├── README.md ├── checkpoints └── RNN │ ├── checkpoint_000.ckpt │ ├── checkpoint_010.ckpt │ ├── checkpoint_020.ckpt │ ├── checkpoint_030.ckpt │ ├── checkpoint_040.ckpt │ ├── checkpoint_050.ckpt │ ├── checkpoint_060.ckpt │ ├── checkpoint_070.ckpt │ ├── checkpoint_080.ckpt │ ├── checkpoint_090.ckpt │ ├── checkpoint_100.ckpt │ ├── checkpoint_110.ckpt │ ├── checkpoint_120.ckpt │ ├── checkpoint_130.ckpt │ ├── checkpoint_140.ckpt │ ├── checkpoint_150.ckpt │ ├── checkpoint_160.ckpt │ ├── checkpoint_170.ckpt │ ├── checkpoint_180.ckpt │ └── checkpoint_190.ckpt ├── dataset.py ├── main.py ├── main_transformer-lstm.py ├── models.py ├── plot.py ├── plot_figure └── model_transformer-lstm.png ├── requirements.txt └── stocks ├── cyb.csv ├── hs300.csv ├── maotai.csv ├── shangzheng.csv ├── shangzheng50.csv └── zxb.csv /README.md: -------------------------------------------------------------------------------- 1 | # stoch-predict-with-Tranformer-LSTM 2 | stock predict with MLP,CNN,RNN,LSTM,Transformer and Transformer-LSTM 3 | Environment 4 | ============ 5 | 1.Python 3.8 6 | 2.PyTorch 7 | 3.TorchVision 8 | Install 9 | ============ 10 | Create a virtual environment and activate it. 11 | ------------- 12 | conda create -n stock_predict python=3.8 13 | conda activate stock_predict 14 | The code has been tested with PyTorch 1.8 and Cudatoolkit 11.1. 15 | ---------------------- 16 | conda install pytorch torchvision torchaudio cudatoolkit=11.1 -c pytorch -c nvidia 17 | pip3 install pandas 18 | pip3 install matplotlib 19 | pip3 install tqdm 20 | pip3 install tensorboardX 21 | pip3 install opencv-python 22 | Train/evaluate 23 | ============= 24 | To train and evaluate our model, you can run 25 | --------------- 26 | python3 main.py 27 | Plot 28 | ====== 29 | To plot the figure of stoch predict,you can run 30 | ------------ 31 | python3 plot.py 32 | ![image](https://github.com/gangweiX/stoch-predict-with-Tranformer-LSTM/blob/main/plot_figure/model_transformer-lstm.png) 33 | 34 | 35 | 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data_pd = pd.read_csv(fp) 11 | self.train_flag = train_flag 12 | self.data_train_ratio = 0.9 13 | self.T = time_step # use 10 data to pred 14 | if train_flag: 15 | self.data_len = int(self.data_train_ratio * len(data_pd)) 16 | data_all = np.array(data_pd['close']) 17 | data_all = (data_all-np.mean(data_all))/np.std(data_all) 18 | self.data = data_all[:self.data_len] 19 | else: 20 | self.data_len = int((1-self.data_train_ratio) * len(data_pd)) 21 | data_all = np.array(data_pd['close']) 22 | data_all = (data_all-np.mean(data_all))/np.std(data_all) 23 | self.data = data_all[-self.data_len:] 24 | print("data len:{}".format(self.data_len)) 25 | def __len__(self): 26 | return self.data_len-self.T 27 | 28 | def __getitem__(self, idx): 29 | return self.data[idx:idx+self.T], self.data[idx+self.T] -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import numpy as np 3 | import matplotlib.pyplot as plt 4 | import torch 5 | import torch.nn as nn 6 | #from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence 7 | import tqdm 8 | import math 9 | from models import MLP, CNN, RNN, LSTM, Transformer 10 | from dataset import StockDataset 11 | from torch.utils.data import DataLoader 12 | from tensorboardX import SummaryWriter 13 | checkpointdir = './checkpoints/' 14 | stock_file = '/home/cjd/jinrong/stocks/shangzheng.csv' 15 | logger = SummaryWriter(checkpointdir) 16 | 17 | def l2_loss(pred, label): 18 | loss = torch.nn.functional.mse_loss(pred, label, size_average=True) 19 | return loss 20 | def train(model, dataloader, optimizer): 21 | model.train() 22 | loader = tqdm.tqdm(dataloader) 23 | loss_epoch = 0 24 | for idx, (data, label) in enumerate(loader): 25 | data, label = data.float(), label.float() 26 | output = model(data) 27 | optimizer.zero_grad() 28 | loss = l2_loss(output, label) 29 | loss.backward() 30 | optimizer.step() 31 | loss_epoch += loss.detach().item() 32 | #print('loss',loss) 33 | 34 | loss_epoch /= len(loader) 35 | return loss_epoch 36 | def eval(model, dataloader): 37 | model.eval() 38 | loader = tqdm.tqdm(dataloader) 39 | loss_epoch = 0 40 | for idx, (data, label) in enumerate(loader): 41 | data, label = data.float(), label.float() 42 | output = model(data) 43 | loss = l2_loss(output, label) 44 | loss_epoch += loss.detach().item() 45 | loss_epoch /= len(loader) 46 | return loss_epoch 47 | def main(): 48 | # dataset 49 | dataset_train = StockDataset(file_path = stock_file,time_step = 10) 50 | dataset_test = StockDataset(file_path = stock_file,time_step = 10, train_flag=False) 51 | ###if MLP,CNN,batch_size = 1 52 | train_loader = DataLoader(dataset_train, batch_size=64, shuffle=True) 53 | test_loader = DataLoader(dataset_test, batch_size=64, shuffle=False) 54 | #################################################################### 55 | # model is one of MLP,CNN,RNN,LSTM,Transformer 56 | #model = MLP() 57 | #model = CNN() 58 | model = RNN(rnn_layer=2, input_size=1, hidden_size=4) 59 | #model = LSTM(lstm_layer=2, input_dim=1, hidden_size=8) 60 | #model = Transformer(feature_size=64, num_layers=4, dropout=0.1) 61 | #################################################################### 62 | optimizer = torch.optim.Adam(model.parameters(), lr=1e-3) 63 | total_epoch = 200 64 | for epoch_idx in range(total_epoch): 65 | train_loss = train(model, train_loader, optimizer) 66 | print("stage: train, epoch:{:5d}, loss:{}".format(epoch_idx, train_loss)) 67 | logger.add_scalar('Train/Loss', train_loss, epoch_idx) 68 | if epoch_idx%10==0: 69 | eval_loss = eval(model, test_loader) 70 | print("stage: test, epoch:{:5d}, loss:{}".format(epoch_idx, eval_loss)) 71 | torch.save(model.state_dict(), "{}/checkpoint_{:0>3}.ckpt".format(checkpointdir, epoch_idx)) 72 | logger.add_scalar('Test/Loss', eval_loss, epoch_idx) 73 | 74 | if __name__ == '__main__': 75 | main() 76 | -------------------------------------------------------------------------------- /main_transformer-lstm.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import numpy as np 3 | import matplotlib.pyplot as plt 4 | import torch 5 | import torch.nn as nn 6 | #from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence 7 | from torch.utils.data import DataLoader, Dataset 8 | import tqdm 9 | from torch.autograd import Variable 10 | import argparse 11 | import math 12 | import torch.nn.functional as F 13 | 14 | torch.random.manual_seed(0) 15 | np.random.seed(0) 16 | 17 | parser = argparse.ArgumentParser("Transformer-LSTM") 18 | parser.add_argument("-data_path", type=str, default="/home/cjd/jinrong/stocks/shangzheng.csv", help="dataset path") 19 | 20 | args = parser.parse_args() 21 | time_step = 10 22 | 23 | class PositionalEncoding(nn.Module): 24 | 25 | def __init__(self, d_model, max_len=500): 26 | super(PositionalEncoding, self).__init__() 27 | pe = torch.zeros(max_len, d_model) 28 | position = torch.arange(0, max_len, dtype=torch.float).unsqueeze(1) 29 | div_term = torch.exp(torch.arange(0, d_model, 2).float() * (-math.log(10000.0) / d_model)) 30 | pe[:, 0::2] = torch.sin(position * div_term) 31 | pe[:, 1::2] = torch.cos(position * div_term) 32 | pe = pe.unsqueeze(0).transpose(0, 1) 33 | self.register_buffer('pe', pe) 34 | def forward(self, x): 35 | return x + self.pe[:x.size(0), :] 36 | class TransAm(nn.Module): 37 | def __init__(self,feature_size=64,num_layers=6,dropout=0.1): 38 | super(TransAm, self).__init__() 39 | self.model_type = 'Transformer' 40 | 41 | self.src_mask = None 42 | self.pos_encoder = PositionalEncoding(feature_size) 43 | self.encoder_layer = nn.TransformerEncoderLayer(d_model=feature_size, nhead=8, dropout=dropout) 44 | self.transformer_encoder = nn.TransformerEncoder(self.encoder_layer, num_layers=num_layers) 45 | self.decoder_layer = nn.TransformerDecoderLayer(d_model=feature_size, nhead=8, dropout=dropout) 46 | self.transformer_decoder = nn.TransformerDecoder(self.decoder_layer, num_layers=num_layers) 47 | 48 | self.decoder = nn.Linear(feature_size,1) 49 | self.init_weights() 50 | 51 | def init_weights(self): 52 | initrange = 0.1 53 | self.decoder.bias.data.zero_() 54 | self.decoder.weight.data.uniform_(-initrange, initrange) 55 | 56 | def forward(self,src): 57 | if self.src_mask is None or self.src_mask.size(0) != len(src): 58 | device = src.device 59 | mask = self._generate_square_subsequent_mask(len(src)).to(device) 60 | self.src_mask = mask 61 | src = self.pos_encoder(src) 62 | output = self.transformer_encoder(src) 63 | return output 64 | def _generate_square_subsequent_mask(self, sz): 65 | mask = (torch.triu(torch.ones(sz, sz)) == 1).transpose(0, 1) 66 | mask = mask.float().masked_fill(mask == 0, float('-inf')).masked_fill(mask == 1, float(0.0)) 67 | return mask 68 | 69 | class AttnDecoder(nn.Module): 70 | 71 | def __init__(self, code_hidden_size, hidden_size, time_step): 72 | super(AttnDecoder, self).__init__() 73 | self.code_hidden_size = code_hidden_size 74 | self.hidden_size = hidden_size 75 | self.T = time_step 76 | 77 | self.attn1 = nn.Linear(in_features=2 * hidden_size, out_features=code_hidden_size) 78 | self.attn2 = nn.Linear(in_features=code_hidden_size, out_features=code_hidden_size) 79 | self.tanh = nn.Tanh() 80 | self.attn3 = nn.Linear(in_features=code_hidden_size, out_features=1) 81 | self.lstm = nn.LSTM(input_size=1, hidden_size=self.hidden_size,num_layers=1) 82 | self.tilde = nn.Linear(in_features=self.code_hidden_size + 1, out_features=1) 83 | self.fc1 = nn.Linear(in_features=code_hidden_size + hidden_size, out_features=hidden_size) 84 | self.fc2 = nn.Linear(in_features=hidden_size, out_features=1) 85 | 86 | def forward(self, h, y_seq): 87 | h_ = h.transpose(0,1) 88 | batch_size = h.size(0) 89 | d = self.init_variable(1, batch_size, self.hidden_size) 90 | s = self.init_variable(1, batch_size, self.hidden_size) 91 | h_0 = self.init_variable(1,batch_size, self.hidden_size) 92 | h_ = torch.cat((h_0,h_),dim=0) 93 | 94 | for t in range(self.T): 95 | x = torch.cat((d,h_[t,:,:].unsqueeze(0)), 2) 96 | h1 = self.attn1(x) 97 | _, states = self.lstm(y_seq[:,t].unsqueeze(0).unsqueeze(2), (h1, s)) 98 | d = states[0] 99 | s = states[1] 100 | y_res = self.fc2(self.fc1(torch.cat((d.squeeze(0), h_[-1,:,:]), dim=1))) 101 | return y_res 102 | 103 | def init_variable(self, *args): 104 | zero_tensor = torch.zeros(args) 105 | return Variable(zero_tensor) 106 | 107 | def embedding_hidden(self, x): 108 | return x.permute(1, 0, 2) 109 | 110 | 111 | class StockDataset(Dataset): 112 | def __init__(self, file_path, T=time_step, train_flag=True): 113 | # read data 114 | with open(file_path, "r", encoding="GB2312") as fp: 115 | data_pd = pd.read_csv(fp) 116 | self.train_flag = train_flag 117 | self.data_train_ratio = 0.9 118 | self.T = T # use 10 data to pred 119 | if train_flag: 120 | self.data_len = int(self.data_train_ratio * len(data_pd)) 121 | data_all = np.array(data_pd['close']) 122 | data_all = (data_all-np.mean(data_all))/np.std(data_all) 123 | self.data = data_all[:self.data_len] 124 | else: 125 | self.data_len = int((1-self.data_train_ratio) * len(data_pd)) 126 | data_all = np.array(data_pd['close']) 127 | data_all = (data_all-np.mean(data_all))/np.std(data_all) 128 | self.data = data_all[-self.data_len:] 129 | print("data len:{}".format(self.data_len)) 130 | 131 | 132 | def __len__(self): 133 | return self.data_len-self.T 134 | 135 | def __getitem__(self, idx): 136 | return self.data[idx:idx+self.T], self.data[idx+self.T] 137 | 138 | 139 | def l2_loss(pred, label): 140 | loss = torch.nn.functional.mse_loss(pred, label, size_average=True) 141 | return loss 142 | 143 | def train_once(encoder,decoder, dataloader, encoder_optim,decoder_optim): 144 | encoder.train() 145 | decoder.train() 146 | loader = tqdm.tqdm(dataloader) 147 | loss_epoch = 0 148 | for idx, (data, label) in enumerate(loader): 149 | data_x = data.unsqueeze(2) 150 | data_tran = data_x.transpose(0,1) 151 | data_x, label ,data_y= data_tran.float(), label.float() ,data.float() 152 | code_hidden = encoder(data_x) 153 | code_hidden = code_hidden.transpose(0,1) 154 | output = decoder(code_hidden, data_y) 155 | encoder_optim.zero_grad() 156 | decoder_optim.zero_grad() 157 | loss = l2_loss(output.squeeze(1), label) 158 | loss.backward() 159 | encoder_optim.step() 160 | decoder_optim.step() 161 | loss_epoch += loss.detach().item() 162 | loss_epoch /= len(loader) 163 | return loss_epoch 164 | 165 | 166 | def eval_once(encoder,decoder ,dataloader): 167 | encoder.eval() 168 | decoder.eval() 169 | loader = tqdm.tqdm(dataloader) 170 | loss_epoch = 0 171 | preds = [] 172 | labels = [] 173 | for idx, (data, label) in enumerate(loader): 174 | # data: batch, time x 1 175 | data_x = data.unsqueeze(2) 176 | data_x, label ,data_y= data_x.float(), label.float(),data.float() 177 | code_hidden = encoder(data_x) 178 | output = decoder(code_hidden, data_y).squeeze(1) 179 | loss = l2_loss(output, label) 180 | #print('##loss',loss) 181 | loss_epoch += loss.detach().item() 182 | preds+=(output.detach().tolist()) 183 | labels+=(label.detach().tolist()) 184 | preds = torch.Tensor(preds) 185 | labels = torch.Tensor(labels) 186 | pred1 = preds[:-1] 187 | pred2 = preds[1:] 188 | pred_ = preds[1:]>preds[:-1] 189 | label1 = labels[:-1] 190 | label2 = labels[1:] 191 | label_ = labels[1:]>labels[:-1] 192 | accuracy = (label_ == pred_).sum()/len(pred1) 193 | loss_epoch /= len(loader) 194 | return loss_epoch,accuracy 195 | 196 | def eval_plot(encoder,decoder ,dataloader): 197 | dataloader.shuffle = False 198 | preds = [] 199 | labels = [] 200 | encoder.eval() 201 | decoder.eval() 202 | loader = tqdm.tqdm(dataloader) 203 | for idx, (data, label) in enumerate(loader): 204 | data_x = data.unsqueeze(2) 205 | data_x, label ,data_y= data_x.float(), label.float(),data.float() 206 | code_hidden = encoder(data_x) 207 | output = decoder(code_hidden, data_y) 208 | preds+=(output.detach().tolist()) 209 | labels+=(label.detach().tolist()) 210 | fig, ax = plt.subplots() 211 | data_x = list(range(len(preds))) 212 | ax.plot(data_x, preds, label='predict', color='red') 213 | ax.plot(data_x, labels,label='ground truth', color='blue') 214 | plt.savefig('results/shangzheng-tran-lstm.png' ) 215 | plt.legend() 216 | plt.show() 217 | def main(): 218 | dataset_train = StockDataset(file_path=args.data_path) 219 | dataset_val = StockDataset(file_path=args.data_path, train_flag=False) 220 | #print('###1',len(dataset_train)) 221 | 222 | train_loader = DataLoader(dataset_train, batch_size=32, shuffle=True) 223 | val_loader = DataLoader(dataset_val, batch_size=32, shuffle=False) 224 | encoder = TransAm() 225 | decoder = AttnDecoder(code_hidden_size=64, hidden_size=64, time_step=time_step) 226 | encoder_optim = torch.optim.Adam(encoder.parameters(), lr=0.001) 227 | decoder_optim = torch.optim.Adam(decoder.parameters(), lr=0.001) 228 | 229 | total_epoch = 201 230 | #eval_plot(model, val_loader) 231 | for epoch_idx in range(total_epoch): 232 | train_loss = train_once(encoder,decoder, train_loader, encoder_optim,decoder_optim) 233 | print("stage: train, epoch:{:5d}, loss:{}".format(epoch_idx, train_loss)) 234 | if epoch_idx%5==0: 235 | eval_loss,accuracy = eval_once(encoder,decoder, val_loader) 236 | print("####stage: test, epoch:{:5d}, loss:{},accuracy:{}".format(epoch_idx, eval_loss,accuracy)) 237 | eval_plot(encoder,decoder, val_loader) 238 | 239 | if __name__ == "__main__": 240 | main() 241 | 242 | 243 | -------------------------------------------------------------------------------- /models.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | import torch.nn.functional as F 3 | import torch.nn as nn 4 | import torch 5 | import math 6 | class MLP(nn.Module): 7 | def __init__(self, input_size=10, layer1_size=64, layer2_size=16, output_size=1): 8 | 9 | super(MLP, self).__init__() 10 | 11 | self.input_size = input_size 12 | self.layer1_size = layer1_size 13 | self.layer2_size = layer2_size 14 | self.output_size = output_size 15 | 16 | self.layer1 = nn.Linear(input_size, layer1_size) 17 | self.layer2 = nn.Linear(layer1_size, layer2_size) 18 | self.output = nn.Linear(layer2_size, output_size) 19 | 20 | def forward(self, x): 21 | 22 | x = F.dropout(self.layer1(x), p=0.1) 23 | x = F.tanh(x) 24 | x = self.layer2(x) 25 | x = F.tanh(x) 26 | x = self.output(x).squeeze(1) 27 | return x 28 | 29 | 30 | class CNN(nn.Module): 31 | def __init__(self,dropout=0.1): 32 | super(CNN, self).__init__() 33 | self.emb_layer = nn.Linear(1, 3) 34 | self.layer1 = nn.Sequential( 35 | nn.Conv1d(1, 4, kernel_size=3, padding=1), 36 | nn.BatchNorm1d(4), 37 | nn.ReLU()) 38 | #nn.MaxPool2d(2)) 39 | self.layer2 = nn.Sequential( 40 | nn.Conv1d(4, 8, kernel_size=3, padding=1), 41 | nn.BatchNorm1d(8), 42 | nn.ReLU()) 43 | self.layer3 = nn.Sequential( 44 | nn.Conv1d(8, 8, kernel_size=3, padding=1), 45 | nn.BatchNorm1d(8), 46 | nn.ReLU()) 47 | #nn.Dropout(p=dropout), 48 | #nn.MaxPool1d(2)) 49 | self.layer4 = nn.Sequential( 50 | nn.Conv1d(16, 32, kernel_size=3, padding=1), 51 | nn.BatchNorm1d(32), 52 | nn.ReLU(), 53 | nn.Dropout(p=dropout), 54 | nn.MaxPool1d(2)) 55 | self.conv_last = nn.Conv1d(8, 1, kernel_size=1, padding=0) 56 | self.fc = nn.Linear(10, 1) 57 | #self.gamma = torch.nn.Parameter(torch.zeros(1)) 58 | 59 | def forward(self, x): 60 | #print(x) 61 | x_ = x.unsqueeze(2) 62 | x_emb = x_.transpose(1,2) 63 | out1 = self.layer1(x_emb) 64 | out2 = self.layer2(out1) 65 | out3 = self.layer3(out2) 66 | out = self.conv_last(out3) + x_emb 67 | out_last = self.fc(out.squeeze()) 68 | 69 | return out_last 70 | 71 | class RNN(nn.Module): 72 | def __init__(self, rnn_layer=2, input_size=1, hidden_size=4): 73 | super(RNN, self).__init__() 74 | self.rnn_layer = rnn_layer 75 | self.input_size = input_size 76 | self.hidden_size = hidden_size 77 | self.rnn = nn.RNN( 78 | input_size = self.input_size, #每个字母的向量长度 79 | hidden_size=self.hidden_size, # RNN隐藏神经元个数 80 | num_layers=self.rnn_layer, # RNN隐藏层个数 81 | batch_first=True 82 | ) 83 | self.fc = nn.Linear(self.hidden_size, 1) 84 | def init_hidden(self, x): 85 | batch_size = x.shape[0] 86 | init_h = torch.zeros(self.rnn_layer, batch_size, self.hidden_size, device=x.device).requires_grad_() 87 | return init_h 88 | def forward(self, x, h=None): 89 | x = x.unsqueeze(2) 90 | h = h if h else self.init_hidden(x) 91 | out, h = self.rnn(x, h) 92 | out = self.fc(out[:,-1,:]).squeeze(1) 93 | return out 94 | 95 | class LSTM(nn.Module): 96 | def __init__(self, lstm_layer=2, input_dim=1, hidden_size=8): 97 | super(LSTM, self).__init__() 98 | self.hidden_size=hidden_size 99 | self.lstm_layer = lstm_layer 100 | self.emb_layer = nn.Linear(input_dim, hidden_size) 101 | self.out_layer = nn.Linear(hidden_size, input_dim) 102 | self.lstm = nn.LSTM(input_size=rnn_unit, hidden_size=hidden_size, num_layers=self.lstm_layer, batch_first=True) 103 | 104 | def init_hidden(self, x): 105 | batch_size = x.shape[0] 106 | init_h = (torch.zeros(self.lstm_layer, batch_size, self.hidden_size, device=x.device), 107 | torch.zeros(self.lstm_layer, batch_size, self.hidden_size, device=x.device)) 108 | return init_h 109 | 110 | def forward(self, x, h=None): 111 | # batch x time x dim 112 | x = x.unsqueeze(2) 113 | h = h if h else self.init_hidden(x) 114 | x = self.emb_layer(x) 115 | output, hidden = self.lstm(x, h) 116 | out = self.out_layer(output[:,-1,:]).squeeze(1) 117 | return out 118 | 119 | class PositionalEncoding(nn.Module): 120 | 121 | def __init__(self, d_model, max_len=50): 122 | super(PositionalEncoding, self).__init__() 123 | pe = torch.zeros(max_len, d_model) 124 | position = torch.arange(0, max_len, dtype=torch.float).unsqueeze(1) 125 | #print('##posi',position.shape) 126 | div_term = torch.exp(torch.arange(0, d_model, 2).float() * (-math.log(10000.0) / d_model)) 127 | #print('##div_term',div_term.shape) 128 | #print((position * div_term).shape) 129 | pe[:, 0::2] = torch.sin(position * div_term) 130 | 131 | pe[:, 1::2] = torch.cos(position * div_term) 132 | 133 | pe = pe.unsqueeze(0).transpose(0, 1) 134 | self.register_buffer('pe', pe) 135 | 136 | def forward(self, x): 137 | return x + self.pe[:x.size(0), :] 138 | 139 | class Transformer(nn.Module): 140 | def __init__(self,feature_size=64,num_layers=4,dropout=0.1): 141 | super(Transformer, self).__init__() 142 | 143 | self.src_mask = None 144 | self.pos_encoder = PositionalEncoding(feature_size) 145 | self.encoder_layer = nn.TransformerEncoderLayer(d_model=feature_size, nhead=8, dropout=dropout) 146 | self.transformer_encoder = nn.TransformerEncoder(self.encoder_layer, num_layers=num_layers) 147 | self.decoder_layer = nn.TransformerDecoderLayer(d_model=feature_size, nhead=8, dropout=dropout) 148 | self.transformer_decoder = nn.TransformerDecoder(self.decoder_layer, num_layers=num_layers) 149 | 150 | self.decoder = nn.Linear(feature_size,1) 151 | self.init_weights() 152 | 153 | def init_weights(self): 154 | initrange = 0.1 155 | self.decoder.bias.data.zero_() 156 | self.decoder.weight.data.uniform_(-initrange, initrange) 157 | 158 | def forward(self,src): 159 | src = src.unsqueeze(2) 160 | if self.src_mask is None or self.src_mask.size(0) != len(src): 161 | device = src.device 162 | mask = self._generate_square_subsequent_mask(len(src)).to(device) 163 | self.src_mask = mask 164 | 165 | src = self.pos_encoder(src) 166 | 167 | #print('##src',src.shape,self.src_mask.shape) 168 | output_1 = self.transformer_encoder(src) #, self.src_mask) 169 | 170 | output = self.decoder(output_1[-1]).squeeze(1) 171 | return output 172 | def _generate_square_subsequent_mask(self, sz): 173 | mask = (torch.triu(torch.ones(sz, sz)) == 1).transpose(0, 1) 174 | mask = mask.float().masked_fill(mask == 0, float('-inf')).masked_fill(mask == 1, float(0.0)) 175 | return mask -------------------------------------------------------------------------------- /plot.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | import numpy as np 3 | import matplotlib.pyplot as plt 4 | import torch 5 | import torch.nn as nn 6 | #from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence 7 | import tqdm 8 | import math 9 | from models import MLP, CNN, RNN, LSTM, Transformer 10 | from dataset import StockDataset 11 | from torch.utils.data import DataLoader 12 | #from tensorboardX import SummaryWriter 13 | #checkpointdir = './checkpoints/' 14 | stock_file = '/home/cjd/jinrong/stocks/shangzheng.csv' 15 | loadckpt = '/home/cjd/jinrong/checkpoints/checkpoint_190.ckpt' 16 | 17 | def plot(): 18 | # dataset 19 | dataset_test = StockDataset(file_path = stock_file, time_step = 10, train_flag=False) 20 | test_loader = DataLoader(dataset_test, batch_size=64, shuffle=False) 21 | loader = tqdm.tqdm(test_loader) 22 | ################################################################## 23 | ######## model is one of MLP,CNN,RNN,LSTM,Transformer 24 | #model = MLP() 25 | #model = CNN() 26 | model = RNN(rnn_layer=2, input_size=1, hidden_size=4) 27 | #model = LSTM(lstm_layer=2, input_dim=1, hidden_size=8) 28 | #model = Transformer(feature_size=64, num_layers=4, dropout=0.1) 29 | ################################################################## 30 | model.load_state_dict(torch.load(loadckpt)) 31 | preds = [] 32 | labels = [] 33 | for idx, (data, label) in enumerate(loader): 34 | data, label = data.float(), label.float() 35 | output = model(data) 36 | preds += (output.detach().tolist()) 37 | labels += (label.detach().tolist()) 38 | fig, ax = plt.subplots() 39 | data_x = list(range(len(preds))) 40 | ax.plot(data_x[-60:], preds[-60:], label='predict', color='red') 41 | ax.plot(data_x[-60:], labels[-60:],label='ground truth', color='blue') 42 | plt.legend() 43 | plt.show() 44 | if __name__ == '__main__': 45 | plot() -------------------------------------------------------------------------------- /plot_figure/model_transformer-lstm.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gangweix/Stoch-predict-with-Tranformer-LSTM/79e87b0544a7d9b15c58835311c41207a467fd9b/plot_figure/model_transformer-lstm.