Alternatives

Comparison to yfinance¶

In [1]:

import os

import pandas as pd
from IPython.core.interactiveshell import InteractiveShell

from yahooquery import Ticker
import yfinance as yf

InteractiveShell.ast_node_interactivity = "all"
pd.options.display.float_format = '{:,}'.format
pd.options.display.max_columns = None
pd.set_option('display.max_rows', 100)

import os import pandas as pd from IPython.core.interactiveshell import InteractiveShell from yahooquery import Ticker import yfinance as yf InteractiveShell.ast_node_interactivity = "all" pd.options.display.float_format = '{:,}'.format pd.options.display.max_columns = None pd.set_option('display.max_rows', 100)

In [2]:

symbol = 'aapl'

YF_aapl = yf.Ticker('aapl')
YQ_aapl = Ticker('aapl')

symbol = 'aapl' YF_aapl = yf.Ticker('aapl') YQ_aapl = Ticker('aapl')

Financials¶

yfinance¶

In [3]:

%%time
attrs = ['cashflow', 'balance_sheet', 'financials']
yf_d = {}
for attr in attrs:
    df = getattr(YF_aapl, attr)
    yf_d[attr] = df.shape[0]

%%time attrs = ['cashflow', 'balance_sheet', 'financials'] yf_d = {} for attr in attrs: df = getattr(YF_aapl, attr) yf_d[attr] = df.shape[0]

Wall time: 3.15 s

yahooquery¶

In [4]:

%%time
methods = ['cash_flow', 'balance_sheet', 'income_statement']
yq_d = {}
for method in methods:
    df = getattr(YQ_aapl, method)()
    df.set_index(['asOfDate', 'periodType'], inplace=True)
    df = df.T
    yq_d[method] = df.shape[0]

%%time methods = ['cash_flow', 'balance_sheet', 'income_statement'] yq_d = {} for method in methods: df = getattr(YQ_aapl, method)() df.set_index(['asOfDate', 'periodType'], inplace=True) df = df.T yq_d[method] = df.shape[0]

Wall time: 1.34 s

In [5]:

# Comparison of the number of items returned for each
cash_flow = yf_d.pop('cashflow')
income_statement = yf_d.pop('financials')
yf_d.update({'cash_flow': cash_flow, 'income_statement': income_statement})
pd.DataFrame({'yahooquery': yq_d, 'yfinance': yf_d})

# Comparison of the number of items returned for each cash_flow = yf_d.pop('cashflow') income_statement = yf_d.pop('financials') yf_d.update({'cash_flow': cash_flow, 'income_statement': income_statement}) pd.DataFrame({'yahooquery': yq_d, 'yfinance': yf_d})

Out[5]:

	yahooquery	yfinance
cash_flow	26	19
balance_sheet	66	25
income_statement	39	22

Yahooquery retrieves more cash flow, balance sheet, and income statement data than yfinance and quicker!

Historical Pricing¶

In [6]:

# Compare downloads for all companies within the S&P500
tables = pd.read_html("https://en.wikipedia.org/wiki/List_of_S%26P_500_companies")
sp500 = tables[0]['Symbol'].tolist()
sp500 = [symbol.replace(".", "-") for symbol in sp500]

# Compare downloads for all companies within the S&P500 tables = pd.read_html("https://en.wikipedia.org/wiki/List_of_S%26P_500_companies") sp500 = tables[0]['Symbol'].tolist() sp500 = [symbol.replace(".", "-") for symbol in sp500]

yfinance¶

In [7]:

%%time
yf_data = yf.download(sp500, period='ytd', interval='1d', group_by='ticker')

%%time yf_data = yf.download(sp500, period='ytd', interval='1d', group_by='ticker')

[*********************100%***********************]  505 of 505 completed
Wall time: 56.1 s

In [8]:

type(yf_data)
yf_data.shape
yf_data.head()

type(yf_data) yf_data.shape yf_data.head()

Out[8]:

pandas.core.frame.DataFrame

Out[8]:

(181, 3030)

Out[8]:

