├── misc
├── advanced_backtest.png
└── default_backtest.png
├── LICENSE
├── .gitignore
├── README.md
├── backtest.py
└── data
├── ETHUSDT_1day_ticks.csv
└── BTCUSDT_1day_ticks.csv
/misc/advanced_backtest.png:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/pplonski/turtle-trading-python/HEAD/misc/advanced_backtest.png
--------------------------------------------------------------------------------
/misc/default_backtest.png:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/pplonski/turtle-trading-python/HEAD/misc/default_backtest.png
--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
1 | MIT License
2 |
3 | Copyright (c) 2020 Piotr
4 |
5 | Permission is hereby granted, free of charge, to any person obtaining a copy
6 | of this software and associated documentation files (the "Software"), to deal
7 | in the Software without restriction, including without limitation the rights
8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 |
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 |
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 |
--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | # Byte-compiled / optimized / DLL files
2 | __pycache__/
3 | *.py[cod]
4 | *$py.class
5 |
6 | # C extensions
7 | *.so
8 |
9 | # Distribution / packaging
10 | .Python
11 | build/
12 | develop-eggs/
13 | dist/
14 | downloads/
15 | eggs/
16 | .eggs/
17 | lib/
18 | lib64/
19 | parts/
20 | sdist/
21 | var/
22 | wheels/
23 | pip-wheel-metadata/
24 | share/python-wheels/
25 | *.egg-info/
26 | .installed.cfg
27 | *.egg
28 | MANIFEST
29 |
30 | # PyInstaller
31 | # Usually these files are written by a python script from a template
32 | # before PyInstaller builds the exe, so as to inject date/other infos into it.
33 | *.manifest
34 | *.spec
35 |
36 | # Installer logs
37 | pip-log.txt
38 | pip-delete-this-directory.txt
39 |
40 | # Unit test / coverage reports
41 | htmlcov/
42 | .tox/
43 | .nox/
44 | .coverage
45 | .coverage.*
46 | .cache
47 | nosetests.xml
48 | coverage.xml
49 | *.cover
50 | *.py,cover
51 | .hypothesis/
52 | .pytest_cache/
53 |
54 | # Translations
55 | *.mo
56 | *.pot
57 |
58 | # Django stuff:
59 | *.log
60 | local_settings.py
61 | db.sqlite3
62 | db.sqlite3-journal
63 |
64 | # Flask stuff:
65 | instance/
66 | .webassets-cache
67 |
68 | # Scrapy stuff:
69 | .scrapy
70 |
71 | # Sphinx documentation
72 | docs/_build/
73 |
74 | # PyBuilder
75 | target/
76 |
77 | # Jupyter Notebook
78 | .ipynb_checkpoints
79 |
80 | # IPython
81 | profile_default/
82 | ipython_config.py
83 |
84 | # pyenv
85 | .python-version
86 |
87 | # pipenv
88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies
90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not
91 | # install all needed dependencies.
92 | #Pipfile.lock
93 |
94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow
95 | __pypackages__/
96 |
97 | # Celery stuff
98 | celerybeat-schedule
99 | celerybeat.pid
100 |
101 | # SageMath parsed files
102 | *.sage.py
103 |
104 | # Environments
105 | .env
106 | .venv
107 | env/
108 | venv/
109 | ENV/
110 | env.bak/
111 | venv.bak/
112 |
113 | # Spyder project settings
114 | .spyderproject
115 | .spyproject
116 |
117 | # Rope project settings
118 | .ropeproject
119 |
120 | # mkdocs documentation
121 | /site
122 |
123 | # mypy
124 | .mypy_cache/
125 | .dmypy.json
126 | dmypy.json
127 |
128 | # Pyre type checker
129 | .pyre/
130 |
--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # Turtle Trading in Python
2 |
3 | This is a backtest of turtle trading algorithm on cryptocurrency data in python.
4 |
5 |
6 | ### Data
7 |
8 | - The example backtest is running on BTC/USDT pair (the data obtained from Binance on 2020-02-04).
9 | - You can easily change the backtest to run with ETH/USDT data (also from 2020-02-04).
10 | - The data is already provided in `data` directory
11 | - I have used cryptocurrency data because it was easy to obtain. What is more, the automatic live trading with bot will be easy because setting account and obtaining API is also easy (without initial capital constraints).
12 |
13 | ### Requirements
14 |
15 | The backtest was computed on Ubuntu 16.04 and python 3.6
16 |
17 | Needed packages:
18 | ```
19 | pip install pandas numpy plotly
20 | ```
21 |
22 | ### Run backtest
23 |
24 | ```
25 | python backtest.py
26 | ```
27 |
28 | Expected output on BTC/USDT data:
29 | ```
30 | --------------------------------------------------
31 | Initial capital 1000.0
32 | --------------------------------------------------
33 | Open position @ 4428.99 buy 0.2256 date 2017-10-02 01:00:00.000 Stop loss @ 3774.7765961811365
34 | Close position @ 6195.535 capital 1396.3149833039997 date 2017-11-11 19:00:00.000
35 | Open position @ 7767.225 buy 0.1796 date 2017-11-16 19:00:00.000 Stop loss @ 6682.535921529168
36 | Close position @ 14825.0 capital 2659.90743 date 2017-12-21 16:00:00.000
37 | Open position @ 11442.66 buy 0.2322 date 2018-02-20 01:00:00.000 Stop loss @ 8992.061097120413
38 | Close position @ 9305.52 capital 2158.581002256 date 2018-03-08 18:00:00.000
39 | Open position @ 8501.95 buy 0.2536 date 2018-04-20 11:00:00.000 Stop loss @ 7331.935674604393
40 | Close position @ 8750.17 capital 2216.824068888 date 2018-05-11 08:00:00.000
41 | Open position @ 7265.495 buy 0.3048 date 2018-07-17 18:00:00.000 Stop loss @ 6608.813973488342
42 | Close position @ 7364.0 capital 2242.3026528 date 2018-08-03 01:00:00.000
43 | Open position @ 7035.0 buy 0.3184 date 2018-08-28 12:00:00.000 Stop loss @ 6354.161460452529
44 | Close position @ 6449.5 capital 2051.4672792 date 2018-09-06 01:00:00.000
45 | Open position @ 7135.17 buy 0.2872 date 2018-10-15 07:00:00.000 Stop loss @ 6624.314411513054
46 | Close position @ 6606.355 capital 1895.4478108439998 date 2018-10-18 21:00:00.000
47 | Open position @ 4142.0 buy 0.4572 date 2018-12-24 01:00:00.000 Stop loss @ 3593.4076083448613
48 | Close position @ 3568.26 capital 1629.777063528 date 2018-12-27 20:00:00.000
49 | Open position @ 3726.975 buy 0.4369 date 2019-02-18 04:00:00 Stop loss @ 3481.6959997550325
50 | Close position @ 7645.145 capital 3336.8236866495 date 2019-06-04 18:00:00
51 | Open position @ 9271.165 buy 0.3596 date 2019-06-16 06:00:00 Stop loss @ 8406.041937099604
52 | Close position @ 9809.855 capital 3524.0962341419995 date 2019-07-02 06:00:00
53 | Open position @ 11294.025000000001 buy 0.3117 date 2019-08-05 01:00:00 Stop loss @ 9870.936939813835
54 | Close position @ 10497.755 capital 3268.8780832664997 date 2019-08-14 09:00:00
55 | Open position @ 9613.705 buy 0.3397 date 2019-10-26 01:00:00 Stop loss @ 8622.679672786018
56 | Close position @ 8790.455 capital 2983.1314459365 date 2019-11-08 14:00:00
57 | Open position @ 7735.29 buy 0.3853 date 2020-01-06 23:00:00 Stop loss @ 7143.767789865975
58 | Close position @ 9127.925 capital 3513.4725129974995 date 2020-02-04 13:00:00
59 | --------------------------------------------------
60 | Success rate 0.5384615384615384
61 | Capital at the end 3513.47
62 | --------------------------------------------------
63 | Summary of % change in positions
64 | Percent change in position -18.68
65 | Percent change in position -8.32
66 | Percent change in position -7.41
67 | Percent change in position -13.85
68 | Percent change in position -7.05
69 | Percent change in position -8.56
70 | Percent change in position 39.89
71 | Percent change in position 90.87
72 | Percent change in position 2.92
73 | Percent change in position 1.36
74 | Percent change in position 105.13
75 | Percent change in position 5.81
76 | Percent change in position 18.0
77 | Created new window in existing browser session.
78 | ```
79 |
80 | There will be window opened in your browser to show backtest results. Similar to the backtest below:
81 |
82 |
83 | 
84 |
85 |
86 | The green lines are showing profitable positions, whereas black lines are for loss positions.
87 |
88 | ### Advanced Turtle Trading
89 |
90 | I'm considering writing a more advanced tutorial about using turtle trading on cryptocurrency data in Python. The tutorial will cover:
91 |
92 | - How to get historical and live data from Binance with their API.
93 | - How to backtest long and short strategy with Turtle Trading Algorithm.
94 | - How to create long and short strategy for live trading.
95 | - How to tune Turtle Trading Algorithm for better performance.
96 |
97 | The example of tuned long strategy on BTC/USDT data:
98 |
99 |
100 | 
101 |
102 |
103 | The advanced strategy from initial capital 1,000.0 ends with capital 10,849.45, with success rate 0.4772.
104 |
105 | [Please notify me when it will be ready and get 20% off!](https://forms.gle/3eXGqSGXeotS3h6g9)
106 |
107 | #### Cross-selling
108 |
109 | You can also check my previously written tutorial: [How to deploy machine learning models with Django](https://deploymachinelearning.com)
110 |
--------------------------------------------------------------------------------
/backtest.py:
--------------------------------------------------------------------------------
1 | import pandas as pd
2 | import numpy as np
3 | from plotly.graph_objs import *
4 |
5 |
6 | # Data obtained from Binance on 2020-02-04
7 | # Read data with 1 day ticks, it will be used to compute indicators
8 | df_1d = pd.read_csv("data/BTCUSDT_1day_ticks.csv") # you can change here for ETH
9 | # Read data with 1 hour ticks, it will be used to simulate price monitoring
10 | df_1h = pd.read_csv("data/BTCUSDT_1hour_ticks.csv") # you can change here for ETH
11 |
12 | # Compute indicators
13 | df_1d["Close_1_shift"] = df_1d["Close"].shift(1) # previous day Close value
14 | df_1h["Close_1_shift_1h"] = df_1h["Close_1h"].shift(1) # previous hour Close value
15 |
16 | # In the data table, the current row will be used as present, so only Open value will be known
17 | # other values need to be used from previous row, otherwise we will be cheating in the backtest (it will be overfit!)
18 |
19 | df_1d["TR"] = np.abs(df_1d.High - df_1d.Low)
20 | df_1d["TR"] = np.maximum(
21 | df_1d["TR"],
22 | np.maximum(
23 | np.abs(df_1d.Close_1_shift - df_1d.High),
24 | np.abs(df_1d.Close_1_shift - df_1d.Low),
25 | ),
26 | )
27 | # The N value from Turtle Algorithm
28 | n_array = np.array(df_1d["TR"].values)
29 | n_array[20] = np.mean(df_1d["TR"][:20])
30 | for i in range(21, df_1d.shape[0]):
31 | n_array[i] = (19.0 * n_array[i - 1] + df_1d["TR"][i]) / 20.0
32 | df_1d["N"] = n_array
33 |
34 | # Compute upper and lower bounds based on Turtle Algorithm
35 | df_1d["upper_bound"] = df_1d["High"].shift(1).rolling(window=20).max()
36 | df_1d["lower_bound"] = df_1d["Low"].shift(1).rolling(window=10).min()
37 |
38 | # Join data sets
39 | df = df_1h.merge(df_1d, on="Date", how="left")
40 |
41 | # Start the backtest simulation
42 | capital = 1000.0 # initial capital value in USDT
43 | crypto = 0 # the initial amount of crypto
44 | fees = 0.001 # fees as 0.1%
45 | positions = [] # list to keep current positions
46 | success_history = [] # list to keep successful positions
47 | failure_history = [] # list to keep failed positions
48 |
49 | print("-" * 50)
50 | print("Initial capital", capital)
51 | print("-" * 50)
52 | # the simulation loop
53 | for i in range(
54 | 21 * 24, df.shape[0]
55 | ): # we start the loop from 21 day, to have N filled properly
56 |
57 | # Check for open position
58 | # The previous hour Close value is larger than upper bound and we have 0 positions
59 | if (
60 | df["Close_1_shift_1h"].iloc[i] > df["upper_bound"].iloc[i]
61 | and len(positions) == 0
62 | ):
63 |
64 | # We will use average price from the current ticker
65 | price = (df["Close_1h"].iloc[i] + df["Open_1h"].iloc[i]) / 2.0
66 | step = capital * (1.0 - fees)
67 | crypto += np.round(step / price, 4)
68 | capital = 0.0 # all capital used
69 | stop_loss = price - 2.0 * df["N"].iloc[i] # set stop loss
70 | positions += [{"time": i, "date": df.Date_1h.iloc[i], "price": price}]
71 |
72 | print(
73 | "Open position @",
74 | price,
75 | "buy",
76 | crypto,
77 | "date",
78 | df.Date_1h.iloc[i],
79 | "Stop loss @",
80 | stop_loss,
81 | )
82 |
83 | # Check to close position
84 | elif len(positions) > 0 and (
85 | df["Close_1_shift_1h"].iloc[i]
86 | < df["lower_bound"].iloc[i] # we are lower than lower bound
87 | or df["Close_1_shift_1h"].iloc[i] < stop_loss # we are lower than stop loss
88 | or i
89 | == df.shape[0] - 1 # the end of simulation and we want to close all positions
90 | ):
91 |
92 | price = (df["Close_1h"].iloc[i] + df["Open_1h"].iloc[i]) / 2.0
93 | capital = crypto * price * (1 - fees)
94 | stop_loss, crypto = 0.0, 0.0
95 | print("Close position @", price, "capital", capital, "date", df.Date_1h.iloc[i])
96 | if positions[-1]["price"] < price:
97 | for p in positions:
98 | success_history += [
99 | {
100 | "date": [p["date"], df.Date_1h.iloc[i]],
101 | "price": [p["price"], price],
102 | }
103 | ]
104 | else:
105 | for p in positions:
106 | failure_history += [
107 | {
108 | "date": [p["date"], df.Date_1h.iloc[i]],
109 | "price": [p["price"], price],
110 | }
111 | ]
112 | positions = []
113 |
114 | success_rate = 0
115 | if len(success_history) + len(failure_history) > 0:
116 | success_rate = len(success_history) / (len(failure_history) + len(success_history))
117 |
118 | print("-" * 50)
119 | print("Success rate", success_rate)
120 | print("Capital at the end", np.round(capital, 2))
121 | print("-" * 50)
122 | print("Summary of % change in positions")
123 | price_changes = []
124 | for h in [failure_history, success_history]:
125 | for position in h:
126 | percent_change = np.round(
127 | (position["price"][1] - position["price"][0])
128 | / position["price"][0]
129 | * 100.0,
130 | 2,
131 | )
132 | print("Percent change in position", percent_change)
133 |
134 | # plot them
135 | trace0 = Candlestick(x=df.Date, open=df.Open, high=df.High, low=df.Low, close=df.Close)
136 | fig = Figure()
137 | fig.add_trace(trace0)
138 |
139 | for f in failure_history:
140 | trace = Scatter(
141 | x=f["date"],
142 | y=f["price"],
143 | mode="markers+lines",
144 | marker_color="rgba(2, 2, 3, .9)",
145 | )
146 | fig.add_trace(trace)
147 |
148 | for f in success_history:
149 | trace = Scatter(
150 | x=f["date"],
151 | y=f["price"],
152 | mode="markers+lines",
153 | marker_color="rgba(2, 255, 3, .9)",
154 | )
155 | fig.add_trace(trace)
156 |
157 | fig.show()
158 |
--------------------------------------------------------------------------------
/data/ETHUSDT_1day_ticks.csv:
--------------------------------------------------------------------------------
1 | Date,Open,High,Low,Close,Vol
2 | 2017-08-17,301.13,312.18,298.0,302.0,7030.71034
3 | 2017-08-18,302.0,311.79,283.94,293.96,9537.84646
4 | 2017-08-19,293.31,299.9,278.0,290.91,2146.19773
5 | 2017-08-20,289.41,300.53,282.85,299.1,2510.13871
6 | 2017-08-21,299.1,346.52,294.6,323.29,5219.44542
7 | 2017-08-22,321.04,330.41,144.21,309.8,7956.35088
8 | 2017-08-23,312.25,324.99,309.41,315.74,8665.72569
9 | 2017-08-24,315.74,328.04,314.01,323.42,6753.27192
10 | 2017-08-25,323.42,338.28,323.42,327.24,7125.96962
11 | 2017-08-26,327.24,335.44,323.41,330.79,4877.68521
12 | 2017-08-27,332.18,348.13,330.73,348.13,4635.43715