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gangweix/Stoch-predict-with-Tranformer-LSTM/79e87b0544a7d9b15c58835311c41207a467fd9b/requirements.txt -------------------------------------------------------------------------------- /stocks/cyb.csv: -------------------------------------------------------------------------------- 1 | ,date,open,close,high,low,volume,code 2 | 0,2010-06-02,967.609,997.119,997.12,952.61,1074627.0,cyb 3 | 1,2010-06-03,1002.355,998.394,1026.7,997.77,1616805.0,cyb 4 | 2,2010-06-04,989.681,1027.681,1027.68,986.5,1500295.0,cyb 5 | 3,2010-06-07,1005.028,1069.468,1075.22,1001.7,2655275.0,cyb 6 | 4,2010-06-08,1067.324,1067.154,1075.5,1050.96,1976720.0,cyb 7 | 5,2010-06-09,1070.852,1077.823,1102.1,1069.43,2541568.0,cyb 8 | 6,2010-06-10,1077.675,1117.478,1119.11,1076.28,2197404.0,cyb 9 | 7,2010-06-11,1122.443,1122.199,1128.23,1118.71,2224874.0,cyb 10 | 8,2010-06-17,1126.13,1064.839,1129.68,1064.84,1764283.0,cyb 11 | 9,2010-06-18,1052.067,1000.277,1053.14,993.17,1630650.0,cyb 12 | 10,2010-06-21,991.957,1040.802,1043.16,976.41,1574797.0,cyb 13 | 11,2010-06-22,1037.039,1034.995,1057.37,1033.65,1427162.0,cyb 14 | 12,2010-06-23,1026.865,1047.337,1056.35,1023.74,1257359.0,cyb 15 | 13,2010-06-24,1046.759,1050.601,1059.75,1041.54,1069132.0,cyb 16 | 14,2010-06-25,1046.212,1016.283,1046.21,999.16,1237298.0,cyb 17 | 15,2010-06-28,1009.223,987.827,1014.41,984.22,920673.0,cyb 18 | 16,2010-06-29,985.572,913.309,992.23,912.54,1497799.0,cyb 19 | 17,2010-06-30,898.291,919.314,921.81,881.36,1223661.0,cyb 20 | 18,2010-07-01,914.395,882.19,921.21,882.19,1049572.0,cyb 21 | 19,2010-07-02,878.951,873.12,885.34,832.62,1288833.0,cyb 22 | 20,2010-07-05,857.369,862.268,870.86,842.73,915864.0,cyb 23 | 21,2010-07-06,859.258,893.718,898.45,857.8,1165231.0,cyb 24 | 22,2010-07-07,896.532,908.549,908.55,890.34,1046162.0,cyb 25 | 23,2010-07-08,911.997,905.509,914.3,887.03,1098087.0,cyb 26 | 24,2010-07-09,903.496,932.147,936.53,896.89,1451460.0,cyb 27 | 25,2010-07-12,931.53,930.17,941.07,924.06,1263600.0,cyb 28 | 26,2010-07-13,924.948,931.08,936.64,906.3,1468657.0,cyb 29 | 27,2010-07-14,929.749,922.362,937.93,916.07,1423586.0,cyb 30 | 28,2010-07-15,920.046,892.557,930.55,892.56,1175880.0,cyb 31 | 29,2010-07-16,885.067,892.298,895.06,869.02,1009312.0,cyb 32 | 30,2010-07-19,881.656,908.049,910.18,878.07,938802.0,cyb 33 | 31,2010-07-20,909.543,937.017,937.54,909.54,1365808.0,cyb 34 | 32,2010-07-21,940.097,941.25,959.04,938.16,1665745.0,cyb 35 | 33,2010-07-22,938.218,950.209,950.21,932.02,1326602.0,cyb 36 | 34,2010-07-23,951.84,960.588,964.74,948.13,1721251.0,cyb 37 | 35,2010-07-26,962.76,966.154,966.73,954.76,1476035.0,cyb 38 | 36,2010-07-27,963.544,957.967,968.04,955.73,1361821.0,cyb 39 | 37,2010-07-28,955.188,972.534,972.53,954.52,1566182.0,cyb 40 | 38,2010-07-29,974.295,975.362,982.01,965.61,1794193.0,cyb 41 | 39,2010-07-30,971.663,968.431,971.66,955.92,1458486.0,cyb 42 | 40,2010-08-02,968.45,994.228,994.23,968.45,1810364.0,cyb 43 | 41,2010-08-03,995.195,975.645,996.26,975.64,1757058.0,cyb 44 | 42,2010-08-04,971.407,978.014,978.01,955.93,1446165.0,cyb 45 | 43,2010-08-05,980.27,987.351,998.1,978.33,1770399.0,cyb 46 | 44,2010-08-06,987.967,1011.39,1011.39,985.63,1899061.0,cyb 47 | 45,2010-08-09,1013.24,1032.34,1032.34,1013.24,2091995.0,cyb 48 | 46,2010-08-10,1031.978,993.992,1034.33,993.99,2177071.0,cyb 49 | 47,2010-08-11,991.278,1004.637,1006.45,990.94,1615078.0,cyb 50 | 48,2010-08-12,994.052,991.777,1007.58,987.98,1689189.0,cyb 51 | 49,2010-08-13,992.626,1007.206,1007.52,986.62,1471798.0,cyb 52 | 50,2010-08-16,1007.498,1030.217,1031.05,1005.05,1880400.0,cyb 53 | 51,2010-08-17,1031.075,1033.581,1036.82,1023.08,1800777.0,cyb 54 | 52,2010-08-18,1033.707,1026.722,1035.61,1018.5,1643501.0,cyb 55 | 53,2010-08-19,1026.983,1025.526,1033.25,1021.7,1624534.0,cyb 56 | 54,2010-08-20,1021.458,995.944,1022.45,993.56,1870224.0,cyb 57 | 55,2010-08-23,994.938,995.613,1001.18,991.52,1456014.0,cyb 58 | 56,2010-08-24,993.576,1004.985,1007.76,987.22,1608155.0,cyb 59 | 57,2010-08-25,1000.269,976.878,1002.33,976.555,2166638.42,cyb 60 | 58,2010-08-26,978.6,980.63,984.87,973.0,1700767.0,cyb 61 | 59,2010-08-27,978.51,999.46,1000.86,975.72,2173480.0,cyb 62 | 60,2010-08-30,1002.99,1024.93,1025.15,1002.99,2358186.0,cyb 63 | 61,2010-08-31,1020.75,1025.57,1029.8,1015.13,2175334.0,cyb 64 | 62,2010-09-01,1025.68,995.59,1029.81,987.59,2400153.0,cyb 65 | 63,2010-09-02,1001.6,1014.92,1018.28,996.52,2758003.0,cyb 66 | 64,2010-09-03,1017.64,1036.7,1045.21,1017.51,3186012.0,cyb 67 | 65,2010-09-06,1039.46,1010.76,1043.24,1007.43,2546962.0,cyb 68 | 66,2010-09-07,1010.11,1022.62,1022.62,1007.64,1686002.0,cyb 69 | 67,2010-09-08,1020.23,1026.33,1027.64,1016.84,1801644.0,cyb 70 | 68,2010-09-09,1029.11,1021.83,1040.67,1019.69,2365284.0,cyb 71 | 69,2010-09-10,1021.87,1034.94,1037.51,1016.19,2210901.0,cyb 72 | 70,2010-09-13,1034.39,1042.48,1045.39,1033.25,2010292.0,cyb 73 | 71,2010-09-14,1044.3,1031.22,1046.13,1028.77,1940841.0,cyb 74 | 72,2010-09-15,1029.52,990.1,1030.02,987.05,2216464.0,cyb 75 | 73,2010-09-16,989.49,972.6,994.95,964.53,1717924.0,cyb 76 | 74,2010-09-17,976.07,972.23,981.73,967.55,1450030.0,cyb 77 | 75,2010-09-20,972.45,949.2,975.26,947.41,1292681.0,cyb 78 | 76,2010-09-21,952.07,934.46,953.83,930.25,1107187.0,cyb 79 | 77,2010-09-27,936.21,950.67,951.84,930.86,1079437.0,cyb 80 | 78,2010-09-28,949.63,942.05,949.89,939.63,1666173.0,cyb 81 | 79,2010-09-29,941.27,926.76,944.17,924.41,1230242.0,cyb 82 | 80,2010-09-30,923.83,942.54,942.54,921.36,1099209.0,cyb 83 | 81,2010-10-08,946.47,959.86,963.18,945.62,1511188.0,cyb 84 | 82,2010-10-11,960.91,947.11,961.17,941.91,1852470.0,cyb 85 | 83,2010-10-12,946.63,951.79,959.98,945.01,1510895.0,cyb 86 | 84,2010-10-13,951.33,962.74,962.74,940.65,2209485.0,cyb 87 | 85,2010-10-14,963.29,958.49,975.91,956.86,1994136.0,cyb 88 | 86,2010-10-15,954.12,944.25,957.77,937.12,1884787.0,cyb 89 | 87,2010-10-18,941.87,932.36,941.87,913.82,1787335.0,cyb 90 | 88,2010-10-19,932.83,995.92,1005.59,932.32,3333809.0,cyb 91 | 89,2010-10-20,986.65,1004.54,1024.58,986.03,3438174.0,cyb 92 | 90,2010-10-21,1001.68,991.84,1001.68,983.66,2161944.0,cyb 93 | 91,2010-10-22,991.14,1013.45,1023.7,991.14,2377733.0,cyb 94 | 92,2010-10-25,1018.08,1039.05,1043.09,1018.08,2729464.0,cyb 95 | 93,2010-10-26,1041.53,1036.01,1041.91,1020.94,2967923.0,cyb 96 | 94,2010-10-27,1034.86,1030.59,1048.56,1028.7,2443831.0,cyb 97 | 95,2010-10-28,1024.7,1038.62,1038.62,1023.49,2269392.0,cyb 98 | 96,2010-10-29,1042.4,1064.52,1069.75,1042.4,3097404.0,cyb 99 | 97,2010-11-01,1071.63,1107.52,1113.62,1071.63,3754825.0,cyb 100 | 98,2010-11-02,1108.09,1075.15,1108.09,1074.58,3292637.0,cyb 101 | 99,2010-11-03,1063.2,1040.62,1063.2,1040.55,2224595.0,cyb 102 | 100,2010-11-04,1041.42,1057.71,1057.71,1037.24,1759113.0,cyb 103 | 101,2010-11-05,1067.87,1072.22,1072.22,1058.26,2237335.0,cyb 104 | 102,2010-11-08,1077.5,1107.06,1107.06,1077.5,2579173.0,cyb 105 | 103,2010-11-09,1110.43,1115.65,1117.52,1102.01,2622116.0,cyb 106 | 104,2010-11-10,1115.74,1141.58,1147.48,1113.75,2974084.0,cyb 107 | 105,2010-11-11,1137.08,1132.72,1163.7,1132.36,3180996.0,cyb 108 | 106,2010-11-12,1126.85,1082.24,1140.63,1080.27,3612339.0,cyb 109 | 107,2010-11-15,1087.81,1148.54,1148.54,1086.52,2981080.0,cyb 110 | 108,2010-11-16,1154.41,1126.18,1175.31,1111.5,3964587.0,cyb 111 | 109,2010-11-17,1115.12,1085.35,1132.86,1080.93,2829795.0,cyb 112 | 110,2010-11-18,1090.14,1102.84,1102.84,1077.06,2238790.0,cyb 113 | 111,2010-11-19,1106.75,1153.17,1153.17,1105.59,3233615.0,cyb 114 | 112,2010-11-22,1153.26,1174.94,1194.2,1151.76,4025388.0,cyb 115 | 113,2010-11-23,1172.06,1183.5,1183.84,1148.81,2898766.0,cyb 116 | 114,2010-11-24,1176.42,1208.45,1208.45,1174.68,2869098.0,cyb 117 | 115,2010-11-25,1212.77,1186.36,1215.74,1177.83,2832584.0,cyb 118 | 116,2010-11-26,1184.8,1196.02,1200.5,1179.28,2350441.0,cyb 119 | 117,2010-11-29,1195.31,1220.11,1221.74,1193.41,2685259.0,cyb 120 | 118,2010-11-30,1219.08,1181.5,1219.12,1146.97,3163257.0,cyb 121 | 119,2010-12-01,1176.61,1177.18,1182.57,1169.89,1612221.0,cyb 122 | 120,2010-12-02,1187.1,1177.84,1192.8,1177.81,1767132.0,cyb 123 | 121,2010-12-03,1177.17,1157.94,1178.67,1148.09,1702613.0,cyb 124 | 122,2010-12-06,1157.72,1134.38,1159.3,1124.94,1562358.0,cyb 125 | 123,2010-12-07,1132.33,1161.69,1162.58,1123.76,1280460.0,cyb 126 | 124,2010-12-08,1160.92,1160.24,1176.42,1158.1,1345852.0,cyb 127 | 125,2010-12-09,1158.82,1144.53,1160.91,1144.18,1806955.0,cyb 128 | 126,2010-12-10,1139.83,1166.8,1167.68,1136.33,1569302.0,cyb 129 | 127,2010-12-13,1175.51,1209.27,1210.75,1175.51,2301380.0,cyb 130 | 128,2010-12-14,1211.46,1218.52,1219.71,1204.66,2047676.0,cyb 131 | 129,2010-12-15,1217.81,1211.8,1224.05,1209.29,2319263.0,cyb 132 | 130,2010-12-16,1209.62,1225.03,1233.62,1209.34,2127810.0,cyb 133 | 131,2010-12-17,1222.93,1232.98,1233.39,1222.93,2059515.0,cyb 134 | 132,2010-12-20,1235.67,1212.34,1239.6,1180.53,2702385.0,cyb 135 | 133,2010-12-21,1212.09,1215.02,1222.3,1204.48,1885949.0,cyb 136 | 134,2010-12-22,1214.77,1201.65,1215.79,1199.68,2109499.0,cyb 137 | 135,2010-12-23,1198.74,1176.36,1200.76,1175.86,1877144.0,cyb 138 | 136,2010-12-24,1170.69,1144.5,1170.69,1140.13,1630336.0,cyb 139 | 137,2010-12-27,1145.7,1105.3,1154.53,1100.52,1567896.0,cyb 140 | 138,2010-12-28,1098.94,1091.48,1099.18,1080.4,1439567.0,cyb 141 | 139,2010-12-29,1091.82,1113.31,1113.31,1091.82,1615975.0,cyb 142 | 140,2010-12-30,1113.56,1117.21,1122.41,1106.43,1409447.0,cyb 143 | 141,2010-12-31,1117.36,1137.66,1138.47,1117.36,1391123.0,cyb 144 | 142,2011-01-04,1142.17,1155.11,1155.52,1140.04,1695881.0,cyb 145 | 143,2011-01-05,1153.91,1155.35,1159.12,1146.38,1683527.0,cyb 146 | 144,2011-01-06,1153.63,1134.79,1159.41,1134.09,1559129.0,cyb 147 | 145,2011-01-07,1132.73,1126.52,1139.78,1119.61,1974030.0,cyb 148 | 146,2011-01-10,1124.34,1093.77,1124.34,1089.06,1591818.0,cyb 149 | 147,2011-01-11,1089.99,1078.36,1089.99,1068.4,1376431.0,cyb 150 | 148,2011-01-12,1083.12,1089.67,1095.52,1071.09,1234470.0,cyb 151 | 149,2011-01-13,1094.83,1093.86,1097.1,1089.67,1776971.0,cyb 152 | 150,2011-01-14,1092.09,1067.42,1092.09,1065.75,1534370.0,cyb 153 | 151,2011-01-17,1066.44,1028.16,1066.99,1025.66,1701014.0,cyb 154 | 152,2011-01-18,1021.84,1025.72,1029.86,1014.63,1018064.0,cyb 155 | 153,2011-01-19,1025.93,1048.54,1048.6,1023.15,1178339.0,cyb 156 | 154,2011-01-20,1047.77,1020.39,1051.52,1020.29,1442281.0,cyb 157 | 155,2011-01-21,1014.72,1024.51,1033.52,1013.27,1254321.0,cyb 158 | 156,2011-01-24,1024.79,994.97,1029.33,994.26,1315743.0,cyb 159 | 157,2011-01-25,992.57,979.0,992.57,968.32,1421063.0,cyb 160 | 158,2011-01-26,978.07,995.74,995.78,977.85,1161020.0,cyb 161 | 159,2011-01-27,991.06,1013.02,1015.05,984.79,1186127.0,cyb 162 | 160,2011-01-28,1013.64,1020.94,1023.63,1011.3,998536.0,cyb 163 | 161,2011-01-31,1021.63,1029.12,1030.19,1014.4,1211559.0,cyb 164 | 162,2011-02-01,1029.67,1032.6,1034.14,1026.9,1447715.0,cyb 165 | 163,2011-02-09,1026.45,1025.15,1037.84,1021.79,1287175.0,cyb 166 | 164,2011-02-10,1026.25,1063.95,1063.95,1024.71,1833971.0,cyb 167 | 165,2011-02-11,1067.19,1071.58,1075.59,1065.15,1858216.0,cyb 168 | 166,2011-02-14,1072.31,1086.56,1087.31,1072.31,2085430.0,cyb 169 | 167,2011-02-15,1086.8,1087.72,1097.56,1082.27,2692483.0,cyb 170 | 168,2011-02-16,1086.77,1107.24,1107.24,1083.85,2430058.0,cyb 171 | 169,2011-02-17,1108.63,1115.33,1116.96,1103.89,2407534.0,cyb 172 | 170,2011-02-18,1114.45,1100.46,1114.69,1098.58,2314419.0,cyb 173 | 171,2011-02-21,1096.17,1117.67,1117.67,1094.43,2338857.0,cyb 174 | 172,2011-02-22,1118.61,1088.27,1122.18,1087.01,3202336.0,cyb 175 | 173,2011-02-23,1088.08,1114.05,1117.29,1087.86,2313215.0,cyb 176 | 174,2011-02-24,1112.43,1101.95,1112.72,1094.62,13193.0,cyb 177 | 175,2011-02-25,1098.11,1095.1,1098.73,1085.8,1966280.0,cyb 178 | 176,2011-02-28,1096.34,1099.78,1099.78,1087.59,1903786.0,cyb 179 | 177,2011-03-01,1100.81,1098.0,1102.55,1091.98,2101515.0,cyb 180 | 178,2011-03-02,1094.97,1088.9,1096.09,1077.65,1797659.0,cyb 181 | 179,2011-03-03,1088.89,1064.31,1091.89,1062.37,1799709.0,cyb 182 | 180,2011-03-04,1063.43,1071.86,1071.86,1056.56,1471274.0,cyb 183 | 181,2011-03-07,1073.93,1078.11,1078.11,1069.93,1770028.0,cyb 184 | 182,2011-03-08,1079.53,1084.82,1085.31,1074.1,2526986.0,cyb 185 | 183,2011-03-09,1084.7,1087.3,1087.3,1075.46,2453239.0,cyb 186 | 184,2011-03-10,1088.34,1093.9,1103.54,1087.56,2564247.0,cyb 187 | 185,2011-03-11,1090.21,1101.76,1113.01,1088.65,2755355.0,cyb 188 | 186,2011-03-14,1099.32,1107.54,1107.54,1095.9,2543075.0,cyb 189 | 187,2011-03-15,1108.2,1094.95,1108.2,1078.23,2786249.0,cyb 190 | 188,2011-03-16,1094.12,1102.21,1102.67,1094.12,2621254.0,cyb 191 | 189,2011-03-17,1096.22,1078.37,1096.22,1074.87,2579187.0,cyb 192 | 190,2011-03-18,1081.6,1083.6,1088.31,1079.56,1714087.0,cyb 193 | 191,2011-03-21,1083.15,1070.6,1084.55,1068.31,1675007.0,cyb 194 | 192,2011-03-22,1072.39,1067.29,1074.08,1057.86,1846559.0,cyb 195 | 193,2011-03-23,1066.17,1076.56,1076.56,1064.59,1762140.0,cyb 196 | 194,2011-03-24,1078.02,1077.99,1081.59,1074.04,1872127.0,cyb 197 | 195,2011-03-25,1077.34,1072.34,1078.02,1069.38,1977720.0,cyb 198 | 196,2011-03-28,1072.89,1052.11,1074.41,1051.02,2287752.0,cyb 199 | 197,2011-03-29,1050.29,1019.04,1050.29,1017.88,2763171.0,cyb 200 | 198,2011-03-30,1017.16,1006.37,1019.17,1004.38,1944158.0,cyb 201 | 199,2011-03-31,1006.72,1008.3,1019.32,1005.37,1590416.0,cyb 202 | 200,2011-04-01,1006.04,1015.08,1015.08,1002.86,1294019.0,cyb 203 | 201,2011-04-06,1011.68,994.26,1011.82,992.31,1541654.0,cyb 204 | 202,2011-04-07,993.38,1004.41,1004.41,992.43,1773952.0,cyb 205 | 203,2011-04-08,1004.14,1019.14,1019.14,1002.38,1569267.0,cyb 206 | 204,2011-04-11,1021.3,1002.8,1022.56,1002.43,1710574.0,cyb 207 | 205,2011-04-12,1000.77,1000.16,1007.25,997.75,1354872.0,cyb 208 | 206,2011-04-13,999.53,1020.75,1020.75,998.52,1508995.0,cyb 209 | 207,2011-04-14,1021.1,1016.62,1021.46,1013.99,1412610.0,cyb 210 | 208,2011-04-15,1015.97,1010.06,1016.15,1002.64,1777145.0,cyb 211 | 209,2011-04-18,1008.48,1003.26,1010.66,1000.18,1524246.0,cyb 212 | 210,2011-04-19,1000.88,994.3,1000.88,986.9,1759370.0,cyb 213 | 211,2011-04-20,993.94,1008.18,1009.5,991.88,1687702.0,cyb 214 | 212,2011-04-21,1007.98,1010.56,1017.7,1006.91,2388192.0,cyb 215 | 213,2011-04-22,1008.17,1004.65,1008.3,1000.92,1893595.0,cyb 216 | 214,2011-04-25,1001.08,975.17,1001.08,974.98,1990286.0,cyb 217 | 215,2011-04-26,970.96,958.29,973.56,954.98,1969918.0,cyb 218 | 216,2011-04-27,956.77,942.54,961.64,936.99,1827124.0,cyb 219 | 217,2011-04-28,941.2,904.15,944.7,903.03,1934849.0,cyb 220 | 218,2011-04-29,901.16,912.72,912.72,897.2,1317671.0,cyb 221 | 219,2011-05-03,911.79,922.07,923.06,907.28,1226499.0,cyb 222 | 220,2011-05-04,919.67,903.98,919.67,901.92,1270601.0,cyb 223 | 221,2011-05-05,901.47,914.59,919.6,900.35,1473808.0,cyb 224 | 222,2011-05-06,910.14,918.28,920.77,904.74,1334006.0,cyb 225 | 223,2011-05-09,920.12,931.77,935.9,920.12,1557071.0,cyb 226 | 224,2011-05-10,932.88,931.21,933.24,925.04,1267213.0,cyb 227 | 225,2011-05-11,931.51,929.95,933.28,923.26,1596040.0,cyb 228 | 226,2011-05-12,927.15,909.26,927.15,909.14,1646752.0,cyb 229 | 227,2011-05-13,909.24,909.77,912.61,897.8,1544289.0,cyb 230 | 228,2011-05-16,911.34,906.34,916.02,906.08,1332883.0,cyb 231 | 229,2011-05-17,903.98,895.15,904.48,890.36,1624413.0,cyb 232 | 230,2011-05-18,891.99,890.79,894.89,888.17,1744464.0,cyb 233 | 231,2011-05-19,891.48,884.89,895.54,883.87,1448972.0,cyb 234 | 232,2011-05-20,884.06,875.43,884.33,873.87,1416626.0,cyb 235 | 233,2011-05-23,873.31,840.9,873.59,840.65,2047422.0,cyb 236 | 234,2011-05-24,836.79,870.94,876.6,828.5,2782844.0,cyb 237 | 235,2011-05-25,867.68,842.35,867.68,842.12,2176375.0,cyb 238 | 236,2011-05-26,843.62,830.92,852.98,830.64,1741445.0,cyb 239 | 237,2011-05-27,830.6,822.94,835.87,819.87,1849514.0,cyb 240 | 238,2011-05-30,819.87,834.32,844.97,816.39,2335782.0,cyb 241 | 239,2011-05-31,836.35,846.32,846.32,828.66,2499466.0,cyb 242 | 240,2011-06-01,846.48,851.17,852.66,843.29,2358778.0,cyb 243 | 241,2011-06-02,841.52,833.74,841.52,823.1,2095702.0,cyb 244 | 242,2011-06-03,833.44,847.54,849.73,832.53,1958064.0,cyb 245 | 243,2011-06-07,845.25,847.71,848.22,842.46,1598940.0,cyb 246 | 244,2011-06-08,846.67,844.98,846.92,836.99,2043436.0,cyb 247 | 245,2011-06-09,843.58,828.02,843.58,828.02,2017611.0,cyb 248 | 246,2011-06-10,825.55,824.03,826.54,811.09,1785816.0,cyb 249 | 247,2011-06-13,820.24,829.36,833.25,811.39,1614046.0,cyb 250 | 248,2011-06-14,829.51,838.47,840.69,829.27,1703028.0,cyb 251 | 249,2011-06-15,837.53,827.53,840.53,826.94,2073052.0,cyb 252 | 250,2011-06-16,822.37,810.71,822.55,809.93,1731523.0,cyb 253 | 251,2011-06-17,809.16,802.64,813.21,801.3,1428628.0,cyb 254 | 252,2011-06-20,800.62,791.76,800.62,787.57,1477888.0,cyb 255 | 253,2011-06-21,791.99,795.61,796.85,786.33,1508401.0,cyb 256 | 254,2011-06-22,797.42,791.51,798.24,788.56,1847725.0,cyb 257 | 255,2011-06-23,790.7,814.44,815.78,783.86,3043269.0,cyb 258 | 256,2011-06-24,812.3,832.32,835.3,810.58,3506956.0,cyb 259 | 257,2011-06-27,832.62,843.86,850.39,832.62,3397416.0,cyb 260 | 258,2011-06-28,843.98,844.18,844.96,836.94,2329661.0,cyb 261 | 259,2011-06-29,844.85,836.38,850.36,836.38,2870804.0,cyb 262 | 260,2011-06-30,834.82,845.92,846.88,834.82,2412281.0,cyb 263 | 261,2011-07-01,847.54,855.27,862.34,847.54,3052681.0,cyb 264 | 262,2011-07-04,856.5,876.17,876.17,856.5,3605971.0,cyb 265 | 263,2011-07-05,877.52,883.42,885.78,876.9,3429034.0,cyb 266 | 264,2011-07-06,881.6,894.28,894.28,877.82,4005587.0,cyb 267 | 265,2011-07-07,893.6,899.8,911.87,891.73,4980368.0,cyb 268 | 266,2011-07-08,899.47,894.91,902.05,888.22,3350704.0,cyb 269 | 267,2011-07-11,894.07,903.31,903.9,889.82,3138543.0,cyb 270 | 268,2011-07-12,895.49,891.52,898.98,888.58,4134161.0,cyb 271 | 269,2011-07-13,890.3,913.09,913.09,890.3,3773358.0,cyb 272 | 270,2011-07-14,913.49,932.78,932.78,913.49,5124319.0,cyb 273 | 271,2011-07-15,935.54,951.14,951.4,933.49,6429022.0,cyb 274 | 272,2011-07-18,952.03,946.12,959.27,944.1,4886468.0,cyb 275 | 273,2011-07-19,940.42,927.3,940.42,924.09,4242889.0,cyb 276 | 274,2011-07-20,932.21,930.83,937.75,920.22,3652248.0,cyb 277 | 275,2011-07-21,930.26,915.37,930.89,915.37,3321787.0,cyb 278 | 276,2011-07-22,917.63,923.99,929.93,917.63,3272156.0,cyb 279 | 277,2011-07-25,920.85,887.06,920.85,884.1,4313444.0,cyb 280 | 278,2011-07-26,884.02,892.54,892.54,878.16,2911907.0,cyb 281 | 279,2011-07-27,890.03,915.55,917.16,883.97,3884076.0,cyb 282 | 280,2011-07-28,907.25,919.4,920.03,902.5,3749075.0,cyb 283 | 281,2011-07-29,919.53,913.28,924.84,910.24,3734791.0,cyb 284 | 282,2011-08-01,911.94,927.38,931.37,910.98,3717874.0,cyb 285 | 283,2011-08-02,923.09,932.12,932.12,905.01,4822299.0,cyb 286 | 284,2011-08-03,922.81,945.51,951.59,918.64,6078198.0,cyb 287 | 285,2011-08-04,944.83,937.47,950.03,935.41,4490789.0,cyb 288 | 286,2011-08-05,905.16,919.18,926.62,899.32,4278637.0,cyb 289 | 287,2011-08-08,908.08,877.44,913.32,859.16,4853829.0,cyb 290 | 288,2011-08-09,849.0,878.76,884.84,835.28,4248659.0,cyb 291 | 289,2011-08-10,891.22,891.75,901.86,889.86,4152964.0,cyb 292 | 290,2011-08-11,873.12,915.49,915.49,870.29,4790986.0,cyb 293 | 291,2011-08-12,920.29,926.3,932.78,920.29,4554967.0,cyb 294 | 292,2011-08-15,928.98,942.48,946.8,928.98,4478420.0,cyb 295 | 293,2011-08-16,942.95,933.14,944.87,929.79,4114517.0,cyb 296 | 294,2011-08-17,932.01,936.16,941.45,926.02,4004712.0,cyb 297 | 295,2011-08-18,934.58,915.68,935.11,915.26,3953249.0,cyb 298 | 296,2011-08-19,895.65,912.42,912.42,891.8,4432501.0,cyb 299 | 297,2011-08-22,913.6,910.61,925.39,907.86,4341367.0,cyb 300 | 298,2011-08-23,912.35,936.42,936.42,912.35,5674449.0,cyb 301 | 299,2011-08-24,940.42,940.2,954.23,939.28,6468434.0,cyb 302 | 300,2011-08-25,942.64,942.94,943.72,927.36,5311157.0,cyb 303 | 301,2011-08-26,940.53,952.81,954.72,937.97,5508088.0,cyb 304 | 302,2011-08-29,951.55,954.03,959.67,947.72,5130036.0,cyb 305 | 303,2011-08-30,957.29,934.18,960.15,933.82,4772780.0,cyb 306 | 304,2011-08-31,931.79,921.49,936.1,911.82,3969353.0,cyb 307 | 305,2011-09-01,921.97,917.75,930.19,913.16,3455754.0,cyb 308 | 306,2011-09-02,916.07,909.85,918.59,902.48,3296039.0,cyb 309 | 307,2011-09-05,902.37,883.87,902.37,883.46,3247565.0,cyb 310 | 308,2011-09-06,876.71,874.74,884.61,869.81,3094362.0,cyb 311 | 309,2011-09-07,877.87,899.61,899.61,877.78,3146188.0,cyb 312 | 310,2011-09-08,903.25,891.93,909.88,891.52,3276209.0,cyb 313 | 311,2011-09-09,889.47,881.58,895.84,877.53,2616606.0,cyb 314 | 312,2011-09-13,870.04,861.92,870.04,858.91,2287849.0,cyb 315 | 313,2011-09-14,864.08,876.95,877.04,855.34,2420365.0,cyb 316 | 314,2011-09-15,877.93,875.86,885.71,875.67,2623923.0,cyb 317 | 315,2011-09-16,878.56,874.88,883.1,873.55,2803521.0,cyb 318 | 316,2011-09-19,871.88,854.71,871.88,854.64,2374811.0,cyb 319 | 317,2011-09-20,850.97,856.81,861.18,846.03,2097516.0,cyb 320 | 318,2011-09-21,856.8,881.03,881.56,854.29,3279914.0,cyb 321 | 319,2011-09-22,876.25,852.92,879.1,852.92,3121393.0,cyb 322 | 320,2011-09-23,840.17,843.48,848.27,833.77,2640321.0,cyb 323 | 321,2011-09-26,842.0,829.35,848.82,826.83,2248383.0,cyb 324 | 322,2011-09-27,833.64,830.88,839.19,822.84,2753487.0,cyb 325 | 323,2011-09-28,834.03,817.52,838.33,814.34,2458248.0,cyb 326 | 324,2011-09-29,813.26,791.89,813.26,791.05,2625983.0,cyb 327 | 325,2011-09-30,792.76,791.13,796.48,781.79,1950389.0,cyb 328 | 326,2011-10-10,792.97,790.04,796.86,786.84,1621991.0,cyb 329 | 327,2011-10-11,806.7,786.15,812.45,778.05,2572308.0,cyb 330 | 328,2011-10-12,783.43,816.14,817.02,773.92,3644532.0,cyb 331 | 329,2011-10-13,816.53,833.02,835.63,814.63,4197492.0,cyb 332 | 330,2011-10-14,830.48,830.2,833.03,819.98,3330833.0,cyb 333 | 331,2011-10-17,832.86,832.29,839.26,826.81,3697721.0,cyb 334 | 332,2011-10-18,826.53,806.6,828.17,806.0,3930548.0,cyb 335 | 333,2011-10-19,807.21,804.44,813.95,798.8,3006662.0,cyb 336 | 334,2011-10-20,801.03,778.95,801.03,771.15,3368182.0,cyb 337 | 335,2011-10-21,777.03,763.29,779.46,760.16,2590864.0,cyb 338 | 336,2011-10-24,761.43,772.41,772.96,741.33,3335606.0,cyb 339 | 337,2011-10-25,770.84,797.86,799.1,769.28,4508874.0,cyb 340 | 338,2011-10-26,794.29,811.13,820.81,791.0,6050439.0,cyb 341 | 339,2011-10-27,810.72,810.92,821.29,807.12,5078367.0,cyb 342 | 340,2011-10-28,820.42,833.42,833.73,813.93,5755198.0,cyb 343 | 341,2011-10-31,834.3,852.8,852.8,831.5,6252855.0,cyb 344 | 342,2011-11-01,843.8,853.36,855.35,840.05,6301051.0,cyb 345 | 343,2011-11-02,837.07,881.05,881.05,833.9,8516045.0,cyb 346 | 344,2011-11-03,885.87,877.66,898.31,877.66,9918096.0,cyb 347 | 345,2011-11-04,881.62,882.25,887.67,876.44,6660408.0,cyb 348 | 346,2011-11-07,880.15,878.76,889.34,876.54,5225319.0,cyb 349 | 347,2011-11-08,878.45,862.36,879.9,861.38,5445643.0,cyb 350 | 348,2011-11-09,866.91,891.12,891.12,860.75,6883980.0,cyb 351 | 349,2011-11-10,881.69,895.27,911.73,878.99,10350637.0,cyb 352 | 350,2011-11-11,893.72,891.19,901.8,885.59,7667414.0,cyb 353 | 351,2011-11-14,899.11,915.98,917.27,899.11,8111971.0,cyb 354 | 352,2011-11-15,916.62,920.97,922.81,912.81,7390361.0,cyb 355 | 353,2011-11-16,921.3,893.51,922.07,888.88,7071703.0,cyb 356 | 354,2011-11-17,893.79,898.34,911.9,890.82,6529090.0,cyb 357 | 355,2011-11-18,892.63,869.19,892.74,868.26,6104312.0,cyb 358 | 356,2011-11-21,866.98,863.13,868.31,849.56,4658928.0,cyb 359 | 357,2011-11-22,856.2,868.43,868.48,852.04,4089330.0,cyb 360 | 358,2011-11-23,868.78,864.81,874.3,863.06,4401077.0,cyb 361 | 359,2011-11-24,856.67,868.14,874.92,852.0,4339727.0,cyb 362 | 360,2011-11-25,866.99,863.49,874.47,860.63,4199906.0,cyb 363 | 361,2011-11-28,864.38,866.84,871.28,858.46,3976936.0,cyb 364 | 362,2011-11-29,872.2,880.31,880.31,866.74,4643474.0,cyb 365 | 363,2011-11-30,878.68,838.11,878.68,824.95,5836484.0,cyb 366 | 364,2011-12-01,861.54,852.87,872.34,852.87,5721672.0,cyb 367 | 365,2011-12-02,849.18,828.97,849.18,825.08,3980349.0,cyb 368 | 366,2011-12-05,825.6,791.39,826.09,790.29,3384285.0,cyb 369 | 367,2011-12-06,788.43,798.1,801.93,783.28,3163314.0,cyb 370 | 368,2011-12-07,797.18,802.62,806.42,794.36,3027376.0,cyb 371 | 369,2011-12-08,799.48,809.43,819.97,788.62,4313035.0,cyb 372 | 370,2011-12-09,802.13,798.84,812.17,796.19,3100104.0,cyb 373 | 371,2011-12-12,798.81,790.79,803.74,789.79,2535366.0,cyb 374 | 372,2011-12-13,787.08,769.55,787.08,765.83,1912966.0,cyb 375 | 373,2011-12-14,766.18,757.04,773.77,756.96,2645468.0,cyb 376 | 374,2011-12-15,751.55,751.39,756.81,743.27,2401145.0,cyb 377 | 375,2011-12-16,745.52,778.78,778.78,745.52,4329477.0,cyb 378 | 376,2011-12-19,774.65,793.44,793.44,767.07,5077001.0,cyb 379 | 377,2011-12-20,791.82,781.42,799.66,780.92,4050591.0,cyb 380 | 378,2011-12-21,786.98,761.34,791.23,760.92,3864116.0,cyb 381 | 379,2011-12-22,754.48,757.9,767.32,727.74,4661591.0,cyb 382 | 380,2011-12-23,754.89,761.44,770.38,750.96,3634598.0,cyb 383 | 381,2011-12-26,760.67,753.05,769.92,751.61,2920371.0,cyb 384 | 382,2011-12-27,749.61,727.17,749.92,725.11,3309758.0,cyb 385 | 383,2011-12-28,721.84,717.55,721.84,700.11,3184213.0,cyb 386 | 384,2011-12-29,714.58,716.55,722.2,710.65,2826756.0,cyb 387 | 385,2011-12-30,718.03,729.5,730.53,718.03,3107814.0,cyb 388 | 386,2012-01-04,734.74,707.11,737.91,707.11,3199979.0,cyb 389 | 387,2012-01-05,700.32,666.91,701.04,665.41,4016076.0,cyb 390 | 388,2012-01-06,662.65,669.02,672.13,645.8,3237513.0,cyb 391 | 389,2012-01-09,667.85,692.42,692.42,657.18,4139809.0,cyb 392 | 390,2012-01-10,691.65,716.45,718.29,690.5,5745642.0,cyb 393 | 391,2012-01-11,715.04,717.94,728.66,710.53,4991163.0,cyb 394 | 392,2012-01-12,715.82,709.89,724.08,708.67,3943702.0,cyb 395 | 393,2012-01-13,709.05,666.08,709.63,665.26,4993608.0,cyb 396 | 394,2012-01-16,657.8,633.91,657.8,633.31,3313455.0,cyb 397 | 395,2012-01-17,630.78,662.69,664.7,623.64,4536489.0,cyb 398 | 396,2012-01-18,662.94,624.91,665.6,621.67,4788498.0,cyb 399 | 397,2012-01-19,621.65,632.8,637.02,612.28,4378062.0,cyb 400 | 398,2012-01-20,634.83,646.38,648.14,634.57,3794610.0,cyb 401 | 399,2012-01-30,649.42,651.25,660.06,644.88,3696327.0,cyb 402 | 400,2012-01-31,649.37,648.68,650.49,637.43,3122930.0,cyb 403 | 401,2012-02-01,647.49,650.78,663.27,644.58,3643957.0,cyb 404 | 402,2012-02-02,652.06,665.4,665.4,652.06,3948430.0,cyb 405 | 403,2012-02-03,665.35,680.04,681.89,663.01,5084726.0,cyb 406 | 404,2012-02-06,681.04,686.51,689.96,680.7,4913461.0,cyb 407 | 405,2012-02-07,683.88,673.68,683.88,669.54,4022295.0,cyb 408 | 406,2012-02-08,673.07,692.3,692.3,669.62,4690440.0,cyb 409 | 407,2012-02-09,692.36,697.79,705.7,690.68,5973568.0,cyb 410 | 408,2012-02-10,696.53,698.85,703.09,693.75,4682200.0,cyb 411 | 409,2012-02-13,694.23,714.96,718.67,690.53,5579600.0,cyb 412 | 410,2012-02-14,714.75,712.3,717.77,707.97,4136396.0,cyb 413 | 411,2012-02-15,711.62,724.75,724.75,707.14,5543245.0,cyb 414 | 412,2012-02-16,723.43,721.83,731.45,714.4,6034967.0,cyb 415 | 413,2012-02-17,722.62,717.8,726.94,709.23,4661936.0,cyb 416 | 414,2012-02-20,726.88,721.1,731.41,720.97,5648109.0,cyb 