QUESTION

 

Download financial data (stock prices, exchange rates, interest rates, etc.) from internet to form a dataset. The suggested sample size is 800-1200. Carry out the following investigation and write a report of your work. The report should be around 3 pages + appendix. Figures and tables are given as appendix. The format of your report should be in word or pdf file.

1. Discuss the stationarity of your time series data. Transform the data into log-returns. Make time plots.

2. Study the distribution of the returns. Calculate Value at Risk at different confidence levels.

3. Fit a reasonable time series model to your data and check the fitted model.

4. Build a model to describe the volatility of the log-returns.

5. Summarize your analysis and explain any possible implication of your results.

 

 

ANSWER

 

The aim of th study was to understand the application of time series analysis of data and it can be measured. For the purpose of the same a data sample ranging from 800 to 1200 data points had to be chosen ranging from stocks to exchange rates. To perform the study and understand th rime series effects the data chosen is the stock prices of Walmart Inc., which is traded on the New York Stock exchange. The range of the data is from 19 February 2015 to 20 February 2019. Due to the length of the data it is attachend in an excel instead of the appendix. The atomicity level of the chosed data is dailty quotes. The source of data is investing.com. The website can be used for obtaining historical stock prices of any listed company from any international exchage.

Further for the anaysis a tool called gretl has been utilised which is a useful and powerful data analysis tool commonly used for financial data analysis. Specially when the concerned data has a time series effect inherently present in it and exploratory analysis is ofprime concern to the researcher.

Stationarity of the Data

The first task in the time series analysis of the data is the analysis of the stationarity of the data. For the same the data was loaded into gretl for analysis. The test chosen for stationarity analysis is the Augmented Dickey-Fuller Test. The test primarily searches for the presence of a unit root in the data. The hypothesis being tested in the test are as follows:

H₀: The data does not have a unit root

H_A: The data has a unit root

Thus, our aim is to reject the null hypothesis. The acceptance of null hypothesis means that more than one roots are present and thus, the data is not stationary. The presence of a unit root indicates stationary series of data. For the purpose of the analysis the log of the data was used which is represented by the vaiable named l_Price in the analysis. As the data is a stock based data both test with constant and test with trend and constant are used. We also run the test on the log returns which are caluclated by taking the difference of one lagged log of price. This is represented by the variable ld_Price in the analysis. The AIC criterion was used as the measurement criterion for the test instead of the BIC criterion.

Appendix 1 shows the results of the test for the log of the prices. The test with constant and trend has a lower p value and thus that will be analysed. We see that the p value is 7.533e-005 and thus we reject the null hypothsis. We can say that the data is stationary.

Similarly appendix 2 shows the results for the log difference or log returns of the data. The test is only performed with constant and not with trend as these are log returns and there should be no trend in the data. We can see that the p-value is small enough to reject the null hypothesis and the autocorrelation coefficient is merely -0.006. Thus the returns also have a unit root and are thus stationary.

Time series plots

Appendix 3 shows the time series plots of the log of the prices and the log returns of the prices. The trend is evident in the log of the prices as well. There is a general upward trent. The plot has been made using the time series graph of gretl as well. We can also observe the absence of any trend in the log returns and that the rturns are perfectly centred around 0.

Return distribution and Value at risk

Appendix 4 shows the return distribution of the log returns. We can see that the data is evenly distributed in the box plot and there are no exceptionally evidnt outliers. The q-q plot shows that there is a lack of normality in the log returns however.

We move further to calculate the value at risk using the historical returns of the data. In this approach we sort the historical returns in the assending order. The alpha value is calculated as the difference of the confidence level and 100%. Thus a 1% VAR will give a VAR at 99% cnfidenc level, and in a data set of 100 observations the 99th observation will be the 1% VAR. We can see the VAR data in appendix 5.

The 10% VAR is 0.53% which means that any given day there is a 10% chance that the invertor will lose 0.53% or more of their investment in the Walmart Stocks.

Time Series Model

We use the Arima model to fit the time series data. The analysis started from a 1,0,1 model with a constant. The constant was non-significant thus we movet to analysis without constant and finally to a 2,0,2 model. All the results can be found in appendix 6. The Akaike criterion decreased slightly as with the increase in the AR and MA values.

Volatility of the log returns

Garch model was used to analyse the volatility of the log returns. The model, however, failed to converge with the garch p-values in the time series garch model. Thus,the analysis was performed only using the q-values for arch. Two model were tested for q-value of 1 and 2. Appendix 7 shows the results for both. We can see that the moled with q-value of 2 has a lower Akaike criterion an thus that one will be accepted.

Conclusions

The analysis was performed successfully on the data. We found that the data and the log returns both were stationary. However the log returns were not normal. There is the presence of a well explanatory time series model and a model to explain th volatility of the stocks.

The implications of these mean that the stock is a stable stock and can be used for investment. This stock can also be used for the historical analysis of financial events.

Appendix

Appendix 1: ADF test for price log

Augmented Dickey-Fuller test for l_Price

testing down from 21 lags, criterion AIC

sample size 1017

unit-root null hypothesis: a = 1

test with constant

including 8 lags of (1-L)l_Price

model: (1-L)y = b0 + (a-1)*y(-1) + … + e

estimated value of (a – 1): -0.0577376

test statistic: tau_c(1) = -7.13058

asymptotic p-value 1.462e-010

1st-order autocorrelation coeff. for e: -0.006

lagged differences: F(8, 1007) = 112.084 [0.0000]

Augmented Dickey-Fuller regression

OLS, using observations 2015-04-01:2019-02-21 (T = 1017)

Dependent variable: d_l_Price

coefficient std. error t-ratio p-value

————————————————————

const 0.359099 0.0481246 7.462 1.84e-013 ***

l_Price_1 −0.0577376 0.00809718 −7.131 1.46e-010 ***

d_l_Price_1 −0.882153 0.0306338 −28.80 1.61e-133 ***

d_l_Price_2 −0.708304 0.0406938 −17.41 1.60e-059 ***

d_l_Price_3 −0.618177 0.0454318 −13.61 7.88e-039 ***

d_l_Price_4 −0.597775 0.0474781 −12.59 7.30e-034 ***

d_l_Price_5 −0.467763 0.0479209 −9.761 1.44e-021 ***

d_l_Price_6 −0.263955 0.0462392 −5.708 1.50e-08 ***

d_l_Price_7 −0.234812 0.0410989 −5.713 1.46e-08 ***

d_l_Price_8 −0.124460 0.0319438 −3.896 0.0001 ***

AIC: -210.757 BIC: -161.511 HQC: -192.055

with constant and trend

including 17 lags of (1-L)l_Price

model: (1-L)y = b0 + b1*t + (a-1)*y(-1) + … + e

estimated value of (a – 1): -0.10782

test statistic: tau_ct(1) = -5.19093

asymptotic p-value 7.533e-005

1st-order autocorrelation coeff. for e: -0.003

lagged differences: F(17, 988) = 43.573 [0.0000]

Augmented Dickey-Fuller regression

OLS, using observations 2015-04-14:2019-02-21 (T = 1008)

Dependent variable: d_l_Price

coefficient std. error t-ratio p-value

—————————————————————-

const 0.565881 0.0980433 5.772 1.05e-08 ***

l_Price_1 −0.107820 0.0207708 −5.191 7.53e-05 ***

d_l_Price_1 −0.871603 0.0353792 −24.64 7.39e-105 ***

d_l_Price_2 −0.722227 0.0449198 −16.08 7.61e-052 ***

d_l_Price_3 −0.654296 0.0502276 −13.03 6.51e-036 ***

d_l_Price_4 −0.665211 0.0546803 −12.17 7.90e-032 ***

d_l_Price_5 −0.559196 0.0587572 −9.517 1.32e-020 ***

d_l_Price_6 −0.366793 0.0613266 −5.981 3.10e-09 ***

d_l_Price_7 −0.329488 0.0620752 −5.308 1.37e-07 ***

d_l_Price_8 −0.199528 0.0622592 −3.205 0.0014 ***

time 0.000171817 5.55245e-05 3.094 0.0020 ***

AIC: -234.193 BIC: -135.878 HQC: -196.841

Appendix 2: ADF test for log returns

Augmented Dickey-Fuller test for ld_Price

testing down from 21 lags, criterion AIC

sample size 1017

unit-root null hypothesis: a = 1

test with constant

including 7 lags of (1-L)ld_Price

model: (1-L)y = b0 + (a-1)*y(-1) + … + e

estimated value of (a – 1): -4.47132

test statistic: tau_c(1) = -18.606

asymptotic p-value 1.309e-044

1st-order autocorrelation coeff. for e: -0.006

lagged differences: F(7, 1008) = 44.368 [0.0000]

Augmented Dickey-Fuller regression

OLS, using observations 2015-04-01:2019-02-21 (T = 1017)

Dependent variable: d_ld_Price

coefficient std. error t-ratio p-value

————————————————————-

const 0.0194913 0.00707176 2.756 0.0060 ***

ld_Price_1 −4.47132 0.240315 −18.61 1.31e-044 ***

d_ld_Price_1 2.57749 0.225645 11.42 1.67e-028 ***

d_ld_Price_2 1.89484 0.201555 9.401 3.51e-020 ***

d_ld_Price_3 1.33329 0.170395 7.825 1.28e-014 ***

d_ld_Price_4 0.808243 0.136426 5.924 4.30e-09 ***

d_ld_Price_5 0.423804 0.101376 4.181 3.16e-05 ***

d_ld_Price_6 0.245367 0.0658141 3.728 0.0002 ***

d_ld_Price_7 0.0807617 0.0321162 2.515 0.0121 **

AIC: -162.661 BIC: -118.34 HQC: -145.83

Appendix 3: Time series plot

Appendix 4:

Return distribution of log returns

Appendix 5: VAR for log returns of data

Alpha	VAR
0.10%	-4.53%
0.50%	-1.72%
1%	-1.41%
5%	-0.81%
10%	-0.53%

 

Appendix 6: ARIMA model on Price

Model : ARMAX, using observations 2015-03-19:2019-02-21 (T = 1026)

Dependent variable: Price

Standard errors based on Hessian

	Coefficient	Std. Error	z	p-value
const	29.0627	28.6724	1.014	0.3108
phi_1	0.995031	0.00441990	225.1	<0.0001	***
theta_1	−0.953247	0.0126878	−75.13	<0.0001	***
Date	0.791200	0.0471466	16.78	<0.0001	***

Mean dependent var	448.6053		S.D. dependent var	255.9259
Mean of innovations	0.762003		S.D. of innovations	69.12735
Log-likelihood	−5802.453		Akaike criterion	11614.91
Schwarz criterion	11639.57		Hannan-Quinn	11624.27

		Real	Imaginary	Modulus	Frequency
AR
	Root 1	1.0050	0.0000	1.0050	0.0000
MA
	Root 1	1.0490	0.0000	1.0490	0.0000

Model : ARMAX, using observations 2015-03-19:2019-02-21 (T = 1026)

Dependent variable: Price

Standard errors based on Hessian

	Coefficient	Std. Error	z	p-value
phi_1	0.996656	0.00325372	306.3	<0.0001	***
theta_1	−0.954884	0.0116676	−81.84	<0.0001	***
Date	0.815603	0.0440887	18.50	<0.0001	***

Mean dependent var	448.6053		S.D. dependent var	255.9259
Mean of innovations	1.282250		S.D. of innovations	69.14436
Log-likelihood	−5802.857		Akaike criterion	11613.71
Schwarz criterion	11633.45		Hannan-Quinn	11621.20

		Real	Imaginary	Modulus	Frequency
AR
	Root 1	1.0034	0.0000	1.0034	0.0000
MA
	Root 1	1.0472	0.0000	1.0472	0.0000

 

Model : ARMAX, using observations 2015-03-19:2019-02-21 (T = 1026)

Dependent variable: Price

Standard errors based on Hessian

	Coefficient	Std. Error	z	p-value
phi_1	0.307009	0.116794	2.629	0.0086	***
phi_2	0.686013	0.116530	5.887	<0.0001	***
theta_1	−0.339401	0.124385	−2.729	0.0064	***
theta_2	−0.572493	0.120421	−4.754	<0.0001	***
Date	0.817379	0.0443586	18.43	<0.0001	***

Mean dependent var	448.6053		S.D. dependent var	255.9259
Mean of innovations	1.293340		S.D. of innovations	68.75511
Log-likelihood	−5797.069		Akaike criterion	11606.14
Schwarz criterion	11635.74		Hannan-Quinn	11617.37

		Real	Imaginary	Modulus	Frequency
AR
	Root 1	1.0041	0.0000	1.0041	0.0000
	Root 2	-1.4517	0.0000	1.4517	0.5000
MA
	Root 1	1.0581	0.0000	1.0581	0.0000
	Root 2	-1.6509	0.0000	1.6509	0.5000

 

Appendix 7: Garch model results for log returns

Model : GARCH, using observations 2015-03-20:2019-02-21 (T = 1025)

Dependent variable: ld_Price

Standard errors based on Hessian

	Coefficient	Std. Error	z	p-value
alpha(0)	0.0476774	0.00221624	21.51	<0.0001	***
alpha(1)	0.380387	0.0669909	5.678	<0.0001	***

Mean dependent var	0.006634		S.D. dependent var	0.303035
Log-likelihood	22.42607		Akaike criterion	−38.85214
Schwarz criterion	−24.05480		Hannan-Quinn	−33.23487

 

Model : GARCH, using observations 2015-03-20:2019-02-21 (T = 1025)

Dependent variable: ld_Price

Standard errors based on Hessian

coefficient std. error z p-value

——————————————————–

alpha(0) 0.0439076 0.00207741 21.14 3.73e-099 ***

alpha(1) 0.366377 0.0650891 5.629 1.81e-08 ***

alpha(2) 0.0929848 0.0288231 3.226 0.0013 ***

Mean dependent var 0.006634 S.D. dependent var 0.303035

Log-likelihood 40.10924 Akaike criterion −72.21848

Schwarz criterion −52.48869 Hannan-Quinn −64.72878

 

WMT Historical Data

 