	FDX						SO						UNP						CCL						LW						TTWO						GILD						GS						EMN						PFE						CPRT						CE						ALXN						EXPE						WLTW						NBL						BIIB						MGM						ULTA						ARE						TFX						AMP						HPE						FANG						MO						RTX						OKE						PSX						ORLY						MCD						BK						WEC						WFC						AZO						SEE						GOOG						BIO						CERN						SNA						CMCSA						J						FLIR						TDY						LYB						NRG						CVS						RCL						CL						GOOGL						AAL						LLY						LNT						PCAR						ETR						PAYC						EOG						TGT						MAS						AAP						ETFC						MDLZ						PAYX						ABBV						IVZ						HSY						AMGN						CDNS						ALL						SJM						AMCR						MA						COG						DISH						PLD						USB						CRM						LIN						F						NKE						TYL						VTR						UNH						RHI						MET						KR						WU						REGN						AMAT						GM						HWM						EFX						PNW						ODFL						TIF						JNPR						D						AMD						PXD						NCLH						AIV						MPC						NDAQ						CAH						FFIV						ATVI						CCI						ORCL						PM						KEY						SLG						VRTX						DRE						AJG						PBCT						IT						QRVO						OMC						AEP						CMI						AKAM						SNPS						AON						PHM						DFS						IRM						BEN						ABT						K						NWSA						RMD						MAA						NVR						APH						PYPL						DISCA						ILMN						IPG						ISRG						MKC						MU						OTIS						GLW						APD						LVS						TXT						ALK						MTB						FOX						PEP						CMA						C						COST						COP						EL						AVY						FTNT						IEX						EW						TMUS						KHC						AXP						IP						AES						BDX						AFL						GPC						DVA						NLSN						GPN						SYK						DGX						CBRE						NWL						CDW						GPS						PH						LH						LEN						AMT						HPQ						LKQ						HAL						CMS						DOW						KMX						NOC						HAS						V						MXIM						WY						STT						DE						TEL						STZ						GRMN						L						COTY						HFC						MRK						BWA						ADP						GIS						LOW						FLS						TWTR						TSN						HSIC						ZION						QCOM						LUV						LNC						CVX						MCO						DVN						UAA						MSCI						ES						INCY						CBOE						CF						HUM						TRV						MSI						UNM						CMG						BKNG						PFG						CTVA						ABC						DIS						RL						HD						INTC						OXY						SHW						HCA						HRB						TROW						FRT						PVH						UPS						CHRW						GL						ESS						XEL						IBM						JPM						EXPD						FOXA						WDC						KEYS						EQIX						CB						UDR						VLO						CI						CTAS						SLB						LB						ANTM						WELL						ADBE						NSC						FE						KO						WBA						CLX						PNC						ED						BAC						JCI						RSG						TPR						XRX						JKHY						ETN						LRCX						COF						AAPL						NFLX						DG						MTD						CNP						DAL						WM						TFC						CME						BLL						MOS						AVB						DRI						BSX						AME						JBHT						IFF						PEG						PEAK						CTXS						SWK						UA						DISCK						DUK						RE						PSA						TMO						DXCM						WST						ANSS						CAT						AIZ						APTV						BA						CHD						PWR						CXO						DHR						HRL						CTSH						EMR						IQV						LDOS						CPB						BF-B						MRO						DXC						HBAN						ALGN						MNST						FTI						ZTS						COO						ITW						IR						BKR						ROP						RF						MLM						GWW						NWS						REG						LYV						LEG						DPZ						TXN						DOV						FMC						TT						SPG						GE						SPGI						CARR						WRK						T						PG						MHK						BR						DTE						FLT						AOS						PNR						HBI						APA						KSU						MMC						VRSN						TJX						SWKS						SYF						YUM						ALB						BAX						URI						PRGO						KLAC						MYL						UHS						NEE						XRAY						CFG						XOM						STE						TDG						CAG						FITB						MKTX						SBUX						ACN						HES						NUE						SRE						PPL						NOV						PPG						HLT						WAB						TSCO						NI						AIG						VIAC						VZ						VAR						WMB						BRK-B						EQR						EA						AMZN						VNO						MAR						HON						JNJ						MS						BLK						FRC						FTV						WRB						MCHP						HII						PGR						ZBH						VMC						IPGP						SYY						MCK						ATO						IDXX						XLNX						ALLE						XYL						PRU						WHR						SIVB						ECL						CNC						PKI						VFC						ANET						VRSK						KMB						CINF						ICE						FCX						WYNN						INFO						SCHW						EXC						MSFT						DLTR						ABMD						HIG						KMI						NTRS						MDT						EIX						CSX						ZBRA						DHI						HST						CTL						AEE						LMT						SBAC						O						ADI						ROK						ROL						DD						INTU						TAP						NLOK						NOW						GD						FBHS						KSS						AVGO						BBY						EBAY						FAST						ROST						ADM						NEM						DLR						NVDA						PKG						FB						AWK						RJF						BXP						BMY						STX						CSCO						FIS						CHTR						A						EVRG						KIM						FISV						NTAP						ADSK						UAL						EXR						LHX						WAT						MMM						WMT						HOLX
	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume	Open	High	Low	Close	Adj Close	Volume
Date
2020-01-02	152.4199981689453	155.10000610351562	151.60000610351562	155.10000610351562	153.1490936279297	3027600	63.650001525878906	63.66999816894531	62.41999816894531	62.619998931884766	60.62262725830078	4675900	180.9499969482422	182.3800048828125	179.97000122070312	182.27000427246094	179.2933349609375	2444800	51.349998474121094	51.66999816894531	50.72999954223633	51.310001373291016	50.718055725097656	4201000	85.7699966430664	86.06999969482422	83.9469985961914	84.08999633789062	83.24688720703125	1593400	123.52999877929688	123.9800033569336	121.4000015258789	122.08000183105469	122.08000183105469	1114200	65.52999877929688	65.73999786376953	65.04000091552734	65.2300033569336	63.393714904785156	5038200	231.0	234.63999938964844	230.16000366210938	234.32000732421875	230.05638122558594	3736300	80.4000015258789	80.4000015258789	78.56999969482422	78.66999816894531	76.04483032226562	1187000	39.29999923706055	39.349998474121094	38.880001068115234	39.13999938964844	37.99060821533203	15668000	91.4000015258789	93.56999969482422	91.36000061035156	93.4800033569336	93.4800033569336	2716500	123.9000015258789	124.58999633789062	121.30999755859375	121.43000030517578	119.00028228759766	911300	109.36000061035156	109.80000305175781	107.16000366210938	107.83999633789062	107.83999633789062	1466000	108.87000274658203	111.1500015258789	108.77999877929688	110.9800033569336	110.5691909790039	3481200	202.8699951171875	204.27999877929688	201.33999633789062	204.27999877929688	202.73812866210938	465800	24.790000915527344	24.989999771118164	24.09000015258789	24.1299991607666	23.889907836914062	4836100	299.05999755859375	299.0799865722656	292.2799987792969	294.239990234375	294.239990234375	1178300	33.52000045776367	33.70000076293945	33.290000915527344	33.65999984741211	33.40383529663086	3466700	254.32000732421875	254.8300018310547	250.64999389648438	254.5500030517578	254.5500030517578	1182300	161.92999267578125	162.4199981689453	158.52000427246094	159.72999572753906	157.54452514648438	1094900	376.7699890136719	379.6700134277344	373.4800109863281	378.489990234375	377.3863220214844	262900	167.5399932861328	169.24000549316406	166.69000244140625	169.22999572753906	165.76971435546875	822100	16.0	16.18000030517578	15.970000267028809	16.170000076293945	15.632116317749023	8601700	93.3499984741211	93.66000366210938	91.48999786376953	92.6500015258789	90.47486877441406	1822000	50.189998626708984	50.34000015258789	49.04999923706055	49.25	45.981449127197266	8717200	94.23536682128906	96.42542266845703	94.23536682128906	96.37507629394531	94.10942840576172	2801500	75.91999816894531	76.11000061035156	75.04000091552734	75.70999908447266	70.05687713623047	1943600	112.08000183105469	113.18000030517578	111.37999725341797	112.19999694824219	108.13811492919922	1607900	438.5	439.05999755859375	434.44000244140625	437.5199890136719	437.5199890136719	796100	198.0	200.8000030517578	197.80999755859375	200.7899932861328	197.0667724609375	3554200	50.459999084472656	50.91999816894531	50.220001220703125	50.91999816894531	49.7203483581543	2587200	92.4000015258789	92.5199966430664	90.45999908447266	90.66999816894531	88.81591796875	1547100	53.849998474121094	54.040000915527344	53.5099983215332	53.75	51.90987014770508	16803100	1,194.8599853515625	1,197.5799560546875	1,179.6099853515625	1,189.739990234375	1,189.739990234375	212200	40.029998779296875	40.060001373291016	38.68000030517578	38.869998931884766	38.3363151550293	1403600	1,341.550048828125	1,368.1400146484375	1,341.550048828125	1,367.3699951171875	1,367.3699951171875	1406600	372.0799865722656	373.70001220703125	367.1600036621094	372.1600036621094	372.1600036621094	150800	73.44999694824219	73.69000244140625	72.80999755859375	73.62000274658203	73.22199249267578	2472300	170.39999389648438	170.85000610351562	168.02000427246094	169.0	165.30970764160156	467900	45.36000061035156	45.400001525878906	44.93000030517578	45.369998931884766	44.59907150268555	20170500	89.9000015258789	90.44000244140625	88.66000366210938	90.2699966430664	89.66548156738281	1186000	52.349998474121094	52.77000045776367	52.040000915527344	52.75	52.09609603881836	593100	348.7699890136719	357.69000244140625	348.2099914550781	357.489990234375	357.489990234375	193800	95.27999877929688	95.47000122070312	93.44999694824219	93.86000061035156	89.76822662353516	2321400	39.83000183105469	39.9900016784668	38.59000015258789	38.79999923706055	37.815303802490234	2581100	74.6500015258789	74.69999694824219	73.52999877929688	74.16000366210938	72.48545837402344	5022700	134.5500030517578	134.8000030517578	133.47000122070312	134.64999389648438	133.32656860351562	1014400	68.83999633789062	68.94000244140625	67.88999938964844	68.12000274658203	66.90518188476562	3441800	1,348.4100341796875	1,368.6800537109375	1,346.489990234375	1,368.6800537109375	1,368.6800537109375	1363900	28.979999542236328	29.299999237060547	28.649999618530273	29.09000015258789	28.982892990112305	6451100	131.77000427246094	132.25999450683594	130.72999572753906	132.2100067138672	130.27694702148438	2204200	54.68000030517578	54.77000045776367	53.38999938964844	53.630001068115234	52.51319885253906	1387300	79.19000244140625	79.66000366210938	78.62999725341797	79.51000213623047	78.52405548095703	1731400	119.83000183105469	119.83000183105469	117.45999908447266	117.93000030517578	114.92272186279297	1453100	266.9200134277344	271.9800109863281	265.6499938964844	271.79998779296875	271.79998779296875	388700	84.31999969482422	84.61000061035156	83.54000091552734	84.13999938964844	82.459228515625	2496400	128.74000549316406	128.89999389648438	125.26000213623047	126.06999969482422	124.08238220214844	5149800	48.20000076293945	48.40999984741211	47.63999938964844	48.27000045776367	47.839332580566406	2145600	160.47000122070312	160.9499969482422	157.52999877929688	159.41000366210938	158.1548309326172	944900	45.66999816894531	46.099998474121094	45.380001068115234	46.09000015258789	45.691837310791016	1742200	55.060001373291016	55.349998474121094	54.11000061035156	54.33000183105469	53.6993293762207	7272900	85.5	85.62999725341797	84.70999908447266	85.11000061035156	82.94680786132812	1307000	89.08000183105469	89.56999969482422	88.51000213623047	89.55000305175781	86.00814056396484	5639200	17.809999465942383	18.139999389648438	17.770000457763672	17.989999771118164	17.10125160217285	5218800	147.22999572753906	147.80999755859375	143.5399932861328	143.9600067138672	141.647705078125	821500	243.0	243.19000244140625	238.97999572753906	240.10000610351562	235.22911071777344	2088000	70.18000030517578	71.44000244140625	69.58999633789062	71.44000244140625	71.44000244140625	1410700	112.97000122070312	113.0	111.66000366210938	112.81999969482422	110.99724578857422	1212400	104.12999725341797	104.38999938964844	101.7699966430664	102.13999938964844	99.77723693847656	713100	10.880000114440918	10.90999984741211	10.619999885559082	10.630000114440918	10.27807903289795	10029700	300.4599914550781	303.5299987792969	299.5	303.3900146484375	302.114501953125	3272400	17.520000457763672	17.600000381469727	16.93000030517578	17.229999542236328	16.941932678222656	8088300	35.869998931884766	36.130001068115234	35.29999923706055	35.7400016784668	35.7400016784668	1763500	89.66999816894531	89.80000305175781	87.75	88.4000015258789	86.63919067382812	2246200	59.470001220703125	59.47999954223633	59.0099983215332	59.20000076293945	57.82347106933594	5002100	163.9199981689453	167.07000732421875	163.5800018310547	166.99000549316406	166.99000549316406	5189300	213.5800018310547	214.4499969482422	210.4600067138672	210.74000549316406	207.98585510253906	2604100	9.289999961853027	9.420000076293945	9.1899995803833	9.420000076293945	9.26247501373291	43425700	101.36000061035156	102.20999908447266	101.0199966430664	102.19999694824219	101.43891143798828	5644100	301.8900146484375	306.3999938964844	301.29998779296875	306.239990234375	306.239990234375	343900	58.0	58.0	56.189998626708984	56.38999938964844	54.16439437866211	2224500	293.9800109863281	295.70001220703125	289.7900085449219	292.5	288.7994689941406	2543400	63.45000076293945	63.75	62.810001373291016	63.75	62.55297088623047	864800	51.279998779296875	51.689998626708984	51.060001373291016	51.619998931884766	49.83613967895508	4416800	29.030000686645508	29.15999984741211	28.360000610351562	28.65999984741211	28.218915939331055	6224900	26.90999984741211	27.030000686645508	26.1200008392334	26.190000534057617	25.408863067626953	8124900	378.0	379.0	369.239990234375	373.3500061035156	373.3500061035156	512400	62.0	62.650001525878906	61.70000076293945	62.20000076293945	61.55416488647461	6647900	37.0	37.380001068115234	36.54999923706055	37.380001068115234	36.92949676513672	7454400	30.90999984741211	31.540000915527344	30.81999969482422	31.540000915527344	31.519821166992188	3,037,000.0	140.6699981689453	142.5800018310547	139.49000549316406	142.38999938964844	141.3047332763672	832900	90.12999725341797	90.25	88.4000015258789	88.70999908447266	86.2870101928711	744100	126.83999633789062	128.02667236328125	125.7933349609375	128.02000427246094	127.59041595458984	653000	133.74000549316406	133.8699951171875	133.5500030517578	133.85000610351562	131.84605407714844	1778800	24.809999465942383	24.899999618530273	24.540000915527344	24.709999084472656	24.074447631835938	2876000	82.87999725341797	82.94000244140625	81.51000213623047	81.95999908447266	79.24390411376953	3004200	46.86000061035156	49.25	46.630001068115234	49.099998474121094	49.099998474121094	80331100	152.02000427246094	153.14999389648438	151.1699981689453	152.33999633789062	150.236328125	995700	58.790000915527344	59.11000061035156	58.150001525878906	58.83000183105469	58.83000183105469	977700	51.689998626708984	51.779998779296875	50.349998474121094	50.58000183105469	49.053260803222656	880500	60.880001068115234	61.91999816894531	60.380001068115234	61.90999984741211	59.37266540527344	4497400	107.26000213623047	107.95999908447266	107.16999816894531	107.81999969482422	106.46627807617188	641300	50.91999816894531	51.0099983215332	49.47999954223633	50.09000015258789	49.128849029541016	2824600	140.4199981689453	141.30999755859375	139.74000549316406	140.75999450683594	140.75999450683594	592200	59.90999984741211	60.04999923706055	58.560001373291016	58.650001525878906	58.26679229736328	5189400	142.3300018310547	142.66000366210938	141.1300048828125	141.67999267578125	138.54959106445312	1795500	53.27000045776367	53.959999084472656	53.22999954223633	53.95000076293945	53.23193359375	13899600	85.51000213623047	86.16999816894531	84.76000213623047	85.19000244140625	82.37703704833984	5107200	20.360000610351562	20.3700008392334	20.010000228881836	20.260000228881836	19.432384490966797	11104200	92.37999725341797	92.55999755859375	88.52999877929688	88.91000366210938	85.65201568603516	1172000	220.24000549316406	220.64999389648438	216.9499969482422	219.4499969482422	219.4499969482422	1334300	34.88999938964844	34.88999938964844	33.9900016784668	34.369998931884766	33.701805114746094	3052400	95.61000061035156	95.86000061035156	94.62000274658203	95.51000213623047	94.27156829833984	724500	17.0	17.0	16.530000686645508	16.760000228881836	16.083248138427734	3619400	154.47999572753906	156.0399932861328	154.47999572753906	156.0399932861328	156.0399932861328	769100	117.26000213623047	117.4000015258789	114.76000213623047	115.95999908447266	115.95999908447266	1870600	81.1500015258789	81.16999816894531	78.95999908447266	79.87000274658203	77.24836730957031	1951400	94.5	94.55999755859375	92.9800033569336	93.45999908447266	91.24151611328125	1779700	180.02000427246094	180.8800048828125	177.39999389648438	179.32000732421875	175.38247680664062	1272900	86.83999633789062	87.83000183105469	86.52999877929688	87.63999938964844	87.63999938964844	1079900	140.30999755859375	142.92999267578125	139.83999633789062	142.8699951171875	142.8699951171875	1095100	209.1999969482422	209.8800048828125	207.88999938964844	208.7899932861328	207.39346313476562	830100	38.869998931884766	38.97999954223633	38.33000183105469	38.68000030517578	38.31987762451172	2049300	85.11000061035156	85.30999755859375	84.47000122070312	85.30000305175781	83.13883972167969	1559200	31.899999618530273	32.029998779296875	30.200000762939453	30.40999984741211	28.434459686279297	8480500	25.610000610351562	25.799999237060547	25.34000015258789	25.610000610351562	24.8851375579834	3627000	86.05999755859375	86.95999908447266	85.80000305175781	86.94999694824219	85.88575744628906	4969000	69.12999725341797	69.25	67.37999725341797	67.63999938964844	65.88192749023438	2699500	14.170000076293945	14.449999809265137	14.15999984741211	14.4399995803833	14.204205513000488	2182900	155.39999389648438	156.1699981689453	154.0399932861328	156.11000061035156	155.06626892089844	444200	132.35000610351562	132.5	128.72000122070312	129.61000061035156	126.3494873046875	488100	3,777.0	3,819.93994140625	3,701.010009765625	3,735.5	3,735.5	39900	108.4000015258789	109.2300033569336	107.77999877929688	109.2300033569336	108.34010314941406	1171500	109.47000122070312	111.20999908447266	109.2750015258789	110.75	110.75	7418800	32.81999969482422	32.84000015258789	32.0099983215332	32.220001220703125	32.220001220703125	3249300	329.04998779296875	332.8500061035156	323.2900085449219	327.0	327.0	813900	23.270000457763672	23.360000610351562	22.389999389648438	22.709999084472656	21.811996459960938	4513100	595.7000122070312	597.8300170898438	590.7899780273438	597.260009765625	597.260009765625	541000	169.3699951171875	170.57000732421875	167.3699951171875	167.52999877929688	166.25711059570312	780600	54.849998474121094	55.4900016784668	54.5099983215332	55.38999938964844	55.38999938964844	20173200	nan	nan	nan	nan	nan	nan	29.31999969482422	30.0	29.299999237060547	29.989999771118164	29.250720977783203	5627500	235.25	236.8000030517578	230.83999633789062	231.13999938964844	228.3507080078125	1320500	69.87999725341797	70.94000244140625	69.79000091552734	70.80000305175781	69.41519927978516	5299600	45.04999923706055	45.5	44.61000061035156	45.47999954223633	45.400634765625	1570200	68.1500015258789	68.79000091552734	67.62000274658203	68.16999816894531	67.78558349609375	1396600	170.36000061035156	171.07000732421875	168.9499969482422	171.07000732421875	166.3196563720703	509100	36.5	36.75	35.96500015258789	36.459999084472656	35.89674758911133	1153800	136.8699951171875	137.22999572753906	135.13999938964844	135.82000732421875	132.9142303466797	3784100	72.0	72.2300033569336	70.73999786376953	71.75	68.0084228515625	1457000	80.12999725341797	81.26000213623047	80.02999877929688	81.2300033569336	79.04696655273438	12728900	294.05999755859375	294.5799865722656	291.0	291.489990234375	289.5907897949219	2103600	65.27999877929688	65.68000030517578	64.8499984741211	65.45999908447266	63.70646286010742	4122800	206.5399932861328	207.86000061035156	205.80999755859375	206.25999450683594	205.28062438964844	1138700	131.52999877929688	132.25	128.8800048828125	129.30999755859375	127.38085174560547	699300	107.5999984741211	110.29000091552734	107.37999725341797	109.68000030517578	109.68000030517578	1108200	172.8300018310547	173.32000732421875	171.14999389648438	173.3000030517578	171.68263244628906	326500	76.66666412353516	77.91666412353516	76.62999725341797	77.5	77.5	4137000	78.87999725341797	78.88999938964844	77.93000030517578	78.58999633789062	78.58999633789062	3392700	32.290000915527344	32.41999816894531	31.5	31.610000610351562	30.327516555786133	6008700	124.66000366210938	126.2699966430664	124.2300033569336	125.8499984741211	124.58948516845703	2708000	46.47999954223633	46.54999923706055	45.41999816894531	45.52000045776367	43.64785385131836	3266100	19.969999313354492	20.100000381469727	19.8799991607666	20.030000686645508	19.50782585144043	3069900	272.0899963378906	273.45001220703125	269.8699951171875	272.5400085449219	269.839111328125	1683800	53.040000915527344	53.369998931884766	52.81999969482422	53.349998474121094	52.24608612060547	3363200	106.5999984741211	106.83999633789062	104.80999755859375	105.80999755859375	103.11695861816406	815100	75.26000213623047	75.4000015258789	74.61000061035156	75.25	75.25	1310700	20.3799991607666	20.450000762939453	19.90999984741211	20.1200008392334	19.89456558227539	4202300	183.9499969482422	186.6699981689453	183.61000061035156	185.6699981689453	185.05213928222656	1816400	210.94000244140625	211.0	208.2100067138672	210.4499969482422	208.99607849121094	1092600	106.76000213623047	106.81999969482422	104.97000122070312	105.7300033569336	103.90831756591797	1020900	61.900001525878906	61.900001525878906	60.970001220703125	61.47999954223633	61.47999954223633	1326700	19.43000030517578	19.440000534057617	18.8700008392334	19.079999923706055	18.251718521118164	3998300	144.49000549316406	144.49000549316406	141.77999877929688	143.8800048828125	142.48377990722656	1333700	17.700000762939453	17.799999237060547	17.020000457763672	17.280000686645508	16.422874450683594	8227500	207.00999450683594	209.77000427246094	206.14999389648438	209.77000427246094	206.82289123535156	845200	169.9600067138672	170.1999969482422	165.32000732421875	167.47999572753906	167.47999572753906	814900	56.06999969482422	56.16999816894531	55.310001373291016	55.810001373291016	55.435821533203125	3149200	229.67999267578125	231.14999389648438	228.00999450683594	228.5	226.6011505126953	1426000	20.68000030517578	20.829999923706055	20.649999618530273	20.790000915527344	20.210819244384766	7194700	35.91999816894531	36.02000045776367	35.22999954223633	35.79999923706055	35.79999923706055	1673800	24.690000534057617	24.84000015258789	24.420000076293945	24.68000030517578	24.263072967529297	9125500	62.86000061035156	62.880001068115234	61.56999969482422	61.709999084472656	60.48275375366211	2420100	55.22999954223633	55.540000915527344	53.63999938964844	53.75	51.15875244140625	5145200	87.97000122070312	89.51000213623047	87.80999755859375	89.51000213623047	89.51000213623047	2038800	344.44000244140625	355.70001220703125	343.6199951171875	355.70001220703125	351.4417724609375	941900	106.16999816894531	106.18000030517578	104.30000305175781	105.33000183105469	102.7055435180664	1043200	189.0	191.13999938964844	188.72000122070312	191.1199951171875	190.23699951171875	8733000	62.06999969482422	62.43000030517578	61.40999984741211	62.43000030517578	60.98067855834961	2274200	30.209999084472656	30.239999771118164	29.280000686645508	29.389999389648438	29.037527084350586	4973500	79.36000061035156	80.7699966430664	79.19999694824219	80.76000213623047	79.27348327636719	1942000	174.24000549316406	176.8800048828125	173.72999572753906	176.86000061035156	174.96836853027344	1591100	96.8499984741211	97.08999633789062	95.73999786376953	96.51000213623047	94.9597396850586	1866500	189.97000122070312	190.0	186.66000366210938	188.3000030517578	185.9113311767578	1060500	97.62000274658203	98.47000122070312	97.37999725341797	98.33999633789062	96.32891082763672	828000	52.720001220703125	53.0	52.459999084472656	52.959999084472656	52.70143127441406	1081400	11.449999809265137	11.460000038146973	10.9399995803833	11.050000190734863	10.930307388305664	3705200	51.09000015258789	51.4900016784668	50.900001525878906	51.38999938964844	49.701133728027344	1268900	91.08000183105469	92.13999938964844	90.37000274658203	92.04000091552734	89.91203308105469	7873500	44.0	44.04999923706055	43.349998474121094	43.95000076293945	43.295902252197266	1189300	171.9600067138672	172.0	169.1999969482422	170.32000732421875	167.1699676513672	1364600	53.630001068115234	53.79999923706055	52.040000915527344	52.130001068115234	50.80086898803711	4422100	120.05000305175781	120.45999908447266	119.26000213623047	120.45999908447266	118.77017211914062	2788800	50.209999084472656	50.68000030517578	49.81999969482422	50.68000030517578	49.54663848876953	628900	32.310001373291016	32.5	31.959999084472656	32.29999923706055	32.29999923706055	10721100	91.08000183105469	91.61000061035156	89.79000091552734	89.97000122070312	88.255126953125	2672200	67.19000244140625	67.94000244140625	66.75	67.12000274658203	67.12000274658203	987600	52.36000061035156	52.47999954223633	51.790000915527344	52.439998626708984	50.96800994873047	1528700	89.05000305175781	89.80999755859375	88.08000183105469	88.69000244140625	86.84909057617188	8413900	54.380001068115234	54.869998931884766	54.290000915527344	54.84000015258789	54.6297492980957	3713000	59.400001525878906	59.849998474121094	58.900001525878906	59.75	57.950286865234375	2347600	120.80999755859375	121.62999725341797	120.7699966430664	121.43000030517578	116.60941314697266	5205000	238.67999267578125	241.72999572753906	238.00999450683594	241.72000122070312	240.22994995117188	869700	26.209999084472656	26.280000686645508	25.6299991607666	25.790000915527344	24.451440811157227	5091400	21.829999923706055	21.829999923706055	21.3799991607666	21.780000686645508	21.780000686645508	4273600	260.0899963378906	266.05999755859375	259.739990234375	266.04998779296875	264.3847351074219	543300	85.02999877929688	85.02999877929688	83.08000183105469	83.2300033569336	81.58061981201172	3278200	86.91000366210938	87.97000122070312	85.36000061035156	85.97000122070312	85.97000122070312	1679600	119.69999694824219	120.18000030517578	118.27999877929688	119.5199966430664	118.20051574707031	460700	48.189998626708984	48.189998626708984	46.029998779296875	46.400001525878906	45.11299133300781	2653500	367.1600036621094	367.8999938964844	360.5299987792969	363.239990234375	361.8710632324219	678000	137.52000427246094	137.74000549316406	136.13999938964844	137.50999450683594	134.68551635742188	1117300	162.1699981689453	162.30999755859375	160.77000427246094	161.6300048828125	159.564697265625	1356900	29.3700008392334	29.670000076293945	29.139999389648438	29.639999389648438	28.31878662109375	2168600	839.969970703125	859.1900024414062	837.530029296875	858.1900024414062	858.1900024414062	487300	2,068.39990234375	2,077.409912109375	2,053.219970703125	2,074.580078125	2,074.580078125	329000	55.43000030517578	55.88999938964844	55.099998474121094	55.72999954223633	53.62147521972656	1164500	29.809999465942383	29.809999465942383	28.719999313354492	28.739999771118164	28.30257797241211	6896100	85.63999938964844	85.80000305175781	84.33999633789062	85.08000183105469	83.93895721435547	817600	145.2899932861328	148.1999969482422	145.10000610351562	148.1999969482422	148.1999969482422	9502100	117.94999694824219	118.94000244140625	116.91999816894531	118.79000091552734	117.63238525390625	781100	219.0800018310547	219.75999450683594	217.83999633789062	219.66000366210938	215.7671356201172	3935700	60.2400016784668	60.970001220703125	60.220001220703125	60.84000015258789	59.795684814453125	18056000	41.630001068115234	42.689998626708984	41.58000183105469	42.58000183105469	41.263492584228516	13066400	585.0499877929688	585.1199951171875	568.739990234375	571.8499755859375	567.8912353515625	648600	148.16000366210938	148.64999389648438	146.07000732421875	147.49000549316406	146.99205017089844	780100	23.600000381469727	23.600000381469727	23.31999969482422	23.479999542236328	22.340219497680664	2865700	122.3499984741211	125.16999816894531	122.25	125.16000366210938	122.11528778076172	1399600	129.52000427246094	129.83999633789062	124.73999786376953	125.27999877929688	120.95325469970703	417000	105.94000244140625	106.41000366210938	104.55000305175781	105.3499984741211	105.22959899902344	835400	117.68000030517578	117.97000122070312	115.2300033569336	116.79000091552734	113.71935272216797	4158100	