I have the same issue. Looks like data extending does not work with cerebro.resampledata(). You can duplicate with the following code and data. @sirbradflies @backtrader
import datetime
import numpy as np
import pandas as pd
import backtrader as bt
class PandasDataExt(bt.feeds.PandasData):
lines = ('dtstamp',)
params=(
('datetime', None),
('open', 'open'),
('high', 'high'),
('low', 'low'),
('close', 'close'),
('volume', 'volume'),
('openinterest', None),
('dtstamp', 'dtstamp'),
)
setattr(bt.metabase, PandasDataExt.__name__, PandasDataExt)
class MyStrategy(bt.Strategy):
def next(self):
print(self.data.datetime.datetime(0), self.data0.dtstamp[0], self.data1.dtstamp[0])
if __name__ == '__main__':
cerebro = bt.Cerebro()
cerebro.addstrategy(MyStrategy)
df = pd.read_csv("~/Workspace/data.csv", index_col=0)
df.index = pd.DatetimeIndex(df.index)
df['dtstamp'] = df.index.astype(np.int64) // 10**9
my_data = PandasDataExt(dataname=df, name='MyData', timeframe=bt.TimeFrame.Minutes)
cerebro.adddata(my_data, name='MyData')
resampled_data = PandasDataExt(dataname=df, name='ResampledData', timeframe=bt.TimeFrame.Minutes)
cerebro.resampledata(resampled_data, name='ResampledData', timeframe=bt.TimeFrame.Minutes, compression=5)
cerebro.run()
datetime,open,high,low,close,volume
2020-02-02 17:00:00,8982.75,9024.0,8975.0,9013.5,2480
2020-02-02 17:01:00,9011.75,9024.75,9011.75,9017.75,875
2020-02-02 17:02:00,9018.75,9032.75,9018.0,9031.0,802
2020-02-02 17:03:00,9030.5,9032.0,9021.25,9029.0,493
2020-02-02 17:04:00,9029.0,9032.25,9024.0,9024.0,454
2020-02-02 17:05:00,9024.0,9024.25,9017.5,9021.75,419
2020-02-02 17:06:00,9021.5,9027.5,9018.75,9027.25,360
2020-02-02 17:07:00,9027.5,9032.5,9027.25,9028.0,316
2020-02-02 17:08:00,9028.75,9029.0,9016.5,9017.0,467
2020-02-02 17:09:00,9017.0,9017.75,9009.75,9012.0,431
2020-02-02 17:10:00,9011.25,9012.5,9008.0,9008.0,198
2020-02-02 17:11:00,9008.75,9008.75,8999.0,8999.5,617
2020-02-02 17:12:00,8999.0,9017.0,8998.0,9012.5,764
2020-02-02 17:13:00,9012.75,9018.25,9011.5,9018.0,296
2020-02-02 17:14:00,9017.25,9023.25,9014.75,9022.75,369
2020-02-02 17:15:00,9022.75,9024.5,9016.25,9021.5,352
2020-02-02 17:16:00,9021.5,9028.0,9015.0,9023.5,388
2020-02-02 17:17:00,9023.0,9025.75,9021.25,9023.75,121
2020-02-02 17:18:00,9024.5,9026.25,9018.25,9020.25,196
2020-02-02 17:19:00,9021.5,9021.5,9017.75,9020.75,105
2020-02-02 17:20:00,9020.25,9023.5,9020.25,9023.0,167
2020-02-02 17:21:00,9022.25,9028.0,9022.25,9024.75,246
2020-02-02 17:22:00,9025.5,9031.0,9021.25,9022.5,381
2020-02-02 17:23:00,9023.0,9023.25,9018.0,9018.5,180
2020-02-02 17:24:00,9019.0,9029.75,9019.0,9028.0,296
2020-02-02 17:25:00,9027.25,9031.25,9023.5,9024.5,444
2020-02-02 17:26:00,9024.5,9028.5,9021.75,9028.5,198
2020-02-02 17:27:00,9028.75,9031.25,9026.0,9030.25,358
2020-02-02 17:28:00,9030.0,9030.25,9027.0,9027.25,190
2020-02-02 17:29:00,9026.75,9030.25,9024.5,9025.5,276
2020-02-02 17:30:00,9026.0,9028.5,9022.75,9027.5,245
2020-02-02 17:31:00,9028.25,9031.25,9028.25,9030.75,160