Date	Price	Open	High	Low	Vol.	Change %	Log Returns
Mar 18, 2019	99.66	98.33	99.79	98.33	5.77M	1.26%	0.54%
Mar 15, 2019	98.42	98.28	98.51	97.6	14.60M	0.20%	0.09%
Mar 14, 2019	98.22	98.41	98.43	97.59	4.93M	-0.82%	-0.36%
Mar 13, 2019	99.03	98.7	99.35	98.39	5.48M	0.67%	0.29%
Mar 12, 2019	98.37	98.53	98.74	98.05	5.07M	-0.11%	-0.05%
Mar 11, 2019	98.48	98.04	98.58	97.82	5.35M	0.91%	0.39%
Mar 08, 2019	97.59	97.55	98.42	97	5.66M	0.14%	0.06%
Mar 07, 2019	97.45	97.71	98.2	97.23	6.13M	-0.82%	-0.36%
Mar 06, 2019	98.26	98.27	99	97.86	4.70M	-0.08%	-0.04%
Mar 05, 2019	98.34	98.13	99.19	98.09	6.12M	0.50%	0.22%
Mar 04, 2019	97.85	98.12	98.59	97.37	7.68M	-0.08%	-0.04%
Mar 01, 2019	97.93	99.47	99.56	97.12	10.35M	-1.07%	-0.47%
Feb 28, 2019	98.99	98.11	99.47	97.77	11.38M	0.90%	0.39%
Feb 27, 2019	98.11	98.12	98.39	97.59	7.90M	-0.59%	-0.26%
Feb 26, 2019	98.69	99.02	99.06	97.87	8.49M	-0.43%	-0.19%
Feb 25, 2019	99.12	100.12	100.13	99.05	9.23M	-0.43%	-0.19%
Feb 22, 2019	99.55	99.82	100.16	99.14	8.09M	0.16%	0.07%
Feb 21, 2019	99.39	99.66	99.92	98.91	6.41M	-0.49%	-0.21%
Feb 20, 2019	99.88	101.81	102.34	98.65	17.63M	-2.27%	-1.00%
Feb 19, 2019	102.2	102.38	104.18	102.07	20.70M	2.21%	0.95%
Feb 15, 2019	99.99	98.98	100	98.86	9.48M	1.49%	0.64%
Feb 14, 2019	98.52	97.68	99.2	97.02	7.20M	0.59%	0.26%
Feb 13, 2019	97.94	97.3	98	97.09	5.46M	1.00%	0.43%
Feb 12, 2019	96.97	96.82	97.17	96.5	5.88M	0.80%	0.35%
Feb 11, 2019	96.2	95.65	96.35	95.64	5.54M	0.65%	0.28%
Feb 08, 2019	95.58	96.34	96.69	95.14	6.17M	-1.19%	-0.52%
Feb 07, 2019	96.73	95.11	96.82	95	7.01M	1.14%	0.49%
Feb 06, 2019	95.64	95.43	96.01	95.22	4.26M	0.04%	0.02%
Feb 05, 2019	95.6	95.25	95.94	95.02	6.10M	0.88%	0.38%
Feb 04, 2019	94.77	93.86	94.77	93.35	7.27M	0.97%	0.42%
Feb 01, 2019	93.86	95.92	96	93.11	12.59M	-2.06%	-0.90%
Jan 31, 2019	95.83	94.63	96.87	94.63	14.72M	1.09%	0.47%
Jan 30, 2019	94.8	96.68	96.8	94.26	11.85M	-1.97%	-0.87%
Jan 29, 2019	96.71	96.77	97.16	96.51	5.25M	-0.36%	-0.16%
Jan 28, 2019	97.06	96.53	97.07	96.08	5.88M	0.12%	0.05%
Jan 25, 2019	96.94	98.75	98.91	96.75	7.22M	-1.44%	-0.63%
Jan 24, 2019	98.36	98.2	98.46	96.43	7.61M	-0.35%	-0.15%
Jan 23, 2019	98.71	98.87	99.35	97.53	8.35M	1.25%	0.54%
Jan 22, 2019	97.49	97.15	98.43	96.78	8.06M	-0.25%	-0.11%
Jan 18, 2019	97.73	96.95	98.2	96.85	6.12M	1.02%	0.44%
Jan 17, 2019	96.74	96.32	97.21	96.16	5.61M	0.40%	0.18%
Jan 16, 2019	96.35	95.93	96.86	95.83	5.41M	0.10%	0.05%
Jan 15, 2019	96.25	95.47	96.6	95.38	7.06M	1.37%	0.59%
Jan 14, 2019	94.95	94.48	95.45	94.28	7.09M	0.12%	0.05%
Jan 11, 2019	94.84	94.99	95.29	94.55	5.39M	-0.13%	-0.05%
Jan 10, 2019	94.96	93.88	94.98	93.12	9.40M	0.07%	0.03%
Jan 09, 2019	94.89	95.71	96.14	94.77	6.27M	-0.33%	-0.14%
Jan 08, 2019	95.2	95.06	95.75	93.91	7.20M	0.70%	0.30%
Jan 07, 2019	94.54	93.62	95.17	93.18	7.79M	1.18%	0.51%
Jan 04, 2019	93.44	93.21	93.66	92.69	8.03M	0.62%	0.27%
Jan 03, 2019	92.86	93.21	94.71	92.7	8.28M	-0.51%	-0.22%
Jan 02, 2019	93.34	91.64	93.65	91.64	8.15M	0.20%	0.09%
Dec 31, 2018	93.15	92.67	93.39	92.25	7.01M	1.11%	0.48%
Dec 28, 2018	92.13	92.07	93.47	91.64	9.87M	0.59%	0.26%
Dec 27, 2018	91.59	89.75	91.61	88.44	9.88M	1.31%	0.56%
Dec 26, 2018	90.41	86.42	90.42	86.3	10.03M	5.35%	2.26%
Dec 24, 2018	85.82	86.54	87.56	85.78	6.11M	-1.50%	-0.66%
Dec 21, 2018	87.13	86.87	89.47	86.8	14.92M	-0.17%	-0.07%
Dec 20, 2018	87.28	90.11	90.11	86.14	16.37M	-3.61%	-1.60%
Dec 19, 2018	90.55	91.29	93	90.25	12.23M	-0.58%	-0.25%
Dec 18, 2018	91.08	90.8	91.26	90.28	9.61M	0.34%	0.15%
Dec 17, 2018	90.77	91.22	92.01	90.16	9.00M	-1.18%	-0.51%
Dec 14, 2018	91.85	92.05	92.56	91.57	11.49M	-1.19%	-0.52%
Dec 13, 2018	92.96	93.25	93.68	92.43	8.04M	-0.16%	-0.07%
Dec 12, 2018	93.11	94.3	94.3	93.06	9.64M	-0.79%	-0.34%
Dec 11, 2018	93.85	94.25	94.49	93.25	6.45M	-0.10%	-0.04%
Dec 10, 2018	93.94	93.56	94.25	92.34	7.28M	0.80%	0.35%
Dec 07, 2018	93.19	94.5	95.13	92.45	8.50M	-1.67%	-0.73%
Dec 06, 2018	94.77	94.94	95.41	93.1	10.37M	-1.09%	-0.47%
Dec 04, 2018	95.81	98.25	98.96	95.61	10.43M	-2.98%	-1.31%
Dec 03, 2018	98.75	98.02	99.59	97.67	9.08M	1.13%	0.49%
Nov 30, 2018	97.65	97.4	98.43	97.07	10.66M	0.37%	0.16%
Nov 29, 2018	97.29	97.02	97.83	96.74	6.24M	-0.17%	-0.08%
Nov 28, 2018	97.46	95.45	97.62	95.05	10.07M	2.55%	1.09%
Nov 27, 2018	95.04	94.99	95.54	94.41	9.04M	-0.12%	-0.05%
Nov 26, 2018	95.15	95.69	96.07	94.74	10.03M	0.05%	0.02%
Nov 23, 2018	95.1	94.13	95.55	94.13	4.89M	0.99%	0.43%
Nov 21, 2018	94.17	94.36	94.92	93.31	9.35M	0.01%	0.00%
Nov 20, 2018	94.16	94.98	95.2	93.6	12.62M	-2.71%	-1.19%
Nov 19, 2018	96.78	97.94	98.25	96.43	9.21M	-0.93%	-0.41%
Nov 16, 2018	97.69	98.82	99.42	96.92	14.24M	-1.86%	-0.81%
Nov 15, 2018	99.54	102.32	102.8	98.62	16.08M	-1.96%	-0.86%
Nov 14, 2018	101.53	103	103.15	101.01	10.48M	-1.37%	-0.60%
Nov 13, 2018	102.94	103.67	104.15	102.54	7.96M	-0.90%	-0.39%
Nov 12, 2018	103.87	105.5	106.21	103.65	8.94M	-1.60%	-0.70%
Nov 09, 2018	105.56	105	105.9	104.81	8.45M	0.65%	0.28%
Nov 08, 2018	104.88	104.33	105.26	104.03	5.96M	0.54%	0.23%
Nov 07, 2018	104.32	103.66	104.47	103.05	8.67M	0.96%	0.41%
Nov 06, 2018	103.33	102.54	103.44	102.05	6.37M	0.41%	0.18%
Nov 05, 2018	102.91	101.19	103.17	100.63	7.62M	1.55%	0.67%
Nov 02, 2018	101.34	100.88	101.57	100.31	7.30M	0.76%	0.33%
Nov 01, 2018	100.58	99.96	101.17	99.72	7.74M	0.30%	0.13%
Oct 31, 2018	100.28	102.49	102.49	100.11	12.35M	-2.09%	-0.92%
Oct 30, 2018	102.42	100.21	102.6	100.06	12.71M	2.63%	1.13%
Oct 29, 2018	99.8	99.51	101.73	99.09	12.71M	0.87%	0.38%
Oct 26, 2018	98.94	98.81	99.67	98.02	14.93M	-0.24%	-0.11%
Oct 25, 2018	99.18	98.01	99.48	97	10.74M	1.66%	0.72%
Oct 24, 2018	97.56	97.5	99.17	97.28	10.36M	-0.25%	-0.11%
Oct 23, 2018	97.8	96.5	97.98	96.11	9.41M	0.68%	0.29%
Oct 22, 2018	97.14	97.34	97.58	96.74	7.12M	-0.01%	0.00%
Oct 19, 2018	97.15	96	97.65	96	8.95M	1.02%	0.44%
Oct 18, 2018	96.17	96.4	97.25	95.74	11.40M	-0.40%	-0.18%
Oct 17, 2018	96.56	95.18	96.62	94.9	9.54M	0.78%	0.34%
Oct 16, 2018	95.81	94.7	96.07	94.34	11.24M	2.12%	0.91%
Oct 15, 2018	93.82	94.5	94.99	93.82	8.31M	-1.04%	-0.46%
Oct 12, 2018	94.81	94.76	95.17	93.67	8.55M	0.95%	0.41%
Oct 11, 2018	93.92	95.81	96.29	93.6	9.93M	-1.92%	-0.84%
Oct 10, 2018	95.76	96.6	97.85	95.7	9.00M	-1.36%	-0.59%
Oct 09, 2018	97.08	95.64	97.74	95.19	11.60M	2.52%	1.08%
Oct 08, 2018	94.69	93.25	94.93	93.02	5.76M	1.48%	0.64%
Oct 05, 2018	93.31	93.86	94.19	92.89	6.69M	-0.96%	-0.42%
Oct 04, 2018	94.21	94.07	94.5	93.2	6.05M	0.15%	0.06%
Oct 03, 2018	94.07	95.5	95.54	94.04	6.33M	-1.14%	-0.50%
Oct 02, 2018	95.15	93.93	95.61	93.85	7.75M	0.79%	0.34%
Oct 01, 2018	94.4	94.29	94.66	94.04	5.00M	0.52%	0.23%
Sep 28, 2018	93.91	94.28	94.37	93.69	6.31M	-0.23%	-0.10%
Sep 27, 2018	94.13	94.19	94.96	93.82	5.36M	-0.49%	-0.21%
Sep 26, 2018	94.59	95.1	95.58	94.52	5.92M	-0.54%	-0.23%
Sep 25, 2018	95.1	95.99	96.52	94.99	6.19M	0.19%	0.08%
Sep 24, 2018	94.92	95.44	96	94.86	5.34M	-1.02%	-0.45%
Sep 21, 2018	95.9	95.92	96.29	95.63	9.53M	0.16%	0.07%
Sep 20, 2018	95.75	95.35	95.79	94.95	5.55M	0.54%	0.23%
Sep 19, 2018	95.24	95.57	95.89	94.88	5.68M	-0.20%	-0.09%
Sep 18, 2018	95.43	94.46	95.59	94.15	6.76M	0.64%	0.28%
Sep 17, 2018	94.82	94.75	95.48	94.37	5.33M	0.24%	0.11%
Sep 14, 2018	94.59	94.53	94.84	94.35	6.32M	-0.56%	-0.24%
Sep 13, 2018	95.12	95.32	95.62	94.91	7.65M	-0.89%	-0.39%
Sep 12, 2018	95.97	96.26	96.74	95.93	5.90M	-0.69%	-0.30%
Sep 11, 2018	96.64	97.27	97.66	96.49	6.46M	-0.27%	-0.12%
Sep 10, 2018	96.9	96.11	97.19	96.09	8.33M	1.12%	0.48%
Sep 07, 2018	95.83	95.8	96.48	95.64	6.67M	-0.64%	-0.28%
Sep 06, 2018	96.45	96.53	96.72	96.01	6.15M	-0.18%	-0.08%
Sep 05, 2018	96.62	95.67	96.83	95.36	9.47M	1.32%	0.57%
Sep 04, 2018	95.36	95.8	96.27	95.24	8.28M	-0.52%	-0.23%
Aug 31, 2018	95.86	96.19	96.44	95.11	6.32M	-0.25%	-0.11%
Aug 30, 2018	96.1	95.5	96.5	95.45	7.06M	0.48%	0.21%
Aug 29, 2018	95.64	96.28	96.83	95.53	7.86M	-0.45%	-0.19%
Aug 28, 2018	96.07	94.77	96.35	94.53	9.98M	1.62%	0.70%
Aug 27, 2018	94.54	95.26	95.61	94.28	7.04M	-0.43%	-0.19%
Aug 24, 2018	94.95	95.09	95.66	94.35	8.59M	-0.24%	-0.11%
Aug 23, 2018	95.18	95.5	95.86	95.06	6.10M	-0.51%	-0.22%
Aug 22, 2018	95.67	96.2	96.85	95.23	7.77M	-0.43%	-0.19%
Aug 21, 2018	96.08	95.96	96.36	95.36	10.53M	0.08%	0.04%
Aug 20, 2018	96	97.67	98.29	95.95	12.68M	-1.89%	-0.83%
Aug 17, 2018	97.85	97.77	99.67	97.61	16.46M	-0.80%	-0.35%