78.5	78.5	76.91000366210938	77.83000183105469	76.4061050415039	1258800	105.33000183105469	105.86000061035156	104.33999633789062	105.55999755859375	104.98757934570312	837100	302.2300109863281	303.30999755859375	295.8599853515625	298.2799987792969	292.8363037109375	412400	63.54999923706055	63.58000183105469	62.20000076293945	62.380001068115234	61.18459701538086	2915400	135.0	135.9199981689453	134.77000427246094	135.4199981689453	130.53775024414062	3148600	139.7899932861328	141.10000610351562	139.25999450683594	141.08999633789062	137.4092254638672	10803700	78.62000274658203	78.7300033569336	77.62000274658203	78.3499984741211	77.81151580810547	1062400	37.40999984741211	37.470001220703125	36.57500076293945	37.06999969482422	36.500633239746094	4500700	64.19999694824219	65.9800033569336	64.19999694824219	65.62000274658203	64.77154541015625	6669500	103.83999633789062	104.26499938964844	102.20999908447266	104.19000244140625	104.19000244140625	1231200	583.9099731445312	584.9099731445312	576.030029296875	579.3499755859375	572.6636352539062	448500	155.85000610351562	156.02000427246094	154.36000061035156	156.02000427246094	152.90403747558594	2037800	46.720001220703125	46.86000061035156	45.7599983215332	46.119998931884766	44.86768341064453	1544300	94.62999725341797	95.23999786376953	94.26000213623047	95.12999725341797	90.9569091796875	2130500	205.38999938964844	205.85000610351562	202.08999633789062	204.94000244140625	204.89808654785156	1372600	269.8599853515625	270.8299865722656	266.5799865722656	270.7900085449219	270.7900085449219	544200	40.52000045776367	40.720001220703125	40.08000183105469	40.16999816894531	39.05827331542969	9147400	18.25	18.260000228881836	17.270000457763672	17.489999771118164	17.27670669555664	7396100	302.6700134277344	302.82000732421875	297.20001220703125	300.8699951171875	297.74468994140625	1200500	82.08999633789062	82.13999938964844	79.95999908447266	80.13999938964844	77.31707000732422	2049100	330.0	334.4800109863281	329.1700134277344	334.42999267578125	334.42999267578125	1990100	195.0500030517578	196.8000030517578	194.27000427246094	196.8000030517578	193.8910369873047	1458800	48.560001373291016	48.560001373291016	47.20000076293945	47.529998779296875	46.101749420166016	4639300	55.31999969482422	55.43000030517578	54.7599983215332	54.9900016784668	53.58737564086914	11867700	59.279998779296875	59.59000015258789	58.70000076293945	59.08000183105469	57.25337219238281	5700500	153.3800048828125	153.41000366210938	151.5500030517578	152.61000061035156	150.03355407714844	1292500	159.75	160.3699951171875	158.89999389648438	160.3699951171875	155.59423828125	1881300	90.55000305175781	90.6500015258789	88.47000122070312	88.86000061035156	86.31429290771484	1335100	35.349998474121094	35.65999984741211	35.290000915527344	35.63999938964844	34.925472259521484	37614200	40.90999984741211	41.40999984741211	40.72999954223633	41.400001525878906	40.739845275878906	4201500	89.72000122070312	89.83999633789062	88.7699966430664	89.83000183105469	88.9090805053711	1688500	27.15999984741211	27.31999969482422	26.579999923706055	26.93000030517578	26.55588150024414	3823600	37.09000015258789	37.16999816894531	36.2599983215332	36.93000030517578	35.85537338256836	1581300	146.47000122070312	146.77999877929688	145.3000030517578	145.88999938964844	144.75823974609375	446400	95.23999786376953	95.87999725341797	94.23999786376953	95.87000274658203	93.47464752197266	2380800	295.7799987792969	299.79998779296875	294.489990234375	297.8900146484375	294.9440002441406	1506400	103.41000366210938	103.62000274658203	102.30000305175781	103.61000061035156	102.3695297241211	1603000	74.05999755859375	75.1500015258789	73.79750061035156	75.0875015258789	74.57303619384766	135480400	326.1000061035156	329.9800109863281	324.7799987792969	329.80999755859375	329.80999755859375	4485800	156.9499969482422	157.1199951171875	155.24000549316406	156.5399932861328	155.5747528076172	1918500	805.1699829101562	809.989990234375	796.469970703125	805.0599975585938	805.0599975585938	150300	27.329999923706055	27.34000015258789	26.690000534057617	26.950000762939453	26.23084831237793	3385800	58.93000030517578	59.38999938964844	58.45000076293945	59.040000915527344	58.63480758666992	4459200	114.08999633789062	114.22000122070312	112.5	114.22000122070312	112.60005950927734	2071700	56.40999984741211	56.68000030517578	55.880001068115234	56.66999816894531	54.79108428955078	5607100	201.11000061035156	202.0500030517578	200.5800018310547	201.85000610351562	199.14659118652344	1464900	64.66999816894531	65.26000213623047	63.400001525878906	63.880001068115234	63.492530822753906	2178900	21.920000076293945	22.149999618530273	21.260000228881836	21.43000030517578	21.2255802154541	4173100	210.4600067138672	210.91000366210938	206.07000732421875	207.24000549316406	203.02890014648438	817400	109.80000305175781	112.26000213623047	109.38999938964844	112.26000213623047	111.39228820800781	2745500	45.5	45.59000015258789	44.939998626708984	45.33000183105469	45.33000183105469	6092400	100.1500015258789	100.80000305175781	99.44000244140625	100.80000305175781	100.1866455078125	1108200	117.9000015258789	117.98999786376953	116.44000244140625	117.5199966430664	116.68040466308594	623100	129.39999389648438	129.47000122070312	126.83000183105469	127.55000305175781	125.83235168457031	881200	59.119998931884766	59.150001525878906	58.470001220703125	58.709999084472656	57.11338806152344	2557800	34.599998474121094	34.63999938964844	33.459999084472656	33.68000030517578	32.40813064575195	5490200	111.58999633789062	111.98999786376953	111.05999755859375	111.66999816894531	110.76136779785156	1352600	167.16000366210938	168.02000427246094	165.82000732421875	168.02000427246094	165.59024047851562	1026000	19.350000381469727	19.3799991607666	19.020000457763672	19.239999771118164	19.239999771118164	3372200	30.610000610351562	30.639999389648438	29.950000762939453	30.190000534057617	30.190000534057617	2540600	91.27999877929688	91.77999877929688	90.02999877929688	90.33999633789062	87.42359924316406	3921800	277.8999938964844	278.29998779296875	274.8900146484375	278.1499938964844	272.2998962402344	181300	213.82000732421875	214.16000366210938	210.60000610351562	211.4199981689453	205.30648803710938	862200	326.0	326.94000244140625	322.57000732421875	326.3699951171875	325.7378845214844	1173300	218.55999755859375	222.6300048828125	213.69000244140625	219.3800048828125	219.3800048828125	852600	150.25	152.5	149.38999938964844	151.74000549316406	151.3528289794922	527800	257.010009765625	259.6600036621094	256.25	259.5899963378906	259.5899963378906	657900	149.0	150.5500030517578	147.97999572753906	150.52999877929688	147.0205078125	3311900	131.52000427246094	132.38999938964844	131.14999389648438	132.36000061035156	130.28257751464844	332800	95.94000244140625	96.33999633789062	95.01000213623047	96.30999755859375	96.06566619873047	1655300	328.54998779296875	333.3500061035156	327.70001220703125	333.32000732421875	331.34857177734375	4544400	70.37999725341797	70.70999908447266	69.66000366210938	70.02999877929688	69.40372467041016	1424300	41.06999969482422	41.189998626708984	40.52000045776367	41.09000015258789	40.970909118652344	1030700	88.0999984741211	88.62999725341797	85.94000244140625	86.94999694824219	86.0674819946289	1370600	153.9600067138672	155.24000549316406	153.1300048828125	155.11000061035156	154.7314910888672	2585100	45.13999938964844	45.349998474121094	44.040000915527344	44.310001373291016	43.64374542236328	2405700	62.290000915527344	62.459999084472656	61.68000030517578	61.91999816894531	61.2665901184082	2234500	76.56999969482422	77.5	76.27999877929688	77.4800033569336	75.69384002685547	2532300	155.22999572753906	156.72999572753906	153.57000732421875	156.41000366210938	156.41000366210938	1925900	98.44000244140625	98.63999938964844	97.81999969482422	98.62000274658203	97.5146255493164	793600	49.45000076293945	49.560001373291016	48.36000061035156	48.4900016784668	47.444061279296875	1730300	67.5999984741211	67.66999816894531	66.44000244140625	67.05999755859375	66.5480728149414	1094000	13.6899995803833	13.75	13.550000190734863	13.680000305175781	13.615715026855469	10437700	38.029998779296875	38.369998931884766	36.279998779296875	36.7599983215332	36.04785919189453	2930700	15.119999885559082	15.15999984741211	14.850000381469727	14.989999771118164	14.287467956542969	9975100	281.20001220703125	284.1400146484375	278.6099853515625	283.67999267578125	283.67999267578125	789700	63.959999084472656	64.0199966430664	63.310001373291016	63.70000076293945	63.70000076293945	1783000	21.450000762939453	21.549999237060547	21.170000076293945	21.329999923706055	20.88985824584961	3410500	132.0500030517578	134.27999877929688	131.47999572753906	134.13999938964844	133.54283142089844	1576700	323.2200012207031	323.8500061035156	318.7699890136719	323.32000732421875	323.2596740722656	317000	180.14999389648438	181.6999969482422	178.97999572753906	181.67999267578125	179.17369079589844	1257500	36.880001068115234	37.029998779296875	36.40999984741211	36.880001068115234	35.4273796081543	917100	25.68000030517578	25.729999542236328	25.34000015258789	25.610000610351562	24.83771514892578	4714900	353.92999267578125	365.1700134277344	353.92999267578125	365.1700134277344	363.578369140625	754400	17.260000228881836	17.299999237060547	17.010000228881836	17.09000015258789	16.475563049316406	8972200	281.7200012207031	281.82000732421875	275.5400085449219	276.6099853515625	274.4261169433594	553500	339.75	344.7099914550781	337.2099914550781	344.7099914550781	339.8442077636719	376700	14.630000114440918	14.819999694824219	14.550000190734863	14.8100004196167	14.57231330871582	775400	63.470001220703125	63.470001220703125	61.529998779296875	61.68000030517578	59.292232513427734	759300	72.0	72.45999908447266	71.12999725341797	71.88999938964844	71.88999938964844	1334800	51.06999969482422	51.29999923706055	49.939998626708984	50.34000015258789	48.7126350402832	1453600	293.7900085449219	295.1000061035156	292.1300048828125	293.3999938964844	291.5382995605469	500000	129.1300048828125	129.61000061035156	127.7699966430664	129.57000732421875	126.77059173583984	4614000	116.1500015258789	116.87000274658203	115.61000061035156	116.87000274658203	115.2413558959961	937500	100.37000274658203	101.4000015258789	99.44999694824219	99.87999725341797	98.85391235351562	1023100	103.43677520751953	104.22808074951172	102.93250274658203	104.22808074951172	102.68251037597656	2158200	149.41000366210938	149.75999450683594	144.85000610351562	145.08999633789062	140.0735321044922	1849300	11.229999542236328	11.960000038146973	11.229999542236328	11.930000305175781	11.900322914123535	87421800	274.57000732421875	277.8999938964844	273.7200012207031	277.8399963378906	276.0897521972656	1092300	nan	nan	nan	nan	nan	nan	44.279998779296875	44.38999938964844	42.95000076293945	43.45000076293945	42.33202362060547	4633600	39.15999984741211	39.220001220703125	38.709999084472656	38.86000061035156	37.040504455566406	32602300	124.5	124.7300033569336	122.94000244140625	123.41000366210938	121.10417938232422	8130800	136.5500030517578	137.4499969482422	134.0399932861328	134.7899932861328	134.7899932861328	585200	124.69000244140625	124.88999938964844	122.97000122070312	123.77999877929688	122.02562713623047	391200	130.0	130.0	127.75	128.6999969482422	124.94970703125	933600	289.8800048828125	291.4100036621094	286.7300109863281	287.739990234375	287.739990234375	814000	47.90999984741211	47.97999954223633	47.209999084472656	47.77000045776367	47.03553009033203	1093200	46.08000183105469	46.43000030517578	45.79999923706055	46.41999816894531	45.74398422241211	791000	14.770000457763672	14.859999656677246	14.40999984741211	14.569999694824219	14.023016929626465	8719200	25.700000762939453	25.93000030517578	25.1299991607666	25.360000610351562	25.045621871948242	3395100	153.94000244140625	155.47999572753906	153.22000122070312	155.4499969482422	154.31307983398438	748400	111.58999633789062	112.05000305175781	111.12000274658203	112.05000305175781	110.569580078125	2014000	194.91000366210938	197.1999969482422	194.1999969482422	196.72999572753906	196.72999572753906	369400	61.33000183105469	61.70000076293945	61.060001373291016	61.70000076293945	61.47279739379883	5190200	122.01000213623047	122.4000015258789	119.70999908447266	121.66999816894531	120.30821990966797	2351900	36.13999938964844	36.2400016784668	36.029998779296875	36.209999084472656	35.23406219482422	3568100	100.9000015258789	102.19000244140625	100.80999755859375	102.16999816894531	100.6918716430664	1369900	73.5	73.87999725341797	72.19000244140625	72.61000061035156	71.59656524658203	1620800	85.0	85.87000274658203	84.18000030517578	85.87000274658203	85.17841339111328	2957800	168.41000366210938	168.6699981689453	164.41000366210938	168.64999389648438	168.64999389648438	861200	51.630001068115234	51.709999084472656	50.09000015258789	51.290000915527344	50.67333221435547	1568700	180.77999877929688	182.6999969482422	180.02000427246094	182.57000732421875	180.02420043945312	1056900	20.100000381469727	20.649999618530273	20.049999237060547	20.649999618530273	20.649999618530273	8870500	144.25999450683594	144.25999450683594	141.00999450683594	142.30999755859375	142.0880584716797	403400	241.97000122070312	243.67999267578125	237.9499969482422	238.6199951171875	234.89524841308594	1971200	56.83000183105469	57.5099983215332	56.130001068115234	56.93000030517578	56.63489532470703	1556600	40.720001220703125	40.779998779296875	40.189998626708984	40.75	39.00985336303711	2903800	70.23999786376953	71.0199966430664	70.23999786376953	70.9000015258789	67.24055480957031	12456400	152.5800018310547	153.2100067138672	150.52999877929688	151.6999969482422	150.6242218017578	641200	560.7999877929688	567.4400024414062	559.0999755859375	567.4400024414062	567.4400024414062	311700	34.25	34.40999984741211	33.380001068115234	33.630001068115234	33.01972198486328	4299000	30.950000762939453	31.020000457763672	30.559999465942383	31.020000457763672	30.09221839904785	4618500	380.260009765625	381.0400085449219	376.9599914550781	380.25	378.6859436035156	226200	88.12000274658203	89.3499984741211	88.05000305175781	89.3499984741211	87.95726013183594	6473800	210.86000061035156	211.9199981689453	208.80999755859375	210.14999389648438	207.6396026611328	2431100	67.51000213623047	68.01000213623047	67.13999938964844	67.72000122070312	66.47209167480469	1561400	56.83000183105469	56.86000061035156	55.060001373291016	55.119998931884766	53.91361618041992	2466800	151.3300018310547	151.49000549316406	148.47999572753906	149.1199951171875	146.3133087158203	1262100	36.0	36.040000915527344	35.2400016784668	35.41999816894531	33.973350524902344	6116400	25.049999237060547	25.270000457763672	24.719999313354492	25.260000228881836	25.139484405517578	3361300	133.97000122070312	134.16000366210938	131.35000610351562	131.60000610351562	129.66748046875	1393100	111.1500015258789	111.62000274658203	110.45999908447266	111.44999694824219	111.27923583984375	2014600	78.58000183105469	80.95999908447266	78.19999694824219	80.94999694824219	80.50870513916016	1717800	93.69000244140625	94.08999633789062	92.47000122070312	93.11000061035156	92.23991394042969	1068900	27.93000030517578	28.0	27.079999923706055	27.18000030517578	26.550270080566406	4254200	51.63999938964844	51.869998931884766	51.2400016784668	51.7599983215332	50.03764343261719	3104600	42.209999084472656	42.349998474121094	41.7599983215332	42.09000015258789	41.1242561340332	5,738,100.0	61.380001068115234	61.45000076293945	60.810001373291016	61.04999923706055	59.11445999145508	11447900	143.5	144.80999755859375	142.77999877929688	144.80999755859375	144.80999755859375	667600	23.940000534057617	23.940000534057617	23.40999984741211	23.489999771118164	22.021411895751953	6970000	227.50999450683594	228.38999938964844	226.7100067138672	228.38999938964844	228.38999938964844	3764000	81.31999969482422	81.4800033569336	79.3499984741211	79.7699966430664	78.20751953125	1797800	107.94000244140625	108.3499984741211	106.76000213623047	107.33999633789062	107.33999633789062	1901000	1,875.0	1,898.010009765625	1,864.1500244140625	1,898.010009765625	1,898.010009765625	4029000	66.72000122070312	66.9000015258789	65.19000244140625	65.5	62.789100646972656	1757500	151.5	152.60000610351562	151.02999877929688	151.49000549316406	150.88499450683594	1905600	177.5	180.8000030517578	177.13999938964844	180.7899932861328	177.49703979492188	2857400	145.8699951171875	146.02000427246094	145.0800018310547	145.97000122070312	143.0941619873047	5777000	51.20000076293945	52.060001373291016	51.16999816894531	52.040000915527344	50.89521408081055	7808000	510.0	510.0	504.9200134277344	508.9800109863281	498.8034973144531	560400	117.88999938964844	118.22000122070312	116.7300033569336	117.9800033569336	117.34937286376953	1031400	77.0	77.55999755859375	76.5199966430664	77.55000305175781	77.31178283691406	1622600	69.48999786376953	69.48999786376953	68.41000366210938	68.95999908447266	68.56230163574219	873500	106.02999877929688	108.08999633789062	105.20999908447266	107.5999984741211	106.42919158935547	4858900	252.0	255.85000610351562	251.00999450683594	255.85000610351562	251.6812286376953	204800	73.91999816894531	74.3499984741211	73.26000213623047	74.33000183105469	71.83599090576172	2880700	149.97999572753906	150.0500030517578	147.47000122070312	149.1999969482422	148.52040100097656	1052400	145.0	145.7100067138672	142.02000427246094	142.72000122070312	141.4994354248047	843400	146.99000549316406	147.60000610351562	144.7899932861328	146.47999572753906	146.47999572753906	487500	85.05999755859375	85.12999725341797	83.9800033569336	84.66000366210938	83.06062316894531	2121900	139.11000061035156	139.85000610351562	137.52000427246094	138.69000244140625	137.5670166015625	976500	112.04000091552734	112.04000091552734	109.41999816894531	110.37999725341797	108.58430480957031	906900	261.5299987792969	265.260009765625	260.489990234375	265.0199890136719	265.0199890136719	445500	99.1500015258789	101.69000244140625	98.77999877929688	101.6500015258789	100.39981079101562	3234100	124.79000091552734	125.38999938964844	123.44999694824219	125.38999938964844	124.2381362915039	572400	79.16000366210938	79.94999694824219	78.76000213623047	79.8499984741211	79.03192901611328	869500	94.04000091552734	94.9000015258789	93.79000091552734	94.83999633789062	90.45962524414062	1744600	148.94000244140625	149.4499969482422	145.8300018310547	148.4499969482422	144.4806365966797	806200	252.64999389648438	254.27000427246094	249.6699981689453	254.27000427246094	254.27000427246094	261800	193.66000366210938	193.88999938964844	189.85000610351562	190.22999572753906	188.8594970703125	1590500	62.97999954223633	63.27000045776367	60.81999969482422	61.880001068115234	61.880001068115234	4969200	98.25	98.86000061035156	97.68000030517578	98.86000061035156	98.64075469970703	708900	99.66999816894531	100.25	99.4800033569336	100.2300033569336	98.1482162475586	2555100	205.67999267578125	207.23500061035156	203.10000610351562	204.72000122070312	204.72000122070312	624500	149.27999877929688	151.1300048828125	148.89999389648438	151.1199951171875	150.37677001953125	845100	137.39999389648438	137.57000732421875	135.00999450683594	135.8300018310547	132.91612243652344	1421300	105.62000274658203	106.02999877929688	104.80000305175781	105.95999908447266	103.32733154296875	801100	92.83999633789062	93.06999969482422	92.18000030517578	92.66999816894531	91.76365661621094	3045300	13.350000381469727	13.449999809265137	13.130000114440918	13.199999809265137	13.151219367980957	22771700	142.05999755859375	144.38999938964844	141.75	143.60000610351562	142.405029296875	3006500	75.38999938964844	75.81999969482422	74.87999725341797	75.79000091552734	75.28063201904297	1930600	47.7599983215332	48.380001068115234	47.54999923706055	48.22999954223633	47.546592712402344	5644800	45.779998779296875	45.779998779296875	45.25	45.43000030517578	44.15939712524414	5011800	158.77999877929688	160.72999572753906	158.3300018310547	160.6199951171875	159.35238647460938	22622100	94.69000244140625	94.69000244140625	93.30000305175781	93.77999877929688	93.77999877929688	2191500	172.50999450683594	173.86000061035156	167.13999938964844	168.80999755859375	168.80999755859375	742600	60.959999084472656	61.0099983215332	60.22999954223633	60.95000076293945	59.596702575683594	1612000	21.25	21.25	20.989999771118164	21.040000915527344	20.06003189086914	10373100	106.52999877929688	107.62999725341797	106.29000091552734	107.58000183105469	104.76315307617188	675700	114.45999908447266	114.91000366210938	113.0999984741211	114.55999755859375	113.10494995117188	3917000	74.70999908447266	75.58000183105469	74.30999755859375	74.37999725341797	72.6750259399414	2632200	72.81999969482422	73.19000244140625	72.25	73.19000244140625	72.431640625	2830100	259.0299987792969	260.3999938964844	255.1699981689453	259.1400146484375	259.1400146484375	387800	52.95000076293945	53.11000061035156	52.130001068115234	52.56999969482422	52.09255599975586	3492000	18.649999618530273	18.65999984741211	18.1299991607666	18.229999542236328	17.90677261352539	8615600	13.34000015258789	13.369999885559082	12.739999771118164	12.920000076293945	12.079255104064941	12652500	76.94000244140625	77.0999984741211	75.76000213623047	76.05000305175781	74.63330841064453	1460900	392.8599853515625	399.3699951171875	390.95001220703125	399.3699951171875	392.0939636230469	1258400	241.14999389648438	242.27000427246094	237.17999267578125	238.8699951171875	237.74069213867188	555800	73.8499984741211	74.0	71.93000030517578	72.4800033569336	70.30574035644531	1997600	120.11000061035156	120.6500015258789	118.73999786376953	120.43000030517578	118.51934814453125	1279300	203.82000732421875	205.63999938964844	202.60000610351562	205.63999938964844	202.6175537109375	638200	33.2400016784668	33.59000015258789	33.09000015258789	33.34000015258789	33.12504196166992	1985800	64.80000305175781	65.16000366210938	63.47999954223633	63.5	62.37532424926758	5967300	261.0799865722656	266.6000061035156	261.0799865722656	266.1600036621094	264.6179504394531	1124500	54.25	54.41999816894531	53.09000015258789	53.540000915527344	52.93110656738281	1771400	25.610000610351562	26.030000686645508	25.520000457763672	26.020000457763672	14.77596664428711	5273300	284.9599914550781	291.67999267578125	284.2200012207031	291.239990234375	291.239990234375	1831100	177.4499969482422	179.0399932861328	176.9199981689453	178.42999267578125	174.68052673339844	1472100	65.5	65.80999755859375	64.69999694824219	65.80999755859375	65.13834381103516	1070600	51.220001220703125	51.29999923706055	48.75	49.11000061035156	47.35589599609375	5039100	319.32000732421875	322.5	317.32000732421875	322.3900146484375	313.76910400390625	2032900	88.38999938964844	88.44000244140625	86.95999908447266	87.30999755859375	85.48968505859375	2447500	36.40999984741211	36.5	36.13999938964844	36.29999923706055	35.89738845825195	4979300	37.08000183105469	37.33000183105469	36.650001525878906	37.22999954223633	36.513545989990234	4190300	116.4800033569336	116.83999633789062	115.47000122070312	116.83000183105469	116.47132110595703	1722500	46.56999969482422	46.63999938964844	45.880001068115234	46.11000061035156	44.922725677490234	3081000	43.54999923706055	43.880001068115234	43.189998626708984	43.220001220703125	42.75093460083008	6287500	120.01000213623047	120.36000061035156	117.45999908447266	118.0	115.20584869384766	1071900	238.75	239.91000366210938	236.72000122070312	239.91000366210938	239.5855255126953	5938400	112.88999938964844	112.88999938964844	110.36000061035156	110.72000122070312	107.99056243896484	860800	206.75	209.7899932861328	206.27000427246094	209.77999877929688	209.77999877929688	12077100	123.0	123.16000366210938	119.58000183105469	120.19999694824219	118.75733184814453	1618900	90.02999877929688	90.79000091552734	89.2699966430664	90.77999877929688	89.77019500732422	758400	138.3000030517578	138.5399932861328	135.1300048828125	135.5800018310547	132.65667724609375	605700	63.849998474121094	64.0	63.13999938964844	63.34000015258789	62.344390869140625	13163700	59.810001373291016	60.63999938964844	59.77000045776367	60.5	58.775550842285156	2018200	48.060001373291016	48.41999816894531	47.880001068115234	48.41999816894531	47.59033966064453	16708100	139.8699951171875	140.83999633789062	139.1999969482422	139.89999389648438	138.8578643798828	3002300	487.4100036621094	491.4100036621094	480.489990234375	490.42999267578125	490.42999267578125	1378800	85.9000015258789	86.3499984741211	85.19999694824219	85.94999694824219	85.55216979980469	1410500	65.1500015258789	65.2699966430664	63.310001373291016	63.439998626708984	61.8524284362793	2008000	20.780000686645508	20.780000686645508	19.520000457763672	19.600000381469727	18.87723159790039	7470300	116.0	116.33999633789062	115.0199966430664	115.5199966430664	115.5199966430664	5197700	61.970001220703125	62.81999969482422	61.79999923706055	62.77000045776367	61.336692810058594	1670000	184.2100067138672	187.88999938964844	181.8800048828125	187.8300018310547	187.8300018310547	1515000	89.56999969482422	90.56999969482422	89.11000061035156	89.73999786376953	89.73999786376953	2769800	105.87999725341797	105.93000030517578	104.2300033569336	104.7300033569336	101.92716217041016	950900	198.42999267578125	203.3699951171875	198.05999755859375	203.30999755859375	200.58737182617188	1214700	234.92999267578125	236.2899932861328	233.32000732421875	235.05999755859375	235.05999755859375	420100	177.67999267578125	180.00999450683594	177.13999938964844	180.0	175.0394744873047	3601700	118.86000061035156	119.88999938964844	118.69999694824219	118.94000244140625	117.41471862792969	6764900	52.099998474121094	52.310001373291016	51.38999938964844	52.06999969482422	52.06999969482422	1644100