2020-02-02 17:32:00,9031.25,9038.25,9030.25,9030.5,682
2020-02-02 17:33:00,9030.5,9031.25,9029.25,9029.5,132
2020-02-02 17:34:00,9029.75,9030.25,9023.75,9025.25,312
2020-02-02 17:35:00,9025.5,9029.25,9021.0,9026.0,262
2020-02-02 17:36:00,9026.0,9027.5,9020.75,9021.5,177
2020-02-02 17:37:00,9022.0,9026.75,9021.75,9025.75,165
2020-02-02 17:38:00,9026.0,9029.25,9026.0,9029.0,181
2020-02-02 17:39:00,9029.25,9031.5,9028.25,9030.5,123
2020-02-02 17:40:00,9031.0,9034.75,9027.25,9028.5,291
2020-02-02 17:41:00,9028.5,9031.5,9026.0,9027.0,182
2020-02-02 17:42:00,9028.0,9030.5,9028.0,9029.5,95
2020-02-02 17:43:00,9029.75,9030.25,9026.25,9027.75,113
2020-02-02 17:44:00,9028.0,9031.75,9027.25,9030.0,137
2020-02-02 17:45:00,9030.25,9031.75,9021.5,9025.5,297
2020-02-02 17:46:00,9024.75,9024.75,9016.0,9022.25,535
2020-02-02 17:47:00,9022.0,9026.0,9018.0,9019.75,318
2020-02-02 17:48:00,9019.75,9023.5,9018.0,9020.0,246
2020-02-02 17:49:00,9020.5,9021.0,9017.25,9018.75,165
2020-02-02 17:50:00,9018.25,9019.25,9012.75,9014.5,334
2020-02-02 17:51:00,9014.0,9018.0,9013.0,9013.25,200
2020-02-02 17:52:00,9013.5,9016.5,9013.25,9015.25,145
2020-02-02 17:53:00,9014.75,9015.0,9011.5,9011.75,131
2020-02-02 17:54:00,9011.75,9014.25,9010.5,9013.0,183
2020-02-02 17:55:00,9013.0,9016.25,9012.0,9015.0,247
2020-02-02 17:56:00,9014.75,9018.75,9014.25,9017.75,248
2020-02-02 17:57:00,9017.5,9020.25,9017.25,9019.25,161
2020-02-02 17:58:00,9019.75,9020.75,9017.5,9018.75,97
2020-02-02 17:59:00,9018.25,9020.75,9017.25,9020.75,127
2020-02-02 18:00:00,9020.0,9020.0,9017.75,9018.0,148
2020-02-02 18:01:00,9018.25,9019.0,9011.25,9016.25,323
2020-02-02 18:02:00,9016.0,9020.25,9016.0,9018.75,177
2020-02-02 18:03:00,9018.75,9024.25,9017.5,9017.5,357
2020-02-02 18:04:00,9017.5,9021.75,9016.0,9020.25,212
2020-02-02 18:05:00,9020.5,9025.0,9020.5,9023.25,228
2020-02-02 18:06:00,9023.25,9024.25,9019.5,9023.0,233
2020-02-02 18:07:00,9023.0,9023.0,9019.0,9020.0,206
2020-02-02 18:08:00,9020.75,9023.25,9020.75,9022.5,139
2020-02-02 18:09:00,9022.0,9023.75,9020.75,9023.25,100
2020-02-02 18:10:00,9023.25,9027.75,9022.25,9024.0,441
2020-02-02 18:11:00,9023.75,9032.25,9023.75,9031.25,440
2020-02-02 18:12:00,9031.5,9035.0,9030.5,9030.75,613
2020-02-02 18:13:00,9031.0,9034.0,9029.0,9031.0,261
2020-02-02 18:14:00,9031.0,9031.75,9027.25,9028.0,244
2020-02-02 18:15:00,9028.25,9028.5,9025.5,9025.75,156
2020-02-02 18:16:00,9026.0,9026.0,9021.0,9024.0,317
2020-02-02 18:17:00,9024.5,9026.25,9022.0,9022.5,147
2020-02-02 18:18:00,9022.25,9024.0,9020.25,9023.0,244
2020-02-02 18:19:00,9022.5,9025.0,9021.25,9025.0,157
2020-02-02 18:20:00,9024.5,9026.0,9023.5,9025.75,139
2020-02-02 18:21:00,9026.0,9028.0,9025.75,9027.75,123
2020-02-02 18:22:00,9027.75,9029.25,9025.75,9026.5,161
2020-02-02 18:23:00,9026.5,9028.0,9025.75,9026.75,77
2020-02-02 18:24:00,9026.75,9029.25,9026.75,9028.25,91
2020-02-02 18:25:00,9028.25,9031.0,9028.0,9028.5,172
2020-02-02 18:26:00,9028.25,9028.5,9027.5,9027.5,48