13 | 2017-08-28,348.11,351.0,331.95,346.0,4279.1817
14 | 2017-08-29,347.0,377.6,346.0,374.7,3032.13425
15 | 2017-08-30,374.7,393.71,362.05,385.93,4446.59608
16 | 2017-08-31,384.64,389.36,377.78,384.79,4435.86855
17 | 2017-09-01,386.44,394.39,383.18,388.46,4198.68434
18 | 2017-09-02,388.58,394.32,320.08,343.14,8240.32724
19 | 2017-09-03,343.56,367.28,320.08,341.77,5253.62211
20 | 2017-09-04,339.29,344.55,267.94,283.77,6737.81061
21 | 2017-09-05,286.81,321.52,235.55,312.09,8344.41924
22 | 2017-09-06,313.29,336.34,312.09,335.0,5486.30988
23 | 2017-09-07,335.01,342.5,320.17,334.49,3103.89745
24 | 2017-09-08,334.49,335.1,272.0,302.99,4915.75693
25 | 2017-09-09,300.01,307.0,281.66,296.74,2740.58822
26 | 2017-09-10,296.72,302.78,261.03,293.5,4156.45099
27 | 2017-09-11,293.51,304.98,285.21,297.3,4829.64647
28 | 2017-09-12,297.78,316.46,286.01,293.96,5176.31402
29 | 2017-09-13,293.93,294.5,257.05,276.91,6451.22836
30 | 2017-09-14,275.76,283.77,215.0,215.21,12601.95676
31 | 2017-09-15,217.0,270.93,192.0,253.0,14223.8953
32 | 2017-09-16,255.99,271.81,235.51,249.31,10362.06011
33 | 2017-09-17,249.32,264.39,239.02,257.55,4614.53337
34 | 2017-09-18,257.53,306.22,257.11,294.57,4125.97051
35 | 2017-09-19,296.0,300.0,277.41,284.0,1869.90852
36 | 2017-09-20,284.01,294.0,275.91,282.0,1060.56734
37 | 2017-09-21,285.1,287.0,252.1,257.0,1912.55583
38 | 2017-09-22,258.0,272.97,253.01,264.0,1464.5125
39 | 2017-09-23,259.99,286.23,255.11,285.93,2824.33572
40 | 2017-09-24,286.5,294.61,275.0,282.0,5575.54422
41 | 2017-09-25,282.0,299.0,281.34,294.42,5870.48035
42 | 2017-09-26,294.42,296.81,286.24,287.9,4566.92804
43 | 2017-09-27,289.91,313.0,286.13,309.74,5518.10382
44 | 2017-09-28,309.81,311.81,296.89,302.44,6600.90922
45 | 2017-09-29,302.44,303.0,274.0,292.22,11089.19902
46 | 2017-09-30,292.62,307.49,292.22,304.36,4020.60795
47 | 2017-10-01,305.13,306.0,294.0,303.95,5060.05758
48 | 2017-10-02,303.94,305.0,295.0,296.5,3710.83747
49 | 2017-10-03,298.15,301.99,283.18,292.48,5546.85702
50 | 2017-10-04,292.47,297.97,288.0,291.99,4014.88792
51 | 2017-10-05,290.0,297.44,285.53,294.81,3412.39016
52 | 2017-10-06,294.78,310.8,293.78,310.8,3541.02359
53 | 2017-10-07,309.9,318.5,303.6,311.01,2165.79076
54 | 2017-10-08,311.08,317.07,309.0,311.07,2960.93198
55 | 2017-10-09,311.13,312.13,286.65,297.19,4885.37863
56 | 2017-10-10,297.35,308.56,293.0,298.64,6749.27468
57 | 2017-10-11,300.88,305.5,298.02,304.01,3724.6863
58 | 2017-10-12,304.01,310.0,302.71,303.99,7827.75596
59 | 2017-10-13,303.52,353.96,297.0,337.96,17925.36585
60 | 2017-10-14,337.96,349.8,335.0,342.0,7731.96469
61 | 2017-10-15,342.0,348.0,316.17,337.96,10011.34708
62 | 2017-10-16,337.5,354.0,332.78,335.19,8663.47097
63 | 2017-10-17,335.18,336.58,312.65,315.19,8146.74356
64 | 2017-10-18,315.19,318.0,284.68,309.7,12908.0454
65 | 2017-10-19,311.52,315.0,300.0,308.66,8678.74739
66 | 2017-10-20,308.66,311.18,302.0,304.51,8739.31764
67 | 2017-10-21,304.51,305.34,290.0,298.94,8591.63121
68 | 2017-10-22,298.99,306.99,290.0,293.79,7173.06893
69 | 2017-10-23,293.78,294.6,272.2,281.09,9658.78404
70 | 2017-10-24,282.27,310.0,275.5,297.38,14066.67924
71 | 2017-10-25,295.43,300.0,281.0,294.49,9703.09261
72 | 2017-10-26,294.1,299.76,291.03,294.71,7813.02717
73 | 2017-10-27,294.72,298.1,292.03,296.33,6272.14802
74 | 2017-10-28,296.14,297.0,290.1,291.87,5848.86589
75 | 2017-10-29,291.86,309.4,291.86,305.0,9019.13315
76 | 2017-10-30,305.0,316.0,302.1,307.25,8946.12026
77 | 2017-10-31,305.95,309.99,304.01,304.9,7640.41182
78 | 2017-11-01,304.89,305.9,286.34,287.01,9843.1666
79 | 2017-11-02,287.3,293.0,274.73,283.12,13423.8572
80 | 2017-11-03,283.12,307.0,282.0,304.08,8194.03465
81 | 2017-11-04,304.09,304.99,292.11,298.04,7828.41744
82 | 2017-11-05,298.1,302.14,293.13,295.53,6638.42119
83 | 2017-11-06,295.19,305.58,290.11,297.97,7515.50103
84 | 2017-11-07,297.25,303.52,287.0,291.78,9418.57881
85 | 2017-11-08,291.31,320.0,290.02,303.02,15961.85772
86 | 2017-11-09,303.6,329.0,299.5,317.87,11151.29946
87 | 2017-11-10,318.5,322.65,285.82,293.5,15597.16557
88 | 2017-11-11,293.52,318.0,291.91,310.02,10850.16279
89 | 2017-11-12,310.87,316.99,281.01,305.24,21123.15319
90 | 2017-11-13,304.0,318.88,303.7,312.99,15551.67434
91 | 2017-11-14,313.0,337.54,312.94,335.61,17709.2227
92 | 2017-11-15,335.6,339.0,324.0,331.33,15597.16131
93 | 2017-11-16,330.98,334.75,321.41,331.49,14145.71696
94 | 2017-11-17,331.49,334.6,323.84,331.23,18042.02544
95 | 2017-11-18,331.2,349.9,326.01,346.66,14361.4973
96 | 2017-11-19,346.66,373.56,343.07,354.15,19397.74898
97 | 2017-11-20,355.15,372.5,353.9,367.42,18277.0194
98 | 2017-11-21,367.42,375.5,350.02,362.12,26237.64398
99 | 2017-11-22,362.12,384.84,359.0,380.65,18121.58484
100 | 2017-11-23,380.63,425.0,370.02,405.0,25409.00111
101 | 2017-11-24,405.03,475.0,392.8,469.0,30398.35831
102 | 2017-11-25,467.57,484.47,450.0,461.82,21428.63117
103 | 2017-11-26,461.0,465.0,436.14,462.84,21691.11759
104 | 2017-11-27,462.84,486.94,453.0,472.31,23761.11416
105 | 2017-11-28,472.32,477.5,453.5,466.17,23967.24816
106 | 2017-11-29,466.17,515.0,385.0,421.7,51313.49571
107 | 2017-11-30,421.92,460.0,387.01,427.43,45184.22265
108 | 2017-12-01,428.05,465.97,413.74,457.51,33072.21995
109 | 2017-12-02,457.53,471.91,445.0,457.63,25796.14
110 | 2017-12-03,457.31,485.9,440.11,460.3,24490.05997
111 | 2017-12-04,460.3,470.98,445.0,466.67,23182.65949
112 | 2017-12-05,466.66,468.67,445.21,452.26,25387.11695
113 | 2017-12-06,452.26,455.1,400.0,411.01,38638.76036
114 | 2017-12-07,413.5,427.61,375.01,406.33,41343.73269
115 | 2017-12-08,406.52,456.78,390.0,442.56,41064.60305
116 | 2017-12-09,442.56,488.0,426.4,460.0,41918.34044
117 | 2017-12-10,460.0,460.05,403.2,427.35,34919.25938
118 | 2017-12-11,427.35,512.0,427.35,508.7,29763.16644
119 | 2017-12-12,508.44,639.27,494.89,620.0,59387.02259
120 | 2017-12-13,622.0,705.69,539.93,683.99,57694.18773
121 | 2017-12-14,683.98,747.6,630.5,679.76,60919.26902
122 | 2017-12-15,679.76,689.0,594.6,674.95,39778.16165
123 | 2017-12-16,673.75,712.0,669.22,682.81,26866.0533
124 | 2017-12-17,681.8,728.0,680.33,707.64,31398.4476
125 | 2017-12-18,707.62,798.88,638.0,784.0,45673.70777
126 | 2017-12-19,784.0,864.9,729.01,798.0,69423.62125
127 | 2017-12-20,798.0,828.0,661.0,790.21,72526.28416
128 | 2017-12-21,794.62,845.99,705.98,782.41,78222.53998
129 | 2017-12-22,784.0,796.0,504.99,635.97,154630.49482
130 | 2017-12-23,635.15,714.99,627.97,640.34,79001.05634
131 | 2017-12-24,640.33,667.64,563.49,658.0,95431.94156
132 | 2017-12-25,659.4,744.0,599.99,714.95,78544.84102
133 | 2017-12-26,713.12,750.0,712.56,750.0,60052.47905
134 | 2017-12-27,750.0,766.05,693.18,739.89,51339.2782
135 | 2017-12-28,739.89,744.93,645.88,707.89,72679.61288
136 | 2017-12-29,709.5,757.87,703.0,733.99,64028.12647
137 | 2017-12-30,732.9,735.0,635.82,681.06,89879.99994
138 | 2017-12-31,680.01,740.0,672.86,733.98,62628.24458
139 | 2018-01-01,733.01,763.55,716.8,754.99,53909.25885
140 | 2018-01-02,754.99,899.5,749.06,855.28,113257.78355
141 | 2018-01-03,855.13,950.01,810.0,934.03,89041.45688
142 | 2018-01-04,934.03,1009.72,890.01,940.0,102894.47384
143 | 2018-01-05,940.0,1045.0,930.0,959.3,97374.0163
144 | 2018-01-06,958.0,1017.56,950.0,1004.11,71954.27895
145 | 2018-01-07,1003.71,1125.0,999.9,1123.09,65278.81957
146 | 2018-01-08,1123.09,1239.18,910.0,1133.18,158831.54798
147 | 2018-01-09,1133.18,1326.5,1104.85,1291.0,118702.88684
148 | 2018-01-10,1291.0,1440.0,1201.1,1247.0,160185.0129
149 | 2018-01-11,1249.03,1332.49,1021.0,1138.93,194546.29387
150 | 2018-01-12,1136.45,1288.5,1069.01,1253.87,93763.47261
151 | 2018-01-13,1253.87,1427.01,1252.0,1388.02,75893.43201
152 | 2018-01-14,1388.1,1391.89,1220.89,1347.0,98391.19585
153 | 2018-01-15,1347.99,1383.13,1258.12,1271.0,69236.70476
154 | 2018-01-16,1268.67,1275.01,780.0,1000.0,343889.36509
155 | 2018-01-17,999.99,1075.51,755.0,1000.0,436333.67326
156 | 2018-01-18,1000.0,1075.2,924.21,994.0,294545.71207
157 | 2018-01-19,993.3,1079.0,941.0,1032.5,167954.11253
158 | 2018-01-20,1032.5,1165.4,1031.0,1152.75,123352.58362
159 | 2018-01-21,1150.37,1152.69,998.0,1049.0,175031.00789
160 | 2018-01-22,1049.0,1090.15,908.0,993.0,185212.52002
161 | 2018-01-23,993.0,1030.0,909.0,980.0,160159.63958
162 | 2018-01-24,981.2,1074.0,953.09,1061.0,134257.7947
163 | 2018-01-25,1060.34,1115.0,1030.26,1056.52,119415.93495
164 | 2018-01-26,1055.29,1082.0,986.0,1051.03,145113.638
165 | 2018-01-27,1051.03,1127.99,1032.2,1118.99,96894.33839
166 | 2018-01-28,1118.99,1277.0,1112.0,1251.96,143510.73586
167 | 2018-01-29,1251.96,1258.89,1161.65,1177.01,105292.76808
168 | 2018-01-30,1177.01,1186.85,1051.0,1085.5,155278.55404
169 | 2018-01-31,1084.63,1135.0,1029.0,1124.81,100372.03783
170 | 2018-02-01,1125.96,1164.99,981.0,1041.94,203355.29052
171 | 2018-02-02,1041.89,1047.2,783.67,922.3,377375.22874
172 | 2018-02-03,923.67,998.0,851.0,971.0,160037.88129
173 | 2018-02-04,971.0,975.0,789.0,823.56,186446.0316
174 | 2018-02-05,821.6,862.47,634.94,697.92,365516.52899
175 | 2018-02-06,697.93,798.0,570.1,779.25,648944.4204
176 | 2018-02-07,779.99,849.0,714.18,754.0,356403.4441
177 | 2018-02-08,753.19,786.93,751.0,781.66,10516.2619
178 | 2018-02-09,781.66,882.2,781.66,877.0,95447.67289
179 | 2018-02-10,876.3,911.2,800.0,851.15,214818.06768
180 | 2018-02-11,851.15,857.0,768.28,808.99,189323.408
181 | 2018-02-12,808.58,877.56,807.46,866.66,143586.93121
182 | 2018-02-13,866.39,871.0,820.0,841.57,110305.93537
183 | 2018-02-14,841.57,924.99,841.3,919.09,150342.85558
184 | 2018-02-15,919.09,946.66,895.59,924.55,155637.78524
185 | 2018-02-16,924.55,948.48,901.36,938.67,115540.16349
186 | 2018-02-17,938.6,974.0,933.48,969.99,110091.03618
187 | 2018-02-18,969.99,978.5,897.0,911.0,160129.79518
188 | 2018-02-19,911.0,956.22,906.04,938.11,80099.49534
189 | 2018-02-20,939.17,961.0,873.0,882.99,120056.67502
190 | 2018-02-21,882.99,908.88,812.87,835.89,176200.55151
191 | 2018-02-22,836.35,871.96,786.6,801.49,137561.85113
192 | 2018-02-23,801.47,885.0,785.99,851.6,154507.41338
193 | 2018-02-24,851.59,875.0,805.0,833.94,89311.5794
194 | 2018-02-25,833.92,849.5,813.18,841.19,59431.26474
195 | 2018-02-26,841.46,882.0,833.0,867.98,74911.4656
196 | 2018-02-27,867.98,897.49,860.69,870.11,63487.68425
197 | 2018-02-28,871.84,891.0,850.3,853.5,53620.45209
198 | 2018-03-01,853.5,879.96,848.65,870.63,43785.00503
199 | 2018-03-02,870.63,876.22,850.0,856.28,39436.26006
200 | 2018-03-03,856.27,870.78,852.3,856.02,34170.2942
201 | 2018-03-04,856.51,868.0,836.24,866.66,29735.01829
202 | 2018-03-05,866.61,871.75,847.2,849.84,30567.79813
203 | 2018-03-06,849.81,853.18,803.01,813.11,48658.06883
204 | 2018-03-07,813.31,826.2,718.4,749.9,109013.2838
205 | 2018-03-08,749.02,772.07,684.0,695.46,76312.77819
206 | 2018-03-09,695.48,727.92,640.0,723.71,116545.37303
207 | 2018-03-10,723.65,745.0,673.06,680.58,63012.67972
208 | 2018-03-11,680.58,735.0,659.15,720.85,73967.35869
209 | 2018-03-12,721.0,740.5,676.31,697.11,67732.85988
210 | 2018-03-13,696.52,713.76,680.0,689.94,55735.18315
211 | 2018-03-14,690.16,703.54,585.0,610.1,89904.25415
212 | 2018-03-15,610.1,621.12,570.0,608.83,94426.72453
213 | 2018-03-16,608.83,625.3,584.15,599.05,64720.20994
214 | 2018-03-17,599.03,609.26,544.0,546.95,68022.4592
215 | 2018-03-18,547.98,560.0,450.0,537.0,248817.226
216 | 2018-03-19,537.39,560.0,515.8,556.88,184798.77062
217 | 2018-03-20,556.88,567.87,515.0,557.0,135426.91549
218 | 2018-03-21,557.0,590.52,545.11,559.17,117019.17321
219 | 2018-03-22,559.15,578.6,516.0,539.92,111106.19916
220 | 2018-03-23,539.78,544.72,506.71,543.03,106416.06746
221 | 2018-03-24,543.2,545.99,518.63,520.22,87710.78945
222 | 2018-03-25,521.17,536.0,512.0,523.74,71903.1713
223 | 2018-03-26,523.95,527.67,465.56,485.0,151084.23688
224 | 2018-03-27,485.0,491.55,446.0,448.5,138188.76042
225 | 2018-03-28,448.5,466.0,440.14,446.67,89895.47885
226 | 2018-03-29,446.07,449.43,380.0,384.0,225341.94316
227 | 2018-03-30,383.87,412.04,366.0,392.43,292254.79437
228 | 2018-03-31,392.4,419.4,388.52,393.92,167833.59399
229 | 2018-04-01,393.93,399.91,356.9,378.58,150493.99422
230 | 2018-04-02,378.58,394.87,375.0,385.05,113242.14191
231 | 2018-04-03,385.0,419.08,380.13,415.01,137897.55565
232 | 2018-04-04,415.0,416.5,370.0,378.16,140598.39668
233 | 2018-04-05,378.15,387.03,365.61,381.22,120314.05875
234 | 2018-04-06,381.56,385.91,362.54,368.89,74458.69141
235 | 2018-04-07,368.89,394.75,368.28,384.51,71463.42848
236 | 2018-04-08,384.51,404.05,384.0,400.4,57395.52936
237 | 2018-04-09,400.4,431.99,387.1,399.44,151653.50413
238 | 2018-04-10,399.25,418.68,391.4,416.07,81394.29605
239 | 2018-04-11,415.53,433.54,410.38,429.52,86706.68627
240 | 2018-04-12,429.9,499.0,412.88,495.67,249766.38316
241 | 2018-04-13,494.3,530.0,480.22,495.11,251752.08782
242 | 2018-04-14,494.69,515.0,485.58,502.68,121283.3338
243 | 2018-04-15,502.68,535.0,502.51,533.88,108739.15395
244 | 2018-04-16,533.88,538.0,497.31,511.46,130359.52549
245 | 2018-04-17,512.09,521.2,500.02,502.56,96541.96382
246 | 2018-04-18,502.56,526.99,501.12,526.09,73161.95251
247 | 2018-04-19,526.49,571.61,521.03,568.14,112235.77328
248 | 2018-04-20,568.14,622.17,556.5,617.09,160209.03951
249 | 2018-04-21,616.8,624.5,570.23,604.87,159364.95353
250 | 2018-04-22,604.87,643.49,589.0,620.92,120127.3728
251 | 2018-04-23,620.67,649.11,618.02,645.09,77475.70793
252 | 2018-04-24,644.58,712.99,643.76,701.58,171437.66972
253 | 2018-04-25,701.16,703.3,593.83,618.0,341439.50428
254 | 2018-04-26,617.73,666.19,600.0,661.51,155754.00815
255 | 2018-04-27,661.51,686.82,635.73,643.46,134803.48389
256 | 2018-04-28,643.41,694.9,638.76,682.86,113128.36337
257 | 2018-04-29,683.5,700.49,665.28,690.85,110020.23869
258 | 2018-04-30,690.85,695.3,662.2,670.78,112494.9172
259 | 2018-05-01,670.78,675.6,627.58,672.0,133123.66675
260 | 2018-05-02,671.99,691.99,663.0,688.56,86185.5033
261 | 2018-05-03,688.55,792.08,685.39,779.0,229419.209
262 | 2018-05-04,779.0,810.0,756.91,785.99,179924.40215
263 | 2018-05-05,785.8,832.66,781.56,819.5,128631.18764
264 | 2018-05-06,819.5,839.99,752.49,794.3,166871.16002
265 | 2018-05-07,794.3,799.14,701.0,752.49,284237.06328
266 | 2018-05-08,753.0,777.0,720.02,748.99,135106.19621
267 | 2018-05-09,748.99,760.74,710.26,751.75,112353.37758
268 | 2018-05-10,752.4,769.88,720.0,722.52,102019.29933
269 | 2018-05-11,722.52,737.23,663.0,676.96,216953.54991
270 | 2018-05-12,676.96,690.2,633.2,684.11,166801.07487
271 | 2018-05-13,684.56,742.0,666.31,729.08,136022.39207
272 | 2018-05-14,729.08,743.9,686.0,727.49,183466.9224
273 | 2018-05-15,727.49,740.0,695.0,704.91,127191.21863
274 | 2018-05-16,704.91,712.84,673.52,706.29,118902.46895
275 | 2018-05-17,706.8,719.25,662.0,667.62,106723.38375
276 | 2018-05-18,667.62,694.9,656.0,692.6,106541.66307
277 | 2018-05-19,693.26,717.8,682.31,697.0,88828.85641
278 | 2018-05-20,697.0,729.88,688.4,716.16,86004.7409
279 | 2018-05-21,716.16,720.46,688.0,696.7,96085.15451
280 | 2018-05-22,697.1,699.6,637.32,640.99,107059.5769
281 | 2018-05-23,640.86,669.0,560.0,577.19,257099.77096
282 | 2018-05-24,577.19,612.1,550.0,602.18,195854.62497
283 | 2018-05-25,602.08,617.46,568.7,585.55,118076.26273