2020-01-03	152.5	153.33999633789062	151.83999633789062	153.17999267578125	151.25320434570312	2216500	62.529998779296875	62.90999984741211	62.43000030517578	62.560001373291016	60.564544677734375	3531800	179.5399932861328	181.19000244140625	178.2899932861328	180.97999572753906	178.02438354492188	2344200	50.04999923706055	50.400001525878906	49.56999969482422	49.88999938964844	49.31443405151367	4892300	87.1500015258789	94.45999908447266	86.19000244140625	93.55999755859375	92.62194061279297	3940600	120.44000244140625	122.5	120.27999877929688	122.20999908447266	122.20999908447266	729100	64.62999725341797	65.37000274658203	64.55999755859375	65.06999969482422	63.23820877075195	4689700	231.60000610351562	232.61000061035156	230.3000030517578	231.5800018310547	227.36624145507812	2274500	77.4000015258789	77.58000183105469	75.93000030517578	75.94999694824219	73.41559600830078	1461500	38.720001220703125	39.2400016784668	38.66999816894531	38.93000030517578	37.786773681640625	14158300	92.62000274658203	92.77999877929688	91.12000274658203	92.66000366210938	92.66000366210938	1255800	120.02999877929688	120.73999786376953	119.69999694824219	119.77999877929688	117.38329315185547	770900	106.36000061035156	107.37999725341797	105.18000030517578	106.41000366210938	106.41000366210938	1316000	109.58999633789062	110.44000244140625	108.3499984741211	109.12999725341797	108.72602844238281	2027100	202.02999877929688	204.97000122070312	201.72999572753906	204.3300018310547	202.7877655029297	411400	23.93000030517578	24.40999984741211	23.6200008392334	23.709999084472656	23.474088668823242	9144300	290.7699890136719	292.67999267578125	290.2200012207031	290.8500061035156	290.8500061035156	700100	33.209999084472656	33.43000030517578	33.11000061035156	33.290000915527344	33.03665542602539	3299300	252.27999877929688	252.47999572753906	249.22000122070312	250.1699981689453	250.1699981689453	921300	158.5	161.36000061035156	158.5	160.63999938964844	158.4420928955078	371300	372.82000732421875	377.4200134277344	371.6400146484375	374.6199951171875	373.5276184082031	167700	167.97999572753906	168.2100067138672	165.7899932861328	167.1199951171875	163.7028350830078	581300	15.899999618530273	15.960000038146973	15.710000038146973	15.770000457763672	15.24542236328125	7802100	95.0	95.75	93.43000030517578	94.41000366210938	92.19356536865234	2168500	49.16999816894531	49.95000076293945	49.15999984741211	49.630001068115234	46.33623123168945	7850700	94.98426818847656	97.32536315917969	94.7199478149414	96.50724029541016	94.23848724365234	3127600	75.91999816894531	76.75	75.6500015258789	76.58000183105469	70.86192321777344	1727600	111.25	112.41999816894531	108.19000244140625	108.48999786376953	104.56242370605469	2236900	435.80999755859375	439.2200012207031	433.0400085449219	438.75	438.75	482900	199.38999938964844	200.5500030517578	198.85000610351562	200.0800018310547	196.3699493408203	2767600	50.2599983215332	50.43000030517578	49.79999923706055	50.27000045776367	49.085662841796875	2276100	90.6500015258789	91.70999908447266	90.5199966430664	91.23999786376953	89.37425994873047	1859400	53.11000061035156	53.619998931884766	52.900001525878906	53.41999816894531	51.591163635253906	15608800	1,175.739990234375	1,190.31005859375	1,175.739990234375	1,187.97998046875	1,187.97998046875	188800	38.290000915527344	38.560001373291016	38.130001068115234	38.2599983215332	37.73469543457031	1144700	1,347.8599853515625	1,372.5	1,345.5439453125	1,360.6600341796875	1,360.6600341796875	1186400	366.8999938964844	370.7900085449219	364.19000244140625	366.7799987792969	366.7799987792969	138100	72.81999969482422	73.87999725341797	72.80999755859375	73.83000183105469	73.43086242675781	1451600	166.08999633789062	167.3699951171875	165.24000549316406	167.08999633789062	163.44142150878906	362500	44.83000183105469	45.220001220703125	44.56999969482422	45.0099983215332	44.24518966674805	20496400	89.12999725341797	90.95999908447266	89.08999633789062	90.88999938964844	90.28132629394531	588900	52.220001220703125	52.75	51.900001525878906	52.70000076293945	52.046714782714844	546900	353.79998779296875	361.7300109863281	353.79998779296875	360.04998779296875	360.04998779296875	202500	92.87999725341797	93.3499984741211	91.54000091552734	91.55000305175781	87.55892944335938	2713200	38.56999969482422	38.790000915527344	38.0099983215332	38.20000076293945	37.230533599853516	2751300	73.22000122070312	74.05999755859375	73.06999969482422	73.56999969482422	71.90877532958984	4453000	132.7899932861328	133.6199951171875	131.80999755859375	133.49000549316406	132.177978515625	1229400	67.83999633789062	68.47000122070312	67.68000030517578	68.0199966430664	66.80696105957031	3473800	1,348.0	1,373.75	1,347.3199462890625	1,361.52001953125	1,361.52001953125	1170400	28.270000457763672	28.290000915527344	27.34000015258789	27.649999618530273	27.548194885253906	14008900	130.3000030517578	132.47000122070312	130.22999572753906	131.77000427246094	129.84336853027344	1963500	53.66999816894531	54.349998474121094	53.560001373291016	53.79999923706055	52.67966079711914	976100	78.30999755859375	78.83000183105469	77.66999816894531	78.7300033569336	77.75373077392578	1604700	117.70999908447266	118.83999633789062	117.41000366210938	118.7300033569336	115.70232391357422	1422900	269.489990234375	273.67999267578125	268.1099853515625	272.7099914550781	272.7099914550781	343200	85.58000183105469	86.8499984741211	84.05999755859375	84.98999786376953	83.29224395751953	3716200	124.66000366210938	125.52999877929688	123.93000030517578	124.76000213623047	122.79303741455078	5018500	47.459999084472656	47.91999816894531	47.41999816894531	47.900001525878906	47.472633361816406	2127800	158.02999877929688	159.6300048828125	157.25	159.4199981689453	158.1647491455078	567000	45.47999954223633	45.58000183105469	44.849998474121094	45.400001525878906	45.00779342651367	1931700	54.0	54.56999969482422	53.959999084472656	54.2400016784668	53.610374450683594	6791700	84.70999908447266	85.04000091552734	84.4000015258789	84.81999969482422	82.66417694091797	964700	88.16999816894531	89.38999938964844	87.9000015258789	88.69999694824219	85.19175720214844	5988500	17.540000915527344	17.739999771118164	17.420000076293945	17.670000076293945	16.797060012817383	5457900	143.97000122070312	145.88999938964844	143.75999450683594	145.25999450683594	142.92681884765625	770900	237.16000366210938	240.25999450683594	236.24000549316406	238.47000122070312	233.63217163085938	1879000	70.54000091552734	70.98999786376953	70.05999755859375	70.41999816894531	70.41999816894531	1317600	111.83999633789062	113.0999984741211	111.7699966430664	112.83000183105469	111.007080078125	1047100	102.44000244140625	102.86000061035156	101.88999938964844	102.29000091552734	99.92375946044922	666400	10.460000038146973	10.630000114440918	10.3100004196167	10.489999771118164	10.142712593078613	9447300	299.4599914550781	302.4200134277344	298.6000061035156	300.42999267578125	299.16693115234375	2501300	17.510000228881836	17.540000915527344	17.139999389648438	17.280000686645508	16.9910945892334	6896300	35.279998779296875	35.95000076293945	35.279998779296875	35.880001068115234	35.880001068115234	1277600	87.55000305175781	89.86000061035156	87.55000305175781	89.38999938964844	87.60946655273438	2188000	58.5	58.810001373291016	58.02000045776367	58.5099983215332	57.149513244628906	5161800	165.05999755859375	166.77000427246094	165.0	166.1699981689453	166.1699981689453	3205400	207.39999389648438	209.0500030517578	205.1699981689453	205.25999450683594	202.5774688720703	2899300	9.3100004196167	9.369999885559082	9.149999618530273	9.210000038146973	9.055987358093262	45040800	100.58999633789062	102.0	100.30999755859375	101.91999816894531	101.16100311279297	4541800	302.32000732421875	308.4200134277344	302.32000732421875	306.6700134277344	306.6700134277344	165000	56.06999969482422	57.11000061035156	56.04999923706055	57.06999969482422	54.81755447387695	2966100	287.2699890136719	291.8800048828125	284.3599853515625	289.5400085449219	285.876953125	2711400	62.599998474121094	63.36000061035156	62.54999923706055	63.310001373291016	62.12123489379883	1667700	50.9900016784668	51.15999984741211	50.599998474121094	51.09000015258789	49.32445526123047	5162300	28.479999542236328	28.81999969482422	28.399999618530273	28.700000762939453	28.25830078125	5442000	25.8700008392334	26.299999237060547	25.770000457763672	26.100000381469727	25.321548461914062	4993800	368.2099914550781	372.3500061035156	367.04998779296875	369.1600036621094	369.1600036621094	500800	60.689998626708984	61.72999954223633	60.560001373291016	61.209999084472656	60.57444381713867	5415200	36.72999954223633	36.91999816894531	36.11000061035156	36.31999969482422	35.88227081298828	9173000	31.100000381469727	31.530000686645508	30.920000076293945	31.489999771118164	31.469852447509766	1,985,900.0	140.19000244140625	143.0500030517578	140.19000244140625	142.8699951171875	141.78106689453125	710600	88.55000305175781	89.2699966430664	88.48999786376953	88.98999786376953	86.55935668945312	1058500	126.9000015258789	127.1933364868164	125.84666442871094	126.49333190917969	126.06887817382812	620000	133.57000732421875	133.8000030517578	133.5500030517578	133.77000427246094	131.7672576904297	1430400	24.260000228881836	24.510000228881836	24.170000076293945	24.34000015258789	23.713964462280273	3041800	81.80999755859375	82.55000305175781	81.7300033569336	81.76000213623047	79.050537109375	2840700	48.029998779296875	49.38999938964844	47.540000915527344	48.599998474121094	48.599998474121094	73127400	155.0	156.4199981689453	152.88999938964844	153.35000610351562	151.2323760986328	1782100	57.7400016784668	58.220001220703125	57.25	57.599998474121094	57.599998474121094	1611800	50.40999984741211	51.61000061035156	50.290000915527344	51.380001068115234	49.8291130065918	1101600	61.060001373291016	61.36000061035156	58.16999816894531	58.22999954223633	55.84348678588867	9671100	106.9800033569336	108.4800033569336	106.73999786376953	108.27999877929688	106.92049407958984	721600	49.31999969482422	49.79999923706055	49.13999938964844	49.36000061035156	48.4128532409668	1876300	139.80999755859375	140.9499969482422	138.5500030517578	140.0	140.0	420600	58.029998779296875	58.93000030517578	57.650001525878906	58.66999816894531	58.28665542602539	4466300	140.85000610351562	142.6999969482422	140.10000610351562	142.4600067138672	139.31234741210938	1254500	52.9900016784668	54.04999923706055	52.95000076293945	53.7599983215332	53.04446029663086	11026700	85.02999877929688	85.94000244140625	84.86000061035156	85.02999877929688	82.2223129272461	3806700	19.920000076293945	20.030000686645508	19.770000457763672	19.90999984741211	19.096683502197266	6898800	87.80000305175781	89.38999938964844	87.69999694824219	89.26000213623047	85.98919677734375	846500	216.16000366210938	219.88999938964844	214.5500030517578	217.97999572753906	217.97999572753906	943400	34.119998931884766	35.040000915527344	34.099998474121094	35.0	34.319557189941406	3005300	94.5	95.5199966430664	94.29000091552734	95.30999755859375	94.07415771484375	678200	16.600000381469727	16.760000228881836	16.420000076293945	16.6200008392334	15.948902130126953	2508900	153.6999969482422	156.5	153.24000549316406	155.97999572753906	155.97999572753906	447900	114.05999755859375	115.23999786376953	112.05999755859375	112.33999633789062	112.33999633789062	2695100	79.0	80.01000213623047	78.87999725341797	79.93000030517578	77.306396484375	1018300	93.27999877929688	94.04000091552734	93.0999984741211	93.36000061035156	91.1438980102539	1939400	177.17999267578125	177.17999267578125	174.3800048828125	176.80999755859375	172.92758178710938	1017600	86.44000244140625	87.5	86.4000015258789	87.23999786376953	87.23999786376953	865900	141.10000610351562	142.08999633789062	140.0500030517578	141.75999450683594	141.75999450683594	834800	207.00999450683594	208.91000366210938	207.00999450683594	207.97000122070312	206.57894897460938	501700	38.4900016784668	39.08000183105469	38.310001373291016	39.02000045776367	38.656707763671875	2607200	84.01000213623047	84.43000030517578	83.3499984741211	83.87999725341797	81.75480651855469	1068300	30.40999984741211	30.8700008392334	30.209999084472656	30.639999389648438	28.649517059326172	4402600	25.229999542236328	25.329999923706055	24.8700008392334	25.09000015258789	24.379854202270508	3735700	85.75	86.66999816894531	85.58999633789062	85.88999938964844	84.83873748779297	4747000	67.5199966430664	68.36000061035156	67.4000015258789	68.0	66.2325668334961	1240600	14.220000267028809	14.430000305175781	14.220000267028809	14.399999618530273	14.1648588180542	1976500	154.08999633789062	155.94000244140625	153.1199951171875	155.2899932861328	154.25173950195312	417200	129.08999633789062	131.2100067138672	129.02000427246094	131.07000732421875	127.77275848388672	481300	3,699.0	3,825.0	3,699.0	3,781.429931640625	3,781.429931640625	30400	107.5999984741211	108.30000305175781	107.44000244140625	108.08999633789062	107.20938110351562	698900	109.48999786376953	110.41999816894531	108.76000213623047	108.76000213623047	108.76000213623047	7098300	31.84000015258789	32.22999954223633	31.770000457763672	32.029998779296875	32.029998779296875	3599600	322.489990234375	325.1400146484375	321.010009765625	322.7300109863281	322.7300109863281	1346100	22.40999984741211	22.780000686645508	22.40999984741211	22.729999542236328	21.831205368041992	2302000	588.1799926757812	594.5800170898438	582.1599731445312	593.3400268554688	593.3400268554688	418700	167.6699981689453	170.92999267578125	167.1300048828125	170.1999969482422	168.90682983398438	734900	54.15999984741211	55.310001373291016	54.0	54.529998779296875	54.529998779296875	16815800	nan	nan	nan	nan	nan	nan	29.540000915527344	29.729999542236328	29.309999465942383	29.600000381469727	28.870332717895508	6977700	228.64999389648438	230.27000427246094	225.97999572753906	226.0	223.27273559570312	1710400	69.62000274658203	70.1500015258789	69.38999938964844	69.72000122070312	68.3563232421875	2822400	44.83000183105469	45.25	44.5	44.7400016784668	44.661930084228516	1670600	66.80000305175781	67.11000061035156	66.0199966430664	66.91999816894531	66.54263305664062	1404600	168.36000061035156	170.3000030517578	167.5	169.32000732421875	164.61825561523438	461900	36.0099983215332	36.349998474121094	36.0099983215332	36.099998474121094	35.54230499267578	940300	135.4600067138672	136.7899932861328	135.1300048828125	135.6300048828125	132.72830200195312	4000100	70.63999938964844	70.83999633789062	69.58999633789062	70.66000366210938	66.97527313232422	1143400	79.80000305175781	80.5199966430664	79.44999694824219	79.69999694824219	77.55807495117188	12437400	290.04998779296875	292.8999938964844	289.3299865722656	291.7300109863281	289.8292541503906	1926000	67.04000091552734	67.12999725341797	65.06999969482422	65.69999694824219	63.94003677368164	6333200	204.52999877929688	206.5500030517578	203.72999572753906	204.6999969482422	203.72804260253906	1076200	127.62999725341797	129.24000549316406	127.31999969482422	128.50999450683594	126.5927963256836	605900	108.41999816894531	111.52999877929688	108.0999984741211	111.20999908447266	111.20999908447266	1328200	170.91000366210938	172.8800048828125	170.42999267578125	172.75999450683594	171.1476593017578	309100	76.16666412353516	77.5	76.1066665649414	77.20999908447266	77.20999908447266	2993700	78.05999755859375	78.43000030517578	77.47000122070312	78.16999816894531	78.16999816894531	1831900	31.5	31.649999618530273	31.219999313354492	31.239999771118164	29.97252655029297	5012700	124.31999969482422	125.0999984741211	123.94000244140625	124.5999984741211	123.35200500488281	2090600	44.83000183105469	45.060001373291016	44.70000076293945	44.720001220703125	42.88075637817383	2835800	19.889999389648438	20.040000915527344	19.739999771118164	19.799999237060547	19.28382110595703	5349500	268.4599914550781	271.0299987792969	268.4100036621094	269.5899963378906	266.9183349609375	1562900	52.81999969482422	53.220001220703125	52.77000045776367	52.97999954223633	51.88373947143555	2125400	104.55999755859375	104.87999725341797	103.05999755859375	104.30999755859375	101.65513610839844	799100	74.16000366210938	75.33000183105469	74.12999725341797	75.08000183105469	75.08000183105469	937700	19.850000381469727	20.149999618530273	19.84000015258789	20.079999923706055	19.855010986328125	3490200	183.14999389648438	185.80999755859375	182.27000427246094	184.39999389648438	183.78634643554688	1310900	207.0	210.57000732421875	207.0	209.58999633789062	208.14202880859375	801600	104.2699966430664	105.69999694824219	104.08999633789062	105.11000061035156	103.29901123046875	679100	60.439998626708984	61.279998779296875	60.0	60.970001220703125	60.970001220703125	1213300	18.780000686645508	18.850000381469727	18.5	18.65999984741211	17.849950790405273	3206800	141.99000549316406	143.44000244140625	141.80999755859375	142.14999389648438	140.77056884765625	883200	17.170000076293945	17.5	17.020000457763672	17.440000534057617	16.57493782043457	4817300	205.6300048828125	207.83999633789062	203.19000244140625	206.82000732421875	203.9143524169922	895400	164.97000122070312	167.61000061035156	164.1699981689453	167.22999572753906	167.22999572753906	556600	55.63999938964844	56.75	55.5	56.470001220703125	56.09140396118164	2623600	227.55999755859375	229.8300018310547	227.0	228.61000061035156	226.71023559570312	1598900	20.479999542236328	20.68000030517578	20.450000762939453	20.530000686645508	19.95806121826172	5421800	35.52000045776367	35.59000015258789	35.15999984741211	35.38999938964844	35.38999938964844	1377500	25.290000915527344	25.450000762939453	24.579999923706055	24.760000228881836	24.341720581054688	11562600	61.689998626708984	62.70000076293945	61.65999984741211	62.310001373291016	61.070823669433594	2074800	53.11000061035156	53.599998474121094	52.40999984741211	52.41999816894531	49.89287185668945	5004300	88.38999938964844	88.7300033569336	86.69999694824219	87.26000213623047	87.26000213623047	1475400	368.1499938964844	375.82000732421875	366.3699951171875	375.010009765625	370.5205993652344	2600300	103.91999816894531	105.5	103.63999938964844	105.05000305175781	102.43252563476562	708100	188.41000366210938	190.9600067138672	187.9199981689453	189.60000610351562	188.72401428222656	4899700	61.31999969482422	62.09000015258789	61.25	61.349998474121094	59.92574691772461	2021400	29.170000076293945	29.579999923706055	29.149999618530273	29.440000534057617	29.086929321289062	3111000	79.80000305175781	79.94000244140625	79.04000091552734	79.56999969482422	78.10537719726562	1511000	174.2100067138672	175.75999450683594	173.5500030517578	175.5500030517578	173.67236328125	1301100	94.95999908447266	95.56999969482422	94.55000305175781	95.37000274658203	93.83805084228516	1439800	187.36000061035156	189.91000366210938	186.27999877929688	189.52999877929688	187.125732421875	1311500	97.2699966430664	98.16999816894531	97.2699966430664	97.70999908447266	95.71179962158203	503800	52.45000076293945	52.810001373291016	52.279998779296875	52.7599983215332	52.502403259277344	829300	10.930000305175781	11.100000381469727	10.899999618530273	11.0600004196167	10.940199851989746	4053300	51.099998474121094	51.75	47.65999984741211	48.18000030517578	46.59662628173828	3178400	90.68000030517578	92.06999969482422	90.51000213623047	91.25	89.14029693603516	5633300	42.9900016784668	43.349998474121094	42.220001220703125	42.36000061035156	41.72956848144531	1050700	168.05999755859375	170.4499969482422	168.05999755859375	169.9600067138672	166.81661987304688	1000100	52.22999954223633	52.52000045776367	51.81999969482422	51.939998626708984	50.6157112121582	4718900	118.70999908447266	119.81999969482422	118.05000305175781	119.5999984741211	117.92223358154297	2774200	49.72999954223633	50.06999969482422	49.41999816894531	49.880001068115234	48.764530181884766	625900	31.709999084472656	32.099998474121094	31.260000228881836	31.520000457763672	31.520000457763672	14429500	90.16000366210938	91.55999755859375	89.91000366210938	90.58000183105469	88.853515625	2506100	66.43000030517578	66.72000122070312	66.05999755859375	66.55999755859375	66.55999755859375	663400	51.40999984741211	51.88999938964844	51.15999984741211	51.70000076293945	50.24878692626953	1215800	87.26000213623047	87.63999938964844	86.44000244140625	87.0199966430664	85.2137451171875	8340300	53.599998474121094	54.41999816894531	53.040000915527344	54.349998474121094	54.14162826538086	3536100	58.7400016784668	58.869998931884766	57.619998931884766	57.970001220703125	56.223899841308594	1597800	121.77999877929688	122.72000122070312	120.73999786376953	121.01000213623047	116.20609283447266	6360900	238.82000732421875	241.61000061035156	238.55999755859375	241.1199951171875	239.63365173339844	475800	26.5	26.540000915527344	25.920000076293945	26.100000381469727	24.74534797668457	6983500	21.479999542236328	21.959999084472656	21.399999618530273	21.850000381469727	21.850000381469727	4596600	262.20001220703125	263.5799865722656	259.2699890136719	260.75	259.117919921875	459700	83.12999725341797	83.51000213623047	82.69999694824219	82.86000061035156	81.21795654296875	2199100	76.1500015258789	78.0999984741211	75.16000366210938	77.9000015258789	77.9000015258789	5529300	119.02999877929688	122.12000274658203	119.02999877929688	121.33000183105469	119.99053955078125	599700	46.369998931884766	47.209999084472656	45.970001220703125	46.08000183105469	44.8018684387207	2349600	366.79998779296875	372.0	364.3800048828125	364.8599853515625	363.4849853515625	891400	136.5500030517578	137.3699951171875	136.35000610351562	137.02000427246094	134.20558166503906	927300	160.02999877929688	164.5800018310547	159.3699951171875	164.3800048828125	162.279541015625	962400	29.18000030517578	29.280000686645508	28.739999771118164	29.059999465942383	27.764638900756836	1862600	853.239990234375	870.9400024414062	853.239990234375	865.1300048828125	865.1300048828125	422700	2,042.469970703125	2,067.68994140625	2,035.0	2,065.47998046875	2,065.47998046875	294000	54.65999984741211	55.060001373291016	54.22999954223633	54.90999984741211	52.832496643066406	896100	28.420000076293945	28.899999618530273	28.360000610351562	28.399999618530273	27.96775245666504	5611400	83.80999755859375	85.06999969482422	83.2699966430664	84.01000213623047	82.88330841064453	801500	146.39999389648438	147.89999389648438	146.0500030517578	146.5	146.5	7320200	116.5	118.41000366210938	116.47000122070312	118.16000366210938	117.00852966308594	551700	217.13999938964844	219.67999267578125	216.75	218.92999267578125	215.050048828125	3423200	59.810001373291016	60.70000076293945	59.810001373291016	60.099998474121094	59.068382263183594	15293900	43.810001373291016	44.25	43.16999816894531	43.61000061035156	42.26164627075195	15097400	565.3400268554688	571.530029296875	564.2899780273438	564.4500122070312	560.5425415039062	545200	145.27999877929688	148.36000061035156	144.8000030517578	147.94000244140625	147.44052124023438	1191700	23.290000915527344	23.520000457763672	23.190000534057617	23.459999084472656	22.32118797302246	2626600	123.9000015258789	125.54000091552734	123.11000061035156	124.75	121.71526336669922	958800	124.80999755859375	126.33000183105469	124.36000061035156	126.13999938964844	121.78355407714844	475200	103.56999969482422	104.83999633789062	102.8499984741211	103.29000091552734	103.17195129394531	642000	114.97000122070312	116.86000061035156	114.83999633789062	116.72000122070312	113.65119934082031	2477800	77.11000061035156	77.80000305175781	76.77999877929688	77.73999786376953	76.3177490234375	892000	104.63999938964844	104.63999938964844	103.7300033569336	104.30000305175781	103.73441314697266	392700	297.1600036621094	301.5899963378906	296.5	301.20001220703125	295.7030029296875	400700	62.279998779296875	62.91999816894531	62.279998779296875	62.68000030517578	61.47884750366211	2422500	133.57000732421875	134.86000061035156	133.55999755859375	134.33999633789062	129.49668884277344	2373700	137.5	139.22999572753906	137.0800018310547	138.33999633789062	135.59591674804688	10386800	77.08000183105469	77.91000366210938	76.76000213623047	77.87000274658203	77.3348159790039	660200	36.689998626708984	36.97999954223633	36.619998931884766	36.665000915527344	36.10185241699219	4035800	63.88999938964844	65.30999755859375	63.54999923706055	64.61000061035156	63.77459716796875	3958000	102.41000366210938	102.8499984741211	101.00399780273438	101.87999725341797	101.87999725341797	1124000	575.469970703125	590.3599853515625	575.469970703125	585.1199951171875	578.3670654296875	385200	154.75999450683594	156.0	154.1300048828125	155.77999877929688	152.66883850097656	1176000	45.95000076293945	46.58000183105469	45.810001373291016	46.4900016784668	45.227638244628906	1434500	94.3499984741211	94.6500015258789	90.8499984741211	91.5199966430664	87.50526428222656	5057000	202.00999450683594	204.38999938964844	200.8000030517578	203.17999267578125	203.138427734375	1387300	268.07000732421875	271.9800109863281	267.07000732421875	269.57000732421875	269.57000732421875	493100	41.0	41.13999938964844	40.0	40.560001373291016	39.43748092651367	9752000	18.020000457763672	19.09000015258789	17.8799991607666	18.860000610351562	18.630001068115234	16167000	293.67999267578125	299.5299987792969	293.67999267578125	296.8800048828125	293.7961730957031	986800	79.63999938964844	81.66000366210938	79.55000305175781	81.55000305175781	78.67741394042969	1687000	329.1700134277344	332.9800109863281	328.69000244140625	331.80999755859375	331.80999755859375	1577600	193.19000244140625	196.58999633789062	193.19000244140625	196.44000244140625	193.53634643554688	2003700	47.400001525878906	47.65999984741211	47.31999969482422	47.459999084472656	46.03385543823242	2970900	54.31999969482422	54.9900016784668	54.09000015258789	54.689998626708984	53.29502487182617	11354500	58.540000915527344	59.349998474121094	58.18000030517578	59.08000183105469	57.25337219238281	4892300	152.57000732421875	153.8800048828125	151.24000549316406	152.91000366210938	150.32847595214844	809800	158.41000366210938	159.58999633789062	157.42999267578125	158.8300018310547	154.10011291503906	1374400	88.55999755859375	89.2300033569336	88.45999908447266	88.62999725341797	86.09088134765625	1379600	34.97999954223633	35.150001525878906	34.7599983215332	34.900001525878906	34.20030975341797	50357900	40.810001373291016	41.02000045776367	40.40999984741211	40.65999984741211	40.01164245605469	4206700	89.19000244140625	90.4000015258789	89.05999755859375	90.20999908447266	89.28518676757812	1362400	26.510000228881836	26.93000030517578	26.43000030517578	26.920000076293945	26.546018600463867	3511200	36.29999923706055	36.779998779296875	36.029998779296875	36.45000076293945	35.38934326171875	1042600	145.38999938964844	146.00999450683594	144.7100067138672	145.72000122070312	144.5895538330078	205700	94.2300033569336	95.23999786376953	93.70999908447266	95.16000366210938	92.78238677978516	1557900	292.04998779296875	296.80999755859375	291.7200012207031	294.69000244140625	291.775634765625	962200	101.9800033569336	102.5199966430664	101.31999969482422	102.0	100.77880859375	1450100	74.2874984741211	75.1449966430664	74.125	74.35749816894531	73.84803009033203	146322800	326.7799987792969	329.8599853515625	325.5299987792969	325.8999938964844	325.8999938964844	3806900	155.3000030517578	156.36000061035156	154.66000366210938	155.38999938964844	154.4318389892578	1715300	790.0999755859375	802.0700073242188	788.2000122070312	789.5399780273438	789.5399780273438	149700	26.770000457763672	26.940000534057617	26.729999542236328	26.790000915527344	26.075119018554688	3405400	57.5	58.119998931884766	56.90999984741211	58.060001373291016	57.66153335571289	9078100	113.1500015258789	115.47000122070312	113.0999984741211	115.33000183105469	113.6943130493164	1424900	56.150001525878906	56.29999923706055	55.65999984741211	56.20000076293945	54.336673736572266	4434300	201.16000366210938	205.0500030517578	201.10000610351562	204.5500030517578	201.81040954589844	1184900	63.349998474121094	65.11000061035156	63.349998474121094	64.7699966430664	64.37712860107422	2371000	21.239999771118164	21.489999771118164	20.739999771118164	20.760000228881836	20.56197166442871	4112400	206.3800048828125	209.57000732421875	206.30999755859375	209.22999572753906	204.97845458984375	672100	111.55999755859375	112.5199966430664	110.87999725341797	112.37999725341797	111.51136016845703	1371300	44.52000045776367	45.209999084472656	44.349998474121094	44.97999954223633	44.97999954223633	4704100	99.29000091552734	101.02999877929688	99.19000244140625	100.94000244140625	100.32579040527344	785500	115.8499984741211	117.20999908447266	115.8499984741211	117.02999877929688	116.19390106201172	535200	126.30999755859375	127.79000091552734	125.75	126.3499984741211	124.64851379394531	1072800	58.54999923706055	59.06999969482422	58.459999084472656	58.70000076293945	57.103660583496094	2992200	33.70000076293945	34.369998931884766	33.66999816894531	34.33000183105469	33.03358459472656	2996200	110.56999969482422	111.97000122070312	110.36000061035156	111.81999969482422	110.91015625	1107000	164.8300018310547	167.5399932861328	164.8300018310547	167.1199951171875	164.70326232910156	937000	18.989999771118164	19.43000030517578	18.889999389648438	19.270000457763672	19.270000457763672	2711600	29.850000381469727	30.219999313354492	29.790000915527344	30.020000457763672	30.020000457763672	1900300	90.2300033569336	91.06999969482422	90.1500015258789	90.4000015258789	87.4816665649414	2825400	275.4599914550781	278.2699890136719	275.4599914550781	277.239990234375	271.4090270996094	162400	211.13999938964844	213.8800048828125	210.75999450683594	213.6999969482422	207.5205535888672	773400	321.4800109863281	325.2900085449219	321.3299865722656	322.82000732421875	322.1947937011719	819600	216.7899932861328	219.52999877929688	215.2100067138672	218.6999969482422	218.6999969482422	542800	149.6999969482422	152.3699951171875	148.72000122070312	152.13999938964844	151.75181579589844	316100	254.9600067138672	258.1099853515625	253.75	256.9700012207031	256.9700012207031	468400	148.77000427246094	149.9600067138672	147.4499969482422	148.44000244140625	144.979248046875	3100600	131.00999450683594	133.0500030517578	131.00999450683594	132.99000549316406	130.90267944335938	280300	94.25	94.83000183105469	93.5999984741211	94.0999984741211	93.86127471923828	960600	330.6300048828125	334.8900146484375	330.29998779296875	332.760009765625	330.7919006347656	3875900	69.5999984741211	70.41999816894531	69.54000091552734	70.2699966430664	69.64156341552734	1224200	40.58000183105469	40.95000076293945	40.52000045776367	40.86000061035156	40.741573333740234	