2020-02-02 18:27:00,9028.0,9029.0,9027.0,9029.0,80
2020-02-02 18:28:00,9028.75,9029.5,9027.5,9028.25,47
2020-02-02 18:29:00,9028.5,9029.75,9028.5,9028.5,77
2020-02-02 18:30:00,9028.5,9029.0,9027.0,9027.75,62
2020-02-02 18:31:00,9027.75,9031.25,9026.25,9030.5,140
2020-02-02 18:32:00,9030.5,9032.75,9030.25,9032.5,129
2020-02-02 18:33:00,9032.5,9032.75,9031.5,9032.75,76
2020-02-02 18:34:00,9032.75,9034.0,9032.0,9033.75,130
2020-02-02 18:35:00,9033.5,9040.0,9033.5,9040.0,495
2020-02-02 18:36:00,9039.5,9044.25,9039.5,9040.75,581
2020-02-02 18:37:00,9041.0,9048.5,9040.75,9047.5,507
2020-02-02 18:38:00,9047.5,9055.25,9047.5,9053.25,908
2020-02-02 18:39:00,9053.5,9053.5,9049.0,9050.0,362
2020-02-02 18:40:00,9049.75,9051.25,9046.25,9048.0,278
2020-02-02 18:41:00,9048.25,9048.25,9042.25,9044.25,341
2020-02-02 18:42:00,9043.75,9046.5,9043.25,9044.75,108
2020-02-02 18:43:00,9044.25,9047.75,9044.25,9045.5,161
2020-02-02 18:44:00,9046.0,9053.75,9045.75,9051.75,394
2020-02-02 18:45:00,9051.5,9058.0,9051.5,9057.25,481
2020-02-02 18:46:00,9057.75,9065.5,9057.25,9063.75,596
2020-02-02 18:47:00,9063.5,9063.5,9054.25,9057.25,371
2020-02-02 18:48:00,9057.5,9058.0,9053.5,9055.25,264
2020-02-02 18:49:00,9056.0,9056.0,9050.0,9050.25,216
2020-02-02 18:50:00,9050.25,9051.75,9047.25,9049.75,375
2020-02-02 18:51:00,9049.25,9050.5,9045.75,9049.25,256
2020-02-02 18:52:00,9049.5,9051.5,9048.0,9049.0,177
2020-02-02 18:53:00,9049.25,9049.75,9046.5,9047.0,262
2020-02-02 18:54:00,9047.25,9049.75,9046.75,9048.75,157
2020-02-02 18:55:00,9049.0,9051.5,9046.25,9050.75,358
2020-02-02 18:56:00,9050.75,9053.5,9046.75,9046.75,219
2020-02-02 18:57:00,9046.5,9049.25,9046.25,9048.0,188
2020-02-02 18:58:00,9047.75,9048.0,9046.0,9048.0,79
2020-02-02 18:59:00,9048.0,9049.0,9045.0,9045.0,146
2020-02-02 19:00:00,9044.75,9045.75,9028.5,9040.5,940
2020-02-02 19:01:00,9040.25,9043.0,9036.5,9039.25,662
2020-02-02 19:02:00,9039.25,9044.25,9037.0,9043.75,301
2020-02-02 19:03:00,9043.75,9044.0,9040.75,9040.75,266
2020-02-02 19:04:00,9041.0,9041.25,9028.5,9033.75,729
2020-02-02 19:05:00,9033.75,9037.0,9028.0,9036.75,765
2020-02-02 19:06:00,9037.0,9037.5,9034.0,9036.75,312
2020-02-02 19:07:00,9037.25,9047.75,9035.0,9043.5,612
2020-02-02 19:08:00,9043.0,9051.5,9041.0,9045.75,560
2020-02-02 19:09:00,9045.75,9053.75,9045.25,9049.0,437
2020-02-02 19:10:00,9049.25,9056.0,9047.5,9053.25,444
2020-02-02 19:11:00,9053.75,9058.25,9052.75,9054.0,386
2020-02-02 19:12:00,9054.5,9057.75,9054.0,9055.0,319
2020-02-02 19:13:00,9054.0,9054.0,9048.5,9050.5,399
2020-02-02 19:14:00,9050.5,9053.0,9047.5,9048.25,337
2020-02-02 19:15:00,9048.5,9051.75,9046.0,9050.5,356
2020-02-02 19:16:00,9050.0,9050.25,9043.0,9045.0,399
2020-02-02 19:17:00,9045.0,9045.0,9040.75,9042.5,294
2020-02-02 19:18:00,9042.75,9050.0,9042.0,9047.75,310
2020-02-02 19:19:00,9047.5,9047.5,9043.25,9044.75,173
2020-02-02 19:20:00,9044.75,9049.25,9043.0,9049.25,146
2020-02-02 19:21:00,9048.5,9050.0,9044.0,9046.25,244