Aug 16, 2018	98.64	100.11	100.21	97.91	42.63M	9.33%	3.88%
Aug 15, 2018	90.22	90.25	90.41	89.67	8.62M	-0.69%	-0.30%
Aug 14, 2018	90.85	89.64	91.12	89.63	5.84M	1.35%	0.58%
Aug 13, 2018	89.64	90.2	90.54	89.37	5.88M	-0.60%	-0.26%
Aug 10, 2018	90.18	88.7	90.37	88.65	8.24M	1.31%	0.57%
Aug 09, 2018	89.01	89.46	89.63	88.76	4.73M	-1.15%	-0.50%
Aug 08, 2018	90.05	89.97	90.23	89.37	5.04M	0.31%	0.14%
Aug 07, 2018	89.77	89.83	90.36	89.65	4.53M	0.11%	0.05%
Aug 06, 2018	89.67	89.31	89.98	89.12	4.65M	0.08%	0.03%
Aug 03, 2018	89.6	89.19	90.28	89	5.75M	0.95%	0.41%
Aug 02, 2018	88.76	87.94	88.84	87.62	4.31M	0.59%	0.26%
Aug 01, 2018	88.24	88.86	89.13	87.88	5.05M	-1.11%	-0.48%
Jul 31, 2018	89.23	89	89.66	88.8	6.71M	0.39%	0.17%
Jul 30, 2018	88.88	88	88.94	87.89	6.01M	0.85%	0.37%
Jul 27, 2018	88.13	88.64	88.88	88.03	4.68M	-0.11%	-0.05%
Jul 26, 2018	88.23	88.5	89.43	88.18	6.55M	0.38%	0.16%
Jul 25, 2018	87.9	87.27	88.02	87.11	5.80M	-0.07%	-0.03%
Jul 24, 2018	87.96	88.12	88.5	87.61	5.59M	0.38%	0.16%
Jul 23, 2018	87.63	87.65	88.15	87.38	4.15M	-0.49%	-0.21%
Jul 20, 2018	88.06	87.4	88.17	87.2	4.82M	0.39%	0.17%
Jul 19, 2018	87.72	87.86	88.48	87.41	4.88M	-0.40%	-0.17%
Jul 18, 2018	88.07	88.33	89.19	87.94	5.05M	-0.14%	-0.06%
Jul 17, 2018	88.19	87.4	88.7	87.4	5.91M	0.63%	0.27%
Jul 16, 2018	87.64	87.62	87.72	86.83	4.45M	-0.07%	-0.03%
Jul 13, 2018	87.7	86.52	87.99	86.5	6.39M	1.36%	0.59%
Jul 12, 2018	86.52	86.94	87.41	86.22	4.89M	-0.01%	-0.01%
Jul 11, 2018	86.53	87.06	87.15	86.39	5.60M	-0.78%	-0.34%
Jul 10, 2018	87.21	85.93	87.33	85.88	6.05M	1.49%	0.64%
Jul 09, 2018	85.93	85	86.47	84.77	6.58M	1.68%	0.72%
Jul 06, 2018	84.51	84.2	84.86	83.82	5.62M	-0.07%	-0.03%
Jul 05, 2018	84.57	84.94	85.58	84.27	5.37M	0.15%	0.07%
Jul 03, 2018	84.44	84.09	85.05	84.09	4.40M	0.52%	0.23%
Jul 02, 2018	84	85.65	85.94	83.4	8.13M	-1.93%	-0.84%
Jun 29, 2018	85.65	85.9	86.2	85.52	8.26M	-0.24%	-0.11%
Jun 28, 2018	85.86	86.85	87.29	85.69	8.47M	-1.19%	-0.52%
Jun 27, 2018	86.89	85.9	87.49	85.55	10.30M	1.06%	0.46%
Jun 26, 2018	85.98	86.53	87.05	85.76	10.13M	-0.57%	-0.25%
Jun 25, 2018	86.47	84.59	86.6	84.48	15.94M	1.95%	0.84%
Jun 22, 2018	84.82	84.46	84.85	84.1	11.01M	0.72%	0.31%
Jun 21, 2018	84.21	83.4	84.55	82.89	8.09M	0.72%	0.31%
Jun 20, 2018	83.61	83.71	83.82	83.16	7.97M	0.00%	0.00%
Jun 19, 2018	83.61	82.6	83.62	82.37	9.35M	0.73%	0.32%
Jun 18, 2018	83	83.05	83.57	82.82	8.50M	-0.84%	-0.36%
Jun 15, 2018	83.7	83.5	83.99	83.06	12.50M	-0.11%	-0.05%
Jun 14, 2018	83.79	84.22	84.81	83.67	7.52M	-0.36%	-0.16%
Jun 13, 2018	84.09	83.89	84.37	83.85	6.36M	-0.01%	-0.01%
Jun 12, 2018	84.1	84.32	84.59	83.47	8.06M	-0.24%	-0.10%
Jun 11, 2018	84.3	84.41	84.54	83.79	6.25M	-0.07%	-0.03%
Jun 08, 2018	84.36	84.78	85.19	84.14	7.60M	-0.69%	-0.30%
Jun 07, 2018	84.95	84.78	85.76	84.69	7.71M	0.46%	0.20%
Jun 06, 2018	84.56	84.95	85.15	84.35	7.36M	-0.07%	-0.03%
Jun 05, 2018	84.62	85.45	85.47	84.25	8.28M	-0.94%	-0.41%
Jun 04, 2018	85.42	83.5	85.52	83.3	10.92M	2.93%	1.25%
Jun 01, 2018	82.99	83.04	83.42	82.85	5.24M	0.55%	0.24%
May 31, 2018	82.54	83.94	84.31	82.51	11.47M	-1.88%	-0.82%
May 30, 2018	84.12	82.45	84.23	82.26	9.31M	2.09%	0.90%
May 29, 2018	82.4	81.96	82.52	81.81	8.43M	-0.07%	-0.03%
May 25, 2018	82.46	82.85	83.34	82.32	5.91M	-0.47%	-0.20%
May 24, 2018	82.85	83	83	81.78	8.58M	-0.19%	-0.08%
May 23, 2018	83.01	82.95	83.02	82.17	9.40M	-0.43%	-0.19%
May 22, 2018	83.37	84.5	84.81	83.29	8.07M	-1.35%	-0.59%
May 21, 2018	84.51	84.14	84.54	83.82	10.72M	1.04%	0.45%
May 18, 2018	83.64	84.24	84.44	83.49	12.04M	-1.01%	-0.44%
May 17, 2018	84.49	87.04	87.59	83.85	29.72M	-1.90%	-0.83%
May 16, 2018	86.13	84.87	86.62	84.74	13.73M	1.90%	0.82%
May 15, 2018	84.52	84.06	84.88	83.8	9.32M	0.15%	0.07%
May 14, 2018	84.39	83.89	84.79	83.65	9.50M	1.21%	0.52%
May 11, 2018	83.38	82.69	83.52	81.95	9.93M	0.83%	0.36%
May 10, 2018	82.69	82.64	83.77	82.01	15.86M	-0.45%	-0.19%
May 09, 2018	83.06	82.56	83.68	82	32.27M	-3.13%	-1.38%
May 08, 2018	85.74	85.52	85.85	84.92	6.55M	0.32%	0.14%
May 07, 2018	85.47	87.49	87.5	85.27	10.78M	-2.35%	-1.03%
May 04, 2018	87.53	86	88.1	85.36	6.97M	1.51%	0.65%
May 03, 2018	86.23	86.19	86.29	85.12	6.88M	-0.13%	-0.06%
May 02, 2018	86.34	87.13	87.25	86.16	6.08M	-1.22%	-0.53%
May 01, 2018	87.41	87.67	88.01	86.35	6.96M	-1.19%	-0.52%
Apr 30, 2018	88.46	87.94	89.66	87.92	8.69M	1.34%	0.58%
Apr 27, 2018	87.29	87.87	87.9	87.08	5.65M	-0.74%	-0.32%
Apr 26, 2018	87.94	87.17	88.32	86.9	5.78M	0.88%	0.38%
Apr 25, 2018	87.17	86.32	87.7	85.89	6.76M	0.74%	0.32%
Apr 24, 2018	86.53	86.77	86.91	85.57	8.47M	0.50%	0.22%
Apr 23, 2018	86.1	86.89	87.08	86.02	7.36M	-1.01%	-0.44%
Apr 20, 2018	86.98	87.87	88.38	86.67	8.32M	-1.04%	-0.45%
Apr 19, 2018	87.89	87.41	88.04	86.58	6.59M	0.37%	0.16%
Apr 18, 2018	87.57	88.2	88.56	87.51	5.85M	-0.38%	-0.16%
Apr 17, 2018	87.9	87.48	88.17	87.41	6.80M	1.22%	0.53%
Apr 16, 2018	86.84	86.2	87.65	86.12	7.02M	0.95%	0.41%
Apr 13, 2018	86.02	85.89	86.27	85.19	7.56M	0.69%	0.30%
Apr 12, 2018	85.43	86.19	86.83	85.41	6.86M	-0.56%	-0.24%
Apr 11, 2018	85.91	86	86.86	85.8	6.28M	-0.62%	-0.27%
Apr 10, 2018	86.45	86.84	87.1	85.66	9.73M	0.20%	0.09%
Apr 09, 2018	86.28	86.85	87.45	86.24	8.37M	-0.47%	-0.21%
Apr 06, 2018	86.69	86.83	87.9	86.13	6.35M	-1.28%	-0.56%
Apr 05, 2018	87.81	87.6	88.34	87.05	6.38M	0.68%	0.29%
Apr 04, 2018	87.22	85.6	87.5	85.44	6.54M	0.48%	0.21%
Apr 03, 2018	86.8	86.25	86.95	85.55	9.70M	1.46%	0.63%
Apr 02, 2018	85.55	88	88.24	84.84	19.13M	-3.84%	-1.70%
Mar 29, 2018	88.97	87.9	89.34	87.77	9.27M	1.37%	0.59%
Mar 28, 2018	87.77	86.26	88.24	86.19	11.58M	2.00%	0.86%
Mar 27, 2018	86.05	87.96	88.04	85.48	6.55M	-1.66%	-0.73%
Mar 26, 2018	87.5	86.22	87.69	86.11	9.20M	2.44%	1.04%
Mar 23, 2018	85.42	87.35	87.74	85.28	10.13M	-1.97%	-0.87%
Mar 22, 2018	87.14	87.53	88.27	86.99	12.25M	-1.18%	-0.52%
Mar 21, 2018	88.18	87.89	89.68	87.68	11.84M	0.26%	0.11%
Mar 20, 2018	87.95	87.86	88.15	87.37	8.26M	0.57%	0.25%
Mar 19, 2018	87.45	88.91	89.08	87.1	12.05M	-1.93%	-0.85%
Mar 16, 2018	89.17	87.72	90.09	87.5	28.40M	1.90%	0.82%
Mar 15, 2018	87.51	87.68	88.79	85.9	16.62M	-0.18%	-0.08%
Mar 14, 2018	87.67	88.51	88.99	87.5	11.04M	-0.71%	-0.31%
Mar 13, 2018	88.3	88.39	88.9	87.98	7.17M	0.26%	0.11%
Mar 12, 2018	88.07	88.7	89.44	87.88	8.47M	-0.73%	-0.32%
Mar 09, 2018	88.72	88.24	88.72	87.53	9.75M	0.91%	0.39%
Mar 08, 2018	87.92	87.77	88.13	87.34	9.59M	0.21%	0.09%
Mar 07, 2018	87.74	87.98	88.53	87.33	11.45M	-1.48%	-0.65%
Mar 06, 2018	89.06	90.35	90.5	88.63	11.05M	-1.02%	-0.45%
Mar 05, 2018	89.98	88.14	90.5	88.07	13.38M	1.36%	0.59%
Mar 02, 2018	88.77	87.27	88.9	87.24	19.04M	-0.35%	-0.15%
Mar 01, 2018	89.08	90.17	90.18	87.71	18.91M	-1.03%	-0.45%
Feb 28, 2018	90.01	92	92.1	90	14.14M	-1.65%	-0.72%
Feb 27, 2018	91.52	93.63	93.72	91.51	13.38M	-1.72%	-0.75%
Feb 26, 2018	93.12	92.9	93.8	92.22	14.70M	0.25%	0.11%
Feb 23, 2018	92.89	92.88	93.49	91.76	12.79M	0.13%	0.06%
Feb 22, 2018	92.77	91.43	93.39	91.31	20.36M	1.37%	0.59%
Feb 21, 2018	91.52	95.11	95.34	91.24	49.50M	-2.75%	-1.21%
Feb 20, 2018	94.11	96.99	97.94	94.1	52.09M	-10.18%	-4.66%
Feb 16, 2018	104.78	103.09	104.94	101.98	16.06M	1.50%	0.65%
Feb 15, 2018	103.23	102.55	103.64	101.83	7.49M	1.50%	0.65%
Feb 14, 2018	101.7	100.86	102.25	100.21	7.31M	0.71%	0.31%
Feb 13, 2018	100.98	99.33	101.22	99.33	6.62M	1.44%	0.62%
Feb 12, 2018	99.55	100.13	100.44	98.8	9.14M	0.18%	0.08%
Feb 09, 2018	99.37	100.53	101.1	96.43	14.18M	-0.65%	-0.28%
Feb 08, 2018	100.02	103.23	103.48	100	13.98M	-2.75%	-1.21%
Feb 07, 2018	102.85	100.5	104.59	100.01	11.17M	1.93%	0.83%
Feb 06, 2018	100.9	97.64	101.08	97.25	16.41M	0.81%	0.35%
Feb 05, 2018	100.09	103.4	104.61	97.09	12.56M	-4.20%	-1.86%
Feb 02, 2018	104.48	105.15	106.47	104.15	9.25M	-0.99%	-0.43%
Feb 01, 2018	105.52	105.96	106.56	105.18	6.39M	-1.01%	-0.44%
Jan 31, 2018	106.6	107.77	108.18	106.07	9.81M	-1.05%	-0.46%
Jan 30, 2018	107.73	109.14	109.36	107.15	9.18M	-1.66%	-0.73%
Jan 29, 2018	109.55	108.11	109.98	107.99	8.36M	1.07%	0.46%
Jan 26, 2018	108.39	107	108.41	106.68	6.79M	1.68%	0.72%
Jan 25, 2018	106.6	105.85	106.81	105.85	5.86M	0.77%	0.33%
Jan 24, 2018	105.79	106.35	106.44	104.82	6.82M	-0.10%	-0.05%
Jan 23, 2018	105.9	105.29	106.14	104.57	8.29M	0.43%	0.18%
Jan 22, 2018	105.45	104.5	105.45	104.04	7.31M	0.82%	0.36%
Jan 19, 2018	104.59	104.64	104.93	103.66	8.38M	0.28%	0.12%