284 | 2018-05-26,585.56,607.62,578.32,586.0,77654.12532
285 | 2018-05-27,586.03,592.0,557.43,570.4,97097.26713
286 | 2018-05-28,570.81,576.2,506.11,511.5,153197.83278
287 | 2018-05-29,511.5,573.43,510.0,567.36,189082.83788
288 | 2018-05-30,567.09,585.83,541.2,557.19,122132.2701
289 | 2018-05-31,557.87,586.73,552.98,577.81,100101.52276
290 | 2018-06-01,577.81,590.26,564.93,579.0,83840.84162
291 | 2018-06-02,579.0,599.17,572.9,590.85,80258.14719
292 | 2018-06-03,590.85,628.81,590.1,619.66,84123.33235
293 | 2018-06-04,619.66,625.47,580.15,591.02,96339.44507
294 | 2018-06-05,591.02,614.0,570.36,609.05,89053.74351
295 | 2018-06-06,609.29,613.35,593.4,607.4,70152.92117
296 | 2018-06-07,606.68,618.0,598.24,605.16,60174.1888
297 | 2018-06-08,605.2,608.45,593.33,598.68,49228.00755
298 | 2018-06-09,599.29,608.97,591.0,592.87,38908.0653
299 | 2018-06-10,592.44,592.87,501.13,524.11,190350.58429
300 | 2018-06-11,524.64,535.51,508.66,531.69,145813.07819
301 | 2018-06-12,531.08,538.88,482.0,493.0,158223.14812
302 | 2018-06-13,493.0,501.97,449.06,475.47,181842.19417
303 | 2018-06-14,475.47,529.0,460.0,519.29,206093.0733
304 | 2018-06-15,519.3,521.0,481.62,487.48,160532.53607
305 | 2018-06-16,487.47,503.28,483.72,496.74,131095.45173
306 | 2018-06-17,496.45,507.6,492.7,497.14,117316.93221
307 | 2018-06-18,497.15,524.48,487.27,517.95,143826.68272
308 | 2018-06-19,517.77,548.2,510.01,537.97,148148.38064
309 | 2018-06-20,537.68,542.02,515.08,536.49,123892.0424
310 | 2018-06-21,536.34,544.98,521.11,526.18,79862.90544
311 | 2018-06-22,526.32,526.44,450.0,462.09,212659.53437
312 | 2018-06-23,462.4,481.0,455.0,473.41,94465.26834
313 | 2018-06-24,473.4,475.81,419.53,454.41,198264.10079
314 | 2018-06-25,454.29,474.47,444.37,458.7,122942.1165
315 | 2018-06-26,459.04,460.81,429.0,429.34,84003.09976
316 | 2018-06-27,429.81,445.95,420.19,441.64,99156.36437
317 | 2018-06-28,441.36,443.96,416.45,420.22,112309.56714
318 | 2018-06-29,420.48,442.0,404.48,434.77,159495.30942
319 | 2018-06-30,434.77,463.15,434.51,454.09,157169.20242
320 | 2018-07-01,454.2,457.77,443.73,452.1,111226.62846
321 | 2018-07-02,452.14,481.83,444.16,476.25,182585.11018
322 | 2018-07-03,476.32,486.98,457.0,461.82,186954.55478
323 | 2018-07-04,461.78,482.7,458.02,467.38,101886.20199
324 | 2018-07-05,467.19,480.0,458.8,467.87,125806.0083
325 | 2018-07-06,467.79,476.0,451.29,470.47,100428.64802
326 | 2018-07-07,470.48,487.99,461.5,485.57,83629.95382
327 | 2018-07-08,485.57,495.98,482.05,486.77,144703.13626
328 | 2018-07-09,486.55,488.98,468.2,471.71,89532.14109
329 | 2018-07-10,471.73,473.23,427.69,432.48,173640.9762
330 | 2018-07-11,432.55,452.69,424.2,444.99,159022.59726
331 | 2018-07-12,444.99,445.36,416.94,431.14,181877.07924
332 | 2018-07-13,431.14,442.47,424.62,432.46,150320.32532
333 | 2018-07-14,432.43,440.0,428.26,433.19,122253.69397
334 | 2018-07-15,433.2,455.0,430.52,449.78,140415.27048
335 | 2018-07-16,449.79,480.57,444.03,478.49,172440.71343
336 | 2018-07-17,478.49,512.0,465.29,498.76,215318.06761
337 | 2018-07-18,498.89,515.47,468.01,479.41,236137.8071
338 | 2018-07-19,479.4,484.15,462.57,468.57,171308.06705
339 | 2018-07-20,468.7,471.02,440.0,449.04,160873.38244
340 | 2018-07-21,449.04,468.97,441.18,460.23,74259.64067
341 | 2018-07-22,460.23,472.2,454.19,457.47,60684.89595
342 | 2018-07-23,457.47,469.82,447.11,450.05,106561.46081
343 | 2018-07-24,450.05,484.27,448.47,479.28,158286.759
344 | 2018-07-25,479.24,485.77,464.0,472.1,170475.54936
345 | 2018-07-26,472.11,485.0,460.0,462.64,173976.2192
346 | 2018-07-27,462.17,474.0,455.84,470.09,198304.79211
347 | 2018-07-28,470.09,472.0,460.82,469.29,156862.59361
348 | 2018-07-29,468.44,472.0,461.6,466.4,138747.56334
349 | 2018-07-30,466.4,469.79,446.1,456.23,179581.79415
350 | 2018-07-31,456.19,457.3,427.0,432.22,214913.57229
351 | 2018-08-01,432.2,434.99,406.55,420.41,209570.0844
352 | 2018-08-02,420.37,425.52,407.43,410.62,178421.10672
353 | 2018-08-03,410.62,420.01,396.61,417.52,201156.61154
354 | 2018-08-04,417.58,419.53,401.86,407.21,179498.57515
355 | 2018-08-05,407.21,413.24,400.16,408.79,158913.77206
356 | 2018-08-06,408.77,413.28,397.08,405.28,166496.42465
357 | 2018-08-07,405.19,412.76,369.19,378.21,207706.11078
358 | 2018-08-08,378.2,380.42,347.25,355.48,275047.10788
359 | 2018-08-09,355.48,369.9,350.51,363.3,244268.20567
360 | 2018-08-10,363.21,365.87,325.95,331.81,264274.13378
361 | 2018-08-11,331.88,332.98,304.45,317.69,335634.67243
362 | 2018-08-12,317.49,327.13,313.42,317.89,135524.79994
363 | 2018-08-13,317.96,321.99,280.68,283.81,307713.22214
364 | 2018-08-14,283.81,283.81,250.0,278.41,485174.37541
365 | 2018-08-15,278.47,304.45,276.3,281.12,438620.64156
366 | 2018-08-16,281.46,298.6,277.55,287.17,235665.2551
367 | 2018-08-17,286.84,318.0,285.0,317.51,342556.46068
368 | 2018-08-18,317.51,321.33,281.79,294.11,384021.38829
369 | 2018-08-19,294.1,307.4,288.2,299.42,288483.44841
370 | 2018-08-20,299.3,304.04,269.5,270.51,219153.78936
371 | 2018-08-21,270.51,285.9,269.7,281.21,224701.57671
372 | 2018-08-22,281.09,298.89,259.5,270.8,403936.78303
373 | 2018-08-23,270.68,280.3,267.55,275.99,277304.60909
374 | 2018-08-24,276.06,283.1,270.22,281.19,271850.21373
375 | 2018-08-25,281.05,282.71,275.99,277.55,253375.49477
376 | 2018-08-26,277.54,277.91,268.69,274.29,232525.9497
377 | 2018-08-27,274.17,288.15,271.59,287.71,281020.64727
378 | 2018-08-28,287.71,298.0,282.66,295.44,318323.28971
379 | 2018-08-29,295.44,297.0,283.55,288.4,324275.47324
380 | 2018-08-30,288.35,291.0,271.88,283.89,336993.14413
381 | 2018-08-31,283.9,289.0,276.59,281.41,302663.37038
382 | 2018-09-01,281.46,302.0,281.34,295.71,294944.4401
383 | 2018-09-02,295.8,299.33,288.87,295.41,153300.06112
384 | 2018-09-03,295.51,296.62,285.99,289.09,274753.70062
385 | 2018-09-04,289.09,292.64,283.0,285.3,330102.19
386 | 2018-09-05,285.18,287.62,227.0,228.53,528734.3196
387 | 2018-09-06,228.28,233.19,212.0,229.7,552996.86567
388 | 2018-09-07,229.73,234.69,213.5,215.22,398379.81741
389 | 2018-09-08,215.19,220.2,190.01,196.71,318859.84904
390 | 2018-09-09,196.87,208.6,185.02,195.81,429255.02592
391 | 2018-09-10,196.13,203.42,187.1,197.15,418489.86663
392 | 2018-09-11,197.22,200.2,176.16,185.18,476745.79216
393 | 2018-09-12,185.14,185.22,167.32,183.12,504047.79165
394 | 2018-09-13,183.17,215.0,183.15,210.68,739503.34051
395 | 2018-09-14,210.91,224.2,202.6,208.82,833945.82573
396 | 2018-09-15,208.55,227.42,207.64,221.29,441046.52933
397 | 2018-09-16,221.62,223.5,208.1,220.17,425538.57709
398 | 2018-09-17,220.24,225.0,192.4,196.16,825020.77445
399 | 2018-09-18,196.25,215.47,193.47,208.17,584366.15014
400 | 2018-09-19,208.42,214.84,197.58,209.79,496100.46639
401 | 2018-09-20,209.79,226.68,205.56,224.0,573632.24236
402 | 2018-09-21,224.0,252.11,220.66,247.73,841029.12948
403 | 2018-09-22,247.67,255.13,232.7,241.01,423740.7403
404 | 2018-09-23,241.01,249.73,237.0,244.5,235214.14917
405 | 2018-09-24,244.54,246.2,225.3,228.06,350139.1505
406 | 2018-09-25,228.06,228.1,203.61,219.62,710650.7097
407 | 2018-09-26,219.5,223.6,207.5,214.42,613754.27743
408 | 2018-09-27,214.38,234.0,205.01,229.13,582274.44087
409 | 2018-09-28,229.1,234.42,215.53,221.84,618434.62488
410 | 2018-09-29,221.89,237.77,214.18,231.62,604000.95586
411 | 2018-09-30,231.62,239.0,226.5,232.94,432195.44084
412 | 2018-10-01,233.04,235.88,224.46,231.61,322900.46128
413 | 2018-10-02,231.62,232.51,223.37,225.69,401305.32707
414 | 2018-10-03,225.7,226.43,216.51,220.77,275609.26221
415 | 2018-10-04,220.67,227.16,219.49,222.66,158137.42967
416 | 2018-10-05,222.66,231.75,219.35,228.37,137730.35786
417 | 2018-10-06,228.36,228.86,223.15,225.4,100257.5697
418 | 2018-10-07,225.39,227.75,221.48,226.14,74733.67253
419 | 2018-10-08,226.26,232.7,224.21,230.01,210989.42202
420 | 2018-10-09,230.01,231.02,226.56,228.4,100246.1843
421 | 2018-10-10,228.4,228.78,224.05,226.74,122748.21412
422 | 2018-10-11,226.7,226.91,189.01,191.58,497258.82871
423 | 2018-10-12,191.55,201.87,190.04,196.96,216448.3922
424 | 2018-10-13,196.96,202.78,196.27,201.3,107215.5262
425 | 2018-10-14,201.39,203.56,194.33,197.01,110554.19361
426 | 2018-10-15,196.84,239.0,194.6,214.39,973857.7477
427 | 2018-10-16,214.39,219.95,211.55,215.09,145980.09837
428 | 2018-10-17,215.2,216.99,210.0,212.85,153768.85024
429 | 2018-10-18,212.9,215.3,203.53,206.24,150229.60097
430 | 2018-10-19,206.25,208.0,204.21,205.0,254660.48637
431 | 2018-10-20,205.1,209.69,203.57,207.91,62376.6968
432 | 2018-10-21,207.91,211.99,206.74,207.49,83277.36128
433 | 2018-10-22,207.46,209.3,205.0,206.67,206046.89963
434 | 2018-10-23,206.67,207.8,202.14,205.85,112753.0414
435 | 2018-10-24,205.85,207.95,204.73,205.35,97128.82698
436 | 2018-10-25,205.35,205.94,202.88,203.93,77411.57217
437 | 2018-10-26,203.84,209.0,203.0,204.92,91143.83291
438 | 2018-10-27,204.92,206.15,203.09,204.45,50235.68329
439 | 2018-10-28,204.45,205.94,203.62,204.99,44394.83357
440 | 2018-10-29,204.99,205.49,195.28,196.96,118281.82272
441 | 2018-10-30,196.95,198.6,195.91,197.27,83633.81463
442 | 2018-10-31,197.24,201.45,193.01,198.73,114739.70424
443 | 2018-11-01,198.7,200.95,197.88,199.96,86097.98629
444 | 2018-11-02,199.93,203.74,199.34,202.35,97123.22813
445 | 2018-11-03,202.31,202.69,198.59,200.31,72084.92932
446 | 2018-11-04,200.27,218.76,199.0,212.11,182534.6216
447 | 2018-11-05,212.13,213.39,207.62,210.66,141432.1406
448 | 2018-11-06,210.64,221.25,209.11,220.74,197797.49527
449 | 2018-11-07,220.77,224.8,217.01,219.07,204931.0342
450 | 2018-11-08,219.06,220.78,212.49,212.79,189828.4945
451 | 2018-11-09,212.79,215.51,209.1,210.77,152215.94686
452 | 2018-11-10,210.78,215.55,209.02,213.25,131384.47893
453 | 2018-11-11,213.27,213.99,209.0,212.54,136268.81156
454 | 2018-11-12,212.6,214.22,210.9,212.89,99963.97203
455 | 2018-11-13,212.91,213.8,209.2,209.84,114466.36708
456 | 2018-11-14,209.84,210.3,176.16,187.43,434676.16832
457 | 2018-11-15,187.43,190.0,170.99,184.35,452416.10784
458 | 2018-11-16,184.35,185.0,173.0,176.89,241710.34763
459 | 2018-11-17,176.93,177.91,173.94,176.2,144804.70986
460 | 2018-11-18,176.2,182.94,176.1,178.97,141736.32263
461 | 2018-11-19,179.04,179.33,146.47,150.81,596789.83916
462 | 2018-11-20,150.76,154.7,126.95,133.82,996552.28721
463 | 2018-11-21,133.68,142.01,127.15,138.23,718957.78552
464 | 2018-11-22,138.36,140.4,125.64,126.63,334674.07185
465 | 2018-11-23,126.58,128.9,118.56,125.02,504352.24386
466 | 2018-11-24,125.0,130.81,112.32,114.89,471321.56764
467 | 2018-11-25,114.83,122.35,102.95,118.67,836233.31252
468 | 2018-11-26,118.65,121.5,106.41,110.68,679477.36231
469 | 2018-11-27,110.66,114.31,102.36,111.43,524024.40616
470 | 2018-11-28,111.38,126.8,111.37,122.9,578552.74124
471 | 2018-11-29,122.88,124.0,114.78,117.98,478777.39614
472 | 2018-11-30,117.99,120.26,111.09,113.73,418593.63529
473 | 2018-12-01,113.71,120.8,111.35,118.1,330159.06742
474 | 2018-12-02,118.09,120.73,116.0,116.57,273657.6215
475 | 2018-12-03,116.63,116.96,106.7,108.76,324446.03324
476 | 2018-12-04,108.76,113.2,106.0,109.94,275321.0063
477 | 2018-12-05,109.92,110.58,102.38,102.71,354071.53241
478 | 2018-12-06,102.73,104.68,90.2,91.0,586138.59043
479 | 2018-12-07,91.18,96.9,82.07,93.05,1030073.58467
480 | 2018-12-08,93.06,98.0,84.55,90.38,698217.12529
481 | 2018-12-09,90.39,98.7,88.63,93.26,520519.36023
482 | 2018-12-10,93.26,95.21,88.11,89.91,408573.02929
483 | 2018-12-11,89.88,91.65,85.83,87.76,339991.84246
484 | 2018-12-12,87.77,91.31,86.63,89.41,285436.04029
485 | 2018-12-13,89.39,90.71,84.71,86.34,331218.30083
486 | 2018-12-14,86.35,87.25,82.2,83.82,318003.73427
487 | 2018-12-15,83.82,85.0,81.79,83.76,217360.65775
488 | 2018-12-16,83.75,87.64,83.73,84.67,241366.76305
489 | 2018-12-17,84.68,97.0,84.4,94.02,472252.23388
490 | 2018-12-18,94.03,101.3,91.34,100.39,529946.79175
491 | 2018-12-19,100.39,107.55,97.75,98.74,827748.59096
492 | 2018-12-20,98.73,116.0,97.88,114.05,859612.57205
493 | 2018-12-21,113.71,118.0,104.76,107.69,666048.71786
494 | 2018-12-22,107.67,115.5,105.38,115.2,405672.83117
495 | 2018-12-23,115.18,131.94,114.91,129.03,936094.1049
496 | 2018-12-24,129.03,157.67,128.8,138.03,1319609.8165
497 | 2018-12-25,138.01,139.26,119.68,127.6,1076164.12809
498 | 2018-12-26,127.61,135.32,122.51,129.35,794834.05601
499 | 2018-12-27,129.35,131.09,111.22,113.8,752177.90111
500 | 2018-12-28,113.75,136.66,111.87,135.3,894454.19051
501 | 2018-12-29,135.3,145.42,128.5,132.89,1006654.49844
502 | 2018-12-30,133.0,139.0,127.03,137.77,704259.41614
503 | 2018-12-31,137.81,138.66,128.7,131.45,484604.83962
504 | 2019-01-01,131.45,140.67,130.0,139.1,401776.88797
505 | 2019-01-02,139.1,155.37,137.76,152.01,941486.31524
506 | 2019-01-03,152.01,153.64,143.11,146.3,708091.31714
507 | 2019-01-04,146.3,154.8,143.54,151.97,805248.93821
508 | 2019-01-05,152.08,159.26,151.2,152.83,773169.13736
509 | 2019-01-06,152.83,157.4,147.51,153.86,627908.47366
510 | 2019-01-07,153.89,155.48,147.86,149.34,424765.30258
511 | 2019-01-08,149.29,151.65,145.2,147.6,441661.06778
512 | 2019-01-09,147.62,151.5,146.77,148.1,299443.563
513 | 2019-01-10,148.11,149.45,121.0,124.95,871751.75038
514 | 2019-01-11,124.96,127.36,120.08,124.65,545293.98369
515 | 2019-01-12,124.67,126.19,122.0,123.35,300262.13404
516 | 2019-01-13,123.35,124.25,111.87,114.16,422561.96777
517 | 2019-01-14,114.17,130.05,113.94,126.95,546420.40854
518 | 2019-01-15,126.95,129.4,116.0,118.95,649020.5297
519 | 2019-01-16,118.93,126.88,118.52,121.48,513486.65472
520 | 2019-01-17,121.49,122.99,116.8,121.54,447535.22716
521 | 2019-01-18,121.56,121.98,117.66,119.17,235646.684
522 | 2019-01-19,119.16,125.29,119.14,122.6,323303.79296
523 | 2019-01-20,122.61,123.32,115.68,117.47,451792.85352
524 | 2019-01-21,117.56,118.5,113.61,115.63,303632.93463
525 | 2019-01-22,115.62,119.49,111.39,117.81,359542.63873
526 | 2019-01-23,117.8,118.95,114.8,116.44,230247.61578
527 | 2019-01-24,116.4,117.15,113.61,116.39,216242.29829
528 | 2019-01-25,116.4,117.5,114.3,115.11,198617.08108
529 | 2019-01-26,115.13,118.0,115.0,115.34,146216.82819
530 | 2019-01-27,115.32,116.15,111.04,112.05,247369.60555
531 | 2019-01-28,112.04,112.87,100.91,105.5,566205.78288
532 | 2019-01-29,105.49,106.61,102.22,104.45,319768.91348
533 | 2019-01-30,104.41,109.8,103.45,108.29,330968.19265
534 | 2019-01-31,108.29,110.61,105.46,106.44,290679.61935
535 | 2019-02-01,106.47,108.35,103.77,106.73,243149.88435
536 | 2019-02-02,106.71,111.15,106.07,110.42,186908.7573
537 | 2019-02-03,110.41,111.11,105.82,107.36,227211.54064
538 | 2019-02-04,107.33,109.3,106.57,107.68,160850.10293
539 | 2019-02-05,107.65,108.18,106.47,107.27,159730.1886
540 | 2019-02-06,107.28,107.83,101.21,104.5,337204.30254
541 | 2019-02-07,104.49,106.18,103.82,104.48,147942.07683
542 | 2019-02-08,104.48,123.0,103.41,119.25,589950.64925
543 | 2019-02-09,119.32,121.99,117.64,119.19,328067.9574
544 | 2019-02-10,119.19,126.49,115.81,125.12,385819.09619
545 | 2019-02-11,125.12,125.28,119.24,120.89,389405.30404
546 | 2019-02-12,120.88,123.89,118.18,122.41,343765.66987
547 | 2019-02-13,122.4,126.47,120.7,121.86,317827.31956
548 | 2019-02-14,121.86,124.5,120.1,120.42,297205.78738
549 | 2019-02-15,120.47,124.25,120.19,121.67,255296.0814