1506800	88.41000366210938	90.4000015258789	87.97000122070312	90.19999694824219	89.28449249267578	2580800	153.42999267578125	155.30999755859375	152.42999267578125	154.14999389648438	153.77383422851562	2329000	44.22999954223633	44.56999969482422	44.0099983215332	44.25	43.58464431762695	1858700	61.08000183105469	61.540000915527344	60.88999938964844	61.36000061035156	60.712501525878906	2535700	76.0	76.51000213623047	75.55999755859375	76.41999816894531	74.65827178955078	2672600	153.97000122070312	154.9499969482422	153.72999572753906	154.19000244140625	154.19000244140625	1047200	97.54000091552734	99.87000274658203	97.41000366210938	99.4800033569336	98.36498260498047	1031000	48.459999084472656	48.619998931884766	48.310001373291016	48.43000030517578	47.385353088378906	1658300	66.8499984741211	67.55999755859375	66.62000274658203	67.33999633789062	66.82593536376953	739800	14.050000190734863	14.069999694824219	13.600000381469727	13.75	13.685385704040527	14858400	36.11000061035156	36.2599983215332	35.220001220703125	35.22999954223633	34.54750061035156	4045800	14.789999961853027	14.859999656677246	14.600000381469727	14.8100004196167	14.115904808044434	7858600	279.1000061035156	282.0199890136719	278.67999267578125	280.44000244140625	280.44000244140625	488800	63.119998931884766	63.61000061035156	62.869998931884766	63.279998779296875	63.279998779296875	1741100	21.489999771118164	21.639999389648438	21.290000915527344	21.579999923706055	21.13469886779785	2749200	132.47999572753906	134.91000366210938	132.27000427246094	134.16000366210938	133.56275939941406	1274000	318.4800109863281	322.9599914550781	318.260009765625	322.29998779296875	322.2398681640625	197300	178.7100067138672	180.07000732421875	177.50999450683594	179.11000061035156	176.63914489746094	1400800	36.5099983215332	36.84000015258789	36.290000915527344	36.720001220703125	35.273681640625	694500	25.950000762939453	25.989999771118164	25.360000610351562	25.639999389648438	24.866809844970703	3125700	359.42999267578125	363.3599853515625	358.4599914550781	363.0299987792969	361.4476623535156	479300	16.81999969482422	16.8799991607666	16.6299991607666	16.770000457763672	16.16706657409668	8382600	274.6499938964844	279.45001220703125	274.6499938964844	275.7900085449219	273.61260986328125	442400	339.5400085449219	342.260009765625	335.010009765625	340.6600036621094	335.85137939453125	355200	14.609999656677246	14.859999656677246	14.609999656677246	14.819999694824219	14.582152366638184	1037300	61.61000061035156	62.4900016784668	61.38999938964844	62.40999984741211	59.99397659301758	833500	70.72000122070312	72.0999984741211	70.72000122070312	71.63999938964844	71.63999938964844	687100	49.59000015258789	50.130001068115234	49.439998626708984	49.779998779296875	48.170738220214844	1174200	291.7200012207031	295.260009765625	290.7799987792969	294.6700134277344	292.8002624511719	490800	127.45999908447266	129.25	127.2300033569336	127.8499984741211	125.0877456665039	4057200	115.12000274658203	115.91999816894531	114.62999725341797	115.77999877929688	114.16654205322266	587400	98.5	99.41999816894531	98.31999969482422	99.2300033569336	98.2105941772461	835100	102.66873168945312	103.75485229492188	102.5135726928711	103.29712677001953	101.76536560058594	1142100	144.2899932861328	145.97999572753906	144.0	145.35000610351562	140.32455444335938	1308200	11.569999694824219	12.0	11.529999732971191	11.970000267028809	11.940223693847656	85885800	274.54998779296875	278.20001220703125	274.0299987792969	276.9100036621094	275.1656188964844	576800	nan	nan	nan	nan	nan	nan	42.810001373291016	43.220001220703125	42.65999984741211	42.68000030517578	41.58183670043945	3544100	38.58000183105469	39.20000076293945	38.56999969482422	39.060001373291016	37.23114013671875	27414400	122.16000366210938	123.52999877929688	121.86000061035156	122.58000183105469	120.28968811035156	7970500	133.30999755859375	133.47000122070312	130.02999877929688	130.9499969482422	130.9499969482422	843700	122.01000213623047	123.98999786376953	121.9000015258789	123.87999725341797	122.12420654296875	359200	128.4199981689453	129.66000366210938	128.39999389648438	129.00999450683594	125.25066375732422	1163900	284.1700134277344	291.6700134277344	283.8699951171875	290.80999755859375	290.80999755859375	859100	47.15999984741211	47.5	46.75	47.349998474121094	46.621986389160156	883200	45.56999969482422	46.040000915527344	45.56999969482422	45.97999954223633	45.310386657714844	1023700	14.350000381469727	14.5	14.239999771118164	14.40999984741211	13.869023323059082	5653600	25.709999084472656	26.139999389648438	25.530000686645508	25.690000534057617	25.371530532836914	5940600	152.9499969482422	155.39999389648438	152.9499969482422	155.25999450683594	154.12445068359375	1053100	110.97000122070312	112.08999633789062	110.83000183105469	111.87999725341797	110.40181732177734	1486500	193.1999969482422	201.4600067138672	193.1999969482422	200.8800048828125	200.8800048828125	912100	61.04999923706055	61.56999969482422	60.77000045776367	61.2400016784668	61.01449203491211	3229200	119.91000366210938	120.88999938964844	117.6500015258789	118.6500015258789	117.32202911376953	2339000	35.66999816894531	35.974998474121094	35.54999923706055	35.689998626708984	34.72807312011719	3993900	101.41999816894531	102.01000213623047	100.36000061035156	101.8499984741211	100.37649536132812	1145500	71.41000366210938	72.38999938964844	71.22000122070312	71.56999969482422	70.57108306884766	1337600	84.4800033569336	85.76000213623047	84.38999938964844	85.5	84.81139373779297	1871700	164.99000549316406	166.55999755859375	161.3699951171875	165.7100067138672	165.7100067138672	1089000	50.5099983215332	50.560001373291016	49.7599983215332	49.959999084472656	49.35932159423828	1032700	179.3300018310547	181.1699981689453	177.86000061035156	179.0800018310547	176.58287048339844	833400	20.329999923706055	20.5	20.100000381469727	20.200000762939453	20.200000762939453	7957300	140.75999450683594	142.1699981689453	140.10000610351562	141.97000122070312	141.74859619140625	262700	238.6300048828125	241.36000061035156	238.13999938964844	240.32000732421875	236.56869506835938	1774300	56.2400016784668	56.77000045776367	55.849998474121094	56.29999923706055	56.00815963745117	910000	40.0	40.15999984741211	39.540000915527344	39.90999984741211	38.20572280883789	2768100	71.33999633789062	71.37000274658203	70.16000366210938	70.33000183105469	66.6999740600586	17386900	149.42999267578125	151.5	149.1999969482422	150.6300048828125	149.5618133544922	638000	561.3400268554688	578.4099731445312	561.3400268554688	577.8400268554688	577.8400268554688	278000	33.59000015258789	33.9900016784668	33.310001373291016	33.34000015258789	32.7349853515625	3054300	30.510000228881836	30.6200008392334	30.190000534057617	30.440000534057617	29.529565811157227	4245300	377.94000244140625	381.260009765625	377.4599914550781	380.04998779296875	378.48675537109375	192900	88.66000366210938	89.0999984741211	88.0999984741211	88.83000183105469	87.44535827636719	4874100	208.5	210.6300048828125	207.0	209.8000030517578	207.29379272460938	1802100	68.87000274658203	70.29000091552734	68.5199966430664	69.83999633789062	68.55301666259766	2925600	54.5	54.93000030517578	54.22999954223633	54.38999938964844	53.19959259033203	2837400	148.7899932861328	149.42999267578125	147.6699981689453	147.75999450683594	144.97889709472656	1264900	35.15999984741211	35.5	35.11000061035156	35.380001068115234	33.93498992919922	4105100	25.56999969482422	25.809999465942383	25.15999984741211	25.350000381469727	25.229055404663086	2553100	130.0500030517578	130.85000610351562	129.6300048828125	129.69000244140625	127.7855224609375	1598400	110.0	110.41000366210938	108.63999938964844	109.98999786376953	109.82147216796875	1854500	79.70999908447266	80.58000183105469	79.33000183105469	80.33000183105469	79.89208221435547	968700	92.62000274658203	92.87000274658203	91.76000213623047	91.95999908447266	91.10066223144531	1527300	27.1200008392334	27.43000030517578	27.110000610351562	27.399999618530273	26.765172958374023	3440400	51.22999954223633	51.470001220703125	50.939998626708984	51.36000061035156	49.65095901489258	2358800	41.72999954223633	41.7599983215332	41.06999969482422	41.45000076293945	40.49894332885742	4,640,100.0	60.59000015258789	60.790000915527344	60.06999969482422	60.400001525878906	58.485069274902344	13263200	142.4199981689453	145.0399932861328	142.3800048828125	144.92999267578125	144.92999267578125	682400	23.31999969482422	23.6299991607666	23.270000457763672	23.59000015258789	22.115158081054688	7542700	225.69000244140625	227.42999267578125	225.47999572753906	226.17999267578125	226.17999267578125	3023900	79.44999694824219	80.91999816894531	79.41000366210938	80.80000305175781	79.21735382080078	1326500	105.58000183105469	107.75	105.12000274658203	107.19999694824219	107.19999694824219	1840300	1,864.5	1,886.199951171875	1,864.5	1,874.969970703125	1,874.969970703125	3764400	65.08000183105469	66.08999633789062	64.79000091552734	66.01000213623047	63.277992248535156	1110700	149.19000244140625	150.02000427246094	148.74000549316406	149.27000427246094	148.67385864257812	2116900	178.33999633789062	179.8300018310547	177.41000366210938	178.86000061035156	175.60220336914062	2805200	143.5	145.3699951171875	143.0	144.27999877929688	141.4374542236328	5752400	51.220001220703125	51.45000076293945	50.83000183105469	51.20000076293945	50.073692321777344	6706000	501.7200012207031	506.70001220703125	501.5199890136719	503.57000732421875	493.50164794921875	337300	116.69999694824219	117.80999755859375	116.38999938964844	117.66999816894531	117.041015625	526800	76.19999694824219	77.3499984741211	76.02999877929688	77.2300033569336	76.9927749633789	1143500	68.3499984741211	69.18000030517578	68.16000366210938	69.05000305175781	68.65177154541016	438400	105.4000015258789	106.8499984741211	104.86000061035156	105.23999786376953	104.09486389160156	10014900	253.1999969482422	263.80999755859375	251.91000366210938	263.5	259.2065734863281	408100	73.5199966430664	74.77999877929688	73.27999877929688	74.31999969482422	71.82632446289062	4155800	147.4199981689453	149.67999267578125	145.9600067138672	148.80999755859375	148.13217163085938	963500	141.36000061035156	143.60000610351562	141.0	142.10000610351562	140.88473510742188	906800	143.47999572753906	144.9600067138672	140.39999389648438	141.82000732421875	141.82000732421875	311300	84.19999694824219	84.72000122070312	83.93000030517578	84.3499984741211	82.75647735595703	1759900	136.52999877929688	137.6300048828125	135.57000732421875	136.72000122070312	135.61294555664062	746600	110.05999755859375	111.31999969482422	110.05999755859375	111.11000061035156	109.30243682861328	724200	260.8699951171875	266.3900146484375	259.989990234375	264.7699890136719	264.7699890136719	399100	100.55000305175781	101.05999755859375	99.0999984741211	99.30999755859375	98.08858489990234	3521900	123.83000183105469	124.9000015258789	122.83000183105469	123.83999633789062	122.70237731933594	480500	79.02999877929688	80.3499984741211	78.69999694824219	80.31999969482422	79.49710845947266	795100	93.4000015258789	93.72000122070312	92.68000030517578	93.26000213623047	88.95260620117188	1526300	146.64999389648438	146.64999389648438	145.0	145.9199981689453	142.01829528808594	521100	247.9600067138672	251.1199951171875	246.8000030517578	250.3300018310547	250.3300018310547	476500	188.60000610351562	191.5399932861328	187.36000061035156	189.32000732421875	187.95606994628906	1251100	60.7400016784668	62.119998931884766	60.7400016784668	61.15999984741211	61.15999984741211	4965000	96.70999908447266	97.68000030517578	95.7699966430664	96.98999786376953	96.77490997314453	558900	98.9000015258789	99.94000244140625	98.76000213623047	99.5999984741211	97.53128814697266	1966200	200.0	203.8300018310547	198.47999572753906	200.85000610351562	200.85000610351562	766900	150.0	152.72999572753906	150.0	152.58999633789062	151.8395538330078	876900	134.97999572753906	136.77000427246094	134.6199951171875	135.7899932861328	132.87698364257812	1352900	105.30999755859375	106.61000061035156	105.30999755859375	106.5	103.85391998291016	461800	92.0999984741211	94.9800033569336	91.94999694824219	94.66999816894531	93.74409484863281	2544500	13.0	13.09000015258789	12.789999961853027	12.800000190734863	12.752697944641113	20401300	140.85000610351562	142.27000427246094	139.94000244140625	141.47000122070312	140.29275512695312	1760500	74.66000366210938	76.22000122070312	74.66000366210938	75.81999969482422	75.31043243408203	1411100	47.439998626708984	47.599998474121094	46.900001525878906	47.0099983215332	46.34387969970703	6698900	45.33000183105469	45.77000045776367	45.31999969482422	45.56999969482422	44.29548263549805	5385600	158.32000732421875	159.9499969482422	158.05999755859375	158.6199951171875	157.36817932128906	21116200	93.01000213623047	93.58000183105469	92.5	93.02999877929688	93.02999877929688	2102600	166.8300018310547	169.32000732421875	165.24000549316406	166.82000732421875	166.82000732421875	746100	60.29999923706055	60.77000045776367	60.290000915527344	60.63999938964844	59.293582916259766	1326800	21.06999969482422	21.209999084472656	21.020000457763672	21.200000762939453	20.21257972717285	10148700	106.0	106.4800033569336	105.20999908447266	105.37000274658203	102.61102294921875	995900	113.16000366210938	114.41000366210938	113.05000305175781	113.87999725341797	112.43359375	2764600	74.31999969482422	74.87000274658203	74.12999725341797	74.77999877929688	73.06585693359375	1459400	72.0	72.94000244140625	71.62999725341797	72.88999938964844	72.13475036621094	3326300	256.1000061035156	258.6499938964844	254.8800048828125	256.04998779296875	256.04998779296875	305300	52.45000076293945	53.220001220703125	52.400001525878906	52.959999084472656	52.47901153564453	4330400	17.940000534057617	18.100000381469727	17.93000030517578	18.040000915527344	17.720142364501953	7338700	12.779999732971191	12.859999656677246	12.510000228881836	12.59000015258789	11.770729064941406	11253000	75.83999633789062	76.55000305175781	75.83999633789062	76.08000183105469	74.6627426147461	1239900	404.0199890136719	417.1700134277344	403.0	413.739990234375	406.2021179199219	2990100	237.7100067138672	241.8000030517578	237.7100067138672	241.02999877929688	239.89048767089844	787400	72.19000244140625	73.9000015258789	72.11000061035156	73.79000091552734	71.57644653320312	1769600	118.0	119.66999816894531	117.7300033569336	118.30999755859375	116.43297576904297	1374400	201.91000366210938	203.22999572753906	200.50999450683594	202.63999938964844	199.66165161132812	542600	32.9900016784668	33.2599983215332	32.7599983215332	33.22999954223633	33.015743255615234	1098200	62.75	62.95000076293945	61.880001068115234	62.15999984741211	61.059059143066406	6005300	261.6099853515625	265.3699951171875	261.44000244140625	264.3800048828125	262.8482360839844	798500	53.119998931884766	53.470001220703125	52.689998626708984	53.380001068115234	52.772926330566406	1955300	25.729999542236328	25.969999313354492	25.600000381469727	25.829999923706055	14.668070793151855	2706400	286.8999938964844	293.05999755859375	286.5	291.1000061035156	291.1000061035156	1135800	178.0	180.42999267578125	178.0	180.17999267578125	176.39376831054688	1662200	64.87000274658203	65.5	64.55000305175781	65.38999938964844	64.7226333618164	739700	48.58000183105469	49.380001068115234	48.459999084472656	49.189998626708984	47.43303680419922	3174800	317.510009765625	320.0	314.0799865722656	314.19000244140625	305.7883605957031	2287000	86.06999969482422	87.63999938964844	85.91000366210938	87.18000030517578	85.36239624023438	1713600	35.91999816894531	36.099998474121094	35.779998779296875	35.959999084472656	35.5611572265625	3960900	36.66999816894531	36.81999969482422	36.029998779296875	36.56999969482422	35.86624526977539	4101300	115.43000030517578	117.0	115.19999694824219	116.86000061035156	116.50122833251953	1486500	45.88999938964844	46.189998626708984	45.720001220703125	46.02000045776367	44.835044860839844	2259500	43.75	44.040000915527344	42.790000915527344	42.83000183105469	42.36516571044922	9148900	117.2300033569336	120.18000030517578	117.08000183105469	119.94000244140625	117.09992218017578	869400	235.10000610351562	237.8300018310547	234.10000610351562	236.07000732421875	235.75074768066406	5134600	109.4800033569336	110.19999694824219	109.01000213623047	109.22000122070312	106.52754974365234	844700	207.2100067138672	210.39999389648438	206.9499969482422	208.6699981689453	208.6699981689453	11188400	120.44000244140625	122.12000274658203	120.44000244140625	120.9800033569336	119.52798461914062	869300	89.33999633789062	89.56999969482422	88.55000305175781	89.22000122070312	88.22754669189453	553600	134.4199981689453	136.8699951171875	134.4199981689453	136.63999938964844	133.69383239746094	456800	62.61000061035156	63.33000183105469	62.54999923706055	62.779998779296875	61.79319381713867	12984600	59.86000061035156	60.04999923706055	58.810001373291016	58.90999984741211	57.230873107910156	1649700	47.90999984741211	48.13999938964844	47.47999954223633	47.630001068115234	46.81387710571289	15577400	137.88999938964844	140.32000732421875	137.80999755859375	139.02000427246094	137.98443603515625	2365700	485.5299987792969	496.5899963378906	485.5299987792969	494.4700012207031	494.4700012207031	974100	84.66999816894531	85.33000183105469	84.5	84.56999969482422	84.17855834960938	1118300	63.31999969482422	63.779998779296875	63.29999923706055	63.5	61.91093063354492	956600	19.5	19.90999984741211	19.489999771118164	19.809999465942383	19.079486846923828	4152400	115.02999877929688	116.7300033569336	114.5	116.37000274658203	116.37000274658203	2834000	61.95000076293945	62.4900016784668	61.209999084472656	61.70000076293945	60.2911262512207	1429800	184.49000549316406	186.41000366210938	183.77999877929688	184.9499969482422	184.9499969482422	737900	86.80000305175781	88.16000366210938	86.26000213623047	87.9000015258789	87.9000015258789	3562900	104.58000183105469	106.58999633789062	104.4000015258789	106.5199966430664	103.66925048828125	745000	206.1699981689453	210.8300018310547	206.1699981689453	210.47000122070312	207.65150451660156	2182200	231.5399932861328	233.8300018310547	229.92999267578125	231.00999450683594	231.00999450683594	389700	177.02000427246094	178.66000366210938	175.6300048828125	178.4499969482422	173.5321807861328	2466900	118.2699966430664	118.79000091552734	117.58999633789062	117.88999938964844	116.37818908691406	5399200	51.2400016784668	51.939998626708984	51.130001068115234	51.88999938964844	51.88999938964844	1626600
2020-01-06	151.25	153.5500030517578	150.1699981689453	153.3000030517578	151.37171936035156	2389700	62.560001373291016	63.0	62.5099983215332	62.810001373291016	60.80656814575195	3507600	179.6999969482422	180.0800018310547	177.94000244140625	179.42999267578125	176.49969482421875	3142500	49.349998474121094	49.400001525878906	48.27000045776367	48.380001068115234	47.82185745239258	6696400	92.44999694824219	92.51000213623047	90.4800033569336	90.69999694824219	89.79061889648438	1960200	122.0199966430664	125.12999725341797	121.55000305175781	124.69000244140625	124.69000244140625	1678700	64.66999816894531	65.83000183105469	64.66000366210938	65.6500015258789	63.8018798828125	8248700	229.92999267578125	234.02000427246094	229.49000549316406	233.9499969482422	229.693115234375	3329300	75.63999938964844	76.83999633789062	75.4000015258789	75.51000213623047	72.99028778076172	1274600	38.81999969482422	39.0	38.70000076293945	38.880001068115234	37.73823928833008	14963900	92.26000213623047	93.62999725341797	92.01000213623047	93.48999786376953	93.48999786376953	1862800	118.91999816894531	119.5	118.22000122070312	118.45999908447266	116.0896987915039	710900	105.6500015258789	107.7699966430664	104.55999755859375	106.58000183105469	106.58000183105469	1661300	108.16000366210938	109.06999969482422	107.80000305175781	108.73999786376953	108.33747863769531	2218300	204.02999877929688	204.5800018310547	201.8800048828125	204.5800018310547	203.03587341308594	620200	23.90999984741211	24.139999389648438	23.459999084472656	23.940000534057617	23.70180320739746	8108200	290.239990234375	291.19000244140625	288.20001220703125	290.82000732421875	290.82000732421875	1271000	32.97999954223633	33.04999923706055	32.849998474121094	32.88999938964844	32.63969802856445	4060200	248.7100067138672	251.08999633789062	246.74000549316406	250.9499969482422	250.9499969482422	880500	160.0399932861328	161.5800018310547	159.58999633789062	161.02999877929688	158.8267364501953	604700	373.3399963378906	380.3599853515625	372.07000732421875	378.989990234375	377.8848571777344	170000	165.4199981689453	167.8000030517578	165.22000122070312	167.6699981689453	164.24159240722656	748700	15.609999656677246	15.779999732971191	15.59000015258789	15.720000267028809	15.1970853805542	9155300	95.66000366210938	95.91000366210938	93.97000122070312	94.9000015258789	92.67205047607422	2018200	49.630001068115234	50.06999969482422	49.43000030517578	49.83000183105469	46.52295684814453	6532500	96.5701675415039	96.81560516357422	95.9723129272461	96.71491241455078	94.44127655029297	2605100	76.30000305175781	77.13999938964844	76.12000274658203	76.91000366210938	71.16728210449219	2109700	108.23999786376953	108.44000244140625	107.20999908447266	107.80999755859375	103.90703582763672	3917100	437.0299987792969	437.0299987792969	429.2200012207031	434.6600036621094	434.6600036621094	837100	199.60000610351562	202.77000427246094	199.35000610351562	202.3300018310547	198.57821655273438	4660400	50.310001373291016	50.75	50.02000045776367	50.7400016784668	49.54458999633789	3978800	91.33999633789062	91.80000305175781	90.80000305175781	91.30999755859375	89.44281768798828	1418100	52.7400016784668	53.20000076293945	52.720001220703125	53.099998474121094	51.28211975097656	13200300	1,167.010009765625	1,177.739990234375	1,147.1400146484375	1,165.7099609375	1,165.7099609375	296800	38.099998474121094	38.290000915527344	37.79999923706055	37.959999084472656	37.43880844116211	1427900	1,350.0	1,396.5	1,350.0	1,394.2099609375	1,394.2099609375	1732300	363.45001220703125	372.2300109863281	363.19000244140625	372.0299987792969	372.0299987792969	140300	73.36000061035156	74.05000305175781	73.19999694824219	73.98999786376953	73.5899887084961	1617100	166.36000061035156	166.4499969482422	164.8699951171875	165.86000061035156	162.23828125	407600	44.65999984741211	44.869998931884766	44.54999923706055	44.66999816894531	43.91096496582031	17628200	90.68000030517578	91.08999633789062	90.27999877929688	90.72000122070312	90.11246490478516	575900	52.43000030517578	52.779998779296875	52.040000915527344	52.66999816894531	52.01708221435547	371900	359.3699951171875	363.4100036621094	357.7300109863281	358.6300048828125	358.6300048828125	222400	91.33999633789062	92.58000183105469	91.08999633789062	91.30999755859375	87.32939147949219	2710700	38.13999938964844	38.18000030517578	37.2599983215332	37.380001068115234	36.43134307861328	2605600	73.12000274658203	73.94000244140625	73.05999755859375	73.86000061035156	72.19223022460938	4620700	131.58999633789062	131.8699951171875	130.38999938964844	131.6300048828125	130.3362579345703	1518000	68.08000183105469	68.8499984741211	68.01000213623047	68.48999786376953	67.26858520507812	4607500	1,351.6300048828125	1,398.3199462890625	1,351.0	1,397.81005859375	1,397.81005859375	2338400	27.190000534057617	27.489999771118164	27.079999923706055	27.31999969482422	27.219409942626953	6105800	131.4199981689453	132.55999755859375	130.94000244140625	132.25999450683594	130.32620239257812	2102900	53.79999923706055	54.119998931884766	53.54999923706055	53.75	52.63069534301758	2585200	78.2699966430664	78.5199966430664	77.41999816894531	78.44000244140625	77.46732330322266	1798800	118.98999786376953	119.88999938964844	118.5999984741211	119.1500015258789	116.11161041259766	1527900	267.8999938964844	278.20001220703125	267.0	278.0899963378906	278.0899963378906	446600	85.9000015258789	89.29000091552734	85.77999877929688	88.44000244140625	86.67333221435547	8485500	123.97000122070312	124.6500015258789	123.22000122070312	123.58000183105469	121.63163757324219	4226900	47.2400016784668	47.630001068115234	47.0099983215332	47.529998779296875	47.10593032836914	3314500	157.74000549316406	158.88999938964844	156.42999267578125	156.8000030517578	155.5653839111328	880200	45.02000045776367	45.54999923706055	44.61000061035156	45.529998779296875	45.13667297363281	2225900	54.38999938964844	54.47999954223633	53.849998474121094	54.150001525878906	53.521419525146484	5906400	84.4800033569336	84.8499984741211	84.37000274658203	84.80999755859375	82.65442657470703	1196700	88.22000122070312	89.62000274658203	87.9800033569336	89.4000015258789	85.86406707763672	6786600	17.5	17.799999237060547	17.420000076293945	17.790000915527344	16.9111328125	4199800	145.27000427246094	145.27999877929688	143.64999389648438	144.57000732421875	142.2479248046875	1032900	237.1999969482422	240.4499969482422	236.55999755859375	240.3000030517578	235.42506408691406	1802800	69.9800033569336	70.97000122070312	69.6500015258789	70.8499984741211	70.8499984741211	1544700	112.33999633789062	113.20999908447266	112.04000091552734	113.16000366210938	111.33175659179688	1214800	102.51000213623047	103.77999877929688	102.0999984741211	103.70999908447266	101.3109130859375	1112300	10.479999542236328	10.520000457763672	10.40999984741211	10.420000076293945	10.075031280517578	8621700	297.3599853515625	301.3299865722656	296.0199890136719	301.2300109863281	299.9635925292969	3307200	17.440000534057617	17.479999542236328	17.1299991607666	17.420000076293945	17.12875747680664	8388500	35.56999969482422	35.779998779296875	35.43000030517578	35.63999938964844	35.63999938964844	1833900	89.44000244140625	89.5999984741211	88.88999938964844	89.04000091552734	87.26644134521484	1794500	57.06999969482422	57.790000915527344	56.81999969482422	57.709999084472656	56.36811828613281	6869200	165.0	173.6699981689453	164.4499969482422	173.4499969482422	173.4499969482422	8836200	204.60000610351562	206.35000610351562	204.19000244140625	204.38999938964844	201.71885681152344	2395300	9.100000381469727	9.170000076293945	9.0600004196167	9.15999984741211	9.00682258605957	43372300	100.94999694824219	101.83999633789062	100.87000274658203	101.83000183105469	101.0716781616211	4612400	304.0	310.42999267578125	302.6300048828125	310.2099914550781	310.2099914550781	228600	57.15999984741211	57.880001068115234	56.900001525878906	57.65999984741211	55.38426971435547	2276200	288.0	291.6600036621094	287.2200012207031	291.54998779296875	287.8614807128906	3079100	62.77000045776367	63.09000015258789	62.5099983215332	62.810001373291016	61.63062286376953	991300	50.630001068115234	51.029998779296875	50.31999969482422	50.95000076293945	49.189292907714844	3271700	28.56999969482422	28.8700008392334	28.350000381469727	28.799999237060547	28.35675811767578	6929600	25.920000076293945	26.09000015258789	25.610000610351562	25.850000381469727	25.079004287719727	8018800	368.2300109863281	372.1400146484375	364.5	371.739990234375	371.739990234375	690800	59.849998474121094	60.459999084472656	59.29999923706055	59.88999938964844	59.268150329589844	8586000	35.95000076293945	36.18000030517578	35.79999923706055	35.84000015258789	35.408058166503906	8408200	31.350000381469727	31.540000915527344	31.0	31.209999084472656	31.190031051635742	2,410,900.0	142.11000061035156	143.52999877929688	141.7100067138672	143.47999572753906	142.3864288330078	729200	89.08999633789062	89.4000015258789	88.80000305175781	88.9000015258789	86.4718246459961	908800	125.80000305175781	126.05333709716797	124.04666900634766	125.49333190917969	125.07223510742188	644900	133.57000732421875	133.8300018310547	133.57000732421875	133.64999389648438	131.64903259277344	2024200	24.15999984741211	24.40999984741211	24.139999389648438	24.290000915527344	23.665250778198242	4141100	81.8499984741211	82.6500015258789	81.8499984741211	82.38999938964844	79.65966033935547	2164400	48.02000045776367	48.86000061035156	47.86000061035156	48.38999938964844	48.38999938964844	47934900	154.91000366210938	159.00999450683594	153.02000427246094	158.11000061035156	155.92665100097656	2126300	57.08000183105469	