Jan 18, 2018	104.3	104.74	104.94	103.62	12.31M	1.56%	0.67%
Jan 17, 2018	102.7	101.15	102.94	100.7	8.68M	2.00%	0.86%
Jan 16, 2018	100.69	101.34	101.91	100.34	7.17M	-0.18%	-0.08%
Jan 12, 2018	100.87	100.39	101.44	100.3	6.95M	0.85%	0.37%
Jan 11, 2018	100.02	99.7	100.45	98.78	6.54M	0.35%	0.15%
Jan 10, 2018	99.67	99.75	99.89	98.53	7.93M	-0.72%	-0.31%
Jan 09, 2018	100.39	102.03	102.35	100.31	7.31M	-1.20%	-0.52%
Jan 08, 2018	101.61	100.25	101.75	100.21	8.84M	1.48%	0.64%
Jan 05, 2018	100.13	99.64	100.38	99.61	7.28M	0.59%	0.26%
Jan 04, 2018	99.54	99.54	99.78	98.91	6.83M	0.09%	0.04%
Jan 03, 2018	99.45	98.85	100	98.77	8.90M	0.87%	0.38%
Jan 02, 2018	98.59	99.3	99.79	98.52	10.15M	-0.16%	-0.07%
Dec 29, 2017	98.75	99.4	99.69	98.75	7.14M	-0.65%	-0.28%
Dec 28, 2017	99.4	99.52	99.62	99.12	9.76M	0.14%	0.06%
Dec 27, 2017	99.26	99.56	99.6	98.83	5.14M	0.10%	0.04%
Dec 26, 2017	99.16	98.35	99.44	98.35	4.30M	0.97%	0.42%
Dec 22, 2017	98.21	98.29	98.42	97.68	5.48M	0.15%	0.07%
Dec 21, 2017	98.06	99	99.33	97.98	7.37M	-0.70%	-0.30%
Dec 20, 2017	98.75	99.45	99.65	98.45	10.73M	-0.05%	-0.02%
Dec 19, 2017	98.8	99.91	99.91	98.29	12.01M	0.92%	0.40%
Dec 18, 2017	97.9	97.38	98.17	97.36	7.96M	0.81%	0.35%
Dec 15, 2017	97.11	97.71	98.49	96.91	16.14M	-0.02%	-0.01%
Dec 14, 2017	97.13	98	98.57	97.1	9.39M	-0.64%	-0.28%
Dec 13, 2017	97.76	96.66	97.91	96.55	7.88M	1.10%	0.47%
Dec 12, 2017	96.7	96.85	97.24	96.6	7.81M	-0.24%	-0.10%
Dec 11, 2017	96.93	96.44	97.27	96.29	8.93M	0.39%	0.17%
Dec 08, 2017	96.55	96.67	96.7	96.14	5.82M	-0.24%	-0.10%
Dec 07, 2017	96.78	97.06	97.58	96.65	7.50M	-0.51%	-0.22%
Dec 06, 2017	97.28	97.99	98.14	97.24	7.14M	-0.56%	-0.24%
Dec 05, 2017	97.83	97	97.94	96.92	9.01M	0.85%	0.37%
Dec 04, 2017	97.01	97.73	97.96	96.67	8.96M	-0.35%	-0.15%
Dec 01, 2017	97.35	97.61	97.71	96.23	8.30M	0.12%	0.05%
Nov 30, 2017	97.23	98.09	98.44	96.51	12.85M	-0.34%	-0.15%
Nov 29, 2017	97.56	97.22	98.26	96.88	11.42M	0.82%	0.35%
Nov 28, 2017	96.77	96.59	96.89	95.82	8.71M	0.16%	0.07%
Nov 27, 2017	96.62	96.85	97.65	96.3	8.90M	0.00%	0.00%
Nov 24, 2017	96.62	96.87	97.23	96.53	4.50M	0.22%	0.09%
Nov 22, 2017	96.41	96.65	96.81	96.11	8.92M	-0.11%	-0.05%
Nov 21, 2017	96.52	97.74	97.92	96.32	12.75M	-0.98%	-0.43%
Nov 20, 2017	97.48	96.44	97.64	95.76	16.39M	0.01%	0.00%
Nov 17, 2017	97.47	99.24	100.13	96.58	23.58M	-2.16%	-0.95%
Nov 16, 2017	99.62	95.12	99.68	94.72	38.12M	10.90%	4.49%
Nov 15, 2017	89.83	90.34	90.85	89.65	8.43M	-1.38%	-0.60%
Nov 14, 2017	91.09	90.7	91.2	90.18	9.83M	0.11%	0.05%
Nov 13, 2017	90.99	91.04	91.98	90.87	8.49M	0.08%	0.03%
Nov 10, 2017	90.92	90.24	91.69	90.2	7.65M	0.69%	0.30%
Nov 09, 2017	90.3	89.94	90.57	89.35	6.90M	0.04%	0.02%
Nov 08, 2017	90.26	89.11	90.42	89.1	6.77M	1.47%	0.63%
Nov 07, 2017	88.95	88.87	89.06	88.31	5.35M	0.28%	0.12%
Nov 06, 2017	88.7	89.42	89.68	88.68	5.26M	-1.09%	-0.48%
Nov 03, 2017	89.68	89.02	89.88	88.76	6.51M	0.99%	0.43%
Nov 02, 2017	88.8	88.28	89.17	87.8	5.18M	0.98%	0.42%
Nov 01, 2017	87.94	87.07	88.39	87	6.18M	0.72%	0.31%
Oct 31, 2017	87.31	86.86	87.46	86.6	6.01M	0.41%	0.18%
Oct 30, 2017	86.95	87.94	87.95	86.39	7.05M	-1.38%	-0.61%
Oct 27, 2017	88.17	88.14	88.39	87.15	6.62M	-0.51%	-0.22%
Oct 26, 2017	88.62	88.66	89.11	88.02	6.48M	0.16%	0.07%
Oct 25, 2017	88.48	87.85	88.6	87.43	6.41M	0.57%	0.25%
Oct 24, 2017	87.98	88.69	88.8	87.91	7.70M	-0.76%	-0.33%
Oct 23, 2017	88.65	87.34	88.92	87.26	10.59M	1.38%	0.60%
Oct 20, 2017	87.44	86.6	87.45	86.28	7.62M	1.20%	0.52%
Oct 19, 2017	86.4	86.15	86.66	85.77	7.03M	0.21%	0.09%
Oct 18, 2017	86.22	86.15	86.37	86.01	5.47M	0.28%	0.12%
Oct 17, 2017	85.98	85.5	86.36	85.32	5.85M	0.28%	0.12%
Oct 16, 2017	85.74	86.58	86.62	85.02	9.30M	-1.02%	-0.44%
Oct 13, 2017	86.62	86.24	86.95	86.24	9.39M	0.60%	0.26%
Oct 12, 2017	86.1	85.7	86.37	85.06	12.88M	0.43%	0.19%
Oct 11, 2017	85.73	84.58	86.29	84.1	18.56M	1.90%	0.82%
Oct 10, 2017	84.13	82.68	84.88	82.61	25.12M	4.47%	1.90%
Oct 09, 2017	80.53	79.5	81.38	79.4	13.49M	1.94%	0.83%
Oct 06, 2017	79	78.78	79.17	78.25	6.25M	-0.52%	-0.22%
Oct 05, 2017	79.41	79.17	79.81	79.08	5.14M	0.40%	0.18%
Oct 04, 2017	79.09	79.27	79.78	79.07	6.17M	-0.16%	-0.07%
Oct 03, 2017	79.22	78.83	79.66	78.75	7.94M	0.98%	0.42%
Oct 02, 2017	78.45	77.9	78.83	77.5	7.71M	0.40%	0.17%
Sep 29, 2017	78.14	78.85	79	77.98	10.35M	-1.03%	-0.45%
Sep 28, 2017	78.95	79	79.08	78.12	12.37M	-0.43%	-0.19%
Sep 27, 2017	79.29	79.42	79.57	78.67	6.31M	-0.13%	-0.05%
Sep 26, 2017	79.39	79.04	79.54	78.92	5.84M	0.30%	0.13%
Sep 25, 2017	79.15	78.92	80.1	78.86	8.55M	-0.48%	-0.21%
Sep 22, 2017	79.53	79.89	80.08	79.25	5.76M	-0.60%	-0.26%
Sep 21, 2017	80.01	80.57	80.57	79.72	6.43M	-0.61%	-0.27%
Sep 20, 2017	80.5	80.17	80.56	79.87	5.32M	0.56%	0.24%
Sep 19, 2017	80.05	80.18	80.46	79.7	6.17M	0.06%	0.03%
Sep 18, 2017	80	80.21	81.12	79.95	8.18M	-0.47%	-0.21%
Sep 15, 2017	80.38	79.81	80.75	79.27	13.32M	0.88%	0.38%
Sep 14, 2017	79.68	79.79	79.82	79.22	6.94M	-0.23%	-0.10%
Sep 13, 2017	79.86	79.61	80.68	79.59	8.82M	0.31%	0.14%
Sep 12, 2017	79.61	79.3	79.91	79.17	6.00M	0.67%	0.29%
Sep 11, 2017	79.08	79.15	79.35	78.66	7.00M	0.25%	0.11%
Sep 08, 2017	78.88	79.74	79.88	77.73	10.00M	-1.55%	-0.68%
Sep 07, 2017	80.12	80.32	80.76	80	6.82M	0.05%	0.02%
Sep 06, 2017	80.08	79.88	80.4	79.72	8.43M	0.35%	0.15%
Sep 05, 2017	79.8	77.95	79.89	77.9	12.07M	1.82%	0.79%
Sep 01, 2017	78.37	78.31	78.5	78.21	6.47M	0.38%	0.17%
Aug 31, 2017	78.07	78.6	78.75	78.06	8.19M	-0.60%	-0.26%
Aug 30, 2017	78.54	78.82	79.1	78.52	5.83M	-0.29%	-0.13%
Aug 29, 2017	78.77	77.67	78.98	77.5	7.67M	0.95%	0.41%
Aug 28, 2017	78.03	78.41	78.46	77.86	8.62M	-0.76%	-0.33%
Aug 25, 2017	78.63	78.5	79.09	78.48	9.90M	0.37%	0.16%
Aug 24, 2017	78.34	80.61	80.88	77.85	19.13M	-2.03%	-0.89%
Aug 23, 2017	79.96	80.35	80.56	79.88	7.80M	-0.07%	-0.03%
Aug 22, 2017	80.02	79.8	80.16	79.71	6.55M	0.39%	0.17%
Aug 21, 2017	79.71	79.12	80.07	78.79	9.61M	0.50%	0.22%
Aug 18, 2017	79.31	79.62	80.35	79.28	9.75M	-0.49%	-0.21%
Aug 17, 2017	79.7	78.85	79.81	78.33	17.29M	-1.58%	-0.69%
Aug 16, 2017	80.98	81.27	81.44	80.54	11.54M	0.26%	0.11%
Aug 15, 2017	80.77	80.83	81.4	80.54	7.07M	0.09%	0.04%
Aug 14, 2017	80.7	80.59	81.24	80.5	7.79M	0.37%	0.16%
Aug 11, 2017	80.4	80.73	81.25	80.36	7.91M	-0.32%	-0.14%
Aug 10, 2017	80.66	81.07	81.4	80.55	8.04M	-1.16%	-0.51%
Aug 09, 2017	81.61	81.11	81.99	80.9	6.61M	0.02%	0.01%
Aug 08, 2017	81.59	81.17	81.86	80.9	7.38M	0.38%	0.17%
Aug 07, 2017	81.28	80.57	81.45	80.54	5.48M	0.99%	0.43%
Aug 04, 2017	80.48	81.06	81.4	80.21	7.14M	-0.48%	-0.21%
Aug 03, 2017	80.87	81.34	81.76	80.67	9.95M	0.42%	0.18%
Aug 02, 2017	80.53	80.34	81.11	80.3	8.67M	0.04%	0.02%
Aug 01, 2017	80.5	80.25	80.73	80	5.73M	0.64%	0.28%
Jul 31, 2017	79.99	79.82	80.34	79.69	6.26M	0.23%	0.10%
Jul 28, 2017	79.81	79.8	79.95	79.53	4.98M	0.04%	0.02%
Jul 27, 2017	79.78	78.72	79.86	78.48	8.05M	1.12%	0.48%
Jul 26, 2017	78.9	78.55	79.17	77.94	6.72M	0.48%	0.21%
Jul 25, 2017	78.52	77.61	78.86	77.39	11.50M	2.12%	0.91%
Jul 24, 2017	76.89	76.03	77.16	76.03	7.39M	0.97%	0.42%
Jul 21, 2017	76.15	75.84	76.23	75.55	7.15M	0.17%	0.07%
Jul 20, 2017	76.02	75.98	76.25	75.7	4.97M	0.20%	0.09%
Jul 19, 2017	75.87	76.08	76.22	75.6	5.31M	-0.43%	-0.19%
Jul 18, 2017	76.2	76.25	76.54	76	4.31M	-0.22%	-0.10%
Jul 17, 2017	76.37	76.29	76.87	76.19	8.84M	0.04%	0.02%
Jul 14, 2017	76.34	76.27	76.56	75.91	9.15M	1.72%	0.74%
Jul 13, 2017	75.05	74.67	75.25	74.51	8.16M	1.50%	0.65%
Jul 12, 2017	73.94	73.66	74.21	73.66	5.70M	0.64%	0.28%
Jul 11, 2017	73.47	73.38	74.05	73.33	7.53M	0.33%	0.14%
Jul 10, 2017	73.23	75.15	75.31	73.13	15.07M	-2.79%	-1.23%
Jul 07, 2017	75.33	75.65	75.82	75.05	5.31M	-0.19%	-0.08%
Jul 06, 2017	75.47	75.35	75.97	75.24	6.16M	0.20%	0.09%
Jul 05, 2017	75.32	75.55	75.95	75.17	6.04M	-0.05%	-0.02%
Jul 03, 2017	75.36	75.84	76.34	75.08	4.85M	-0.42%	-0.18%
Jun 30, 2017	75.68	76.08	76.27	75.67	6.96M	-0.33%	-0.14%
Jun 29, 2017	75.93	76.25	76.32	75.48	7.06M	-0.76%	-0.33%
Jun 28, 2017	76.51	76.25	76.8	76.14	6.99M	0.66%	0.28%
Jun 27, 2017	76.01	75.52	76.37	75.45	6.45M	0.68%	0.29%
Jun 26, 2017	75.5	74.95	75.93	74.92	8.59M	0.88%	0.38%
Jun 23, 2017	74.84	75.6	75.78	74.55	13.08M	-0.90%	-0.39%
Jun 22, 2017	75.52	76.03	76.06	75.3	8.11M	-0.94%	-0.41%
Jun 21, 2017	76.24	75.6	76.61	75.58	9.01M	0.93%	0.40%
Jun 20, 2017	75.54	75.88	75.92	75.32	10.02M	0.05%	0.02%
Jun 19, 2017	75.5	75.38	76.01	74.52	16.10M	0.35%	0.15%