550 | 2019-02-16,121.66,124.99,121.54,122.67,215320.70134
551 | 2019-02-17,122.67,135.61,122.43,133.75,614788.60078
552 | 2019-02-18,133.77,148.3,132.42,145.69,1079830.1502
553 | 2019-02-19,145.69,150.0,142.36,143.44,747968.90445
554 | 2019-02-20,143.45,149.52,139.6,148.44,614303.61007
555 | 2019-02-21,148.42,149.61,142.7,145.69,447364.40873
556 | 2019-02-22,145.68,148.85,143.85,147.36,366251.18542
557 | 2019-02-23,147.4,159.6,145.78,157.79,588183.72896
558 | 2019-02-24,157.75,166.0,131.7,132.1,1260506.80672
559 | 2019-02-25,132.1,141.55,131.89,137.87,801147.09543
560 | 2019-02-26,137.88,138.41,133.72,136.22,432944.17033
561 | 2019-02-27,136.22,140.29,126.84,135.02,567202.61035
562 | 2019-02-28,135.03,139.0,132.1,135.34,579327.31749
563 | 2019-03-01,135.32,137.95,134.9,135.32,302632.02831
564 | 2019-03-02,135.32,136.12,130.03,132.56,297005.28093
565 | 2019-03-03,132.54,134.6,128.01,130.6,222453.2859
566 | 2019-03-04,130.6,131.11,122.6,125.65,403947.79445
567 | 2019-03-05,125.68,137.84,125.19,136.72,512631.23178
568 | 2019-03-06,136.71,140.29,133.33,137.4,428826.87415
569 | 2019-03-07,137.37,140.2,135.2,136.81,307336.4931
570 | 2019-03-08,136.82,139.34,130.62,133.52,330283.58233
571 | 2019-03-09,133.51,138.65,132.93,137.27,279861.12049
572 | 2019-03-10,137.27,137.5,134.0,135.37,203965.16815
573 | 2019-03-11,135.37,136.15,131.0,132.67,264587.00683
574 | 2019-03-12,132.67,135.3,130.77,133.57,194905.96843
575 | 2019-03-13,133.62,133.65,130.58,131.65,209456.09848
576 | 2019-03-14,131.69,135.11,128.52,132.2,258413.81868
577 | 2019-03-15,132.24,137.62,132.18,136.56,295832.26562
578 | 2019-03-16,136.6,144.47,136.51,140.92,474664.10197
579 | 2019-03-17,140.94,141.07,137.2,138.67,252697.08148
580 | 2019-03-18,138.67,142.01,136.1,137.59,281718.96195
581 | 2019-03-19,137.62,139.38,136.97,138.55,218577.45208
582 | 2019-03-20,138.56,139.66,136.01,139.01,222883.51754
583 | 2019-03-21,139.04,139.55,131.21,134.85,312531.39368
584 | 2019-03-22,134.85,137.2,134.29,135.98,186119.74745
585 | 2019-03-23,135.92,138.21,135.6,137.28,174710.43059
586 | 2019-03-24,137.28,137.37,134.75,136.09,198490.45124
587 | 2019-03-25,136.12,136.83,131.6,133.98,230880.285
588 | 2019-03-26,133.97,134.74,132.27,134.18,183139.11426
589 | 2019-03-27,134.14,140.14,133.84,139.45,317167.45325
590 | 2019-03-28,139.46,139.57,137.3,137.86,163185.6991
591 | 2019-03-29,137.85,143.6,137.62,143.25,235853.0454
592 | 2019-03-30,143.25,145.89,140.06,142.46,254798.70067
593 | 2019-03-31,142.44,142.5,140.42,141.38,142469.21171
594 | 2019-04-01,141.41,143.08,139.57,141.24,234310.19161
595 | 2019-04-02,141.24,165.6,141.0,163.31,906868.8586
596 | 2019-04-03,163.26,177.81,149.23,159.96,1345344.53845
597 | 2019-04-04,159.96,164.0,152.8,157.36,686080.95248
598 | 2019-04-05,157.33,167.83,155.94,164.77,516070.34553
599 | 2019-04-06,164.84,172.77,159.2,165.5,528168.33297
600 | 2019-04-07,165.56,175.43,164.06,174.21,465507.52497
601 | 2019-04-08,174.29,185.87,170.9,178.72,873410.07285
602 | 2019-04-09,178.71,179.17,171.05,174.6,431986.36108
603 | 2019-04-10,174.58,183.77,168.0,177.12,523943.20498
604 | 2019-04-11,177.12,177.48,158.27,164.07,661305.30321
605 | 2019-04-12,164.06,166.5,158.11,163.19,316337.87823
606 | 2019-04-13,163.2,165.37,160.74,162.99,179237.74574
607 | 2019-04-14,162.99,168.11,161.2,167.23,186977.66211
608 | 2019-04-15,167.21,168.81,155.7,159.95,351548.9079
609 | 2019-04-16,159.91,166.73,159.41,165.37,240370.50441
610 | 2019-04-17,165.41,167.28,163.78,165.75,227841.54981
611 | 2019-04-18,165.75,175.2,165.04,173.33,396118.94407
612 | 2019-04-19,173.34,173.55,168.59,172.64,320541.72166
613 | 2019-04-20,172.66,176.97,169.87,172.88,253596.48407
614 | 2019-04-21,172.89,173.48,164.82,168.59,283450.43943
615 | 2019-04-22,168.59,172.3,167.0,170.52,269868.39876
616 | 2019-04-23,170.52,175.83,167.78,169.16,363523.34531
617 | 2019-04-24,169.15,169.87,159.26,164.78,426497.04153
618 | 2019-04-25,164.78,165.49,150.35,154.72,422657.03239
619 | 2019-04-26,154.7,162.56,151.4,157.95,500355.86283
620 | 2019-04-27,157.93,166.24,156.35,159.31,215918.63842
621 | 2019-04-28,159.32,160.24,156.92,157.85,152976.30181
622 | 2019-04-29,157.86,159.05,152.0,155.11,243591.94898
623 | 2019-04-30,155.14,162.89,155.11,161.83,305056.24653
624 | 2019-05-01,161.85,163.88,158.36,160.19,192517.62763
625 | 2019-05-02,160.2,163.48,158.5,161.81,289519.02025
626 | 2019-05-03,161.82,170.86,160.99,168.06,416357.52123
627 | 2019-05-04,168.1,171.3,159.76,163.7,312928.58349
628 | 2019-05-05,163.71,165.36,159.18,163.05,176029.10445
629 | 2019-05-06,163.05,178.05,157.55,173.0,506528.14278
630 | 2019-05-07,172.98,182.76,167.89,169.18,732496.87861
631 | 2019-05-08,169.07,173.17,164.8,170.85,296410.76103
632 | 2019-05-09,170.88,173.88,166.57,170.9,284663.99456
633 | 2019-05-10,170.96,176.7,168.46,172.91,425543.74021
634 | 2019-05-11,172.92,205.23,172.92,190.2,885292.38389
635 | 2019-05-12,190.2,204.32,181.0,188.11,823372.28148
636 | 2019-05-13,188.07,206.87,185.32,195.84,669265.46524
637 | 2019-05-14,195.83,219.81,194.19,216.4,864211.00603
638 | 2019-05-15,216.4,250.27,216.21,248.1,574697.29927
639 | 2019-05-16,248.06,279.76,241.76,264.25,1733360.8936
640 | 2019-05-17,264.35,268.74,223.43,244.3,1529892.56898
641 | 2019-05-18,244.31,248.0,230.62,233.6,673218.09982
642 | 2019-05-19,233.57,264.0,231.77,259.51,823859.06342
643 | 2019-05-20,259.37,259.49,238.0,250.37,666889.82241
644 | 2019-05-21,250.48,262.0,246.06,253.43,580249.69753
645 | 2019-05-22,253.35,260.18,239.63,243.64,592848.95605
646 | 2019-05-23,243.68,247.34,231.1,244.56,600193.89368
647 | 2019-05-24,244.63,254.35,241.54,248.87,447066.92596
648 | 2019-05-25,248.84,257.33,247.22,250.22,332544.38731
649 | 2019-05-26,250.17,269.4,245.11,264.45,450090.22324
650 | 2019-05-27,264.35,279.59,260.0,270.53,635463.50204
651 | 2019-05-28,270.7,275.95,264.45,271.03,409443.69364
652 | 2019-05-29,271.08,274.04,260.05,268.83,383412.45769
653 | 2019-05-30,268.92,288.62,240.14,254.56,1066279.49387
654 | 2019-05-31,254.59,268.72,245.21,267.9,602153.87244
655 | 2019-06-01,267.9,275.5,260.68,264.33,455676.98613
656 | 2019-06-02,264.33,273.2,263.2,268.88,301536.15062
657 | 2019-06-03,268.87,270.0,248.0,249.91,397360.65275
658 | 2019-06-04,250.02,251.67,234.39,241.39,633822.71246
659 | 2019-06-05,241.46,250.41,237.37,245.63,335953.37927
660 | 2019-06-06,245.62,250.66,235.01,248.76,297579.14734
661 | 2019-06-07,248.77,253.28,243.46,248.77,353378.6568
662 | 2019-06-08,248.78,250.53,240.37,243.25,188448.27748
663 | 2019-06-09,243.33,244.53,226.56,230.98,316931.85638
664 | 2019-06-10,231.02,247.45,227.03,246.51,314662.52637
665 | 2019-06-11,246.61,247.8,236.49,244.29,237508.42798
666 | 2019-06-12,244.36,261.87,242.2,261.15,336499.3016
667 | 2019-06-13,261.13,262.98,253.69,254.67,291757.21635
668 | 2019-06-14,254.67,264.26,251.75,262.47,327383.28236
669 | 2019-06-15,262.48,272.27,260.61,267.82,286594.98029
670 | 2019-06-16,267.78,277.06,263.31,267.73,458176.54236
671 | 2019-06-17,267.73,276.0,266.81,273.16,339277.66707
672 | 2019-06-18,273.14,273.58,261.45,264.66,319941.55156
673 | 2019-06-19,264.68,270.0,263.59,268.14,208375.68381
674 | 2019-06-20,268.16,273.63,265.71,271.22,200717.7737
675 | 2019-06-21,271.27,295.94,271.22,294.35,519818.06907
676 | 2019-06-22,294.25,314.39,289.69,310.79,726254.67061
677 | 2019-06-23,310.7,321.7,305.58,308.52,418812.02747
678 | 2019-06-24,308.42,314.41,298.0,311.64,352791.26964
679 | 2019-06-25,311.65,318.99,307.0,318.26,345559.65047
680 | 2019-06-26,318.29,366.8,315.57,339.39,1008551.28721
681 | 2019-06-27,339.53,347.0,280.01,298.35,1016826.449
682 | 2019-06-28,298.35,313.58,295.22,311.05,529174.47722
683 | 2019-06-29,310.95,324.74,295.18,317.62,425555.16264
684 | 2019-06-30,317.64,323.5,290.12,292.7,489028.56835
685 | 2019-07-01,292.89,303.49,280.13,295.07,489769.27421
686 | 2019-07-02,295.03,297.57,272.65,291.48,493772.96579
687 | 2019-07-03,291.47,302.89,285.0,301.14,370521.96637
688 | 2019-07-04,301.11,302.74,280.53,282.73,270791.36878
689 | 2019-07-05,282.86,294.89,280.78,287.47,261139.28341
690 | 2019-07-06,287.32,296.71,285.28,288.29,196064.64705
691 | 2019-07-07,288.29,309.69,284.25,304.72,246111.36595
692 | 2019-07-08,304.72,313.74,300.78,311.97,289607.34177
693 | 2019-07-09,311.96,318.19,302.69,307.46,309447.34927
694 | 2019-07-10,307.46,314.18,281.04,289.23,457080.94063
695 | 2019-07-11,289.23,289.23,262.12,268.63,501592.75211
696 | 2019-07-12,268.67,278.99,266.21,274.62,266734.54213
697 | 2019-07-13,274.53,275.04,262.2,268.79,205959.26849
698 | 2019-07-14,268.8,269.74,222.81,225.85,540052.58421
699 | 2019-07-15,225.83,235.58,203.08,228.2,715991.20688
700 | 2019-07-16,228.2,234.5,192.25,198.88,715604.83198
701 | 2019-07-17,198.94,219.86,191.84,210.81,694854.10132
702 | 2019-07-18,210.8,229.65,205.71,225.73,609081.49094
703 | 2019-07-19,225.75,226.23,212.52,220.73,371622.21865
704 | 2019-07-20,220.84,235.09,219.78,228.2,325393.97225
705 | 2019-07-21,228.25,229.66,216.99,225.38,270046.1519
706 | 2019-07-22,225.49,228.34,212.25,217.51,271310.40446
707 | 2019-07-23,217.59,219.55,208.36,212.48,317876.48242
708 | 2019-07-24,212.55,218.28,202.0,216.31,331162.6484
709 | 2019-07-25,216.31,225.12,215.23,219.14,280370.29627
710 | 2019-07-26,219.14,220.0,212.71,218.81,197781.98653
711 | 2019-07-27,218.81,223.3,203.0,207.3,301209.41113
712 | 2019-07-28,207.3,213.52,198.24,211.62,218801.16693
713 | 2019-07-29,211.58,215.83,206.59,210.89,226941.28
714 | 2019-07-30,210.84,214.36,204.4,209.58,222683.79393
715 | 2019-07-31,209.57,218.79,209.2,218.42,207213.55658
716 | 2019-08-01,218.42,219.39,210.54,216.84,186806.18844
717 | 2019-08-02,216.8,222.18,214.31,217.61,206867.03039
718 | 2019-08-03,217.69,224.51,216.62,222.14,181591.95296
719 | 2019-08-04,222.14,223.34,216.9,221.79,135622.0258
720 | 2019-08-05,221.79,236.25,221.79,233.54,307956.27211
721 | 2019-08-06,233.53,239.15,223.03,226.28,341279.08159
722 | 2019-08-07,226.31,231.25,220.95,226.1,279104.7037
723 | 2019-08-08,226.11,228.5,215.51,221.39,236886.35423
724 | 2019-08-09,221.38,221.79,207.3,210.53,232062.12757
725 | 2019-08-10,210.52,215.0,202.6,206.48,252614.02389
726 | 2019-08-11,206.48,216.94,206.14,216.42,188474.09048
727 | 2019-08-12,216.41,216.81,209.75,211.41,122760.94619
728 | 2019-08-13,211.58,214.3,204.0,209.3,166922.48201
729 | 2019-08-14,209.31,209.9,183.49,187.1,325228.98931
730 | 2019-08-15,187.08,189.95,181.23,188.03,237953.09426
731 | 2019-08-16,187.98,188.39,178.04,184.88,282177.01584
732 | 2019-08-17,184.83,187.0,181.83,185.59,138799.61508
733 | 2019-08-18,185.67,197.91,183.35,194.33,175363.5062
734 | 2019-08-19,194.32,203.59,192.7,202.28,239541.5978
735 | 2019-08-20,202.24,202.75,194.45,196.6,189297.75494
736 | 2019-08-21,196.55,197.2,179.53,187.45,284973.64194
737 | 2019-08-22,187.45,195.14,182.8,190.35,245575.98772
738 | 2019-08-23,190.36,196.19,188.16,194.02,192548.51552
739 | 2019-08-24,194.02,194.09,185.63,190.6,167806.34294
740 | 2019-08-25,190.6,192.4,182.8,186.54,169862.91522
741 | 2019-08-26,186.54,193.7,186.0,188.67,254397.79472
742 | 2019-08-27,188.61,189.49,184.75,187.24,157898.563
743 | 2019-08-28,187.3,188.25,166.48,173.03,334480.61761
744 | 2019-08-29,173.03,173.5,163.61,169.01,295241.216
745 | 2019-08-30,169.03,170.77,165.55,168.5,238616.68868
746 | 2019-08-31,168.48,174.98,165.63,171.57,194999.19583
747 | 2019-09-01,171.52,173.42,167.61,170.74,191140.52368
748 | 2019-09-02,170.73,181.0,170.02,178.05,294627.31247
749 | 2019-09-03,178.0,183.0,174.09,178.75,327857.85447
750 | 2019-09-04,178.79,180.14,173.0,174.72,286226.25171
751 | 2019-09-05,174.7,176.19,168.1,173.75,232753.83596
752 | 2019-09-06,173.74,177.87,165.0,169.08,315822.37984
753 | 2019-09-07,169.11,180.8,168.3,177.62,253831.23169
754 | 2019-09-08,177.58,184.18,176.13,181.19,290083.47501
755 | 2019-09-09,181.18,185.38,176.01,180.54,273729.94868
756 | 2019-09-10,180.52,184.36,177.0,179.81,238387.50999
757 | 2019-09-11,179.87,182.8,173.0,178.28,278555.46708
758 | 2019-09-12,178.3,182.38,176.62,180.72,203543.13663
759 | 2019-09-13,180.71,181.38,177.54,180.95,264422.54059
760 | 2019-09-14,180.96,188.79,179.75,188.13,279371.83423
761 | 2019-09-15,188.14,190.45,185.76,189.03,288928.60827
762 | 2019-09-16,189.05,199.44,188.3,197.22,551006.81686
763 | 2019-09-17,197.23,215.13,195.74,207.84,715863.2262
764 | 2019-09-18,207.85,217.27,207.66,210.21,539028.51013
765 | 2019-09-19,210.27,223.94,202.3,220.24,844358.82155
766 | 2019-09-20,220.26,221.54,212.05,218.03,437804.12669
767 | 2019-09-21,218.01,221.5,213.2,215.05,417891.5242
768 | 2019-09-22,215.04,215.61,206.1,211.2,445388.94787
769 | 2019-09-23,211.2,211.68,198.65,201.29,392437.07084
770 | 2019-09-24,201.25,202.98,150.03,165.81,1478218.82714
771 | 2019-09-25,165.72,174.85,161.88,169.96,879001.46213
772 | 2019-09-26,169.96,171.01,152.11,165.92,779942.17148
773 | 2019-09-27,165.92,176.72,161.03,173.79,634932.96707
774 | 2019-09-28,173.83,175.49,168.0,173.49,521775.46593
775 | 2019-09-29,173.5,174.5,164.12,169.24,410855.12176
776 | 2019-09-30,169.26,181.24,165.01,180.85,580295.3997
777 | 2019-10-01,180.89,185.53,173.19,175.66,609819.60828
778 | 2019-10-02,175.65,181.29,173.65,180.24,348268.1162
779 | 2019-10-03,180.24,180.72,169.55,174.69,354756.78478
780 | 2019-10-04,174.71,178.98,170.74,175.55,333897.63876
781 | 2019-10-05,175.55,176.71,172.02,176.25,278488.61771
782 | 2019-10-06,176.23,177.04,167.68,170.1,314932.39629
783 | 2019-10-07,170.08,182.32,168.68,179.85,496523.48038
784 | 2019-10-08,179.88,184.87,177.0,180.6,400832.37828
785 | 2019-10-09,180.61,195.53,178.96,192.62,562506.82189
786 | 2019-10-10,192.61,194.2,186.88,191.14,436588.58452
787 | 2019-10-11,191.18,196.65,179.41,180.72,621693.63125
788 | 2019-10-12,180.65,184.64,177.59,179.68,290415.22038
789 | 2019-10-13,179.65,184.95,178.52,180.99,247589.23231
790 | 2019-10-14,180.98,187.54,180.43,186.72,279732.84612
791 | 2019-10-15,186.7,188.37,175.96,180.49,405466.38109
792 | 2019-10-16,180.52,181.44,171.81,174.47,347764.93459
793 | 2019-10-17,174.52,178.96,172.61,177.16,298795.8198
794 | 2019-10-18,177.17,177.44,168.66,172.74,319602.48508
795 | 2019-10-19,172.78,174.98,169.44,171.79,296918.73026
796 | 2019-10-20,171.84,176.88,169.21,175.22,299141.07152
797 | 2019-10-21,175.18,177.9,171.59,173.98,270608.51385
798 | 2019-10-22,174.0,175.04,170.3,171.2,255429.41624
799 | 2019-10-23,171.19,171.49,153.45,162.35,746955.09806
800 | 2019-10-24,162.35,163.72,158.72,160.38,387310.83766
801 | 2019-10-25,160.39,187.78,160.25,181.5,904832.86059
802 | 2019-10-26,181.53,197.74,173.8,179.49,1211737.43684
803 | 2019-10-27,179.42,188.7,176.22,183.75,724423.40525
804 | 2019-10-28,183.84,189.48,180.35,181.72,582179.44545
805 | 2019-10-29,181.67,192.74,181.26,190.46,529964.5054
806 | 2019-10-30,190.45,191.71,179.28,183.13,537770.43056
807 | 2019-10-31,183.14,185.27,177.66,182.18,410969.86104
808 | 2019-11-01,182.19,184.5,177.02,182.85,331519.76963
809 | 2019-11-02,182.86,186.0,181.53,182.91,179864.39739
810 | 2019-11-03,182.9,184.7,178.95,181.54,232621.52147
811 | 2019-11-04,181.53,188.64,180.36,185.71,321175.29134
812 | 2019-11-05,185.71,192.51,182.22,188.68,389668.6472
813 | 2019-11-06,188.65,195.09,187.72,191.16,343219.9224