57.27000045776367	56.52000045776367	56.79999923706055	56.79999923706055	2302500	51.29999923706055	51.849998474121094	50.959999084472656	51.70000076293945	50.13945388793945	2153200	57.720001220703125	58.72999954223633	57.02000045776367	58.220001220703125	55.83389663696289	7878000	107.79000091552734	108.26000213623047	106.88999938964844	108.20999908447266	106.85137939453125	718400	49.2599983215332	49.81999969482422	48.93000030517578	49.77000045776367	48.81498718261719	2410200	138.8000030517578	139.67999267578125	137.58999633789062	138.25	138.25	568800	58.470001220703125	59.869998931884766	58.439998626708984	59.7400016784668	59.34967041015625	4910800	142.13999938964844	142.67999267578125	141.25	141.25999450683594	138.13885498046875	1631100	53.36000061035156	54.20000076293945	53.349998474121094	54.040000915527344	53.32073974609375	10982400	84.91000366210938	86.11000061035156	84.37000274658203	86.0199966430664	83.17962646484375	7041400	19.6200008392334	19.68000030517578	19.469999313354492	19.610000610351562	18.808935165405273	9225600	88.97000122070312	90.87999725341797	88.7300033569336	90.63999938964844	87.31861877441406	633000	217.72999572753906	224.35000610351562	216.91000366210938	224.02999877929688	224.02999877929688	1436600	34.79999923706055	34.900001525878906	34.47999954223633	34.619998931884766	33.94694519042969	2952300	95.05000305175781	95.75	94.52999877929688	95.75	94.50845336914062	1024700	16.540000915527344	16.579999923706055	16.389999389648438	16.540000915527344	15.87213134765625	2065100	155.3300018310547	158.88999938964844	155.24000549316406	158.86000061035156	158.86000061035156	473000	110.83000183105469	112.9800033569336	109.4000015258789	111.63999938964844	111.63999938964844	3186200	79.38999938964844	79.66999816894531	78.95999908447266	79.52999877929688	76.91952514648438	1436600	93.3499984741211	93.98999786376953	93.2699966430664	93.66999816894531	91.446533203125	1253200	175.55999755859375	175.55999755859375	173.16000366210938	174.1300048828125	170.3064422607422	1253900	86.6500015258789	87.58000183105469	86.61000061035156	87.55000305175781	87.55000305175781	1394200	140.52000427246094	142.16000366210938	139.6999969482422	141.97999572753906	141.97999572753906	924800	207.22999572753906	208.57000732421875	206.77000427246094	208.57000732421875	207.17494201660156	740600	39.099998474121094	39.56999969482422	39.0	39.310001373291016	38.94401168823242	2145700	83.01000213623047	83.37999725341797	81.66999816894531	82.4000015258789	80.31230926513672	2278300	30.68000030517578	31.469999313354492	30.559999465942383	31.170000076293945	29.14508819580078	2871600	24.90999984741211	25.290000915527344	24.729999542236328	25.290000915527344	24.57419204711914	3267000	85.62000274658203	86.36000061035156	85.20999908447266	86.33999633789062	85.28323364257812	5631700	68.0	68.12999725341797	67.55000305175781	67.94000244140625	66.17413330078125	1323600	14.34000015258789	14.369999885559082	14.199999809265137	14.359999656677246	14.12551212310791	2011900	154.9600067138672	156.1199951171875	153.85000610351562	156.02999877929688	154.98678588867188	449100	130.74000549316406	131.47000122070312	128.7100067138672	131.25999450683594	127.95797729492188	492700	3,779.85009765625	3,820.0	3,771.389892578125	3,783.27001953125	3,783.27001953125	34500	107.27999877929688	107.55999755859375	106.68000030517578	107.52999877929688	106.65394592285156	1097500	107.56999969482422	110.22000122070312	107.44000244140625	110.16999816894531	110.16999816894531	6764500	31.829999923706055	32.08000183105469	31.56999969482422	31.959999084472656	31.959999084472656	2416900	320.9700012207031	325.7099914550781	318.7699890136719	325.5299987792969	325.5299987792969	760800	22.579999923706055	22.950000762939453	22.520000457763672	22.93000030517578	22.023298263549805	3321100	590.0	597.6199951171875	587.9500122070312	595.760009765625	595.760009765625	524800	170.25999450683594	171.72000122070312	169.6199951171875	171.22000122070312	169.91908264160156	663300	53.75	54.13999938964844	53.15999984741211	53.56999969482422	53.56999969482422	18768700	nan	nan	nan	nan	nan	nan	29.3700008392334	29.690000534057617	29.25	29.68000030517578	28.948362350463867	6013700	225.14999389648438	228.14999389648438	224.94000244140625	225.89999389648438	223.17393493652344	1737400	69.18000030517578	70.12000274658203	69.04000091552734	70.08999633789062	68.71908569335938	2922500	44.61000061035156	44.79999923706055	44.33000183105469	44.779998779296875	44.70185852050781	1333100	66.08999633789062	66.88999938964844	66.0199966430664	66.5999984741211	66.22443389892578	1342700	169.0	169.5	166.67999267578125	167.9199981689453	163.2571258544922	372900	35.939998626708984	36.13999938964844	35.72999954223633	36.01499938964844	35.458621978759766	792600	135.3000030517578	136.32000732421875	135.1999969482422	136.14999389648438	133.23715209960938	4085100	69.44000244140625	69.9800033569336	68.9800033569336	69.62999725341797	65.99897003173828	1085900	78.72000122070312	79.55000305175781	78.72000122070312	79.44999694824219	77.3147964477539	10059500	290.54998779296875	292.07000732421875	288.6199951171875	291.80999755859375	289.90869140625	2655100	66.27999877929688	66.94000244140625	65.87999725341797	66.4800033569336	64.69915008544922	8823800	203.80999755859375	207.5	203.4499969482422	207.36000061035156	206.3754119873047	2428900	128.38999938964844	128.75	126.80999755859375	126.88999938964844	124.9969711303711	644600	110.61000061035156	112.36000061035156	109.52999877929688	112.0	112.0	1473800	172.36000061035156	172.97000122070312	170.72999572753906	172.94000244140625	171.32598876953125	289700	76.98332977294922	78.35333251953125	76.66999816894531	78.26667022705078	78.26667022705078	3244200	78.12999725341797	78.8499984741211	77.97000122070312	78.62000274658203	78.62000274658203	2675300	31.170000076293945	31.469999313354492	30.899999618530273	31.309999465942383	30.03968620300293	4714700	123.37000274658203	124.16000366210938	123.12000274658203	124.05999755859375	122.81742095947266	2855200	44.540000915527344	44.689998626708984	43.869998931884766	43.95000076293945	42.14242935180664	3044100	19.75	20.040000915527344	19.739999771118164	20.030000686645508	19.50782585144043	4348400	268.9599914550781	273.70001220703125	266.6499938964844	273.3800048828125	270.6708068847656	1564300	52.650001525878906	52.91999816894531	52.619998931884766	52.83000183105469	51.736846923828125	2760700	103.41999816894531	103.76000213623047	101.68000030517578	102.0999984741211	99.50138092041016	643500	74.83999633789062	75.61000061035156	74.83000183105469	75.55000305175781	75.55000305175781	1668500	20.0	20.489999771118164	19.780000686645508	20.489999771118164	20.260417938232422	2936100	184.1300048828125	188.0	183.55999755859375	187.97000122070312	187.344482421875	1533000	209.1999969482422	213.07000732421875	208.22999572753906	212.22000122070312	210.75387573242188	1294500	104.8499984741211	105.73999786376953	104.72000122070312	105.68000030517578	103.85918426513672	505200	60.560001373291016	60.880001068115234	60.25	60.689998626708984	60.689998626708984	1489400	18.520000457763672	18.93000030517578	18.440000534057617	18.899999618530273	18.079532623291016	3492000	141.0	141.64999389648438	140.2899932861328	141.0800018310547	139.71096801757812	1014400	17.34000015258789	18.489999771118164	17.309999465942383	18.280000686645508	17.373271942138672	8955700	204.75	206.97999572753906	203.72000122070312	206.91000366210938	204.00308227539062	734100	167.02000427246094	169.44000244140625	166.63999938964844	169.4199981689453	169.4199981689453	579300	56.68000030517578	58.369998931884766	56.540000915527344	58.04999923706055	57.66080856323242	6703400	228.47999572753906	230.0	227.88999938964844	228.5500030517578	226.6507568359375	1526800	20.65999984741211	20.790000915527344	20.510000228881836	20.610000610351562	20.03583526611328	9312500	35.189998626708984	35.380001068115234	34.779998779296875	34.86000061035156	34.86000061035156	1970900	25.0	25.469999313354492	24.75	25.389999389648438	24.961076736450195	14422600	62.470001220703125	62.709999084472656	62.16999816894531	62.59000015258789	61.34525680541992	1478300	52.31999969482422	52.880001068115234	52.0	52.209999084472656	49.692996978759766	4293100	86.48999786376953	87.58000183105469	86.18000030517578	87.05000305175781	87.05000305175781	1345200	379.95001220703125	382.260009765625	372.5799865722656	375.8299865722656	371.3307800292969	2130000	104.33999633789062	105.4000015258789	103.3499984741211	105.36000061035156	102.73479461669922	779400	188.0	189.2100067138672	187.16000366210938	189.19000244140625	188.31591796875	10109500	60.70000076293945	60.77000045776367	60.13999938964844	60.2400016784668	58.841522216796875	2222600	29.299999237060547	29.520000457763672	29.200000762939453	29.3799991607666	29.027647018432617	2178600	79.94999694824219	80.87000274658203	79.25	80.79000091552734	79.30292510986328	2214800	174.47999572753906	176.8800048828125	173.74000549316406	176.80999755859375	174.91888427734375	1234200	94.80000305175781	95.2699966430664	94.44000244140625	94.70999908447266	93.18865203857422	1150100	188.97999572753906	191.74000549316406	187.52000427246094	190.39999389648438	187.98468017578125	1615100	97.4000015258789	98.05999755859375	96.76000213623047	97.69000244140625	95.69222259521484	686200	52.380001068115234	52.540000915527344	52.02000045776367	52.08000183105469	51.82573318481445	786600	11.0	11.010000228881836	10.760000228881836	10.850000381469727	10.732474327087402	3366600	47.849998474121094	48.25	47.040000915527344	48.0	46.422542572021484	2523400	91.2300033569336	91.73999786376953	90.98999786376953	91.63999938964844	89.52127838134766	7178400	42.0	42.290000915527344	41.61000061035156	42.18000030517578	41.55224609375	846500	169.0800018310547	170.33999633789062	168.8300018310547	170.19000244140625	167.04237365722656	1205900	52.08000183105469	52.72999954223633	51.97999954223633	52.59000015258789	51.249141693115234	3884700	118.6500015258789	120.38999938964844	118.30000305175781	120.3499984741211	118.66170501708984	3635400	49.4900016784668	49.869998931884766	49.130001068115234	49.779998779296875	48.66676330566406	452800	31.229999542236328	31.709999084472656	31.15999984741211	31.639999389648438	31.639999389648438	12582500	90.22000122070312	90.30000305175781	89.5199966430664	90.1500015258789	88.43170166015625	2262500	66.19000244140625	67.36000061035156	65.95999908447266	67.29000091552734	67.29000091552734	696300	51.08000183105469	51.68000030517578	50.810001373291016	51.06999969482422	49.63646697998047	1217500	85.91000366210938	86.55000305175781	85.54000091552734	86.51000213623047	84.71434020996094	8381400	53.689998626708984	54.560001373291016	53.47999954223633	54.130001068115234	53.9224739074707	4200300	57.25	57.790000915527344	56.83000183105469	57.47999954223633	55.748661041259766	1815400	121.23999786376953	121.66999816894531	120.33000183105469	120.5999984741211	115.8123550415039	9953000	239.6699981689453	241.9499969482422	239.24000549316406	241.8699951171875	240.37901306152344	714900	26.329999923706055	26.549999237060547	26.09000015258789	26.40999984741211	25.039260864257812	4389700	21.510000228881836	21.530000686645508	20.350000381469727	20.440000534057617	20.440000534057617	11133800	258.5799865722656	262.1499938964844	256.79998779296875	262.04998779296875	260.4097900390625	450900	83.05000305175781	83.75	83.0	83.30999755859375	81.6590347290039	2717500	77.2699966430664	77.43000030517578	75.5199966430664	77.33999633789062	77.33999633789062	2817200	120.48999786376953	120.9800033569336	119.29000091552734	120.19000244140625	118.86312866210938	603900	45.75	46.220001220703125	45.02000045776367	46.0	44.72408676147461	2283300	364.25	370.6400146484375	363.5	370.54998779296875	369.1535339355469	956800	136.14999389648438	137.2100067138672	135.63999938964844	137.1699981689453	134.3524932861328	952800	163.92999267578125	167.02999877929688	163.11000061035156	166.9199981689453	164.78709411621094	1544400	28.75	28.8799991607666	28.530000686645508	28.690000534057617	27.411134719848633	2358000	862.0	862.7999877929688	854.0	858.02001953125	858.02001953125	405200	2,050.0	2,059.7900390625	2,035.0	2,047.4000244140625	2,047.4000244140625	384000	54.36000061035156	55.029998779296875	54.189998626708984	55.0	52.91909408569336	849900	28.079999923706055	28.500999450683594	27.975000381469727	28.360000610351562	27.928363800048828	6972800	83.68000030517578	85.30999755859375	83.01000213623047	85.23999786376953	84.09680938720703	765000	145.5399932861328	146.02999877929688	144.30999755859375	145.64999389648438	145.64999389648438	8262500	116.66000366210938	119.87000274658203	116.66000366210938	119.80999755859375	118.64244079589844	1085100	216.49000549316406	220.0	216.39999389648438	219.9600067138672	216.0618133544922	5682800	59.59000015258789	60.20000076293945	59.33000183105469	59.93000030517578	58.901302337646484	17755200	43.97999954223633	45.45000076293945	43.689998626708984	45.04999923706055	43.65712356567383	16659700	562.22998046875	565.719970703125	560.9199829101562	563.4099731445312	559.5096435546875	642200	146.77000427246094	148.77000427246094	146.1999969482422	148.5	147.99862670898438	1059600	23.360000610351562	23.6299991607666	23.260000228881836	23.530000686645508	22.387792587280273	3233900	124.16000366210938	125.56999969482422	123.27999877929688	125.5199966430664	122.46653747558594	771300	126.13999938964844	127.70999908447266	125.56999969482422	127.62999725341797	123.22209167480469	390800	102.37999725341797	105.70999908447266	101.97000122070312	105.63999938964844	105.5192642211914	684100	115.44999694824219	116.2300033569336	114.37000274658203	116.19999694824219	113.14486694335938	3381600	77.06999969482422	77.62000274658203	75.86000061035156	76.51000213623047	75.11026000976562	1098300	103.48999786376953	103.87000274658203	103.08000183105469	103.75	103.18739318847656	571100	300.6199951171875	301.94000244140625	298.75	300.0	294.52490234375	369200	62.7599983215332	62.939998626708984	62.33000183105469	62.59000015258789	61.390567779541016	2217100	133.4199981689453	134.24000549316406	133.1999969482422	134.10000610351562	129.26536560058594	2425500	136.55999755859375	138.27000427246094	136.5	138.22999572753906	135.48809814453125	10259000	77.08999633789062	77.44000244140625	75.81999969482422	76.83000183105469	76.30196380615234	872500	36.65999984741211	36.76499938964844	36.36000061035156	36.56999969482422	36.00830841064453	2433100	62.959999084472656	64.55000305175781	62.75	63.369998931884766	62.550628662109375	4085900	100.87999725341797	100.87999725341797	99.62999725341797	100.13999938964844	100.13999938964844	1193700	585.1300048828125	588.0	579.75	584.47998046875	577.7344360351562	284200	155.3300018310547	157.08999633789062	155.00999450683594	157.05999755859375	153.92327880859375	1281800	46.45000076293945	46.59000015258789	46.2400016784668	46.38999938964844	45.13035583496094	1276800	91.11000061035156	91.98999786376953	90.5199966430664	91.52999877929688	87.51482391357422	3393200	202.0	207.16000366210938	201.9499969482422	206.9199981689453	206.87767028808594	1243000	268.1300048828125	270.3500061035156	266.7799987792969	270.2699890136719	270.2699890136719	409200	40.61000061035156	41.08000183105469	40.189998626708984	40.81999969482422	39.690284729003906	15534100	18.700000762939453	18.719999313354492	18.020000457763672	18.15999984741211	17.93853759765625	8907100	295.75	300.55999755859375	294.7699890136719	300.45001220703125	297.3290710449219	1308700	82.08999633789062	83.22000122070312	81.66000366210938	82.79000091552734	79.87373352050781	2201200	328.2900085449219	333.9100036621094	328.19000244140625	333.7099914550781	333.7099914550781	1874700	195.1699981689453	196.1699981689453	194.1999969482422	195.92999267578125	193.03387451171875	2076800	47.5	47.709999084472656	47.33000183105469	47.54999923706055	46.12115478515625	2474900	54.650001525878906	54.90999984741211	54.52000045776367	54.66999816894531	53.275535583496094	14698300	59.040000915527344	59.779998779296875	58.47999954223633	59.59000015258789	57.74760055541992	6003300	153.07000732421875	153.94000244140625	152.2899932861328	153.3699951171875	150.7807159423828	869300	158.10000610351562	158.67999267578125	157.4499969482422	158.50999450683594	153.78964233398438	1335500	88.66999816894531	89.05999755859375	88.0999984741211	88.33999633789062	85.80919647216797	1395300	34.40999984741211	34.900001525878906	34.369998931884766	34.849998474121094	34.151309967041016	42185000	41.029998779296875	41.43000030517578	40.970001220703125	41.18000030517578	40.523353576660156	4998100	90.0	90.63999938964844	89.7300033569336	90.5999984741211	89.67118835449219	988700	26.670000076293945	27.299999237060547	26.600000381469727	27.260000228881836	26.881296157836914	4040500	36.09000015258789	36.25	35.79999923706055	35.900001525878906	34.8553466796875	1199200	144.9199981689453	146.80999755859375	144.50999450683594	146.72999572753906	145.5917205810547	242900	94.54000091552734	95.43000030517578	94.2699966430664	95.33999633789062	92.9578857421875	3665200	289.7900085449219	292.0299987792969	287.5400085449219	289.19000244140625	286.33001708984375	1340500	100.87999725341797	101.12999725341797	100.05999755859375	101.08000183105469	99.86981964111328	1526300	73.44750213623047	74.98999786376953	73.1875	74.94999694824219	74.43647003173828	118387200	323.1199951171875	336.3599853515625	321.20001220703125	335.8299865722656	335.8299865722656	5663100	154.41000366210938	154.72000122070312	152.10000610351562	154.5399932861328	153.90402221679688	2295600	779.8900146484375	793.8599853515625	779.0999755859375	793.72998046875	793.72998046875	187900	26.770000457763672	27.0	26.68000030517578	26.75	26.036184310913086	3513900	56.9900016784668	57.7599983215332	56.65999984741211	57.65999984741211	57.26427459716797	5504300	114.5999984741211	115.94999694824219	114.51000213623047	115.93000030517578	114.28579711914062	1840700	55.4900016784668	55.79999923706055	55.150001525878906	55.72999954223633	53.88225555419922	9669300	205.08999633789062	206.2899932861328	203.6699981689453	205.38999938964844	202.63916015625	1329800	65.05999755859375	65.44999694824219	64.06999969482422	64.16999816894531	63.78076934814453	2490400	20.6200008392334	20.959999084472656	20.360000610351562	20.760000228881836	20.56197166442871	4134100	209.05999755859375	209.8699951171875	208.24000549316406	209.5800018310547	205.32135009765625	602000	112.12000274658203	113.1500015258789	111.62999725341797	113.12000274658203	112.24564361572266	1595900	44.849998474121094	45.56999969482422	44.68000030517578	45.349998474121094	45.349998474121094	5768900	100.30999755859375	101.08999633789062	99.88999938964844	101.05000305175781	100.43512725830078	1157800	111.22000122070312	116.19999694824219	111.22000122070312	115.0	114.17840576171875	928700	126.30000305175781	126.87000274658203	125.5199966430664	125.5199966430664	123.8296890258789	1170300	58.709999084472656	58.849998474121094	58.11000061035156	58.130001068115234	56.549163818359375	3605300	34.36000061035156	34.77000045776367	34.16999816894531	34.650001525878906	33.34150314331055	2688400	111.31999969482422	113.05999755859375	111.31999969482422	113.01000213623047	112.09046936035156	1046700	165.33999633789062	166.52999877929688	164.6999969482422	166.52000427246094	164.1119384765625	958600	19.0	19.049999237060547	18.209999084472656	18.3700008392334	18.3700008392334	4200700	29.8799991607666	30.010000228881836	29.600000381469727	29.959999084472656	29.959999084472656	1310400	90.4000015258789	91.04000091552734	90.30000305175781	90.83999633789062	87.90745544433594	2410300	277.0899963378906	277.75	275.489990234375	276.5899963378906	270.772705078125	265200	212.75999450683594	214.92999267578125	212.52999877929688	214.4600067138672	208.2585906982422	1134300	319.8399963378906	325.3299865722656	318.6499938964844	325.1400146484375	324.51031494140625	1010000	217.9199981689453	227.17999267578125	216.75	225.99000549316406	225.99000549316406	674900	151.35000610351562	152.61000061035156	150.99000549316406	152.22000122070312	151.83160400390625	331900	255.4600067138672	255.8699951171875	252.6199951171875	254.58999633789062	254.58999633789062	612600	147.27000427246094	148.55999755859375	146.5399932861328	148.33999633789062	144.88156127929688	2549600	132.2899932861328	133.11000061035156	131.91000366210938	133.11000061035156	131.0207977294922	234700	93.18000030517578	93.18000030517578	91.73999786376953	92.3499984741211	92.11571502685547	1574900	329.29998779296875	334.8599853515625	327.8800048828125	333.739990234375	331.7660827636719	5355000	70.43000030517578	70.91999816894531	70.16999816894531	70.54000091552734	69.9091567993164	1541900	40.56999969482422	40.900001525878906	40.380001068115234	40.869998931884766	40.75154495239258	1631000	90.83999633789062	92.4800033569336	89.61000061035156	91.93000030517578	90.9969482421875	2259200	153.4499969482422	154.75999450683594	153.25999450683594	154.61000061035156	154.23272705078125	2749400	44.29999923706055	44.650001525878906	44.220001220703125	44.27000045776367	43.604347229003906	2276200	61.040000915527344	61.29999923706055	60.349998474121094	60.75	60.10894012451172	3017000	75.87999725341797	77.08999633789062	75.75	77.05000305175781	75.27375030517578	3787200	153.1199951171875	155.08999633789062	152.1699981689453	155.0	155.0	1539200	99.0	100.44000244140625	98.68000030517578	100.36000061035156	99.235107421875	799500	48.459999084472656	48.54999923706055	47.959999084472656	48.5099983215332	47.463626861572266	4328900	66.95999908447266	67.51000213623047	66.80999755859375	67.4800033569336	66.9648666381836	723100	13.84000015258789	14.010000228881836	13.739999771118164	13.960000038146973	13.89439868927002	12021000	34.810001373291016	35.5	34.630001068115234	35.33000183105469	34.645565032958984	4211300	14.600000381469727	14.640000343322754	14.479999542236328	14.569999694824219	13.887152671813965	7198700	276.67999267578125	286.17999267578125	276.3999938964844	285.8800048828125	285.8800048828125	775700	62.9900016784668	63.529998779296875	62.9900016784668	63.380001068115234	63.380001068115234	2234600	21.6200008392334	21.84000015258789	21.399999618530273	21.729999542236328	21.28160285949707	2777900	133.77999877929688	134.07000732421875	132.7100067138672	133.1300048828125	132.53733825683594	2334100	321.4700012207031	323.760009765625	319.8299865722656	323.1700134277344	323.1097412109375	185100	178.0399932861328	178.58999633789062	176.8000030517578	178.5399932861328	176.07701110839844	1587300	36.5	36.599998474121094	36.11000061035156	36.279998779296875	34.85100555419922	807300	25.719999313354492	25.790000915527344	25.459999084472656	25.520000457763672	24.750431060791016	4248600	359.4200134277344	359.989990234375	356.1099853515625	359.6099853515625	358.0425720214844	587800	16.56999969482422	16.600000381469727	16.440000534057617	16.579999923706055	15.983899116516113	7579200	276.8800048828125	278.0899963378906	275.739990234375	276.6400146484375	274.45587158203125	571500	337.9200134277344	339.8500061035156	335.25	337.489990234375	332.7261047363281	316500	14.789999961853027	14.789999961853027	14.619999885559082	14.770000457763672	14.532955169677734	475100	62.43000030517578	63.0099983215332	62.16999816894531	62.56999969482422	60.14778137207031	618300	71.22000122070312	71.79000091552734	71.05000305175781	71.73999786376953	71.73999786376953	914800	49.459999084472656	50.0	49.040000915527344	50.0	48.38362503051758	921100	294.0	294.3800048828125	291.7799987792969	293.95001220703125	292.0848388671875	525400	127.05999755859375	127.33000183105469	125.9000015258789	126.95999908447266	124.21697998046875	4345400	114.69999694824219	115.8499984741211	114.51000213623047	115.79000091552734	114.1764144897461	754200	98.5999984741211	98.91000366210938	97.83000183105469	98.36000061035156	97.34952545166016	804900	102.72303771972656	103.01008605957031	101.53607177734375	102.39720916748047	100.87879180908203	1766600	145.08999633789062	146.8699951171875	144.49000549316406	146.11000061035156	141.0582733154297	1026700	11.84000015258789	12.210000038146973	11.84000015258789	12.140000343322754	12.109800338745117	111948700	275.6000061035156	279.07000732421875	274.7699890136719	279.0400085449219	277.2821960449219	875100	nan	nan	nan	nan	nan	nan	42.83000183105469	42.900001525878906	41.849998474121094	42.029998779296875	40.94855880737305	3879300	38.9900016784668	39.150001525878906	38.81999969482422	39.099998474121094	37.26926803588867	38693200	122.56999969482422	123.19000244140625	122.37999725341797	122.75	120.45650482177734	6674400	130.25	132.1300048828125	129.00999450683594	131.0	131.0	1035300	123.1500015258789	125.01000213623047	122.79000091552734	125.0	123.22833251953125	401500	128.9600067138672	129.42999267578125	128.1199951171875	128.97999572753906	125.22154998779297	955500	289.2099914550781	290.4800109863281	287.6099853515625	289.19000244140625	289.19000244140625	988200	47.130001068115234	47.66999816894531	46.7599983215332	47.650001525878906	46.91737747192383	1088400	45.599998474121094	45.88999938964844	45.36000061035156	45.65999984741211	44.99504852294922	794100	14.300000190734863	14.699999809265137	14.300000190734863	14.670000076293945	14.1192626953125	4306200	25.940000534057617	25.979999542236328	25.170000076293945	25.639999389648438	25.3221492767334	4471700	154.1699981689453	154.88999938964844	152.8800048828125	154.88999938964844	153.7571563720703	876700	111.33000183105469	111.94999694824219	111.05999755859375	111.91000366210938	110.43142700195312	1344400	199.99000549316406	202.88999938964844	198.58999633789062	202.74000549316406	202.74000549316406	615700	61.20000076293945	61.63999938964844	60.90999984741211	61.630001068115234	61.40305709838867	5223000	117.04000091552734	117.45999908447266	115.08000183105469	116.55999755859375	115.25541687011719	3177000	35.34000015258789	35.68000030517578	35.209999084472656	35.68000030517578	34.718345642089844	5145900	101.43000030517578	101.80000305175781	101.05999755859375	101.79000091552734	100.31737518310547	1454100	71.0	72.16999816894531	70.19000244140625	71.48999786376953	70.49219512939453	1330000	85.30000305175781	85.58999633789062	84.1500015258789	85.29000091552734	84.60308074951172	3500000	162.61000061035156	165.69000244140625	162.36000061035156	165.3800048828125	165.3800048828125	707500	49.59000015258789	49.90999984741211	49.13999938964844	49.279998779296875	48.68749237060547	1237900	176.32000732421875	177.55999755859375	174.08999633789062	175.0500030517578	172.6090545654297	1266800	20.200000762939453	20.90999984741211	20.1200008392334	20.8700008392334	20.8700008392334	9540600	141.11000061035156	142.4199981689453	140.72000122070312	141.86000061035156	141.63876342773438	434300	240.6999969482422	242.60000610351562	240.4199981689453	241.52000427246094	237.74998474121094	1379700	56.040000915527344	56.68000030517578	56.0099983215332	56.61000061035156	56.31655502319336	751000	39.79999923706055	39.79999923706055	39.220001220703125	39.70000076293945	38.004695892333984	2743500	70.31999969482422	71.36000061035156	70.2300033569336	70.87000274658203	67.21210479736328	20081900	150.5	152.1300048828125	150.22999572753906	151.6199951171875	150.54478454589844	581900	576.989990234375	585.4299926757812	574.7100219726562	584.7999877929688	584.7999877929688	377700	33.7599983215332	33.81999969482422	33.40999984741211	33.52000045776367	32.91171646118164	4579100	30.270000457763672	30.270000457763672	29.889999389648438	30.190000534057617	29.28704261779785	3652200	379.70001220703125	379.70001220703125	366.8599853515625	374.0799865722656	372.54132080078125	329000	88.11000061035156	88.41000366210938	87.47000122070312	88.12999725341797	86.75627136230469	5409800	208.27000427246094	208.7899932861328	206.80999755859375	208.42999267578125	205.94017028808594	2841400	70.2300033569336	71.02999877929688	69.70999908447266	70.86000061035156	69.55423736572266	2116800	54.209999084472656	54.630001068115234	53.7599983215332	53.93000030517578	52.749664306640625	2239000	147.74000549316406	149.13999938964844	147.74000549316406	149.0	146.19557189941406	1107200	