2020-02-02 19:22:00,9045.5,9047.25,9041.25,9041.5,200
2020-02-02 19:23:00,9041.25,9041.25,9034.0,9037.0,367
2020-02-02 19:24:00,9037.25,9038.25,9034.75,9037.75,305
2020-02-02 19:25:00,9037.5,9045.5,9035.25,9043.75,295
2020-02-02 19:26:00,9043.5,9044.25,9040.0,9041.75,149
2020-02-02 19:27:00,9041.5,9043.0,9034.25,9036.75,315
2020-02-02 19:28:00,9036.5,9040.0,9034.25,9035.25,245
2020-02-02 19:29:00,9035.0,9045.0,9033.0,9043.75,384
2020-02-02 19:30:00,9043.75,9048.5,9037.75,9043.5,466
2020-02-02 19:31:00,9043.75,9056.25,9042.75,9055.75,462
2020-02-02 19:32:00,9056.0,9058.75,9051.0,9056.5,542
2020-02-02 19:33:00,9056.25,9069.75,9055.5,9068.25,969
2020-02-02 19:34:00,9067.75,9068.75,9061.5,9063.0,650
2020-02-02 19:35:00,9063.0,9066.0,9061.0,9062.75,403
2020-02-02 19:36:00,9062.5,9067.75,9061.75,9062.75,280
2020-02-02 19:37:00,9062.5,9076.5,9059.75,9073.5,1012
2020-02-02 19:38:00,9073.75,9075.0,9068.5,9069.0,547
2020-02-02 19:39:00,9069.25,9071.25,9063.75,9068.75,589
2020-02-02 19:40:00,9068.25,9070.75,9065.75,9069.5,204
2020-02-02 19:41:00,9069.5,9073.0,9069.25,9072.0,306
2020-02-02 19:42:00,9072.75,9074.75,9069.25,9073.5,285
2020-02-02 19:43:00,9073.5,9073.5,9067.0,9067.25,341
2020-02-02 19:44:00,9067.25,9068.25,9063.75,9064.5,355
2020-02-02 19:45:00,9064.25,9072.25,9064.0,9065.75,315
2020-02-02 19:46:00,9065.25,9066.75,9061.5,9065.0,252
2020-02-02 19:47:00,9065.0,9066.25,9059.75,9059.75,355
2020-02-02 19:48:00,9059.75,9064.0,9059.5,9061.25,374
2020-02-02 19:49:00,9060.75,9068.25,9059.75,9064.5,293
2020-02-02 19:50:00,9065.25,9068.5,9064.25,9067.25,260
2020-02-02 19:51:00,9067.0,9070.5,9065.0,9069.75,205
2020-02-02 19:52:00,9070.0,9073.0,9069.0,9072.5,246
2020-02-02 19:53:00,9072.0,9075.25,9068.5,9070.5,382
2020-02-02 19:54:00,9071.25,9072.5,9068.5,9071.0,180
2020-02-02 19:55:00,9070.75,9071.0,9065.75,9066.5,231
2020-02-02 19:56:00,9066.75,9074.75,9066.5,9074.0,308
2020-02-02 19:57:00,9074.25,9074.5,9069.75,9071.0,215
2020-02-02 19:58:00,9071.25,9074.5,9069.0,9072.0,212
2020-02-02 19:59:00,9072.25,9079.5,9072.25,9077.5,593
2020-02-02 20:00:00,9077.5,9087.0,9073.5,9086.5,1824
2020-02-02 20:01:00,9086.75,9092.25,9082.5,9082.5,1141
2020-02-02 20:02:00,9082.75,9086.25,9080.25,9082.25,750
2020-02-02 20:03:00,9082.5,9083.5,9077.0,9077.25,364
2020-02-02 20:04:00,9077.0,9079.25,9076.0,9078.0,304
2020-02-02 20:05:00,9078.25,9078.75,9074.25,9074.75,233
2020-02-02 20:06:00,9074.75,9077.25,9072.0,9072.5,405
2020-02-02 20:07:00,9072.25,9073.5,9069.0,9069.25,394
2020-02-02 20:08:00,9069.25,9073.0,9066.75,9067.25,413
2020-02-02 20:09:00,9066.75,9072.25,9066.75,9071.25,191
2020-02-02 20:10:00,9071.5,9072.25,9070.0,9070.25,141
2020-02-02 20:11:00,9069.75,9070.0,9064.0,9070.0,595
2020-02-02 20:12:00,9069.75,9069.75,9065.25,9065.25,268
2020-02-02 20:13:00,9065.75,9067.5,9064.25,9065.75,241
2020-02-02 20:14:00,9065.75,9065.75,9061.5,9062.0,353
2020-02-02 20:15:00,9062.25,9066.75,9060.0,9066.75,708
2020-02-02 20:16:00,9066.25,9066.75,9062.5,9064.5,235