417 | 415,2012-02-21,719.29,736.88,736.88,713.65,6682663.0,cyb 418 | 416,2012-02-22,737.78,759.56,759.56,737.78,8969181.0,cyb 419 | 417,2012-02-23,760.67,756.9,765.41,748.61,8406383.0,cyb 420 | 418,2012-02-24,756.16,762.29,764.74,755.19,7390735.0,cyb 421 | 419,2012-02-27,763.96,760.37,771.29,760.24,8006043.0,cyb 422 | 420,2012-02-28,757.45,747.77,758.17,737.37,7978856.0,cyb 423 | 421,2012-02-29,747.22,735.34,748.09,734.24,5904584.0,cyb 424 | 422,2012-03-01,734.25,743.15,748.8,733.78,5005155.0,cyb 425 | 423,2012-03-02,743.85,757.67,757.67,743.85,5487446.0,cyb 426 | 424,2012-03-05,759.65,759.37,766.75,758.83,6271369.0,cyb 427 | 425,2012-03-06,758.08,750.84,758.72,743.6,6023767.0,cyb 428 | 426,2012-03-07,743.05,749.27,759.45,740.61,5943515.0,cyb 429 | 427,2012-03-08,751.98,761.7,764.0,751.98,5558078.0,cyb 430 | 428,2012-03-09,764.48,777.69,777.69,763.72,6901048.0,cyb 431 | 429,2012-03-12,779.51,786.05,786.05,778.51,6946632.0,cyb 432 | 430,2012-03-13,785.53,792.38,792.38,782.94,7151396.0,cyb 433 | 431,2012-03-14,795.12,756.46,799.83,750.12,10995380.0,cyb 434 | 432,2012-03-15,754.53,746.44,759.53,735.09,7483183.0,cyb 435 | 433,2012-03-16,748.05,765.56,765.56,745.35,6549302.0,cyb 436 | 434,2012-03-19,764.95,779.56,779.56,763.36,6515828.0,cyb 437 | 435,2012-03-20,777.39,755.58,777.39,755.4,6107046.0,cyb 438 | 436,2012-03-21,758.89,751.79,761.34,737.99,6039931.0,cyb 439 | 437,2012-03-22,750.45,750.85,756.35,744.89,4550955.0,cyb 440 | 438,2012-03-23,748.87,737.89,750.69,735.15,4480951.0,cyb 441 | 439,2012-03-26,735.16,737.21,742.26,731.31,3642017.0,cyb 442 | 440,2012-03-27,739.44,735.73,745.83,733.84,4024034.0,cyb 443 | 441,2012-03-28,732.68,698.49,732.68,697.51,5442515.0,cyb 444 | 442,2012-03-29,692.37,683.96,695.96,676.99,4575497.0,cyb 445 | 443,2012-03-30,682.28,678.52,686.5,673.49,4235670.0,cyb 446 | 444,2012-04-05,677.76,697.75,698.3,676.51,4398591.0,cyb 447 | 445,2012-04-06,697.86,701.9,705.38,695.65,4392632.0,cyb 448 | 446,2012-04-09,699.87,689.72,701.59,689.72,3567381.0,cyb 449 | 447,2012-04-10,686.47,697.16,697.16,672.98,4428713.0,cyb 450 | 448,2012-04-11,689.85,698.49,701.93,685.75,3932710.0,cyb 451 | 449,2012-04-12,699.42,713.12,713.25,697.74,4848404.0,cyb 452 | 450,2012-04-13,715.04,718.96,723.89,714.24,5012434.0,cyb 453 | 451,2012-04-16,714.85,716.23,719.88,712.02,3810806.0,cyb 454 | 452,2012-04-17,716.53,709.14,718.46,708.4,3916592.0,cyb 455 | 453,2012-04-18,710.14,723.46,724.03,710.1,4872801.0,cyb 456 | 454,2012-04-19,723.83,725.12,728.46,721.59,4816491.0,cyb 457 | 455,2012-04-20,724.13,728.72,728.72,720.83,4664623.0,cyb 458 | 456,2012-04-23,724.9,690.43,724.9,689.44,7329877.0,cyb 459 | 457,2012-04-24,680.61,681.53,689.88,663.92,5847302.0,cyb 460 | 458,2012-04-25,679.75,682.52,684.48,674.54,4409875.0,cyb 461 | 459,2012-04-26,683.02,678.44,685.82,673.94,3854188.0,cyb 462 | 460,2012-04-27,677.55,685.13,689.1,676.07,4055113.0,cyb 463 | 461,2012-05-02,692.35,693.61,696.42,686.18,4355691.0,cyb 464 | 462,2012-05-03,693.4,699.31,699.41,690.76,4122606.0,cyb 465 | 463,2012-05-04,699.88,713.19,713.84,699.88,5389720.0,cyb 466 | 464,2012-05-07,710.98,733.04,733.04,709.87,6120061.0,cyb 467 | 465,2012-05-08,733.83,731.72,738.52,730.55,6619395.0,cyb 468 | 466,2012-05-09,727.6,719.35,727.7,718.72,5805832.0,cyb 469 | 467,2012-05-10,718.24,727.28,730.78,718.24,5157954.0,cyb 470 | 468,2012-05-11,726.56,721.08,730.83,720.93,6002106.0,cyb 471 | 469,2012-05-14,725.52,719.87,729.67,717.94,6024591.0,cyb 472 | 470,2012-05-15,714.58,720.11,720.21,709.63,5181662.0,cyb 473 | 471,2012-05-16,718.71,709.96,722.21,709.88,4539304.0,cyb 474 | 472,2012-05-17,709.5,716.17,718.44,703.92,4652232.0,cyb 475 | 473,2012-05-18,711.69,706.22,717.27,705.25,5671257.0,cyb 476 | 474,2012-05-21,705.86,704.8,709.68,698.8,4603324.0,cyb 477 | 475,2012-05-22,706.92,714.66,714.91,706.92,4144233.0,cyb 478 | 476,2012-05-23,715.03,713.02,717.2,705.2,5134553.0,cyb 479 | 477,2012-05-24,711.68,712.58,718.02,710.07,5074632.0,cyb 480 | 478,2012-05-25,713.04,702.72,714.9,700.62,4753242.0,cyb 481 | 479,2012-05-28,699.64,706.47,707.49,686.07,4642532.0,cyb 482 | 480,2012-05-29,705.78,720.45,721.72,704.2,5517465.0,cyb 483 | 481,2012-05-30,720.57,727.19,731.28,719.14,6051260.0,cyb 484 | 482,2012-05-31,724.46,734.45,740.49,721.71,6704539.0,cyb 485 | 483,2012-06-01,733.62,734.26,739.93,730.0,6364929.0,cyb 486 | 484,2012-06-04,721.68,717.1,734.26,717.04,6180151.0,cyb 487 | 485,2012-06-05,718.11,715.93,721.57,713.58,4196363.0,cyb 488 | 486,2012-06-06,717.13,715.24,722.36,711.19,3899402.0,cyb 489 | 487,2012-06-07,721.56,711.43,725.29,709.17,4404545.0,cyb 490 | 488,2012-06-08,716.42,713.92,721.36,710.27,5113299.0,cyb 491 | 489,2012-06-11,714.12,734.5,734.5,714.12,6469825.0,cyb 492 | 490,2012-06-12,731.04,735.29,739.02,729.71,6473938.0,cyb 493 | 491,2012-06-13,735.6,746.51,746.51,735.6,7171411.0,cyb 494 | 492,2012-06-14,745.76,740.97,750.28,739.91,7100317.0,cyb 495 | 493,2012-06-15,742.38,742.27,747.3,733.33,6901456.0,cyb 496 | 494,2012-06-18,744.05,752.98,753.77,744.05,7963397.0,cyb 497 | 495,2012-06-19,751.27,747.49,752.77,746.09,8450025.0,cyb 498 | 496,2012-06-20,747.64,748.39,751.9,746.03,8516857.0,cyb 499 | 497,2012-06-21,746.61,739.05,746.61,732.17,7793460.0,cyb 500 | 498,2012-06-25,736.18,720.6,736.18,720.47,6650404.0,cyb 501 | 499,2012-06-26,716.3,715.92,719.33,703.03,6050190.0,cyb 502 | 500,2012-06-27,715.52,718.93,728.54,715.38,6893909.0,cyb 503 | 501,2012-06-28,719.09,711.14,723.07,710.9,7400715.0,cyb 504 | 502,2012-06-29,708.11,726.68,726.68,705.86,7104600.0,cyb 505 | 503,2012-07-02,730.77,741.19,744.96,730.76,7743385.0,cyb 506 | 504,2012-07-03,742.2,743.9,751.36,739.92,9347557.0,cyb 507 | 505,2012-07-04,744.7,739.62,747.84,736.9,7965050.0,cyb 508 | 506,2012-07-05,738.49,724.31,738.49,721.36,7451569.0,cyb 509 | 507,2012-07-06,727.68,737.29,737.69,712.44,8229852.0,cyb 510 | 508,2012-07-09,733.66,722.28,737.79,721.6,7618162.0,cyb 511 | 509,2012-07-10,719.89,713.53,721.81,710.73,7035974.0,cyb 512 | 510,2012-07-11,710.89,719.3,719.3,706.72,5668274.0,cyb 513 | 511,2012-07-12,718.62,734.32,735.7,717.2,7327214.0,cyb 514 | 512,2012-07-13,731.49,725.79,736.46,722.65,7484220.0,cyb 515 | 513,2012-07-16,722.82,691.39,722.82,691.23,8277827.0,cyb 516 | 514,2012-07-17,687.74,697.0,697.0,686.11,5490463.0,cyb 517 | 515,2012-07-18,695.92,702.14,702.17,684.3,6205299.0,cyb 518 | 516,2012-07-19,701.23,709.17,714.92,698.47,7086094.0,cyb 519 | 517,2012-07-20,707.83,706.25,714.15,704.87,5726629.0,cyb 520 | 518,2012-07-23,703.2,704.57,708.21,697.69,5174113.0,cyb 521 | 519,2012-07-24,700.58,706.4,712.1,698.39,5225362.0,cyb 522 | 520,2012-07-25,704.7,708.3,715.97,703.35,6079427.0,cyb 523 | 521,2012-07-26,707.77,706.72,717.76,704.97,5454038.0,cyb 524 | 522,2012-07-27,707.97,703.58,711.57,698.18,5414012.0,cyb 525 | 523,2012-07-30,703.7,688.47,707.63,685.84,5253858.0,cyb 526 | 524,2012-07-31,686.54,676.96,687.69,672.28,4853301.0,cyb 527 | 525,2012-08-01,677.53,689.49,694.54,676.34,4694356.0,cyb 528 | 526,2012-08-02,688.33,690.98,694.83,684.2,4952914.0,cyb 529 | 527,2012-08-03,691.79,711.92,711.93,690.26,6116857.0,cyb 530 | 528,2012-08-06,708.26,730.42,731.39,706.83,7449598.0,cyb 531 | 529,2012-08-07,729.63,736.01,737.58,729.44,7168251.0,cyb 532 | 530,2012-08-08,734.88,730.07,734.88,723.98,5817704.0,cyb 533 | 531,2012-08-09,729.5,743.2,743.23,727.7,7047415.0,cyb 534 | 532,2012-08-10,743.28,743.07,744.84,736.55,6130295.0,cyb 535 | 533,2012-08-13,742.38,727.64,742.38,726.93,6153185.0,cyb 536 | 534,2012-08-14,726.84,736.35,736.45,714.65,6321177.0,cyb 537 | 535,2012-08-15,734.87,729.73,736.28,728.49,5061584.0,cyb 538 | 536,2012-08-16,728.66,723.53,730.13,720.72,4190765.0,cyb 539 | 537,2012-08-17,721.33,721.05,723.2,714.02,4587319.0,cyb 540 | 538,2012-08-20,718.14,730.87,732.67,713.15,5226300.0,cyb 541 | 539,2012-08-21,730.29,748.93,752.78,729.99,8531240.0,cyb 542 | 540,2012-08-22,749.0,746.85,756.53,743.61,8927210.0,cyb 543 | 541,2012-08-23,745.47,750.56,751.71,741.38,8967547.0,cyb 544 | 542,2012-08-24,747.72,733.31,750.35,733.31,7938355.0,cyb 545 | 543,2012-08-27,731.67,722.57,731.67,721.2,6616475.0,cyb 546 | 544,2012-08-28,720.83,727.62,733.13,717.53,6369417.0,cyb 547 | 545,2012-08-29,726.7,726.94,736.74,722.82,7768386.0,cyb 548 | 546,2012-08-30,727.21,704.03,729.05,692.14,9026271.0,cyb 549 | 547,2012-08-31,701.37,706.62,710.02,698.62,5713335.0,cyb 550 | 548,2012-09-03,703.81,723.87,725.17,701.7,6550695.0,cyb 551 | 549,2012-09-04,724.7,722.72,732.36,721.52,7726658.0,cyb 552 | 550,2012-09-05,721.07,730.62,732.77,719.34,7974380.0,cyb 553 | 551,2012-09-06,732.46,739.74,739.74,731.24,8159590.0,cyb 554 | 552,2012-09-07,744.65,759.46,764.45,744.24,13543457.0,cyb 555 | 553,2012-09-10,759.69,762.31,765.31,756.03,11740557.0,cyb 556 | 554,2012-09-11,761.55,761.73,762.51,756.77,10596146.0,cyb 557 | 555,2012-09-12,763.04,762.51,766.52,754.32,9339447.0,cyb 558 | 556,2012-09-13,761.78,749.89,764.36,749.89,9173258.0,cyb 559 | 557,2012-09-14,753.6,744.46,756.2,738.95,8116033.0,cyb 560 | 558,2012-09-17,742.69,724.15,742.69,724.15,6607894.0,cyb 561 | 559,2012-09-18,722.38,723.61,730.36,720.45,5238138.0,cyb 562 | 560,2012-09-19,724.89,728.25,730.3,723.64,5185624.0,cyb 563 | 561,2012-09-20,727.96,706.69,727.96,704.91,7233442.0,cyb 564 | 562,2012-09-21,703.42,691.14,706.52,689.53,5853244.0,cyb 565 | 563,2012-09-24,685.99,690.34,695.19,678.35,4778873.0,cyb 566 | 564,2012-09-25,688.21,682.34,693.76,680.65,4456482.0,cyb 567 | 565,2012-09-26,680.47,661.49,682.67,660.12,4785551.0,cyb 568 | 566,2012-09-27,662.78,676.96,680.48,662.78,5945532.0,cyb 569 | 567,2012-09-28,674.19,689.64,691.06,671.61,5422737.0,cyb 570 | 568,2012-10-08,690.35,690.77,693.64,686.27,4349179.0,cyb 571 | 569,2012-10-09,691.39,712.7,712.78,691.39,7160979.0,cyb 572 | 570,2012-10-10,712.15,721.85,722.52,709.92,7759452.0,cyb 573 | 571,2012-10-11,720.39,711.8,724.7,711.63,7193188.0,cyb 574 | 572,2012-10-12,711.83,708.87,721.26,700.97,5987717.0,cyb 575 | 573,2012-10-15,706.23,701.96,707.13,694.12,6047798.0,cyb 576 | 574,2012-10-16,700.94,705.39,711.87,698.97,5172678.0,cyb 577 | 575,2012-10-17,706.09,709.09,711.41,701.64,4990477.0,cyb 578 | 576,2012-10-18,709.29,720.52,721.68,709.29,6401506.0,cyb 579 | 577,2012-10-19,720.85,719.45,722.61,715.92,5538692.0,cyb 580 | 578,2012-10-22,716.53,724.28,724.29,714.7,4823413.0,cyb 581 | 579,2012-10-23,723.83,711.26,725.38,710.55,5466438.0,cyb 582 | 580,2012-10-24,707.3,707.75,713.96,704.41,4503437.0,cyb 583 | 581,2012-10-25,707.88,697.44,710.98,696.45,5334304.0,cyb 584 | 582,2012-10-26,695.89,685.33,697.46,680.91,5193825.0,cyb 585 | 583,2012-10-29,684.34,688.12,691.6,682.76,3560575.0,cyb 586 | 584,2012-10-30,688.51,689.61,694.67,687.79,3599959.0,cyb 587 | 585,2012-10-31,689.62,691.65,691.65,685.05,3571402.0,cyb 588 | 586,2012-11-01,692.06,701.78,702.95,692.06,5259020.0,cyb 589 | 587,2012-11-02,702.03,701.38,703.13,697.06,4204743.0,cyb 590 | 588,2012-11-05,700.11,692.87,703.46,690.94,4639898.0,cyb 591 | 589,2012-11-06,693.36,690.5,693.37,679.96,5455889.0,cyb 592 | 590,2012-11-07,689.79,689.75,692.58,686.61,4386247.0,cyb 593 | 591,2012-11-08,684.89,675.85,685.45,675.76,4815109.0,cyb 594 | 592,2012-11-09,674.59,672.67,679.02,671.69,4163753.0,cyb 595 | 593,2012-11-12,674.76,676.6,681.3,671.63,4382155.0,cyb 596 | 594,2012-11-13,676.26,667.33,676.38,666.34,4886383.0,cyb 597 | 595,2012-11-14,666.4,665.18,667.78,657.58,4510091.0,cyb 598 | 596,2012-11-15,662.9,659.21,667.86,657.35,4555696.0,cyb 599 | 597,2012-11-16,659.38,656.2,660.1,653.02,4490723.0,cyb 600 | 598,2012-11-19,654.78,656.94,657.38,647.87,4604529.0,cyb 601 | 599,2012-11-20,657.4,656.61,661.24,656.08,5259807.0,cyb 602 | 600,2012-11-21,656.44,660.03,661.89,646.64,5876733.0,cyb 603 | 601,2012-11-22,659.13,651.83,659.2,650.39,4934022.0,cyb 604 | 602,2012-11-23,652.94,651.43,656.36,650.27,5051590.0,cyb 605 | 603,2012-11-26,651.06,638.88,651.06,638.38,4251120.0,cyb 606 | 604,2012-11-27,635.26,616.28,635.26,615.59,5938245.0,cyb 607 | 605,2012-11-28,611.91,607.67,611.91,605.69,4225699.0,cyb 608 | 606,2012-11-29,607.16,603.17,611.89,601.18,4185996.0,cyb 609 | 607,2012-11-30,602.95,606.77,608.54,601.05,3821376.0,cyb 610 | 608,2012-12-03,605.6,593.66,607.25,593.2,4334761.0,cyb 611 | 609,2012-12-04,592.4,600.8,601.49,585.44,4819209.0,cyb 612 | 610,2012-12-05,599.45,624.82,627.85,597.76,7126108.0,cyb 613 | 611,2012-12-06,625.16,624.32,630.22,619.49,5574226.0,cyb 614 | 612,2012-12-07,624.15,637.49,638.17,622.22,7409448.0,cyb 615 | 613,2012-12-10,638.24,646.32,647.54,636.17,9109238.0,cyb 616 | 614,2012-12-11,645.25,641.17,646.79,640.69,7556457.0,cyb 617 | 615,2012-12-12,639.91,639.51,640.93,631.14,7066769.0,cyb 618 | 616,2012-12-13,638.09,632.18,641.17,631.19,6302316.0,cyb 619 | 617,2012-12-14,631.45,656.22,656.59,631.22,10223857.0,cyb 620 | 618,2012-12-17,656.75,649.61,658.39,646.27,8774594.0,cyb 621 | 619,2012-12-18,648.56,646.05,654.35,643.05,8205784.0,cyb 622 | 620,2012-12-19,645.14,652.1,654.41,644.97,7097528.0,cyb 623 | 621,2012-12-20,652.04,658.31,658.31,648.49,9026823.0,cyb 624 | 622,2012-12-21,658.54,668.09,670.81,655.62,10835753.0,cyb 625 | 623,2012-12-24,666.28,679.76,679.76,665.88,9262876.0,cyb 626 | 624,2012-12-25,679.57,694.12,695.91,678.82,12040809.0,cyb 627 | 625,2012-12-26,693.29,709.08,709.08,691.99,12975128.0,cyb 628 | 626,2012-12-27,709.91,699.57,712.85,699.37,12521587.0,cyb 629 | 627,2012-12-28,698.91,707.67,707.67,694.77,9936140.0,cyb 630 | 628,2012-12-31,708.24,713.86,713.86,703.62,9208257.0,cyb 631 | 629,2013-01-04,717.3,705.34,718.39,699.17,10144828.0,cyb 632 | 630,2013-01-07,704.37,718.11,718.11,702.39,10828472.0,cyb 633 | 631,2013-01-08,718.43,733.14,735.34,716.3,13556817.0,cyb 634 | 632,2013-01-09,732.01,734.51,740.64,727.91,13175455.0,cyb 635 | 633,2013-01-10,734.31,741.18,743.55,734.31,11541677.0,cyb 636 | 634,2013-01-11,740.9,731.59,746.04,730.4,13876465.0,cyb 637 | 635,2013-01-14,735.65,760.55,761.73,735.18,14605320.0,cyb 638 | 636,2013-01-15,763.62,778.6,781.42,763.62,17366908.0,cyb 639 | 637,2013-01-16,777.04,774.48,779.92,762.04,13673648.0,cyb 640 | 638,2013-01-17,773.79,768.31,775.82,767.48,10598854.0,cyb 641 | 639,2013-01-18,771.31,787.39,787.5,771.31,10860702.0,cyb 642 | 640,2013-01-21,788.07,792.6,793.23,783.41,10446622.0,cyb 643 | 641,2013-01-22,792.31,775.14,792.54,769.09,11331764.0,cyb 644 | 642,2013-01-23,773.74,778.48,779.56,765.36,9171227.0,cyb 645 | 643,2013-01-24,778.64,757.87,784.32,750.36,11159146.0,cyb 646 | 644,2013-01-25,757.61,762.85,766.78,756.61,7258003.0,cyb 647 | 645,2013-01-28,764.09,784.76,784.76,764.09,8328960.0,cyb 648 | 646,2013-01-29,785.76,791.67,795.07,785.76,9819117.0,cyb 649 | 647,2013-01-30,791.96,783.68,792.77,778.3,9572741.0,cyb 650 | 648,2013-01-31,784.11,776.01,784.11,771.15,9124011.0,cyb 651 | 649,2013-02-01,775.11,782.36,785.52,772.94,8442919.0,cyb 652 | 650,2013-02-04,783.74,771.9,786.56,767.85,9158984.0,cyb 653 | 651,2013-02-05,768.41,780.98,781.57,765.97,7394332.0,cyb 654 | 652,2013-02-06,781.32,791.26,794.5,781.32,7177630.0,cyb 655 | 653,2013-02-07,792.85,805.59,806.31,789.37,7153997.0,cyb 656 | 654,2013-02-08,804.96,823.03,824.31,804.96,8513248.0,cyb 657 | 655,2013-02-18,829.66,835.28,835.66,825.95,10496588.0,cyb 658 | 656,2013-02-19,834.97,819.71,835.41,816.96,9619500.0,cyb 659 | 657,2013-02-20,819.03,850.86,850.86,819.03,10784608.0,cyb 660 | 658,2013-02-21,846.64,839.3,853.27,829.6,12723522.0,cyb 661 | 659,2013-02-22,837.13,838.76,848.16,836.87,9580222.0,cyb 662 | 660,2013-02-25,838.88,855.69,857.85,838.88,10134053.0,cyb 663 | 661,2013-02-26,853.28,851.22,865.8,849.94,11871814.0,cyb 664 | 662,2013-02-27,852.13,846.09,856.12,835.93,10080143.0,cyb 665 | 663,2013-02-28,846.34,861.09,861.09,844.2,10356164.0,cyb 666 | 664,2013-03-01,860.8,884.89,885.18,859.83,13695510.0,cyb 667 | 665,2013-03-04,880.25,863.5,888.79,855.05,13807495.0,cyb 668 | 666,2013-03-05,861.22,888.1,888.32,857.54,10776581.0,cyb 669 | 667,2013-03-06,890.23,902.9,905.16,890.23,13402306.0,cyb 670 | 668,2013-03-07,902.41,877.34,902.41,867.87,12172461.0,cyb 671 | 669,2013-03-08,877.73,864.7,882.14,861.81,8671512.0,cyb 672 | 670,2013-03-11,863.12,869.15,872.18,858.04,6526881.0,cyb 673 | 671,2013-03-12,869.72,839.84,873.47,828.04,10783893.0,cyb 674 | 672,2013-03-13,835.46,834.05,836.28,821.35,7152213.0,cyb 675 | 673,2013-03-14,832.29,842.04,845.59,831.57,6051635.0,cyb 676 | 674,2013-03-15,841.71,853.91,867.86,839.58,7882427.0,cyb 677 | 675,2013-03-18,852.15,852.12,862.82,850.1,6612163.0,cyb 678 | 676,2013-03-19,850.06,842.68,854.24,829.19,6628980.0,cyb 679 | 677,2013-03-20,842.71,866.27,866.27,842.58,7972105.0,cyb 680 | 678,2013-03-21,867.9,882.73,885.98,866.68,9362198.0,cyb 681 | 679,2013-03-22,881.9,882.0,884.23,876.92,7336864.0,cyb 682 | 680,2013-03-25,882.75,881.76,884.85,874.01,6744977.0,cyb 683 | 681,2013-03-26,878.56,876.36,879.85,862.67,7059627.0,cyb 684 | 682,2013-03-27,876.55,882.75,885.77,874.25,6436412.0,cyb 685 | 683,2013-03-28,877.85,867.51,877.85,861.65,7385805.0,cyb 686 | 684,2013-03-29,868.09,866.46,872.78,860.96,5532532.0,cyb 687 | 685,2013-04-01,866.65,877.0,879.92,865.98,5866251.0,cyb 688 | 686,2013-04-02,875.33,845.16,883.15,843.21,7456575.0,cyb 689 | 687,2013-04-03,842.36,835.14,845.49,827.27,6106939.0,cyb 690 | 688,2013-04-08,824.78,853.48,853.62,817.35,6575442.0,cyb 691 | 689,2013-04-09,854.51,861.99,864.12,853.94,5703842.0,cyb 692 | 690,2013-04-10,861.27,850.53,861.91,843.1,5556804.0,cyb 693 | 691,2013-04-11,853.14,847.78,855.96,847.39,4771678.0,cyb 694 | 692,2013-04-12,847.2,846.61,854.22,845.85,4371018.0,cyb 695 | 693,2013-04-15,844.11,836.34,845.75,834.01,3993101.0,cyb 696 | 694,2013-04-16,828.94,846.05,846.05,824.84,4382004.0,cyb 697 | 695,2013-04-17,845.09,867.51,867.51,844.92,5291209.0,cyb 698 | 696,2013-04-18,862.7,873.48,875.99,860.72,6084981.0,cyb 699 | 697,2013-04-19,874.88,892.21,895.87,874.88,8028408.0,cyb 700 | 698,2013-04-22,890.93,916.02,916.02,889.26,8193787.0,cyb 701 | 699,2013-04-23,916.42,893.79,916.54,892.11,8480976.0,cyb 702 | 700,2013-04-24,894.69,923.41,925.01,894.69,8772878.0,cyb 703 | 701,2013-04-25,924.22,903.63,937.56,903.61,10505929.0,cyb 704 | 702,2013-04-26,901.99,889.38,904.3,886.4,7160700.0,cyb 705 | 703,2013-05-02,887.08,913.65,914.17,883.79,5383285.0,cyb 706 | 704,2013-05-03,916.01,939.21,940.28,916.01,7910952.0,cyb 707 | 705,2013-05-06,941.09,958.02,962.63,941.09,10341541.0,cyb 708 | 706,2013-05-07,956.41,957.44,964.71,949.84,9122569.0,cyb 709 | 707,2013-05-08,960.98,980.08,980.08,960.7,10723616.0,cyb 710 | 708,2013-05-09,978.94,992.16,994.27,978.07,13408967.0,cyb 711 | 709,2013-05-10,989.15,988.3,996.59,977.43,12371031.0,cyb 712 | 710,2013-05-13,989.37,995.11,995.25,978.72,10894688.0,cyb 713 | 711,2013-05-14,992.62,976.33,992.62,971.35,10262555.0,cyb 714 | 712,2013-05-15,976.95,1012.66,1012.67,976.95,11464506.0,cyb 715 | 713,2013-05-16,1010.95,1009.53,1034.35,999.49,16214896.0,cyb 716 | 714,2013-05-17,1006.47,1023.4,1029.11,1004.42,13263336.0,cyb 717 | 715,2013-05-20,1025.17,1051.65,1052.7,1025.17,16894820.0,cyb 718 | 716,2013-05-21,1049.6,1073.58,1074.89,1045.46,17795689.0,cyb 719 | 717,2013-05-22,1067.44,1039.81,1067.5,1036.31,17050076.0,cyb 720 | 718,2013-05-23,1035.31,1042.9,1061.53,1033.12,14146082.0,cyb 721 | 719,2013-05-24,1044.29,1073.78,1073.78,1044.29,15023081.0,cyb 722 | 720,2013-05-27,1075.82,1089.72,1091.25,1075.82,16132261.0,cyb 723 | 721,2013-05-28,1089.77,1059.0,1090.16,1055.64,15413444.0,cyb 724 | 722,2013-05-29,1055.6,1065.96,1067.03,1053.18,11569456.0,cyb 725 | 723,2013-05-30,1063.0,1073.87,1078.46,1059.83,12702507.0,cyb 726 | 724,2013-05-31,1074.48,1073.02,1086.33,1068.07,14032823.0,cyb 727 | 725,2013-06-03,1070.73,1052.14,1074.82,1050.21,12668299.0,cyb 728 | 726,2013-06-04,1049.1,1022.46,1049.26,1011.4,12745387.0,cyb 729 | 727,2013-06-05,1021.02,1032.76,1038.03,1021.02,9397943.0,cyb 730 | 728,2013-06-06,1027.05,1022.13,1031.36,1020.83,9843383.0,cyb 731 | 729,2013-06-07,1022.56,1030.14,1039.65,1018.45,10557897.0,cyb 732 | 730,2013-06-13,1019.47,1029.28,1029.28,986.05,9936155.0,cyb 733 | 731,2013-06-14,1029.93,1068.15,1069.81,1029.93,11803686.0,cyb 734 | 732,2013-06-17,1074.53,1073.69,1091.91,1068.61,13475017.0,cyb 735 | 733,2013-06-18,1073.31,1072.93,1078.53,1053.32,11576012.0,cyb 736 | 734,2013-06-19,1064.74,1067.62,1070.35,1053.8,10743146.0,cyb 737 | 735,2013-06-20,1060.38,1029.53,1067.95,1027.84,11540617.0,cyb 738 | 736,2013-06-21,1007.87,1025.5,1030.13,988.22,11389660.0,cyb 739 | 737,2013-06-24,1023.22,971.45,1023.22,961.84,12623825.0,cyb 740 | 738,2013-06-25,958.35,984.75,991.64,903.67,15317767.0,cyb 741 | 739,2013-06-26,984.94,1038.98,1039.01,984.88,16903147.0,cyb 742 | 740,2013-06-27,1043.66,1022.5,1063.02,1020.46,17666647.0,cyb 743 | 741,2013-06-28,1012.64,1011.66,1037.42,1002.19,12387924.0,cyb 744 | 742,2013-07-01,1011.27,1055.84,1055.84,1005.8,12474594.0,cyb 745 | 743,2013-07-02,1056.91,1083.25,1086.4,1056.91,15790757.0,cyb 746 | 744,2013-07-03,1079.65,1104.58,1108.48,1065.51,16168071.0,cyb 747 | 745,2013-07-04,1097.77,1087.9,1105.79,1085.4,14852731.0,cyb 748 | 746,2013-07-05,1087.69,1057.27,1091.82,1057.13,13408042.0,cyb 749 | 747,2013-07-08,1035.94,1030.6,1057.04,1015.67,12582243.0,cyb 750 | 748,2013-07-09,1028.56,1050.71,1051.51,1026.46,10557293.0,cyb 751 | 749,2013-07-10,1049.21,1068.86,1069.39,1048.73,12160100.0,cyb 752 | 750,2013-07-11,1066.7,1080.78,1082.78,1057.44,13950763.0,cyb 753 | 751,2013-07-12,1079.33,1096.3,1117.69,1077.31,15481149.0,cyb 754 | 752,2013-07-15,1096.19,1139.57,1139.57,1096.19,17356196.0,cyb 755 | 753,2013-07-16,1141.57,1143.19,1153.07,1129.74,17169449.0,cyb 756 | 754,2013-07-17,1140.73,1129.48,1149.47,1118.85,17598208.0,cyb 757 | 755,2013-07-18,1124.79,1127.97,1138.09,1118.63,16214187.0,cyb 758 | 756,2013-07-19,1125.77,1116.01,1156.09,1116.01,18433527.0,cyb 759 | 757,2013-07-22,1109.95,1153.77,1153.77,1107.33,15878729.0,cyb 760 | 758,2013-07-23,1161.08,1178.59,1179.46,1160.45,19928651.0,cyb 761 | 759,2013-07-24,1181.36,1203.31,1208.13,1177.59,20958971.0,cyb 762 | 760,2013-07-25,1205.62,1150.39,1207.23,1148.81,20110375.0,cyb 763 | 761,2013-07-26,1150.25,1158.35,1166.21,1133.16,14411688.0,cyb 764 | 762,2013-07-29,1155.81,1136.98,1168.47,1136.4,13991334.0,cyb 765 | 763,2013-07-30,1137.15,1124.1,1147.02,1095.65,13415517.0,cyb 766 | 764,2013-07-31,1126.1,1134.02,1143.37,1117.34,11352306.0,cyb 767 | 765,2013-08-01,1135.45,1190.11,1191.12,1135.45,16891922.0,cyb 768 | 766,2013-08-02,1196.17,1188.85,1208.32,1187.31,19517891.0,cyb 769 | 767,2013-08-05,1186.73,1202.83,1202.83,1182.54,16244668.0,cyb 770 | 768,2013-08-06,1202.09,1211.78,1219.12,1200.69,16970664.0,cyb 771 | 769,2013-08-07,1208.5,1175.7,1209.37,1173.26,16533909.0,cyb 772 | 770,2013-08-08,1172.08,1185.95,1195.92,1165.32,12980114.0,cyb 773 | 771,2013-08-09,1185.64,1172.52,1194.78,1153.45,14222932.0,cyb 774 | 772,2013-08-12,1174.09,1161.87,1185.37,1146.02,14338272.0,cyb 775 | 773,2013-08-13,1161.49,1172.33,1180.61,1151.68,13353812.0,cyb 776 | 774,2013-08-14,1175.62,1180.66,1186.29,1160.02,16202466.0,cyb 777 | 775,2013-08-15,1177.85,1167.09,1184.4,1165.77,15192214.0,cyb 778 | 776,2013-08-16,1158.96,1132.09,1178.84,1131.44,15946678.0,cyb 779 | 777,2013-08-19,1126.64,1171.4,1172.03,1125.59,13073910.0,cyb 780 | 778,2013-08-20,1170.99,1175.78,1180.99,1164.38,15348980.0,cyb 781 | 779,2013-08-21,1173.61,1181.34,1185.54,1169.49,14205580.0,cyb 782 | 780,2013-08-22,1180.19,1197.13,1204.59,1178.41,15582737.0,cyb 783 | 781,2013-08-23,1200.68,1219.82,1225.89,1188.82,18475567.0,cyb 784 | 782,2013-08-26,1220.97,1238.17,1241.47,1220.58,15475788.0,cyb 785 | 783,2013-08-27,1238.27,1250.75,1251.04,1226.38,15101603.0,cyb 786 | 784,2013-08-28,1244.01,1227.99,1253.4,1227.99,16908632.0,cyb 787 | 785,2013-08-29,1224.61,1226.3,1236.45,1217.52,12459208.0,cyb 788 | 786,2013-08-30,1221.87,1185.15,1226.36,1181.89,15474750.0,cyb 789 | 787,2013-09-02,1179.32,1210.19,1210.53,1178.01,9910558.0,cyb 790 | 788,2013-09-03,1217.77,1234.59,1234.59,1214.3,10850674.0,cyb 791 | 789,2013-09-04,1233.5,1236.35,1245.78,1227.32,11878652.0,cyb 792 | 790,2013-09-05,1233.82,1267.26,1267.53,1233.26,13692141.0,cyb 793 | 791,2013-09-06,1267.84,1282.75,1288.26,1261.57,14537532.0,cyb 794 | 792,2013-09-09,1282.65,1275.91,1283.7,1258.13,15545329.0,cyb 795 | 793,2013-09-10,1277.87,1263.59,1278.04,1254.01,14939381.0,cyb 796 | 794,2013-09-11,1256.66,1220.7,1256.66,1216.37,16208156.0,cyb 797 | 795,2013-09-12,1215.69,1220.63,1236.59,1211.6,10582306.0,cyb 798 | 796,2013-09-13,1221.15,1253.45,1256.04,1210.4,11193164.0,cyb 799 | 797,2013-09-16,1254.47,1278.8,1297.64,1254.47,12435700.0,cyb 800 | 798,2013-09-17,1279.26,1269.36,1285.63,1267.71,11536022.0,cyb 801 | 799,2013-09-18,1268.34,1289.64,1292.33,1262.33,11226571.0,cyb 802 | 800,2013-09-23,1292.76,1326.09,1326.41,1291.33,15010865.0,cyb 803 | 801,2013-09-24,1325.89,1328.4,1340.52,1310.33,16213363.0,cyb 804 | 802,2013-09-25,1324.19,1323.04,1344.39,1320.11,14115350.0,cyb 805 | 803,2013-09-26,1318.52,1306.34,1332.12,1301.14,13170773.0,cyb 806 | 804,2013-09-27,1305.51,1323.76,1330.69,1301.48,12841526.0,cyb 807 | 805,2013-09-30,1329.56,1367.91,1368.66,1329.56,11271965.0,cyb 808 | 806,2013-10-08,1376.36,1387.66,1389.73,1363.9,14307748.0,cyb 809 | 807,2013-10-09,1385.96,1415.83,1418.48,1382.1,15712792.0,cyb 810 | 808,2013-10-10,1422.35,1378.15,1423.96,1377.32,17595100.0,cyb 811 | 809,2013-10-11,1377.98,1379.9,1386.54,1357.49,15418385.0,cyb 812 | 810,2013-10-14,1374.47,1393.6,1394.34,1370.72,15929058.0,cyb 813 | 811,2013-10-15,1397.21,1389.75,1409.5,1378.81,17424881.0,cyb 