814 | 2019-11-07,191.16,192.27,184.59,186.68,309882.08206
815 | 2019-11-08,186.67,188.26,181.41,183.74,365029.75027
816 | 2019-11-09,183.71,185.79,182.63,184.89,192073.38044
817 | 2019-11-10,184.86,191.58,183.3,188.96,274940.53448
818 | 2019-11-11,188.96,190.19,184.06,184.98,255579.93429
819 | 2019-11-12,184.98,187.65,182.41,187.09,256782.63119
820 | 2019-11-13,187.09,189.66,185.3,188.11,197273.84001
821 | 2019-11-14,188.07,188.72,183.34,184.92,245505.29971
822 | 2019-11-15,184.93,186.7,177.67,180.0,407466.78964
823 | 2019-11-16,179.99,183.46,179.3,182.37,172801.52576
824 | 2019-11-17,182.37,186.09,180.0,183.82,198892.4372
825 | 2019-11-18,183.82,184.06,175.01,178.2,293551.23632
826 | 2019-11-19,178.2,178.52,172.65,175.94,275886.6411
827 | 2019-11-20,175.93,177.41,173.5,174.72,216315.93309
828 | 2019-11-21,174.75,175.85,157.26,161.01,473895.92992
829 | 2019-11-22,161.02,162.79,138.0,149.56,977977.23794
830 | 2019-11-23,149.55,154.33,146.11,151.84,369721.0996
831 | 2019-11-24,151.84,152.86,138.62,139.96,352319.21558
832 | 2019-11-25,139.99,151.5,131.45,145.69,749675.41303
833 | 2019-11-26,145.81,149.97,143.37,147.47,354023.04298
834 | 2019-11-27,147.47,155.54,140.84,152.62,564796.4284
835 | 2019-11-28,152.61,154.63,149.09,150.72,317714.56326
836 | 2019-11-29,150.69,157.6,150.23,154.57,328712.25558
837 | 2019-11-30,154.54,155.25,149.7,151.37,226863.41299
838 | 2019-12-01,151.43,152.49,145.79,150.73,344178.14088
839 | 2019-12-02,150.72,151.42,146.71,148.65,233839.0973
840 | 2019-12-03,148.66,149.93,145.77,147.17,196329.22503
841 | 2019-12-04,147.19,151.98,143.15,145.38,434430.62379
842 | 2019-12-05,145.45,149.02,143.64,148.1,299073.53972
843 | 2019-12-06,148.11,149.77,145.74,148.45,220674.68581
844 | 2019-12-07,148.46,149.49,146.85,147.14,140471.68588
845 | 2019-12-08,147.16,151.62,146.11,150.44,205301.6026
846 | 2019-12-09,150.44,151.19,146.56,147.38,243775.99249
847 | 2019-12-10,147.4,148.57,143.81,145.56,203215.84937
848 | 2019-12-11,145.53,146.34,142.12,143.39,157843.10484
849 | 2019-12-12,143.41,145.85,139.24,144.87,261615.30437
850 | 2019-12-13,144.87,146.0,142.8,144.8,160695.18556
851 | 2019-12-14,144.8,145.07,141.18,141.79,126232.59201
852 | 2019-12-15,141.79,144.12,139.92,142.46,151189.65877
853 | 2019-12-16,142.46,142.72,127.93,132.73,471018.85942
854 | 2019-12-17,132.72,132.98,119.11,121.88,563257.36001
855 | 2019-12-18,121.88,134.87,116.26,132.78,884960.91334
856 | 2019-12-19,132.8,134.0,125.69,128.1,420674.8172
857 | 2019-12-20,128.1,129.39,125.84,128.19,213897.4673
858 | 2019-12-21,128.19,128.4,126.5,126.99,135196.11641
859 | 2019-12-22,127.0,133.07,126.82,132.09,253140.72413
860 | 2019-12-23,132.12,135.1,126.0,127.8,421600.75655
861 | 2019-12-24,127.8,129.69,126.61,127.75,200637.10098
862 | 2019-12-25,127.7,127.84,123.07,125.09,225004.4909
863 | 2019-12-26,125.09,132.26,124.32,125.58,274986.52097
864 | 2019-12-27,125.58,127.1,121.91,126.29,240012.37451
865 | 2019-12-28,126.28,129.68,125.84,128.11,196893.52277
866 | 2019-12-29,128.11,138.07,127.52,134.36,316347.26666
867 | 2019-12-30,134.36,136.24,130.3,131.59,320347.21956
868 | 2019-12-31,131.61,133.68,128.17,129.16,264933.98418
869 | 2020-01-01,129.16,133.05,128.68,130.77,144770.52197
870 | 2020-01-02,130.72,130.78,126.38,127.19,213757.05806
871 | 2020-01-03,127.19,135.14,125.88,134.35,413055.18895
872 | 2020-01-04,134.37,135.85,132.5,134.2,184276.17102
873 | 2020-01-05,134.2,138.19,134.19,135.37,254120.45343
874 | 2020-01-06,135.37,144.41,134.86,144.15,408020.27375
875 | 2020-01-07,144.14,145.31,138.76,142.8,447762.17281
876 | 2020-01-08,142.8,147.77,137.03,140.72,570465.57764
877 | 2020-01-09,140.76,141.5,135.3,137.74,366076.06569
878 | 2020-01-10,137.73,145.17,135.32,144.84,409403.59507
879 | 2020-01-11,144.83,148.05,142.09,142.38,368350.57939
880 | 2020-01-12,142.4,146.6,141.76,146.54,229541.86137
881 | 2020-01-13,146.56,147.0,142.27,143.58,207996.61865
882 | 2020-01-14,143.58,171.7,143.51,165.64,1108476.31186
883 | 2020-01-15,165.6,171.98,159.2,166.4,721687.80381
884 | 2020-01-16,166.4,167.4,157.8,164.21,456170.86719
885 | 2020-01-17,164.24,174.81,162.14,169.85,767180.67853
886 | 2020-01-18,169.92,179.5,164.92,174.14,688783.17982
887 | 2020-01-19,174.1,178.05,161.66,166.79,624681.28604
888 | 2020-01-20,166.79,169.33,161.24,166.87,358092.8841
889 | 2020-01-21,166.86,170.32,164.8,169.49,308007.6353
890 | 2020-01-22,169.48,171.47,166.03,168.07,272240.90286
891 | 2020-01-23,168.07,168.2,159.21,162.81,373414.34985
892 | 2020-01-24,162.85,164.45,155.55,162.54,430013.19902
893 | 2020-01-25,162.51,162.79,157.61,160.35,219921.65197
894 | 2020-01-26,160.36,168.08,159.41,167.86,251582.55758
895 | 2020-01-27,167.91,172.56,165.22,170.08,365894.81917
896 | 2020-01-28,170.04,176.2,170.03,175.64,473433.89609
897 | 2020-01-29,175.58,178.45,173.33,173.72,317382.90161
898 | 2020-01-30,173.68,187.0,170.93,184.69,477721.6609
899 | 2020-01-31,184.71,185.82,175.22,179.99,385596.53365
900 | 2020-02-01,179.94,184.28,179.23,183.6,259370.12902
901 | 2020-02-02,183.63,193.43,179.1,188.44,552621.13619
902 | 2020-02-03,188.48,195.19,186.62,189.69,417175.95781
903 | 2020-02-04,189.74,191.6,184.69,185.72,239765.30589
904 |
--------------------------------------------------------------------------------
/data/BTCUSDT_1day_ticks.csv:
--------------------------------------------------------------------------------
1 | Date,Open,High,Low,Close,Vol
2 | 2017-08-17,4261.48,4485.39,4200.74,4285.08,795.150377
3 | 2017-08-18,4285.08,4371.52,3938.77,4108.37,1199.888264
4 | 2017-08-19,4108.37,4184.69,3850.0,4139.98,381.309763
5 | 2017-08-20,4120.98,4211.08,4032.62,4086.29,467.083022
6 | 2017-08-21,4069.13,4119.62,3911.79,4016.0,691.74306
7 | 2017-08-22,4016.0,4104.82,3400.0,4040.0,966.684858
8 | 2017-08-23,4040.0,4265.8,4013.89,4114.01,1001.136565
9 | 2017-08-24,4147.0,4371.68,4085.01,4316.01,787.418753
10 | 2017-08-25,4316.01,4453.91,4247.48,4280.68,573.61274
11 | 2017-08-26,4280.71,4367.0,4212.41,4337.44,228.108068
12 | 2017-08-27,4332.51,4400.0,4285.54,4310.01,350.692585
13 | 2017-08-28,4310.01,4399.82,4124.54,4386.69,603.841616
14 | 2017-08-29,4353.65,4625.85,4313.55,4587.48,603.545028
15 | 2017-08-30,4564.52,4647.51,4416.01,4555.14,808.468771
16 | 2017-08-31,4555.14,4745.42,4555.14,4724.89,556.956802
17 | 2017-09-01,4689.89,4885.55,4654.88,4834.91,560.666366
18 | 2017-09-02,4796.16,4939.19,4286.87,4472.14,929.148595
19 | 2017-09-03,4508.5,4714.76,4298.33,4509.08,691.216198
20 | 2017-09-04,4505.0,4527.49,3972.51,4100.11,1394.644614
21 | 2017-09-05,4106.97,4484.99,3603.0,4366.47,1228.938157
22 | 2017-09-06,4366.49,4662.87,4335.26,4619.77,807.363726
23 | 2017-09-07,4619.77,4788.59,4438.19,4691.61,500.429975
24 | 2017-09-08,4691.66,4735.39,4028.93,4282.8,1132.255046
25 | 2017-09-09,4282.8,4426.62,4150.06,4258.81,658.782952
26 | 2017-09-10,4258.81,4283.0,3801.0,4130.37,660.373275
27 | 2017-09-11,4153.62,4334.43,4098.91,4208.47,699.989065
28 | 2017-09-12,4208.6,4394.59,4040.8,4163.72,879.630319
29 | 2017-09-13,4159.72,4165.38,3760.0,3944.69,913.462545
30 | 2017-09-14,3944.0,3993.0,3165.13,3189.02,1665.021543
31 | 2017-09-15,3188.01,3856.0,2817.0,3700.0,1968.866492
32 | 2017-09-16,3674.01,3950.0,3470.66,3714.95,1297.563953
33 | 2017-09-17,3685.23,3748.21,3499.02,3699.99,682.17121
34 | 2017-09-18,3690.0,4123.2,3690.0,4035.01,1030.006455
35 | 2017-09-19,4060.0,4089.97,3830.91,3910.04,902.332129
36 | 2017-09-20,3910.04,4046.08,3820.0,3900.0,720.935076
37 | 2017-09-21,3889.99,3910.0,3567.0,3609.99,1001.654084
38 | 2017-09-22,3592.84,3750.0,3505.55,3595.87,838.966425
39 | 2017-09-23,3595.88,3817.19,3542.91,3780.0,752.792791
40 | 2017-09-24,3779.54,3789.99,3622.76,3660.02,661.63639
41 | 2017-09-25,3660.02,3979.87,3653.69,3920.75,727.994713
42 | 2017-09-26,3928.0,3976.99,3850.05,3882.35,526.727987
43 | 2017-09-27,3882.36,4249.94,3872.81,4193.0,628.170966
44 | 2017-09-28,4192.11,4300.0,4101.0,4174.5,849.785325
45 | 2017-09-29,4178.98,4263.86,3952.01,4174.69,1602.309565
46 | 2017-09-30,4175.0,4380.0,4138.1,4378.51,720.353183
47 | 2017-10-01,4378.49,4406.52,4240.04,4378.48,726.963685
48 | 2017-10-02,4400.0,4561.63,4360.0,4380.0,655.756974
49 | 2017-10-03,4380.0,4467.33,4180.8,4310.0,1082.323563
50 | 2017-10-04,4314.9,4373.0,4142.0,4208.59,868.465101
51 | 2017-10-05,4208.59,4355.0,4110.0,4292.43,779.138638
52 | 2017-10-06,4318.99,4417.0,4292.0,4369.0,506.529176
53 | 2017-10-07,4369.0,4479.5,4312.56,4423.0,297.5975
54 | 2017-10-08,4425.0,4658.0,4425.0,4640.0,518.462004
55 | 2017-10-09,4640.0,4889.98,4550.0,4786.95,646.463145
56 | 2017-10-10,4786.95,4960.0,4680.59,4783.06,1043.221773
57 | 2017-10-11,4783.06,4881.61,4710.0,4821.43,753.429396
58 | 2017-10-12,4821.43,5439.99,4810.16,5430.0,1276.701482
59 | 2017-10-13,5439.99,5846.17,5379.84,5649.98,1879.82762
60 | 2017-10-14,5650.0,5900.0,5580.01,5869.99,970.759046
61 | 2017-10-15,5855.03,5922.3,5400.01,5709.99,1343.523375
62 | 2017-10-16,5710.0,5788.91,5585.19,5760.02,1528.996462
63 | 2017-10-17,5760.0,5774.98,5508.63,5595.0,1429.869376
64 | 2017-10-18,5595.0,5596.0,5037.95,5512.06,2317.804373
65 | 2017-10-19,5513.0,5710.0,5490.26,5683.9,1881.722107
66 | 2017-10-20,5683.31,6110.0,5600.0,6010.01,1972.97722
67 | 2017-10-21,6013.72,6171.0,5850.03,6024.97,1664.307693
68 | 2017-10-22,6003.27,6060.0,5720.03,5950.02,1362.092216
69 | 2017-10-23,5975.0,6080.0,5621.03,5915.93,1812.557715
70 | 2017-10-24,5909.47,5925.0,5450.0,5477.03,2580.418767
71 | 2017-10-25,5506.92,5704.96,5286.98,5689.99,2282.813205
72 | 2017-10-26,5670.1,5939.99,5650.0,5861.77,1972.965882
73 | 2017-10-27,5861.77,5980.0,5649.24,5768.83,1403.706416
74 | 2017-10-28,5768.79,5850.02,5630.03,5719.64,1276.754412
75 | 2017-10-29,5709.98,6189.88,5648.01,6169.98,1804.778173
76 | 2017-10-30,6133.01,6248.68,6030.0,6120.5,1473.687043
77 | 2017-10-31,6120.52,6498.01,6100.0,6463.0,1511.774925
78 | 2017-11-01,6463.0,6774.67,6338.02,6753.98,1675.615188
79 | 2017-11-02,6753.98,7300.0,6685.1,7019.98,2503.610803
80 | 2017-11-03,7010.31,7346.34,6923.0,7115.04,1891.497592
81 | 2017-11-04,7115.02,7480.99,6901.0,7357.09,1399.191767
82 | 2017-11-05,7357.27,7590.25,7279.02,7345.01,1207.83233
83 | 2017-11-06,7345.1,7401.0,6906.0,6960.12,1763.019261
84 | 2017-11-07,6981.72,7198.49,6901.0,7064.04,1440.259494
85 | 2017-11-08,7070.0,7770.02,6651.0,7303.0,2822.298802
86 | 2017-11-09,7303.01,7392.0,7015.0,7079.99,1913.398308
87 | 2017-11-10,7079.0,7279.91,6255.01,6506.98,3254.704105
88 | 2017-11-11,6503.0,6797.98,6100.0,6245.05,2754.156861
89 | 2017-11-12,6245.05,6630.0,5325.01,5811.03,4968.483069
90 | 2017-11-13,5839.94,6697.47,5699.99,6465.99,2621.243039
91 | 2017-11-14,6465.99,6684.98,6311.07,6574.99,1254.292531
92 | 2017-11-15,6575.99,7298.0,6575.99,7240.06,1779.605845
93 | 2017-11-16,7240.14,7940.0,7076.0,7864.5,2331.95675
94 | 2017-11-17,7876.98,7989.0,7451.0,7699.19,3982.395925
95 | 2017-11-18,7680.01,7819.99,7422.0,7761.94,3954.266477
96 | 2017-11-19,7761.94,8123.15,7650.33,8038.0,3867.340444
97 | 2017-11-20,8057.11,8319.99,7954.0,8212.0,3886.634348
98 | 2017-11-21,8212.49,8400.0,7801.0,8119.51,4544.474016
99 | 2017-11-22,8091.09,8322.68,8091.09,8205.92,3545.00571
100 | 2017-11-23,8233.03,8260.0,8000.0,8019.99,4093.952687
101 | 2017-11-24,8019.97,8369.0,7850.0,8138.0,4411.789112
102 | 2017-11-25,8138.99,8734.78,8090.0,8700.01,4292.623682
103 | 2017-11-26,8700.04,9350.0,8604.72,9128.02,4147.380237
104 | 2017-11-27,9128.0,9654.28,9112.04,9650.0,4521.625707
105 | 2017-11-28,9650.0,9939.0,9570.5,9896.8,4917.210985
106 | 2017-11-29,9896.79,11300.03,8520.0,9687.88,13352.538715
107 | 2017-11-30,9687.88,10900.0,8850.8,9838.96,9389.574329
108 | 2017-12-01,9837.0,10898.0,9380.0,10782.99,6134.923633
109 | 2017-12-02,10775.04,11190.0,10620.0,10890.01,4765.439757
110 | 2017-12-03,10902.69,11825.0,10500.0,11165.41,5346.636524
111 | 2017-12-04,11165.41,11600.0,10802.0,11579.0,4663.424562
112 | 2017-12-05,11571.03,11853.0,11447.68,11699.99,5550.732055
113 | 2017-12-06,11699.99,13615.23,11665.58,13550.05,6707.946319
114 | 2017-12-07,13541.01,16649.96,13050.0,16599.0,7487.065695
115 | 2017-12-08,16599.0,17204.99,14015.0,15880.0,17589.013136
116 | 2017-12-09,15880.01,16269.3,12535.0,14656.07,13918.758687
117 | 2017-12-10,14664.01,15720.12,12368.0,14899.98,16553.037173
118 | 2017-12-11,14946.26,17470.0,14901.08,16587.97,11820.401762
119 | 2017-12-12,16587.97,16976.45,15875.0,16349.99,9436.802411
120 | 2017-12-13,16349.99,16546.0,14666.56,16033.29,12416.328801
121 | 2017-12-14,16030.34,16445.0,15450.0,16334.98,11616.867151
122 | 2017-12-15,16334.98,17991.0,16298.45,17539.83,9181.273947
123 | 2017-12-16,17516.81,19539.0,17190.01,19102.66,4202.628709
124 | 2017-12-17,19120.19,19798.68,18510.0,18860.02,9177.183434
125 | 2017-12-18,18860.04,19300.0,17029.98,18856.25,10624.633071
126 | 2017-12-19,18856.25,18950.0,16300.0,17295.2,13210.74822
127 | 2017-12-20,17295.2,17720.35,14777.66,16488.98,13450.496693
128 | 2017-12-21,16480.52,17309.5,14022.0,15492.64,20324.2173
129 | 2017-12-22,15514.03,15699.34,10961.0,13326.61,36076.271175
130 | 2017-12-23,13326.61,14950.0,12978.18,13300.0,13141.538875
131 | 2017-12-24,13300.0,13819.99,11640.0,13500.0,28557.534988
132 | 2017-12-25,13500.0,14300.0,12708.0,13699.34,15748.207607
133 | 2017-12-26,13699.34,16050.0,13533.0,15689.01,15034.668104
134 | 2017-12-27,15709.98,16498.05,14200.15,15459.99,14959.864723
135 | 2017-12-28,15459.97,15539.99,13150.0,14182.11,21717.858014
136 | 2017-12-29,14199.14,14981.0,13850.0,14378.9,18072.008116
137 | 2017-12-30,14378.99,14398.85,11750.0,12440.01,19221.158039
138 | 2017-12-31,12345.1,14050.11,12149.98,13716.36,11768.989718
139 | 2018-01-01,13715.65,13818.55,12750.0,13380.0,8609.915844
140 | 2018-01-02,13382.16,15473.49,12890.02,14675.11,20078.092111
141 | 2018-01-03,14690.0,15307.56,14150.0,14919.51,15905.667639
142 | 2018-01-04,14919.51,15280.0,13918.04,15059.54,21329.649574
143 | 2018-01-05,15059.56,17176.24,14600.0,16960.39,23251.491125
144 | 2018-01-06,16960.39,17143.13,16011.21,17069.79,18571.457508
145 | 2018-01-07,17069.79,17099.96,15610.0,16150.03,12493.125558
146 | 2018-01-08,16218.85,16322.3,12812.0,14902.54,26600.609912
147 | 2018-01-09,14902.54,15500.0,14011.05,14400.0,14315.004253
148 | 2018-01-10,14401.0,14955.66,13131.31,14907.09,17411.001655
149 | 2018-01-11,14940.0,14968.68,11400.0,13238.78,33554.723751
150 | 2018-01-12,13238.76,14109.78,12500.0,13740.01,16417.162137
151 | 2018-01-13,13749.95,14580.0,13706.15,14210.0,12221.508528
152 | 2018-01-14,14210.0,14339.5,12569.2,13474.99,17017.894329
153 | 2018-01-15,13477.98,14249.99,13147.79,13539.93,14652.094705
154 | 2018-01-16,13500.0,13542.93,9035.0,10900.0,63401.169175
155 | 2018-01-17,10899.99,11680.99,9037.94,10988.79,72331.796646
156 | 2018-01-18,10972.59,11878.82,10435.33,10961.97,48464.434937
157 | 2018-01-19,10960.0,11795.0,10360.0,11474.98,34129.375421
158 | 2018-01-20,11474.98,13099.0,11412.45,12799.94,28768.857827
159 | 2018-01-21,12799.8,12799.8,10965.0,11530.0,41379.773426
160 | 2018-01-22,11530.0,11926.35,9900.24,10760.05,43752.606791
161 | 2018-01-23,10760.05,11399.0,9905.0,10799.18,37473.922552
162 | 2018-01-24,10799.14,11570.48,10500.0,11349.99,27158.587762