2020-02-02 20:17:00,9065.0,9071.5,9065.0,9070.75,270
2020-02-02 20:18:00,9071.25,9071.25,9067.75,9070.0,180
2020-02-02 20:19:00,9069.75,9072.0,9068.75,9069.5,177
2020-02-02 20:20:00,9069.25,9071.25,9067.0,9071.0,159
2020-02-02 20:21:00,9071.0,9073.5,9069.75,9072.0,208
2020-02-02 20:22:00,9072.5,9076.25,9071.0,9074.75,248
2020-02-02 20:23:00,9074.25,9075.0,9071.5,9072.25,103
2020-02-02 20:24:00,9072.5,9073.0,9066.75,9067.25,190
2020-02-02 20:25:00,9067.0,9070.25,9065.25,9066.0,163
2020-02-02 20:26:00,9066.25,9071.75,9066.0,9071.0,143
2020-02-02 20:27:00,9070.25,9070.25,9065.5,9065.75,86
2020-02-02 20:28:00,9066.0,9070.0,9065.25,9068.25,173
2020-02-02 20:29:00,9068.25,9068.75,9066.0,9067.5,96
2020-02-02 20:30:00,9067.25,9069.75,9066.5,9068.5,161
2020-02-02 20:31:00,9068.0,9068.0,9066.0,9066.5,73
2020-02-02 20:32:00,9066.75,9070.5,9065.5,9067.5,171
2020-02-02 20:33:00,9067.25,9067.25,9061.0,9061.75,299
2020-02-02 20:34:00,9061.5,9063.0,9060.25,9061.25,206
2020-02-02 20:35:00,9061.5,9067.25,9060.75,9067.0,218
2020-02-02 20:36:00,9066.5,9068.5,9064.25,9067.0,198
2020-02-02 20:37:00,9067.0,9068.25,9066.25,9067.25,66
2020-02-02 20:38:00,9067.0,9068.75,9065.5,9067.5,127
2020-02-02 20:39:00,9067.75,9067.75,9062.75,9065.5,143
2020-02-02 20:40:00,9065.5,9066.25,9063.25,9065.0,98
2020-02-02 20:41:00,9065.0,9066.0,9064.0,9065.0,49
2020-02-02 20:42:00,9064.75,9065.25,9062.25,9063.25,70
2020-02-02 20:43:00,9063.75,9066.5,9063.5,9065.75,72
2020-02-02 20:44:00,9065.5,9065.5,9061.25,9064.0,141
2020-02-02 20:45:00,9064.25,9065.0,9061.5,9061.75,79
2020-02-02 20:46:00,9062.25,9063.75,9059.0,9059.5,201
2020-02-02 20:47:00,9059.5,9059.75,9055.75,9056.75,384
2020-02-02 20:48:00,9056.75,9058.75,9056.5,9056.5,138
2020-02-02 20:49:00,9056.5,9056.5,9053.75,9054.75,277
2020-02-02 20:50:00,9055.0,9056.0,9053.25,9055.5,132
2020-02-02 20:51:00,9056.0,9060.25,9056.0,9059.5,172
2020-02-02 20:52:00,9059.25,9059.25,9055.25,9056.0,139
2020-02-02 20:53:00,9056.0,9056.25,9053.0,9053.0,163
2020-02-02 20:54:00,9053.25,9059.5,9053.0,9059.0,131
2020-02-02 20:55:00,9058.75,9058.75,9056.5,9058.25,83
2020-02-02 20:56:00,9057.75,9057.75,9054.5,9055.25,117
2020-02-02 20:57:00,9055.5,9058.25,9054.25,9057.5,70
2020-02-02 20:58:00,9057.5,9057.75,9055.0,9055.5,54
2020-02-02 20:59:00,9055.5,9057.5,9054.75,9055.5,62
2020-02-02 21:00:00,9055.75,9057.25,9055.0,9057.0,74
2020-02-02 21:01:00,9057.0,9063.5,9056.75,9061.25,285
2020-02-02 21:02:00,9061.0,9061.0,9057.75,9058.25,101
2020-02-02 21:03:00,9058.25,9059.5,9057.0,9057.0,81
2020-02-02 21:04:00,9057.0,9057.0,9051.75,9053.0,191
2020-02-02 21:05:00,9052.75,9056.25,9052.5,9055.25,105
2020-02-02 21:06:00,9055.25,9056.25,9054.25,9054.75,63
2020-02-02 21:07:00,9054.75,9055.25,9052.75,9053.0,90
2020-02-02 21:08:00,9052.75,9054.5,9052.5,9053.5,96
2020-02-02 21:09:00,9053.25,9059.25,9052.25,9058.75,147
2020-02-02 21:10:00,9058.5,9059.5,9057.0,9057.75,138
2020-02-02 21:11:00,9057.75,9058.75,9056.75,9057.0,82
2020-02-02 21:12:00,9056.5,9057.5,9055.75,9057.0,102