814 | 812,2013-10-16,1393.01,1335.1,1393.1,1323.87,16294064.0,cyb 815 | 813,2013-10-17,1339.31,1322.99,1355.65,1317.75,16227186.0,cyb 816 | 814,2013-10-18,1327.09,1349.94,1353.97,1327.09,13405969.0,cyb 817 | 815,2013-10-21,1358.88,1400.97,1403.11,1358.88,17347150.0,cyb 818 | 816,2013-10-22,1401.47,1350.47,1408.45,1348.69,21904618.0,cyb 819 | 817,2013-10-23,1336.23,1311.23,1336.23,1293.82,17911764.0,cyb 820 | 818,2013-10-24,1307.11,1295.93,1319.37,1287.88,12197037.0,cyb 821 | 819,2013-10-25,1298.72,1269.17,1304.49,1255.59,14500064.0,cyb 822 | 820,2013-10-28,1264.14,1279.05,1286.0,1262.34,12298115.0,cyb 823 | 821,2013-10-29,1276.27,1261.68,1292.97,1205.0,17475129.0,cyb 824 | 822,2013-10-30,1256.24,1273.29,1274.34,1251.01,12776898.0,cyb 825 | 823,2013-10-31,1266.56,1235.56,1266.56,1232.4,11966456.0,cyb 826 | 824,2013-11-01,1227.69,1221.96,1233.57,1198.81,11666154.0,cyb 827 | 825,2013-11-04,1217.28,1222.46,1240.88,1216.85,10090941.0,cyb 828 | 826,2013-11-05,1217.64,1260.03,1260.37,1208.35,12312914.0,cyb 829 | 827,2013-11-06,1255.47,1241.79,1277.43,1241.76,13869196.0,cyb 830 | 828,2013-11-07,1234.24,1224.05,1250.57,1219.31,10827570.0,cyb 831 | 829,2013-11-08,1215.68,1211.11,1226.32,1204.52,10027417.0,cyb 832 | 830,2013-11-11,1208.26,1212.69,1223.77,1191.18,9151372.0,cyb 833 | 831,2013-11-12,1213.31,1228.35,1233.19,1209.54,11849087.0,cyb 834 | 832,2013-11-13,1226.53,1212.08,1236.39,1210.66,11896718.0,cyb 835 | 833,2013-11-14,1207.45,1249.67,1251.77,1200.71,14711835.0,cyb 836 | 834,2013-11-15,1248.26,1269.05,1287.08,1248.07,17592110.0,cyb 837 | 835,2013-11-18,1275.55,1291.15,1295.21,1275.55,17372801.0,cyb 838 | 836,2013-11-19,1293.06,1298.17,1312.06,1289.91,17254948.0,cyb 839 | 837,2013-11-20,1299.68,1299.26,1303.45,1283.66,14999286.0,cyb 840 | 838,2013-11-21,1295.93,1298.95,1304.74,1288.21,15510614.0,cyb 841 | 839,2013-11-22,1298.47,1295.07,1300.96,1283.88,13785260.0,cyb 842 | 840,2013-11-25,1290.84,1293.8,1305.23,1283.66,13616777.0,cyb 843 | 841,2013-11-26,1291.62,1291.85,1299.67,1280.01,14632953.0,cyb 844 | 842,2013-11-27,1290.19,1329.48,1336.17,1288.58,17314918.0,cyb 845 | 843,2013-11-28,1333.05,1336.66,1342.82,1331.45,17112566.0,cyb 846 | 844,2013-11-29,1335.63,1366.83,1369.12,1335.63,20077894.0,cyb 847 | 845,2013-12-02,1296.7,1253.93,1317.69,1253.34,22464031.0,cyb 848 | 846,2013-12-03,1223.38,1255.33,1261.77,1198.06,19229991.0,cyb 849 | 847,2013-12-04,1249.59,1240.29,1276.06,1240.08,17508512.0,cyb 850 | 848,2013-12-05,1234.5,1202.07,1236.1,1200.46,15902429.0,cyb 851 | 849,2013-12-06,1196.32,1206.78,1215.49,1194.74,11847877.0,cyb 852 | 850,2013-12-09,1211.39,1241.71,1241.77,1211.39,12274145.0,cyb 853 | 851,2013-12-10,1244.57,1231.92,1249.35,1227.06,12573792.0,cyb 854 | 852,2013-12-11,1230.78,1244.51,1255.06,1226.58,11848543.0,cyb 855 | 853,2013-12-12,1242.15,1279.32,1285.27,1238.95,13711614.0,cyb 856 | 854,2013-12-13,1274.17,1278.14,1286.72,1268.65,13409044.0,cyb 857 | 855,2013-12-16,1279.06,1279.96,1293.94,1266.94,14699192.0,cyb 858 | 856,2013-12-17,1278.53,1267.67,1282.17,1248.82,13695909.0,cyb 859 | 857,2013-12-18,1267.77,1256.0,1267.77,1245.96,12548336.0,cyb 860 | 858,2013-12-19,1253.43,1256.08,1281.82,1253.43,12168729.0,cyb 861 | 859,2013-12-20,1255.82,1253.71,1266.03,1246.39,10887876.0,cyb 862 | 860,2013-12-23,1251.41,1242.81,1253.67,1224.99,11405589.0,cyb 863 | 861,2013-12-24,1242.0,1258.82,1264.72,1241.91,12160292.0,cyb 864 | 862,2013-12-25,1262.0,1288.34,1288.85,1258.41,15466452.0,cyb 865 | 863,2013-12-26,1290.87,1269.54,1297.47,1268.14,15968421.0,cyb 866 | 864,2013-12-27,1265.08,1294.3,1297.62,1265.08,16428741.0,cyb 867 | 865,2013-12-30,1294.42,1307.99,1307.99,1292.83,17242559.0,cyb 868 | 866,2013-12-31,1302.67,1304.44,1309.34,1288.94,14670009.0,cyb 869 | 867,2014-01-02,1302.3,1333.0,1333.1,1299.34,16376142.0,cyb 870 | 868,2014-01-03,1332.35,1352.84,1355.12,1331.97,19116662.0,cyb 871 | 869,2014-01-06,1350.31,1323.33,1354.15,1322.72,17027572.0,cyb 872 | 870,2014-01-07,1315.44,1352.28,1355.4,1312.27,14884362.0,cyb 873 | 871,2014-01-08,1363.31,1405.02,1409.21,1363.31,22492878.0,cyb 874 | 872,2014-01-09,1401.8,1380.24,1423.84,1379.65,20653469.0,cyb 875 | 873,2014-01-10,1373.52,1353.3,1385.85,1347.61,13861382.0,cyb 876 | 874,2014-01-13,1352.01,1362.79,1374.15,1349.25,12307289.0,cyb 877 | 875,2014-01-14,1364.8,1400.92,1400.92,1364.8,15252891.0,cyb 878 | 876,2014-01-15,1399.67,1415.32,1417.42,1397.94,16945264.0,cyb 879 | 877,2014-01-16,1415.57,1395.16,1423.12,1392.01,17455991.0,cyb 880 | 878,2014-01-17,1395.03,1395.51,1411.55,1391.62,15810389.0,cyb 881 | 879,2014-01-20,1393.88,1372.74,1400.94,1362.45,16202711.0,cyb 882 | 880,2014-01-21,1370.69,1407.15,1407.45,1370.69,17582378.0,cyb 883 | 881,2014-01-22,1407.46,1431.74,1432.0,1407.46,20805985.0,cyb 884 | 882,2014-01-23,1433.7,1461.53,1472.34,1433.17,22799105.0,cyb 885 | 883,2014-01-24,1458.21,1484.43,1493.64,1455.95,22093328.0,cyb 886 | 884,2014-01-27,1477.46,1477.67,1500.46,1465.14,20450627.0,cyb 887 | 885,2014-01-28,1476.59,1471.34,1486.42,1448.47,16541491.0,cyb 888 | 886,2014-01-29,1472.54,1496.53,1497.72,1469.58,16506821.0,cyb 889 | 887,2014-01-30,1494.12,1495.98,1507.87,1486.82,14843349.0,cyb 890 | 888,2014-02-07,1489.05,1532.69,1532.82,1483.69,15892295.0,cyb 891 | 889,2014-02-10,1536.99,1553.42,1557.03,1525.94,21682497.0,cyb 892 | 890,2014-02-11,1550.62,1527.15,1559.77,1506.04,22927987.0,cyb 893 | 891,2014-02-12,1527.1,1539.97,1540.33,1513.91,21319228.0,cyb 894 | 892,2014-02-13,1537.26,1485.13,1539.66,1484.42,22065731.0,cyb 895 | 893,2014-02-14,1484.56,1515.78,1516.43,1475.95,17613823.0,cyb 896 | 894,2014-02-17,1521.17,1558.62,1559.12,1521.17,21744953.0,cyb 897 | 895,2014-02-18,1558.74,1545.34,1561.77,1539.21,22319417.0,cyb 898 | 896,2014-02-19,1544.64,1544.4,1551.88,1524.39,20648878.0,cyb 899 | 897,2014-02-20,1545.26,1515.16,1545.51,1504.17,18896407.0,cyb 900 | 898,2014-02-21,1512.17,1519.67,1526.03,1503.81,14334863.0,cyb 901 | 899,2014-02-24,1517.97,1540.03,1542.31,1510.46,16353711.0,cyb 902 | 900,2014-02-25,1543.97,1472.69,1571.4,1460.41,25248335.0,cyb 903 | 901,2014-02-26,1452.06,1465.98,1468.0,1415.25,16707338.0,cyb 904 | 902,2014-02-27,1467.27,1414.66,1496.62,1410.97,17271362.0,cyb 905 | 903,2014-02-28,1410.4,1434.89,1436.88,1393.0,13321363.0,cyb 906 | 904,2014-03-03,1433.9,1465.14,1466.23,1431.14,13234945.0,cyb 907 | 905,2014-03-04,1462.26,1460.45,1475.5,1446.27,13269342.0,cyb 908 | 906,2014-03-05,1467.06,1464.58,1471.04,1454.94,12673360.0,cyb 909 | 907,2014-03-06,1461.11,1462.53,1464.41,1427.0,13201713.0,cyb 910 | 908,2014-03-07,1463.93,1460.61,1477.96,1453.62,13195195.0,cyb 911 | 909,2014-03-10,1446.06,1407.07,1446.06,1404.59,13398525.0,cyb 912 | 910,2014-03-11,1399.9,1395.81,1410.38,1380.97,11194251.0,cyb 913 | 911,2014-03-12,1390.86,1399.27,1418.61,1378.89,11410842.0,cyb 914 | 912,2014-03-13,1401.55,1436.86,1437.15,1401.43,9633420.0,cyb 915 | 913,2014-03-14,1433.46,1434.02,1450.38,1424.01,9565163.0,cyb 916 | 914,2014-03-17,1436.1,1477.42,1477.68,1435.32,11510241.0,cyb 917 | 915,2014-03-18,1479.38,1485.64,1493.39,1478.72,13605173.0,cyb 918 | 916,2014-03-19,1481.49,1466.22,1482.3,1456.9,12309232.0,cyb 919 | 917,2014-03-20,1463.07,1417.66,1466.42,1417.17,13673304.0,cyb 920 | 918,2014-03-21,1405.9,1419.84,1427.92,1379.74,12203934.0,cyb 921 | 919,2014-03-24,1411.78,1397.29,1416.86,1392.51,11350111.0,cyb 922 | 920,2014-03-25,1392.14,1394.82,1410.48,1385.0,9708193.0,cyb 923 | 921,2014-03-26,1396.91,1417.61,1424.25,1396.91,10503642.0,cyb 924 | 922,2014-03-27,1415.55,1367.96,1417.36,1367.96,11704150.0,cyb 925 | 923,2014-03-28,1363.87,1330.5,1364.26,1317.41,12565198.0,cyb 926 | 924,2014-03-31,1327.23,1327.8,1340.47,1315.49,8067195.0,cyb 927 | 925,2014-04-01,1327.18,1355.05,1355.73,1326.25,8320095.0,cyb 928 | 926,2014-04-02,1356.68,1327.98,1360.88,1316.9,8936018.0,cyb 929 | 927,2014-04-03,1326.81,1326.18,1344.32,1318.82,8771988.0,cyb 930 | 928,2014-04-04,1323.41,1346.74,1347.05,1316.95,8297504.0,cyb 931 | 929,2014-04-08,1335.39,1351.18,1351.83,1327.8,9691708.0,cyb 932 | 930,2014-04-09,1355.37,1370.46,1376.69,1355.37,11938833.0,cyb 933 | 931,2014-04-10,1374.61,1381.14,1395.04,1374.61,14063900.0,cyb 934 | 932,2014-04-11,1370.4,1363.9,1370.4,1352.13,10808003.0,cyb 935 | 933,2014-04-14,1367.75,1372.73,1378.32,1367.75,9870846.0,cyb 936 | 934,2014-04-15,1375.69,1369.89,1380.86,1367.23,9744830.0,cyb 937 | 935,2014-04-16,1365.83,1359.3,1367.91,1353.78,8503591.0,cyb 938 | 936,2014-04-17,1360.75,1367.59,1373.85,1360.75,8546019.0,cyb 939 | 937,2014-04-18,1365.36,1377.42,1377.84,1362.61,8829689.0,cyb 940 | 938,2014-04-21,1367.93,1363.85,1384.69,1363.01,9889346.0,cyb 941 | 939,2014-04-22,1361.58,1336.19,1367.63,1317.1,10385272.0,cyb 942 | 940,2014-04-23,1332.93,1324.82,1338.67,1318.23,7198605.0,cyb 943 | 941,2014-04-24,1325.86,1319.51,1326.96,1303.23,8919226.0,cyb 944 | 942,2014-04-25,1316.37,1291.9,1318.07,1290.36,8835224.0,cyb 945 | 943,2014-04-28,1283.64,1257.26,1283.87,1256.12,9609466.0,cyb 946 | 944,2014-04-29,1253.24,1266.54,1274.21,1248.32,7814229.0,cyb 947 | 945,2014-04-30,1266.34,1283.21,1287.77,1266.34,7374832.0,cyb 948 | 946,2014-05-05,1281.16,1302.15,1302.68,1279.31,7805789.0,cyb 949 | 947,2014-05-06,1301.59,1316.86,1327.8,1301.59,9736761.0,cyb 950 | 948,2014-05-07,1313.38,1290.03,1313.38,1289.56,9100635.0,cyb 951 | 949,2014-05-08,1284.44,1279.84,1300.83,1279.29,8548140.0,cyb 952 | 950,2014-05-09,1279.68,1258.58,1282.82,1249.56,8506314.0,cyb 953 | 951,2014-05-12,1263.92,1278.28,1281.1,1250.94,8980389.0,cyb 954 | 952,2014-05-13,1274.57,1276.24,1293.82,1273.33,9329826.0,cyb 955 | 953,2014-05-14,1273.21,1278.66,1282.34,1269.24,8878107.0,cyb 956 | 954,2014-05-15,1276.64,1253.88,1283.43,1253.62,10236024.0,cyb 957 | 955,2014-05-16,1250.38,1226.47,1252.39,1210.81,9953688.0,cyb 958 | 956,2014-05-19,1224.65,1228.37,1233.84,1213.99,8545538.0,cyb 959 | 957,2014-05-20,1239.65,1244.65,1261.94,1239.65,10926750.0,cyb 960 | 958,2014-05-21,1241.02,1257.8,1257.8,1231.86,9256264.0,cyb 961 | 959,2014-05-22,1259.87,1269.51,1287.87,1259.87,12565253.0,cyb 962 | 960,2014-05-23,1269.18,1296.0,1296.83,1262.1,12017865.0,cyb 963 | 961,2014-05-26,1301.86,1320.76,1323.84,1301.86,15387081.0,cyb 964 | 962,2014-05-27,1319.66,1306.28,1319.66,1303.15,13090007.0,cyb 965 | 963,2014-05-28,1306.29,1338.97,1339.03,1306.29,16564285.0,cyb 966 | 964,2014-05-29,1338.3,1314.21,1341.57,1312.42,14197108.0,cyb 967 | 965,2014-05-30,1312.3,1318.13,1323.59,1300.09,12574903.0,cyb 968 | 966,2014-06-03,1317.99,1319.62,1332.78,1317.99,12791586.0,cyb 969 | 967,2014-06-04,1318.33,1321.72,1321.72,1303.36,13109901.0,cyb 970 | 968,2014-06-05,1320.14,1355.48,1356.53,1317.53,15641622.0,cyb 971 | 969,2014-06-06,1354.91,1350.45,1362.98,1340.83,16552682.0,cyb 972 | 970,2014-06-09,1348.77,1326.68,1349.92,1326.63,13532664.0,cyb 973 | 971,2014-06-10,1327.1,1353.87,1356.97,1316.84,15779122.0,cyb 974 | 972,2014-06-11,1350.38,1367.39,1371.25,1348.4,18025290.0,cyb 975 | 973,2014-06-12,1364.41,1363.74,1375.97,1358.08,17077623.0,cyb 976 | 974,2014-06-13,1361.09,1382.73,1386.35,1359.65,18362713.0,cyb 977 | 975,2014-06-16,1384.16,1395.61,1397.63,1384.16,19278958.0,cyb 978 | 976,2014-06-17,1396.38,1377.43,1396.38,1377.4,17134809.0,cyb 979 | 977,2014-06-18,1377.58,1363.99,1384.87,1363.75,15282855.0,cyb 980 | 978,2014-06-19,1363.45,1320.66,1370.31,1310.49,16903318.0,cyb 981 | 979,2014-06-20,1319.11,1333.98,1335.65,1313.14,11907174.0,cyb 982 | 980,2014-06-23,1335.18,1361.28,1366.59,1335.18,14514949.0,cyb 983 | 981,2014-06-24,1360.08,1369.44,1372.16,1359.13,14517845.0,cyb 984 | 982,2014-06-25,1368.66,1358.71,1368.66,1347.82,13895424.0,cyb 985 | 983,2014-06-26,1360.2,1386.27,1391.3,1360.2,18635117.0,cyb 986 | 984,2014-06-27,1388.38,1388.81,1397.96,1382.07,18283794.0,cyb 987 | 985,2014-06-30,1388.47,1404.71,1404.71,1374.3,18787736.0,cyb 988 | 986,2014-07-01,1405.44,1411.74,1415.33,1398.15,19457801.0,cyb 989 | 987,2014-07-02,1413.17,1419.94,1425.3,1402.22,20532463.0,cyb 990 | 988,2014-07-03,1419.81,1422.6,1428.67,1412.16,20417851.0,cyb 991 | 989,2014-07-04,1421.68,1411.64,1423.89,1406.21,19215140.0,cyb 992 | 990,2014-07-07,1411.99,1393.89,1411.99,1381.94,18228061.0,cyb 993 | 991,2014-07-08,1392.35,1410.72,1410.72,1379.49,18990540.0,cyb 994 | 992,2014-07-09,1410.39,1384.58,1418.68,1384.26,21751111.0,cyb 995 | 993,2014-07-10,1384.45,1363.88,1387.89,1362.35,16514057.0,cyb 996 | 994,2014-07-11,1361.57,1359.34,1372.12,1351.77,15365743.0,cyb 997 | 995,2014-07-14,1358.17,1367.07,1367.82,1342.56,17042173.0,cyb 998 | 996,2014-07-15,1364.08,1341.27,1366.16,1332.87,19208905.0,cyb 999 | 997,2014-07-16,1338.92,1318.61,1344.36,1310.86,16034403.0,cyb 1000 | 998,2014-07-17,1315.09,1312.81,1323.24,1304.58,11842502.0,cyb 1001 | 999,2014-07-18,1309.96,1305.92,1321.93,1300.76,11155743.0,cyb 1002 | 1000,2014-07-21,1304.72,1306.96,1313.56,1287.23,12051162.0,cyb 1003 | 1001,2014-07-22,1306.32,1329.35,1330.29,1305.03,12251800.0,cyb 1004 | 1002,2014-07-23,1330.14,1293.09,1332.36,1287.64,14436101.0,cyb 1005 | 1003,2014-07-24,1291.48,1271.88,1291.48,1255.69,14051676.0,cyb 1006 | 1004,2014-07-25,1271.43,1285.77,1288.67,1270.36,10526882.0,cyb 1007 | 1005,2014-07-28,1289.1,1314.53,1316.04,1286.66,13836976.0,cyb 1008 | 1006,2014-07-29,1315.75,1331.76,1337.53,1310.84,15257236.0,cyb 1009 | 1007,2014-07-30,1330.19,1342.74,1345.35,1329.07,15005274.0,cyb 1010 | 1008,2014-07-31,1342.73,1344.54,1346.22,1334.26,13773804.0,cyb 1011 | 1009,2014-08-01,1339.98,1325.94,1343.58,1324.19,16091302.0,cyb 1012 | 1010,2014-08-04,1325.01,1329.82,1331.8,1324.26,12393537.0,cyb 1013 | 1011,2014-08-05,1330.32,1360.69,1363.12,1321.2,19490645.0,cyb 1014 | 1012,2014-08-06,1357.53,1365.74,1368.53,1353.95,15491641.0,cyb 1015 | 1013,2014-08-07,1365.18,1362.03,1381.46,1361.33,16000260.0,cyb 1016 | 1014,2014-08-08,1368.06,1377.44,1381.44,1368.06,14450098.0,cyb 1017 | 1015,2014-08-11,1379.47,1397.78,1397.97,1379.47,17239951.0,cyb 1018 | 1016,2014-08-12,1398.15,1396.44,1402.75,1393.11,17256326.0,cyb 1019 | 1017,2014-08-13,1396.26,1384.31,1397.1,1370.08,18046571.0,cyb 1020 | 1018,2014-08-14,1384.72,1380.3,1394.52,1378.95,18617046.0,cyb 1021 | 1019,2014-08-15,1382.87,1392.45,1392.49,1377.93,17949342.0,cyb 1022 | 1020,2014-08-18,1394.64,1428.74,1429.0,1394.64,22445292.0,cyb 1023 | 1021,2014-08-19,1436.42,1436.4,1446.79,1427.06,24187900.0,cyb 1024 | 1022,2014-08-20,1438.29,1427.4,1438.29,1421.92,19028784.0,cyb 1025 | 1023,2014-08-21,1428.63,1447.88,1447.91,1421.24,19577488.0,cyb 1026 | 1024,2014-08-22,1450.1,1461.72,1465.67,1446.04,22099973.0,cyb 1027 | 1025,2014-08-25,1461.21,1443.81,1461.49,1439.85,19962446.0,cyb 1028 | 1026,2014-08-26,1440.7,1411.15,1443.6,1406.34,18360054.0,cyb 1029 | 1027,2014-08-27,1411.76,1420.54,1427.31,1411.76,13789763.0,cyb 1030 | 1028,2014-08-28,1423.34,1403.8,1424.29,1398.56,13699751.0,cyb 1031 | 1029,2014-08-29,1400.84,1424.47,1424.47,1400.83,11562446.0,cyb 1032 | 1030,2014-09-01,1428.36,1452.84,1453.12,1427.93,15490858.0,cyb 1033 | 1031,2014-09-02,1457.51,1465.03,1465.04,1452.71,20826444.0,cyb 1034 | 1032,2014-09-03,1468.09,1477.67,1479.83,1461.23,23968683.0,cyb 1035 | 1033,2014-09-04,1478.33,1495.51,1495.81,1472.89,24424653.0,cyb 1036 | 1034,2014-09-05,1497.99,1489.83,1498.26,1482.04,21209165.0,cyb 1037 | 1035,2014-09-09,1492.44,1494.02,1497.42,1479.06,21566028.0,cyb 1038 | 1036,2014-09-10,1491.41,1504.91,1506.47,1484.71,21773264.0,cyb 1039 | 1037,2014-09-11,1506.0,1513.01,1532.31,1502.39,26218382.0,cyb 1040 | 1038,2014-09-12,1512.4,1524.12,1524.32,1506.88,20829285.0,cyb 1041 | 1039,2014-09-15,1522.57,1526.14,1528.57,1517.3,23470990.0,cyb 1042 | 1040,2014-09-16,1527.06,1473.13,1529.4,1471.61,27119821.0,cyb 1043 | 1041,2014-09-17,1473.52,1479.12,1481.06,1456.5,17503913.0,cyb 1044 | 1042,2014-09-18,1477.31,1490.79,1492.61,1474.65,15765159.0,cyb 1045 | 1043,2014-09-19,1492.1,1499.12,1501.39,1486.28,16834430.0,cyb 1046 | 1044,2014-09-22,1496.96,1483.35,1496.96,1480.18,18443515.0,cyb 1047 | 1045,2014-09-23,1485.51,1500.99,1502.04,1483.04,17264769.0,cyb 1048 | 1046,2014-09-24,1501.04,1517.42,1517.42,1497.89,20795696.0,cyb 1049 | 1047,2014-09-25,1520.1,1508.42,1523.25,1505.65,22699612.0,cyb 1050 | 1048,2014-09-26,1506.31,1511.36,1512.8,1502.5,18315997.0,cyb 1051 | 1049,2014-09-29,1515.38,1526.18,1526.36,1515.38,21163797.0,cyb 1052 | 1050,2014-09-30,1527.26,1540.87,1540.95,1527.26,19584148.0,cyb 1053 | 1051,2014-10-08,1543.59,1557.57,1557.57,1537.01,21221706.0,cyb 1054 | 1052,2014-10-09,1562.1,1561.17,1569.06,1541.67,25641919.0,cyb 1055 | 1053,2014-10-10,1559.93,1554.22,1563.87,1546.22,22691637.0,cyb 1056 | 1054,2014-10-13,1548.18,1548.33,1548.88,1527.7,21551881.0,cyb 1057 | 1055,2014-10-14,1546.67,1539.12,1560.06,1532.44,20848818.0,cyb 1058 | 1056,2014-10-15,1539.35,1545.62,1545.75,1527.19,19598465.0,cyb 1059 | 1057,2014-10-16,1539.86,1526.56,1551.84,1526.54,20861354.0,cyb 1060 | 1058,2014-10-17,1527.46,1511.05,1529.55,1488.47,20135109.0,cyb 1061 | 1059,2014-10-20,1513.42,1532.38,1532.38,1513.42,14849203.0,cyb 1062 | 1060,2014-10-21,1535.07,1517.48,1537.67,1515.93,15816636.0,cyb 1063 | 1061,2014-10-22,1518.8,1504.55,1524.8,1503.82,15915656.0,cyb 1064 | 1062,2014-10-23,1500.55,1477.84,1501.72,1474.04,16279293.0,cyb 1065 | 1063,2014-10-24,1478.34,1477.59,1493.53,1473.06,12401052.0,cyb 1066 | 1064,2014-10-27,1473.66,1492.01,1492.01,1465.96,14263073.0,cyb 1067 | 1065,2014-10-28,1495.69,1522.05,1522.05,1495.69,17756331.0,cyb 1068 | 1066,2014-10-29,1525.98,1530.08,1535.8,1524.08,21378044.0,cyb 1069 | 1067,2014-10-30,1532.91,1525.77,1539.21,1522.64,19050519.0,cyb 1070 | 1068,2014-10-31,1527.6,1513.27,1529.55,1502.24,18562325.0,cyb 1071 | 1069,2014-11-03,1513.25,1529.89,1529.9,1513.2,17033744.0,cyb 1072 | 1070,2014-11-04,1531.82,1516.4,1538.18,1514.46,17887450.0,cyb 1073 | 1071,2014-11-05,1514.77,1512.49,1517.02,1505.98,14780292.0,cyb 1074 | 1072,2014-11-06,1513.72,1532.52,1532.87,1510.78,15875527.0,cyb 1075 | 1073,2014-11-07,1535.49,1522.62,1543.72,1517.29,20891040.0,cyb 1076 | 1074,2014-11-10,1525.2,1514.82,1526.38,1506.8,16067553.0,cyb 1077 | 1075,2014-11-11,1513.53,1461.51,1514.37,1452.03,21596510.0,cyb 1078 | 1076,2014-11-12,1457.24,1475.75,1476.03,1455.09,13969499.0,cyb 1079 | 1077,2014-11-13,1473.74,1442.86,1473.74,1434.27,17414929.0,cyb 1080 | 1078,2014-11-14,1438.97,1441.21,1449.1,1435.5,12663598.0,cyb 1081 | 1079,2014-11-17,1444.06,1471.69,1474.36,1437.99,13918227.0,cyb 1082 | 1080,2014-11-18,1471.08,1481.86,1483.14,1470.51,12484839.0,cyb 1083 | 1081,2014-11-19,1488.46,1505.55,1509.73,1488.46,15606058.0,cyb 1084 | 1082,2014-11-20,1504.58,1494.59,1504.58,1491.65,14503131.0,cyb 1085 | 1083,2014-11-21,1493.16,1504.83,1508.22,1493.16,15206725.0,cyb 1086 | 1084,2014-11-24,1513.43,1507.81,1515.84,1497.85,18094254.0,cyb 1087 | 1085,2014-11-25,1510.62,1541.92,1541.92,1510.25,21329324.0,cyb 1088 | 1086,2014-11-26,1544.69,1554.22,1561.3,1544.1,21577370.0,cyb 1089 | 1087,2014-11-27,1557.77,1563.41,1566.83,1548.29,23686674.0,cyb 1090 | 1088,2014-11-28,1562.83,1570.85,1582.48,1558.31,25520127.0,cyb 1091 | 1089,2014-12-01,1569.65,1552.31,1569.65,1544.18,22709753.0,cyb 1092 | 1090,2014-12-02,1554.46,1565.42,1567.54,1552.13,20650691.0,cyb 1093 | 1091,2014-12-03,1568.47,1604.45,1604.88,1540.42,30089867.0,cyb 1094 | 1092,2014-12-04,1604.89,1621.84,1631.31,1604.89,26899516.0,cyb 1095 | 1093,2014-12-05,1626.12,1581.91,1626.12,1544.46,29046141.0,cyb 1096 | 1094,2014-12-08,1575.3,1567.16,1600.86,1554.79,26040994.0,cyb 1097 | 1095,2014-12-09,1557.02,1504.62,1577.75,1504.23,29630278.0,cyb 1098 | 1096,2014-12-10,1499.33,1572.69,1576.89,1499.33,22694195.0,cyb 1099 | 1097,2014-12-11,1572.6,1587.67,1593.38,1563.31,22251396.0,cyb 1100 | 1098,2014-12-12,1588.24,1623.57,1626.34,1586.75,21641050.0,cyb 1101 | 1099,2014-12-15,1623.6,1657.5,1664.26,1619.7,22168990.0,cyb 1102 | 1100,2014-12-16,1665.3,1649.58,1674.98,1636.18,20250357.0,cyb 1103 | 1101,2014-12-17,1639.15,1644.21,1652.97,1623.7,20235829.0,cyb 1104 | 1102,2014-12-18,1641.58,1634.05,1663.67,1633.26,17653811.0,cyb 1105 | 1103,2014-12-19,1627.8,1596.81,1627.8,1568.98,19852326.0,cyb 1106 | 1104,2014-12-22,1583.95,1517.93,1583.95,1510.05,21296532.0,cyb 1107 | 1105,2014-12-23,1501.53,1496.53,1543.35,1489.12,16067375.0,cyb 1108 | 1106,2014-12-24,1502.67,1519.8,1524.27,1501.23,14578911.0,cyb 1109 | 1107,2014-12-25,1521.99,1529.47,1531.64,1514.23,14030107.0,cyb 1110 | 1108,2014-12-26,1531.2,1536.08,1539.16,1524.01,13861501.0,cyb 1111 | 1109,2014-12-29,1531.12,1499.4,1531.12,1491.21,18402872.0,cyb 1112 | 1110,2014-12-30,1491.1,1460.11,1493.44,1450.05,16799418.0,cyb 1113 | 1111,2014-12-31,1455.68,1471.76,1479.86,1451.29,14413885.0,cyb 1114 | 1112,2015-01-05,1470.58,1464.77,1470.58,1429.08,17918525.0,cyb 1115 | 1113,2015-01-06,1458.57,1539.83,1542.15,1454.14,23463899.0,cyb 1116 | 1114,2015-01-07,1542.4,1523.39,1547.25,1517.37,18445958.0,cyb 1117 | 1115,2015-01-08,1516.83,1541.89,1565.77,1516.83,18696816.0,cyb 1118 | 1116,2015-01-09,1535.33,1553.24,1583.75,1534.61,18988280.0,cyb 1119 | 1117,2015-01-12,1552.05,1586.12,1587.18,1550.62,16188545.0,cyb 1120 | 1118,2015-01-13,1587.69,1601.17,1611.12,1578.4,17954629.0,cyb 1121 | 1119,2015-01-14,1598.72,1588.01,1605.16,1579.55,15881401.0,cyb 1122 | 1120,2015-01-15,1584.68,1586.33,1606.56,1578.22,14727005.0,cyb 1123 | 1121,2015-01-16,1586.71,1639.56,1641.53,1586.64,18420218.0,cyb 1124 | 1122,2015-01-19,1608.25,1630.06,1691.14,1599.66,26167227.0,cyb 1125 | 1123,2015-01-20,1635.57,1700.85,1700.94,1635.57,26255330.0,cyb 1126 | 1124,2015-01-21,1704.1,1722.58,1729.84,1701.87,29807348.0,cyb 1127 | 1125,2015-01-22,1723.24,1744.04,1744.08,1716.39,25850791.0,cyb 1128 | 1126,2015-01-23,1742.09,1697.29,1742.09,1693.52,23622923.0,cyb 1129 | 1127,2015-01-26,1698.98,1739.79,1740.37,1698.98,20324148.0,cyb 1130 | 1128,2015-01-27,1742.46,1743.68,1754.21,1715.53,22208741.0,cyb 1131 | 1129,2015-01-28,1741.07,1731.41,1759.0,1727.92,22204673.0,cyb 1132 | 1130,2015-01-29,1717.4,1711.37,1733.63,1709.36,17053769.0,cyb 1133 | 1131,2015-01-30,1712.85,1680.58,1721.14,1679.69,17600388.0,cyb 1134 | 1132,2015-02-02,1667.12,1696.83,1708.71,1660.05,16017327.0,cyb 1135 | 1133,2015-02-03,1703.93,1750.91,1762.73,1703.93,22107001.0,cyb 1136 | 1134,2015-02-04,1753.77,1757.74,1770.2,1743.02,21675339.0,cyb 1137 | 1135,2015-02-05,1757.23,1774.31,1809.72,1741.96,27268283.0,cyb 1138 | 1136,2015-02-06,1772.35,1730.97,1783.62,1725.64,22554474.0,cyb 1139 | 1137,2015-02-09,1727.22,1708.84,1753.5,1702.56,17274077.0,cyb 1140 | 1138,2015-02-10,1707.26,1747.68,1747.86,1700.88,14723102.0,cyb 1141 | 1139,2015-02-11,1748.23,1772.84,1783.24,1748.23,17429104.0,cyb 1142 | 1140,2015-02-12,1777.22,1788.81,1799.45,1776.35,18833002.0,cyb 1143 | 1141,2015-02-13,1798.54,1825.49,1828.23,1796.41,23434640.0,cyb 1144 | 1142,2015-02-16,1836.71,1896.63,1897.66,1836.71,25701181.0,cyb 1145 | 1143,2015-02-17,1908.18,1894.31,1909.91,1873.17,20837924.0,cyb 1146 | 1144,2015-02-25,1899.39,1876.74,1909.65,1872.1,22085809.0,cyb 1147 | 1145,2015-02-26,1875.33,1880.39,1891.78,1847.73,22057948.0,cyb 1148 | 1146,2015-02-27,1880.63,1928.04,1928.04,1880.63,25087029.0,cyb 1149 | 1147,2015-03-02,1944.11,1986.99,1987.8,1940.32,32869530.0,cyb 1150 | 1148,2015-03-03,1987.33,1961.74,2004.03,1961.01,33661207.0,cyb 1151 | 1149,2015-03-04,1960.54,2009.83,2011.08,1960.54,29329329.0,cyb 1152 | 1150,2015-03-05,2015.7,2014.79,2032.22,1997.46,30333941.0,cyb 1153 | 1151,2015-03-06,2016.81,1951.4,2018.18,1949.29,27454184.0,cyb 1154 | 1152,2015-03-09,1941.42,1994.39,1996.9,1932.82,23708889.0,cyb 1155 | 1153,2015-03-10,2001.19,2045.32,2048.3,2001.19,26879782.0,cyb 1156 | 1154,2015-03-11,2050.76,2035.83,2054.77,2022.32,27548627.0,cyb 1157 | 1155,2015-03-12,2034.62,2018.13,2054.39,1984.91,27515746.0,cyb 1158 | 1156,2015-03-13,2020.66,2069.07,2070.95,2011.17,25475091.0,cyb 1159 | 1157,2015-03-16,2088.2,2142.67,2144.78,2088.2,34782781.0,cyb 1160 | 1158,2015-03-17,2149.37,2137.46,2164.49,2117.78,37031744.0,cyb 1161 | 1159,2015-03-18,2138.37,2182.92,2186.02,2124.98,37750039.0,cyb 1162 | 1160,2015-03-19,2184.76,2183.88,2192.55,2160.99,34983556.0,cyb 1163 | 1161,2015-03-20,2187.47,2213.77,2232.08,2187.01,35792059.0,cyb 1164 | 1162,2015-03-23,2225.85,2293.65,2293.92,2221.71,39047312.0,cyb 1165 | 1163,2015-03-24,2310.51,2357.97,2363.05,2253.2,48344705.0,cyb 1166 | 1164,2015-03-25,2364.94,2385.01,2405.56,2344.11,42627895.0,cyb 1167 | 1165,2015-03-26,2362.45,2291.79,2370.29,2270.79,43457615.0,cyb 1168 | 1166,2015-03-27,2274.677,2323.819,2326.418,2326.418,31041900.84,cyb 1169 | 1167,2015-03-30,2319.31,2290.48,2332.6,2266.85,33193596.0,cyb 1170 | 1168,2015-03-31,2294.32,2335.17,2358.21,2288.31,34588776.0,cyb 1171 | 1169,2015-04-01,2347.0,2404.91,2407.49,2345.75,34211588.0,cyb 1172 | 1170,2015-04-02,2434.76,2475.32,2475.32,2420.19,39817436.0,cyb 1173 | 1171,2015-04-03,2469.85,2510.16,2515.57,2460.94,39200267.0,cyb 1174 | 1172,2015-04-07,2530.07,2556.7,2557.87,2522.26,39071936.0,cyb 1175 | 1173,2015-04-08,2566.94,2488.16,2568.09,2442.82,43774348.0,cyb 1176 | 1174,2015-04-09,2481.69,2496.49,2501.3,2346.89,40257707.0,cyb 1177 | 1175,2015-04-10,2475.55,2552.83,2567.68,2457.82,35139349.0,cyb 1178 | 1176,2015-04-13,2558.19,2577.78,2596.92,2545.26,38288465.0,cyb 1179 | 1177,2015-04-14,2584.59,2558.85,2593.7,2539.94,36477492.0,cyb 1180 | 1178,2015-04-15,2548.99,2441.74,2548.99,2441.74,36021332.0,cyb 1181 | 1179,2015-04-16,2420.93,2484.33,2532.3,2407.85,30450605.0,cyb 1182 | 1180,2015-04-17,2507.47,2463.99,2511.98,2453.28,33251374.0,cyb 1183 | 1181,2015-04-20,2462.41,2424.85,2493.2,2411.34,34510159.0,cyb 