35.29999923706055	35.540000915527344	35.22999954223633	35.41999816894531	33.973350524902344	6201900	25.399999618530273	25.6200008392334	25.1200008392334	25.479999542236328	25.358434677124023	2887300	128.88999938964844	129.97999572753906	128.74000549316406	129.08999633789062	127.19432067871094	1529400	109.0199966430664	109.44999694824219	108.58999633789062	109.41999816894531	109.2523422241211	1821800	79.5	80.27999877929688	79.26000213623047	80.0	79.56388092041016	1233500	91.12999725341797	91.6500015258789	90.16000366210938	91.6500015258789	90.7935562133789	1393400	27.43000030517578	27.549999237060547	27.3700008392334	27.389999389648438	26.755403518676758	4365600	51.130001068115234	51.63999938964844	51.040000915527344	51.400001525878906	49.68962478637695	2699700	41.4900016784668	42.06999969482422	41.41999816894531	42.060001373291016	41.094947814941406	5,700,000.0	60.11000061035156	60.59000015258789	60.08000183105469	60.27000045776367	58.359195709228516	15094500	144.41000366210938	146.4199981689453	144.17999267578125	146.2100067138672	146.2100067138672	588700	23.65999984741211	24.049999237060547	23.579999923706055	23.899999618530273	22.405776977539062	12104200	224.99000549316406	227.1300048828125	224.6999969482422	226.99000549316406	226.99000549316406	4263000	80.63999938964844	81.44999694824219	80.16999816894531	81.02999877929688	79.44284057617188	1764300	106.94999694824219	109.30999755859375	106.62999725341797	108.77999877929688	108.77999877929688	2934200	1,860.0	1,903.68994140625	1,860.0	1,902.8800048828125	1,902.8800048828125	4061800	65.80999755859375	66.98999786376953	65.73999786376953	66.87000274658203	64.1023941040039	891200	147.89999389648438	147.99000549316406	146.2100067138672	147.33999633789062	146.75157165527344	2178200	177.83999633789062	178.3800048828125	176.92999267578125	177.50999450683594	174.27679443359375	3277900	144.0	144.1999969482422	142.85000610351562	144.10000610351562	141.26101684570312	7731300	50.66999816894531	51.040000915527344	50.459999084472656	51.02000045776367	49.89765548706055	7476700	500.1700134277344	504.7699890136719	498.510009765625	504.0	493.9230651855469	411300	116.37999725341797	116.56999969482422	115.36000061035156	116.22000122070312	115.5987777709961	1297300	76.30999755859375	76.99099731445312	75.97000122070312	76.83000183105469	76.59400177001953	1986100	68.63999938964844	69.0	68.41999816894531	68.94999694824219	68.5523452758789	650500	103.66000366210938	104.2300033569336	103.01000213623047	103.7300033569336	102.6012954711914	2015800	265.9700012207031	267.2699890136719	262.8599853515625	265.0	260.6820983886719	454500	73.88999938964844	75.72000122070312	73.83000183105469	75.66999816894531	73.13103485107422	5897200	148.57000732421875	148.8300018310547	147.22999572753906	147.9499969482422	147.27609252929688	944100	142.19000244140625	142.8699951171875	140.7899932861328	141.85000610351562	140.6368865966797	798000	140.39999389648438	143.6199951171875	138.47999572753906	143.27000427246094	143.27000427246094	468600	84.1500015258789	84.25	83.5	84.23999786376953	82.64855194091797	1916800	136.0399932861328	138.1699981689453	135.22000122070312	138.16000366210938	137.0413055419922	1225200	110.95999908447266	111.68000030517578	110.88999938964844	110.95999908447266	109.15487670898438	822900	263.8999938964844	267.17999267578125	261.32000732421875	266.92999267578125	266.92999267578125	579000	97.83999633789062	98.36000061035156	96.9000015258789	97.23999786376953	96.0440444946289	2832700	122.16000366210938	123.62999725341797	120.87999725341797	123.61000061035156	122.47449493408203	627400	79.86000061035156	79.94000244140625	78.91000366210938	79.80000305175781	78.9824447631836	817300	92.12000274658203	93.5199966430664	91.97000122070312	93.48999786376953	89.17198181152344	1689000	144.66000366210938	147.75	143.41000366210938	147.2899932861328	143.35166931152344	560300	246.83999633789062	249.8000030517578	245.05999755859375	249.24000549316406	249.24000549316406	490800	188.3300018310547	189.2899932861328	187.67999267578125	187.7100067138672	186.35765075683594	1294800	61.04999923706055	63.099998474121094	60.95000076293945	63.029998779296875	63.029998779296875	4091300	96.37000274658203	98.05000305175781	96.05000305175781	98.0	97.78266906738281	464700	99.0	99.43000030517578	98.5999984741211	99.20999908447266	97.1493911743164	1967600	198.7899932861328	203.1699981689453	198.0	202.86000061035156	202.86000061035156	516000	151.83999633789062	153.02999877929688	150.69000244140625	152.94000244140625	152.18783569335938	656200	135.83999633789062	136.47999572753906	135.3300018310547	136.08999633789062	133.1705322265625	1181300	105.8499984741211	106.27999877929688	105.08000183105469	105.68000030517578	103.0542984008789	409100	94.69999694824219	95.47000122070312	94.0199966430664	94.69999694824219	93.77379608154297	2649700	12.630000114440918	12.930000305175781	12.529999732971191	12.850000381469727	12.802513122558594	19145300	139.1999969482422	141.3800048828125	139.0500030517578	141.19000244140625	140.0150909423828	1357900	75.44999694824219	76.2699966430664	75.44000244140625	76.23999786376953	75.72760772705078	1617100	46.650001525878906	47.38999938964844	46.59000015258789	47.34000015258789	46.66920852661133	6804300	45.540000915527344	45.7599983215332	45.38999938964844	45.63999938964844	44.363521575927734	5551500	157.0800018310547	159.10000610351562	156.50999450683594	159.02999877929688	157.7749481201172	20813700	91.58999633789062	93.05999755859375	90.87999725341797	93.02999877929688	93.02999877929688	3431600	166.52999877929688	179.4199981689453	166.02000427246094	179.0399932861328	179.0399932861328	1505700	60.52000045776367	60.83000183105469	60.31999969482422	60.47999954223633	59.13713836669922	2050400	21.100000381469727	21.459999084472656	21.059999465942383	21.280000686645508	20.288854598999023	13978300	104.5999984741211	105.30000305175781	104.29000091552734	105.23999786376953	102.48441314697266	878100	113.2699966430664	114.94999694824219	113.0999984741211	114.88999938964844	113.4307632446289	3332000	74.76000213623047	75.19000244140625	74.25	75.12999725341797	73.40782928466797	1360100	72.18000030517578	72.75	71.73999786376953	72.51000213623047	71.75868225097656	4878800	252.6199951171875	258.010009765625	252.6199951171875	258.010009765625	258.010009765625	322600	53.36000061035156	54.099998474121094	53.209999084472656	53.40999984741211	52.9249267578125	4305500	17.93000030517578	17.93000030517578	17.530000686645508	17.56999969482422	17.258474349975586	6040600	12.520000457763672	12.960000038146973	12.470000267028809	12.850000381469727	12.013811111450195	17276500	76.08000183105469	76.38999938964844	75.91000366210938	76.1500015258789	74.7314453125	1381600	417.989990234375	417.989990234375	407.69000244140625	413.1099853515625	405.5836181640625	2477800	241.02999877929688	242.0	238.0	241.25	240.10943603515625	810600	73.6500015258789	74.45999908447266	73.31999969482422	74.16000366210938	71.93534851074219	1283000	116.25	117.31999969482422	115.61000061035156	116.91999816894531	115.06503295898438	1979400	201.47999572753906	204.32000732421875	200.9199981689453	204.25	201.24798583984375	1006900	33.09000015258789	33.290000915527344	32.79999923706055	33.22999954223633	33.015743255615234	877700	61.880001068115234	62.470001220703125	61.70000076293945	61.720001220703125	60.62685012817383	5619000	261.8900146484375	266.6300048828125	261.7699890136719	266.4100036621094	264.8664855957031	1026100	53.709999084472656	54.97999954223633	53.54999923706055	54.630001068115234	54.00871276855469	2429900	25.979999542236328	26.770000457763672	25.920000076293945	26.389999389648438	14.986076354980469	9985300	285.19000244140625	293.4100036621094	284.6000061035156	292.8699951171875	292.8699951171875	1474000	181.5500030517578	182.97999572753906	181.0	182.08999633789062	178.2636260986328	1957000	65.2699966430664	65.88999938964844	65.08000183105469	65.88999938964844	65.217529296875	934700	48.95000076293945	50.58000183105469	48.869998931884766	50.060001373291016	48.2719612121582	4612700	310.8500061035156	313.9200134277344	309.6300048828125	313.7200012207031	305.3309326171875	2078900	86.47000122070312	87.91999816894531	86.25	87.91000366210938	86.07717895507812	2270100	35.779998779296875	35.81999969482422	35.459999084472656	35.779998779296875	35.38315200805664	5866000	36.2400016784668	36.29999923706055	35.75	36.0	35.307212829589844	4135200	116.25	117.4800033569336	115.63999938964844	117.43000030517578	117.06947326660156	1573600	45.790000915527344	45.849998474121094	45.31999969482422	45.65999984741211	44.484310150146484	2831700	43.7599983215332	43.849998474121094	42.97999954223633	43.2599983215332	42.790496826171875	10416400	119.47000122070312	119.6500015258789	118.05000305175781	118.86000061035156	116.04548645019531	1151000	232.32000732421875	237.27000427246094	231.27000427246094	237.05999755859375	236.73939514160156	6565900	108.7699966430664	109.0	105.9000015258789	105.97000122070312	103.357666015625	1051500	206.6999969482422	212.77999877929688	206.52000427246094	212.60000610351562	212.60000610351562	17058900	120.98999786376953	121.75	120.48999786376953	120.75	119.30073547363281	765800	88.36000061035156	89.08999633789062	87.81999969482422	88.86000061035156	87.8715591430664	551900	137.05999755859375	138.14999389648438	135.7899932861328	137.60000610351562	134.6331329345703	587100	62.900001525878906	63.2400016784668	62.66999816894531	62.97999954223633	61.99005126953125	11311400	58.400001525878906	58.709999084472656	57.900001525878906	58.209999084472656	56.55082321166992	1995900	47.13999938964844	47.81999969482422	47.0099983215332	47.79999923706055	46.98096466064453	22183600	138.1300048828125	140.35000610351562	137.82000732421875	140.35000610351562	139.30450439453125	3685700	492.6600036621094	498.1499938964844	490.92999267578125	497.45001220703125	497.45001220703125	829900	84.0	84.81999969482422	83.5999984741211	84.81999969482422	84.42740631103516	1993200	63.619998931884766	63.66999816894531	63.02000045776367	63.31999969482422	61.73543167114258	921300	19.790000915527344	20.190000534057617	19.690000534057617	20.06999969482422	19.32990074157715	3256300	115.18000030517578	116.97000122070312	114.86000061035156	116.93000030517578	116.93000030517578	2114800	61.130001068115234	62.0099983215332	61.119998931884766	61.54999923706055	60.14454650878906	1005400	183.77999877929688	187.25	183.16000366210938	187.1199951171875	187.1199951171875	1021900	86.72000122070312	88.06999969482422	86.6500015258789	87.69999694824219	87.69999694824219	2652700	106.51000213623047	107.0199966430664	105.70999908447266	106.44999694824219	103.60113525390625	1207800	212.22000122070312	214.0	209.13999938964844	211.72000122070312	208.88475036621094	1968100	229.6699981689453	230.4499969482422	228.25999450683594	228.8800048828125	228.8800048828125	406500	177.14999389648438	178.7100067138672	176.35000610351562	178.6199951171875	173.69749450683594	1998000	117.4000015258789	118.08999633789062	116.7699966430664	117.6500015258789	116.1412582397461	6445500	51.470001220703125	52.470001220703125	51.459999084472656	52.380001068115234	52.380001068115234	1859000
2020-01-07	153.36000061035156	155.22000122070312	152.33999633789062	154.8000030517578	152.8528289794922	2140100	62.560001373291016	62.72999954223633	62.2400016784668	62.619998931884766	60.62262725830078	3191700	179.22999572753906	179.5800018310547	177.61000061035156	178.07000732421875	175.1619110107422	4096400	48.13999938964844	48.66999816894531	48.130001068115234	48.529998779296875	47.970123291015625	5725400	90.55000305175781	91.91999816894531	90.19999694824219	91.20999908447266	90.29550170898438	1768800	124.58999633789062	126.47000122070312	123.66999816894531	125.51000213623047	125.51000213623047	1179300	65.26000213623047	65.29000091552734	64.16999816894531	65.12000274658203	63.28680419921875	8082600	235.0	237.77000427246094	234.75999450683594	235.49000549316406	231.20510864257812	5255200	74.62000274658203	75.77999877929688	74.18000030517578	74.9800033569336	72.47796630859375	1431800	39.119998931884766	39.130001068115234	38.68000030517578	38.75	37.612064361572266	19077900	93.41999816894531	93.55999755859375	92.55000305175781	93.37000274658203	93.37000274658203	1797100	117.12999725341797	119.0999984741211	116.12000274658203	118.0	115.63890838623047	1231300	104.94999694824219	108.58999633789062	104.58000183105469	106.8499984741211	106.8499984741211	2991600	108.68000030517578	110.30000305175781	108.5	110.0199966430664	109.61273956298828	1813100	204.64999389648438	204.8000030517578	203.7100067138672	204.16000366210938	202.61904907226562	443200	23.65999984741211	23.760000228881836	23.219999313354492	23.260000228881836	23.028568267822266	6262600	290.57000732421875	291.8399963378906	287.989990234375	290.0899963378906	290.0899963378906	1034000	32.790000915527344	32.90999984741211	32.7400016784668	32.90999984741211	32.659542083740234	3613900	250.41000366210938	254.83999633789062	250.00999450683594	253.08999633789062	253.08999633789062	1157500	156.49000549316406	157.52999877929688	154.6999969482422	155.75999450683594	153.6288604736328	4543900	377.010009765625	381.4100036621094	375.92999267578125	378.4100036621094	377.30657958984375	127300	166.49000549316406	167.30999755859375	165.57000732421875	165.64999389648438	162.26290893554688	1009200	15.6899995803833	15.765000343322754	15.569999694824219	15.640000343322754	15.119746208190918	8548500	94.6500015258789	96.54000091552734	94.6500015258789	96.41999816894531	94.15636444091797	2196900	49.560001373291016	49.93000030517578	49.31999969482422	49.56999969482422	46.280216217041016	6423600	95.59471130371094	96.6834487915039	95.59471130371094	96.40654754638672	94.14016723632812	2736800	76.70999908447266	76.94999694824219	76.26000213623047	76.8499984741211	71.11175537109375	1364600	107.12999725341797	108.22000122070312	106.73999786376953	108.13999938964844	104.22510528564453	2687900	433.94000244140625	434.510009765625	425.2799987792969	428.7699890136719	428.7699890136719	661500	201.8699951171875	202.67999267578125	200.50999450683594	202.6300048828125	198.87266540527344	4047400	50.689998626708984	51.41999816894531	50.689998626708984	51.25	50.04257583618164	3573500	90.88999938964844	91.06999969482422	90.33999633789062	90.95999908447266	89.09998321533203	1071200	53.04999923706055	53.04999923706055	52.470001220703125	52.65999984741211	50.85718536376953	13278600	1,160.6700439453125	1,168.1300048828125	1,141.3900146484375	1,145.3800048828125	1,145.3800048828125	269100	37.880001068115234	38.380001068115234	37.5099983215332	37.5099983215332	36.99498748779297	1494800	1,397.93994140625	1,402.989990234375	1,390.3800048828125	1,393.3399658203125	1,393.3399658203125	1502700	374.94000244140625	384.2200012207031	372.9800109863281	380.5400085449219	380.5400085449219	253700	73.76000213623047	73.76000213623047	72.9800033569336	73.0199966430664	72.62523651123047	957100	165.14999389648438	165.6300048828125	163.63999938964844	164.7899932861328	161.191650390625	438200	44.25	45.0099983215332	44.220001220703125	44.93000030517578	44.37516403198242	24563700	90.22000122070312	91.23999786376953	89.43000030517578	91.04000091552734	90.4303207397461	619100	52.779998779296875	52.90999984741211	52.33000183105469	52.70000076293945	52.046714782714844	568600	358.010009765625	362.42999267578125	356.70001220703125	361.0899963378906	361.0899963378906	263100	90.6500015258789	92.2300033569336	90.08999633789062	90.91999816894531	86.95639038085938	3039300	37.220001220703125	37.58000183105469	36.81999969482422	36.869998931884766	35.93428421020508	2446000	73.61000061035156	73.66999816894531	72.66000366210938	73.58000183105469	71.91854858398438	6172300	131.0800018310547	132.10000610351562	130.44000244140625	130.44000244140625	129.157958984375	1211400	68.45999908447266	68.45999908447266	67.47000122070312	67.55000305175781	66.34535217285156	4500000	1,400.4599609375	1,403.5	1,391.56005859375	1,395.1099853515625	1,395.1099853515625	1716500	27.559999465942383	27.68000030517578	27.059999465942383	27.219999313354492	27.11977767944336	6105900	131.6999969482422	132.92999267578125	131.6999969482422	132.50999450683594	130.57254028320312	2448300	53.650001525878906	53.84000015258789	53.31999969482422	53.79999923706055	52.67966079711914	1815100	77.80999755859375	78.11000061035156	77.27999877929688	77.91999816894531	76.95377349853516	1740800	118.62999725341797	119.58999633789062	118.30000305175781	119.12999725341797	116.09211730957031	1018900	278.3999938964844	282.6000061035156	276.78900146484375	279.489990234375	279.489990234375	450800	88.62999725341797	89.33000183105469	87.2300033569336	89.29000091552734	87.50634765625	4320000	123.0	124.43000030517578	123.0	123.80000305175781	121.84817504882812	3641600	47.27000045776367	47.540000915527344	47.06999969482422	47.08000183105469	46.65995407104492	2025800	156.89999389648438	157.39999389648438	152.41000366210938	154.94000244140625	153.7200469970703	1129500	45.56999969482422	45.90999984741211	45.400001525878906	45.849998474121094	45.45390701293945	2284700	54.04999923706055	54.08000183105469	53.56999969482422	53.91999816894531	53.29408645629883	6716300	84.48999786376953	84.62000274658203	84.11000061035156	84.33999633789062	82.19637298583984	1361200	88.93000030517578	89.54000091552734	88.26000213623047	88.88999938964844	85.3742446899414	7242500	17.799999237060547	17.920000076293945	17.610000610351562	17.760000228881836	16.882614135742188	2910100	144.1999969482422	145.52000427246094	143.97999572753906	144.85000610351562	142.52340698242188	858800	239.30999755859375	240.0	237.58999633789062	238.0399932861328	233.2108917236328	1518900	70.45999908447266	71.27999877929688	69.94000244140625	71.06999969482422	71.06999969482422	1664600	112.68000030517578	112.98999786376953	112.16000366210938	112.19000244140625	110.37742614746094	1641000	103.05000305175781	103.68000030517578	101.43000030517578	102.25	99.88468933105469	791800	10.359999656677246	10.489999771118164	10.329999923706055	10.329999923706055	9.98801040649414	9093800	301.739990234375	303.3800048828125	299.8800048828125	300.2099914550781	298.9478759765625	3182000	17.260000228881836	17.530000686645508	17.059999465942383	17.520000457763672	17.22708511352539	6983600	35.36000061035156	36.08000183105469	35.36000061035156	35.540000915527344	35.540000915527344	2108800	88.62000274658203	88.94000244140625	87.87999725341797	88.47000122070312	86.70779418945312	2054500	57.529998779296875	57.689998626708984	57.13999938964844	57.15999984741211	55.83090591430664	4006800	173.22999572753906	176.8699951171875	172.08999633789062	176.0	176.0	8272700	204.80999755859375	206.75	204.25	204.8300018310547	202.15310668945312	2589200	9.199999809265137	9.25	9.119999885559082	9.25	9.095317840576172	44984100	101.80999755859375	102.73999786376953	100.80999755859375	101.77999877929688	101.02204132080078	6719900	320.4599914550781	320.4599914550781	306.1600036621094	311.2699890136719	311.2699890136719	220000	57.34000015258789	57.630001068115234	56.290000915527344	57.18000030517578	54.9232177734375	1578200	290.70001220703125	291.489990234375	287.5799865722656	289.7900085449219	286.123779296875	2492900	63.0099983215332	63.18000030517578	62.47999954223633	62.849998474121094	61.66986846923828	1239700	51.0099983215332	51.619998931884766	50.7400016784668	51.290000915527344	49.517547607421875	6578000	28.719999313354492	28.799999237060547	28.420000076293945	28.59000015258789	28.149991989135742	5882200	25.799999237060547	26.280000686645508	25.709999084472656	25.969999313354492	25.195425033569336	6180600	371.55999755859375	373.8299865722656	368.0199890136719	373.1300048828125	373.1300048828125	736400	60.27000045776367	62.099998474121094	60.13999938964844	61.619998931884766	60.980186462402344	7970400	35.75	35.84000015258789	34.7400016784668	35.150001525878906	34.726375579833984	17556800	31.280000686645508	31.510000228881836	30.950000762939453	31.40999984741211	31.389904022216797	1,919,700.0	143.5800018310547	143.80999755859375	142.36000061035156	143.2100067138672	142.1184844970703	578100	88.38999938964844	88.72000122070312	88.0999984741211	88.68000030517578	86.25782775878906	931300	125.62666320800781	126.24666595458984	125.13333129882812	125.85333251953125	125.43102264404297	473800	133.6199951171875	133.75	133.5800018310547	133.6300048828125	131.62933349609375	2341800	24.399999618530273	24.399999618530273	24.059999465942383	24.190000534057617	23.567825317382812	1909500	82.18000030517578	82.4800033569336	81.95999908447266	82.20999908447266	79.4856185913086	2555100	49.349998474121094	49.38999938964844	48.040000915527344	48.25	48.25	58061400	157.5500030517578	157.8000030517578	155.64999389648438	156.9499969482422	154.7826690673828	1343700	56.54999923706055	57.27000045776367	56.47999954223633	56.970001220703125	56.970001220703125	1623100	51.459999084472656	51.709999084472656	50.88999938964844	51.029998779296875	49.48967361450195	1583500	57.68000030517578	59.16999816894531	57.22999954223633	59.13999938964844	56.716190338134766	6578000	108.0	108.26000213623047	106.38999938964844	106.41999816894531	105.08385467529297	557700	49.61000061035156	49.9900016784668	49.33000183105469	49.790000915527344	48.83460235595703	1818700	137.66000366210938	138.0800018310547	136.63999938964844	136.99000549316406	136.99000549316406	463600	59.689998626708984	60.40999984741211	59.209999084472656	60.34000015258789	59.94574737548828	4920300	141.0	141.4199981689453	138.16000366210938	138.8699951171875	135.80166625976562	1667200	53.88999938964844	54.33000183105469	53.61000061035156	54.15999984741211	53.43914031982422	12015400	85.62999725341797	86.83000183105469	85.2699966430664	86.4000015258789	83.54708099365234	4311600	19.579999923706055	19.639999389648438	19.360000610351562	19.459999084472656	18.665063858032227	8343900	90.48999786376953	90.48999786376953	89.12999725341797	89.54000091552734	86.2589340209961	626700	224.25999450683594	225.9199981689453	222.13999938964844	223.7899932861328	223.7899932861328	1027700	34.31999969482422	34.5	33.97999954223633	34.400001525878906	33.731224060058594	1869600	95.55999755859375	95.75	94.66000366210938	94.72000122070312	93.49181365966797	627500	16.469999313354492	16.5	16.299999237060547	16.399999618530273	15.737784385681152	2300800	158.27999877929688	158.91000366210938	156.4600067138672	156.5800018310547	156.5800018310547	477200	111.27999877929688	112.75	110.7300033569336	111.2300033569336	111.2300033569336	1673100	79.80000305175781	80.04000091552734	78.97000122070312	79.11000061035156	76.51331329345703	1598300	93.27999877929688	93.83000183105469	92.94000244140625	93.69000244140625	91.46605682373047	2608100	174.0800018310547	174.83999633789062	171.64999389648438	174.25999450683594	170.43357849121094	1437200	88.95999908447266	91.1500015258789	88.41000366210938	90.19999694824219	90.19999694824219	2475900	141.17999267578125	143.47999572753906	140.32000732421875	142.9600067138672	142.9600067138672	701100	205.47000122070312	208.50999450683594	205.47000122070312	206.8000030517578	205.4167938232422	495500	39.52000045776367	39.810001373291016	39.20000076293945	39.56999969482422	39.20158767700195	4916900	81.95999908447266	82.38999938964844	81.38999938964844	81.48999786376953	79.42535400390625	1926300	31.09000015258789	31.139999389648438	30.709999084472656	30.979999542236328	28.967432022094727	2312900	25.950000762939453	25.950000762939453	25.270000457763672	25.559999465942383	24.836551666259766	4474800	85.7699966430664	86.30000305175781	85.54000091552734	85.86000061035156	84.80911254882812	3408100	69.31999969482422	70.0	68.63999938964844	68.80999755859375	67.02151489257812	2412000	14.380000114440918	14.59000015258789	14.289999961853027	14.5	14.263226509094238	1585000	155.00999450683594	156.08999633789062	154.72999572753906	155.14999389648438	154.11265563964844	351400	130.50999450683594	130.74000549316406	128.82000732421875	129.3000030517578	126.04728698730469	380800	3,775.93994140625	3,810.0	3,774.0	3,806.1201171875	3,806.1201171875	23700	108.0199966430664	108.54000091552734	107.58000183105469	108.11000061035156	107.22921752929688	834000	111.5	111.55999755859375	109.52999877929688	109.66999816894531	109.66999816894531	6898700	31.829999923706055	32.540000915527344	31.760000228881836	32.06999969482422	32.06999969482422	3102000	328.2099914550781	331.1700134277344	326.1099853515625	329.69000244140625	329.69000244140625	789100	22.8799991607666	23.020000457763672	22.760000228881836	22.979999542236328	22.071319580078125	2853400	589.9500122070312	589.9500122070312	573.739990234375	582.7999877929688	582.7999877929688	1171700	170.72999572753906	171.13999938964844	168.16000366210938	168.27999877929688	167.0014190673828	716000	55.380001068115234	58.400001525878906	55.36000061035156	58.27000045776367	58.27000045776367	49908200	nan	nan	nan	nan	nan	nan	29.790000915527344	29.940000534057617	29.489999771118164	29.899999618530273	29.162939071655273	6851500	225.41000366210938	228.8300018310547	224.91000366210938	226.86000061035156	224.1223602294922	1518900	69.55000305175781	70.19999694824219	69.5	70.16000366210938	68.7877197265625	2262800	44.349998474121094	44.959999084472656	44.13999938964844	44.7599983215332	44.68189239501953	1024500	66.55999755859375	66.81999969482422	66.05999755859375	66.18000030517578	65.80680847167969	1041500	167.27999877929688	168.07000732421875	165.44000244140625	165.88999938964844	161.28350830078125	324800	35.88999938964844	36.58000183105469	35.83000183105469	36.470001220703125	35.90659713745117	955700	136.0	136.07000732421875	133.9499969482422	134.00999450683594	131.1429443359375	5718100	69.33999633789062	69.55000305175781	68.5199966430664	69.16999816894531	65.5629653930664	1314200	79.29000091552734	79.30000305175781	78.7300033569336	78.76000213623047	76.64334106445312	10469100	291.32000732421875	291.69000244140625	289.2799987792969	291.3500061035156	289.4516906738281	1963400	66.44000244140625	66.48999786376953	65.73999786376953	66.4800033569336	64.69915008544922	5974800	206.00999450683594	207.2100067138672	205.17999267578125	206.0500030517578	205.07164001464844	1180600	126.3499984741211	128.13999938964844	125.76000213623047	126.61000061035156	124.72113800048828	730800	112.33000183105469	112.51000213623047	111.06999969482422	111.88999938964844	111.88999938964844	759300	172.3699951171875	172.4499969482422	170.6699981689453	170.80999755859375	169.2158660888672	372700	78.08333587646484	78.5999984741211	77.38333129882812	77.66999816894531	77.66999816894531	2621400	78.56999969482422	79.51000213623047	78.1500015258789	78.91999816894531	78.91999816894531	3262400	31.25	31.28499984741211	30.510000228881836	30.760000228881836	29.512001037597656	7165700	123.47000122070312	124.4000015258789	123.36000061035156	123.41000366210938	122.1739273071289	2042300	43.66999816894531	43.7599983215332	43.25	43.47999954223633	41.69175338745117	3313400	20.020000457763672	20.1200008392334	19.8799991607666	20.100000381469727	19.57600212097168	3240600	271.5799865722656	273.5199890136719	270.1300048828125	272.7300109863281	270.0272521972656	1332900	52.75	52.86000061035156	52.25	52.33000183105469	51.2471923828125	3922100	101.72000122070312	103.0	100.7699966430664	101.70999908447266	99.12129974365234	583100	75.18000030517578	75.4000015258789	74.5	75.11000061035156	75.11000061035156	1177900	20.280000686645508	20.40999984741211	19.920000076293945	20.360000610351562	20.131874084472656	3670100	188.24000549316406	189.60000610351562	187.1699981689453	187.3699951171875	186.74647521972656	1520500	210.02999877929688	210.85000610351562	207.11000061035156	209.6199951171875	208.17181396484375	1077500	104.4000015258789	104.80999755859375	103.98999786376953	104.47000122070312	102.6700210571289	629400	60.66999816894531	60.75	60.0099983215332	60.619998931884766	60.619998931884766	1012100	18.950000762939453	19.149999618530273	18.729999542236328	19.0	18.175189971923828	3362600	141.19000244140625	141.77999877929688	140.66000366210938	140.9199981689453	139.55250549316406	801300	17.979999542236328	18.5	17.850000381469727	18.030000686645508	