2020-02-02 21:13:00,9056.75,9061.5,9056.75,9060.5,131
2020-02-02 21:14:00,9060.75,9061.25,9059.25,9059.75,92
2020-02-02 21:15:00,9059.5,9059.5,9056.5,9059.0,172
2020-02-02 21:16:00,9059.25,9071.0,9059.25,9067.75,471
2020-02-02 21:17:00,9067.75,9070.0,9066.25,9068.75,428
2020-02-02 21:18:00,9068.5,9069.5,9067.75,9068.0,277
2020-02-02 21:19:00,9068.0,9069.0,9067.75,9069.0,82
2020-02-02 21:20:00,9068.75,9071.5,9068.0,9070.25,231
2020-02-02 21:21:00,9070.25,9071.25,9069.0,9070.25,198
2020-02-02 21:22:00,9070.5,9075.25,9070.0,9075.25,376
2020-02-02 21:23:00,9075.5,9077.0,9074.0,9074.75,274
2020-02-02 21:24:00,9075.25,9076.75,9074.25,9076.0,183
2020-02-02 21:25:00,9075.75,9075.75,9073.5,9075.0,223
2020-02-02 21:26:00,9075.0,9078.25,9073.75,9074.0,212
2020-02-02 21:27:00,9073.75,9074.5,9071.75,9073.75,332
2020-02-02 21:28:00,9074.25,9074.75,9070.5,9071.5,119
2020-02-02 21:29:00,9071.75,9072.75,9070.25,9072.5,120
2020-02-02 21:30:00,9072.25,9073.5,9070.5,9070.75,146
2020-02-02 21:31:00,9070.5,9073.5,9067.75,9073.5,200
2020-02-02 21:32:00,9073.75,9074.0,9072.25,9073.25,77
2020-02-02 21:33:00,9073.75,9077.0,9073.75,9075.25,139
2020-02-02 21:34:00,9075.25,9076.5,9074.0,9075.0,89
2020-02-02 21:35:00,9074.5,9077.0,9074.5,9075.75,156
2020-02-02 21:36:00,9076.25,9077.0,9072.25,9072.75,170
2020-02-02 21:37:00,9072.75,9073.25,9070.5,9071.75,71
2020-02-02 21:38:00,9072.0,9072.5,9070.5,9071.75,49
2020-02-02 21:39:00,9071.25,9071.75,9070.75,9070.75,34
2020-02-02 21:40:00,9070.5,9072.0,9069.5,9070.75,88
2020-02-02 21:41:00,9070.25,9071.75,9070.0,9070.25,54
2020-02-02 21:42:00,9070.25,9070.25,9068.25,9068.75,70
2020-02-02 21:43:00,9068.75,9070.0,9068.5,9069.0,64
2020-02-02 21:44:00,9069.0,9069.75,9068.5,9069.25,25
2020-02-02 21:45:00,9069.0,9070.75,9068.25,9070.75,58
2020-02-02 21:46:00,9070.5,9070.75,9066.5,9067.75,144
2020-02-02 21:47:00,9067.75,9069.5,9067.75,9069.5,33
2020-02-02 21:48:00,9069.5,9073.75,9069.5,9070.75,205
2020-02-02 21:49:00,9070.75,9071.0,9068.5,9069.5,103
2020-02-02 21:50:00,9069.5,9070.75,9069.0,9070.0,53
2020-02-02 21:51:00,9069.75,9070.5,9069.25,9070.25,46
2020-02-02 21:52:00,9070.25,9072.0,9070.25,9071.75,53
2020-02-02 21:53:00,9072.0,9076.0,9072.0,9074.0,274
2020-02-02 21:54:00,9074.25,9074.25,9071.0,9071.5,88
2020-02-02 21:55:00,9071.5,9072.25,9070.0,9071.5,60
2020-02-02 21:56:00,9072.0,9076.0,9072.0,9074.5,123
2020-02-02 21:57:00,9074.0,9074.25,9072.0,9073.0,69
2020-02-02 21:58:00,9072.5,9074.0,9072.25,9073.25,65
2020-02-02 21:59:00,9072.75,9073.5,9072.5,9073.25,23
2020-02-02 22:00:00,9073.75,9077.25,9073.0,9073.0,205
2020-02-02 22:01:00,9073.5,9073.5,9071.0,9071.5,109
2020-02-02 22:02:00,9071.25,9071.5,9069.0,9069.25,81
2020-02-02 22:03:00,9069.0,9069.0,9065.5,9066.25,175
2020-02-02 22:04:00,9066.5,9067.5,9065.75,9066.0,118
2020-02-02 22:05:00,9065.75,9068.0,9065.75,9066.75,69
2020-02-02 22:06:00,9067.0,9068.0,9066.5,9067.5,60
2020-02-02 22:07:00,9067.75,9068.25,9066.0,9067.75,108