1184 | 1182,2015-04-21,2443.12,2566.09,2566.09,2443.12,32057303.0,cyb 1185 | 1183,2015-04-22,2610.74,2634.93,2655.37,2610.74,37301989.0,cyb 1186 | 1184,2015-04-23,2656.18,2706.19,2718.26,2656.18,38248609.0,cyb 1187 | 1185,2015-04-24,2689.91,2734.75,2747.62,2672.2,36429962.0,cyb 1188 | 1186,2015-04-27,2781.6,2747.5,2806.75,2737.15,34684443.0,cyb 1189 | 1187,2015-04-28,2764.41,2687.97,2779.2,2650.43,34410029.0,cyb 1190 | 1188,2015-04-29,2693.48,2797.52,2798.51,2674.76,29865932.0,cyb 1191 | 1189,2015-04-30,2825.16,2857.89,2918.75,2825.16,34285826.0,cyb 1192 | 1190,2015-05-04,2868.1,2845.25,2884.44,2803.82,29104457.0,cyb 1193 | 1191,2015-05-05,2830.79,2783.44,2845.71,2753.87,30083796.0,cyb 1194 | 1192,2015-05-06,2806.3,2846.56,2927.03,2806.3,34768114.0,cyb 1195 | 1193,2015-05-07,2824.82,2806.05,2879.68,2801.47,30603594.0,cyb 1196 | 1194,2015-05-08,2838.97,2973.6,2974.37,2838.97,38363322.0,cyb 1197 | 1195,2015-05-11,3015.43,3146.83,3150.49,2991.33,48013490.0,cyb 1198 | 1196,2015-05-12,3176.54,3250.3,3254.99,3133.96,51249204.0,cyb 1199 | 1197,2015-05-13,3185.34,3192.15,3271.18,3123.92,46156896.0,cyb 1200 | 1198,2015-05-14,3174.45,3141.59,3228.03,3137.27,44148589.0,cyb 1201 | 1199,2015-05-15,3109.11,3145.33,3176.11,3059.86,40803046.0,cyb 1202 | 1200,2015-05-18,3178.37,3278.48,3286.41,3178.37,42156099.0,cyb 1203 | 1201,2015-05-19,3310.09,3322.77,3340.42,3206.78,44285352.0,cyb 1204 | 1202,2015-05-20,3339.17,3406.28,3471.95,3339.17,46165533.0,cyb 1205 | 1203,2015-05-21,3421.61,3527.41,3531.84,3421.45,44954142.0,cyb 1206 | 1204,2015-05-22,3594.59,3516.63,3618.24,3438.57,57570182.0,cyb 1207 | 1205,2015-05-25,3415.67,3467.92,3499.53,3370.84,45619499.0,cyb 1208 | 1206,2015-05-26,3471.79,3618.23,3619.49,3471.79,45465316.0,cyb 1209 | 1207,2015-05-27,3638.21,3628.67,3662.98,3546.58,49660294.0,cyb 1210 | 1208,2015-05-28,3618.34,3432.98,3677.32,3432.98,54111024.0,cyb 1211 | 1209,2015-05-29,3444.06,3542.84,3595.17,3328.46,49995029.0,cyb 1212 | 1210,2015-06-01,3580.08,3718.75,3722.86,3580.08,43302739.0,cyb 1213 | 1211,2015-06-02,3757.1,3901.54,3912.48,3756.09,50081950.0,cyb 1214 | 1212,2015-06-03,3949.28,3982.25,4011.04,3838.22,49970439.0,cyb 1215 | 1213,2015-06-04,3991.8,3943.47,4015.2,3695.83,47259473.0,cyb 1216 | 1214,2015-06-05,3994.44,3885.83,4037.96,3841.42,46810857.0,cyb 1217 | 1215,2015-06-08,3862.8,3704.55,3862.8,3643.03,44704761.0,cyb 1218 | 1216,2015-06-09,3664.37,3705.54,3793.36,3633.72,38942847.0,cyb 1219 | 1217,2015-06-10,3695.06,3834.7,3876.85,3676.76,43364843.0,cyb 1220 | 1218,2015-06-11,3843.98,3862.14,3884.37,3815.06,44129785.0,cyb 1221 | 1219,2015-06-12,3889.16,3899.71,3922.7,3850.59,44912714.0,cyb 1222 | 1220,2015-06-15,3919.36,3696.03,3919.36,3688.89,47406718.0,cyb 1223 | 1221,2015-06-16,3636.79,3590.67,3669.82,3475.35,43314292.0,cyb 1224 | 1222,2015-06-17,3586.37,3741.36,3754.37,3511.11,39791389.0,cyb 1225 | 1223,2015-06-18,3734.91,3504.55,3752.18,3497.73,38221169.0,cyb 1226 | 1224,2015-06-19,3408.53,3314.98,3476.03,3304.65,36852902.0,cyb 1227 | 1225,2015-06-23,3314.89,3393.94,3397.27,3154.6,38158329.0,cyb 1228 | 1226,2015-06-24,3425.57,3383.4,3459.46,3304.67,37628646.0,cyb 1229 | 1227,2015-06-25,3403.63,3206.38,3408.23,3172.37,36857093.0,cyb 1230 | 1228,2015-06-26,3078.4,2920.7,3078.4,2915.94,35432057.0,cyb 1231 | 1229,2015-06-29,2943.5,2689.76,2950.13,2663.44,38531843.0,cyb 1232 | 1230,2015-06-30,2566.02,2858.61,2875.09,2485.46,54686572.0,cyb 1233 | 1231,2015-07-01,2842.17,2759.41,3008.19,2743.61,52601141.0,cyb 1234 | 1232,2015-07-02,2756.25,2649.32,2825.15,2591.05,45280318.0,cyb 1235 | 1233,2015-07-03,2559.02,2605.28,2788.76,2458.28,47079751.0,cyb 1236 | 1234,2015-07-06,2795.67,2493.83,2795.67,2417.56,51605867.0,cyb 1237 | 1235,2015-07-07,2398.1,2352.01,2415.68,2350.97,18897954.0,cyb 1238 | 1236,2015-07-08,2304.76,2364.05,2364.08,2304.76,44477612.0,cyb 1239 | 1237,2015-07-09,2338.11,2435.75,2435.75,2338.11,22948808.0,cyb 1240 | 1238,2015-07-10,2487.39,2535.89,2535.89,2478.86,13426826.0,cyb 1241 | 1239,2015-07-13,2612.77,2683.07,2683.07,2592.2,25235637.0,cyb 1242 | 1240,2015-07-14,2725.04,2726.05,2827.55,2715.98,40597843.0,cyb 1243 | 1241,2015-07-15,2750.66,2590.03,2750.66,2583.46,50649969.0,cyb 1244 | 1242,2015-07-16,2526.65,2627.08,2698.16,2439.24,52481075.0,cyb 1245 | 1243,2015-07-17,2651.44,2783.32,2805.8,2646.5,46866248.0,cyb 1246 | 1244,2015-07-20,2820.72,2848.3,2907.15,2777.91,57264696.0,cyb 1247 | 1245,2015-07-21,2802.02,2882.9,2917.41,2779.53,48846235.0,cyb 1248 | 1246,2015-07-22,2882.06,2897.37,2932.06,2828.45,51433159.0,cyb 1249 | 1247,2015-07-23,2896.25,2967.95,2969.35,2864.43,53211860.0,cyb 1250 | 1248,2015-07-24,2976.94,2897.82,3014.18,2879.26,58741277.0,cyb 1251 | 1249,2015-07-27,2822.37,2683.45,2924.08,2683.05,55582923.0,cyb 1252 | 1250,2015-07-28,2546.41,2581.96,2705.18,2492.19,58035380.0,cyb 1253 | 1251,2015-07-29,2617.94,2693.86,2693.99,2483.92,52023479.0,cyb 1254 | 1252,2015-07-30,2671.46,2561.19,2707.76,2556.09,48185188.0,cyb 1255 | 1253,2015-07-31,2507.26,2539.84,2605.34,2499.25,38567343.0,cyb 1256 | 1254,2015-08-03,2475.33,2399.27,2494.8,2371.48,39835425.0,cyb 1257 | 1255,2015-08-04,2396.41,2546.16,2546.16,2380.28,42143741.0,cyb 1258 | 1256,2015-08-05,2542.27,2502.04,2584.19,2480.45,46817454.0,cyb 1259 | 1257,2015-08-06,2441.96,2480.93,2517.99,2430.53,33923606.0,cyb 1260 | 1258,2015-08-07,2509.96,2576.99,2586.53,2505.27,42575830.0,cyb 1261 | 1259,2015-08-10,2606.74,2706.72,2726.9,2593.41,47852694.0,cyb 1262 | 1260,2015-08-11,2705.04,2698.91,2747.83,2675.15,48057873.0,cyb 1263 | 1261,2015-08-12,2658.84,2622.19,2700.4,2622.19,38303999.0,cyb 1264 | 1262,2015-08-13,2608.74,2684.26,2684.26,2578.91,37616566.0,cyb 1265 | 1263,2015-08-14,2713.78,2674.02,2725.47,2664.42,40688351.0,cyb 1266 | 1264,2015-08-17,2665.37,2666.29,2676.72,2613.78,36547441.0,cyb 1267 | 1265,2015-08-18,2674.42,2504.17,2720.57,2488.61,49129698.0,cyb 1268 | 1266,2015-08-19,2427.94,2570.69,2584.36,2359.17,43737322.0,cyb 1269 | 1267,2015-08-20,2556.77,2508.82,2610.9,2508.35,39721275.0,cyb 1270 | 1268,2015-08-21,2452.61,2341.95,2480.68,2340.92,35141461.0,cyb 1271 | 1269,2015-08-24,2222.54,2152.61,2246.55,2152.61,23049576.0,cyb 1272 | 1270,2015-08-25,1996.04,1990.71,2048.03,1987.12,27176061.0,cyb 1273 | 1271,2015-08-26,1975.92,1890.04,2044.66,1875.03,46445009.0,cyb 1274 | 1272,2015-08-27,1924.78,1959.49,1959.98,1843.19,40510060.0,cyb 1275 | 1273,2015-08-28,1990.34,2082.12,2086.87,1960.39,45280231.0,cyb 1276 | 1274,2015-08-31,2056.29,1996.86,2058.85,1987.58,35634527.0,cyb 1277 | 1275,2015-09-01,1959.45,1889.49,1959.45,1877.36,31889888.0,cyb 1278 | 1276,2015-09-02,1787.71,1855.03,1953.91,1779.18,38372944.0,cyb 1279 | 1277,2015-09-07,1882.86,1893.52,1953.4,1878.26,37806241.0,cyb 1280 | 1278,2015-09-08,1875.67,2001.16,2004.81,1859.2,36849648.0,cyb 1281 | 1279,2015-09-09,2023.31,2071.72,2102.23,2017.1,50760168.0,cyb 1282 | 1280,2015-09-10,2030.03,2039.12,2078.42,2024.89,35482569.0,cyb 1283 | 1281,2015-09-11,2039.01,2060.5,2084.05,2029.81,32555429.0,cyb 1284 | 1282,2015-09-14,2068.2,1906.21,2075.67,1905.2,34890885.0,cyb 1285 | 1283,2015-09-15,1843.23,1797.56,1892.81,1794.29,33039213.0,cyb 1286 | 1284,2015-09-16,1813.73,1926.24,1928.78,1808.75,39024401.0,cyb 1287 | 1285,2015-09-17,1943.29,1933.3,2020.55,1922.8,47985104.0,cyb 1288 | 1286,2015-09-18,1948.12,1983.3,1995.5,1922.14,37674215.0,cyb 1289 | 1287,2015-09-21,1950.33,2079.06,2080.22,1945.35,43477603.0,cyb 1290 | 1288,2015-09-22,2082.34,2078.72,2108.56,2042.13,47584444.0,cyb 1291 | 1289,2015-09-23,2039.49,2077.99,2103.22,2036.06,41306381.0,cyb 1292 | 1290,2015-09-24,2090.56,2106.59,2130.47,2084.31,43139456.0,cyb 1293 | 1291,2015-09-25,2091.85,2020.97,2106.95,2002.45,41100874.0,cyb 1294 | 1292,2015-09-28,2024.89,2122.26,2124.06,2007.92,37858681.0,cyb 1295 | 1293,2015-09-29,2089.54,2098.57,2135.51,2075.97,38424617.0,cyb 1296 | 1294,2015-09-30,2111.99,2082.67,2124.29,2049.43,29708448.0,cyb 1297 | 1295,2015-10-08,2153.12,2190.31,2210.03,2138.54,42031221.0,cyb 1298 | 1296,2015-10-09,2190.84,2216.66,2230.03,2184.55,42927691.0,cyb 1299 | 1297,2015-10-12,2233.6,2316.78,2344.21,2232.27,55775629.0,cyb 1300 | 1298,2015-10-13,2297.93,2342.04,2351.52,2290.64,50249440.0,cyb 1301 | 1299,2015-10-14,2330.08,2305.0,2350.59,2295.6,52435986.0,cyb 1302 | 1300,2015-10-15,2300.62,2404.53,2406.21,2296.79,56549120.0,cyb 1303 | 1301,2015-10-16,2424.62,2449.03,2452.94,2401.09,61932152.0,cyb 1304 | 1302,2015-10-19,2465.11,2433.6,2466.48,2398.34,57914033.0,cyb 1305 | 1303,2015-10-20,2430.18,2511.16,2520.08,2427.78,58460595.0,cyb 1306 | 1304,2015-10-21,2504.78,2344.74,2527.77,2335.66,72233597.0,cyb 1307 | 1305,2015-10-22,2355.16,2458.14,2465.1,2355.16,59640206.0,cyb 1308 | 1306,2015-10-23,2488.31,2538.38,2549.76,2461.49,67588133.0,cyb 1309 | 1307,2015-10-26,2570.13,2527.48,2570.13,2481.59,68447317.0,cyb 1310 | 1308,2015-10-27,2497.16,2563.96,2586.95,2423.6,62288145.0,cyb 1311 | 1309,2015-10-28,2551.7,2485.24,2583.82,2473.47,57716999.0,cyb 1312 | 1310,2015-10-29,2504.85,2485.28,2528.7,2436.78,44057658.0,cyb 1313 | 1311,2015-10-30,2475.23,2478.28,2534.47,2439.16,50077025.0,cyb 1314 | 1312,2015-11-02,2416.1,2432.04,2513.32,2408.78,46816871.0,cyb 1315 | 1313,2015-11-03,2444.05,2429.27,2461.33,2407.55,39935034.0,cyb 1316 | 1314,2015-11-04,2451.23,2584.32,2584.32,2451.23,58452418.0,cyb 1317 | 1315,2015-11-05,2587.82,2564.72,2630.83,2542.85,65112052.0,cyb 1318 | 1316,2015-11-06,2571.66,2661.41,2666.4,2571.66,61741798.0,cyb 1319 | 1317,2015-11-09,2653.31,2724.62,2747.79,2612.26,68677813.0,cyb 1320 | 1318,2015-11-10,2710.9,2746.61,2783.12,2700.29,65216340.0,cyb 1321 | 1319,2015-11-11,2738.58,2804.68,2806.54,2730.52,70870881.0,cyb 1322 | 1320,2015-11-12,2818.57,2783.3,2827.71,2743.26,74163984.0,cyb 1323 | 1321,2015-11-13,2751.39,2710.16,2772.81,2681.61,65461350.0,cyb 1324 | 1322,2015-11-16,2656.57,2797.16,2797.16,2654.64,55154366.0,cyb 1325 | 1323,2015-11-17,2834.98,2717.05,2847.9,2711.58,73555490.0,cyb 1326 | 1324,2015-11-18,2727.61,2661.17,2741.33,2655.06,51626129.0,cyb 1327 | 1325,2015-11-19,2678.35,2770.75,2770.75,2676.75,54825139.0,cyb 1328 | 1326,2015-11-20,2783.04,2800.15,2817.96,2757.84,69030482.0,cyb 1329 | 1327,2015-11-23,2797.12,2770.58,2839.84,2759.31,67520732.0,cyb 1330 | 1328,2015-11-24,2767.72,2816.05,2816.05,2739.52,52702492.0,cyb 1331 | 1329,2015-11-25,2813.51,2897.57,2906.8,2806.82,66418481.0,cyb 1332 | 1330,2015-11-26,2911.85,2833.2,2915.95,2831.38,63202929.0,cyb 1333 | 1331,2015-11-27,2819.36,2649.55,2844.05,2629.12,64579688.0,cyb 1334 | 1332,2015-11-30,2658.97,2672.58,2687.05,2507.38,60052414.0,cyb 1335 | 1333,2015-12-01,2669.3,2655.34,2700.35,2621.17,49682993.0,cyb 1336 | 1334,2015-12-02,2653.24,2613.26,2660.11,2525.34,43453059.0,cyb 1337 | 1335,2015-12-03,2622.49,2708.12,2710.81,2622.49,43270233.0,cyb 1338 | 1336,2015-12-04,2702.56,2692.16,2749.18,2679.35,48329081.0,cyb 1339 | 1337,2015-12-07,2699.34,2738.15,2751.24,2687.02,47454317.0,cyb 1340 | 1338,2015-12-08,2723.62,2691.66,2731.72,2678.66,51536895.0,cyb 1341 | 1339,2015-12-09,2677.59,2667.91,2699.64,2650.45,45218188.0,cyb 1342 | 1340,2015-12-10,2665.27,2695.51,2729.24,2663.37,44264086.0,cyb 1343 | 1341,2015-12-11,2686.3,2671.29,2701.69,2666.89,37125526.0,cyb 1344 | 1342,2015-12-14,2642.82,2709.26,2709.26,2622.47,36203572.0,cyb 1345 | 1343,2015-12-15,2718.25,2745.7,2764.79,2718.25,38759386.0,cyb 1346 | 1344,2015-12-16,2760.26,2763.11,2789.28,2749.79,41793161.0,cyb 1347 | 1345,2015-12-17,2784.97,2835.7,2835.7,2784.97,55219139.0,cyb 1348 | 1346,2015-12-18,2836.92,2830.26,2850.69,2801.64,51447381.0,cyb 1349 | 1347,2015-12-21,2825.31,2829.92,2836.61,2800.35,42648418.0,cyb 1350 | 1348,2015-12-22,2836.96,2839.85,2849.36,2811.61,41580713.0,cyb 1351 | 1349,2015-12-23,2845.43,2783.94,2848.83,2779.93,46679619.0,cyb 1352 | 1350,2015-12-24,2775.98,2795.78,2801.56,2735.97,37179051.0,cyb 1353 | 1351,2015-12-25,2807.51,2794.73,2820.53,2777.46,35511226.0,cyb 1354 | 1352,2015-12-28,2809.52,2735.49,2823.75,2735.49,45076569.0,cyb 1355 | 1353,2015-12-29,2732.55,2749.82,2749.82,2710.2,35829362.0,cyb 1356 | 1354,2015-12-30,2758.25,2779.51,2781.84,2749.29,40757691.0,cyb 1357 | 1355,2015-12-31,2780.54,2714.05,2785.66,2713.69,39561307.0,cyb 1358 | 1356,2016-01-04,2706.27,2491.27,2710.3,2490.47,33478922.0,cyb 1359 | 1357,2016-01-05,2353.23,2416.73,2481.2,2333.61,49010301.0,cyb 1360 | 1358,2016-01-06,2433.36,2468.37,2472.19,2388.69,39804045.0,cyb 1361 | 1359,2016-01-07,2415.33,2256.52,2415.33,2254.5,10666576.0,cyb 1362 | 1360,2016-01-08,2297.59,2248.99,2318.12,2142.33,44776460.0,cyb 1363 | 1361,2016-01-11,2188.19,2106.36,2230.42,2105.77,39231227.0,cyb 1364 | 1362,2016-01-12,2117.25,2147.53,2179.09,2087.27,37443202.0,cyb 1365 | 1363,2016-01-13,2160.32,2059.78,2174.23,2059.78,34346863.0,cyb 1366 | 1364,2016-01-14,1991.23,2175.01,2179.38,1989.86,40865369.0,cyb 1367 | 1365,2016-01-15,2160.17,2112.9,2184.56,2096.19,41445821.0,cyb 1368 | 1366,2016-01-18,2074.86,2174.93,2206.83,2074.86,39874752.0,cyb 1369 | 1367,2016-01-19,2170.09,2241.7,2244.78,2148.72,45197927.0,cyb 1370 | 1368,2016-01-20,2222.6,2204.65,2249.35,2190.5,41821529.0,cyb 1371 | 1369,2016-01-21,2173.31,2112.4,2241.47,2112.4,41166482.0,cyb 1372 | 1370,2016-01-22,2140.28,2149.59,2161.24,2078.12,35037326.0,cyb 1373 | 1371,2016-01-25,2165.73,2158.82,2185.21,2136.88,30623682.0,cyb 1374 | 1372,2016-01-26,2132.22,1994.05,2135.56,1990.51,36762608.0,cyb 1375 | 1373,2016-01-27,1997.32,1997.46,2012.3,1888.25,39761381.0,cyb 1376 | 1374,2016-01-28,1969.31,1906.46,1990.92,1900.88,30546402.0,cyb 1377 | 1375,2016-01-29,1908.26,1994.06,2011.06,1907.29,34466854.0,cyb 1378 | 1376,2016-02-01,1989.21,1992.69,2011.68,1956.92,29892130.0,cyb 1379 | 1377,2016-02-02,1996.59,2075.29,2089.21,1996.59,34710247.0,cyb 1380 | 1378,2016-02-03,2049.32,2090.51,2105.38,2034.6,31768831.0,cyb 1381 | 1379,2016-02-04,2095.62,2126.64,2142.87,2095.62,35059441.0,cyb 1382 | 1380,2016-02-05,2127.35,2096.99,2141.56,2096.99,25785866.0,cyb 1383 | 1381,2016-02-15,2029.56,2116.84,2130.36,2029.56,24986597.0,cyb 1384 | 1382,2016-02-16,2128.06,2201.93,2208.57,2128.06,36587328.0,cyb 1385 | 1383,2016-02-17,2197.93,2215.34,2219.78,2171.0,41643400.0,cyb 1386 | 1384,2016-02-18,2230.8,2190.91,2239.91,2188.19,40537755.0,cyb 1387 | 1385,2016-02-19,2186.01,2211.01,2230.22,2182.96,36792703.0,cyb 1388 | 1386,2016-02-22,2235.17,2245.56,2245.56,2216.16,41953414.0,cyb 1389 | 1387,2016-02-23,2245.75,2218.12,2249.69,2189.53,39969755.0,cyb 1390 | 1388,2016-02-24,2212.59,2203.74,2230.01,2154.27,40601725.0,cyb 1391 | 1389,2016-02-25,2198.93,2037.14,2198.93,2030.42,44873663.0,cyb 1392 | 1390,2016-02-26,2045.51,2014.92,2057.8,1980.17,35814101.0,cyb 1393 | 1391,2016-02-29,2000.57,1880.15,2000.57,1866.25,33848300.0,cyb 1394 | 1392,2016-03-01,1881.32,1934.92,1952.43,1841.22,36084524.0,cyb 1395 | 1393,2016-03-02,1930.84,2017.6,2022.86,1925.02,42454356.0,cyb 1396 | 1394,2016-03-03,2014.18,2007.08,2063.53,2006.71,42006967.0,cyb 1397 | 1395,2016-03-04,1994.06,1907.04,2003.69,1895.4,39762791.0,cyb 1398 | 1396,2016-03-07,1935.09,1953.33,1995.94,1935.09,31730233.0,cyb 1399 | 1397,2016-03-08,1944.65,2002.19,2002.19,1865.65,41226251.0,cyb 1400 | 1398,2016-03-09,1962.28,1970.81,2015.71,1947.05,34193079.0,cyb 1401 | 1399,2016-03-10,1968.77,1936.97,1991.36,1935.12,28365881.0,cyb 1402 | 1400,2016-03-11,1911.32,1934.87,1948.6,1903.92,23173404.0,cyb 1403 | 1401,2016-03-14,1962.1,2023.13,2048.5,1962.1,40997664.0,cyb 1404 | 1402,2016-03-15,2016.81,1996.92,2034.7,1995.46,34452745.0,cyb 1405 | 1403,2016-03-16,2029.92,1977.54,2039.49,1961.42,33507355.0,cyb 1406 | 1404,2016-03-17,1986.14,2087.29,2089.14,1986.14,52208030.0,cyb 1407 | 1405,2016-03-18,2102.19,2177.87,2194.35,2102.08,63938095.0,cyb 1408 | 1406,2016-03-21,2214.91,2227.03,2234.35,2191.66,63845763.0,cyb 1409 | 1407,2016-03-22,2201.19,2221.7,2248.19,2189.94,52501083.0,cyb 1410 | 1408,2016-03-23,2214.87,2259.11,2259.11,2205.07,49852202.0,cyb 1411 | 1409,2016-03-24,2234.22,2219.77,2277.92,2217.84,54767835.0,cyb 1412 | 1410,2016-03-25,2209.26,2216.09,2232.07,2183.6,41598980.0,cyb 1413 | 1411,2016-03-28,2233.13,2199.69,2259.13,2192.35,45630748.0,cyb 1414 | 1412,2016-03-29,2190.88,2152.55,2194.89,2130.85,39628257.0,cyb 1415 | 1413,2016-03-30,2172.74,2248.78,2248.78,2172.74,46542617.0,cyb 1416 | 1414,2016-03-31,2256.43,2238.29,2271.96,2232.3,50514154.0,cyb 1417 | 1415,2016-04-01,2223.38,2205.37,2227.0,2171.34,40715937.0,cyb 1418 | 1416,2016-04-05,2207.46,2279.52,2285.2,2205.44,49811537.0,cyb 1419 | 1417,2016-04-06,2274.77,2297.04,2305.41,2271.5,53433253.0,cyb 1420 | 1418,2016-04-07,2310.92,2248.68,2316.63,2248.68,53930101.0,cyb 1421 | 1419,2016-04-08,2230.95,2229.93,2239.8,2194.23,45924689.0,cyb 1422 | 1420,2016-04-11,2255.07,2283.14,2301.41,2255.07,50116207.0,cyb 1423 | 1421,2016-04-12,2283.21,2264.02,2289.54,2236.44,45314658.0,cyb 1424 | 1422,2016-04-13,2278.52,2294.01,2330.05,2278.52,57522857.0,cyb 1425 | 1423,2016-04-14,2310.6,2324.39,2325.38,2289.57,46139450.0,cyb 1426 | 1424,2016-04-15,2328.31,2309.68,2328.31,2297.68,40308908.0,cyb 1427 | 1425,2016-04-18,2288.42,2265.59,2288.42,2249.34,38252496.0,cyb 1428 | 1426,2016-04-19,2278.31,2272.52,2289.05,2253.59,35911567.0,cyb 1429 | 1427,2016-04-20,2279.76,2145.24,2284.1,2119.42,56160931.0,cyb 1430 | 1428,2016-04-21,2135.93,2110.16,2160.26,2106.97,36026892.0,cyb 1431 | 1429,2016-04-22,2093.78,2136.92,2136.92,2090.95,29586774.0,cyb 1432 | 1430,2016-04-25,2128.66,2126.83,2130.06,2083.64,26959280.0,cyb 1433 | 1431,2016-04-26,2123.87,2155.7,2155.7,2119.38,27579366.0,cyb 1434 | 1432,2016-04-27,2162.76,2146.61,2176.33,2142.46,32179112.0,cyb 1435 | 1433,2016-04-28,2149.1,2155.23,2158.49,2108.27,31257269.0,cyb 1436 | 1434,2016-04-29,2141.58,2138.74,2162.19,2138.74,25362369.0,cyb 1437 | 1435,2016-05-03,2138.96,2217.23,2217.23,2126.87,40518570.0,cyb 1438 | 1436,2016-05-04,2210.13,2211.02,2233.59,2206.26,41117967.0,cyb 1439 | 1437,2016-05-05,2208.4,2224.09,2226.55,2198.76,34603689.0,cyb 1440 | 1438,2016-05-06,2226.44,2129.19,2235.96,2129.19,49401483.0,cyb 1441 | 1439,2016-05-09,2107.33,2053.6,2107.33,2045.12,37401164.0,cyb 1442 | 1440,2016-05-10,2051.38,2054.22,2067.62,2044.28,25343896.0,cyb 1443 | 1441,2016-05-11,2067.69,2034.93,2073.83,2032.3,28980495.0,cyb 1444 | 1442,2016-05-12,2006.26,2034.56,2039.32,1975.06,28433749.0,cyb 1445 | 1443,2016-05-13,2030.94,2025.22,2058.66,2013.86,26223878.0,cyb 1446 | 1444,2016-05-16,2017.84,2057.86,2057.86,2008.54,28343345.0,cyb 1447 | 1445,2016-05-17,2059.51,2081.44,2107.73,2036.88,38088173.0,cyb 1448 | 1446,2016-05-18,2062.81,2020.47,2062.81,2000.53,35523822.0,cyb 1449 | 1447,2016-05-19,2023.96,2037.4,2076.48,2023.96,33919736.0,cyb 1450 | 1448,2016-05-20,2018.38,2065.3,2065.3,2013.53,31659474.0,cyb 1451 | 1449,2016-05-23,2073.0,2098.23,2107.05,2073.0,38387501.0,cyb 1452 | 1450,2016-05-24,2094.21,2075.51,2094.21,2061.52,34139734.0,cyb 1453 | 1451,2016-05-25,2091.97,2067.25,2111.26,2062.64,36260689.0,cyb 1454 | 1452,2016-05-26,2060.43,2086.01,2086.49,2019.3,37261301.0,cyb 1455 | 1453,2016-05-27,2076.3,2069.89,2090.17,2065.37,34131535.0,cyb 1456 | 1454,2016-05-30,2054.62,2058.52,2083.83,2033.67,33054053.0,cyb 1457 | 1455,2016-05-31,2061.84,2159.8,2160.53,2060.14,56992436.0,cyb 1458 | 1456,2016-06-01,2164.73,2168.82,2188.88,2163.05,58794177.0,cyb 1459 | 1457,2016-06-02,2163.59,2188.56,2188.56,2160.25,54154712.0,cyb 1460 | 1458,2016-06-03,2176.36,2204.97,2236.58,2175.81,64614588.0,cyb 1461 | 1459,2016-06-06,2212.46,2199.3,2219.27,2181.99,49092386.0,cyb 1462 | 1460,2016-06-07,2202.04,2196.73,2204.18,2181.29,45258223.0,cyb 1463 | 1461,2016-06-08,2191.27,2186.54,2201.53,2166.97,47491814.0,cyb 1464 | 1462,2016-06-13,2150.39,2054.71,2165.28,2054.71,53756487.0,cyb 1465 | 1463,2016-06-14,2045.21,2058.31,2070.15,2032.44,38905975.0,cyb 1466 | 1464,2016-06-15,2033.6,2128.8,2143.45,2031.67,50827619.0,cyb 1467 | 1465,2016-06-16,2124.16,2101.42,2137.18,2097.35,49736194.0,cyb 1468 | 1466,2016-06-17,2109.57,2122.89,2154.52,2105.24,50886964.0,cyb 1469 | 1467,2016-06-20,2117.99,2119.63,2127.68,2088.29,44233147.0,cyb 1470 | 1468,2016-06-21,2135.46,2092.0,2153.23,2083.69,52619369.0,cyb 1471 | 1469,2016-06-22,2085.98,2144.82,2144.82,2085.65,48500538.0,cyb 1472 | 1470,2016-06-23,2144.58,2137.49,2153.58,2115.84,53512181.0,cyb 1473 | 1471,2016-06-24,2131.15,2127.36,2157.94,2060.2,64400552.0,cyb 1474 | 1472,2016-06-27,2111.1,2191.81,2194.13,2110.6,61802507.0,cyb 1475 | 1473,2016-06-28,2181.41,2216.71,2221.46,2173.53,69894236.0,cyb 1476 | 1474,2016-06-29,2228.51,2209.79,2238.35,2203.49,59866686.0,cyb 1477 | 1475,2016-06-30,2213.6,2227.79,2233.28,2206.8,57068917.0,cyb 1478 | 1476,2016-07-01,2231.18,2211.18,2241.63,2203.93,47684378.0,cyb 1479 | 1477,2016-07-04,2195.62,2248.71,2254.15,2193.84,52081614.0,cyb 1480 | 1478,2016-07-05,2253.69,2246.02,2259.29,2229.0,53546310.0,cyb 1481 | 1479,2016-07-06,2239.76,2241.56,2246.73,2229.27,46098731.0,cyb 1482 | 1480,2016-07-07,2240.9,2233.92,2247.58,2212.41,55049918.0,cyb 1483 | 1481,2016-07-08,2231.97,2239.0,2257.32,2220.21,47569781.0,cyb 1484 | 1482,2016-07-11,2242.26,2218.59,2252.66,2216.57,53188669.0,cyb 1485 | 1483,2016-07-12,2218.02,2247.35,2247.35,2182.03,55163397.0,cyb 1486 | 1484,2016-07-13,2258.26,2285.37,2299.86,2250.64,58098824.0,cyb 1487 | 1485,2016-07-14,2282.16,2293.08,2295.59,2273.42,50294625.0,cyb 1488 | 1486,2016-07-15,2289.1,2263.78,2293.08,2260.16,47067547.0,cyb 1489 | 1487,2016-07-18,2257.42,2249.87,2268.79,2234.21,41749944.0,cyb 1490 | 1488,2016-07-19,2249.74,2273.72,2273.72,2237.0,41359710.0,cyb 1491 | 1489,2016-07-20,2272.64,2268.53,2288.65,2268.53,43689616.0,cyb 1492 | 1490,2016-07-21,2266.08,2265.13,2289.67,2259.2,45103626.0,cyb 1493 | 1491,2016-07-22,2262.1,2250.0,2269.55,2248.3,40420397.0,cyb 1494 | 1492,2016-07-25,2245.86,2245.89,2264.44,2235.45,37437208.0,cyb 1495 | 1493,2016-07-26,2245.94,2279.55,2279.55,2245.94,36165503.0,cyb 1496 | 1494,2016-07-27,2282.07,2155.39,2284.28,2138.78,63315114.0,cyb 1497 | 1495,2016-07-28,2150.32,2139.74,2166.6,2109.87,43038520.0,cyb 1498 | 1496,2016-07-29,2144.27,2122.41,2147.19,2109.13,31654139.0,cyb 1499 | 1497,2016-08-01,2113.67,2099.18,2118.09,2066.18,32837238.0,cyb 1500 | 1498,2016-08-02,2096.55,2113.21,2114.95,2094.12,25102198.0,cyb 1501 | 1499,2016-08-03,2110.23,2108.31,2117.62,2096.73,26589353.0,cyb 1502 | 1500,2016-08-04,2107.62,2129.65,2133.18,2102.27,31872353.0,cyb 1503 | 1501,2016-08-05,2128.74,2109.05,2129.33,2107.44,28354309.0,cyb 1504 | 1502,2016-08-08,2102.24,2130.59,2130.59,2083.98,26546575.0,cyb 1505 | 1503,2016-08-09,2128.64,2154.5,2154.5,2128.22,33634362.0,cyb 1506 | 1504,2016-08-10,2155.39,2137.0,2164.62,2136.83,32552437.0,cyb 1507 | 1505,2016-08-11,2134.6,2103.4,2139.2,2103.4,29775195.0,cyb 1508 | 1506,2016-08-12,2098.77,2123.84,2123.86,2097.91,25919437.0,cyb 1509 | 1507,2016-08-15,2126.79,2193.21,2200.92,2112.25,47469909.0,cyb 1510 | 1508,2016-08-16,2195.02,2201.1,2211.01,2192.97,41894229.0,cyb 1511 | 1509,2016-08-17,2200.24,2208.2,2218.29,2195.37,38309641.0,cyb 1512 | 1510,2016-08-18,2204.95,2201.59,2213.3,2191.93,37873956.0,cyb 1513 | 1511,2016-08-19,2200.68,2204.56,2211.06,2194.11,34079969.0,cyb 1514 | 1512,2016-08-22,2205.57,2167.4,2213.41,2167.4,37116421.0,cyb 1515 | 1513,2016-08-23,2168.34,2174.16,2186.74,2160.3,30192240.0,cyb 1516 | 1514,2016-08-24,2178.53,2192.17,2204.8,2176.35,34558486.0,cyb 1517 | 1515,2016-08-25,2179.01,2180.66,2183.73,2152.11,38573293.0,cyb 1518 | 1516,2016-08-26,2186.0,2189.75,2211.63,2182.11,39402495.0,cyb 1519 | 1517,2016-08-29,2187.72,2193.2,2209.25,2183.81,37814784.0,cyb 1520 | 1518,2016-08-30,2197.49,2195.53,2210.4,2193.07,36388415.0,cyb 1521 | 1519,2016-08-31,2194.61,2191.76,2198.25,2175.84,34232359.0,cyb 1522 | 1520,2016-09-01,2192.94,2181.33,2201.28,2181.33,35320383.0,cyb 1523 | 1521,2016-09-02,2176.39,2170.86,2187.69,2160.11,34463469.0,cyb 1524 | 1522,2016-09-05,2178.63,2182.69,2199.65,2178.09,31350628.0,cyb 1525 | 1523,2016-09-06,2183.23,2222.84,2225.25,2161.93,46134653.0,cyb 1526 | 1524,2016-09-07,2223.02,2212.05,2232.12,2208.83,48768066.0,cyb 1527 | 1525,2016-09-08,2211.39,2223.47,2223.47,2207.11,38590930.0,cyb 1528 | 1526,2016-09-09,2223.58,2202.97,2228.54,2202.97,38968751.0,cyb 1529 | 1527,2016-09-12,2163.45,2145.56,2179.98,2145.03,41905375.0,cyb 1530 | 1528,2016-09-13,2157.95,2145.87,2165.58,2139.34,30860316.0,cyb 1531 | 1529,2016-09-14,2137.4,2144.56,2156.98,2131.71,29032310.0,cyb 1532 | 1530,2016-09-19,2149.37,2165.21,2174.4,2149.37,26844050.0,cyb 1533 | 1531,2016-09-20,2164.42,2158.43,2167.64,2153.94,28844355.0,cyb 1534 | 1532,2016-09-21,2158.06,2162.13,2170.08,2157.38,27049597.0,cyb 1535 | 1533,2016-09-22,2174.3,2168.42,2178.53,2166.61,28362323.0,cyb 1536 | 1534,2016-09-23,2171.63,2156.51,2173.49,2156.04,30098249.0,cyb 1537 | 1535,2016-09-26,2154.4,2122.9,2161.76,2122.9,32401347.0,cyb 1538 | 1536,2016-09-27,2118.95,2140.8,2140.8,2112.7,28166716.0,cyb 1539 | 1537,2016-09-28,2143.72,2139.63,2143.72,2132.55,24175726.0,cyb 1540 | 1538,2016-09-29,2141.34,2146.18,2155.42,2140.98,25538390.0,cyb 1541 | 1539,2016-09-30,2144.47,2149.9,2154.4,2143.34,23142883.0,cyb 1542 | 1540,2016-10-10,2165.85,2208.47,2208.47,2163.41,36210604.0,cyb 1543 | 1541,2016-10-11,2207.43,2210.86,2210.86,2201.31,33618196.0,cyb 1544 | 1542,2016-10-12,2202.36,2209.69,2216.52,2198.89,32205924.0,cyb 1545 | 1543,2016-10-13,2211.75,2208.57,2216.09,2200.52,32880023.0,cyb 1546 | 1544,2016-10-14,2203.87,2194.23,2203.87,2178.91,32467017.0,cyb 1547 | 1545,2016-10-17,2199.18,2167.86,2200.47,2160.0,34755160.0,cyb 1548 | 1546,2016-10-18,2164.6,2198.14,2198.14,2164.6,33830747.0,cyb 