Jun 16, 2017	75.24	73.95	75.5	73.29	56.23M	-4.65%	-2.07%
Jun 15, 2017	78.91	79.18	79.3	77.76	11.30M	-1.24%	-0.54%
Jun 14, 2017	79.9	79.52	80.03	79.26	5.01M	0.48%	0.21%
Jun 13, 2017	79.52	79.21	79.57	78.89	5.53M	0.35%	0.15%
Jun 12, 2017	79.24	79.4	80.37	78.84	10.41M	-0.23%	-0.10%
Jun 09, 2017	79.42	79.03	79.56	78.72	9.41M	0.62%	0.27%
Jun 08, 2017	78.93	79.58	80.13	78.23	10.93M	-0.28%	-0.12%
Jun 07, 2017	79.15	79.08	79.5	78.73	8.51M	0.28%	0.12%
Jun 06, 2017	78.93	79.43	79.56	78.26	11.53M	-1.66%	-0.73%
Jun 05, 2017	80.26	79.6	80.47	79.48	10.15M	0.80%	0.35%
Jun 02, 2017	79.62	79.8	79.93	79.22	8.00M	-0.24%	-0.10%
Jun 01, 2017	79.81	78.64	79.81	78.6	8.15M	1.54%	0.66%
May 31, 2017	78.6	78.35	78.92	78.22	8.20M	0.58%	0.25%
May 30, 2017	78.15	78	78.4	77.93	5.41M	0.03%	0.01%
May 26, 2017	78.13	78.37	78.54	77.79	6.13M	-0.23%	-0.10%
May 25, 2017	78.31	78.36	78.85	78.15	6.13M	0.20%	0.09%
May 24, 2017	78.15	78.56	78.61	78.14	7.50M	-0.43%	-0.19%
May 23, 2017	78.49	78.58	78.97	78.44	7.58M	-0.08%	-0.03%
May 22, 2017	78.55	78.65	79	78.3	8.90M	-0.28%	-0.12%
May 19, 2017	78.77	77.97	79.44	77.77	18.58M	1.59%	0.68%
May 18, 2017	77.54	76.89	77.66	76.13	19.17M	3.22%	1.38%
May 17, 2017	75.12	75.05	75.73	74.96	10.97M	0.01%	0.01%
May 16, 2017	75.11	76.19	76.27	75.08	8.37M	-1.55%	-0.68%
May 15, 2017	76.29	75.8	76.47	75.8	8.84M	0.77%	0.33%
May 12, 2017	75.71	75.95	76.25	75.37	5.89M	-0.55%	-0.24%
May 11, 2017	76.13	76.35	76.72	75.92	8.35M	-0.74%	-0.32%
May 10, 2017	76.7	76.33	76.78	76.19	7.51M	-0.03%	-0.01%
May 09, 2017	76.72	76.44	77.05	76.33	8.26M	0.79%	0.34%
May 08, 2017	76.12	76.5	76.52	76.07	6.51M	-0.50%	-0.22%
May 05, 2017	76.5	76.42	76.6	76.18	5.60M	0.21%	0.09%
May 04, 2017	76.34	75.93	76.39	75.83	5.50M	0.77%	0.33%
May 03, 2017	75.76	75.4	75.88	75.18	5.52M	0.32%	0.14%
May 02, 2017	75.52	75.3	75.71	75.25	7.32M	0.39%	0.17%
May 01, 2017	75.23	75.09	75.72	75.09	6.17M	0.07%	0.03%
Apr 28, 2017	75.18	75.24	75.44	74.93	7.33M	-0.34%	-0.15%
Apr 27, 2017	75.44	75.54	75.7	75.02	6.05M	0.01%	0.01%
Apr 26, 2017	75.43	75.27	75.77	75.17	6.95M	0.51%	0.22%
Apr 25, 2017	75.05	74.97	75.17	74.86	5.72M	0.36%	0.16%
Apr 24, 2017	74.78	75.08	75.4	74.42	7.81M	-0.21%	-0.09%
Apr 21, 2017	74.94	74.74	75.11	74.6	5.76M	0.19%	0.08%
Apr 20, 2017	74.8	74.14	75.11	74.11	7.68M	0.99%	0.43%
Apr 19, 2017	74.07	74.1	74.38	73.86	5.94M	0.24%	0.11%
Apr 18, 2017	73.89	73.54	74.1	73.48	6.63M	0.54%	0.24%
Apr 17, 2017	73.49	73.16	73.58	73.15	5.47M	0.46%	0.20%
Apr 13, 2017	73.15	73.37	73.66	73.15	5.34M	-0.39%	-0.17%
Apr 12, 2017	73.44	73.55	73.83	73.25	6.63M	0.01%	0.01%
Apr 11, 2017	73.43	73	73.45	72.93	5.81M	0.51%	0.22%
Apr 10, 2017	73.06	72.99	73.48	72.73	7.50M	0.22%	0.10%
Apr 07, 2017	72.9	72.1	72.99	71.8	10.77M	2.06%	0.88%
Apr 06, 2017	71.43	71.7	72.1	71.38	5.94M	-0.31%	-0.13%
Apr 05, 2017	71.65	71.64	72.31	71.56	6.35M	-0.50%	-0.22%
Apr 04, 2017	72.01	71.74	72.06	71.53	5.57M	0.25%	0.11%
Apr 03, 2017	71.83	72.08	72.53	71.78	8.29M	-0.35%	-0.15%
Mar 31, 2017	72.08	71.32	72.56	71.23	9.94M	0.68%	0.30%
Mar 30, 2017	71.59	70.69	71.72	70.64	8.14M	1.20%	0.52%
Mar 29, 2017	70.74	70.35	71.18	70.31	6.99M	0.60%	0.26%
Mar 28, 2017	70.32	69.33	70.37	69.33	7.25M	0.95%	0.41%
Mar 27, 2017	69.66	69.52	70.07	69.36	5.79M	0.07%	0.03%
Mar 24, 2017	69.61	69.99	70.17	69.53	5.86M	-0.36%	-0.16%
Mar 23, 2017	69.86	70.2	70.31	69.75	6.90M	-0.56%	-0.24%
Mar 22, 2017	70.25	70.03	70.34	69.72	6.46M	0.50%	0.22%
Mar 21, 2017	69.9	70.17	70.4	69.69	8.75M	-0.11%	-0.05%
Mar 20, 2017	69.98	70.14	70.45	69.71	7.47M	0.13%	0.06%
Mar 17, 2017	69.89	70.58	70.75	69.81	14.08M	-0.78%	-0.34%
Mar 16, 2017	70.44	70.11	70.7	70.07	7.06M	-0.20%	-0.09%
Mar 15, 2017	70.58	70.5	70.7	70.02	8.81M	-0.20%	-0.09%
Mar 14, 2017	70.72	70.82	71.2	70.72	9.96M	1.10%	0.48%
Mar 13, 2017	69.95	69.99	70.45	69.71	6.80M	-0.21%	-0.09%
Mar 10, 2017	70.1	70	70.36	69.8	7.10M	0.34%	0.15%
Mar 09, 2017	69.86	69.75	70.04	69.56	7.56M	0.09%	0.04%
Mar 08, 2017	69.8	69.69	70.03	69.54	7.98M	-0.10%	-0.04%
Mar 07, 2017	69.87	69.9	70.21	69.86	7.28M	-0.01%	-0.01%
Mar 06, 2017	69.88	70	70.44	69.78	9.18M	-0.21%	-0.09%
Mar 03, 2017	70.03	70.81	71.02	69.88	9.30M	-1.03%	-0.45%
Mar 02, 2017	70.76	70.42	70.9	70.17	8.92M	0.44%	0.19%
Mar 01, 2017	70.45	70.97	71.08	70.15	13.52M	-0.68%	-0.29%
Feb 28, 2017	70.93	70.87	71	70	15.95M	-1.13%	-0.49%
Feb 27, 2017	71.74	72.28	72.42	71.53	9.25M	-0.90%	-0.39%
Feb 24, 2017	72.39	71.34	72.8	71.3	13.89M	1.51%	0.65%
Feb 23, 2017	71.31	72	72.5	71.16	12.80M	-0.56%	-0.24%
Feb 22, 2017	71.71	72.25	72.37	71.48	15.24M	0.36%	0.16%
Feb 21, 2017	71.45	71.21	72.28	70.7	22.41M	3.00%	1.28%
Feb 17, 2017	69.37	68.83	69.78	68.69	12.84M	0.73%	0.31%
Feb 16, 2017	68.87	68.67	69.24	68.61	8.41M	0.26%	0.11%
Feb 15, 2017	68.69	67.76	68.71	67.76	8.56M	0.04%	0.02%
Feb 14, 2017	68.66	67.88	68.68	67.71	8.46M	1.31%	0.57%
Feb 13, 2017	67.77	68.32	68.65	67.56	8.37M	-0.37%	-0.16%
Feb 10, 2017	68.02	68.25	68.6	67.76	12.45M	-1.53%	-0.67%
Feb 09, 2017	69.08	67.8	69.14	67.75	11.08M	1.87%	0.81%
Feb 08, 2017	67.81	66.89	67.82	66.89	7.66M	1.38%	0.59%
Feb 07, 2017	66.89	66.56	67	66.51	5.81M	0.74%	0.32%
Feb 06, 2017	66.4	66.37	66.86	66.37	9.10M	-0.15%	-0.07%
Feb 03, 2017	66.5	66.82	66.93	66.44	7.63M	-0.30%	-0.13%
Feb 02, 2017	66.7	66.34	67.14	66.34	9.00M	0.71%	0.31%
Feb 01, 2017	66.23	66.46	66.71	66.04	9.05M	-0.76%	-0.33%
Jan 31, 2017	66.74	66.21	66.89	65.88	9.32M	0.48%	0.21%
Jan 30, 2017	66.42	65.63	66.48	65.63	8.64M	1.16%	0.50%
Jan 27, 2017	65.66	66.86	66.97	65.28	13.43M	-1.60%	-0.70%
Jan 26, 2017	66.73	67.13	67.22	66.62	6.50M	-0.24%	-0.10%
Jan 25, 2017	66.89	67.52	67.73	66.79	8.72M	-0.76%	-0.33%
Jan 24, 2017	67.4	66.89	67.41	66.66	10.71M	1.13%	0.49%
Jan 23, 2017	66.65	67.01	67.18	66.56	7.95M	-0.79%	-0.34%
Jan 20, 2017	67.18	67.74	67.83	67.02	12.05M	-0.65%	-0.28%
Jan 19, 2017	67.62	68.13	68.19	67.48	6.82M	-0.72%	-0.31%
Jan 18, 2017	68.11	67.88	68.11	67.54	7.32M	-0.45%	-0.20%
Jan 17, 2017	68.42	68.09	69.29	68.06	13.17M	1.92%	0.83%
Jan 13, 2017	67.13	67.98	68.02	67.08	10.01M	-1.24%	-0.54%
Jan 12, 2017	67.97	68.36	68.56	67.92	6.54M	-0.82%	-0.36%
Jan 11, 2017	68.53	68.2	68.62	68.19	6.70M	0.44%	0.19%
Jan 10, 2017	68.23	68.64	69.27	68.22	10.26M	-0.70%	-0.30%
Jan 09, 2017	68.71	68.33	68.8	68.32	8.69M	0.66%	0.29%
Jan 06, 2017	68.26	68.41	68.5	68.01	9.49M	-1.37%	-0.60%
Jan 05, 2017	69.21	68.43	69.33	68.12	7.10M	0.22%	0.09%
Jan 04, 2017	69.06	68.66	69.63	68.6	7.92M	0.58%	0.25%
Jan 03, 2017	68.66	69.24	69.24	68.05	10.47M	-0.67%	-0.29%
Dec 30, 2016	69.12	69.12	69.43	68.83	6.89M	-0.20%	-0.09%
Dec 29, 2016	69.26	69.21	69.52	69.12	4.30M	-0.07%	-0.03%
Dec 28, 2016	69.31	69.94	70	69.26	4.88M	-0.56%	-0.24%
Dec 27, 2016	69.7	69.3	69.81	69.25	4.44M	0.23%	0.10%
Dec 23, 2016	69.54	69.43	69.75	69.36	4.80M	-0.07%	-0.03%
Dec 22, 2016	69.59	71.24	71.24	69.21	12.11M	-2.32%	-1.02%
Dec 21, 2016	71.24	71.66	72	71.24	5.10M	-0.81%	-0.35%
Dec 20, 2016	71.82	71.73	71.93	71.51	6.11M	0.34%	0.15%
Dec 19, 2016	71.58	70.84	71.75	70.84	5.89M	0.85%	0.37%
Dec 16, 2016	70.98	71.07	71.64	70.59	17.84M	-0.14%	-0.06%
Dec 15, 2016	71.08	71.22	71.8	71.03	7.14M	-0.36%	-0.16%
Dec 14, 2016	71.34	71.9	72.48	71.18	8.67M	-0.64%	-0.28%
Dec 13, 2016	71.8	71.67	72.23	71.61	8.89M	0.18%	0.08%
Dec 12, 2016	71.67	70.07	71.78	70.02	9.08M	2.27%	0.97%
Dec 09, 2016	70.08	70.27	70.43	69.74	10.76M	-0.37%	-0.16%
Dec 08, 2016	70.34	70.48	70.9	70.32	6.84M	-0.37%	-0.16%
Dec 07, 2016	70.6	69.93	70.65	69.9	6.97M	0.34%	0.15%
Dec 06, 2016	70.36	70.01	70.39	69.5	7.78M	0.60%	0.26%
Dec 05, 2016	69.94	70.9	70.99	69.81	10.53M	-1.33%	-0.58%
Dec 02, 2016	70.88	70.58	70.95	70.45	6.67M	0.30%	0.13%
Dec 01, 2016	70.67	70.25	70.73	70.05	6.85M	0.34%	0.15%
Nov 30, 2016	70.43	70.92	71.16	70.17	9.33M	-1.32%	-0.58%
Nov 29, 2016	71.37	71.38	71.79	71.2	7.31M	0.25%	0.11%
Nov 28, 2016	71.19	70.93	71.52	70.8	7.10M	-0.06%	-0.02%
Nov 25, 2016	71.23	71.11	71.65	70.98	4.23M	0.56%	0.24%
Nov 23, 2016	70.83	70.22	70.89	70.18	7.44M	1.01%	0.44%
Nov 22, 2016	70.12	69.73	70.42	69.73	10.98M	1.08%	0.47%
Nov 21, 2016	69.37	68.61	69.4	68.42	8.36M	1.21%	0.52%
Nov 18, 2016	68.54	68.93	69.4	68.44	11.14M	-0.94%	-0.41%
Nov 17, 2016	69.19	69.08	69.52	68.12	23.44M	-3.08%	-1.36%
Nov 16, 2016	71.39	71.75	72.06	71.33	11.19M	-0.04%	-0.02%
Nov 15, 2016	71.42	70.79	71.42	70.35	9.73M	1.32%	0.57%