2020-02-02 22:08:00,9067.75,9068.0,9066.0,9066.25,52
2020-02-02 22:09:00,9066.25,9068.0,9065.5,9067.25,74
2020-02-02 22:10:00,9067.5,9068.0,9066.5,9066.5,75
2020-02-02 22:11:00,9066.5,9068.0,9065.75,9065.75,60
2020-02-02 22:12:00,9066.25,9067.0,9065.25,9066.5,63
2020-02-02 22:13:00,9066.25,9066.75,9066.0,9066.0,39
2020-02-02 22:14:00,9066.0,9066.0,9064.25,9065.25,68
2020-02-02 22:15:00,9065.5,9067.0,9065.25,9066.75,50
2020-02-02 22:16:00,9066.75,9067.75,9066.5,9067.0,60
2020-02-02 22:17:00,9067.5,9071.25,9067.5,9070.75,185
2020-02-02 22:18:00,9070.5,9072.0,9070.25,9070.5,108
2020-02-02 22:19:00,9070.75,9071.0,9069.25,9070.25,84
2020-02-02 22:20:00,9070.25,9071.0,9069.75,9070.0,54
2020-02-02 22:21:00,9070.25,9070.75,9069.75,9070.0,27
2020-02-02 22:22:00,9069.75,9071.0,9069.0,9070.75,40
2020-02-02 22:23:00,9070.75,9071.0,9069.25,9069.75,32
2020-02-02 22:24:00,9069.25,9069.25,9067.75,9068.0,65
2020-02-02 22:25:00,9068.0,9070.75,9067.75,9070.0,58
2020-02-02 22:26:00,9069.75,9070.75,9069.25,9070.75,24
2020-02-02 22:27:00,9070.75,9070.75,9069.0,9069.0,26
2020-02-02 22:28:00,9068.75,9069.75,9067.75,9068.75,58
2020-02-02 22:29:00,9069.0,9072.25,9068.5,9071.75,98
2020-02-02 22:30:00,9071.75,9071.75,9070.5,9071.0,46
2020-02-02 22:31:00,9070.75,9070.75,9067.75,9067.75,54
2020-02-02 22:32:00,9067.75,9068.75,9067.5,9068.0,32
2020-02-02 22:33:00,9067.75,9068.0,9066.5,9067.5,31
2020-02-02 22:34:00,9067.75,9068.75,9067.0,9068.25,44
2020-02-02 22:35:00,9069.0,9070.25,9068.25,9070.25,51
2020-02-02 22:36:00,9069.75,9070.25,9069.25,9070.25,18
2020-02-02 22:37:00,9070.0,9070.25,9069.5,9070.0,26
2020-02-02 22:38:00,9069.75,9070.25,9068.5,9068.75,74
2020-02-02 22:39:00,9069.0,9069.5,9068.5,9068.75,17
2020-02-02 22:40:00,9068.5,9069.25,9067.75,9068.0,21
2020-02-02 22:41:00,9067.75,9069.0,9066.25,9068.5,89
2020-02-02 22:42:00,9068.5,9069.75,9068.5,9069.5,20
2020-02-02 22:43:00,9069.75,9070.5,9067.5,9068.25,39
2020-02-02 22:44:00,9068.0,9069.25,9068.0,9068.0,28
2020-02-02 22:45:00,9068.0,9068.0,9066.75,9067.25,33
2020-02-02 22:46:00,9068.75,9069.25,9068.75,9069.25,26
2020-02-02 22:47:00,9069.0,9069.75,9068.25,9069.5,36
2020-02-02 22:48:00,9069.5,9069.75,9067.5,9067.75,55
2020-02-02 22:49:00,9067.5,9068.75,9066.0,9067.25,124
2020-02-02 22:50:00,9067.25,9069.25,9066.5,9069.25,39
2020-02-02 22:51:00,9068.75,9070.0,9068.25,9070.0,41
2020-02-02 22:52:00,9070.0,9072.0,9070.0,9071.0,127
2020-02-02 22:53:00,9071.0,9071.75,9071.0,9071.0,50
2020-02-02 22:54:00,9070.75,9071.25,9070.75,9071.0,51
2020-02-02 22:55:00,9071.0,9072.25,9071.0,9072.25,91
2020-02-02 22:56:00,9072.25,9074.0,9072.0,9073.75,150
2020-02-02 22:57:00,9073.75,9073.75,9072.0,9073.0,53
2020-02-02 22:58:00,9073.25,9073.25,9071.0,9072.0,62
2020-02-02 22:59:00,9072.0,9072.0,9071.0,9071.5,50
2020-02-02 23:00:00,9071.25,9074.0,9070.5,9071.25,119
2020-02-02 23:01:00,9071.25,9072.0,9070.0,9071.5,94
2020-02-02 23:02:00,9072.25,9079.0,9072.25,9077.25,434
2020-02-02 23:03:00,9077.25,9077.75,9075.5,9075.5,149