1549 | 1547,2016-10-19,2200.53,2184.91,2201.16,2180.47,35703034.0,cyb 1550 | 1548,2016-10-20,2187.41,2193.26,2199.06,2184.35,39193185.0,cyb 1551 | 1549,2016-10-21,2196.85,2181.0,2202.49,2167.83,41616515.0,cyb 1552 | 1550,2016-10-24,2184.11,2200.8,2204.36,2176.92,37525697.0,cyb 1553 | 1551,2016-10-25,2202.79,2200.21,2207.81,2196.57,34010903.0,cyb 1554 | 1552,2016-10-26,2203.48,2184.49,2204.84,2179.76,39927388.0,cyb 1555 | 1553,2016-10-27,2182.91,2182.48,2184.32,2171.24,32058256.0,cyb 1556 | 1554,2016-10-28,2182.56,2165.43,2192.9,2165.03,37520830.0,cyb 1557 | 1555,2016-10-31,2158.57,2159.76,2162.67,2145.57,31724369.0,cyb 1558 | 1556,2016-11-01,2160.39,2176.45,2177.83,2159.71,34872399.0,cyb 1559 | 1557,2016-11-02,2170.81,2146.4,2171.66,2145.07,38992661.0,cyb 1560 | 1558,2016-11-03,2137.13,2153.18,2167.93,2135.28,43866866.0,cyb 1561 | 1559,2016-11-04,2151.92,2145.23,2168.34,2142.41,40275071.0,cyb 1562 | 1560,2016-11-07,2141.3,2130.3,2145.82,2126.95,35113623.0,cyb 1563 | 1561,2016-11-08,2138.45,2150.3,2154.57,2136.25,33764857.0,cyb 1564 | 1562,2016-11-09,2150.62,2123.84,2154.85,2098.56,41862022.0,cyb 1565 | 1563,2016-11-10,2143.56,2143.32,2149.09,2138.94,37575298.0,cyb 1566 | 1564,2016-11-11,2143.58,2147.11,2147.11,2125.49,44124778.0,cyb 1567 | 1565,2016-11-14,2146.83,2161.69,2175.25,2146.83,46558866.0,cyb 1568 | 1566,2016-11-15,2161.57,2179.3,2179.3,2152.38,43229678.0,cyb 1569 | 1567,2016-11-16,2187.5,2182.47,2208.98,2182.12,51659092.0,cyb 1570 | 1568,2016-11-17,2176.12,2163.04,2176.12,2157.54,36753517.0,cyb 1571 | 1569,2016-11-18,2164.71,2157.96,2170.79,2155.23,32671430.0,cyb 1572 | 1570,2016-11-21,2156.46,2152.6,2162.37,2147.05,34743223.0,cyb 1573 | 1571,2016-11-22,2156.52,2177.65,2177.65,2146.62,41202112.0,cyb 1574 | 1572,2016-11-23,2182.1,2165.71,2191.26,2163.0,49392912.0,cyb 1575 | 1573,2016-11-24,2159.61,2146.63,2172.18,2142.95,39967955.0,cyb 1576 | 1574,2016-11-25,2145.97,2167.53,2167.53,2123.74,41598642.0,cyb 1577 | 1575,2016-11-28,2172.97,2166.04,2175.51,2159.73,35057826.0,cyb 1578 | 1576,2016-11-29,2161.78,2160.35,2178.19,2153.72,40323865.0,cyb 1579 | 1577,2016-11-30,2157.54,2183.05,2201.55,2155.24,41888076.0,cyb 1580 | 1578,2016-12-01,2181.73,2181.93,2188.09,2175.5,34102657.0,cyb 1581 | 1579,2016-12-02,2180.39,2143.45,2186.69,2143.21,38481895.0,cyb 1582 | 1580,2016-12-05,2129.25,2143.88,2162.3,2124.75,30341459.0,cyb 1583 | 1581,2016-12-06,2149.75,2122.26,2156.69,2121.25,28738655.0,cyb 1584 | 1582,2016-12-07,2123.55,2134.99,2134.99,2116.54,26993264.0,cyb 1585 | 1583,2016-12-08,2135.79,2114.71,2136.26,2114.04,29346543.0,cyb 1586 | 1584,2016-12-09,2114.45,2099.89,2118.63,2097.09,29318900.0,cyb 1587 | 1585,2016-12-12,2095.58,1984.39,2096.4,1981.17,45320516.0,cyb 1588 | 1586,2016-12-13,1982.08,1985.04,1995.35,1961.91,30454872.0,cyb 1589 | 1587,2016-12-14,1982.98,1963.08,1988.46,1958.04,26826273.0,cyb 1590 | 1588,2016-12-15,1957.71,1975.85,1991.32,1956.55,26921235.0,cyb 1591 | 1589,2016-12-16,1977.86,1998.11,2005.28,1972.22,26396374.0,cyb 1592 | 1590,2016-12-19,1995.0,1980.41,1995.0,1976.77,23412761.0,cyb 1593 | 1591,2016-12-20,1981.69,1982.3,1989.99,1974.93,22915613.0,cyb 1594 | 1592,2016-12-21,1987.76,1991.7,1996.1,1985.05,24556538.0,cyb 1595 | 1593,2016-12-22,1993.04,1986.27,1993.04,1978.74,22576230.0,cyb 1596 | 1594,2016-12-23,1987.73,1964.54,1992.21,1964.23,24758644.0,cyb 1597 | 1595,2016-12-26,1959.19,1974.01,1974.01,1933.52,25822441.0,cyb 1598 | 1596,2016-12-27,1972.51,1968.62,1977.31,1968.57,24282865.0,cyb 1599 | 1597,2016-12-28,1968.15,1957.15,1971.51,1954.96,24099892.0,cyb 1600 | 1598,2016-12-29,1956.72,1959.24,1971.94,1955.62,24144412.0,cyb 1601 | 1599,2016-12-30,1961.22,1962.06,1964.7,1952.68,23751791.0,cyb 1602 | 1600,2017-01-03,1965.04,1963.26,1971.91,1959.14,23801780.0,cyb 1603 | 1601,2017-01-04,1963.02,1991.57,1992.76,1959.57,30298554.0,cyb 1604 | 1602,2017-01-05,1990.7,1983.97,1993.71,1983.84,26841628.0,cyb 1605 | 1603,2017-01-06,1980.84,1965.03,1982.4,1963.32,29057445.0,cyb 1606 | 1604,2017-01-09,1962.2,1961.62,1968.87,1951.49,25094728.0,cyb 1607 | 1605,2017-01-10,1960.1,1951.68,1967.47,1951.18,22764271.0,cyb 1608 | 1606,2017-01-11,1947.42,1937.55,1959.3,1932.46,26448794.0,cyb 1609 | 1607,2017-01-12,1935.52,1930.14,1946.59,1929.05,23379379.0,cyb 1610 | 1608,2017-01-13,1930.11,1899.94,1934.48,1899.11,26489806.0,cyb 1611 | 1609,2017-01-16,1897.45,1830.85,1897.82,1783.74,36824727.0,cyb 1612 | 1610,2017-01-17,1824.1,1867.87,1875.8,1805.39,31653448.0,cyb 1613 | 1611,2017-01-18,1860.24,1845.79,1862.83,1845.57,22720548.0,cyb 1614 | 1612,2017-01-19,1842.66,1844.14,1853.11,1833.5,20696526.0,cyb 1615 | 1613,2017-01-20,1844.37,1880.75,1892.36,1842.62,27940758.0,cyb 1616 | 1614,2017-01-23,1879.97,1887.32,1897.1,1879.71,24566192.0,cyb 1617 | 1615,2017-01-24,1885.24,1861.22,1885.95,1859.71,22732103.0,cyb 1618 | 1616,2017-01-25,1857.32,1870.7,1874.63,1856.22,20653603.0,cyb 1619 | 1617,2017-01-26,1872.14,1886.23,1887.67,1872.14,19862188.0,cyb 1620 | 1618,2017-02-03,1886.97,1876.76,1888.81,1872.7,18991134.0,cyb 1621 | 1619,2017-02-06,1877.14,1900.45,1903.33,1874.71,24797525.0,cyb 1622 | 1620,2017-02-07,1897.87,1889.13,1900.35,1881.73,25506649.0,cyb 1623 | 1621,2017-02-08,1887.34,1903.63,1903.63,1881.14,29127887.0,cyb 1624 | 1622,2017-02-09,1903.67,1914.08,1916.41,1901.88,32106526.0,cyb 1625 | 1623,2017-02-10,1913.23,1904.68,1915.43,1900.71,29874916.0,cyb 1626 | 1624,2017-02-13,1902.46,1913.68,1919.2,1894.15,29419549.0,cyb 1627 | 1625,2017-02-14,1914.14,1909.4,1918.79,1906.41,26741131.0,cyb 1628 | 1626,2017-02-15,1911.04,1892.36,1920.29,1890.09,31909489.0,cyb 1629 | 1627,2017-02-16,1891.87,1897.63,1900.97,1886.41,27688689.0,cyb 1630 | 1628,2017-02-17,1896.7,1882.87,1904.87,1881.0,30519689.0,cyb 1631 | 1629,2017-02-20,1884.99,1894.96,1894.96,1876.67,29283960.0,cyb 1632 | 1630,2017-02-21,1896.86,1921.08,1924.03,1895.43,35734894.0,cyb 1633 | 1631,2017-02-22,1921.55,1919.97,1925.3,1909.12,31624710.0,cyb 1634 | 1632,2017-02-23,1919.24,1925.95,1925.95,1906.81,32704508.0,cyb 1635 | 1633,2017-02-24,1925.1,1938.44,1939.39,1921.3,34053568.0,cyb 1636 | 1634,2017-02-27,1937.56,1926.77,1943.98,1923.53,34433575.0,cyb 1637 | 1635,2017-02-28,1926.14,1927.16,1931.82,1918.32,31317814.0,cyb 1638 | 1636,2017-03-01,1925.7,1931.97,1938.68,1923.75,34223062.0,cyb 1639 | 1637,2017-03-02,1936.08,1920.4,1937.9,1919.74,31413656.0,cyb 1640 | 1638,2017-03-03,1916.2,1928.29,1932.21,1908.32,31517880.0,cyb 1641 | 1639,2017-03-06,1931.62,1962.77,1962.77,1931.62,39855963.0,cyb 1642 | 1640,2017-03-07,1967.18,1977.85,1977.85,1957.29,38814716.0,cyb 1643 | 1641,2017-03-08,1976.85,1964.63,1976.85,1960.07,33620520.0,cyb 1644 | 1642,2017-03-09,1962.64,1953.94,1962.64,1948.79,33261475.0,cyb 1645 | 1643,2017-03-10,1952.5,1950.01,1957.71,1945.57,29642545.0,cyb 1646 | 1644,2017-03-13,1948.52,1970.88,1972.08,1939.03,34137266.0,cyb 1647 | 1645,2017-03-14,1967.47,1958.02,1970.48,1952.1,35582313.0,cyb 1648 | 1646,2017-03-15,1951.71,1957.82,1964.43,1943.61,33550571.0,cyb 1649 | 1647,2017-03-16,1959.05,1966.73,1968.43,1959.05,36240698.0,cyb 1650 | 1648,2017-03-17,1968.15,1949.66,1981.69,1949.35,43486175.0,cyb 1651 | 1649,2017-03-20,1948.6,1953.82,1953.82,1939.65,35099191.0,cyb 1652 | 1650,2017-03-21,1953.56,1961.06,1961.65,1948.89,31857190.0,cyb 1653 | 1651,2017-03-22,1952.8,1948.58,1959.71,1939.29,35523344.0,cyb 1654 | 1652,2017-03-23,1951.87,1948.37,1960.34,1930.44,38097143.0,cyb 1655 | 1653,2017-03-24,1948.27,1965.14,1966.42,1946.12,33568584.0,cyb 1656 | 1654,2017-03-27,1964.62,1947.53,1967.11,1947.53,32664223.0,cyb 1657 | 1655,2017-03-28,1946.33,1944.36,1953.24,1940.38,27764268.0,cyb 1658 | 1656,2017-03-29,1945.14,1929.2,1948.72,1926.6,33074116.0,cyb 1659 | 1657,2017-03-30,1924.51,1893.7,1926.53,1893.3,37535542.0,cyb 1660 | 1658,2017-03-31,1895.81,1907.34,1908.53,1895.81,28325785.0,cyb 1661 | 1659,2017-04-05,1914.91,1943.16,1943.43,1914.91,34404954.0,cyb 1662 | 1660,2017-04-06,1947.09,1944.23,1951.23,1939.37,32938063.0,cyb 1663 | 1661,2017-04-07,1942.11,1946.05,1953.57,1939.32,35617462.0,cyb 1664 | 1662,2017-04-10,1940.3,1912.45,1940.3,1911.11,44655019.0,cyb 1665 | 1663,2017-04-11,1907.1,1917.63,1920.78,1887.89,44673039.0,cyb 1666 | 1664,2017-04-12,1913.78,1897.51,1915.02,1896.85,34557717.0,cyb 1667 | 1665,2017-04-13,1896.49,1910.48,1920.23,1896.49,29854160.0,cyb 1668 | 1666,2017-04-14,1910.99,1887.46,1910.99,1887.35,32508898.0,cyb 1669 | 1667,2017-04-17,1880.77,1868.28,1886.61,1862.36,34278108.0,cyb 1670 | 1668,2017-04-18,1867.58,1848.2,1878.1,1847.2,32714525.0,cyb 1671 | 1669,2017-04-19,1841.6,1845.38,1845.64,1812.39,36153456.0,cyb 1672 | 1670,2017-04-20,1843.97,1850.39,1856.73,1836.44,31129514.0,cyb 1673 | 1671,2017-04-21,1849.28,1839.01,1863.58,1836.52,26452930.0,cyb 1674 | 1672,2017-04-24,1832.82,1809.91,1832.82,1796.36,29459279.0,cyb 1675 | 1673,2017-04-25,1809.56,1818.87,1829.26,1807.67,28768571.0,cyb 1676 | 1674,2017-04-26,1812.86,1820.48,1822.12,1811.04,29522819.0,cyb 1677 | 1675,2017-04-27,1815.11,1842.92,1847.93,1794.4,43238960.0,cyb 1678 | 1676,2017-04-28,1838.74,1850.73,1856.4,1834.43,33686661.0,cyb 1679 | 1677,2017-05-02,1849.22,1850.85,1855.34,1843.83,30401175.0,cyb 1680 | 1678,2017-05-03,1848.71,1840.45,1854.68,1832.56,34236675.0,cyb 1681 | 1679,2017-05-04,1838.71,1838.1,1858.56,1828.63,37835330.0,cyb 1682 | 1680,2017-05-05,1832.68,1818.19,1839.65,1818.19,33874804.0,cyb 1683 | 1681,2017-05-08,1814.1,1788.71,1825.76,1788.71,33282208.0,cyb 1684 | 1682,2017-05-09,1780.52,1802.49,1803.21,1770.59,31945521.0,cyb 1685 | 1683,2017-05-10,1801.78,1771.32,1815.83,1771.32,34492896.0,cyb 1686 | 1684,2017-05-11,1761.47,1772.41,1772.47,1727.58,37314968.0,cyb 1687 | 1685,2017-05-12,1768.3,1774.63,1774.9,1750.4,30941100.0,cyb 1688 | 1686,2017-05-15,1778.18,1778.64,1788.56,1776.01,29051364.0,cyb 1689 | 1687,2017-05-16,1774.39,1814.94,1814.94,1764.29,42500339.0,cyb 1690 | 1688,2017-05-17,1812.71,1822.64,1833.87,1810.21,45265395.0,cyb 1691 | 1689,2017-05-18,1807.18,1813.51,1827.78,1803.86,39567141.0,cyb 1692 | 1690,2017-05-19,1812.73,1801.08,1815.81,1793.04,33845629.0,cyb 1693 | 1691,2017-05-22,1798.56,1788.08,1814.41,1779.47,35193740.0,cyb 1694 | 1692,2017-05-23,1784.53,1758.23,1790.11,1757.37,36268884.0,cyb 1695 | 1693,2017-05-24,1749.16,1776.28,1776.44,1730.36,33117970.0,cyb 1696 | 1694,2017-05-25,1770.65,1777.69,1785.67,1745.23,37690089.0,cyb 1697 | 1695,2017-05-26,1769.12,1759.63,1772.93,1754.77,36145348.0,cyb 1698 | 1696,2017-05-31,1777.65,1763.73,1783.15,1762.08,34190641.0,cyb 1699 | 1697,2017-06-01,1757.8,1728.49,1757.89,1728.49,33856826.0,cyb 1700 | 1698,2017-06-02,1721.4,1745.93,1754.21,1711.82,34117096.0,cyb 1701 | 1699,2017-06-05,1747.53,1761.25,1767.29,1747.53,32786763.0,cyb 1702 | 1700,2017-06-06,1759.29,1766.39,1773.07,1758.32,29892568.0,cyb 1703 | 1701,2017-06-07,1764.96,1799.85,1802.52,1762.73,43103748.0,cyb 1704 | 1702,2017-06-08,1798.69,1794.75,1804.66,1792.1,38599053.0,cyb 1705 | 1703,2017-06-09,1793.65,1796.13,1797.64,1782.18,35001165.0,cyb 1706 | 1704,2017-06-12,1787.56,1775.55,1787.56,1773.53,31062670.0,cyb 1707 | 1705,2017-06-13,1773.01,1795.63,1800.2,1771.85,32889582.0,cyb 1708 | 1706,2017-06-14,1794.04,1790.64,1798.2,1787.06,34038560.0,cyb 1709 | 1707,2017-06-15,1788.81,1816.26,1823.42,1788.43,46357582.0,cyb 1710 | 1708,2017-06-16,1816.16,1810.05,1819.1,1809.48,37122853.0,cyb 1711 | 1709,2017-06-19,1809.51,1816.4,1817.5,1805.88,30777220.0,cyb 1712 | 1710,2017-06-20,1818.69,1820.98,1833.94,1818.69,39576295.0,cyb 1713 | 1711,2017-06-21,1827.89,1824.69,1829.4,1810.04,37814553.0,cyb 1714 | 1712,2017-06-22,1821.84,1798.38,1828.8,1798.38,39877954.0,cyb 1715 | 1713,2017-06-23,1794.5,1807.43,1807.43,1776.6,36235840.0,cyb 1716 | 1714,2017-06-26,1805.88,1821.28,1821.28,1801.21,31533580.0,cyb 1717 | 1715,2017-06-27,1821.37,1819.93,1830.22,1816.66,30839946.0,cyb 1718 | 1716,2017-06-28,1817.43,1808.2,1818.11,1802.38,28924413.0,cyb 1719 | 1717,2017-06-29,1808.29,1813.55,1822.82,1807.62,29049651.0,cyb 1720 | 1718,2017-06-30,1808.08,1818.07,1819.88,1802.61,28840565.0,cyb 1721 | 1719,2017-07-03,1818.2,1835.99,1836.49,1816.03,32861053.0,cyb 1722 | 1720,2017-07-04,1833.89,1829.51,1834.24,1823.85,30874201.0,cyb 1723 | 1721,2017-07-05,1827.26,1836.63,1836.66,1820.96,33699054.0,cyb 1724 | 1722,2017-07-06,1835.81,1839.0,1844.2,1823.37,40819313.0,cyb 1725 | 1723,2017-07-07,1833.88,1835.44,1836.78,1828.72,35697360.0,cyb 1726 | 1724,2017-07-10,1831.37,1803.25,1831.37,1803.23,38393806.0,cyb 1727 | 1725,2017-07-11,1799.52,1783.91,1804.72,1783.91,33432830.0,cyb 1728 | 1726,2017-07-12,1779.9,1786.75,1788.69,1764.1,34480053.0,cyb 1729 | 1727,2017-07-13,1784.26,1778.86,1786.22,1774.78,27825789.0,cyb 1730 | 1728,2017-07-14,1771.33,1745.57,1771.33,1742.22,33167379.0,cyb 1731 | 1729,2017-07-17,1730.7,1656.43,1730.7,1656.43,46497775.0,cyb 1732 | 1730,2017-07-18,1646.64,1667.49,1672.72,1641.38,32357696.0,cyb 1733 | 1731,2017-07-19,1663.16,1684.77,1685.74,1654.77,30165647.0,cyb 1734 | 1732,2017-07-20,1684.26,1688.61,1712.7,1683.11,31859209.0,cyb 1735 | 1733,2017-07-21,1688.79,1690.15,1699.67,1685.79,26460795.0,cyb 1736 | 1734,2017-07-24,1685.71,1686.44,1689.38,1674.72,29302711.0,cyb 1737 | 1735,2017-07-25,1686.57,1688.09,1694.4,1680.95,29261831.0,cyb 1738 | 1736,2017-07-26,1689.48,1681.31,1692.62,1674.22,30195584.0,cyb 1739 | 1737,2017-07-27,1678.87,1742.19,1742.92,1675.3,59925451.0,cyb 1740 | 1738,2017-07-28,1740.54,1734.07,1746.54,1732.89,45175152.0,cyb 1741 | 1739,2017-07-31,1731.92,1736.3,1744.05,1725.5,39139696.0,cyb 1742 | 1740,2017-08-01,1735.91,1741.07,1742.01,1727.59,40083501.0,cyb 1743 | 1741,2017-08-02,1740.39,1724.83,1744.3,1723.23,41391669.0,cyb 1744 | 1742,2017-08-03,1723.03,1733.12,1757.76,1716.53,44977003.0,cyb 1745 | 1743,2017-08-04,1731.03,1719.62,1734.18,1718.91,39346933.0,cyb 1746 | 1744,2017-08-07,1722.24,1732.43,1743.62,1720.99,33176114.0,cyb 1747 | 1745,2017-08-08,1731.73,1762.42,1762.44,1728.59,43963557.0,cyb 1748 | 1746,2017-08-09,1756.5,1763.05,1770.75,1751.83,42378815.0,cyb 1749 | 1747,2017-08-10,1761.43,1753.67,1777.19,1741.4,42016944.0,cyb 1750 | 1748,2017-08-11,1742.0,1742.14,1763.91,1738.14,40947916.0,cyb 1751 | 1749,2017-08-14,1745.01,1793.48,1794.07,1745.01,49516554.0,cyb 1752 | 1750,2017-08-15,1796.24,1798.57,1803.19,1785.62,44048651.0,cyb 1753 | 1751,2017-08-16,1797.05,1825.19,1835.62,1792.72,62201218.0,cyb 1754 | 1752,2017-08-17,1819.43,1833.4,1845.25,1816.14,57371071.0,cyb 1755 | 1753,2017-08-18,1822.07,1821.8,1835.67,1817.64,46125788.0,cyb 1756 | 1754,2017-08-21,1823.37,1829.22,1834.66,1818.86,39675379.0,cyb 1757 | 1755,2017-08-22,1829.4,1814.92,1831.66,1811.97,42130315.0,cyb 1758 | 1756,2017-08-23,1813.43,1807.37,1818.65,1801.15,37813583.0,cyb 1759 | 1757,2017-08-24,1807.85,1795.74,1812.08,1792.7,39524375.0,cyb 1760 | 1758,2017-08-25,1794.7,1812.88,1814.54,1794.7,39318599.0,cyb 1761 | 1759,2017-08-28,1815.84,1842.83,1856.21,1815.84,54348969.0,cyb 1762 | 1760,2017-08-29,1842.15,1831.59,1850.82,1828.54,47377871.0,cyb 1763 | 1761,2017-08-30,1830.7,1838.63,1849.24,1830.55,41185620.0,cyb 1764 | 1762,2017-08-31,1841.0,1849.38,1850.81,1839.81,39984154.0,cyb 1765 | 1763,2017-09-01,1850.02,1865.25,1865.81,1840.52,51487784.0,cyb 1766 | 1764,2017-09-04,1863.02,1883.62,1888.98,1858.39,60183803.0,cyb 1767 | 1765,2017-09-05,1881.67,1885.16,1891.79,1873.16,55091994.0,cyb 1768 | 1766,2017-09-06,1880.7,1902.86,1902.86,1877.27,59420417.0,cyb 1769 | 1767,2017-09-07,1904.54,1890.38,1917.96,1889.33,69683104.0,cyb 1770 | 1768,2017-09-08,1888.4,1885.27,1895.86,1872.91,52111382.0,cyb 1771 | 1769,2017-09-11,1883.65,1896.38,1896.38,1880.14,49408368.0,cyb 1772 | 1770,2017-09-12,1897.52,1884.48,1904.3,1882.57,63835543.0,cyb 1773 | 1771,2017-09-13,1884.54,1888.43,1888.44,1874.87,47073417.0,cyb 1774 | 1772,2017-09-14,1887.36,1879.25,1892.99,1874.22,47803711.0,cyb 1775 | 1773,2017-09-15,1877.17,1875.63,1882.53,1869.63,43668997.0,cyb 1776 | 1774,2017-09-18,1874.45,1894.8,1894.81,1873.97,39592144.0,cyb 1777 | 1775,2017-09-19,1896.62,1880.3,1901.27,1877.14,43950148.0,cyb 1778 | 1776,2017-09-20,1878.57,1892.67,1892.67,1876.68,45220895.0,cyb 1779 | 1777,2017-09-21,1892.95,1872.77,1898.21,1872.65,49244465.0,cyb 1780 | 1778,2017-09-22,1869.11,1866.42,1871.24,1854.94,44521762.0,cyb 1781 | 1779,2017-09-25,1864.86,1843.62,1869.39,1841.36,40950703.0,cyb 1782 | 1780,2017-09-26,1840.48,1839.46,1848.14,1826.92,37443374.0,cyb 1783 | 1781,2017-09-27,1840.17,1854.94,1857.33,1840.17,36546605.0,cyb 1784 | 1782,2017-09-28,1853.38,1854.73,1864.25,1852.46,39536586.0,cyb 1785 | 1783,2017-09-29,1858.06,1866.98,1866.98,1856.86,39320912.0,cyb 1786 | 1784,2017-10-09,1889.89,1889.84,1894.91,1880.39,47047716.0,cyb 1787 | 1785,2017-10-10,1890.66,1917.46,1917.46,1887.47,54539819.0,cyb 1788 | 1786,2017-10-11,1918.35,1901.55,1924.0,1899.96,54561541.0,cyb 1789 | 1787,2017-10-12,1900.87,1899.99,1909.48,1889.44,44826494.0,cyb 1790 | 1788,2017-10-13,1901.18,1926.07,1927.02,1898.34,47288441.0,cyb 1791 | 1789,2017-10-16,1920.94,1882.69,1921.64,1882.69,55229015.0,cyb 1792 | 1790,2017-10-17,1876.69,1876.99,1888.62,1868.92,33843304.0,cyb 1793 | 1791,2017-10-18,1878.29,1868.16,1890.32,1867.83,38426017.0,cyb 1794 | 1792,2017-10-19,1865.93,1862.61,1876.67,1855.36,37950221.0,cyb 1795 | 1793,2017-10-20,1858.62,1880.21,1880.21,1856.1,31106953.0,cyb 1796 | 1794,2017-10-23,1881.41,1898.76,1900.38,1878.34,33221669.0,cyb 1797 | 1795,2017-10-24,1895.44,1901.69,1901.69,1882.68,34304096.0,cyb 1798 | 1796,2017-10-25,1898.63,1913.26,1913.26,1893.94,32008675.0,cyb 1799 | 1797,2017-10-26,1911.85,1910.72,1918.79,1902.27,37129736.0,cyb 1800 | 1798,2017-10-27,1909.57,1896.22,1910.93,1895.26,33676191.0,cyb 1801 | 1799,2017-10-30,1894.86,1855.99,1902.05,1848.04,45174415.0,cyb 1802 | 1800,2017-10-31,1855.94,1869.79,1869.79,1855.23,30424371.0,cyb 1803 | 1801,2017-11-01,1867.99,1872.75,1881.49,1866.52,33746366.0,cyb 1804 | 1802,2017-11-02,1869.72,1847.56,1869.72,1847.41,36142295.0,cyb 1805 | 1803,2017-11-03,1843.8,1832.97,1856.22,1825.29,34622488.0,cyb 1806 | 1804,2017-11-06,1831.9,1850.3,1850.3,1818.41,32860325.0,cyb 1807 | 1805,2017-11-07,1849.32,1859.07,1859.11,1843.92,35446552.0,cyb 1808 | 1806,2017-11-08,1858.64,1866.14,1881.05,1856.39,41798818.0,cyb 1809 | 1807,2017-11-09,1864.25,1884.11,1884.11,1858.73,38871108.0,cyb 1810 | 1808,2017-11-10,1882.72,1900.63,1905.06,1882.28,42308015.0,cyb 1811 | 1809,2017-11-13,1904.58,1906.44,1911.17,1895.87,43329133.0,cyb 1812 | 1810,2017-11-14,1908.04,1896.72,1912.49,1888.86,44263375.0,cyb 1813 | 1811,2017-11-15,1892.65,1868.08,1894.61,1861.59,37304752.0,cyb 1814 | 1812,2017-11-16,1865.72,1878.26,1883.02,1859.77,33919882.0,cyb 1815 | 1813,2017-11-17,1879.43,1833.9,1884.02,1831.01,48941243.0,cyb 1816 | 1814,2017-11-20,1819.17,1859.75,1859.75,1795.69,34647990.0,cyb 1817 | 1815,2017-11-21,1856.73,1856.96,1871.71,1844.42,36583815.0,cyb 1818 | 1816,2017-11-22,1854.58,1853.38,1867.79,1837.3,37662685.0,cyb 1819 | 1817,2017-11-23,1848.22,1794.78,1848.22,1793.49,36564052.0,cyb 1820 | 1818,2017-11-24,1789.51,1782.66,1804.21,1782.6,30068796.0,cyb 1821 | 1819,2017-11-27,1781.22,1760.9,1794.01,1758.45,29595113.0,cyb 1822 | 1820,2017-11-28,1761.52,1793.87,1794.14,1761.52,29097990.0,cyb 1823 | 1821,2017-11-29,1793.28,1787.38,1795.51,1767.63,31519554.0,cyb 1824 | 1822,2017-11-30,1783.23,1770.3,1792.14,1765.3,28435527.0,cyb 1825 | 1823,2017-12-01,1772.04,1804.62,1808.69,1771.89,33246747.0,cyb 1826 | 1824,2017-12-04,1803.03,1797.77,1812.4,1795.13,32285387.0,cyb 1827 | 1825,2017-12-05,1794.7,1758.59,1799.88,1746.12,34953776.0,cyb 1828 | 1826,2017-12-06,1755.77,1784.31,1784.82,1744.49,32556898.0,cyb 1829 | 1827,2017-12-07,1780.97,1776.99,1791.06,1774.99,30133486.0,cyb 1830 | 1828,2017-12-08,1776.26,1792.16,1803.36,1776.26,31775053.0,cyb 1831 | 1829,2017-12-11,1800.13,1816.98,1816.98,1800.13,35147910.0,cyb 1832 | 1830,2017-12-12,1818.41,1798.69,1821.48,1798.69,32687475.0,cyb 1833 | 1831,2017-12-13,1795.47,1806.09,1806.19,1787.71,29086653.0,cyb 1834 | 1832,2017-12-14,1804.19,1794.34,1809.67,1787.67,29836963.0,cyb 1835 | 1833,2017-12-15,1793.24,1783.97,1801.41,1780.27,31839325.0,cyb 1836 | 1834,2017-12-18,1784.41,1780.64,1790.87,1773.32,28155481.0,cyb 1837 | 1835,2017-12-19,1781.81,1798.5,1802.58,1781.81,28159755.0,cyb 1838 | 1836,2017-12-20,1798.36,1782.41,1799.36,1779.68,29232106.0,cyb 1839 | 1837,2017-12-21,1776.45,1789.74,1796.58,1762.98,31933627.0,cyb 1840 | 1838,2017-12-22,1788.66,1779.34,1795.07,1778.61,28850480.0,cyb 1841 | 1839,2017-12-25,1778.96,1755.81,1780.52,1751.91,32017755.0,cyb 1842 | 1840,2017-12-26,1755.14,1758.82,1760.46,1742.26,28709117.0,cyb 1843 | 1841,2017-12-27,1756.04,1745.24,1760.42,1743.77,29566530.0,cyb 1844 | 1842,2017-12-28,1742.47,1745.02,1759.1,1742.02,30244636.0,cyb 1845 | 1843,2017-12-29,1745.95,1752.65,1753.98,1741.0,27708177.0,cyb 1846 | 1844,2018-01-02,1759.02,1769.67,1770.01,1748.53,27532368.0,cyb 1847 | 1845,2018-01-03,1770.03,1795.38,1798.78,1766.34,37065373.0,cyb 1848 | 1846,2018-01-04,1790.65,1794.61,1795.25,1788.54,32511789.0,cyb 1849 | 1847,2018-01-05,1797.26,1801.42,1804.88,1795.26,31297257.0,cyb 1850 | 1848,2018-01-08,1801.18,1806.16,1806.16,1785.38,34430751.0,cyb 1851 | 1849,2018-01-09,1803.36,1803.59,1808.66,1799.42,29817280.0,cyb 1852 | 1850,2018-01-10,1803.6,1791.08,1804.73,1780.1,34398565.0,cyb 1853 | 1851,2018-01-11,1787.38,1804.23,1807.15,1776.01,38318017.0,cyb 1854 | 1852,2018-01-12,1800.89,1785.7,1802.52,1785.61,33682566.0,cyb 1855 | 1853,2018-01-15,1778.79,1732.62,1780.19,1727.0,40088903.0,cyb 1856 | 1854,2018-01-16,1729.56,1729.6,1740.85,1720.65,32634267.0,cyb 1857 | 1855,2018-01-17,1722.45,1742.03,1750.06,1697.62,39236930.0,cyb 1858 | 1856,2018-01-18,1735.46,1738.0,1754.62,1734.77,29252424.0,cyb 1859 | 1857,2018-01-19,1735.03,1728.14,1745.59,1726.53,32442629.0,cyb 1860 | 1858,2018-01-22,1726.32,1768.21,1776.18,1715.43,41961113.0,cyb 1861 | 1859,2018-01-23,1767.33,1767.83,1776.49,1760.34,33874214.0,cyb 1862 | 1860,2018-01-24,1763.69,1813.28,1817.08,1752.3,54469189.0,cyb 1863 | 1861,2018-01-25,1811.11,1810.83,1852.23,1807.51,59931213.0,cyb 1864 | 1862,2018-01-26,1809.13,1816.8,1830.55,1809.13,42053692.0,cyb 1865 | 1863,2018-01-29,1811.54,1799.77,1826.1,1791.58,44124935.0,cyb 1866 | 1864,2018-01-30,1794.33,1782.4,1808.01,1779.33,35466133.0,cyb 1867 | 1865,2018-01-31,1766.77,1735.06,1767.78,1732.98,44603968.0,cyb 1868 | 1866,2018-02-01,1735.66,1697.39,1746.55,1697.39,45082594.0,cyb 1869 | 1867,2018-02-02,1683.18,1702.43,1726.89,1676.24,40344732.0,cyb 1870 | 1868,2018-02-05,1678.19,1688.27,1698.28,1674.98,31945519.0,cyb 1871 | 1869,2018-02-06,1653.45,1598.12,1675.56,1597.89,43013428.0,cyb 1872 | 1870,2018-02-07,1632.87,1616.4,1637.78,1571.47,44850858.0,cyb 1873 | 1871,2018-02-08,1608.73,1641.43,1651.59,1608.63,45922126.0,cyb 1874 | 1872,2018-02-09,1598.48,1592.51,1629.36,1576.89,48379914.0,cyb 1875 | 1873,2018-02-12,1604.56,1648.07,1654.65,1604.56,39352247.0,cyb 1876 | 1874,2018-02-13,1657.13,1648.58,1669.08,1644.87,36224368.0,cyb 1877 | 1875,2018-02-14,1649.57,1646.77,1652.01,1633.76,26030479.0,cyb 1878 | 1876,2018-02-22,1661.56,1677.76,1679.79,1650.88,31568457.0,cyb 1879 | 1877,2018-02-23,1674.62,1668.83,1681.24,1656.95,35293566.0,cyb 1880 | 1878,2018-02-26,1683.15,1729.15,1733.71,1673.95,48349861.0,cyb 1881 | 1879,2018-02-27,1729.94,1743.54,1757.37,1728.31,56491563.0,cyb 1882 | 1880,2018-02-28,1730.15,1753.63,1773.73,1723.4,53315517.0,cyb 1883 | 1881,2018-03-01,1744.34,1789.85,1789.85,1741.03,56670665.0,cyb 1884 | 1882,2018-03-02,1777.46,1772.01,1804.25,1767.9,54471804.0,cyb 1885 | 1883,2018-03-05,1780.82,1795.69,1795.69,1768.88,43586464.0,cyb 1886 | 1884,2018-03-06,1798.03,1797.61,1810.26,1790.54,50175161.0,cyb 1887 | 1885,2018-03-07,1795.17,1785.27,1800.45,1780.3,43481160.0,cyb 1888 | 1886,2018-03-08,1783.1,1793.22,1795.82,1781.46,41561940.0,cyb 1889 | 1887,2018-03-09,1794.25,1856.46,1858.03,1793.92,70726039.0,cyb 1890 | 1888,2018-03-12,1872.03,1882.41,1901.15,1872.03,74704456.0,cyb 1891 | 1889,2018-03-13,1879.63,1872.68,1896.5,1863.16,62153302.0,cyb 1892 | 1890,2018-03-14,1863.57,1841.29,1874.15,1840.35,51908645.0,cyb 1893 | 1891,2018-03-15,1833.77,1848.71,1848.72,1812.48,47712566.0,cyb 1894 | 1892,2018-03-16,1847.18,1821.32,1857.15,1821.32,42184052.0,cyb 1895 | 1893,2018-03-19,1822.6,1842.92,1860.2,1818.62,46305893.0,cyb 1896 | 1894,2018-03-20,1828.01,1864.62,1867.46,1825.67,51393308.0,cyb 1897 | 1895,2018-03-21,1866.81,1829.91,1877.13,1829.91,58396622.0,cyb 1898 | 1896,2018-03-22,1830.56,1817.23,1841.4,1814.69,47262838.0,cyb 1899 | 1897,2018-03-23,1751.74,1726.02,1792.23,1710.4,68610556.0,cyb 1900 | 1898,2018-03-26,1704.35,1780.61,1781.84,1693.73,50640530.0,cyb 1901 | 1899,2018-03-27,1799.15,1844.69,1846.54,1797.09,63541324.0,cyb 1902 | 1900,2018-03-28,1819.66,1835.15,1856.89,1816.44,66070688.0,cyb 1903 | 1901,2018-03-29,1843.44,1842.19,1857.32,1825.97,58532501.0,cyb 1904 | 1902,2018-03-30,1850.2,1900.48,1900.96,1849.25,69905378.0,cyb 1905 | 1903,2018-04-02,1911.57,1900.25,1918.22,1891.96,74880913.0,cyb 1906 | 1904,2018-04-03,1869.87,1872.47,1886.97,1850.01,62799238.0,cyb 1907 | 1905,2018-04-04,1880.33,1836.81,1887.11,1834.67,58128189.0,cyb 1908 | 1906,2018-04-09,1830.88,1841.65,1862.97,1819.09,53586331.0,cyb 1909 | 1907,2018-04-10,1838.88,1835.52,1842.22,1811.35,60303174.0,cyb 1910 | 1908,2018-04-11,1840.09,1834.63,1857.92,1832.42,56039658.0,cyb 1911 | 1909,2018-04-12,1830.91,1826.89,1848.63,1826.69,50445581.0,cyb 1912 | 1910,2018-04-13,1840.87,1824.59,1848.92,1822.66,49321095.0,cyb 1913 | 