333333 0.0990990990991 0.0566864261603 0.0551513754083 0.0566727605119 0.322905027933 151 | 2016-10-17 0.577098707547 0.521416803954 0.52754887704 0.494447813631 0.379528311909 0.377099236641 0.168848167539 0.561983471074 0.496402877698 0.591304347826 0.530769230769 0.504385964912 0.114114114114 0.0453736196401 0.0441630535314 0.0457038391225 0.16312849162 152 | 2016-10-18 0.521466139357 0.553088962109 0.534920827274 0.583763775905 0.72665462658 0.703816793893 0.256108202443 0.561983471074 0.489208633094 0.626086956522 0.553846153846 0.551169590643 0.033033033033 0.0289766219039 0.028350021463 0.0292504570384 0.140409683426 153 | 2016-10-19 0.62003098626 0.577862438221 0.614436904185 0.585520399841 0.504249442261 0.49465648855 0.0578097731239 0.595041322314 0.503597122302 0.660869565217 0.561538461538 0.520467836257 0.0 0.0 0.0 0.0 0.174301675978 154 | 2016-10-20 0.618318587679 0.564394563427 0.61348763936 0.584976682908 0.498406459152 0.488549618321 0.0148342059337 0.611570247934 0.510791366906 0.669565217391 0.569230769231 0.520467836257 0.0 0.00466333695296 0.00467807232435 0.00457038391225 0.0957169459963 155 | 2016-10-21 0.611142822196 0.589456342669 0.599289061238 0.598527781844 0.534208010199 0.52213740458 0.151396160558 0.603305785124 0.510791366906 0.652173913043 0.569230769231 0.504385964912 0.033033033033 0.0146254637437 0.0143953995805 0.0146252285192 0.171322160149 156 | 2016-10-24 0.632873975619 0.661902800659 0.642753271934 0.676551161672 0.697970891321 0.674809160305 0.247382198953 0.603305785124 0.575539568345 0.660869565217 0.630769230769 0.630116959064 0.162162162162 0.0905991992388 0.0901801051184 0.091407678245 0.257355679702 157 | 2016-10-25 0.70609940066 0.652574135091 0.703869768945 0.684267759677 0.519388080314 0.508396946565 0.0 0.669421487603 0.568345323741 0.713043478261 0.623076923077 0.488304093567 0.048048048048 0.0224277312564 0.0227292098036 0.0228519195612 0.254003724395 158 | 2016-10-26 0.709911526073 0.647096375618 0.682339634836 0.651582007152 0.416764049718 0.413740458015 0.0556282722513 0.644628099174 0.539568345324 0.652173913043 0.561538461538 0.380116959064 0.0960960960961 0.0340504446047 0.0335755907027 0.0347349177331 0.23426443203 159 | 2016-10-27 0.674766583765 0.616042009885 0.662142510906 0.643300780025 0.478752788696 0.470229007634 0.0207242582897 0.586776859504 0.510791366906 0.634782608696 0.553846153846 0.488304093567 0.0645645645646 0.0234417862418 0.022951868543 0.0237659963437 0.112104283054 160 | 2016-10-28 0.672931870999 0.644625205931 0.66385926644 0.626403730735 0.456868161054 0.450381679389 0.112129144852 0.578512396694 0.525179856115 0.64347826087 0.584615384615 0.567251461988 0.0810810810811 0.0761156032132 0.0748423229701 0.0767824497258 0.263687150838 161 | 2016-10-31 0.64335222408 0.590383031301 0.623121667475 0.618498923022 0.479708913205 0.471755725191 0.0693717277487 0.619834710744 0.503597122302 0.547826086957 0.5 0.331871345029 0.21021021021 0.0988551124473 0.0957670042549 0.099634369287 0.367970204842 162 | 2016-11-01 0.652464630815 0.632207578254 0.65537647439 0.664401179447 0.616381599915 0.598473282443 0.100130890052 0.537190082645 0.453237410072 0.565217391304 0.507692307692 0.520467836257 0.0660660660661 0.0196172152317 0.0187427879837 0.0201096892139 0.128119180633 163 | 2016-11-02 0.681147307049 0.624732289951 