163 | 2018-01-25,11349.96,11794.05,10950.21,11175.27,20839.954183
164 | 2018-01-26,11184.7,11643.0,10311.15,11089.0,33056.87196
165 | 2018-01-27,11089.0,11650.0,10842.69,11491.0,18860.768345
166 | 2018-01-28,11499.98,12244.0,11408.0,11879.95,16887.339524
167 | 2018-01-29,11879.95,11975.02,11139.55,11251.0,14170.377538
168 | 2018-01-30,11250.11,11308.42,9900.0,10237.51,25554.372946
169 | 2018-01-31,10230.0,10425.85,9700.0,10285.1,18015.956805
170 | 2018-02-01,10285.1,10335.0,8750.99,9224.52,33564.764311
171 | 2018-02-02,9224.52,9250.0,8010.02,8873.03,49971.626975
172 | 2018-02-03,8873.03,9473.01,8229.0,9199.96,28725.000735
173 | 2018-02-04,9199.96,9368.0,7930.0,8184.81,32014.308449
174 | 2018-02-05,8179.99,8382.8,6625.0,6939.99,63403.182579
175 | 2018-02-06,6939.63,7878.0,6000.01,7652.14,100201.500307
176 | 2018-02-07,7655.02,8476.0,7150.01,7599.0,60778.460497
177 | 2018-02-08,7599.0,7844.0,7572.09,7784.02,1521.537318
178 | 2018-02-09,7789.9,8738.0,7789.9,8683.92,20482.910825
179 | 2018-02-10,8683.93,9065.78,8120.0,8533.98,49381.512653
180 | 2018-02-11,8533.99,8549.0,7726.53,8063.88,45025.187952
181 | 2018-02-12,8063.82,8989.0,8053.0,8903.0,41987.85049
182 | 2018-02-13,8903.0,8950.0,8351.0,8539.9,35454.972956
183 | 2018-02-14,8535.17,9489.6,8533.0,9449.99,40811.952867
184 | 2018-02-15,9449.98,10219.5,9301.5,10000.09,52427.596715
185 | 2018-02-16,10000.89,10323.37,9666.0,10159.98,38161.205974
186 | 2018-02-17,10156.07,11075.07,10050.0,11039.55,41882.108407
187 | 2018-02-18,11039.55,11274.0,10080.0,10383.43,61137.380728
188 | 2018-02-19,10375.01,11250.0,10270.33,11153.0,40831.417131
189 | 2018-02-20,11147.11,11786.01,11100.59,11200.99,48153.354288
190 | 2018-02-21,11195.07,11304.03,10200.0,10437.6,68113.818754
191 | 2018-02-22,10439.02,10933.44,9679.0,9811.04,67060.166483
192 | 2018-02-23,9815.55,10435.0,9570.19,10131.04,57202.70237
193 | 2018-02-24,10131.04,10496.97,9352.0,9694.51,40888.156299
194 | 2018-02-25,9694.51,9847.0,9274.8,9590.0,28373.517586
195 | 2018-02-26,9590.0,10444.32,9350.0,10324.0,34878.292756
196 | 2018-02-27,10321.0,10870.0,10121.0,10569.04,30705.385123
197 | 2018-02-28,10584.33,11098.0,10300.0,10326.76,30800.983782
198 | 2018-03-01,10325.64,11060.41,10240.0,10920.0,25092.55393
199 | 2018-03-02,10923.36,11200.0,10770.0,11039.0,23910.71009
200 | 2018-03-03,11038.99,11544.0,11015.01,11464.48,21287.15328
201 | 2018-03-04,11464.47,11565.0,11050.02,11515.0,17295.918653
202 | 2018-03-05,11515.0,11710.0,11415.01,11454.0,15144.231063
203 | 2018-03-06,11455.0,11455.0,10555.48,10716.48,29515.572363
204 | 2018-03-07,10716.48,10899.0,9389.31,9910.0,50647.67108
205 | 2018-03-08,9910.0,10099.0,9060.0,9271.64,41109.473226
206 | 2018-03-09,9267.07,9410.0,8329.0,9227.0,64112.291407
207 | 2018-03-10,9230.0,9490.0,8667.07,8770.22,37180.012857
208 | 2018-03-11,8770.22,9740.0,8450.0,9533.57,44325.973386
209 | 2018-03-12,9533.57,9888.88,8780.0,9131.34,42230.77793
210 | 2018-03-13,9131.34,9474.0,8823.0,9150.0,40191.409358
211 | 2018-03-14,9151.92,9333.78,7900.28,8170.0,49708.094108
212 | 2018-03-15,8184.01,8430.0,7650.0,8240.98,52291.022277
213 | 2018-03-16,8240.98,8611.64,7900.0,8260.0,38815.409893
214 | 2018-03-17,8260.0,8348.62,7721.99,7824.8,33110.206329
215 | 2018-03-18,7824.01,8317.4,7322.0,8189.99,59488.231711
216 | 2018-03-19,8189.0,8705.23,8088.4,8600.0,55297.084942
217 | 2018-03-20,8595.01,9050.0,8280.0,8909.98,44865.105835
218 | 2018-03-21,8909.96,9177.01,8750.6,8885.0,39972.405371
219 | 2018-03-22,8884.82,9100.0,8465.1,8722.9,40617.556809
220 | 2018-03-23,8720.0,8909.0,8269.0,8898.03,39991.007666
221 | 2018-03-24,8898.04,8999.95,8491.0,8546.86,35466.609572
222 | 2018-03-25,8531.25,8669.85,8365.77,8470.15,29001.769316
223 | 2018-03-26,8470.14,8514.89,7831.0,8134.23,44033.59566
224 | 2018-03-27,8134.22,8215.94,7730.0,7795.51,37427.64805
225 | 2018-03-28,7795.51,8109.0,7728.0,7949.3,26401.33167
226 | 2018-03-29,7949.3,7975.0,6941.11,7090.14,54620.915125
227 | 2018-03-30,7090.16,7292.43,6600.1,6840.23,65306.031976
228 | 2018-03-31,6840.24,7223.36,6777.0,6923.91,36868.539087
229 | 2018-04-01,6922.0,7049.98,6430.0,6813.01,44071.430463
230 | 2018-04-02,6813.01,7125.0,6765.0,7056.0,32123.560072
231 | 2018-04-03,7063.97,7520.0,7011.01,7405.21,37787.331811
232 | 2018-04-04,7405.21,7427.52,6707.0,6796.1,42227.183804
233 | 2018-04-05,6796.1,6902.0,6566.69,6770.76,39029.73146
234 | 2018-04-06,6770.0,6850.0,6500.0,6601.39,27455.01192
235 | 2018-04-07,6601.39,7070.0,6586.28,6895.8,32269.578267
236 | 2018-04-08,6895.81,7109.13,6880.0,7018.0,21427.673165
237 | 2018-04-09,7011.04,7185.0,6611.0,6782.72,34078.297206
238 | 2018-04-10,6781.55,6890.0,6656.0,6843.9,22326.728095
239 | 2018-04-11,6839.56,6990.0,6787.0,6953.79,23997.871177
240 | 2018-04-12,6953.78,8012.23,6743.2,7923.0,64861.595987
241 | 2018-04-13,7922.99,8233.39,7732.0,7877.41,55044.523148
242 | 2018-04-14,7877.48,8186.0,7810.0,7999.01,31621.286357
243 | 2018-04-15,8004.0,8429.54,7999.02,8355.0,27946.720444
244 | 2018-04-16,8355.07,8419.0,7867.0,8064.92,36664.069715
245 | 2018-04-17,8064.92,8173.7,7825.4,7885.02,32152.603567
246 | 2018-04-18,7890.96,8236.43,7868.0,8173.0,26969.04457
247 | 2018-04-19,8173.99,8296.0,8080.0,8278.0,27113.847464
248 | 2018-04-20,8273.84,8930.0,8177.09,8856.98,39795.337485
249 | 2018-04-21,8852.12,9035.0,8565.0,8915.31,40872.229909
250 | 2018-04-22,8915.31,9020.67,8727.68,8787.02,29458.25348
251 | 2018-04-23,8785.7,8985.0,8745.0,8934.01,25838.114709
252 | 2018-04-24,8934.0,9731.01,8922.0,9619.99,46268.790106
253 | 2018-04-25,9618.96,9759.82,8730.0,8869.99,81110.037589
254 | 2018-04-26,8869.99,9307.48,8651.62,9266.0,43300.304245
255 | 2018-04-27,9267.03,9395.0,8889.0,8915.35,37241.347036
256 | 2018-04-28,8915.35,9427.48,8870.0,9348.0,34759.62842
257 | 2018-04-29,9348.0,9570.51,9163.74,9419.0,38149.850035
258 | 2018-04-30,9417.04,9458.64,9124.99,9246.01,35002.033875
259 | 2018-05-01,9246.01,9248.99,8800.49,9071.48,41018.463633
260 | 2018-05-02,9071.48,9268.0,8970.2,9247.84,26123.543961
261 | 2018-05-03,9247.81,9844.0,9168.4,9750.0,38768.388288
262 | 2018-05-04,9750.0,9830.04,9520.85,9713.99,28681.588879
263 | 2018-05-05,9714.0,10020.0,9682.0,9864.0,24990.018345
264 | 2018-05-06,9863.99,9970.0,9417.03,9659.01,27690.351559
265 | 2018-05-07,9661.02,9689.67,9181.0,9365.0,33787.640012
266 | 2018-05-08,9365.0,9475.7,9060.54,9187.56,25533.831889
267 | 2018-05-09,9178.0,9390.0,8965.0,9310.0,25673.524899
268 | 2018-05-10,9310.0,9395.12,8970.0,9002.2,25055.063718
269 | 2018-05-11,9002.21,9016.8,8341.0,8400.0,48227.048061
270 | 2018-05-12,8405.94,8646.88,8153.0,8465.94,40241.32081
271 | 2018-05-13,8475.44,8763.36,8298.0,8679.71,25632.869362
272 | 2018-05-14,8679.71,8879.99,8277.0,8663.34,37389.666533
273 | 2018-05-15,8663.37,8859.99,8401.3,8462.0,28126.956136
274 | 2018-05-16,8462.0,8488.0,8083.01,8330.0,31130.718908
275 | 2018-05-17,8330.0,8464.0,7979.0,8041.46,25439.844799
276 | 2018-05-18,8038.82,8273.21,7911.9,8239.81,23476.158251
277 | 2018-05-19,8238.01,8390.8,8095.73,8233.49,17193.424276
278 | 2018-05-20,8233.49,8609.0,8163.9,8526.98,19957.057109
279 | 2018-05-21,8526.97,8595.31,8305.0,8381.24,21516.596486
280 | 2018-05-22,8386.89,8400.18,7935.11,7977.11,23710.902858
281 | 2018-05-23,7977.12,8031.9,7425.0,7501.95,42910.666774
282 | 2018-05-24,7501.95,7730.73,7266.99,7575.01,37845.446595
283 | 2018-05-25,7578.99,7649.55,7308.15,7457.0,26739.95664
284 | 2018-05-26,7456.99,7620.0,7300.0,7333.96,19464.086071
285 | 2018-05-27,7334.0,7400.0,7231.11,7338.99,18706.945515
286 | 2018-05-28,7338.99,7437.0,7058.02,7099.0,27219.438963
287 | 2018-05-29,7099.0,7540.0,7032.95,7461.29,39407.21183
288 | 2018-05-30,7467.98,7569.0,7260.5,7375.96,32041.583623
289 | 2018-05-31,7382.07,7699.0,7327.51,7485.01,30776.063102
290 | 2018-06-01,7485.01,7608.55,7355.54,7521.01,28259.124078
291 | 2018-06-02,7521.01,7697.33,7437.0,7640.03,26720.690219
292 | 2018-06-03,7636.81,7786.69,7600.0,7714.26,27505.158951
293 | 2018-06-04,7714.26,7760.52,7446.5,7487.0,32258.835115
294 | 2018-06-05,7487.0,7679.49,7358.0,7625.0,31722.973384
295 | 2018-06-06,7626.64,7699.0,7467.05,7658.84,27229.991898
296 | 2018-06-07,7658.79,7765.0,7620.0,7691.08,25062.227202
297 | 2018-06-08,7691.08,7703.5,7531.0,7603.44,23396.804671
298 | 2018-06-09,7603.44,7683.98,7450.0,7491.73,19339.885176
299 | 2018-06-10,7491.73,7491.73,6622.81,6764.99,52342.020032
300 | 2018-06-11,6765.0,6922.0,6610.0,6872.0,34552.162303
301 | 2018-06-12,6872.0,6890.51,6435.0,6530.0,36722.211191
302 | 2018-06-13,6530.0,6627.6,6118.68,6292.78,46185.5181
303 | 2018-06-14,6292.78,6720.0,6260.0,6635.98,44478.130837
304 | 2018-06-15,6638.67,6666.66,6362.31,6388.9,30018.329905
305 | 2018-06-16,6380.01,6560.0,6320.86,6483.98,22277.241147
306 | 2018-06-17,6482.5,6589.03,6422.0,6449.61,19847.247688
307 | 2018-06-18,6444.06,6794.38,6380.0,6712.46,31821.434995
308 | 2018-06-19,6711.39,6841.74,6653.0,6741.21,24311.421143
309 | 2018-06-20,6740.0,6817.23,6551.81,6761.51,26359.752452
310 | 2018-06-21,6763.21,6795.0,6672.57,6718.84,25428.854048
311 | 2018-06-22,6717.69,6733.97,5918.94,6045.0,52157.370833
312 | 2018-06-23,6045.92,6260.0,6008.48,6149.98,26622.788589
313 | 2018-06-24,6149.98,6259.8,5750.0,6136.97,47445.998955
314 | 2018-06-25,6137.95,6350.0,6061.97,6252.0,39164.515306
315 | 2018-06-26,6252.0,6272.54,6035.0,6070.78,19377.240484
316 | 2018-06-27,6065.89,6190.43,5971.0,6133.73,19225.671098
317 | 2018-06-28,6134.73,6173.01,5827.0,5853.98,30585.266026
318 | 2018-06-29,5851.01,6300.0,5780.0,6197.92,33911.287278
319 | 2018-06-30,6197.92,6528.99,6186.03,6390.07,37919.61284
320 | 2018-07-01,6391.08,6441.06,6251.0,6356.81,27562.965974
321 | 2018-07-02,6360.82,6685.0,6271.62,6615.29,36230.452264
322 | 2018-07-03,6615.29,6679.35,6463.01,6513.86,38657.781691
323 | 2018-07-04,6511.01,6784.92,6441.11,6586.98,23571.892777
324 | 2018-07-05,6585.53,6712.0,6453.33,6529.2,35071.972898
325 | 2018-07-06,6529.2,6648.54,6425.0,6609.78,29397.094748
326 | 2018-07-07,6609.79,6818.16,6508.88,6756.98,23973.876886
327 | 2018-07-08,6753.48,6780.0,6667.44,6712.1,24622.947794
328 | 2018-07-09,6712.1,6802.06,6612.24,6662.12,26732.40655
329 | 2018-07-10,6662.78,6681.0,6263.0,6296.91,38560.672702
330 | 2018-07-11,6296.91,6406.0,6278.99,6378.07,28715.498487
331 | 2018-07-12,6378.07,6380.28,6070.0,6250.57,31306.663348
332 | 2018-07-13,6251.4,6350.0,6110.0,6214.57,26375.325286
333 | 2018-07-14,6214.57,6335.0,6178.0,6251.99,17783.071999
334 | 2018-07-15,6250.9,6395.0,6225.4,6353.01,22979.211508
335 | 2018-07-16,6354.15,6747.3,6330.4,6723.35,36204.87708
336 | 2018-07-17,6723.33,7468.99,6652.04,7317.44,52105.423459
337 | 2018-07-18,7317.44,7588.08,7225.38,7381.9,59487.64345
338 | 2018-07-19,7381.88,7576.28,7270.0,7466.21,41218.256437
339 | 2018-07-20,7468.86,7700.0,7273.0,7337.53,46140.313447
340 | 2018-07-21,7337.47,7458.47,7211.0,7398.78,28886.490291
341 | 2018-07-22,7399.25,7582.4,7335.5,7394.79,30270.21844
342 | 2018-07-23,7394.78,7833.0,7375.0,7721.01,41646.346671
343 | 2018-07-24,7721.65,8486.0,7696.0,8397.24,60121.163749
344 | 2018-07-25,8397.24,8491.77,8050.0,8175.64,48257.649124
345 | 2018-07-26,8175.63,8315.69,7850.06,7920.0,43223.481682
346 | 2018-07-27,7920.0,8285.0,7805.0,8188.57,43671.005891
347 | 2018-07-28,8188.57,8246.54,8067.0,8225.04,26215.173839
348 | 2018-07-29,8225.04,8294.51,8115.0,8211.0,25531.226185
349 | 2018-07-30,8210.99,8273.0,7866.0,8173.92,39692.416542
350 | 2018-07-31,8171.4,8180.0,7633.0,7730.93,48296.915587
351 | 2018-08-01,7735.67,7750.0,7430.0,7604.58,42582.312932
352 | 2018-08-02,7600.08,7709.46,7455.72,7525.71,37665.696684
353 | 2018-08-03,7525.71,7540.0,7282.44,7418.78,44669.486047
354 | 2018-08-04,7412.27,7494.81,6926.0,7009.84,36288.42601
355 | 2018-08-05,7009.84,7089.87,6882.29,7024.19,32894.849782
356 | 2018-08-06,7024.19,7160.0,6821.0,6934.82,32760.191643
357 | 2018-08-07,6935.0,7150.46,6670.0,6720.06,45438.473501
358 | 2018-08-08,6720.63,6721.54,6123.0,6285.0,59550.536319
359 | 2018-08-09,6283.27,6622.81,6178.6,6529.79,51941.185111
360 | 2018-08-10,6529.79,6575.88,6026.39,6144.01,59034.974902
361 | 2018-08-11,6148.13,6488.0,5971.0,6232.35,47133.418555
362 | 2018-08-12,6222.55,6472.3,6130.0,6308.33,38567.770712
363 | 2018-08-13,6308.56,6545.0,6145.04,6246.35,53895.828783
364 | 2018-08-14,6248.25,6250.33,5880.0,6188.08,50186.745091
365 | 2018-08-15,6188.08,6609.0,6172.11,6267.16,68806.687026
366 | 2018-08-16,6265.27,6480.0,6205.6,6311.75,48515.254618
367 | 2018-08-17,6316.0,6585.0,6285.4,6584.49,57851.610803
368 | 2018-08-18,6579.04,6620.0,6288.0,6387.96,53742.322172
369 | 2018-08-19,6387.96,6541.0,6300.0,6477.53,45190.847994
370 | 2018-08-20,6477.53,6530.0,6220.0,6254.84,49435.55526
371 | 2018-08-21,6251.0,6500.0,6235.08,6480.0,41569.947408
372 | 2018-08-22,6479.98,6882.54,6251.2,6360.89,77909.391359
373 | 2018-08-23,6362.57,6576.99,6342.28,6525.01,40358.166825
374 | 2018-08-24,6525.0,6725.0,6440.5,6681.64,38305.675322
375 | 2018-08-25,6686.98,6789.0,6650.61,6733.64,19220.505929
376 | 2018-08-26,6733.64,6775.27,6568.0,6700.0,20107.297208
377 | 2018-08-27,6700.0,6940.51,6646.5,6908.64,37747.078747
378 | 2018-08-28,6907.26,7135.0,6860.0,7076.11,48352.917163
379 | 2018-08-29,7077.0,7133.81,6912.34,7031.22,43252.487392
380 | 2018-08-30,7033.21,7063.63,6784.81,6984.84,44716.77462
381 | 2018-08-31,6984.84,7089.0,6888.0,7011.21,40467.400638
382 | 2018-09-01,7011.21,7275.0,7008.74,7200.01,40323.414093
383 | 2018-09-02,7201.57,7345.45,7127.0,7302.01,39814.840352
384 | 2018-09-03,7302.0,7338.28,7191.63,7263.02,32396.018371
385 | 2018-09-04,7263.0,7410.0,7227.17,7359.06,35300.640518
386 | 2018-09-05,7359.05,7397.3,6682.0,6700.0,63715.256267
387 | 2018-09-06,6697.27,6725.0,6265.0,6516.01,60644.464227
388 | 2018-09-07,6516.84,6544.0,6320.0,6395.54,38906.28805
389 | 2018-09-08,6395.54,6478.0,6111.0,6185.05,38215.032171
390 | 2018-09-09,6185.06,6441.0,6141.53,6250.81,37053.92382
391 | 2018-09-10,6252.26,6373.98,6221.0,6312.0,32439.456432
392 | 2018-09-11,6311.99,6404.0,6169.68,6294.91,33104.88859
393 | 2018-09-12,6293.0,6360.0,6192.37,6338.62,31433.645939
394 | 2018-09-13,6338.62,6535.0,6337.4,6487.38,40465.063107
395 | 2018-09-14,6487.39,6584.99,6385.62,6476.63,37173.339277
396 | 2018-09-15,6476.63,6565.45,6466.13,6514.96,25243.656612
397 | 2018-09-16,6514.96,6524.62,6370.0,6505.0,27568.132897
398 | 2018-09-17,6500.08,6533.84,6201.0,6248.69,35987.254738
399 | 2018-09-18,6248.69,6390.0,6224.98,6336.45,32620.86667
400 | 2018-09-19,6336.39,6517.7,6123.0,6391.89,39044.080082
401 | 2018-09-20,6392.0,6540.0,6325.0,6492.0,25189.024728
402 | 2018-09-21,6492.0,6784.86,6491.0,6759.02,51779.343463
403 | 2018-09-22,6759.01,6839.03,6627.0,6723.05,29349.690667
404 | 2018-09-23,6723.05,6788.23,6661.75,6708.0,30286.229773
405 | 2018-09-24,6706.81,6730.0,6557.0,6581.39,35305.73991
406 | 2018-09-25,6581.42,6584.01,6325.02,6447.54,40301.029452
407 | 2018-09-26,6445.11,6557.99,6379.7,6465.12,33484.54207
408 | 2018-09-27,6467.84,6750.0,6434.0,6689.13,33087.428297
409 | 2018-09-28,6689.12,6814.8,6540.88,6634.58,42399.448523
410 | 2018-09-29,6634.58,6636.0,6464.57,6596.38,30255.9597
411 | 2018-09-30,6597.66,6662.0,6533.0,6626.57,27764.724519