1911,2018-04-16,1818.25,1838.71,1852.08,1816.32,55631708.0,cyb 1914 | 1912,2018-04-17,1843.75,1783.74,1849.69,1783.74,58117799.0,cyb 1915 | 1913,2018-04-18,1793.83,1822.26,1832.99,1757.39,63462348.0,cyb 1916 | 1914,2018-04-19,1815.45,1820.28,1839.13,1812.93,59617800.0,cyb 1917 | 1915,2018-04-20,1813.75,1782.81,1830.73,1781.21,58874618.0,cyb 1918 | 1916,2018-04-23,1784.15,1753.05,1794.68,1729.9,52322501.0,cyb 1919 | 1917,2018-04-24,1753.64,1806.86,1806.9,1749.18,54781039.0,cyb 1920 | 1918,2018-04-25,1798.0,1819.41,1825.23,1795.79,56271860.0,cyb 1921 | 1919,2018-04-26,1818.69,1781.28,1819.43,1780.62,51665471.0,cyb 1922 | 1920,2018-04-27,1790.3,1805.6,1813.57,1779.17,49011465.0,cyb 1923 | 1921,2018-05-02,1814.63,1801.57,1833.27,1788.01,47948177.0,cyb 1924 | 1922,2018-05-03,1797.12,1826.79,1827.77,1767.6,51381782.0,cyb 1925 | 1923,2018-05-04,1821.02,1814.85,1832.96,1812.07,44555363.0,cyb 1926 | 1924,2018-05-07,1819.67,1852.34,1854.3,1819.02,49841357.0,cyb 1927 | 1925,2018-05-08,1852.69,1856.87,1857.95,1842.63,50618824.0,cyb 1928 | 1926,2018-05-09,1853.83,1855.81,1861.94,1845.9,50079088.0,cyb 1929 | 1927,2018-05-10,1857.99,1865.36,1866.82,1846.11,55158673.0,cyb 1930 | 1928,2018-05-11,1866.93,1834.78,1870.0,1834.78,53033001.0,cyb 1931 | 1929,2018-05-14,1835.7,1830.98,1844.65,1825.69,47722578.0,cyb 1932 | 1930,2018-05-15,1830.84,1858.01,1858.99,1825.5,44742033.0,cyb 1933 | 1931,2018-05-16,1850.01,1846.67,1862.29,1845.09,44964470.0,cyb 1934 | 1932,2018-05-17,1845.28,1831.2,1851.12,1826.23,41665758.0,cyb 1935 | 1933,2018-05-18,1829.06,1836.75,1839.0,1812.66,41947324.0,cyb 1936 | 1934,2018-05-21,1845.76,1862.48,1870.57,1845.76,53369519.0,cyb 1937 | 1935,2018-05-22,1860.63,1876.0,1876.16,1858.11,51728267.0,cyb 1938 | 1936,2018-05-23,1869.5,1845.97,1876.2,1845.81,54283397.0,cyb 1939 | 1937,2018-05-24,1847.81,1838.4,1855.99,1837.44,46370842.0,cyb 1940 | 1938,2018-05-25,1835.41,1804.55,1841.64,1804.55,50762260.0,cyb 1941 | 1939,2018-05-28,1804.78,1796.91,1815.22,1788.03,47967365.0,cyb 1942 | 1940,2018-05-29,1795.72,1773.65,1815.2,1773.62,47438301.0,cyb 1943 | 1941,2018-05-30,1744.24,1726.22,1758.87,1724.28,54472402.0,cyb 1944 | 1942,2018-05-31,1741.33,1743.74,1748.53,1714.85,44875686.0,cyb 1945 | 1943,2018-06-01,1734.35,1709.55,1744.01,1699.68,42962345.0,cyb 1946 | 1944,2018-06-04,1709.57,1702.93,1715.41,1690.99,37885093.0,cyb 1947 | 1945,2018-06-05,1702.37,1746.11,1747.75,1702.37,42829137.0,cyb 1948 | 1946,2018-06-06,1744.17,1743.25,1751.97,1735.37,42978566.0,cyb 1949 | 1947,2018-06-07,1747.93,1730.38,1750.51,1728.06,41101808.0,cyb 1950 | 1948,2018-06-08,1726.3,1711.52,1727.49,1698.25,40310940.0,cyb 1951 | 1949,2018-06-11,1707.14,1688.62,1708.2,1684.31,35996993.0,cyb 1952 | 1950,2018-06-12,1692.67,1712.77,1715.66,1681.0,38385570.0,cyb 1953 | 1951,2018-06-13,1711.53,1685.89,1711.53,1685.89,37548016.0,cyb 1954 | 1952,2018-06-14,1682.84,1673.32,1702.69,1669.38,35059822.0,cyb 1955 | 1953,2018-06-15,1673.9,1641.66,1681.89,1636.7,42963410.0,cyb 1956 | 1954,2018-06-19,1612.9,1547.15,1626.87,1532.32,51102924.0,cyb 1957 | 1955,2018-06-20,1540.61,1563.79,1577.62,1525.29,47938684.0,cyb 1958 | 1956,2018-06-21,1562.37,1521.68,1570.6,1521.56,46918974.0,cyb 1959 | 1957,2018-06-22,1514.04,1549.66,1555.72,1506.62,42497378.0,cyb 1960 | 1958,2018-06-25,1563.74,1538.56,1566.78,1537.27,39844112.0,cyb 1961 | 1959,2018-06-26,1518.5,1564.92,1570.28,1515.27,45864486.0,cyb 1962 | 1960,2018-06-27,1564.29,1546.23,1572.61,1542.52,45591215.0,cyb 1963 | 1961,2018-06-28,1544.65,1543.66,1570.9,1540.89,43304138.0,cyb 1964 | 1962,2018-06-29,1547.15,1606.71,1609.73,1547.15,53696302.0,cyb 1965 | 1963,2018-07-02,1605.21,1588.37,1614.34,1572.56,52699447.0,cyb 1966 | 1964,2018-07-03,1589.5,1607.12,1613.83,1558.0,56654688.0,cyb 1967 | 1965,2018-07-04,1595.89,1565.61,1596.0,1557.54,49069423.0,cyb 1968 | 1966,2018-07-05,1560.98,1532.68,1576.99,1532.43,44402899.0,cyb 1969 | 1967,2018-07-06,1532.05,1541.31,1571.02,1517.06,52784156.0,cyb 1970 | 1968,2018-07-09,1546.01,1581.93,1582.53,1546.01,44704134.0,cyb 1971 | 1969,2018-07-10,1583.74,1592.98,1594.0,1577.39,46284338.0,cyb 1972 | 1970,2018-07-11,1562.59,1563.01,1577.17,1540.7,54205240.0,cyb 1973 | 1971,2018-07-12,1563.79,1614.63,1620.64,1563.79,66027329.0,cyb 1974 | 1972,2018-07-13,1612.19,1618.46,1626.27,1608.6,59975420.0,cyb 1975 | 1973,2018-07-16,1614.56,1616.91,1624.33,1605.21,54502804.0,cyb 1976 | 1974,2018-07-17,1615.84,1621.63,1622.09,1597.88,52099525.0,cyb 1977 | 1975,2018-07-18,1622.29,1607.88,1635.91,1607.88,54942872.0,cyb 1978 | 1976,2018-07-19,1607.93,1590.06,1619.39,1582.97,48701257.0,cyb 1979 | 1977,2018-07-20,1589.31,1609.55,1615.06,1578.8,47607815.0,cyb 1980 | 1978,2018-07-23,1592.24,1620.97,1621.17,1589.64,56063294.0,cyb 1981 | 1979,2018-07-24,1615.72,1629.61,1641.97,1607.54,60980866.0,cyb 1982 | 1980,2018-07-25,1629.13,1632.32,1645.44,1626.09,57503331.0,cyb 1983 | 1981,2018-07-26,1631.46,1606.12,1635.05,1601.46,62541499.0,cyb 1984 | 1982,2018-07-27,1601.27,1594.57,1607.3,1590.43,51793009.0,cyb 1985 | 1983,2018-07-30,1593.6,1559.64,1596.73,1554.04,47052240.0,cyb 1986 | 1984,2018-07-31,1557.6,1561.26,1571.87,1551.09,38682712.0,cyb 1987 | 1985,2018-08-01,1568.12,1541.86,1580.84,1541.86,43096596.0,cyb 1988 | 1986,2018-08-02,1538.28,1510.09,1538.94,1484.48,52104330.0,cyb 1989 | 1987,2018-08-03,1512.57,1481.61,1523.24,1481.61,35986045.0,cyb 1990 | 1988,2018-08-06,1471.36,1440.8,1485.85,1434.79,38149596.0,cyb 1991 | 1989,2018-08-07,1445.62,1479.44,1482.03,1435.09,40346032.0,cyb 1992 | 1990,2018-08-08,1475.32,1447.76,1480.28,1446.81,40958092.0,cyb 1993 | 1991,2018-08-09,1443.87,1497.61,1509.87,1443.3,50565249.0,cyb 1994 | 1992,2018-08-10,1496.1,1511.71,1514.51,1496.1,41058539.0,cyb 1995 | 1993,2018-08-13,1494.31,1531.34,1534.12,1490.82,43528579.0,cyb 1996 | 1994,2018-08-14,1530.45,1518.49,1533.07,1512.16,39294661.0,cyb 1997 | 1995,2018-08-15,1518.28,1478.51,1519.72,1472.44,42034532.0,cyb 1998 | 1996,2018-08-16,1458.39,1463.87,1489.34,1449.93,40486316.0,cyb 1999 | 1997,2018-08-17,1475.89,1434.31,1480.42,1432.06,38191213.0,cyb 2000 | 1998,2018-08-20,1428.26,1435.69,1444.0,1404.19,39557195.0,cyb 2001 | 1999,2018-08-21,1435.36,1456.97,1461.38,1431.84,39472402.0,cyb 2002 | 2000,2018-08-22,1454.71,1439.55,1457.79,1437.26,38469603.0,cyb 2003 | 2001,2018-08-23,1439.66,1455.5,1463.02,1438.28,38919965.0,cyb 2004 | 2002,2018-08-24,1450.95,1450.09,1460.65,1442.81,35110756.0,cyb 2005 | 2003,2018-08-27,1455.66,1493.43,1495.68,1454.28,44329997.0,cyb 2006 | 2004,2018-08-28,1495.9,1493.11,1499.68,1485.54,40443114.0,cyb 2007 | 2005,2018-08-29,1491.78,1481.19,1491.78,1475.97,36929514.0,cyb 2008 | 2006,2018-08-30,1479.85,1457.92,1484.16,1456.24,38571997.0,cyb 2009 | 2007,2018-08-31,1450.47,1435.2,1455.51,1434.31,34966143.0,cyb 2010 | 2008,2018-09-03,1433.63,1443.69,1445.3,1416.24,37705448.0,cyb 2011 | 2009,2018-09-04,1442.27,1455.5,1461.11,1430.66,44518686.0,cyb 2012 | 2010,2018-09-05,1450.39,1430.24,1457.59,1430.24,44146668.0,cyb 2013 | 2011,2018-09-06,1424.46,1422.87,1443.56,1416.57,41905424.0,cyb 2014 | 2012,2018-09-07,1426.98,1425.23,1453.09,1415.17,45714662.0,cyb 2015 | 2013,2018-09-10,1424.01,1390.82,1427.33,1390.14,41741248.0,cyb 2016 | 2014,2018-09-11,1389.54,1395.17,1405.98,1383.13,36747320.0,cyb 2017 | 2015,2018-09-12,1394.16,1385.8,1406.4,1382.84,36223156.0,cyb 2018 | 2016,2018-09-13,1401.96,1391.28,1408.87,1369.51,42769869.0,cyb 2019 | 2017,2018-09-14,1394.09,1366.57,1396.47,1366.57,43722262.0,cyb 2020 | 2018,2018-09-17,1360.72,1349.78,1365.4,1345.58,37591480.0,cyb 2021 | 2019,2018-09-18,1348.11,1377.3,1379.38,1347.12,41638030.0,cyb 2022 | 2020,2018-09-19,1375.21,1392.4,1405.71,1369.47,49908639.0,cyb 2023 | 2021,2018-09-20,1391.25,1387.62,1400.04,1384.71,43468368.0,cyb 2024 | 2022,2018-09-21,1393.67,1411.12,1413.56,1382.4,46145262.0,cyb 2025 | 2023,2018-09-25,1401.86,1405.81,1416.78,1398.4,33961766.0,cyb 2026 | 2024,2018-09-26,1409.02,1420.75,1430.12,1403.56,43969168.0,cyb 2027 | 2025,2018-09-27,1418.37,1400.36,1423.39,1399.15,49046820.0,cyb 2028 | 2026,2018-09-28,1403.96,1411.34,1412.95,1394.25,38975683.0,cyb 2029 | 2027,2018-10-08,1380.65,1353.67,1388.16,1353.23,37885507.0,cyb 2030 | 2028,2018-10-09,1357.97,1345.95,1365.83,1338.73,32554214.0,cyb 2031 | 2029,2018-10-10,1350.68,1346.7,1358.49,1333.84,33740896.0,cyb 2032 | 2030,2018-10-11,1299.17,1261.88,1311.84,1255.42,54575787.0,cyb 2033 | 2031,2018-10-12,1253.92,1268.41,1276.59,1230.4,49562476.0,cyb 2034 | 2032,2018-10-15,1268.88,1250.22,1282.29,1249.2,38982650.0,cyb 2035 | 2033,2018-10-16,1249.56,1216.69,1252.04,1210.1,41139608.0,cyb 2036 | 2034,2018-10-17,1231.0,1231.86,1237.77,1204.08,46837450.0,cyb 2037 | 2035,2018-10-18,1220.29,1205.03,1230.13,1205.03,45298371.0,cyb 2038 | 2036,2018-10-19,1186.49,1249.89,1252.69,1184.91,49743303.0,cyb 2039 | 2037,2018-10-22,1270.5,1314.94,1329.55,1270.49,67040368.0,cyb 2040 | 2038,2018-10-23,1313.68,1292.06,1321.97,1281.11,56342047.0,cyb 2041 | 2039,2018-10-24,1285.86,1284.1,1303.23,1277.59,45634501.0,cyb 2042 | 2040,2018-10-25,1245.3,1273.6,1279.94,1239.59,46661932.0,cyb 2043 | 2041,2018-10-26,1283.07,1263.19,1290.57,1257.5,41997490.0,cyb 2044 | 2042,2018-10-29,1262.54,1250.48,1271.35,1245.15,36434882.0,cyb 2045 | 2043,2018-10-30,1248.67,1259.95,1279.04,1222.62,44339806.0,cyb 2046 | 2044,2018-10-31,1263.34,1275.57,1287.35,1259.66,44622354.0,cyb 2047 | 2045,2018-11-01,1291.88,1286.33,1312.77,1286.33,59508617.0,cyb 2048 | 2046,2018-11-02,1328.46,1348.28,1349.43,1320.74,68860713.0,cyb 2049 | 2047,2018-11-05,1347.47,1348.88,1371.43,1325.02,67791544.0,cyb 2050 | 2048,2018-11-06,1346.53,1349.11,1350.82,1327.4,50219016.0,cyb 2051 | 2049,2018-11-07,1349.62,1345.77,1367.27,1345.2,58586065.0,cyb 2052 | 2050,2018-11-08,1357.89,1329.59,1359.29,1328.99,50689611.0,cyb 2053 | 2051,2018-11-09,1321.33,1322.83,1337.39,1318.21,43652554.0,cyb 2054 | 2052,2018-11-12,1322.87,1368.79,1370.87,1320.52,62902639.0,cyb 2055 | 2053,2018-11-13,1356.62,1392.05,1400.87,1353.63,87290888.0,cyb 2056 | 2054,2018-11-14,1388.23,1385.73,1401.43,1382.79,74507255.0,cyb 2057 | 2055,2018-11-15,1382.34,1405.25,1405.39,1381.29,68113463.0,cyb 2058 | 2056,2018-11-16,1406.73,1403.28,1415.38,1390.81,72087100.0,cyb 2059 | 2057,2018-11-19,1399.0,1394.4,1403.94,1380.6,63350102.0,cyb 2060 | 2058,2018-11-20,1384.18,1355.33,1385.96,1352.73,63894445.0,cyb 2061 | 2059,2018-11-21,1344.4,1363.03,1364.76,1342.16,57344923.0,cyb 2062 | 2060,2018-11-22,1365.48,1353.92,1371.39,1349.99,51790139.0,cyb 2063 | 2061,2018-11-23,1355.17,1308.74,1355.17,1306.56,63949536.0,cyb 2064 | 2062,2018-11-26,1309.47,1304.56,1316.47,1296.03,42769700.0,cyb 2065 | 2063,2018-11-27,1314.09,1315.43,1322.41,1307.2,44788730.0,cyb 2066 | 2064,2018-11-28,1314.53,1341.08,1341.51,1305.02,55448497.0,cyb 2067 | 2065,2018-11-29,1347.74,1312.72,1351.98,1312.72,55540169.0,cyb 2068 | 2066,2018-11-30,1309.89,1329.39,1332.93,1304.66,48034178.0,cyb 2069 | 2067,2018-12-03,1365.9,1372.79,1380.82,1358.1,66019821.0,cyb 2070 | 2068,2018-12-04,1370.29,1378.75,1378.99,1366.49,56644954.0,cyb 2071 | 2069,2018-12-05,1359.27,1381.77,1391.03,1355.7,60014964.0,cyb 2072 | 2070,2018-12-06,1371.34,1345.76,1376.32,1342.81,57111806.0,cyb 2073 | 2071,2018-12-07,1344.13,1341.02,1349.26,1334.39,47585257.0,cyb 2074 | 2072,2018-12-10,1328.06,1326.85,1340.16,1325.91,45161321.0,cyb 2075 | 2073,2018-12-11,1332.52,1338.08,1339.02,1328.44,43401098.0,cyb 2076 | 2074,2018-12-12,1343.9,1338.73,1347.74,1335.35,45260072.0,cyb 2077 | 2075,2018-12-13,1341.55,1348.5,1357.02,1327.02,51922690.0,cyb 2078 | 2076,2018-12-14,1346.9,1310.46,1346.9,1309.44,52506979.0,cyb 2079 | 2077,2018-12-17,1303.88,1299.17,1306.95,1284.66,41966203.0,cyb 2080 | 2078,2018-12-18,1293.15,1293.34,1307.9,1282.96,40321940.0,cyb 2081 | 2079,2018-12-19,1295.89,1268.81,1296.86,1265.75,38466011.0,cyb 2082 | 2080,2018-12-20,1266.76,1278.16,1282.11,1265.88,38969150.0,cyb 2083 | 2081,2018-12-21,1274.04,1270.3,1279.5,1259.81,38881079.0,cyb 2084 | 2082,2018-12-24,1267.23,1284.33,1285.69,1263.57,38790014.0,cyb 2085 | 2083,2018-12-25,1269.14,1273.45,1279.7,1243.97,53075755.0,cyb 2086 | 2084,2018-12-26,1272.24,1264.07,1280.36,1262.34,44764549.0,cyb 2087 | 2085,2018-12-27,1283.17,1248.08,1285.52,1246.79,48542962.0,cyb 2088 | 2086,2018-12-28,1248.06,1250.53,1253.84,1236.28,43144916.0,cyb 2089 | 2087,2019-01-02,1250.62,1228.77,1251.23,1226.87,37899531.0,cyb 2090 | 2088,2019-01-03,1226.74,1214.5,1240.29,1213.87,46874281.0,cyb 2091 | 2089,2019-01-04,1203.67,1245.16,1246.39,1201.8,57771140.0,cyb 2092 | 2090,2019-01-07,1250.4,1268.06,1270.36,1244.82,63864037.0,cyb 2093 | 2091,2019-01-08,1262.2,1263.51,1270.43,1258.57,59502582.0,cyb 2094 | 2092,2019-01-09,1263.73,1262.52,1285.31,1258.62,67379457.0,cyb 2095 | 2093,2019-01-10,1262.1,1258.99,1270.66,1255.74,60079139.0,cyb 2096 | 2094,2019-01-11,1260.0,1261.56,1266.67,1252.3,57687061.0,cyb 2097 | 2095,2019-01-14,1263.02,1246.0,1264.04,1243.53,56699158.0,cyb 2098 | 2096,2019-01-15,1243.93,1266.27,1267.65,1238.59,58126895.0,cyb 2099 | 2097,2019-01-16,1267.14,1267.3,1277.27,1262.27,55111235.0,cyb 2100 | 2098,2019-01-17,1267.82,1251.41,1267.82,1251.15,51818064.0,cyb 2101 | 2099,2019-01-18,1255.6,1269.5,1270.0,1248.85,50640530.0,cyb 2102 | 2100,2019-01-21,1271.39,1274.79,1283.14,1266.8,51088753.0,cyb 2103 | 2101,2019-01-22,1273.47,1252.24,1273.47,1247.45,47440492.0,cyb 2104 | 2102,2019-01-23,1250.83,1251.13,1255.41,1244.94,41704004.0,cyb 2105 | 2103,2019-01-24,1252.38,1265.16,1272.49,1248.06,50755540.0,cyb 2106 | 2104,2019-01-25,1266.63,1265.49,1276.99,1261.41,51347193.0,cyb 2107 | 2105,2019-01-28,1272.37,1259.74,1279.82,1257.53,51305174.0,cyb 2108 | 2106,2019-01-29,1259.8,1243.59,1259.8,1229.48,51543345.0,cyb 2109 | 2107,2019-01-30,1238.28,1230.82,1248.96,1230.82,41711934.0,cyb 2110 | 2108,2019-01-31,1231.0,1227.99,1243.59,1220.95,52366207.0,cyb 2111 | 2109,2019-02-01,1233.38,1271.27,1272.19,1233.38,46354210.0,cyb 2112 | 2110,2019-02-11,1275.22,1316.1,1319.18,1274.73,52224416.0,cyb 2113 | 2111,2019-02-12,1316.91,1332.27,1336.14,1314.91,58697467.0,cyb 2114 | 2112,2019-02-13,1335.16,1357.67,1362.64,1333.11,72372681.0,cyb 2115 | 2113,2019-02-14,1357.78,1361.94,1369.78,1349.47,67547726.0,cyb 2116 | 2114,2019-02-15,1360.76,1357.84,1371.96,1355.78,68019638.0,cyb 2117 | 2115,2019-02-18,1364.94,1413.6,1413.77,1364.94,91472143.0,cyb 2118 | 2116,2019-02-19,1419.04,1406.04,1427.14,1391.57,102824505.0,cyb 2119 | 2117,2019-02-20,1406.99,1408.38,1417.89,1387.9,85928762.0,cyb 2120 | 2118,2019-02-21,1405.52,1412.54,1452.39,1401.77,106419625.0,cyb 2121 | 2119,2019-02-22,1409.86,1456.3,1456.3,1407.29,98390321.0,cyb 2122 | 2120,2019-02-25,1487.3,1536.37,1538.16,1481.17,146336606.0,cyb 2123 | 2121,2019-02-26,1549.24,1546.99,1581.83,1532.44,154548729.0,cyb 2124 | 2122,2019-02-27,1544.16,1520.42,1555.59,1503.68,122573201.0,cyb 2125 | 2123,2019-02-28,1522.63,1535.68,1549.33,1519.76,98043519.0,cyb 2126 | 2124,2019-03-01,1558.9,1567.87,1568.32,1532.45,93850278.0,cyb 2127 | 2125,2019-03-04,1596.55,1619.71,1651.01,1593.26,139956931.0,cyb 2128 | 2126,2019-03-05,1615.59,1676.57,1676.57,1613.5,141562275.0,cyb 2129 | 2127,2019-03-06,1684.97,1700.5,1704.1,1661.01,162408735.0,cyb 2130 | 2128,2019-03-07,1699.6,1692.42,1719.15,1666.37,164515686.0,cyb 2131 | 2129,2019-03-08,1647.85,1654.49,1718.38,1635.45,170862330.0,cyb 2132 | 2130,2019-03-11,1673.4,1727.8,1728.33,1656.14,148764384.0,cyb 2133 | 2131,2019-03-12,1733.43,1773.43,1789.16,1733.43,175565483.0,cyb 2134 | 2132,2019-03-13,1769.55,1693.86,1769.55,1682.36,152889685.0,cyb 2135 | 2133,2019-03-14,1676.61,1650.19,1700.52,1628.64,118466693.0,cyb 2136 | 2134,2019-03-15,1667.78,1662.62,1685.08,1642.7,98734441.0,cyb 2137 | 2135,2019-03-18,1671.28,1707.06,1707.06,1652.88,95332936.0,cyb 2138 | 2136,2019-03-19,1706.19,1708.87,1730.35,1693.54,98553411.0,cyb 2139 | 2137,2019-03-20,1701.73,1687.9,1705.59,1654.3,100299384.0,cyb 2140 | 2138,2019-03-21,1683.55,1703.85,1716.45,1677.65,117792895.0,cyb 2141 | 2139,2019-03-22,1703.97,1693.87,1703.97,1660.33,100370135.0,cyb 2142 | 2140,2019-03-25,1662.76,1668.84,1695.09,1658.45,104375725.0,cyb 2143 | 2141,2019-03-26,1680.78,1630.19,1684.36,1627.23,104600710.0,cyb 2144 | 2142,2019-03-27,1640.21,1637.77,1645.56,1616.6,87928097.0,cyb 2145 | 2143,2019-03-28,1632.04,1626.82,1659.94,1624.01,86193706.0,cyb 2146 | 2144,2019-03-29,1633.38,1693.55,1693.55,1628.74,100114564.0,cyb 2147 | 2145,2019-04-01,1710.16,1760.89,1766.37,1710.16,121650996.0,cyb 2148 | 2146,2019-04-02,1771.69,1754.16,1774.98,1747.44,131529823.0,cyb 2149 | 2147,2019-04-03,1743.99,1768.18,1769.76,1739.14,111334596.0,cyb 2150 | 2148,2019-04-04,1780.28,1777.26,1784.47,1761.05,115917091.0,cyb 2151 | 2149,2019-04-08,1787.96,1739.66,1792.03,1720.0,119082024.0,cyb 2152 | 2150,2019-04-09,1734.18,1741.17,1753.52,1721.32,98511499.0,cyb 2153 | 2151,2019-04-10,1727.97,1726.64,1740.85,1714.64,116036255.0,cyb 2154 | 2152,2019-04-11,1727.22,1691.1,1732.61,1688.1,103545437.0,cyb 2155 | 2153,2019-04-12,1692.43,1695.73,1702.35,1683.29,83599278.0,cyb 2156 | 2154,2019-04-15,1721.64,1666.9,1726.2,1666.65,89210623.0,cyb 2157 | 2155,2019-04-16,1656.76,1697.53,1697.53,1638.3,95438650.0,cyb 2158 | 2156,2019-04-17,1699.19,1717.44,1729.21,1697.97,107376772.0,cyb 2159 | 2157,2019-04-18,1715.18,1704.55,1719.96,1702.93,99340776.0,cyb 2160 | 2158,2019-04-19,1704.72,1715.8,1715.8,1692.49,95607644.0,cyb 2161 | 2159,2019-04-22,1720.78,1697.51,1723.56,1690.64,102662459.0,cyb 2162 | 2160,2019-04-23,1695.27,1683.8,1706.08,1677.73,93033375.0,cyb 2163 | 2161,2019-04-24,1690.28,1718.85,1721.42,1676.64,86336153.0,cyb 2164 | 2162,2019-04-25,1709.83,1669.98,1723.66,1669.24,103488546.0,cyb 2165 | 2163,2019-04-26,1664.04,1657.82,1682.46,1653.69,82295686.0,cyb 2166 | 2164,2019-04-29,1658.19,1615.62,1661.06,1611.22,89788375.0,cyb 2167 | 2165,2019-04-30,1612.11,1623.78,1634.71,1608.72,67089716.0,cyb 2168 | 2166,2019-05-06,1551.72,1494.89,1563.61,1487.45,81031183.0,cyb 2169 | 2167,2019-05-07,1506.97,1504.16,1523.66,1474.5,71414081.0,cyb 2170 | 2168,2019-05-08,1469.24,1481.87,1515.16,1465.09,69212266.0,cyb 2171 | 2169,2019-05-09,1470.98,1469.48,1491.38,1466.97,62281924.0,cyb 2172 | 2170,2019-05-10,1489.19,1533.87,1535.16,1463.19,88878924.0,cyb 2173 | 2171,2019-05-13,1513.96,1503.06,1523.88,1494.48,68284178.0,cyb 2174 | 2172,2019-05-14,1492.9,1494.6,1517.67,1491.44,66451752.0,cyb 2175 | 2173,2019-05-15,1509.45,1528.69,1533.73,1503.67,70865256.0,cyb 2176 | 2174,2019-05-16,1528.63,1533.67,1537.59,1515.61,71206744.0,cyb 2177 | 2175,2019-05-17,1537.45,1478.75,1537.45,1472.46,85849562.0,cyb 2178 | 2176,2019-05-20,1478.2,1469.31,1481.19,1450.28,69790734.0,cyb 2179 | 2177,2019-05-21,1469.97,1493.72,1504.21,1465.88,71139761.0,cyb 2180 | 2178,2019-05-22,1493.66,1488.63,1503.81,1477.46,75104707.0,cyb 2181 | 2179,2019-05-23,1486.95,1451.24,1486.95,1449.14,79315305.0,cyb 2182 | 2180,2019-05-24,1452.04,1443.75,1465.24,1437.93,65014833.0,cyb 2183 | 2181,2019-05-27,1447.98,1491.95,1496.79,1445.79,74315057.0,cyb 2184 | 2182,2019-05-28,1497.12,1505.16,1506.78,1483.76,75525871.0,cyb 2185 | 2183,2019-05-29,1492.58,1497.89,1507.18,1488.04,66917693.0,cyb 2186 | 2184,2019-05-30,1494.35,1485.24,1495.24,1466.83,69812267.0,cyb 2187 | 2185,2019-05-31,1487.28,1483.66,1498.24,1474.53,65465278.0,cyb 2188 | 2186,2019-06-03,1489.43,1468.98,1499.01,1466.27,71768355.0,cyb 2189 | 2187,2019-06-04,1467.59,1456.27,1476.21,1448.0,63831588.0,cyb 2190 | 2188,2019-06-05,1471.95,1451.18,1475.54,1448.99,62980458.0,cyb 2191 | 2189,2019-06-06,1450.1,1416.06,1450.1,1411.61,62187252.0,cyb 2192 | 2190,2019-06-10,1422.34,1431.34,1441.17,1410.57,54225467.0,cyb 2193 | 2191,2019-06-11,1432.95,1487.35,1488.93,1430.09,83442255.0,cyb 2194 | 2192,2019-06-12,1481.42,1473.9,1486.6,1467.54,75916365.0,cyb 2195 | 2193,2019-06-13,1474.55,1479.83,1485.72,1464.84,75013262.0,cyb 2196 | 2194,2019-06-14,1478.53,1453.96,1489.47,1451.66,74768380.0,cyb 2197 | 2195,2019-06-17,1450.56,1442.35,1459.21,1437.14,56997685.0,cyb 2198 | 2196,2019-06-18,1443.65,1455.75,1460.19,1437.04,53789400.0,cyb 2199 | 2197,2019-06-19,1501.25,1469.99,1504.41,1469.59,77993089.0,cyb 2200 | 2198,2019-06-20,1469.81,1498.01,1507.62,1463.82,83670038.0,cyb 2201 | 2199,2019-06-21,1531.39,1523.81,1534.49,1515.91,103894653.0,cyb 2202 | 2200,2019-06-24,1526.7,1514.46,1526.7,1507.69,88485984.0,cyb 2203 | 2201,2019-06-25,1512.93,1498.47,1512.93,1480.27,83518680.0,cyb 2204 | 2202,2019-06-26,1490.56,1504.55,1511.53,1487.75,72317768.0,cyb 2205 | 2203,2019-06-27,1510.09,1525.24,1529.72,1507.97,82720017.0,cyb 2206 | 2204,2019-06-28,1523.79,1511.51,1523.79,1501.63,76333521.0,cyb 2207 | 2205,2019-07-01,1545.06,1568.16,1568.4,1534.56,95588571.0,cyb 2208 | 2206,2019-07-02,1565.99,1570.51,1577.03,1560.6,85373339.0,cyb 2209 | 2207,2019-07-03,1566.3,1544.36,1566.3,1538.37,71583163.0,cyb 2210 | 2208,2019-07-04,1548.56,1532.74,1551.14,1525.29,65887633.0,cyb 2211 | 2209,2019-07-05,1535.48,1547.74,1551.94,1532.86,56981127.0,cyb 2212 | 2210,2019-07-08,1547.6,1506.66,1547.6,1495.23,71985841.0,cyb 2213 | 2211,2019-07-09,1507.39,1517.79,1521.71,1501.74,51837661.0,cyb 2214 | 2212,2019-07-10,1521.95,1510.43,1523.81,1504.66,51291224.0,cyb 2215 | 2213,2019-07-11,1522.81,1514.2,1531.64,1507.7,53400624.0,cyb 2216 | 2214,2019-07-12,1517.04,1518.07,1525.69,1506.7,52203777.0,cyb 2217 | 2215,2019-07-15,1512.77,1547.47,1556.05,1496.81,71413141.0,cyb 2218 | 2216,2019-07-16,1545.34,1545.27,1551.99,1538.62,57055200.0,cyb 2219 | 2217,2019-07-17,1544.42,1550.22,1563.05,1541.37,62319513.0,cyb 2220 | 2218,2019-07-18,1542.43,1524.48,1542.66,1524.48,58632213.0,cyb 2221 | 2219,2019-07-19,1532.38,1541.98,1552.74,1532.38,54482721.0,cyb 2222 | 2220,2019-07-22,1545.91,1515.97,1545.93,1511.52,59460660.0,cyb 2223 | 2221,2019-07-23,1519.63,1534.93,1535.04,1516.86,48815543.0,cyb 2224 | 2222,2019-07-24,1539.23,1553.72,1562.13,1538.67,62182764.0,cyb 2225 | 2223,2019-07-25,1552.85,1566.08,1567.33,1549.49,58250038.0,cyb 2226 | 2224,2019-07-26,1562.2,1561.86,1565.44,1552.39,49682582.0,cyb 2227 | 2225,2019-07-29,1561.27,1566.52,1566.74,1556.38,49739310.0,cyb 2228 | 2226,2019-07-30,1568.16,1580.13,1593.69,1566.6,56056773.0,cyb 2229 | 2227,2019-07-31,1577.2,1570.39,1578.75,1567.99,49678391.0,cyb 2230 | 2228,2019-08-01,1562.53,1573.87,1578.86,1561.2,53238743.0,cyb 2231 | 2229,2019-08-02,1539.92,1556.74,1559.12,1536.4,61741259.0,cyb 2232 | 2230,2019-08-05,1552.35,1531.37,1566.73,1531.37,55998768.0,cyb 2233 | 2231,2019-08-06,1501.4,1507.91,1517.68,1478.54,74142424.0,cyb 2234 | 2232,2019-08-07,1520.58,1500.25,1523.62,1500.07,51855359.0,cyb 2235 | 2233,2019-08-08,1512.27,1522.97,1526.18,1511.34,48632470.0,cyb 2236 | 2234,2019-08-09,1532.98,1507.71,1536.25,1504.89,53389191.0,cyb 2237 | 2235,2019-08-12,1511.32,1539.91,1539.91,1506.68,51313082.0,cyb 2238 | 2236,2019-08-13,1526.08,1524.36,1535.98,1519.01,48041894.0,cyb 2239 | 2237,2019-08-14,1546.21,1536.66,1551.44,1534.85,58219586.0,cyb 2240 | 2238,2019-08-15,1507.95,1555.77,1556.01,1505.43,61485833.0,cyb 2241 | 2239,2019-08-16,1554.72,1567.99,1584.38,1553.82,64693983.0,cyb 2242 | 2240,2019-08-19,1586.01,1622.84,1622.84,1581.71,89620554.0,cyb 2243 | 2241,2019-08-20,1624.8,1611.59,1630.32,1607.4,83911540.0,cyb 2244 | 2242,2019-08-21,1614.3,1609.83,1616.08,1605.4,67621491.0,cyb 2245 | 2243,2019-08-22,1614.13,1613.46,1615.61,1599.31,68810035.0,cyb 2246 | 2244,2019-08-23,1614.54,1615.56,1623.19,1605.01,71199829.0,cyb 2247 | 2245,2019-08-26,1588.55,1600.8,1608.2,1587.9,66665918.0,cyb 2248 | 2246,2019-08-27,1611.9,1628.12,1646.87,1610.0,80858368.0,cyb 2249 | 2247,2019-08-28,1629.99,1625.19,1632.69,1617.25,75561575.0,cyb 2250 | 2248,2019-08-29,1625.96,1620.86,1632.96,1615.57,77118266.0,cyb 2251 | 2249,2019-08-30,1630.05,1610.9,1637.26,1600.45,89764724.0,cyb 2252 | 2250,2019-09-02,1614.03,1652.29,1655.42,1610.81,85920279.0,cyb 2253 | 2251,2019-09-03,1656.05,1660.43,1662.38,1646.92,88876711.0,cyb 2254 | 2252,2019-09-04,1656.59,1669.41,1669.41,1650.03,88852061.0,cyb 2255 | 2253,2019-09-05,1682.44,1689.05,1708.97,1682.44,115982552.0,cyb 2256 | 2254,2019-09-06,1699.66,1692.24,1700.19,1674.67,94286868.0,cyb 2257 | 2255,2019-09-09,1702.99,1733.23,1733.23,1691.94,112397120.0,cyb 2258 | 2256,2019-09-10,1733.63,1725.31,1734.97,1715.75,109761197.0,cyb 2259 | 2257,2019-09-11,1730.35,1703.54,1736.18,1700.91,94464744.0,cyb 2260 | 2258,2019-09-12,1713.59,1710.57,1715.33,1695.29,82485893.0,cyb 2261 | 2259,2019-09-16,1715.92,1714.37,1723.11,1703.38,93380674.0,cyb 2262 | 2260,2019-09-17,1710.77,1677.99,1710.77,1671.07,95946159.0,cyb 2263 | 2261,2019-09-18,1683.15,1679.31,1687.11,1668.66,77797993.0,cyb 2264 | 2262,2019-09-19,1684.93,1705.6,1706.86,1676.5,77939585.0,cyb 2265 | 2263,2019-09-20,1709.23,1705.05,1716.84,1701.4,81861383.0,cyb 2266 | 2264,2019-09-23,1699.34,1684.32,1699.34,1669.89,78227222.0,cyb 2267 | 2265,2019-09-24,1685.12,1694.6,1706.82,1678.18,85258936.0,cyb 2268 | 2266,2019-09-25,1686.19,1672.65,1689.23,1670.68,83686812.0,cyb 2269 | 2267,2019-09-26,1677.79,1623.79,1680.93,1623.65,85389488.0,cyb 2270 | 2268,2019-09-27,1628.14,1647.53,1653.06,1624.75,66989739.0,cyb 2271 | 2269,2019-09-30,1648.9,1627.55,1651.87,1626.05,57100676.0,cyb 2272 | 2270,2019-10-08,1631.92,1616.58,1638.72,1615.16,56130708.0,cyb 2273 | 2271,2019-10-09,1613.02,1622.42,1623.18,1601.81,54507433.0,cyb 2274 | 2272,2019-10-10,1632.22,1666.97,1668.17,1627.43,65454119.0,cyb 2275 | 2273,2019-10-11,1667.95,1666.83,1675.74,1654.56,73142654.0,cyb 2276 | 2274,2019-10-14,1678.79,1679.38,1690.94,1671.09,81755294.0,cyb 2277 | 