Nov 14, 2016	70.49	71.16	71.31	70.19	12.92M	-1.04%	-0.45%
Nov 11, 2016	71.23	71.11	71.28	70.6	8.22M	-0.22%	-0.10%
Nov 10, 2016	71.39	71.25	72.09	71	14.32M	0.41%	0.18%
Nov 09, 2016	71.1	69.3	71.5	69.29	16.78M	1.88%	0.81%
Nov 08, 2016	69.79	69.71	70.04	69.47	7.62M	0.01%	0.01%
Nov 07, 2016	69.78	69.62	69.84	69.16	9.76M	0.90%	0.39%
Nov 04, 2016	69.16	69.71	69.94	69.13	7.26M	-0.67%	-0.29%
Nov 03, 2016	69.63	69.63	70.08	69.35	6.80M	0.26%	0.11%
Nov 02, 2016	69.45	69.2	69.97	69.2	7.65M	0.22%	0.09%
Nov 01, 2016	69.3	69.98	70.06	69.14	8.84M	-1.03%	-0.45%
Oct 31, 2016	70.02	70.06	70.17	69.85	6.39M	0.04%	0.02%
Oct 28, 2016	69.99	69.8	70.21	69.73	6.95M	0.23%	0.10%
Oct 27, 2016	69.83	69.6	70	69.39	7.13M	0.34%	0.15%
Oct 26, 2016	69.59	69.3	69.81	69.14	5.05M	0.33%	0.14%
Oct 25, 2016	69.36	69.01	69.87	69	7.63M	0.25%	0.11%
Oct 24, 2016	69.19	68.62	69.37	68.39	7.16M	1.24%	0.54%
Oct 21, 2016	68.34	68.34	68.63	67.99	7.84M	-0.57%	-0.25%
Oct 20, 2016	68.73	68.98	69.08	68.57	6.29M	-0.23%	-0.10%
Oct 19, 2016	68.89	69.22	69.34	68.69	7.12M	0.03%	0.01%
Oct 18, 2016	68.87	68.57	68.98	68.23	7.86M	0.95%	0.41%
Oct 17, 2016	68.22	68.65	68.65	67.8	7.49M	-0.34%	-0.15%
Oct 14, 2016	68.45	68.42	68.81	68.21	6.42M	0.32%	0.14%
Oct 13, 2016	68.23	67.19	68.54	67.07	9.19M	1.14%	0.49%
Oct 12, 2016	67.46	67.74	67.91	67.37	8.94M	0.10%	0.05%
Oct 11, 2016	67.39	67.95	67.96	67.3	8.59M	-0.87%	-0.38%
Oct 10, 2016	67.98	68.75	68.96	67.75	8.99M	-1.05%	-0.46%
Oct 07, 2016	68.7	69.26	69.47	68.17	12.65M	-0.95%	-0.42%
Oct 06, 2016	69.36	70.2	70.43	68.89	20.11M	-3.22%	-1.42%
Oct 05, 2016	71.67	71.87	72.27	71.6	6.46M	-0.11%	-0.05%
Oct 04, 2016	71.75	72	72.57	71.55	6.57M	-0.36%	-0.16%
Oct 03, 2016	72.01	71.83	72.14	71.6	5.86M	-0.15%	-0.07%
Sep 30, 2016	72.12	71.5	72.45	71.4	9.98M	1.97%	0.85%
Sep 29, 2016	70.73	71.57	71.71	70.62	8.00M	-1.48%	-0.65%
Sep 28, 2016	71.79	72.22	72.32	71.38	6.18M	-0.75%	-0.33%
Sep 27, 2016	72.33	71.93	72.49	71.58	6.34M	0.99%	0.43%
Sep 26, 2016	71.62	72.31	72.33	71.52	5.95M	-1.01%	-0.44%
Sep 23, 2016	72.35	72.6	72.77	72.34	7.70M	0.11%	0.05%
Sep 22, 2016	72.27	72.43	72.54	71.99	5.87M	0.11%	0.05%
Sep 21, 2016	72.19	72.18	72.54	71.51	6.68M	0.31%	0.13%
Sep 20, 2016	71.97	72.15	72.55	71.9	5.91M	-0.17%	-0.07%
Sep 19, 2016	72.09	72.64	72.87	72.09	6.92M	-1.07%	-0.47%
Sep 16, 2016	72.87	72.32	72.96	72.22	13.94M	0.65%	0.28%
Sep 15, 2016	72.4	71.48	72.56	71.26	7.33M	1.23%	0.53%
Sep 14, 2016	71.52	71.62	72.06	71.4	6.98M	0.08%	0.04%
Sep 13, 2016	71.46	71.84	71.91	71.15	7.51M	-0.67%	-0.29%
Sep 12, 2016	71.94	70.79	72.24	70.72	10.86M	2.33%	1.00%
Sep 09, 2016	70.3	71.32	71.51	70.3	12.17M	-2.13%	-0.94%
Sep 08, 2016	71.83	71.89	72.32	71.71	9.66M	-0.32%	-0.14%
Sep 07, 2016	72.06	73	73.05	72.01	9.62M	-1.29%	-0.56%
Sep 06, 2016	73	72.76	73.08	72.2	9.57M	0.69%	0.30%
Sep 02, 2016	72.5	72.99	73.19	72.42	8.08M	-0.47%	-0.20%
Sep 01, 2016	72.84	71.57	72.86	71.41	11.76M	1.96%	0.84%
Aug 31, 2016	71.44	71.46	71.64	71.15	6.31M	0.18%	0.08%
Aug 30, 2016	71.31	71.76	71.76	71.15	5.77M	-0.13%	-0.05%
Aug 29, 2016	71.4	71.14	71.66	71.1	7.47M	0.37%	0.16%
Aug 26, 2016	71.14	71.41	71.69	70.89	10.04M	-0.11%	-0.05%
Aug 25, 2016	71.22	72.37	72.58	71.05	10.51M	-1.40%	-0.61%
Aug 24, 2016	72.23	71.97	72.75	71.76	10.05M	0.36%	0.16%
Aug 23, 2016	71.97	72.89	73.07	71.96	9.39M	-1.00%	-0.44%
Aug 22, 2016	72.7	73.06	73.14	72.45	10.31M	-0.15%	-0.07%
Aug 19, 2016	72.81	74.1	74.29	72.67	15.35M	-2.01%	-0.88%
Aug 18, 2016	74.3	74.94	75.19	73.87	26.86M	1.88%	0.81%
Aug 17, 2016	72.93	71.99	72.95	71.99	14.34M	0.05%	0.02%
Aug 16, 2016	72.89	72.59	73.31	72.21	9.76M	-0.59%	-0.26%
Aug 15, 2016	73.32	73.81	74.01	73.11	9.64M	-0.77%	-0.34%
Aug 12, 2016	73.89	73.8	74.12	73.56	9.99M	0.12%	0.05%
Aug 11, 2016	73.8	74.5	74.8	73.53	6.29M	-0.20%	-0.09%
Aug 10, 2016	73.95	73.57	74.51	73.39	8.05M	0.56%	0.24%
Aug 09, 2016	73.54	73.36	73.88	73.08	6.43M	0.27%	0.12%
Aug 08, 2016	73.34	74	74.07	73.04	6.58M	-0.57%	-0.25%
Aug 05, 2016	73.76	73.46	73.95	73.46	5.42M	0.63%	0.27%
Aug 04, 2016	73.3	72.8	73.49	72.59	4.94M	0.49%	0.21%
Aug 03, 2016	72.94	73	73.4	72.51	6.57M	-0.26%	-0.11%
Aug 02, 2016	73.13	73.7	73.72	72.63	6.51M	-0.88%	-0.38%
Aug 01, 2016	73.78	72.81	73.99	72.81	5.87M	1.11%	0.48%
Jul 29, 2016	72.97	73.17	73.25	72.76	6.30M	-0.37%	-0.16%
Jul 28, 2016	73.24	73.14	73.32	72.47	4.60M	-0.11%	-0.05%
Jul 27, 2016	73.32	73.66	73.82	73.14	5.78M	-0.56%	-0.24%
Jul 26, 2016	73.73	73.71	74.07	73.41	5.25M	-0.03%	-0.01%
Jul 25, 2016	73.75	73.55	73.83	73.41	4.73M	0.27%	0.12%
Jul 22, 2016	73.55	73.76	73.91	73.42	4.32M	0.04%	0.02%
Jul 21, 2016	73.52	73.43	73.66	73.14	4.43M	-0.37%	-0.16%
Jul 20, 2016	73.79	73.88	74.11	73.63	5.28M	0.18%	0.08%
Jul 19, 2016	73.66	73.64	73.96	73.58	4.80M	-0.24%	-0.11%
Jul 18, 2016	73.84	73.64	74.18	73.53	5.46M	0.23%	0.10%
Jul 15, 2016	73.67	73.98	74.01	73.44	5.99M	-0.04%	-0.02%
Jul 14, 2016	73.7	73.79	74.11	73.61	6.65M	0.11%	0.05%
Jul 13, 2016	73.62	73.25	73.63	72.94	6.40M	0.48%	0.21%
Jul 12, 2016	73.27	73.56	73.73	73	12.36M	-1.07%	-0.47%
Jul 11, 2016	74.06	73.67	74.35	73.5	9.04M	0.30%	0.13%
Jul 08, 2016	73.84	73.82	73.85	73.24	9.13M	0.42%	0.18%
Jul 07, 2016	73.53	73.73	73.93	73.15	7.49M	-0.39%	-0.17%
Jul 06, 2016	73.82	73.26	73.98	73.17	11.06M	0.93%	0.40%
Jul 05, 2016	73.14	72.75	73.62	72.68	10.75M	0.45%	0.20%
Jul 01, 2016	72.81	73.13	73.17	72.42	7.64M	-0.29%	-0.13%
Jun 30, 2016	73.02	72.57	73.19	72.32	8.71M	0.77%	0.33%
Jun 29, 2016	72.46	71.63	72.49	71.56	7.01M	1.33%	0.57%
Jun 28, 2016	71.51	71.76	71.87	70.67	8.56M	0.01%	0.01%
Jun 27, 2016	71.5	71.64	71.77	70.88	11.35M	-0.64%	-0.28%
Jun 24, 2016	71.96	70.55	72.72	70.51	15.12M	-0.19%	-0.08%
Jun 23, 2016	72.1	72.2	72.24	71.78	6.97M	0.49%	0.21%
Jun 22, 2016	71.75	71.6	72.25	71.56	8.46M	0.41%	0.18%
Jun 21, 2016	71.46	70.95	71.72	70.95	6.67M	0.51%	0.22%
Jun 20, 2016	71.1	71.31	71.78	71.05	7.14M	0.21%	0.09%
Jun 17, 2016	70.95	71.05	71.31	70.4	18.06M	-0.49%	-0.21%
Jun 16, 2016	71.3	71	71.46	70.8	6.71M	0.25%	0.11%
Jun 15, 2016	71.12	71.2	71.61	71	8.02M	0.24%	0.10%
Jun 14, 2016	70.95	70.66	71.17	70.2	9.07M	0.60%	0.26%
Jun 13, 2016	70.53	71	71.18	70.48	7.91M	-0.86%	-0.37%
Jun 10, 2016	71.14	71	71.41	70.68	7.51M	0.07%	0.03%
Jun 09, 2016	71.09	71.36	71.59	70.85	6.07M	-0.27%	-0.12%
Jun 08, 2016	71.28	70.85	71.45	70.8	6.14M	0.35%	0.15%
Jun 07, 2016	71.03	71.1	71.31	70.85	7.36M	-0.03%	-0.01%
Jun 06, 2016	71.05	71.52	71.55	71	9.02M	0.25%	0.11%
Jun 03, 2016	70.87	70.57	71.05	70.52	6.37M	-0.11%	-0.05%
Jun 02, 2016	70.95	70.5	71	70.14	6.51M	0.64%	0.28%
Jun 01, 2016	70.5	70.5	70.91	70.41	7.22M	-0.40%	-0.17%
May 31, 2016	70.78	70.58	71	70.48	8.39M	0.04%	0.02%
May 27, 2016	70.75	70.86	70.89	70.49	5.77M	-0.14%	-0.06%
May 26, 2016	70.85	70.69	71.38	70.6	8.69M	0.52%	0.23%
May 25, 2016	70.48	70.25	71	70.24	7.27M	0.34%	0.15%
May 24, 2016	70.24	69.65	70.42	69.55	8.83M	1.06%	0.46%
May 23, 2016	69.5	69.6	70.06	69.44	10.10M	-0.52%	-0.22%
May 20, 2016	69.86	69.33	70.14	68.85	16.75M	0.95%	0.41%
May 19, 2016	69.2	68.1	69.33	67.5	35.08M	9.58%	3.97%
May 18, 2016	63.15	63.02	63.78	62.72	22.26M	-3.00%	-1.32%
May 17, 2016	65.1	66.06	66.27	64.88	9.25M	-1.39%	-0.61%
May 16, 2016	66.02	64.86	66.35	64.68	10.18M	1.66%	0.72%
May 13, 2016	64.94	66.48	66.55	64.65	13.74M	-2.86%	-1.26%
May 12, 2016	66.85	66.55	67.05	66.38	9.53M	0.66%	0.29%
May 11, 2016	66.41	67.47	67.5	65.61	14.60M	-3.46%	-1.53%
May 10, 2016	68.79	68.92	69.13	68.45	6.40M	-0.23%	-0.10%
May 09, 2016	68.95	68.25	69.1	68.16	8.66M	1.03%	0.44%
May 06, 2016	68.25	66.91	68.26	66.8	9.83M	1.55%	0.67%
May 05, 2016	67.21	66.97	67.25	66.58	8.09M	0.03%	0.01%
May 04, 2016	67.19	66.85	67.49	66.44	6.03M	0.28%	0.12%
May 03, 2016	67	66.86	67.5	66.75	5.92M	-0.87%	-0.38%
May 02, 2016	67.59	66.62	67.7	66.53	7.61M	1.08%	0.47%
Apr 29, 2016	66.87	68.73	68.82	66.36	12.10M	-2.96%	-1.31%
Apr 28, 2016	68.91	69.07	69.62	68.75	4.78M	-0.73%	-0.32%
Apr 27, 2016	69.42	69.49	69.78	68.99	5.15M	0.17%	0.08%
Apr 26, 2016	69.3	69.7	69.89	69.1	6.65M	-0.24%	-0.11%
Apr 25, 2016	69.47	68.55	69.5	68.06	5.90M	1.09%	0.47%
Apr 22, 2016	68.72	68.82	68.94	68.28	6.22M	0.37%	0.16%
Apr 21, 2016	68.47	69.47	69.68	68.24	6.62M	-1.07%	-0.47%
Apr 20, 2016	69.21	69.76	69.99	69.13	5.41M	-0.80%	-0.35%
Apr 19, 2016	69.77	69.79	70.08	69.5	8.20M	-0.13%	-0.06%
Apr 18, 2016	69.86	69.05	69.9	68.85	6.62M	1.16%	0.50%
Apr 15, 2016	69.06	68.94	69.41	68.94	7.58M	0.38%	0.16%