0.660991274842 0.623183253518 0.395091894189 0.393893129771 0.0541012216405 0.520661157025 0.438848920863 0.539130434783 0.469230769231 0.425438596491 0.0825825825826 0.0950443990595 0.0914881380665 0.0950639853748 0.364618249534 164 | 2016-11-03 0.642496024789 0.669934102142 0.649438519955 0.677994102763 0.639009879953 0.618320610687 0.249563699825 0.504132231405 0.453237410072 0.539130434783 0.492307692308 0.552631578947 0.115615615616 0.105069975111 0.101776351765 0.105118829982 0.259590316574 165 | 2016-11-04 0.702796917683 0.670757825371 0.700820003232 0.670423890086 0.480558801657 0.471755725191 0.0719895287958 0.520661157025 0.438848920863 0.547826086957 0.469230769231 0.456140350877 0.0660660660661 0.057594847652 0.0553965104816 0.0575868372943 0.272625698324 166 | 2016-11-07 0.699820605863 0.666371499176 0.695891904993 0.687174554048 0.542335068522 0.529770992366 0.0743891797557 0.495867768595 0.410071942446 0.539130434783 0.469230769231 0.504385964912 0.018018018018 0.0379580254903 0.0361113741587 0.0383912248629 0.203351955307 167 | 2016-11-08 0.732539650181 0.702780065898 0.731943771207 0.717622702273 0.577127377032 0.560305343511 0.0728621291449 0.504132231405 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0.86064337261 0.831775123558 0.852985134917 0.836445764236 0.29193668331 0.30534351145 0.0859511343805 0.661157024793 0.618705035971 0.686956521739 0.676923076923 0.504385964912 0.207207207207 0.28747238113 0.28626815207 0.287934186472 0.3947858473 187 | 2016-12-06 0.857075875566 0.823105436573 0.856297463241 0.82586419624 0.472909805588 0.465648854962 0.0479930191972 0.685950413223 0.618705035971 0.747826086957 0.669230769231 0.488304093567 0.0945945945946 0.0984540287627 0.099171725331 0.0987202925046 0.245437616387 188 | 2016-12-07 0.849818567293 0.837767710049 0.842098885119 0.873104832807 0.619781153724 0.598473282443 0.144851657941 0.702479338843 0.58273381295 0.704347826087 0.615384615385 0.396198830409 0.0960960960961 0.104950641468 0.104427374301 0.105118829982 0.350837988827 189 | 2016-12-08 0.905023035838 0.849485172982 0.886492163516 0.858738158473 0.463295442473 0.458015267176 0.0329406631763 0.652892561983 0.812949640288 0.704347826087 0.853846153846 0.989766081871 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0.933884297521 1.0 1.0 1.0 0.776315789474 0.463963963964 0.791742691766 0.832802817228 0.793418647166 0.407076350093 194 | 2016-12-15 0.701594161536 0.665506589786 0.663192761351 0.654446977143 0.378412833316 0.378625954198 0.184118673647 1.0 0.920863309353 0.826086956522 0.738461538462 0.0 0.591591591592 0.292185670983 0.297913969719 0.292504570384 0.445437616387 195 | 2016-12-16 0.672544542749 0.645098846787 0.674179996768 0.665530437692 0.527940082864 0.516030534351 0.0776614310646 0.785123966942 0.669064748201 0.713043478261 0.6 0.228070175439 0.267267267267 0.58203610719 0.583008462426 0.583180987203 0.424953445065 196 | 2016-12-19 0.691278998655 0.637705930807 0.681713523994 0.655283464732 0.47375969404 0.465648854962 0.0263961605585 0.628099173554 0.525179856115 0.591304347826 0.546153846154 0.394736842105 0.177177177177 0.109332339537 0.106871007079 0.109689213894 0.632402234637 197 | 2016-12-20 0.681493863905 0.620675453048 0.6306551947 0.623496936364 0.419048124934 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