2275,2019-10-15,1676.24,1660.89,1676.24,1659.11,84824386.0,cyb 2278 | 2276,2019-10-16,1661.0,1656.37,1671.77,1655.3,71384315.0,cyb 2279 | 2277,2019-10-17,1657.93,1658.26,1664.1,1652.43,62932494.0,cyb 2280 | 2278,2019-10-18,1662.61,1648.63,1674.92,1644.27,69621792.0,cyb 2281 | 2279,2019-10-21,1651.29,1644.51,1651.29,1628.93,65727686.0,cyb 2282 | 2280,2019-10-22,1649.76,1666.87,1667.21,1647.31,66785190.0,cyb 2283 | 2281,2019-10-23,1668.71,1650.29,1672.43,1646.98,67317979.0,cyb 2284 | 2282,2019-10-24,1650.79,1653.86,1658.39,1640.16,63894840.0,cyb 2285 | 2283,2019-10-25,1655.29,1675.34,1677.03,1649.14,66393594.0,cyb 2286 | 2284,2019-10-28,1687.37,1704.42,1704.78,1684.11,92214079.0,cyb 2287 | 2285,2019-10-29,1702.15,1686.58,1706.31,1686.58,98225986.0,cyb 2288 | 2286,2019-10-30,1684.6,1684.08,1689.83,1672.1,78073735.0,cyb 2289 | 2287,2019-10-31,1688.42,1671.31,1693.39,1669.33,68010322.0,cyb 2290 | 2288,2019-11-01,1667.86,1687.0,1688.71,1663.61,64583252.0,cyb 2291 | 2289,2019-11-04,1689.58,1699.92,1707.11,1689.0,67321000.0,cyb 2292 | 2290,2019-11-05,1704.06,1713.29,1718.18,1695.4,64748531.0,cyb 2293 | 2291,2019-11-06,1720.68,1703.02,1721.1,1696.79,64296773.0,cyb 2294 | 2292,2019-11-07,1698.63,1715.58,1724.37,1695.34,61746938.0,cyb 2295 | 2293,2019-11-08,1724.4,1711.22,1731.0,1709.96,65839680.0,cyb 2296 | 2294,2019-11-11,1699.17,1673.13,1700.28,1671.67,65448503.0,cyb 2297 | 2295,2019-11-12,1676.43,1671.44,1679.73,1654.91,56920943.0,cyb 2298 | 2296,2019-11-13,1673.55,1681.79,1683.63,1666.57,51317667.0,cyb 2299 | 2297,2019-11-14,1682.87,1692.58,1696.73,1681.07,54779580.0,cyb 2300 | 2298,2019-11-15,1692.08,1674.78,1695.97,1674.78,61722545.0,cyb 2301 | 2299,2019-11-18,1671.59,1682.49,1683.46,1665.11,52224997.0,cyb 2302 | 2300,2019-11-19,1685.75,1729.08,1729.16,1683.57,67367355.0,cyb 2303 | 2301,2019-11-20,1730.03,1719.66,1745.09,1717.01,69311267.0,cyb 2304 | 2302,2019-11-21,1713.44,1713.2,1726.76,1706.88,56086057.0,cyb 2305 | 2303,2019-11-22,1721.88,1679.8,1736.83,1670.93,72448378.0,cyb 2306 | 2304,2019-11-25,1682.23,1661.77,1684.45,1652.54,59748924.0,cyb 2307 | 2305,2019-11-26,1667.78,1679.08,1679.73,1659.03,55443958.0,cyb 2308 | 2306,2019-11-27,1671.15,1674.39,1686.49,1659.0,52869133.0,cyb 2309 | 2307,2019-11-28,1675.17,1673.79,1683.25,1668.16,49591082.0,cyb 2310 | 2308,2019-11-29,1670.39,1664.9,1673.23,1647.29,49298765.0,cyb 2311 | 2309,2019-12-02,1670.16,1669.54,1680.24,1665.11,50711154.0,cyb 2312 | 2310,2019-12-03,1664.79,1675.39,1675.42,1647.67,54839039.0,cyb 2313 | 2311,2019-12-04,1666.6,1673.78,1683.79,1663.93,52555544.0,cyb 2314 | 2312,2019-12-05,1681.25,1709.83,1714.08,1679.4,63428042.0,cyb 2315 | 2313,2019-12-06,1711.64,1726.8,1726.8,1707.22,66525918.0,cyb 2316 | 2314,2019-12-09,1733.48,1721.07,1734.06,1715.39,70982449.0,cyb 2317 | 2315,2019-12-10,1715.71,1734.02,1734.02,1711.01,75974593.0,cyb 2318 | 2316,2019-12-11,1730.4,1718.26,1733.74,1713.9,77995587.0,cyb 2319 | 2317,2019-12-12,1720.42,1720.99,1733.75,1716.78,78031036.0,cyb 2320 | 2318,2019-12-13,1738.56,1755.41,1757.75,1733.12,81972539.0,cyb 2321 | 2319,2019-12-16,1760.8,1780.33,1780.33,1752.01,96066630.0,cyb 2322 | 2320,2019-12-17,1782.98,1801.62,1807.95,1780.52,108961727.0,cyb 2323 | 2321,2019-12-18,1798.4,1792.42,1804.38,1787.23,105321415.0,cyb 2324 | 2322,2019-12-19,1792.71,1790.44,1797.02,1781.03,100376984.0,cyb 2325 | 2323,2019-12-20,1792.05,1771.71,1798.38,1771.71,95294231.0,cyb 2326 | 2324,2019-12-23,1763.73,1736.62,1775.01,1735.72,83578134.0,cyb 2327 | 2325,2019-12-24,1742.89,1769.87,1769.89,1742.86,72078880.0,cyb 2328 | 2326,2019-12-25,1766.22,1784.39,1787.5,1764.81,81747977.0,cyb 2329 | 2327,2019-12-26,1784.43,1793.64,1793.64,1777.7,77388718.0,cyb 2330 | 2328,2019-12-27,1795.41,1767.58,1805.19,1767.17,91075748.0,cyb 2331 | 2329,2019-12-30,1763.58,1790.24,1790.91,1749.16,79328426.0,cyb 2332 | 2330,2019-12-31,1790.8,1798.12,1804.82,1787.45,70185624.0,cyb 2333 | 2331,2020-01-02,1811.22,1832.74,1839.41,1797.54,104308809.0,cyb 2334 | 2332,2020-01-03,1836.86,1836.01,1842.56,1821.67,102278947.0,cyb 2335 | 2333,2020-01-06,1825.55,1859.92,1876.46,1824.35,123882597.0,cyb 2336 | 2334,2020-01-07,1866.26,1893.21,1893.21,1866.26,117716464.0,cyb 2337 | 2335,2020-01-08,1881.01,1862.7,1892.58,1858.28,124252640.0,cyb 2338 | 2336,2020-01-09,1884.42,1913.14,1913.78,1884.42,111039941.0,cyb 2339 | 2337,2020-01-10,1917.61,1904.19,1917.83,1894.67,101909878.0,cyb 2340 | 2338,2020-01-13,1905.4,1935.07,1935.07,1893.57,97008284.0,cyb 2341 | 2339,2020-01-14,1941.12,1922.56,1945.77,1922.13,104559052.0,cyb 2342 | 2340,2020-01-15,1920.66,1924.24,1928.69,1902.61,96262132.0,cyb 2343 | 2341,2020-01-16,1924.52,1929.96,1936.03,1917.56,90789901.0,cyb 2344 | 2342,2020-01-17,1935.3,1932.51,1949.04,1928.35,87891982.0,cyb 2345 | 2343,2020-01-20,1940.12,1982.18,1982.18,1935.83,96129782.0,cyb 2346 | 2344,2020-01-21,1979.37,1967.03,1987.66,1959.44,97771047.0,cyb 2347 | 2345,2020-01-22,1958.08,1993.9,2004.39,1928.03,104920752.0,cyb 2348 | 2346,2020-01-23,1973.33,1927.74,1996.55,1904.28,115766356.0,cyb 2349 | 2347,2020-02-03,1769.16,1795.77,1830.81,1769.16,55016176.0,cyb 2350 | 2348,2020-02-04,1786.16,1882.69,1886.8,1786.16,137879858.0,cyb 2351 | 2349,2020-02-05,1908.97,1939.62,1966.26,1901.8,128392844.0,cyb 2352 | 2350,2020-02-06,1934.98,2012.25,2014.88,1918.66,139859248.0,cyb 2353 | 2351,2020-02-07,2014.16,2015.8,2025.32,1976.79,150570021.0,cyb 2354 | 2352,2020-02-10,2019.31,2042.18,2043.68,2007.22,140850193.0,cyb 2355 | 2353,2020-02-11,2044.22,2028.44,2046.81,2015.76,114694176.0,cyb 2356 | 2354,2020-02-12,2024.38,2085.28,2086.94,2022.68,125141580.0,cyb 2357 | 2355,2020-02-13,2080.82,2064.6,2093.37,2052.57,132454668.0,cyb 2358 | 2356,2020-02-14,2063.31,2069.22,2104.01,2049.26,120465864.0,cyb 2359 | 2357,2020-02-17,2089.21,2146.18,2146.18,2089.21,137288265.0,cyb 2360 | 2358,2020-02-18,2149.3,2170.95,2170.95,2134.34,151987308.0,cyb 2361 | 2359,2020-02-19,2168.85,2139.44,2171.95,2137.41,153374702.0,cyb 2362 | 2360,2020-02-20,2151.42,2186.74,2190.5,2140.06,149959190.0,cyb 2363 | 2361,2020-02-21,2191.98,2226.64,2247.42,2189.25,171554382.0,cyb 2364 | 2362,2020-02-24,2223.19,2263.97,2271.7,2213.82,174379828.0,cyb 2365 | 2363,2020-02-25,2218.33,2287.31,2293.46,2171.68,203878173.0,cyb 2366 | 2364,2020-02-26,2248.65,2180.7,2263.07,2173.2,181700143.0,cyb 2367 | 2365,2020-02-27,2200.38,2196.71,2233.76,2163.88,151009506.0,cyb 2368 | 2366,2020-02-28,2114.32,2071.57,2155.97,2068.93,163640946.0,cyb 2369 | 2367,2020-03-02,2110.45,2135.42,2153.22,2082.97,135581757.0,cyb 2370 | 2368,2020-03-03,2190.5,2173.35,2238.73,2151.52,164936782.0,cyb 2371 | 2369,2020-03-04,2159.86,2169.44,2180.43,2122.45,136894653.0,cyb 2372 | 2370,2020-03-05,2206.08,2209.59,2216.82,2176.49,153722439.0,cyb 2373 | 2371,2020-03-06,2178.5,2192.94,2220.36,2175.01,132655706.0,cyb 2374 | 2372,2020-03-09,2151.27,2093.06,2163.73,2091.86,147291766.0,cyb 2375 | 2373,2020-03-10,2083.2,2148.81,2151.45,2052.06,146435946.0,cyb 2376 | 2374,2020-03-11,2157.93,2101.46,2162.6,2100.51,138201955.0,cyb 2377 | 2375,2020-03-12,2070.22,2045.93,2076.01,2025.91,116725612.0,cyb 2378 | 2376,2020-03-13,1937.95,2030.58,2055.33,1937.95,139508390.0,cyb 2379 | 2377,2020-03-16,2034.75,1910.77,2036.73,1902.4,141969967.0,cyb 2380 | 2378,2020-03-17,1941.2,1917.7,1955.62,1847.51,118215892.0,cyb 2381 | 2379,2020-03-18,1941.3,1887.04,1980.79,1887.04,119135600.0,cyb 2382 | 2380,2020-03-19,1898.76,1894.94,1908.69,1838.31,111763653.0,cyb 2383 | 2381,2020-03-20,1923.96,1915.05,1928.88,1878.85,99447957.0,cyb 2384 | 2382,2020-03-23,1856.3,1827.05,1884.45,1819.77,100245520.0,cyb 2385 | 2383,2020-03-24,1869.04,1876.91,1880.86,1817.55,107738326.0,cyb 2386 | 2384,2020-03-25,1924.99,1937.85,1940.07,1915.53,109371605.0,cyb 2387 | 2385,2020-03-26,1922.79,1927.28,1948.63,1914.35,91010077.0,cyb 2388 | 2386,2020-03-27,1955.87,1903.88,1957.7,1902.79,88595916.0,cyb 2389 | 2387,2020-03-30,1875.31,1860.48,1877.5,1833.01,93248637.0,cyb 2390 | 2388,2020-03-31,1876.69,1871.92,1886.27,1862.86,75089026.0,cyb 2391 | 2389,2020-04-01,1875.36,1864.8,1900.18,1862.27,79588690.0,cyb 2392 | 2390,2020-04-02,1860.08,1916.95,1916.95,1857.32,83463907.0,cyb 2393 | 2391,2020-04-03,1912.74,1906.67,1928.34,1898.79,78491578.0,cyb 2394 | 2392,2020-04-07,1944.96,1969.78,1972.87,1942.8,93934406.0,cyb 2395 | 2393,2020-04-08,1960.36,1964.76,1974.72,1956.9,102688836.0,cyb 2396 | 2394,2020-04-09,1981.24,1997.14,2001.36,1975.04,102822082.0,cyb 2397 | 2395,2020-04-10,1990.26,1949.88,1994.35,1943.69,117673204.0,cyb 2398 | 2396,2020-04-13,1929.8,1923.08,1937.33,1913.96,82726406.0,cyb 2399 | 2397,2020-04-14,1937.29,1985.43,1985.43,1934.48,87774176.0,cyb 2400 | 2398,2020-04-15,1991.6,1977.51,2002.76,1975.8,92250820.0,cyb 2401 | 2399,2020-04-16,1970.73,2008.39,2012.46,1968.25,94386726.0,cyb 2402 | 2400,2020-04-17,2025.65,2020.77,2048.28,2015.83,108220064.0,cyb 2403 | 2401,2020-04-20,2027.84,2043.44,2043.56,2022.59,94948122.0,cyb 2404 | 2402,2020-04-21,2035.77,2023.94,2035.77,1996.96,100837496.0,cyb 2405 | 2403,2020-04-22,2005.65,2043.17,2043.56,2002.96,96548430.0,cyb 2406 | 2404,2020-04-23,2053.12,2029.52,2057.85,2027.33,101770887.0,cyb 2407 | 2405,2020-04-24,2032.55,2003.75,2038.24,1997.12,98175462.0,cyb 2408 | 2406,2020-04-27,2011.16,2018.67,2035.89,1995.51,84520651.0,cyb 2409 | 2407,2020-04-28,2023.96,2030.72,2046.93,1967.4,98202547.0,cyb 2410 | 2408,2020-04-29,2022.51,2030.48,2053.38,2020.98,74031472.0,cyb 2411 | 2409,2020-04-30,2044.68,2069.43,2077.81,2043.82,92259395.0,cyb 2412 | 2410,2020-05-06,2052.39,2110.27,2111.66,2051.29,88958108.0,cyb 2413 | 2411,2020-05-07,2113.75,2106.84,2116.23,2095.74,87730690.0,cyb 2414 | 2412,2020-05-08,2117.87,2125.24,2137.79,2112.89,86308598.0,cyb 2415 | 2413,2020-05-11,2137.98,2102.83,2139.67,2088.66,88158883.0,cyb 2416 | 2414,2020-05-12,2106.22,2124.15,2125.32,2092.58,82133007.0,cyb 2417 | 2415,2020-05-13,2120.01,2140.68,2145.02,2116.55,76039748.0,cyb 2418 | 2416,2020-05-14,2131.46,2117.65,2137.14,2116.35,83797583.0,cyb 2419 | 2417,2020-05-15,2128.88,2124.31,2138.97,2109.55,82473693.0,cyb 2420 | 2418,2020-05-18,2122.31,2114.86,2137.15,2096.25,91835861.0,cyb 2421 | 2419,2020-05-19,2137.42,2144.12,2144.98,2128.89,79874086.0,cyb 2422 | 2420,2020-05-20,2149.29,2118.12,2153.24,2112.09,86947433.0,cyb 2423 | 2421,2020-05-21,2130.96,2099.43,2138.72,2092.54,78795762.0,cyb 2424 | 2422,2020-05-22,2099.42,2046.6,2099.42,2036.68,77402719.0,cyb 2425 | 2423,2020-05-25,2049.71,2052.3,2055.19,2036.0,65445850.0,cyb 2426 | 2424,2020-05-26,2070.14,2112.97,2113.29,2067.14,74688074.0,cyb 2427 | 2425,2020-05-27,2114.07,2071.47,2114.86,2064.41,79251186.0,cyb 2428 | 2426,2020-05-28,2071.17,2054.96,2075.87,2021.98,79237094.0,cyb 2429 | 2427,2020-05-29,2049.75,2086.67,2090.3,2043.95,81707121.0,cyb 2430 | 2428,2020-06-01,2105.24,2158.22,2163.35,2105.24,107881046.0,cyb 2431 | 2429,2020-06-02,2164.99,2145.29,2164.99,2132.4,104579153.0,cyb 2432 | 2430,2020-06-03,2151.5,2143.12,2165.45,2139.99,105267979.0,cyb 2433 | 2431,2020-06-04,2150.5,2151.39,2157.28,2137.35,90592752.0,cyb 2434 | 2432,2020-06-05,2152.42,2166.38,2166.38,2143.28,88300815.0,cyb 2435 | 2433,2020-06-08,2184.58,2153.56,2186.97,2147.86,93822482.0,cyb 2436 | 2434,2020-06-09,2160.34,2181.59,2186.47,2147.17,87758747.0,cyb 2437 | 2435,2020-06-10,2186.56,2201.99,2205.27,2180.35,87498423.0,cyb 2438 | 2436,2020-06-11,2202.14,2195.64,2236.08,2181.59,99893149.0,cyb 2439 | 2437,2020-06-12,2149.96,2206.76,2220.97,2147.42,100475912.0,cyb 2440 | 2438,2020-06-15,2223.43,2219.55,2256.65,2217.29,112025959.0,cyb 2441 | 2439,2020-06-16,2246.89,2260.46,2261.18,2239.34,108897750.0,cyb 2442 | 2440,2020-06-17,2265.09,2263.96,2274.49,2248.72,116002772.0,cyb 2443 | 2441,2020-06-18,2266.88,2266.03,2270.11,2243.63,108983630.0,cyb 2444 | 2442,2020-06-19,2271.65,2319.45,2328.58,2271.59,100219601.0,cyb 2445 | 2443,2020-06-22,2328.4,2342.88,2358.91,2328.4,104120544.0,cyb 2446 | 2444,2020-06-23,2344.05,2382.05,2382.33,2335.22,98534784.0,cyb 2447 | 2445,2020-06-24,2386.26,2382.47,2397.36,2367.68,93198978.0,cyb 2448 | 2446,2020-06-29,2375.99,2372.54,2387.16,2360.16,94748211.0,cyb 2449 | 2447,2020-06-30,2387.59,2438.2,2441.9,2387.59,95645911.0,cyb 2450 | 2448,2020-07-01,2449.87,2419.63,2450.84,2381.59,102164493.0,cyb 2451 | 2449,2020-07-02,2418.31,2424.39,2435.12,2397.69,113172178.0,cyb 2452 | 2450,2020-07-03,2426.3,2462.56,2467.5,2408.0,121657183.0,cyb 2453 | 2451,2020-07-06,2469.24,2529.49,2535.71,2460.13,160596288.0,cyb 2454 | 2452,2020-07-07,2548.41,2591.26,2632.81,2538.82,178290023.0,cyb 2455 | 2453,2020-07-08,2603.65,2651.97,2653.07,2577.48,157824921.0,cyb 2456 | 2454,2020-07-09,2649.45,2757.65,2771.22,2646.47,188232613.0,cyb 2457 | 2455,2020-07-10,2744.61,2778.46,2799.0,2734.97,166475242.0,cyb 2458 | 2456,2020-07-13,2789.98,2889.43,2896.31,2789.98,168284800.0,cyb 2459 | 2457,2020-07-14,2876.85,2858.67,2892.89,2789.04,178742672.0,cyb 2460 | 2458,2020-07-15,2866.24,2813.06,2894.42,2787.83,169519164.0,cyb 2461 | 2459,2020-07-16,2814.8,2646.26,2849.1,2638.17,152471917.0,cyb 2462 | 2460,2020-07-17,2659.45,2662.4,2726.28,2618.68,119000950.0,cyb 2463 | 2461,2020-07-20,2707.61,2697.3,2717.0,2619.03,116014825.0,cyb 2464 | 2462,2020-07-21,2708.13,2736.51,2745.05,2692.87,114653687.0,cyb 2465 | 2463,2020-07-22,2725.45,2769.03,2807.42,2716.45,122934185.0,cyb 2466 | 2464,2020-07-23,2740.41,2799.67,2799.67,2707.55,131398481.0,cyb 2467 | 2465,2020-07-24,2769.97,2627.84,2781.79,2614.78,148408028.0,cyb 2468 | 2466,2020-07-27,2639.26,2631.76,2671.45,2605.77,104460639.0,cyb 2469 | 2467,2020-07-28,2668.25,2666.52,2677.74,2627.65,102525677.0,cyb 2470 | 2468,2020-07-29,2659.94,2767.4,2768.17,2652.9,119939648.0,cyb 2471 | 2469,2020-07-30,2782.11,2743.63,2787.38,2734.06,125904640.0,cyb 2472 | 2470,2020-07-31,2747.41,2795.4,2817.42,2741.44,128758028.0,cyb 2473 | 2471,2020-08-03,2831.35,2868.88,2870.65,2801.11,150165189.0,cyb 2474 | 2472,2020-08-04,2863.32,2832.84,2893.4,2819.01,143951678.0,cyb 2475 | 2473,2020-08-05,2826.41,2860.24,2875.44,2803.77,126667244.0,cyb 2476 | 2474,2020-08-06,2868.82,2814.37,2868.82,2774.69,135418059.0,cyb 2477 | 2475,2020-08-07,2807.1,2749.95,2823.97,2703.13,130208075.0,cyb 2478 | 2476,2020-08-10,2735.43,2735.26,2757.43,2693.73,114416028.0,cyb 2479 | 2477,2020-08-11,2740.15,2688.7,2774.9,2686.19,116626968.0,cyb 2480 | 2478,2020-08-12,2689.58,2635.5,2694.95,2577.71,114210808.0,cyb 2481 | 2479,2020-08-13,2657.2,2622.64,2660.71,2611.14,98316982.0,cyb 2482 | 2480,2020-08-14,2624.83,2668.71,2669.48,2615.63,98734235.0,cyb 2483 | 2481,2020-08-17,2682.21,2696.39,2696.7,2652.05,117568784.0,cyb 2484 | 2482,2020-08-18,2702.42,2701.06,2724.04,2689.03,120061423.0,cyb 2485 | 2483,2020-08-19,2695.89,2612.84,2695.89,2612.84,117062321.0,cyb 2486 | 2484,2020-08-20,2592.88,2587.86,2629.29,2578.39,96989274.0,cyb 2487 | 2485,2020-08-21,2611.54,2632.45,2644.02,2607.82,107788142.0,cyb 2488 | 2486,2020-08-24,2653.63,2684.63,2704.8,2592.66,139892574.0,cyb 2489 | 2487,2020-08-25,2687.29,2701.6,2737.47,2683.19,184569998.0,cyb 2490 | 2488,2020-08-26,2701.48,2644.14,2717.8,2635.13,182394719.0,cyb 2491 | 2489,2020-08-27,2653.74,2689.17,2699.88,2637.42,194445373.0,cyb 2492 | 2490,2020-08-28,2687.23,2757.84,2762.89,2680.49,192629571.0,cyb 2493 | 2491,2020-08-31,2769.83,2728.31,2779.52,2726.68,172379101.0,cyb 2494 | 2492,2020-09-01,2721.18,2750.42,2750.42,2701.56,169326637.0,cyb 2495 | 2493,2020-09-02,2753.93,2771.85,2785.35,2731.41,261898138.0,cyb 2496 | 2494,2020-09-03,2766.98,2746.95,2789.12,2738.13,235159947.0,cyb 2497 | 2495,2020-09-04,2690.29,2732.15,2739.9,2686.87,219786642.0,cyb 2498 | 2496,2020-09-07,2728.74,2641.2,2745.61,2628.86,279798272.0,cyb 2499 | 2497,2020-09-08,2648.44,2650.63,2663.69,2612.64,287026737.0,cyb 2500 | 2498,2020-09-09,2609.13,2523.4,2609.37,2506.9,333012910.0,cyb 2501 | 2499,2020-09-10,2551.3,2483.03,2565.85,2477.67,258696292.0,cyb 2502 | 2500,2020-09-11,2474.7,2536.62,2542.13,2474.7,181158237.0,cyb 2503 | 2501,2020-09-14,2568.01,2572.6,2604.39,2548.09,215760890.0,cyb 2504 | 2502,2020-09-15,2578.69,2595.15,2599.54,2563.07,199711778.0,cyb 2505 | 2503,2020-09-16,2597.64,2554.8,2597.64,2540.02,168027775.0,cyb 2506 | 2504,2020-09-17,2551.29,2557.32,2582.26,2521.6,167239057.0,cyb 2507 | 2505,2020-09-18,2558.29,2596.08,2600.58,2537.84,168612432.0,cyb 2508 | 2506,2020-09-21,2605.55,2569.22,2607.65,2565.04,156039995.0,cyb 2509 | 2507,2020-09-22,2556.46,2555.54,2596.81,2547.36,153335234.0,cyb 2510 | 2508,2020-09-23,2563.71,2599.88,2608.42,2549.34,151394835.0,cyb 2511 | 2509,2020-09-24,2576.04,2535.87,2583.62,2535.87,151494434.0,cyb 2512 | 2510,2020-09-25,2551.44,2540.43,2570.36,2529.13,114819788.0,cyb 2513 | 2511,2020-09-28,2551.78,2521.25,2555.02,2517.04,105450515.0,cyb 2514 | 2512,2020-09-29,2538.36,2563.38,2579.27,2521.7,104691543.0,cyb 2515 | 2513,2020-09-30,2575.46,2574.76,2601.8,2561.05,104697400.0,cyb 2516 | 2514,2020-10-09,2632.59,2672.93,2679.01,2629.22,127638012.0,cyb 2517 | 2515,2020-10-12,2702.16,2777.39,2777.39,2698.76,176260460.0,cyb 2518 | 2516,2020-10-13,2769.66,2784.72,2792.97,2754.15,183299978.0,cyb 2519 | 2517,2020-10-14,2777.89,2764.24,2793.49,2759.54,169506569.0,cyb 2520 | 2518,2020-10-15,2767.17,2737.96,2770.34,2735.34,151819391.0,cyb 2521 | 2519,2020-10-16,2735.68,2724.5,2754.35,2697.25,141887297.0,cyb 2522 | 2520,2020-10-19,2750.95,2689.67,2752.76,2684.46,150111919.0,cyb 2523 | 2521,2020-10-20,2698.05,2740.58,2740.58,2686.82,157330282.0,cyb 2524 | 2522,2020-10-21,2746.73,2700.53,2746.73,2689.34,161333018.0,cyb 2525 | 2523,2020-10-22,2686.78,2673.59,2686.89,2645.75,151359942.0,cyb 2526 | 2524,2020-10-23,2680.71,2600.84,2701.46,2592.42,153680876.0,cyb 2527 | 2525,2020-10-26,2585.79,2617.74,2629.31,2555.32,133022943.0,cyb 2528 | 2526,2020-10-27,2618.7,2650.76,2656.16,2613.08,142274462.0,cyb 2529 | 2527,2020-10-28,2648.49,2670.48,2684.95,2628.47,158609084.0,cyb 2530 | 2528,2020-10-29,2635.69,2699.92,2713.88,2631.23,161399373.0,cyb 2531 | 2529,2020-10-30,2709.0,2655.86,2712.45,2647.31,173642652.0,cyb 2532 | 2530,2020-11-02,2670.52,2708.39,2721.31,2664.76,138505147.0,cyb 2533 | 2531,2020-11-03,2720.7,2744.31,2750.47,2701.07,148341523.0,cyb 2534 | 2532,2020-11-04,2747.54,2750.55,2758.42,2725.52,145125603.0,cyb 2535 | 2533,2020-11-05,2782.06,2787.88,2791.57,2744.78,157318233.0,cyb 2536 | 2534,2020-11-06,2798.55,2733.07,2798.55,2708.08,148413439.0,cyb 2537 | 2535,2020-11-09,2753.93,2814.0,2831.37,2753.93,164948290.0,cyb 2538 | 2536,2020-11-10,2811.48,2773.22,2811.48,2757.95,153553843.0,cyb 2539 | 2537,2020-11-11,2762.71,2681.52,2766.64,2681.52,125100460.0,cyb 2540 | 2538,2020-11-12,2705.76,2700.51,2721.43,2687.76,107900127.0,cyb 2541 | 2539,2020-11-13,2699.52,2706.81,2717.46,2679.09,96424476.0,cyb 2542 | 2540,2020-11-16,2716.02,2712.41,2722.52,2679.1,98640214.0,cyb 2543 | 2541,2020-11-17,2715.09,2658.09,2715.69,2626.37,112459614.0,cyb 2544 | 2542,2020-11-18,2656.89,2620.67,2680.62,2612.82,105527486.0,cyb 2545 | 2543,2020-11-19,2614.78,2645.16,2651.37,2593.83,117615007.0,cyb 2546 | 2544,2020-11-20,2649.56,2667.09,2677.13,2649.56,105833684.0,cyb 2547 | 2545,2020-11-23,2677.35,2686.36,2705.77,2653.08,111090075.0,cyb 2548 | 2546,2020-11-24,2689.8,2674.8,2700.02,2664.95,100786818.0,cyb 2549 | 2547,2020-11-25,2678.11,2615.53,2679.03,2615.53,105680514.0,cyb 2550 | 2548,2020-11-26,2616.74,2609.39,2632.87,2584.69,96422807.0,cyb 2551 | 2549,2020-11-27,2614.66,2618.99,2635.69,2594.07,92445134.0,cyb 2552 | 2550,2020-11-30,2627.87,2631.89,2653.44,2593.7,101784215.0,cyb 2553 | 2551,2020-12-01,2628.73,2698.44,2700.28,2627.45,107272561.0,cyb 2554 | 2552,2020-12-02,2697.44,2682.97,2703.25,2662.18,108326576.0,cyb 2555 | 2553,2020-12-03,2681.59,2712.52,2721.85,2670.21,103656536.0,cyb 2556 | 2554,2020-12-04,2701.37,2730.84,2736.27,2696.95,88609362.0,cyb 2557 | 2555,2020-12-07,2720.85,2726.48,2739.77,2715.93,90628690.0,cyb 2558 | 2556,2020-12-08,2736.03,2746.28,2757.34,2735.83,82537975.0,cyb 2559 | 2557,2020-12-09,2752.35,2697.83,2763.41,2693.19,101002815.0,cyb 2560 | 2558,2020-12-10,2689.21,2718.55,2734.64,2675.46,85881189.0,cyb 2561 | 2559,2020-12-11,2727.97,2687.78,2733.94,2665.1,106423087.0,cyb 2562 | 2560,2020-12-14,2695.19,2726.6,2729.07,2674.51,90804571.0,cyb 2563 | 2561,2020-12-15,2727.95,2758.85,2761.32,2720.14,85709854.0,cyb 2564 | 2562,2020-12-16,2764.34,2760.64,2771.59,2732.58,88134019.0,cyb 2565 | 2563,2020-12-17,2758.44,2785.62,2789.25,2739.16,93729080.0,cyb 2566 | 2564,2020-12-18,2787.78,2780.73,2803.11,2768.47,82883837.0,cyb 2567 | 2565,2020-12-21,2789.64,2882.44,2882.44,2783.39,88575200.0,cyb 2568 | 2566,2020-12-22,2867.21,2811.75,2888.35,2809.92,104673254.0,cyb 2569 | 2567,2020-12-23,2822.26,2842.97,2865.47,2809.79,99054392.0,cyb 2570 | 2568,2020-12-24,2838.94,2820.75,2848.34,2811.93,102202311.0,cyb 2571 | 2569,2020-12-25,2811.55,2840.8,2841.57,2793.78,87907671.0,cyb 2572 | 2570,2020-12-28,2847.12,2842.81,2861.0,2823.0,97762013.0,cyb 2573 | 2571,2020-12-29,2838.71,2813.0,2843.72,2795.65,97368670.0,cyb 2574 | 2572,2020-12-30,2828.01,2900.54,2909.19,2827.07,84564376.0,cyb 2575 | 2573,2020-12-31,2911.39,2966.26,2969.75,2909.67,87399891.0,cyb 2576 | 2574,2021-01-04,2977.32,3078.11,3094.53,2963.41,104349614.0,cyb 2577 | 2575,2021-01-05,3050.18,3097.98,3100.0,3027.76,109187299.0,cyb 2578 | 2576,2021-01-06,3113.85,3115.09,3134.76,3057.56,111972349.0,cyb 2579 | 2577,2021-01-07,3106.34,3162.4,3162.4,3086.06,126540769.0,cyb 2580 | 2578,2021-01-08,3179.37,3150.78,3194.37,3115.99,111271746.0,cyb 2581 | 2579,2021-01-11,3159.59,3092.86,3159.59,3066.74,108210138.0,cyb 2582 | 2580,2021-01-12,3079.84,3180.35,3180.35,3057.74,93867327.0,cyb 2583 | 2581,2021-01-13,3180.75,3130.3,3207.07,3100.07,104239949.0,cyb 2584 | 2582,2021-01-14,3101.96,3089.18,3142.85,3061.02,94183093.0,cyb 2585 | 2583,2021-01-15,3074.0,3089.94,3109.87,3020.78,91396640.0,cyb 2586 | 2584,2021-01-18,3078.03,3149.2,3164.58,3056.81,93923229.0,cyb 2587 | 2585,2021-01-19,3146.27,3084.49,3157.46,3074.19,106575120.0,cyb 2588 | 2586,2021-01-20,3106.35,3204.93,3204.93,3098.43,94380761.0,cyb 2589 | 2587,2021-01-21,3217.83,3283.72,3303.32,3217.83,106153641.0,cyb 2590 | 2588,2021-01-22,3282.04,3358.24,3366.69,3281.4,105032752.0,cyb 2591 | 2589,2021-01-25,3363.6,3355.24,3427.44,3333.74,103834676.0,cyb 2592 | 2590,2021-01-26,3335.44,3258.36,3335.44,3253.27,92179460.0,cyb 2593 | 2591,2021-01-27,3269.77,3281.03,3296.16,3196.09,91484094.0,cyb 2594 | 2592,2021-01-28,3219.93,3161.86,3248.02,3160.53,95663222.0,cyb 2595 | 2593,2021-01-29,3201.67,3128.86,3221.11,3070.04,98297508.0,cyb 2596 | 2594,2021-02-01,3134.79,3159.99,3189.85,3123.44,87202140.0,cyb 2597 | 2595,2021-02-02,3176.25,3228.7,3232.43,3130.76,85529207.0,cyb 2598 | 2596,2021-02-03,3245.26,3223.77,3276.23,3218.87,87356803.0,cyb 2599 | 2597,2021-02-04,3208.65,3200.55,3248.28,3155.79,86627498.0,cyb 2600 | 2598,2021-02-05,3224.85,3193.71,3256.72,3191.46,76045480.0,cyb 2601 | 2599,2021-02-08,3202.48,3278.06,3278.06,3162.59,66972657.0,cyb 2602 | 2600,2021-02-09,3291.5,3334.24,3339.97,3273.06,71738961.0,cyb 2603 | 2601,2021-02-10,3350.32,3413.81,3427.82,3314.67,69134933.0,cyb 2604 | 2602,2021-02-18,3475.89,3320.14,3476.0,3300.18,91427754.0,cyb 2605 | 2603,2021-02-19,3289.01,3285.53,3308.75,3195.95,93986268.0,cyb 2606 | 2604,2021-02-22,3278.59,3138.67,3278.59,3138.65,118336668.0,cyb 2607 | 2605,2021-02-23,3099.19,3112.36,3156.37,3090.32,88083782.0,cyb 2608 | 2606,2021-02-24,3112.72,3007.46,3125.24,2973.88,97988561.0,cyb 2609 | 2607,2021-02-25,3040.9,2977.18,3045.0,2969.03,88285851.0,cyb 2610 | 2608,2021-02-26,2907.48,2914.11,2961.03,2887.81,90275926.0,cyb 2611 | 2609,2021-03-01,2958.53,2994.75,2998.03,2935.08,90984644.0,cyb 2612 | 2610,2021-03-02,3019.1,2966.89,3023.21,2937.89,87564875.0,cyb 2613 | 2611,2021-03-03,2951.29,2997.75,2997.99,2933.83,80357922.0,cyb 2614 | 2612,2021-03-04,2962.52,2851.87,2962.52,2841.15,95795005.0,cyb 2615 | 2613,2021-03-05,2800.25,2871.97,2897.17,2800.25,105779692.0,cyb 2616 | 2614,2021-03-08,2889.08,2728.84,2905.47,2726.34,107092804.0,cyb 2617 | 2615,2021-03-09,2717.17,2633.45,2733.98,2608.24,108261659.0,cyb 2618 | 2616,2021-03-10,2708.23,2676.7,2720.25,2665.7,85425561.0,cyb 2619 | 2617,2021-03-11,2682.95,2746.58,2768.95,2677.57,83028387.0,cyb 2620 | 2618,2021-03-12,2768.58,2756.81,2771.87,2711.33,83114959.0,cyb 2621 | 2619,2021-03-15,2737.45,2644.01,2737.45,2612.45,79935707.0,cyb 2622 | 2620,2021-03-16,2664.69,2672.12,2678.92,2629.36,88291562.0,cyb 2623 | 2621,2021-03-17,2662.93,2704.14,2717.67,2631.73,84968443.0,cyb 2624 | 2622,2021-03-18,2717.27,2748.73,2760.79,2713.85,84056848.0,cyb 2625 | 2623,2021-03-19,2697.83,2671.52,2726.87,2654.0,80629029.0,cyb 2626 | 2624,2021-03-22,2683.64,2698.26,2729.1,2665.62,82721007.0,cyb 2627 | 2625,2021-03-23,2684.64,2668.08,2708.96,2641.37,90522749.0,cyb 2628 | 2626,2021-03-24,2650.37,2634.61,2678.4,2623.29,80878795.0,cyb 2629 | 2627,2021-03-25,2609.38,2656.0,2670.9,2603.94,84741034.0,cyb 2630 | 2628,2021-03-26,2672.91,2745.4,2754.3,2672.91,80652150.0,cyb 2631 | 2629,2021-03-29,2747.86,2733.96,2768.14,2716.95,79025158.0,cyb 2632 | 2630,2021-03-30,2728.49,2771.32,2779.87,2722.23,80983697.0,cyb 2633 | 2631,2021-03-31,2770.33,2758.5,2777.08,2731.22,68452039.0,cyb 2634 | 2632,2021-04-01,2766.42,2815.41,2819.41,2766.42,65051661.0,cyb 2635 | 2633,2021-04-02,2828.35,2852.23,2871.11,2820.01,68828040.0,cyb 2636 | 2634,2021-04-06,2865.44,2831.6,2871.87,2814.49,70207120.0,cyb 2637 | 2635,2021-04-07,2843.57,2807.2,2843.57,2773.67,74257327.0,cyb 2638 | --------------------------------------------------------------------------------