Apr 14, 2016	68.8	69.15	69.24	68.15	6.98M	-0.51%	-0.22%
Apr 13, 2016	69.15	69.01	69.42	68.87	6.26M	0.51%	0.22%
Apr 12, 2016	68.8	67.57	68.87	67.45	7.73M	2.08%	0.89%
Apr 11, 2016	67.4	68.01	68.37	67.38	7.87M	-0.97%	-0.42%
Apr 08, 2016	68.06	68.31	68.39	67.86	6.52M	-0.23%	-0.10%
Apr 07, 2016	68.22	68.83	68.93	67.94	6.11M	-1.19%	-0.52%
Apr 06, 2016	69.04	68.7	69.06	68.52	5.36M	0.58%	0.25%
Apr 05, 2016	68.64	69.03	69.25	68.27	5.78M	-0.67%	-0.29%
Apr 04, 2016	69.1	69	69.37	68.92	6.82M	0.06%	0.03%
Apr 01, 2016	69.06	68.02	69.2	68.02	6.60M	0.83%	0.36%
Mar 31, 2016	68.49	68.75	69.19	68.47	6.28M	-0.45%	-0.20%
Mar 30, 2016	68.8	68.33	69	68.29	7.21M	1.13%	0.49%
Mar 29, 2016	68.03	68.15	68.21	67.43	6.49M	-0.13%	-0.06%
Mar 28, 2016	68.12	67.93	68.58	67.93	5.60M	0.18%	0.08%
Mar 24, 2016	68	67.43	68.04	67.38	6.30M	0.80%	0.35%
Mar 23, 2016	67.46	68.01	68.1	67.44	6.11M	-0.60%	-0.26%
Mar 22, 2016	67.87	68	68.68	67.79	7.51M	-0.15%	-0.06%
Mar 21, 2016	67.97	67.03	68.38	66.97	9.42M	1.52%	0.66%
Mar 18, 2016	66.95	67.48	68.03	66.75	23.15M	-0.74%	-0.32%
Mar 17, 2016	67.45	67.82	68.92	67.26	11.84M	-0.79%	-0.35%
Mar 16, 2016	67.99	67.94	68.34	67.25	8.22M	-0.15%	-0.06%
Mar 15, 2016	68.09	67	68.35	67	7.57M	1.08%	0.47%
Mar 14, 2016	67.36	67.15	67.67	66.96	6.71M	0.28%	0.12%
Mar 11, 2016	67.17	67.77	67.94	66.8	8.29M	-0.36%	-0.15%
Mar 10, 2016	67.41	67.55	68.03	66.4	10.23M	-0.18%	-0.08%
Mar 09, 2016	67.53	67.79	67.99	67.12	7.82M	-0.75%	-0.33%
Mar 08, 2016	68.04	67.73	68.47	67.48	10.07M	0.22%	0.10%
Mar 07, 2016	67.89	66.62	68.48	66.27	12.83M	1.66%	0.72%
Mar 04, 2016	66.78	66.14	67.28	66.09	10.01M	0.97%	0.42%
Mar 03, 2016	66.14	65.95	66.2	64.88	11.85M	-0.11%	-0.05%
Mar 02, 2016	66.21	66.21	66.67	66	9.17M	-0.38%	-0.16%
Mar 01, 2016	66.46	66.65	66.89	66	10.43M	0.18%	0.08%
Feb 29, 2016	66.34	66.63	66.95	66.22	9.35M	-0.26%	-0.11%
Feb 26, 2016	66.51	68.08	68.2	66.3	10.98M	-2.25%	-0.99%
Feb 25, 2016	68.04	67.45	68.13	67.33	9.58M	1.37%	0.59%
Feb 24, 2016	67.12	66.19	67.33	65.72	10.29M	0.96%	0.42%
Feb 23, 2016	66.48	65.84	66.6	65.28	11.43M	1.30%	0.56%
Feb 22, 2016	65.63	64.96	66.14	64.96	10.59M	1.50%	0.65%
Feb 19, 2016	64.66	63.89	64.77	63.44	15.56M	0.84%	0.36%
Feb 18, 2016	64.12	63.74	64.78	62.35	27.89M	-3.01%	-1.33%
Feb 17, 2016	66.11	66.1	66.61	65.81	12.43M	0.32%	0.14%
Feb 16, 2016	65.9	66.61	66.8	65.5	11.36M	-0.42%	-0.18%
Feb 12, 2016	66.18	65.52	66.25	64.87	9.70M	1.32%	0.57%
Feb 11, 2016	65.32	65.02	65.76	64.78	11.19M	-0.71%	-0.31%
Feb 10, 2016	65.79	66.19	66.59	65.64	9.71M	-0.03%	-0.01%
Feb 09, 2016	65.81	65.49	66.41	64.68	14.64M	-1.63%	-0.71%
Feb 08, 2016	66.9	66.5	67.15	65.16	20.74M	-0.15%	-0.06%
Feb 05, 2016	67	66.86	67.53	65.88	14.20M	0.87%	0.38%
Feb 04, 2016	66.42	65.76	66.55	65.01	12.83M	0.23%	0.10%
Feb 03, 2016	66.27	67.31	67.5	65.07	12.32M	-0.88%	-0.38%
Feb 02, 2016	66.86	67.3	67.84	66.28	13.59M	-0.95%	-0.41%
Feb 01, 2016	67.5	65.91	67.93	65.89	14.73M	1.72%	0.74%
Jan 29, 2016	66.36	64.75	66.53	64.74	16.44M	3.33%	1.42%
Jan 28, 2016	64.22	64.03	64.51	63.43	11.28M	0.42%	0.18%
Jan 27, 2016	63.95	64.1	65.18	63.89	10.21M	-0.08%	-0.03%
Jan 26, 2016	64	63.36	64.47	63.26	9.44M	0.87%	0.37%
Jan 25, 2016	63.45	62.78	63.82	62.55	12.82M	1.21%	0.52%
Jan 22, 2016	62.69	62.44	63.26	62.13	9.20M	1.31%	0.56%
Jan 21, 2016	61.88	60.98	62.79	60.91	12.09M	1.71%	0.74%
Jan 20, 2016	60.84	61.8	62.33	60.2	17.37M	-2.75%	-1.21%
Jan 19, 2016	62.56	62.25	62.8	62.01	13.05M	1.02%	0.44%
Jan 15, 2016	61.93	61.55	62.47	61.26	15.17M	-1.79%	-0.79%
Jan 14, 2016	63.06	62	63.62	61.82	12.93M	1.84%	0.79%
Jan 13, 2016	61.92	63.73	63.73	61.83	13.73M	-2.67%	-1.18%
Jan 12, 2016	63.62	64.38	64.73	63.43	12.20M	-0.93%	-0.41%
Jan 11, 2016	64.22	63.76	64.47	63.62	12.65M	1.07%	0.46%
Jan 08, 2016	63.54	65.08	65.41	63.41	17.77M	-2.29%	-1.01%
Jan 07, 2016	65.03	62.97	65.23	62.92	26.43M	2.33%	1.00%
Jan 06, 2016	63.55	62.48	63.95	62.47	16.56M	1.00%	0.43%
Jan 05, 2016	62.92	62.03	63.05	61.85	13.33M	2.38%	1.02%
Jan 04, 2016	61.46	60.5	61.49	60.36	11.99M	0.26%	0.11%
Dec 31, 2015	61.3	61.33	61.72	61.17	6.58M	-0.62%	-0.27%
Dec 30, 2015	61.68	61.66	61.87	61.49	5.72M	0.11%	0.05%
Dec 29, 2015	61.61	61	61.75	60.98	7.88M	1.42%	0.61%
Dec 28, 2015	60.75	60.58	60.97	60.5	5.42M	-0.13%	-0.06%
Dec 24, 2015	60.83	60.78	61.1	60.68	2.48M	-0.43%	-0.19%
Dec 23, 2015	61.09	61	61.12	60.44	7.52M	0.91%	0.39%
Dec 22, 2015	60.54	59.79	60.7	59.61	9.27M	1.66%	0.72%
Dec 21, 2015	59.55	58.82	59.58	58.67	9.65M	1.19%	0.51%
Dec 18, 2015	58.85	58.93	59.4	58.75	16.26M	-0.22%	-0.10%
Dec 17, 2015	58.98	60.33	60.33	58.97	12.98M	-2.19%	-0.96%
Dec 16, 2015	60.3	60.11	60.65	59.7	9.96M	1.11%	0.48%
Dec 15, 2015	59.64	60.64	60.84	59.57	14.62M	-1.24%	-0.54%
Dec 14, 2015	60.39	59.3	60.44	59.07	14.52M	1.74%	0.75%
Dec 11, 2015	59.36	59.05	59.53	58.81	9.74M	-0.34%	-0.15%
Dec 10, 2015	59.56	59.13	60.09	59.09	11.36M	0.73%	0.31%
Dec 09, 2015	59.13	59.26	60.11	58.9	8.98M	-0.81%	-0.35%
Dec 08, 2015	59.61	60.07	60.49	59.5	10.38M	-1.47%	-0.64%
Dec 07, 2015	60.5	59.57	60.73	59.57	11.60M	1.41%	0.61%
Dec 04, 2015	59.66	59.05	59.85	59.03	10.44M	1.05%	0.45%
Dec 03, 2015	59.04	58.69	59.66	58.59	15.84M	1.18%	0.51%
Dec 02, 2015	58.35	58.61	59.29	58.31	13.59M	-1.08%	-0.47%
Dec 01, 2015	58.99	59.13	59.29	58.65	12.20M	0.25%	0.11%
Nov 30, 2015	58.84	59.87	60.06	58.73	14.94M	-1.75%	-0.77%
Nov 27, 2015	59.89	60.44	60.69	59.87	5.34M	-0.58%	-0.25%
Nov 25, 2015	60.24	60	60.71	59.88	7.82M	0.53%	0.23%
Nov 24, 2015	59.92	59.95	60.41	59.86	12.45M	-0.56%	-0.25%
Nov 23, 2015	60.26	60.29	60.73	59.88	10.58M	0.32%	0.14%
Nov 20, 2015	60.07	60.98	61.47	60.02	12.37M	-1.04%	-0.45%
Nov 19, 2015	60.7	61.12	61.36	60.43	11.57M	-0.38%	-0.16%
Nov 18, 2015	60.93	60.04	61.07	59.55	14.88M	1.69%	0.73%
Nov 17, 2015	59.92	59.34	60.9	59.2	24.68M	3.54%	1.51%
Nov 16, 2015	57.87	56.39	58.03	56.36	13.32M	2.57%	1.10%
Nov 13, 2015	56.42	56.74	57.06	56.3	12.51M	-0.93%	-0.41%
Nov 12, 2015	56.95	57.64	57.77	56.92	9.55M	-1.09%	-0.48%
Nov 11, 2015	57.58	58.5	58.73	57.47	8.69M	-1.87%	-0.82%
Nov 10, 2015	58.68	58.31	58.71	58.31	7.61M	0.32%	0.14%
Nov 09, 2015	58.49	58.5	58.78	58.02	8.44M	-0.49%	-0.21%
Nov 06, 2015	58.78	58.92	59.2	58.31	9.98M	0.29%	0.13%
Nov 05, 2015	58.61	58.51	58.98	58.42	8.86M	0.41%	0.18%
Nov 04, 2015	58.37	58.58	58.76	58.19	10.06M	0.45%	0.19%
Nov 03, 2015	58.11	57.57	58.33	57.53	10.25M	0.87%	0.38%
Nov 02, 2015	57.61	57.29	57.61	56.77	10.72M	0.65%	0.28%
Oct 30, 2015	57.24	57.73	58.12	57.24	15.81M	-1.24%	-0.54%
Oct 29, 2015	57.96	57.72	58.12	57.48	12.86M	0.56%	0.24%
Oct 28, 2015	57.64	57.66	57.72	57.16	11.83M	0.28%	0.12%
Oct 27, 2015	57.48	58.01	58.04	57.38	10.51M	-0.93%	-0.41%
Oct 26, 2015	58.02	58.4	58.45	57.97	10.84M	-0.48%	-0.21%
Oct 23, 2015	58.3	59.19	59.28	58.22	13.04M	-1.02%	-0.44%
Oct 22, 2015	58.9	58.94	59.96	58.64	14.59M	0.44%	0.19%
Oct 21, 2015	58.64	58.8	59.03	58.57	13.14M	-0.19%	-0.08%
Oct 20, 2015	58.75	58.86	59	58.57	10.42M	-0.17%	-0.07%
Oct 19, 2015	58.85	58.79	59.3	58.5	17.81M	-0.07%	-0.03%
Oct 16, 2015	58.89	59.47	59.49	58.37	26.20M	-0.74%	-0.32%
Oct 15, 2015	59.33	59.7	60.47	58.61	46.25M	-1.17%	-0.51%
Oct 14, 2015	60.03	66.61	67.95	60.02	80.90M	-10.04%	-4.60%
Oct 13, 2015	66.73	66.62	66.94	66.26	8.86M	-0.30%	-0.13%
Oct 12, 2015	66.93	66.67	67	66.58	5.64M	0.36%	0.16%
Oct 09, 2015	66.69	66.94	67.02	66.5	6.75M	-0.28%	-0.12%
Oct 08, 2015	66.88	66.23	66.99	66.15	5.97M	0.78%	0.34%
Oct 07, 2015	66.36	65.84	66.36	65.77	7.19M	1.04%	0.45%
Oct 06, 2015	65.68	65.54	65.95	65.18	7.41M	-0.29%	-0.13%
Oct 05, 2015	65.87	65.21	65.92	65.14	6.30M	1.37%	0.59%
Oct 02, 2015	64.98	63.76	64.98	63.41	7.08M	1.10%	0.48%
Oct 01, 2015	64.27	64.76	64.94	63.88	7.84M	-0.88%	-0.38%
Sep 30, 2015	64.84	64.43	64.94	63.93	7.98M	1.66%	0.72%
Sep 29, 2015	63.78	63.75	64.04	63.23	7.64M	0.19%	0.08%
Sep 28, 2015	63.66	63.6	63.95	63.48	9.39M	-0.19%	-0.08%
Sep 25, 2015	63.78	64.07	64.46	63.62	7.16M	-0.08%	-0.03%
Sep 24, 2015	63.83	63.36	63.98	63.3	6.96M	0.17%	0.07%
Sep 23, 2015	63.72	63.72	63.93	63.12	5.88M	0.20%	0.09%
Sep 22, 2015	63.59	63.23	63.82	62.91	8.80M	-0.20%	-0.09%
Sep 21, 2015	63.72	63.75	64	63.37	7.12M	0.60%	0.26%
Sep 18, 2015	63.34	63.75	64.23	63.26	12.89M	-1.75%	-0.77%
Sep 17, 2015	64.47	64.7	65.29	64.16	7.13M	-0.34%	-0.15%
Sep 16, 2015	64.69	64.6	64.77	64.05	5.63M	0.58%	0.25%