412 | 2018-10-01,6626.57,6667.09,6510.0,6611.61,20621.506894
413 | 2018-10-02,6610.0,6640.0,6494.0,6525.79,28245.810088
414 | 2018-10-03,6525.79,6549.0,6430.0,6510.0,28451.969138
415 | 2018-10-04,6510.01,6643.46,6505.09,6593.79,20074.300818
416 | 2018-10-05,6591.69,6697.0,6543.08,6635.65,16096.552392
417 | 2018-10-06,6635.65,6651.0,6566.77,6594.27,10939.505391
418 | 2018-10-07,6596.44,6640.0,6525.0,6615.26,17406.831762
419 | 2018-10-08,6615.26,6715.6,6587.0,6673.01,23123.419541
420 | 2018-10-09,6673.01,6685.38,6607.0,6656.61,15354.779469
421 | 2018-10-10,6656.67,6659.95,6530.0,6631.0,15390.661444
422 | 2018-10-11,6630.21,6633.92,6205.0,6252.68,48712.400332
423 | 2018-10-12,6252.71,6360.0,6209.0,6298.01,29004.071419
424 | 2018-10-13,6298.0,6345.0,6285.07,6332.93,19098.070025
425 | 2018-10-14,6332.92,6416.0,6308.0,6339.34,15627.411314
426 | 2018-10-15,6339.34,7680.0,6300.0,6752.5,90748.031246
427 | 2018-10-16,6752.5,6900.0,6670.0,6759.27,27557.957764
428 | 2018-10-17,6762.76,6811.12,6676.01,6740.89,26641.431379
429 | 2018-10-18,6739.01,6796.0,6567.0,6618.96,20116.521941
430 | 2018-10-19,6618.96,6648.14,6523.0,6528.88,20772.60077
431 | 2018-10-20,6528.88,6617.65,6505.55,6588.4,19240.722247
432 | 2018-10-21,6585.72,6663.9,6580.0,6590.11,6515.357792
433 | 2018-10-22,6590.12,6639.0,6535.27,6581.2,16213.69266
434 | 2018-10-23,6581.2,6595.0,6515.45,6553.51,13856.601756
435 | 2018-10-24,6553.51,6630.0,6547.53,6565.5,11951.543977
436 | 2018-10-25,6566.81,6575.09,6502.8,6528.09,10342.701244
437 | 2018-10-26,6528.13,6600.0,6515.01,6538.63,9443.504156
438 | 2018-10-27,6538.63,6558.35,6463.04,6505.6,7776.907864
439 | 2018-10-28,6505.6,6514.17,6453.0,6489.93,5743.933728
440 | 2018-10-29,6489.93,6505.01,6315.0,6344.5,13827.224067
441 | 2018-10-30,6344.5,6395.0,6317.01,6330.87,8877.175385
442 | 2018-10-31,6330.01,6428.0,6245.02,6371.93,12148.888216
443 | 2018-11-01,6369.52,6442.65,6348.66,6410.0,9099.035841
444 | 2018-11-02,6410.0,6460.34,6388.2,6433.98,9739.440679
445 | 2018-11-03,6432.8,6439.97,6345.0,6387.09,7661.241476
446 | 2018-11-04,6388.0,6525.0,6359.0,6485.85,10592.394943
447 | 2018-11-05,6485.85,6504.39,6431.02,6468.99,8987.882156
448 | 2018-11-06,6468.99,6531.31,6445.18,6519.11,11926.565699
449 | 2018-11-07,6522.73,6615.15,6509.0,6578.46,14271.591117
450 | 2018-11-08,6578.46,6594.0,6468.22,6479.84,13259.789282
451 | 2018-11-09,6479.84,6511.53,6391.01,6419.99,11787.616583
452 | 2018-11-10,6419.99,6475.55,6411.0,6433.05,7714.829926
453 | 2018-11-11,6435.16,6462.14,6355.0,6449.81,8213.507117
454 | 2018-11-12,6450.71,6497.0,6421.0,6453.07,10132.782567
455 | 2018-11-13,6451.68,6498.0,6391.15,6457.66,11790.564933
456 | 2018-11-14,6458.98,6482.84,5656.87,5922.41,46478.964003
457 | 2018-11-15,5917.2,5939.54,5403.42,5753.4,47700.829401
458 | 2018-11-16,5757.09,5782.89,5549.25,5655.94,38721.802274
459 | 2018-11-17,5650.57,5656.6,5565.43,5628.29,26411.241413
460 | 2018-11-18,5630.49,5738.17,5617.0,5662.0,23844.999347
461 | 2018-11-19,5661.94,5664.0,4855.0,4910.03,70580.892856
462 | 2018-11-20,4913.4,5048.24,4326.0,4558.86,117380.95159
463 | 2018-11-21,4559.91,4787.2,4413.85,4661.07,61071.829475
464 | 2018-11-22,4661.08,4721.77,4335.0,4370.0,34531.119143
465 | 2018-11-23,4370.9,4484.0,4222.94,4420.61,49371.920322
466 | 2018-11-24,4415.63,4527.0,3824.69,3932.44,61693.111006
467 | 2018-11-25,3933.68,4233.0,3652.66,4085.78,101693.975588
468 | 2018-11-26,4088.69,4206.0,3701.0,3862.2,94503.750767
469 | 2018-11-27,3864.45,3940.0,3689.12,3875.21,67480.607212
470 | 2018-11-28,3875.63,4394.47,3874.27,4264.85,91983.567949
471 | 2018-11-29,4262.06,4450.38,4125.65,4295.84,73980.198669
472 | 2018-11-30,4295.72,4341.36,3943.0,4041.32,67758.446283
473 | 2018-12-01,4041.27,4299.99,3963.01,4190.02,44840.073481
474 | 2018-12-02,4190.98,4312.99,4103.04,4161.01,38912.15479
475 | 2018-12-03,4160.55,4179.0,3827.0,3884.01,49094.369163
476 | 2018-12-04,3884.76,4085.0,3781.0,3951.64,48489.551613
477 | 2018-12-05,3950.98,3970.0,3745.0,3769.84,44004.799448
478 | 2018-12-06,3768.44,3899.99,3500.0,3508.75,68378.796943
479 | 2018-12-07,3508.75,3549.99,3224.6,3403.55,95145.457442
480 | 2018-12-08,3403.57,3495.0,3222.0,3410.93,55365.949949
481 | 2018-12-09,3411.36,3658.0,3394.04,3545.37,45956.893296
482 | 2018-12-10,3548.49,3610.0,3370.11,3432.88,40989.244553
483 | 2018-12-11,3434.01,3480.0,3324.32,3380.39,35920.864154
484 | 2018-12-12,3379.23,3492.0,3350.0,3445.0,33922.931286
485 | 2018-12-13,3446.38,3460.0,3255.5,3302.06,40040.917013
486 | 2018-12-14,3302.06,3335.39,3177.0,3224.17,44492.983807
487 | 2018-12-15,3225.19,3276.5,3156.26,3211.72,29796.041436
488 | 2018-12-16,3211.71,3294.0,3186.0,3228.67,24628.808538
489 | 2018-12-17,3229.22,3585.0,3216.0,3509.08,66761.751697
490 | 2018-12-18,3509.03,3678.59,3424.47,3652.98,61369.615257
491 | 2018-12-19,3653.0,3912.73,3622.55,3662.22,94137.341014
492 | 2018-12-20,3660.01,4120.0,3635.0,4049.62,101543.835986
493 | 2018-12-21,4051.86,4139.99,3764.0,3838.66,82343.850112
494 | 2018-12-22,3840.25,3979.0,3785.0,3948.91,42822.350872
495 | 2018-12-23,3948.91,4021.53,3870.0,3929.71,40117.531529
496 | 2018-12-24,3929.71,4198.0,3924.83,4008.01,64647.809129
497 | 2018-12-25,4010.11,4020.0,3646.41,3745.79,62725.629432
498 | 2018-12-26,3745.56,3837.15,3656.74,3777.74,42629.375817
499 | 2018-12-27,3777.74,3813.98,3535.0,3567.91,44097.392912
500 | 2018-12-28,3567.89,3887.25,3540.04,3839.26,45964.304987
501 | 2018-12-29,3839.0,3892.0,3670.0,3695.32,38874.373903
502 | 2018-12-30,3696.71,3903.5,3657.9,3801.91,33222.369262
503 | 2018-12-31,3803.12,3810.0,3630.33,3702.9,29991.77835
504 | 2019-01-01,3701.23,3810.16,3642.0,3797.14,23741.687033
505 | 2019-01-02,3796.45,3882.14,3750.45,3858.56,35156.463369
506 | 2019-01-03,3857.57,3862.74,3730.0,3766.78,29406.948359
507 | 2019-01-04,3767.2,3823.64,3703.57,3792.01,29519.554671
508 | 2019-01-05,3790.09,3840.99,3751.0,3770.96,30490.667751
509 | 2019-01-06,3771.12,4027.71,3740.0,3987.6,36553.806709
510 | 2019-01-07,3987.62,4017.9,3921.53,3975.45,31869.846264
511 | 2019-01-08,3976.76,4069.8,3903.0,3955.13,38901.423122
512 | 2019-01-09,3955.45,4006.81,3930.04,3966.65,28989.439511
513 | 2019-01-10,3966.06,3996.01,3540.0,3585.88,59402.22851
514 | 2019-01-11,3585.88,3658.0,3465.0,3601.31,38338.654733
515 | 2019-01-12,3601.31,3618.19,3530.0,3583.13,21999.928354
516 | 2019-01-13,3584.1,3611.1,3441.3,3476.81,26385.757454
517 | 2019-01-14,3477.56,3671.87,3467.02,3626.09,35235.211215
518 | 2019-01-15,3626.08,3648.42,3516.62,3553.06,34137.997459
519 | 2019-01-16,3553.06,3645.0,3543.51,3591.84,27480.179977
520 | 2019-01-17,3591.84,3634.7,3530.39,3616.21,29755.440838
521 | 2019-01-18,3613.32,3620.0,3565.75,3594.87,22713.446755
522 | 2019-01-19,3594.87,3720.0,3594.23,3665.3,22171.578123
523 | 2019-01-20,3665.75,3693.73,3475.0,3539.28,27901.938598
524 | 2019-01-21,3539.26,3559.51,3475.5,3526.9,19644.436839
525 | 2019-01-22,3526.88,3608.5,3434.85,3570.93,29336.442967
526 | 2019-01-23,3570.41,3607.98,3514.5,3552.82,24938.842698
527 | 2019-01-24,3552.97,3589.0,3529.22,3569.62,20826.25118
528 | 2019-01-25,3569.07,3587.15,3522.51,3565.29,17608.346671
529 | 2019-01-26,3566.69,3662.94,3545.0,3565.25,19476.532344
530 | 2019-01-27,3565.62,3579.0,3486.0,3550.84,22735.598162
531 | 2019-01-28,3550.05,3557.75,3380.27,3434.15,40405.111401
532 | 2019-01-29,3434.0,3443.45,3349.92,3411.04,29544.928977
533 | 2019-01-30,3410.04,3478.0,3387.1,3458.18,23968.260243
534 | 2019-01-31,3457.5,3489.2,3418.8,3434.1,29607.190253
535 | 2019-02-01,3434.1,3488.0,3401.2,3462.07,25260.476159
536 | 2019-02-02,3462.2,3526.4,3440.29,3504.77,17920.802
537 | 2019-02-03,3504.06,3511.09,3426.0,3458.11,19867.33639
538 | 2019-02-04,3458.11,3484.88,3433.31,3463.22,23131.981108
539 | 2019-02-05,3463.22,3478.97,3448.43,3471.59,25264.41503
540 | 2019-02-06,3471.57,3482.72,3380.0,3405.37,35310.244846
541 | 2019-02-07,3407.0,3426.45,3390.0,3398.4,18665.538638
542 | 2019-02-08,3398.4,3733.58,3373.1,3659.04,47968.058013
543 | 2019-02-09,3660.27,3680.02,3625.13,3665.18,24759.833719
544 | 2019-02-10,3665.18,3684.99,3609.76,3680.06,23250.602634
545 | 2019-02-11,3679.75,3684.9,3615.53,3631.05,24954.614571
546 | 2019-02-12,3631.05,3667.6,3582.34,3631.46,29479.59823
547 | 2019-02-13,3631.51,3670.0,3591.75,3609.4,25773.997648
548 | 2019-02-14,3608.34,3626.4,3568.11,3590.56,21753.501261
549 | 2019-02-15,3590.57,3653.23,3573.45,3602.47,20777.872899
550 | 2019-02-16,3602.49,3648.2,3597.91,3618.41,19565.992751
551 | 2019-02-17,3617.22,3700.11,3604.4,3667.58,25690.227779
552 | 2019-02-18,3667.62,3925.0,3655.0,3898.6,64042.730492
553 | 2019-02-19,3897.35,3994.52,3856.0,3907.79,50207.172667
554 | 2019-02-20,3907.35,3986.98,3870.66,3969.74,36205.14085
555 | 2019-02-21,3969.74,4016.48,3901.03,3937.31,31103.884728
556 | 2019-02-22,3937.31,3988.0,3926.65,3962.0,23943.16375
557 | 2019-02-23,3962.0,4162.02,3933.15,4117.76,33657.942883
558 | 2019-02-24,4118.0,4198.0,3712.66,3743.56,62224.18689
559 | 2019-02-25,3743.56,3872.66,3740.0,3827.92,38102.966245
560 | 2019-02-26,3828.44,3841.51,3777.0,3809.23,28838.748036
561 | 2019-02-27,3809.31,3838.85,3677.17,3818.07,31500.995466
562 | 2019-02-28,3818.04,3888.0,3763.87,3813.69,32561.961044
563 | 2019-03-01,3814.26,3857.0,3813.01,3823.0,23174.57217
564 | 2019-03-02,3822.17,3841.31,3772.25,3819.93,19445.838355
565 | 2019-03-03,3819.97,3835.0,3781.32,3807.75,16718.16541
566 | 2019-03-04,3807.32,3830.0,3670.69,3715.3,34742.84166
567 | 2019-03-05,3716.1,3877.1,3703.55,3857.73,32962.536162
568 | 2019-03-06,3857.58,3907.0,3813.09,3861.84,24775.11883
569 | 2019-03-07,3861.84,3905.4,3840.4,3873.64,26455.257661
570 | 2019-03-08,3873.63,3932.0,3800.0,3864.89,34730.366592
571 | 2019-03-09,3864.88,3971.75,3854.75,3943.04,30979.747653
572 | 2019-03-10,3943.43,3943.43,3881.69,3916.82,23187.561412
573 | 2019-03-11,3915.99,3936.98,3830.0,3871.61,38066.885705
574 | 2019-03-12,3871.61,3905.2,3826.06,3882.73,26921.008622
575 | 2019-03-13,3882.69,3893.56,3840.0,3866.0,24461.008757
576 | 2019-03-14,3866.0,3920.0,3810.43,3877.12,27048.74853
577 | 2019-03-15,3877.12,3939.22,3872.2,3923.76,21740.061498
578 | 2019-03-16,3924.46,4056.98,3921.98,4005.98,28568.376124
579 | 2019-03-17,4005.98,4012.0,3950.01,3981.14,18814.255577
580 | 2019-03-18,3981.85,4037.0,3953.33,3987.81,22454.47801
581 | 2019-03-19,3987.83,4031.0,3970.0,4015.53,19893.741815
582 | 2019-03-20,4017.48,4050.0,3980.5,4043.04,23432.300255
583 | 2019-03-21,4043.04,4069.32,3880.01,3980.64,35997.682119
584 | 2019-03-22,3980.85,4008.0,3968.25,3986.93,20022.606318
585 | 2019-03-23,3987.89,4018.83,3978.01,4006.01,17302.604318
586 | 2019-03-24,4006.01,4006.02,3950.0,3992.18,17179.850648
587 | 2019-03-25,3991.35,3999.3,3888.71,3936.12,33192.890217
588 | 2019-03-26,3935.47,3958.98,3894.0,3948.55,29349.537627
589 | 2019-03-27,3948.77,4048.0,3936.15,4038.05,32364.555852
590 | 2019-03-28,4039.58,4039.7,4002.0,4027.81,20089.293875
591 | 2019-03-29,4028.22,4123.71,4024.03,4103.25,30084.217444
592 | 2019-03-30,4104.24,4140.0,4052.0,4106.97,19509.292601
593 | 2019-03-31,4106.99,4116.12,4082.57,4103.95,13525.087433
594 | 2019-04-01,4102.44,4158.7,4067.0,4144.56,25507.067641
595 | 2019-04-02,4144.54,4897.99,4140.54,4857.29,105383.639263
596 | 2019-04-03,4857.19,5275.01,4753.5,4932.6,109890.125743
597 | 2019-04-04,4932.59,5039.08,4777.0,4898.66,61054.254168
598 | 2019-04-05,4898.64,5028.22,4880.62,5004.95,39768.552806
599 | 2019-04-06,5004.96,5205.0,4928.59,5043.89,41770.842313
600 | 2019-04-07,5042.07,5234.0,5026.0,5170.27,37615.486804
601 | 2019-04-08,5170.27,5305.0,5039.0,5236.9,50178.430782
602 | 2019-04-09,5238.38,5238.4,5076.68,5150.0,34067.012311
603 | 2019-04-10,5150.0,5422.0,5135.0,5308.25,40073.620471
604 | 2019-04-11,5307.86,5332.67,4927.0,5017.37,54696.600686
605 | 2019-04-12,5017.37,5080.58,4861.22,5048.01,33276.678614
606 | 2019-04-13,5047.0,5099.0,5004.0,5045.22,17292.456802
607 | 2019-04-14,5047.45,5152.99,5000.0,5131.3,18281.607739
608 | 2019-04-15,5131.28,5167.38,4950.0,5024.95,29057.191581
609 | 2019-04-16,5024.95,5197.72,5003.94,5173.72,24242.229493
610 | 2019-04-17,5173.72,5230.4,5146.8,5202.82,23307.536134
611 | 2019-04-18,5202.41,5287.0,5198.8,5258.44,22619.239001
612 | 2019-04-19,5258.44,5320.0,5175.0,5258.68,24611.236323
613 | 2019-04-20,5258.68,5333.42,5230.1,5291.73,19168.908274
614 | 2019-04-21,5292.91,5314.35,5165.0,5256.14,25549.570939
615 | 2019-04-22,5257.41,5400.0,5208.35,5357.14,29563.852309
616 | 2019-04-23,5357.14,5600.0,5332.41,5493.31,41262.103917
617 | 2019-04-24,5490.91,5582.2,5333.35,5415.0,48224.152413
618 | 2019-04-25,5415.0,5491.84,5102.0,5219.9,49636.089948
619 | 2019-04-26,5220.47,5510.0,5161.62,5314.1,48912.294513
620 | 2019-04-27,5315.0,5342.5,5257.67,5295.69,15422.896935
621 | 2019-04-28,5295.69,5340.0,5259.48,5307.52,14371.433869
622 | 2019-04-29,5309.81,5332.0,5178.8,5238.14,19918.135079
623 | 2019-04-30,5238.14,5339.98,5192.15,5320.81,22238.06823
624 | 2019-05-01,5321.94,5402.0,5316.2,5383.2,17217.473216
625 | 2019-05-02,5383.2,5538.0,5370.0,5492.87,22795.787835
626 | 2019-05-03,5494.81,5844.0,5477.57,5772.69,46297.172849
627 | 2019-05-04,5770.62,5900.0,5587.45,5829.45,39682.408991
628 | 2019-05-05,5829.83,5839.9,5696.0,5775.62,23822.543775
629 | 2019-05-06,5773.18,5805.0,5619.14,5747.79,25256.596325
630 | 2019-05-07,5749.92,6028.41,5747.74,5846.34,39905.064422
631 | 2019-05-08,5846.34,6014.72,5772.2,5987.29,23074.05152
632 | 2019-05-09,5986.66,6224.55,5983.71,6209.18,27453.011436
633 | 2019-05-10,6209.95,6468.92,6172.0,6373.33,36623.61079
634 | 2019-05-11,6375.16,7343.99,6372.85,7076.22,74022.424393
635 | 2019-05-12,7076.24,7521.78,6750.0,6967.31,86948.975339
636 | 2019-05-13,6968.24,8100.0,6870.0,7790.71,85804.735333
637 | 2019-05-14,7795.62,8366.0,7599.56,7947.56,76583.722603
638 | 2019-05-15,7945.26,8249.0,7850.0,8169.87,37884.327211
639 | 2019-05-16,8169.08,8320.0,7705.0,7866.59,69630.513996
640 | 2019-05-17,7868.67,7925.0,6913.0,7355.26,88752.008159
641 | 2019-05-18,7355.28,7458.0,7156.61,7257.45,37054.944779
642 | 2019-05-19,7257.32,8275.09,7243.08,8148.48,65577.442058
643 | 2019-05-20,8147.94,8156.03,7553.0,7938.15,65859.208564
644 | 2019-05-21,7937.16,8042.32,7771.0,7904.87,52301.752247
645 | 2019-05-22,7904.48,8016.0,7465.0,7628.43,49136.994589
646 | 2019-05-23,7627.8,7940.98,7461.0,7851.51,49648.184701
647 | 2019-05-24,7849.95,8130.0,7766.0,7964.87,46664.785325
648 | 2019-05-25,7964.52,8091.8,7908.34,8025.41,28414.328817
649 | 2019-05-26,8023.0,8740.0,7833.42,8614.43,49652.144567
650 | 2019-05-27,8612.54,8908.32,8589.0,8756.32,51886.768793
651 | 2019-05-28,8752.52,8798.49,8510.63,8715.64,31470.551534
652 | 2019-05-29,8716.87,8750.0,8406.6,8645.68,33880.865922
653 | 2019-05-30,8646.5,9074.26,8005.0,8269.54,70379.998521
654 | 2019-05-31,8267.1,8594.0,8108.5,8555.0,44727.49162
655 | 2019-06-01,8555.0,8626.0,8442.36,8544.07,31868.234157
656 | 2019-06-02,8545.1,8814.78,8524.0,8725.98,27835.133265
657 | 2019-06-03,8726.0,8800.95,8080.8,8115.82,45692.965104
658 | 2019-06-04,8115.66,8115.66,7481.02,7687.03,74143.948941
659 | 2019-06-05,7687.04,7896.7,7572.78,7776.5,48679.656455
660 | 2019-06-06,7778.08,7868.13,7444.58,7786.7,36624.118747