2020-02-02 23:04:00,9075.5,9079.5,9075.5,9078.5,168
2020-02-02 23:05:00,9078.25,9078.75,9076.0,9077.0,229
2020-02-02 23:06:00,9076.75,9078.75,9076.5,9078.0,84
2020-02-02 23:07:00,9078.75,9079.0,9077.25,9078.5,59
2020-02-02 23:08:00,9079.0,9079.0,9077.25,9078.5,103
2020-02-02 23:09:00,9078.25,9078.25,9077.5,9078.0,37
2020-02-02 23:10:00,9077.75,9077.75,9075.25,9075.5,162
2020-02-02 23:11:00,9075.5,9079.25,9074.0,9078.75,523
2020-02-02 23:12:00,9078.5,9078.75,9076.75,9078.0,153
2020-02-02 23:13:00,9077.5,9079.5,9077.5,9079.0,70
2020-02-02 23:14:00,9079.5,9080.75,9079.25,9079.25,151
2020-02-02 23:15:00,9079.0,9080.5,9078.75,9080.0,50
2020-02-02 23:16:00,9079.75,9084.5,9079.75,9083.75,348
2020-02-02 23:17:00,9084.0,9084.25,9081.75,9083.25,199
2020-02-02 23:18:00,9083.5,9084.5,9082.75,9083.25,119
2020-02-02 23:19:00,9083.5,9083.5,9081.5,9081.75,76
2020-02-02 23:20:00,9082.25,9085.75,9082.0,9084.75,164
2020-02-02 23:21:00,9084.75,9086.5,9084.5,9086.25,138
2020-02-02 23:22:00,9086.25,9087.75,9085.0,9087.5,185
2020-02-02 23:23:00,9087.75,9088.0,9085.75,9086.0,152
2020-02-02 23:24:00,9086.0,9086.75,9085.5,9086.75,139
2020-02-02 23:25:00,9086.75,9087.75,9084.5,9086.0,138
2020-02-02 23:26:00,9085.25,9086.0,9084.0,9084.25,81
2020-02-02 23:27:00,9085.25,9085.25,9082.5,9083.0,97
2020-02-02 23:28:00,9082.75,9083.0,9079.5,9081.25,322
2020-02-02 23:29:00,9081.5,9084.5,9081.0,9084.25,131
2020-02-02 23:30:00,9084.25,9087.25,9084.0,9086.0,172
2020-02-02 23:31:00,9085.5,9085.5,9080.25,9080.5,249
2020-02-02 23:32:00,9080.75,9082.5,9080.25,9082.5,136
2020-02-02 23:33:00,9083.0,9083.0,9081.0,9082.0,79
2020-02-02 23:34:00,9082.25,9085.25,9082.25,9082.25,90
2020-02-02 23:35:00,9082.5,9083.25,9081.75,9082.0,76
2020-02-02 23:36:00,9081.5,9081.75,9080.5,9081.5,96
2020-02-02 23:37:00,9081.5,9083.25,9081.25,9082.75,99
2020-02-02 23:38:00,9083.0,9085.0,9082.0,9085.0,118
2020-02-02 23:39:00,9085.25,9085.25,9081.75,9083.75,144
2020-02-02 23:40:00,9084.0,9085.0,9080.5,9082.0,140
2020-02-02 23:41:00,9081.75,9082.25,9080.25,9081.75,86
2020-02-02 23:42:00,9082.0,9082.0,9079.5,9080.25,146
2020-02-02 23:43:00,9080.25,9080.75,9077.75,9079.5,181
2020-02-02 23:44:00,9079.75,9081.25,9078.75,9080.5,164
2020-02-02 23:45:00,9080.25,9080.5,9078.75,9079.75,82
2020-02-02 23:46:00,9079.5,9080.25,9078.5,9079.5,94
2020-02-02 23:47:00,9079.25,9079.25,9076.0,9076.75,297
2020-02-02 23:48:00,9076.25,9076.5,9074.5,9075.0,340
2020-02-02 23:49:00,9075.0,9075.25,9074.0,9074.5,158
2020-02-02 23:50:00,9074.75,9076.25,9074.0,9075.0,152
2020-02-02 23:51:00,9075.0,9075.0,9073.25,9074.5,91
2020-02-02 23:52:00,9074.25,9075.5,9073.25,9074.25,158
2020-02-02 23:53:00,9074.5,9077.0,9074.25,9075.75,395
2020-02-02 23:54:00,9075.75,9077.5,9075.25,9077.5,149
2020-02-02 23:55:00,9077.25,9078.75,9077.0,9078.5,107
2020-02-02 23:56:00,9078.75,9080.5,9078.25,9079.75,76
2020-02-02 23:57:00,9079.5,9082.25,9079.25,9082.0,191
2020-02-02 23:58:00,9081.75,9082.75,9080.0,9081.0,114
2020-02-02 23:59:00,9081.0,9081.5,9080.75,9081.25,57