Sep 15, 2015	64.32	64.48	64.7	64.05	6.86M	0.06%	0.03%
Sep 14, 2015	64.28	64.65	64.67	63.82	6.96M	-0.57%	-0.25%
Sep 11, 2015	64.65	64.18	64.68	63.99	8.06M	0.83%	0.36%
Sep 10, 2015	64.12	64.07	64.65	63.83	14.52M	-1.54%	-0.67%
Sep 09, 2015	65.12	66.86	67.01	65.01	9.46M	-1.90%	-0.83%
Sep 08, 2015	66.38	65.23	66.5	65.18	17.71M	3.90%	1.66%
Sep 04, 2015	63.89	64.07	64.3	63.51	9.23M	-1.50%	-0.65%
Sep 03, 2015	64.86	64.72	65.01	64.39	8.52M	0.65%	0.28%
Sep 02, 2015	64.44	64.59	64.94	64.06	9.51M	0.97%	0.42%
Sep 01, 2015	63.82	63.8	64.31	63.27	13.39M	-1.41%	-0.61%
Aug 31, 2015	64.73	64.82	65	64.29	8.18M	-0.32%	-0.14%
Aug 28, 2015	64.94	66.09	66.12	64.45	14.30M	-1.73%	-0.76%
Aug 27, 2015	66.08	65.32	66.18	64.95	13.91M	1.93%	0.83%
Aug 26, 2015	64.83	64.23	64.85	63.02	13.93M	2.74%	1.17%
Aug 25, 2015	63.1	65.45	65.71	63	14.80M	-1.33%	-0.58%
Aug 24, 2015	63.95	63.74	66.16	61.5	22.24M	-3.89%	-1.72%
Aug 21, 2015	66.54	67.91	68.31	66.54	15.75M	-2.76%	-1.22%
Aug 20, 2015	68.43	68.08	69.3	67.94	9.86M	-0.20%	-0.09%
Aug 19, 2015	68.57	68.87	69.39	67.77	16.33M	-1.31%	-0.57%
Aug 18, 2015	69.48	70	70.5	69.24	21.31M	-3.38%	-1.49%
Aug 17, 2015	71.91	71.83	72.23	71.76	7.60M	-0.65%	-0.28%
Aug 14, 2015	72.38	72.3	72.6	72.04	5.91M	0.37%	0.16%
Aug 13, 2015	72.11	72.4	72.77	71.97	7.65M	-0.65%	-0.28%
Aug 12, 2015	72.58	71.53	72.66	71.27	8.90M	0.90%	0.39%
Aug 11, 2015	71.93	71.25	72.37	71.15	6.83M	0.63%	0.27%
Aug 10, 2015	71.48	71.5	71.75	71.34	6.02M	0.32%	0.14%
Aug 07, 2015	71.25	72.71	72.83	71.17	7.80M	-2.12%	-0.93%
Aug 06, 2015	72.79	73.35	73.38	72.66	6.37M	-0.98%	-0.43%
Aug 05, 2015	73.51	72.39	73.69	72.25	8.72M	1.74%	0.75%
Aug 04, 2015	72.25	72.42	72.8	71.93	5.87M	0.10%	0.04%
Aug 03, 2015	72.18	71.84	72.38	71.84	5.13M	0.28%	0.12%
Jul 31, 2015	71.98	72.44	72.49	71.66	7.93M	-0.25%	-0.11%
Jul 30, 2015	72.16	72.03	72.53	71.78	4.60M	-0.10%	-0.04%
Jul 29, 2015	72.23	72.25	72.63	72.09	4.94M	0.18%	0.08%
Jul 28, 2015	72.1	71.53	72.39	71.23	8.59M	1.01%	0.44%
Jul 27, 2015	71.38	71.38	71.65	71.01	6.20M	-0.28%	-0.12%
Jul 24, 2015	71.58	72.53	72.56	71.5	5.95M	-1.28%	-0.56%
Jul 23, 2015	72.51	73.07	73.22	72.42	4.25M	-0.89%	-0.39%
Jul 22, 2015	73.16	72.78	73.82	72.78	6.96M	0.58%	0.25%
Jul 21, 2015	72.74	73.1	73.29	72.53	6.44M	-0.49%	-0.21%
Jul 20, 2015	73.1	73.35	73.44	73.06	5.09M	-0.40%	-0.17%
Jul 17, 2015	73.39	73.74	74.07	73.31	5.68M	-0.60%	-0.26%
Jul 16, 2015	73.83	73.97	74.14	73.76	5.23M	0.24%	0.11%
Jul 15, 2015	73.65	73.59	73.9	73.19	4.57M	-0.19%	-0.08%
Jul 14, 2015	73.79	73.98	74.09	73.48	5.52M	-0.12%	-0.05%
Jul 13, 2015	73.88	73.51	74.11	73.51	6.08M	1.04%	0.45%
Jul 10, 2015	73.12	73.08	73.55	73.08	5.58M	0.47%	0.20%
Jul 09, 2015	72.78	73.67	73.73	72.71	8.70M	-0.38%	-0.17%
Jul 08, 2015	73.06	73.3	73.59	72.9	7.79M	-0.99%	-0.43%
Jul 07, 2015	73.79	72.66	73.86	72	12.42M	1.74%	0.75%
Jul 06, 2015	72.53	71.38	72.69	71.38	10.54M	0.93%	0.40%
Jul 02, 2015	71.86	72.02	72.56	71.66	6.59M	-0.03%	-0.01%
Jul 01, 2015	71.88	71.6	71.95	70.36	10.77M	1.34%	0.58%
Jun 30, 2015	70.93	71.81	71.81	70.78	11.10M	-0.69%	-0.30%
Jun 29, 2015	71.42	71.8	72	71.41	8.19M	-0.97%	-0.42%
Jun 26, 2015	72.12	71.96	72.46	71.87	6.90M	0.36%	0.16%
Jun 25, 2015	71.86	72.45	72.63	71.83	5.29M	-0.72%	-0.31%
Jun 24, 2015	72.38	72.56	72.65	72.14	7.34M	-0.26%	-0.11%
Jun 23, 2015	72.57	72.89	72.94	72.34	7.88M	-0.30%	-0.13%
Jun 22, 2015	72.79	72.98	73.19	72.69	6.49M	0.07%	0.03%
Jun 19, 2015	72.74	72.8	73.22	72.7	14.55M	-0.33%	-0.14%
Jun 18, 2015	72.98	72.74	73.48	72.74	8.38M	0.34%	0.15%
Jun 17, 2015	72.73	72.63	72.9	72.34	5.70M	0.53%	0.23%
Jun 16, 2015	72.35	72.22	72.58	71.72	6.22M	0.58%	0.25%
Jun 15, 2015	71.93	72.2	72.4	71.7	7.57M	-0.69%	-0.30%
Jun 12, 2015	72.43	72.74	72.9	72.4	7.25M	-0.70%	-0.30%
Jun 11, 2015	72.94	73.23	73.67	72.84	7.42M	0.01%	0.01%
Jun 10, 2015	72.93	72.71	73.33	72.34	11.22M	0.63%	0.27%
Jun 09, 2015	72.47	72.7	72.85	72.36	8.34M	-0.19%	-0.08%
Jun 08, 2015	72.61	73.43	73.49	72.6	9.59M	-0.62%	-0.27%
Jun 05, 2015	73.06	74.17	74.27	72.98	10.64M	-1.47%	-0.64%
Jun 04, 2015	74.15	74.46	74.98	73.95	8.98M	-0.99%	-0.43%
Jun 03, 2015	74.89	74.7	75.2	74.47	6.09M	0.48%	0.21%
Jun 02, 2015	74.53	74.54	75	74.42	5.80M	-0.27%	-0.12%
Jun 01, 2015	74.73	74.69	75.08	74.41	5.65M	0.62%	0.27%
May 29, 2015	74.27	74.82	74.88	74.15	6.38M	-0.76%	-0.33%
May 28, 2015	74.84	75.07	75.16	74.65	5.03M	-0.47%	-0.20%
May 27, 2015	75.19	75.01	75.51	75	6.99M	0.39%	0.17%
May 26, 2015	74.9	75.77	75.83	74.81	10.57M	-1.27%	-0.55%
May 22, 2015	75.86	76.2	76.38	75.86	6.82M	-0.33%	-0.14%
May 21, 2015	76.11	75.8	76.42	75.56	6.76M	0.28%	0.12%
May 20, 2015	75.9	76.48	76.5	75.83	10.54M	-0.69%	-0.30%
May 19, 2015	76.43	78.18	78.36	76.23	22.46M	-4.37%	-1.94%
May 18, 2015	79.92	79.37	79.94	79.16	8.30M	0.86%	0.37%
May 15, 2015	79.24	78.71	79.25	78.57	6.62M	0.66%	0.29%
May 14, 2015	78.72	78.37	78.77	78.02	6.17M	0.72%	0.31%
May 13, 2015	78.16	79.18	79.43	77.98	8.42M	-1.01%	-0.44%
May 12, 2015	78.96	78.02	79.48	77.87	8.45M	1.10%	0.48%
May 11, 2015	78.1	78.32	78.61	78.03	3.74M	-0.55%	-0.24%
May 08, 2015	78.53	78.6	79.25	78.4	5.35M	0.64%	0.28%
May 07, 2015	78.03	77.73	78.34	77.3	5.54M	0.49%	0.21%
May 06, 2015	77.65	77.92	78.12	77.17	5.48M	-0.61%	-0.27%
May 05, 2015	78.13	79.01	79.01	78.06	5.86M	-1.33%	-0.58%
May 04, 2015	79.18	78.98	79.55	78.46	6.67M	0.74%	0.32%
May 01, 2015	78.6	78.2	78.76	78.17	5.00M	0.70%	0.30%
Apr 30, 2015	78.05	77.83	78.48	77.59	8.80M	0.22%	0.09%
Apr 29, 2015	77.88	78.7	78.78	77.79	7.11M	-1.54%	-0.68%
Apr 28, 2015	79.1	79.46	79.48	78.77	4.90M	-0.34%	-0.15%
Apr 27, 2015	79.37	79.77	79.86	79.29	6.45M	-0.59%	-0.26%
Apr 24, 2015	79.84	79.38	80.93	79.24	6.87M	0.83%	0.36%
Apr 23, 2015	79.18	78.38	79.54	78.2	7.47M	0.96%	0.41%
Apr 22, 2015	78.43	77.73	78.64	77.55	7.59M	0.51%	0.22%
Apr 21, 2015	78.03	78.61	78.84	77.91	6.20M	-0.14%	-0.06%
Apr 20, 2015	78.14	78.39	78.83	78.02	8.85M	0.33%	0.14%
Apr 17, 2015	77.88	78.94	79.15	77.55	11.82M	-1.72%	-0.75%
Apr 16, 2015	79.24	79.5	79.89	79.13	8.02M	-0.63%	-0.27%
Apr 15, 2015	79.74	80.58	80.98	79.65	6.20M	-0.51%	-0.22%
Apr 14, 2015	80.15	80.29	80.42	79.68	5.53M	-0.17%	-0.08%
Apr 13, 2015	80.29	80.4	80.92	80.27	4.70M	-0.45%	-0.19%
Apr 10, 2015	80.65	80.86	81	80.55	5.48M	-0.24%	-0.10%
Apr 09, 2015	80.84	80.84	81.39	80.58	3.92M	-0.23%	-0.10%
Apr 08, 2015	81.03	80.39	81.23	80.36	6.69M	0.66%	0.28%
Apr 07, 2015	80.5	81.09	81.29	80.46	6.61M	-0.61%	-0.26%
Apr 06, 2015	80.99	80.46	81.33	80.15	6.38M	0.32%	0.14%
Apr 02, 2015	80.73	80.73	81.31	80.55	5.80M	0.02%	0.01%
Apr 01, 2015	80.71	82.28	82.28	80.43	8.31M	-1.87%	-0.82%
Mar 31, 2015	82.25	82.39	83.04	82.25	5.59M	-0.34%	-0.15%
Mar 30, 2015	82.53	81.7	82.8	81.43	5.70M	1.45%	0.63%
Mar 27, 2015	81.35	81.85	82.18	81.25	5.72M	-0.66%	-0.29%
Mar 26, 2015	81.89	80.93	82.31	80.65	8.27M	0.70%	0.30%
Mar 25, 2015	81.32	83.09	83.25	81.31	6.65M	-2.08%	-0.91%
Mar 24, 2015	83.05	83.19	83.71	82.96	5.36M	-0.31%	-0.14%
Mar 23, 2015	83.31	83.18	83.9	83.12	6.51M	0.08%	0.04%
Mar 20, 2015	83.24	81.83	83.49	81.71	12.37M	2.11%	0.91%
Mar 19, 2015	81.52	82.33	82.44	81.37	7.21M	-1.22%	-0.53%
Mar 18, 2015	82.53	81.98	82.96	81.16	10.25M	-0.11%	-0.05%
Mar 17, 2015	82.62	82.98	83.01	82.24	4.80M	-0.80%	-0.35%
Mar 16, 2015	83.29	82.45	83.37	82.44	6.52M	1.70%	0.73%
Mar 13, 2015	81.9	81.95	82.25	81.29	4.76M	0.00%	0.00%
Mar 12, 2015	81.9	80.81	82.12	80.78	5.23M	1.50%	0.65%
Mar 11, 2015	80.69	81.82	81.97	80.54	6.16M	-1.68%	-0.74%
Mar 10, 2015	82.07	82.27	82.5	82.07	6.31M	-0.98%	-0.43%
Mar 09, 2015	82.88	82.59	83.34	82.54	4.67M	0.35%	0.15%
Mar 06, 2015	82.59	82.81	83.1	82.38	5.73M	-1.17%	-0.51%
Mar 05, 2015	83.57	83.15	83.87	82.96	6.00M	1.20%	0.52%
Mar 04, 2015	82.58	83.21	83.21	82.2	6.21M	-0.95%	-0.41%
Mar 03, 2015	83.37	83.66	83.82	83.17	6.46M	-0.70%	-0.31%
Mar 02, 2015	83.96	83.89	84	83.2	6.06M	0.04%	0.02%
Feb 27, 2015	83.93	83.72	84.16	83.4	5.88M	0.16%	0.07%
Feb 26, 2015	83.8	83.85	83.86	83.27	5.89M	0.28%	0.12%
Feb 25, 2015	83.57	84.63	84.72	83.52	6.81M	-1.18%	-0.52%
Feb 24, 2015	84.57	84.52	84.82	83.92	5.20M	-0.04%	-0.02%
Feb 23, 2015	84.6	84.39	84.86	84.23	6.73M	0.36%	0.15%
Feb 20, 2015	84.3	82.73	84.38	82.55	13.84M	0.93%	0.40%
Feb 19, 2015	83.52	84.5	84.8	83.39	18.65M	-3.21%

 

Sigma	VAR
0.10%	-4.53%
0.50%	-1.72%
1%	-1.41%
5%	-0.81%
10%	-0.53%

 

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