661 | 2019-06-07,7787.57,8100.0,7737.49,7980.53,33942.225658
662 | 2019-06-08,7978.94,8044.65,7751.0,7893.62,22657.329634
663 | 2019-06-09,7895.28,7935.0,7506.66,7628.13,31568.465157
664 | 2019-06-10,7627.57,8020.0,7511.0,7982.75,36756.078468
665 | 2019-06-11,7981.0,8010.0,7692.23,7884.9,30334.999427
666 | 2019-06-12,7884.9,8200.0,7788.99,8127.64,41597.082622
667 | 2019-06-13,8127.64,8309.82,8010.03,8218.54,30467.764341
668 | 2019-06-14,8216.44,8684.41,8144.32,8650.0,39835.246255
669 | 2019-06-15,8650.88,8864.99,8567.63,8808.7,31791.636039
670 | 2019-06-16,8810.77,9333.0,8760.0,8953.33,63289.251219
671 | 2019-06-17,8953.0,9444.0,8950.0,9313.96,47895.485374
672 | 2019-06-18,9312.13,9336.36,8950.0,9081.55,51554.569401
673 | 2019-06-19,9081.97,9304.0,8960.0,9255.49,32147.706495
674 | 2019-06-20,9253.76,9590.0,9175.2,9517.12,34556.053982
675 | 2019-06-21,9518.06,10174.99,9518.06,10159.86,50484.415892
676 | 2019-06-22,10159.86,11160.0,9921.72,10729.5,104169.447976
677 | 2019-06-23,10729.0,11392.64,10555.18,10906.07,57445.323945
678 | 2019-06-24,10905.95,11143.63,10620.8,11056.59,43101.045285
679 | 2019-06-25,11056.59,11850.0,11026.0,11820.86,61276.686648
680 | 2019-06-26,11821.28,13970.0,11741.0,13093.8,155930.147386
681 | 2019-06-27,13098.38,13478.04,10525.1,11329.99,173894.820889
682 | 2019-06-28,11329.99,12480.0,10982.88,12400.63,95795.203964
683 | 2019-06-29,12407.06,12441.54,11475.02,11903.13,69642.074157
684 | 2019-06-30,11903.13,12180.0,10766.03,10854.1,84512.530443
685 | 2019-07-01,10854.1,11282.28,10030.0,10624.93,90962.268271
686 | 2019-07-02,10624.9,10938.75,9727.0,10842.85,109561.038728
687 | 2019-07-03,10844.98,11991.89,10841.04,11940.0,96815.90029
688 | 2019-07-04,11940.0,12000.0,11055.0,11145.67,66512.221892
689 | 2019-07-05,11145.67,11406.83,10796.44,10970.73,63534.350582
690 | 2019-07-06,10982.41,11665.0,10964.51,11256.49,51469.496331
691 | 2019-07-07,11256.45,11538.0,11094.37,11406.24,38884.795599
692 | 2019-07-08,11410.0,12338.03,11220.0,12238.6,52182.367215
693 | 2019-07-09,12238.6,12794.73,12068.0,12543.41,78442.130343
694 | 2019-07-10,12548.51,13147.08,11569.0,12108.37,109246.044997
695 | 2019-07-11,12108.11,12111.73,11000.0,11342.89,87506.461058
696 | 2019-07-12,11342.88,11885.0,11073.0,11757.22,56321.858281
697 | 2019-07-13,11757.22,11799.98,10830.0,11355.76,54245.594548
698 | 2019-07-14,11355.78,11452.0,10103.0,10174.18,72517.579236
699 | 2019-07-15,10174.18,11100.0,9860.0,10838.72,81922.426332
700 | 2019-07-16,10833.78,11028.0,9350.01,9439.59,97219.443413
701 | 2019-07-17,9430.17,9957.0,9060.0,9667.92,84942.672717
702 | 2019-07-18,9668.86,10788.0,9252.0,10627.16,80283.310252
703 | 2019-07-19,10628.64,10769.71,10121.84,10504.29,56546.932133
704 | 2019-07-20,10505.78,11068.99,10350.0,10740.23,47331.899848
705 | 2019-07-21,10740.27,10817.9,10288.0,10589.45,38834.287935
706 | 2019-07-22,10590.15,10683.16,10100.0,10340.31,40467.954839
707 | 2019-07-23,10343.08,10343.97,9822.0,9864.91,47624.37071
708 | 2019-07-24,9864.78,9937.0,9525.0,9763.28,43475.380377
709 | 2019-07-25,9763.4,10175.0,9720.03,9879.87,37873.354728
710 | 2019-07-26,9882.15,9889.98,9637.0,9824.0,27167.463217
711 | 2019-07-27,9824.0,10188.66,9333.0,9476.52,43809.778301
712 | 2019-07-28,9478.92,9594.99,9165.0,9541.54,29401.022937
713 | 2019-07-29,9541.54,9729.0,9395.0,9507.64,29021.937411
714 | 2019-07-30,9509.07,9714.28,9402.0,9574.21,32536.368834
715 | 2019-07-31,9575.0,10109.8,9555.0,10080.53,39515.35456
716 | 2019-08-01,10080.53,10467.86,9863.46,10374.99,41727.637028
717 | 2019-08-02,10375.0,10670.0,10281.35,10523.75,42990.444221
718 | 2019-08-03,10523.75,10904.77,10497.93,10816.86,33802.318824
719 | 2019-08-04,10816.86,11040.0,10552.0,10929.23,39924.745141
720 | 2019-08-05,10929.99,11937.52,10927.8,11828.8,65153.673713
721 | 2019-08-06,11830.0,12330.7,11226.7,11481.69,76705.389875
722 | 2019-08-07,11481.69,12141.17,11382.84,11975.03,69173.390353
723 | 2019-08-08,11975.04,12060.0,11521.0,11999.77,51207.257174
724 | 2019-08-09,11994.17,12045.68,11700.0,11879.99,39427.152588
725 | 2019-08-10,11879.98,11985.0,11270.0,11309.31,42633.087048
726 | 2019-08-11,11309.24,11600.0,11112.11,11549.97,26772.90691
727 | 2019-08-12,11539.08,11577.89,11235.32,11396.08,17568.227075
728 | 2019-08-13,11398.35,11456.16,10788.45,10892.71,33234.72968
729 | 2019-08-14,10893.36,10897.48,9928.1,10050.37,54451.847499
730 | 2019-08-15,10055.16,10460.0,9911.0,10293.93,38174.45112
731 | 2019-08-16,10296.77,10536.03,9750.0,10331.54,51758.142918
732 | 2019-08-17,10331.15,10465.14,10000.0,10216.02,29000.581201
733 | 2019-08-18,10216.05,10500.0,10080.0,10306.78,24085.395172
734 | 2019-08-19,10306.17,10930.0,10258.6,10915.54,37243.319217
735 | 2019-08-20,10914.73,10949.96,10560.0,10760.51,32298.921679
736 | 2019-08-21,10760.51,10804.13,9858.0,10142.57,47355.719282
737 | 2019-08-22,10140.82,10242.0,9762.0,10099.88,34059.642738
738 | 2019-08-23,10099.9,10445.0,10019.79,10389.55,27550.336173
739 | 2019-08-24,10388.16,10419.42,9890.0,10134.35,27692.456844
740 | 2019-08-25,10134.61,10333.0,9906.97,10142.69,26271.657398
741 | 2019-08-26,10142.69,10604.0,10137.93,10372.25,41687.511599
742 | 2019-08-27,10373.6,10391.08,10051.08,10185.05,28402.775383
743 | 2019-08-28,10185.69,10299.0,9601.01,9721.0,42110.555375
744 | 2019-08-29,9721.0,9724.0,9320.0,9498.44,35532.69491
745 | 2019-08-30,9499.01,9696.0,9350.41,9584.54,26834.318104
746 | 2019-08-31,9582.76,9684.51,9420.75,9587.47,17130.290074
747 | 2019-09-01,9588.74,9830.0,9520.0,9724.98,19545.404843
748 | 2019-09-02,9723.59,10450.0,9712.5,10340.0,44740.248093
749 | 2019-09-03,10340.0,10773.0,10272.0,10615.28,47998.376781
750 | 2019-09-04,10611.85,10799.0,10369.89,10567.02,43943.889026
751 | 2019-09-05,10565.92,10900.0,10450.0,10564.49,33970.960639
752 | 2019-09-06,10563.13,10905.87,10150.0,10298.73,58799.640959
753 | 2019-09-07,10298.71,10558.0,10288.57,10455.88,27637.877392
754 | 2019-09-08,10455.9,10592.5,10208.0,10381.18,23984.672018
755 | 2019-09-09,10381.24,10480.0,10068.5,10303.12,39835.727608
756 | 2019-09-10,10302.58,10384.99,9953.0,10098.15,28915.412225
757 | 2019-09-11,10098.19,10293.0,9880.0,10158.33,31953.824562
758 | 2019-09-12,10158.75,10448.81,10040.0,10415.01,34511.162755
759 | 2019-09-13,10415.01,10439.0,10153.0,10342.06,30280.339776
760 | 2019-09-14,10344.13,10419.99,10222.33,10335.02,23621.533519
761 | 2019-09-15,10332.81,10360.0,10252.15,10302.01,18047.654013
762 | 2019-09-16,10303.34,10355.0,10078.0,10251.31,28971.401657
763 | 2019-09-17,10249.68,10275.0,10128.01,10187.82,22914.324563
764 | 2019-09-18,10187.48,10258.02,10100.0,10156.99,24250.249303
765 | 2019-09-19,10156.41,10325.0,9653.0,10244.29,44826.282579
766 | 2019-09-20,10243.7,10281.0,10061.39,10168.59,25088.491069
767 | 2019-09-21,10167.92,10176.7,9900.0,9986.39,20544.175196
768 | 2019-09-22,9985.15,10089.0,9853.97,10028.87,22049.275256
769 | 2019-09-23,10028.05,10049.99,9615.77,9702.25,31937.232356
770 | 2019-09-24,9702.2,9794.99,7800.0,8493.14,94007.345203
771 | 2019-09-25,8497.55,8730.0,8215.64,8430.05,60783.892258
772 | 2019-09-26,8430.05,8465.99,7750.0,8063.73,67930.853749
773 | 2019-09-27,8063.49,8265.0,7852.15,8177.91,43882.924625
774 | 2019-09-28,8177.47,8315.0,8001.09,8198.81,34473.605165
775 | 2019-09-29,8199.38,8229.13,7890.0,8043.82,31544.211388
776 | 2019-09-30,8043.04,8337.26,7710.0,8289.34,55865.48726
777 | 2019-10-01,8289.97,8500.0,8173.05,8292.44,43472.418091
778 | 2019-10-02,8292.67,8373.91,8151.22,8359.94,26243.386644
779 | 2019-10-03,8360.0,8393.0,8060.0,8223.96,30488.284058
780 | 2019-10-04,8224.43,8232.41,8005.0,8137.13,26476.330404
781 | 2019-10-05,8137.09,8183.41,8012.98,8126.19,21907.615564
782 | 2019-10-06,8127.55,8153.87,7785.0,7854.25,34676.104049
783 | 2019-10-07,7855.3,8299.92,7762.0,8190.09,52202.072297
784 | 2019-10-08,8190.82,8325.0,8088.75,8168.39,35452.657423
785 | 2019-10-09,8170.79,8670.0,8115.0,8560.74,55038.704378
786 | 2019-10-10,8562.15,8644.0,8414.52,8558.03,39137.946167
787 | 2019-10-11,8557.82,8779.51,8212.38,8258.5,50405.284418
788 | 2019-10-12,8257.95,8400.0,8250.0,8300.09,21339.334098
789 | 2019-10-13,8301.98,8451.37,8160.0,8275.01,27840.739953
790 | 2019-10-14,8275.24,8388.85,8203.0,8348.2,29810.663253
791 | 2019-10-15,8346.86,8403.0,8090.0,8159.29,32773.062476
792 | 2019-10-16,8159.3,8181.16,7917.0,7991.74,34733.593966
793 | 2019-10-17,7995.02,8124.92,7929.03,8070.58,29656.949158
794 | 2019-10-18,8070.71,8115.0,7816.01,7947.01,31353.181416
795 | 2019-10-19,7946.89,8098.1,7866.92,7948.01,26627.889388
796 | 2019-10-20,7949.87,8297.0,7870.0,8223.35,34286.452654
797 | 2019-10-21,8223.35,8333.0,8142.03,8197.27,30448.679539
798 | 2019-10-22,8197.28,8297.99,8000.0,8020.0,34651.828663
799 | 2019-10-23,8020.06,8047.59,7300.0,7466.62,63897.457098
800 | 2019-10-24,7468.47,7503.68,7337.99,7412.41,32714.383265
801 | 2019-10-25,7412.41,8799.0,7361.0,8655.02,90748.218174
802 | 2019-10-26,8655.88,10370.0,8470.38,9230.0,162588.585413
803 | 2019-10-27,9230.0,9794.98,9074.34,9529.93,93833.541604
804 | 2019-10-28,9528.23,9902.1,9160.0,9205.14,80174.217323
805 | 2019-10-29,9204.45,9550.0,9072.0,9407.62,64158.462446
806 | 2019-10-30,9407.62,9409.84,9001.01,9154.72,55241.786434
807 | 2019-10-31,9154.02,9405.0,8913.0,9140.85,54376.024902
808 | 2019-11-01,9140.86,9279.0,9030.0,9231.61,43594.814115
809 | 2019-11-02,9231.4,9373.74,9186.21,9289.52,28923.060828
810 | 2019-11-03,9289.85,9362.57,9066.14,9194.71,27894.378279
811 | 2019-11-04,9196.46,9513.68,9115.84,9393.35,45894.456277
812 | 2019-11-05,9392.4,9454.95,9175.76,9308.66,45935.873665
813 | 2019-11-06,9307.73,9440.91,9250.01,9339.05,37336.170372
814 | 2019-11-07,9339.16,9375.0,9101.0,9216.2,39117.470853
815 | 2019-11-08,9214.0,9261.0,8696.0,8773.73,62107.289243
816 | 2019-11-09,8773.74,8880.0,8724.88,8809.41,29469.481405
817 | 2019-11-10,8809.18,9147.19,8750.0,9039.47,34422.029797
818 | 2019-11-11,9040.16,9072.32,8618.68,8733.27,44888.053545
819 | 2019-11-12,8733.36,8888.0,8567.6,8821.94,40366.629471
820 | 2019-11-13,8821.91,8844.99,8702.0,8777.12,26810.116918
821 | 2019-11-14,8777.54,8800.0,8582.6,8646.68,33468.468961
822 | 2019-11-15,8646.38,8790.0,8400.0,8471.73,46087.417751
823 | 2019-11-16,8471.62,8543.0,8400.0,8491.02,20902.299752
824 | 2019-11-17,8490.74,8635.0,8350.68,8502.4,27009.037082
825 | 2019-11-18,8502.87,8503.52,8060.0,8187.17,43017.69094
826 | 2019-11-19,8186.5,8218.63,8003.0,8133.64,43556.061025
827 | 2019-11-20,8133.83,8264.29,8038.4,8098.01,32466.23098
828 | 2019-11-21,8098.56,8134.73,7500.0,7627.74,58418.780261
829 | 2019-11-22,7627.79,7750.0,6790.0,7268.23,126603.140259
830 | 2019-11-23,7268.23,7344.48,7080.01,7311.57,50449.894755
831 | 2019-11-24,7311.1,7330.39,6861.0,6903.28,67890.206483
832 | 2019-11-25,6900.23,7377.69,6515.0,7109.57,119645.735197
833 | 2019-11-26,7109.99,7340.0,7017.48,7156.14,65722.39769
834 | 2019-11-27,7154.75,7655.0,6840.0,7508.52,92452.87349
835 | 2019-11-28,7507.9,7643.0,7360.0,7419.49,56933.981109
836 | 2019-11-29,7418.52,7850.0,7362.3,7739.68,60745.300873
837 | 2019-11-30,7740.99,7810.0,7441.0,7541.89,46989.433619
838 | 2019-12-01,7540.63,7541.85,7210.0,7390.89,60769.342313
839 | 2019-12-02,7391.5,7420.56,7151.1,7294.28,46330.25604
840 | 2019-12-03,7294.42,7400.0,7241.35,7292.71,33149.477487
841 | 2019-12-04,7292.71,7750.0,7067.0,7194.32,83147.149142
842 | 2019-12-05,7194.59,7485.0,7150.0,7389.0,59306.678855
843 | 2019-12-06,7389.0,7590.03,7305.0,7527.47,48189.087944
844 | 2019-12-07,7527.8,7619.62,7470.16,7488.21,31498.684173
845 | 2019-12-08,7487.31,7564.0,7374.86,7510.11,29856.897631
846 | 2019-12-09,7510.11,7650.0,7273.0,7338.64,46621.887493
847 | 2019-12-10,7338.64,7407.6,7157.1,7224.13,49723.76214
848 | 2019-12-11,7224.15,7275.5,7125.66,7210.0,30093.091944
849 | 2019-12-12,7210.0,7295.0,7080.3,7198.08,42288.600932
850 | 2019-12-13,7197.76,7309.05,7190.76,7258.48,27609.873795
851 | 2019-12-14,7257.37,7271.77,7012.0,7064.05,29561.985967
852 | 2019-12-15,7064.14,7200.3,7008.35,7118.59,26395.778137
853 | 2019-12-16,7119.6,7150.0,6836.0,6891.72,43863.993059
854 | 2019-12-17,6891.44,6942.21,6560.0,6623.82,53865.069929
855 | 2019-12-18,6623.84,7440.0,6435.0,7277.83,95636.651251
856 | 2019-12-19,7277.83,7380.0,7038.31,7150.3,55509.049075
857 | 2019-12-20,7151.31,7220.0,7079.5,7187.83,32132.069205
858 | 2019-12-21,7188.01,7190.58,7105.0,7132.75,19467.174028
859 | 2019-12-22,7131.59,7518.54,7122.47,7501.44,39137.45515
860 | 2019-12-23,7500.71,7695.38,7265.84,7317.09,68051.997203
861 | 2019-12-24,7317.3,7436.68,7157.04,7255.77,43629.494188
862 | 2019-12-25,7255.77,7271.77,7128.86,7204.63,27492.044323
863 | 2019-12-26,7205.01,7435.0,7157.12,7202.0,36259.761076
864 | 2019-12-27,7202.0,7275.86,7076.42,7254.74,33642.701861
865 | 2019-12-28,7254.77,7365.01,7238.67,7316.14,26848.982199
866 | 2019-12-29,7315.36,7528.45,7288.0,7388.24,31387.106085
867 | 2019-12-30,7388.43,7408.24,7220.0,7246.0,29605.911782
868 | 2019-12-31,7246.0,7320.0,7145.01,7195.23,25954.453533
869 | 2020-01-01,7195.24,7255.0,7175.15,7200.85,16792.388165
870 | 2020-01-02,7200.77,7212.5,6924.74,6965.71,31951.483932
871 | 2020-01-03,6965.49,7405.0,6871.04,7344.96,68428.500451
872 | 2020-01-04,7345.0,7404.0,7272.21,7354.11,29987.974977
873 | 2020-01-05,7354.19,7495.0,7318.0,7358.75,38331.085604
874 | 2020-01-06,7357.64,7795.34,7346.76,7758.0,54635.695316
875 | 2020-01-07,7758.9,8207.68,7723.71,8145.28,91171.684661
876 | 2020-01-08,8145.92,8455.0,7870.0,8055.98,112622.64264
877 | 2020-01-09,8054.72,8055.96,7750.0,7817.76,64239.51983
878 | 2020-01-10,7817.74,8199.0,7672.0,8197.02,82406.777448
879 | 2020-01-11,8198.86,8286.34,8003.16,8020.01,54810.032667
880 | 2020-01-12,8020.01,8197.0,7960.0,8184.98,38131.494336
881 | 2020-01-13,8184.97,8196.0,8055.89,8110.34,31159.755683
882 | 2020-01-14,8110.34,8880.0,8105.54,8810.01,120399.126742
883 | 2020-01-15,8814.64,8916.48,8564.0,8821.41,84816.297606
884 | 2020-01-16,8820.01,8859.81,8586.0,8720.01,51991.074284
885 | 2020-01-17,8720.15,9041.65,8672.44,8913.28,70897.737377
886 | 2020-01-18,8913.27,8988.88,8806.38,8915.96,38294.746545
887 | 2020-01-19,8915.09,9198.98,8466.0,8701.7,70676.889259
888 | 2020-01-20,8701.72,8746.99,8521.28,8642.35,38896.639746
889 | 2020-01-21,8642.35,8789.0,8488.0,8736.03,36494.687659
890 | 2020-01-22,8736.04,8818.0,8590.0,8682.36,29080.557138
891 | 2020-01-23,8682.77,8691.81,8306.39,8404.52,48165.944597
892 | 2020-01-24,8404.52,8528.02,8238.0,8439.0,41687.529529
893 | 2020-01-25,8438.99,8451.26,8254.9,8340.58,25521.157932
894 | 2020-01-26,8340.01,8618.13,8293.66,8615.0,31130.485164
895 | 2020-01-27,8614.39,9000.0,8535.0,8907.57,53973.542996
896 | 2020-01-28,8907.57,9400.0,8862.4,9374.21,74584.853765
897 | 2020-01-29,9375.34,9449.24,9216.0,9301.53,53864.065122
898 | 2020-01-30,9301.57,9578.0,9204.44,9513.21,60626.744259
899 | 2020-01-31,9511.52,9530.22,9210.01,9352.89,45552.022352
900 | 2020-02-01,9351.71,9464.53,9281.0,9384.61,28578.067354
901 | 2020-02-02,9384.41,9477.03,9120.0,9331.51,45690.91254
902 | 2020-02-03,9331.59,9618.79,9234.0,9292.24,50892.133451
903 | 2020-02-04,9291.35,9350.0,9100.0,9121.31,31481.481044
904 |
--------------------------------------------------------------------------------