17.36652946472168	8673300	206.89999389648438	207.44000244140625	205.0	206.49000549316406	203.58897399902344	699500	168.41000366210938	169.47000122070312	168.27999877929688	169.16000366210938	169.16000366210938	526600	58.09000015258789	58.33000183105469	56.79999923706055	57.13999938964844	56.75690841674805	5102700	227.1300048828125	227.57000732421875	221.6199951171875	223.67999267578125	221.8212127685547	1463800	20.559999465942383	20.780000686645508	20.510000228881836	20.65999984741211	20.084440231323242	6536200	34.79999923706055	34.86000061035156	34.47999954223633	34.66999816894531	34.66999816894531	2196200	25.350000381469727	25.350000381469727	24.219999313354492	24.670000076293945	24.25324058532715	12406300	62.47999954223633	62.650001525878906	62.09000015258789	62.27000045776367	61.0316162109375	1679600	52.290000915527344	53.064998626708984	51.9900016784668	52.189998626708984	49.67395782470703	5122800	87.23999786376953	87.8499984741211	86.97000122070312	87.2300033569336	87.2300033569336	1187700	373.6199951171875	376.7099914550781	371.0899963378906	374.9700012207031	370.4810485839844	863600	105.01000213623047	105.01000213623047	102.76000213623047	103.38999938964844	100.81387329101562	984900	189.58999633789062	190.10000610351562	188.60000610351562	188.69000244140625	187.81822204589844	4392300	60.959999084472656	61.7599983215332	60.43000030517578	61.599998474121094	60.16994857788086	2342600	29.299999237060547	29.489999771118164	29.1200008392334	29.190000534057617	28.839927673339844	2426200	81.37999725341797	82.0	81.01000213623047	81.91000366210938	80.40231323242188	3139200	176.00999450683594	176.44000244140625	173.49000549316406	173.74000549316406	171.88172912597656	1234200	94.37999725341797	96.83999633789062	93.87999725341797	96.66999816894531	95.1171646118164	2103400	189.17999267578125	189.94000244140625	183.30999755859375	183.60000610351562	181.27096557617188	2301500	97.75	98.05000305175781	97.22000122070312	97.54000091552734	95.54527282714844	781200	51.970001220703125	52.29999923706055	51.810001373291016	51.84000015258789	51.5869026184082	759500	10.8100004196167	10.920000076293945	10.710000038146973	10.720000267028809	10.603882789611816	3058400	47.150001525878906	48.47999954223633	47.150001525878906	48.349998474121094	46.76103591918945	1475400	90.80000305175781	91.12000274658203	89.12000274658203	89.19999694824219	87.13768768310547	10622400	42.099998474121094	42.709999084472656	41.91999816894531	42.439998626708984	41.808372497558594	1383300	169.2899932861328	169.4600067138672	167.9499969482422	168.1300048828125	165.02049255371094	1878900	52.29999923706055	52.4900016784668	51.939998626708984	52.22999954223633	50.8983154296875	4274300	120.48999786376953	120.66000366210938	119.20999908447266	119.62999725341797	117.95181274414062	4191100	49.83000183105469	49.959999084472656	49.220001220703125	49.709999084472656	48.598331451416016	463900	31.799999237060547	32.70000076293945	31.719999313354492	32.540000915527344	32.540000915527344	13712900	89.61000061035156	90.63999938964844	88.80999755859375	88.83999633789062	87.14666748046875	2088700	67.30000305175781	67.81999969482422	66.9000015258789	67.73999786376953	67.73999786376953	790700	50.790000915527344	51.130001068115234	50.61000061035156	50.7599983215332	49.335166931152344	1450900	87.04000091552734	89.48999786376953	86.91000366210938	88.97000122070312	87.12327575683594	8377400	54.33000183105469	54.400001525878906	53.880001068115234	54.290000915527344	54.08185958862305	2997600	58.0	58.25	57.599998474121094	58.119998931884766	56.369384765625	1809900	119.0199966430664	119.7300033569336	117.7699966430664	119.05999755859375	114.33349609375	7856900	242.5800018310547	245.2100067138672	240.80999755859375	241.0	239.51438903808594	743700	26.25	26.56999969482422	26.100000381469727	26.489999771118164	25.115108489990234	6457400	20.3700008392334	20.829999923706055	20.290000915527344	20.700000762939453	20.700000762939453	6638200	260.8599853515625	265.3599853515625	260.739990234375	262.4100036621094	260.7675476074219	460700	83.30000305175781	83.30000305175781	82.08999633789062	82.68000030517578	81.04151916503906	2432800	77.27999877929688	77.62000274658203	76.16000366210938	77.13999938964844	77.13999938964844	1536000	119.98999786376953	119.98999786376953	118.06999969482422	118.22000122070312	116.91487121582031	514800	45.72999954223633	46.41999816894531	45.560001373291016	45.58000183105469	44.31573486328125	1944500	369.0	369.0	363.0899963378906	366.8699951171875	365.4873962402344	669200	135.88999938964844	136.6300048828125	135.10000610351562	135.16000366210938	132.38380432128906	1204600	165.8800048828125	166.4499969482422	165.0	165.72000122070312	163.60243225097656	1131000	28.559999465942383	28.889999389648438	28.3799991607666	28.65999984741211	27.382471084594727	1767900	863.0	863.0	854.3900146484375	860.0800170898438	860.0800170898438	243300	2,047.3900146484375	2,072.830078125	2,038.5400390625	2,068.050048828125	2,068.050048828125	345300	54.88999938964844	55.650001525878906	54.38999938964844	55.349998474121094	53.2558479309082	868300	28.309999465942383	28.719999313354492	28.170000076293945	28.469999313354492	28.036685943603516	6014800	84.76000213623047	85.25	84.19000244140625	84.62999725341797	83.49497985839844	845300	145.99000549316406	146.8699951171875	145.4199981689453	145.6999969482422	145.6999969482422	6906500	119.94000244140625	121.55999755859375	119.25	120.33000183105469	119.15737915039062	652400	219.5	220.55999755859375	216.89999389648438	218.52000427246094	214.6473388671875	5685400	59.779998779296875	59.79999923706055	58.88999938964844	58.93000030517578	57.91847229003906	21876100	45.08000183105469	45.279998779296875	44.18000030517578	45.27000045776367	43.87031936645508	12084800	565.7000122070312	566.1400146484375	559.3900146484375	560.3599853515625	556.4808349609375	601200	146.52000427246094	148.7899932861328	146.52000427246094	148.3000030517578	147.79930114746094	817600	23.5	23.6200008392334	23.43000030517578	23.520000457763672	22.378278732299805	2918800	125.41999816894531	126.66999816894531	125.25	126.0199966430664	122.9543685913086	826700	126.12000274658203	126.52999877929688	124.43000030517578	125.3499984741211	121.02082824707031	353900	105.63999938964844	106.80000305175781	104.69000244140625	105.6500015258789	105.52925872802734	549700	115.86000061035156	116.44000244140625	115.06999969482422	116.0	112.95011901855469	1952300	76.61000061035156	78.44000244140625	76.20999908447266	78.31999969482422	76.88714599609375	1147100	103.37000274658203	104.0199966430664	103.02999877929688	103.6500015258789	103.08793640136719	311400	298.30999755859375	299.69000244140625	294.5400085449219	296.3299865722656	290.921875	327200	62.150001525878906	62.52000045776367	61.970001220703125	62.459999084472656	61.2630615234375	1861100	133.69000244140625	134.9600067138672	133.39999389648438	134.19000244140625	129.3520965576172	3090800	137.27999877929688	137.86000061035156	135.82000732421875	135.8800048828125	133.18472290039062	10531300	76.37000274658203	76.94000244140625	76.08000183105469	76.62999725341797	76.10333251953125	871800	36.560001373291016	37.224998474121094	36.400001525878906	37.06999969482422	36.500633239746094	3254000	65.20999908447266	67.9800033569336	64.52999877929688	67.66000366210938	66.78516387939453	11090300	100.56999969482422	101.29000091552734	100.30999755859375	100.77999877929688	100.77999877929688	1259600	584.469970703125	586.5	575.02001953125	581.8800048828125	575.1644287109375	252600	154.1199951171875	155.36000061035156	153.63999938964844	153.9199981689453	150.84596252441406	1505900	46.150001525878906	46.2400016784668	45.599998474121094	45.81999969482422	44.575828552246094	1236200	91.05999755859375	92.76000213623047	90.30999755859375	92.7300033569336	88.66218566894531	3795500	206.17999267578125	208.77999877929688	205.27999877929688	207.92999267578125	207.887451171875	1354600	268.1199951171875	271.25	267.3399963378906	270.07000732421875	270.07000732421875	388400	40.529998779296875	40.61000061035156	39.72999954223633	40.61000061035156	39.48609924316406	10971700	18.1299991607666	18.549999237060547	17.889999389648438	18.020000457763672	17.80024528503418	5726800	299.20001220703125	300.2799987792969	294.6099853515625	299.5400085449219	296.42852783203125	1313200	82.48999786376953	82.54000091552734	81.23999786376953	82.25	79.35275268554688	1239500	334.1499938964844	334.7900085449219	332.30999755859375	333.3900146484375	333.3900146484375	2500800	196.52000427246094	197.72999572753906	195.1300048828125	196.7100067138672	193.8023681640625	1478900	47.31999969482422	47.689998626708984	47.2400016784668	47.52000045776367	46.0920524597168	2187700	54.45000076293945	54.599998474121094	54.150001525878906	54.25	52.866249084472656	9973900	59.220001220703125	59.47999954223633	58.619998931884766	59.290000915527344	57.456878662109375	4365700	153.19000244140625	153.2899932861328	151.50999450683594	151.52000427246094	148.96194458007812	1198200	157.42999267578125	158.39999389648438	156.61000061035156	157.25999450683594	152.57684326171875	1936300	88.0	88.58000183105469	87.18000030517578	87.66999816894531	85.15839385986328	1897700	34.70000076293945	34.91999816894531	34.529998779296875	34.619998931884766	33.92592239379883	34149000	41.0099983215332	41.18000030517578	40.630001068115234	40.75	40.1002082824707	5157100	90.43000030517578	90.44999694824219	89.93000030517578	90.12999725341797	89.20600128173828	772900	27.299999237060547	27.809999465942383	27.079999923706055	27.520000457763672	27.137683868408203	2752900	36.04999923706055	36.2599983215332	35.81999969482422	35.95000076293945	34.90388870239258	1533100	146.38999938964844	146.97000122070312	145.64999389648438	146.47999572753906	145.34365844726562	320700	94.16000366210938	95.0	94.01000213623047	94.83999633789062	92.47037506103516	2631000	291.739990234375	298.5400085449219	291.3800048828125	296.239990234375	293.3102722167969	1559500	100.19999694824219	100.69999694824219	99.83000183105469	100.08000183105469	98.88179016113281	1978200	74.95999908447266	75.2249984741211	74.37000274658203	74.59750366210938	74.08639526367188	108872000	336.4700012207031	336.70001220703125	330.29998779296875	330.75	330.75	4703200	154.19000244140625	154.75999450683594	152.13999938964844	152.2100067138672	151.58363342285156	2832000	790.5599975585938	801.1199951171875	787.1799926757812	797.1599731445312	797.1599731445312	105800	26.760000228881836	26.8799991607666	26.3700008392334	26.8700008392334	26.152982711791992	4252100	57.90999984741211	58.06999969482422	57.470001220703125	57.61000061035156	57.21461868286133	5563000	115.52999877929688	116.19999694824219	114.87999725341797	116.01000213623047	114.36466217041016	2325500	55.66999816894531	55.66999816894531	55.09000015258789	55.4900016784668	53.65021514892578	5272800	205.5	206.00999450683594	202.94000244140625	204.99000549316406	202.24452209472656	968000	63.93000030517578	64.62000274658203	63.709999084472656	63.91999816894531	63.53228759765625	2518500	20.739999771118164	21.079999923706055	20.59000015258789	20.920000076293945	20.720443725585938	4618900	208.19000244140625	208.5800018310547	204.77999877929688	205.02000427246094	200.85401916503906	850500	112.20999908447266	113.4800033569336	111.7300033569336	112.1500015258789	111.28314208984375	1901800	45.119998931884766	45.58000183105469	44.970001220703125	45.400001525878906	45.400001525878906	4298400	100.5	101.77999877929688	100.30999755859375	101.62999725341797	101.01158905029297	1265600	114.8499984741211	117.86000061035156	113.98999786376953	117.6500015258789	116.80947875976562	614500	124.5	126.55000305175781	124.5	125.30999755859375	123.62251281738281	1244700	57.939998626708984	58.0	57.380001068115234	57.599998474121094	56.033573150634766	4094400	34.54999923706055	34.61000061035156	34.029998779296875	34.43000030517578	33.12980651855469	1786500	112.51000213623047	113.43000030517578	112.22000122070312	112.41000366210938	111.49535369873047	933700	166.61000061035156	167.0	165.08999633789062	165.19000244140625	162.80117797851562	1144800	18.34000015258789	18.610000610351562	18.25	18.59000015258789	18.59000015258789	2613800	29.84000015258789	30.469999313354492	29.75	29.989999771118164	29.989999771118164	2012300	90.88999938964844	90.88999938964844	89.83999633789062	90.2699966430664	87.3558578491211	3980900	275.8500061035156	276.6300048828125	274.0299987792969	274.1700134277344	268.40362548828125	244300	213.22000122070312	214.64999389648438	211.77000427246094	213.61000061035156	207.43316650390625	1164300	325.42999267578125	329.239990234375	324.9800109863281	326.9800109863281	326.34674072265625	917700	225.00999450683594	234.42999267578125	225.00999450683594	231.4499969482422	231.4499969482422	1337800	151.7899932861328	152.42999267578125	150.6300048828125	151.8300018310547	151.44259643554688	289800	255.11000061035156	258.3399963378906	253.5	256.6700134277344	256.6700134277344	357100	147.35000610351562	147.57000732421875	145.50999450683594	146.3800048828125	142.96726989746094	2841900	133.0	133.17999267578125	132.17999267578125	132.2100067138672	130.1349334716797	254700	92.33000183105469	92.5	90.8499984741211	91.19000244140625	90.95866394042969	2100900	334.260009765625	344.19000244140625	330.7099914550781	337.2799987792969	335.28515625	9898600	70.16000366210938	70.37000274658203	69.30000305175781	69.86000061035156	69.23524475097656	1583800	41.06999969482422	41.220001220703125	40.29999923706055	40.68000030517578	40.562095642089844	1723300	91.62999725341797	93.33999633789062	90.9800033569336	93.11000061035156	92.16497039794922	1784600	155.02000427246094	156.6699981689453	154.10000610351562	156.1300048828125	155.74900817871094	1987200	44.20000076293945	44.66999816894531	44.130001068115234	44.540000915527344	43.87028503417969	2076400	60.66999816894531	60.689998626708984	59.97999954223633	60.31999969482422	59.683475494384766	2952900	76.54000091552734	77.44999694824219	76.37000274658203	77.23999786376953	75.45936584472656	2497000	155.77999877929688	157.89999389648438	155.3800048828125	156.8000030517578	156.8000030517578	1052900	99.91000366210938	100.7699966430664	99.69999694824219	99.98999786376953	98.86925506591797	483900	48.16999816894531	48.5099983215332	48.04999923706055	48.189998626708984	47.493194580078125	1896600	67.41999816894531	67.56999969482422	66.95999908447266	66.97000122070312	66.4587631225586	689800	13.760000228881836	13.84000015258789	13.609999656677246	13.789999961853027	13.725197792053223	9554100	35.349998474121094	36.25	35.220001220703125	35.849998474121094	35.155487060546875	3027200	14.470000267028809	14.569999694824219	14.3100004196167	14.40999984741211	13.734651565551758	7101800	285.9200134277344	286.45001220703125	281.4700012207031	283.05999755859375	283.05999755859375	522900	63.869998931884766	64.13999938964844	63.540000915527344	63.689998626708984	63.689998626708984	3367800	21.489999771118164	21.510000228881836	20.8799991607666	21.209999084472656	20.7723331451416	3323300	133.0	134.80999755859375	132.6699981689453	133.5800018310547	132.98532104492188	1224500	322.9599914550781	324.67999267578125	320.30999755859375	324.04998779296875	323.9895324707031	212400	177.66000366210938	178.38999938964844	176.19000244140625	177.80999755859375	175.35708618164062	1144100	36.16999816894531	36.400001525878906	35.904998779296875	36.0099983215332	34.591644287109375	839500	25.260000228881836	25.459999084472656	24.309999465942383	25.09000015258789	24.33339500427246	5493400	358.7099914550781	361.7300109863281	356.5799865722656	361.44000244140625	359.8646240234375	404600	16.5	16.530000686645508	16.280000686645508	16.350000381469727	15.762166976928711	9229600	275.8599853515625	279.54998779296875	274.760009765625	276.0199890136719	273.84075927734375	533700	335.1400146484375	339.29998779296875	333.5	337.8399963378906	333.0711669921875	325000	14.720000267028809	14.989999771118164	14.699999809265137	14.930000305175781	14.690386772155762	467700	62.400001525878906	62.40999984741211	61.27000045776367	61.68000030517578	59.292232513427734	557100	71.63999938964844	71.9000015258789	70.87000274658203	70.91000366210938	70.91000366210938	890600	50.25	50.25	49.119998931884766	49.33000183105469	47.735286712646484	903800	291.70001220703125	293.25	290.8800048828125	291.8500061035156	289.9981384277344	501000	129.14999389648438	130.89999389648438	128.4199981689453	129.41000366210938	126.61404418945312	7184100	114.93000030517578	116.41999816894531	114.58000183105469	116.11000061035156	114.491943359375	810700	98.91999816894531	101.25	98.29000091552734	100.1500015258789	99.12113952636719	1462900	101.8541488647461	102.66098022460938	101.70674896240234	101.97827911376953	100.466064453125	1771200	144.63999938964844	145.49000549316406	143.50999450683594	144.4499969482422	139.45565795898438	1621600	12.149999618530273	12.239999771118164	11.920000076293945	12.050000190734863	12.020024299621582	70579300	283.1199951171875	286.69000244140625	280.9700012207031	280.9800109863281	279.2099609375	1253700	nan	nan	nan	nan	nan	nan	41.77000045776367	41.91999816894531	41.380001068115234	41.560001373291016	40.49065017700195	4693800	39.08000183105469	39.29999923706055	38.97999954223633	39.25	37.41224670410156	28200500	122.87999725341797	123.20999908447266	121.87000274658203	121.98999786376953	119.71070098876953	7583400	131.64999389648438	132.1699981689453	127.66000366210938	128.00999450683594	128.00999450683594	739600	125.0	125.47000122070312	124.20999908447266	124.55999755859375	122.79456329345703	585300	129.08999633789062	129.08999633789062	127.62000274658203	128.5500030517578	124.8040771484375	733800	289.2799987792969	295.0899963378906	289.1000061035156	291.75	291.75	1574300	47.400001525878906	47.7400016784668	47.13999938964844	47.33000183105469	46.602294921875	868200	45.65999984741211	45.689998626708984	45.18000030517578	45.2599983215332	44.60087585449219	1009300	14.550000190734863	14.710000038146973	14.289999961853027	14.569999694824219	14.023016929626465	4936100	29.93000030517578	32.58000183105469	29.5	32.5099983215332	32.10698318481445	37002300	154.47000122070312	157.3000030517578	154.4199981689453	155.35000610351562	154.2138214111328	1788400	111.73999786376953	112.26000213623047	111.20999908447266	111.56999969482422	110.09591674804688	1014000	203.33999633789062	204.10000610351562	202.19000244140625	203.2100067138672	203.2100067138672	418600	61.22999954223633	61.66999816894531	61.13999938964844	61.59000015258789	61.36320114135742	4586700	117.16999816894531	118.4800033569336	116.30000305175781	117.66999816894531	116.35298919677734	2055800	35.5099983215332	35.584999084472656	35.15999984741211	35.18000030517578	34.23182678222656	3113300	101.75	102.23999786376953	101.54000091552734	101.97000122070312	100.4947738647461	1388600	71.6500015258789	73.48999786376953	71.12999725341797	72.43000030517578	71.41908264160156	1574400	84.70999908447266	85.93000030517578	84.69999694824219	85.48999786376953	84.80146789550781	4803200	165.0	165.97000122070312	163.6300048828125	165.0800018310547	165.0800018310547	525200	49.0099983215332	50.08000183105469	48.83000183105469	49.959999084472656	49.35932159423828	1288600	176.13999938964844	177.77000427246094	174.3000030517578	176.44000244140625	173.97967529296875	1139300	20.90999984741211	21.229999542236328	20.579999923706055	21.170000076293945	21.170000076293945	8041200	141.22999572753906	142.9499969482422	140.6999969482422	142.42999267578125	142.20787048339844	645700	240.69000244140625	242.2100067138672	240.1699981689453	241.30999755859375	237.5432586669922	1663300	56.349998474121094	56.97999954223633	56.290000915527344	56.90999984741211	56.61499786376953	792600	39.529998779296875	39.79999923706055	39.28499984741211	39.45000076293945	37.7653694152832	3266700	70.5	70.5199966430664	69.51000213623047	70.29000091552734	66.66203308105469	17387700	150.7100067138672	151.7100067138672	150.61000061035156	151.0399932861328	149.96890258789062	429900	583.3699951171875	589.3400268554688	580.75	587.0	587.0	255100	33.31999969482422	33.43000030517578	32.310001373291016	32.31999969482422	31.73349380493164	8378000	30.020000457763672	30.15999984741211	29.700000762939453	29.850000381469727	28.957210540771484	4057900	372.5400085449219	378.82000732421875	370.489990234375	375.25	373.7065124511719	178600	87.95999908447266	88.02999877929688	87.12999725341797	87.86000061035156	86.490478515625	6514700	203.1999969482422	206.25999450683594	203.19000244140625	203.92999267578125	201.49391174316406	3097400	70.3499984741211	70.95999908447266	69.58999633789062	70.94000244140625	69.63275909423828	1733200	53.75	54.59000015258789	53.61000061035156	53.810001373291016	52.63228988647461	2559000	148.35000610351562	149.32000732421875	147.61000061035156	148.8800048828125	146.0778350830078	1210600	35.459999084472656	35.540000915527344	35.11000061035156	35.18000030517578	33.7431526184082	4288200	25.31999969482422	25.450000762939453	24.540000915527344	24.989999771118164	24.870773315429688	2452000	128.58999633789062	129.27999877929688	128.0399932861328	128.0800018310547	126.19915771484375	2217600	109.2699966430664	109.48999786376953	108.16000366210938	108.29000091552734	108.12407684326172	1498900	79.98999786376953	80.80000305175781	79.76000213623047	79.97000122070312	79.53404998779297	1073900	90.7699966430664	91.63999938964844	88.27999877929688	90.01000213623047	89.16889190673828	2721700	27.639999389648438	27.639999389648438	27.3799991607666	27.6299991607666	26.98984146118164	2937000	51.349998474121094	51.43000030517578	50.720001220703125	51.11000061035156	49.40927505493164	4580100	41.880001068115234	42.18000030517578	41.56999969482422	42.130001068115234	41.1633415222168	5,104,000.0	60.099998474121094	60.18000030517578	59.58000183105469	59.599998474121094	57.71043014526367	14293100	145.69000244140625	146.9499969482422	145.3800048828125	146.22999572753906	146.22999572753906	566200	23.860000610351562	23.950000762939453	23.559999465942383	23.899999618530273	22.405776977539062	8952900	227.25999450683594	227.25999450683594	225.44000244140625	225.9199981689453	225.9199981689453	3517000	79.86000061035156	80.86000061035156	79.51000213623047	79.83000183105469	78.266357421875	1194800	109.0	109.25	107.7300033569336	108.38999938964844	108.38999938964844	1692400	1,904.5	1,913.8900146484375	1,892.0400390625	1,906.8599853515625	1,906.8599853515625	4044900	66.66000366210938	66.77999877929688	65.9000015258789	66.05999755859375	63.3259162902832	804200	146.74000549316406	147.22000122070312	144.67999267578125	144.94000244140625	144.3611602783203	2073200	177.3699951171875	178.07000732421875	175.58999633789062	177.61000061035156	174.37496948242188	3002800	144.00999450683594	145.4499969482422	141.3800048828125	144.97999572753906	142.1236572265625	7382900	51.040000915527344	51.189998626708984	50.709999084472656	50.91999816894531	49.79985046386719	4538100	502.8800048828125	509.82000732421875	502.8800048828125	507.2200012207031	497.07867431640625	453900	115.80000305175781	116.55999755859375	115.4800033569336	115.62000274658203	115.00198364257812	686200	76.81999969482422	77.0999984741211	76.18000030517578	77.08000183105469	76.84323120117188	1677200	68.81999969482422	68.9000015258789	67.6500015258789	67.69000244140625	67.29962158203125	686200	107.9000015258789	110.80000305175781	106.87000274658203	110.69000244140625	109.48556518554688	6701400	265.0	268.3299865722656	263.04998779296875	267.4599914550781	263.1020202636719	431200	73.0	73.12000274658203	72.16000366210938	72.76000213623047	72.57247161865234	4867700	148.5500030517578	149.13999938964844	146.69000244140625	147.82000732421875	147.1466827392578	907300	141.5	142.8300018310547	140.22999572753906	140.25	139.050537109375	976500	144.22000122070312	145.3699951171875	143.0	144.10000610351562	144.10000610351562	292000	84.23999786376953	84.3499984741211	83.4000015258789	83.55999755859375	81.98139953613281	1701400	137.02000427246094	137.8800048828125	135.8000030517578	137.85000610351562	136.7338104248047	681100	112.0	112.0199966430664	110.43000030517578	111.69999694824219	109.88282012939453	875500	267.2900085449219	269.4599914550781	265.3699951171875	266.1199951171875	266.1199951171875	418400	98.22000122070312	100.1500015258789	97.44000244140625	99.45999908447266	98.23674774169922	3050000	123.30000305175781	123.55999755859375	122.05999755859375	122.12999725341797	121.0080795288086	588400	79.91000366210938	79.91000366210938	79.0199966430664	79.5	78.68551635742188	662200	93.20999908447266	93.80000305175781	92.7300033569336	93.38999938964844	89.07659912109375	1740400	147.25	148.97999572753906	146.60000610351562	147.33999633789062	143.4003143310547	786500	248.66000366210938	251.1199951171875	247.5800018310547	250.39999389648438	250.39999389648438	506500	187.11000061035156	189.89999389648438	186.3300018310547	187.47000122070312	186.11940002441406	1556700	63.029998779296875	63.290000915527344	61.90999984741211	63.029998779296875	63.029998779296875	3475500	97.7300033569336	98.98999786376953	97.27999877929688	98.80000305175781	98.58088684082031	441800	99.16999816894531	99.97000122070312	98.55999755859375	98.72000122070312	96.66957092285156	1766100	202.86000061035156	205.42999267578125	201.3000030517578	204.85000610351562	204.85000610351562	532900	153.24000549316406	154.92999267578125	153.0800018310547	154.22000122070312	153.4615478515625	1514700	135.49000549316406	136.72999572753906	135.2899932861328	135.97000122070312	133.05313110351562	1608500	105.1500015258789	105.61000061035156	103.68000030517578	103.69000244140625	101.11373901367188	442300	94.08000183105469	94.93000030517578	93.7699966430664	94.43000030517578	93.50643920898438	2343900	12.9399995803833	13.1899995803833	12.84000015258789	13.050000190734863	13.001773834228516	20849500	140.82000732421875	142.27000427246094	140.14999389648438	141.86000061035156	140.67950439453125	1722100	76.25	76.83000183105469	76.05000305175781	76.43000030517578	75.91632080078125	1413000	47.34000015258789	48.0099983215332	47.29999923706055	47.619998931884766	46.94524002075195	9985100	45.529998779296875	45.689998626708984	45.119998931884766	45.68000030517578	44.40240478515625	6777300	159.32000732421875	159.6699981689453	157.32000732421875	157.5800018310547	156.33639526367188	21634100	92.61000061035156	93.38999938964844	91.7699966430664	91.93000030517578	91.93000030517578	2969000	178.8300018310547	182.44000244140625	177.19000244140625	180.35000610351562	180.35000610351562	990800	60.09000015258789	60.4900016784668	59.84000015258789	59.939998626708984	58.60912322998047	1413900	21.34000015258789	21.350000381469727	21.09000015258789	21.329999923706055	20.336523056030273	14736900	105.2699966430664	106.4000015258789	105.22000122070312	105.81999969482422	103.04923248291016	686200	114.33999633789062	115.30000305175781	114.13999938964844	114.48999786376953	113.03584289550781	4443800	75.12999725341797	76.19999694824219	74.83999633789062	75.86000061035156	74.12110137939453	1610400	72.69999694824219	73.52999877929688	72.16000366210938	73.0	72.24360656738281	4786900	257.5	258.739990234375	256.0799865722656	256.4700012207031	256.4700012207031	236300	53.959999084472656	54.0099983215332	53.11000061035156	53.209999084472656	52.726741790771484	4440400	17.56999969482422	17.579999923706055	17.3700008392334	17.520000457763672	17.209362030029297	10964100	12.859999656677246	12.880000114440918	12.5600004196167	12.729999542236328	11.901618957519531	18035100	75.87999725341797	76.44000244140625	75.54000091552734	76.43000030517578	75.00621795654297	1227200	411.25	416.1199951171875	408.2900085449219	414.5	406.9482727050781	1059900	241.0800018310547	241.5	235.5	237.4499969482422	236.32740783691406	539300	74.69999694824219	74.69999694824219	73.33999633789062	74.18000030517578	71.9547348022461	1560500	118.9000015258789	120.87999725341797	118.4000015258789	119.58000183105469	117.68283081054688	2214700	204.5	205.27000427246094	202.25	203.8300018310547	200.8341522216797	708700	33.15999984741211	33.400001525878906	32.900001525878906	33.25	33.03561782836914	1646700	61.91999816894531	61.91999816894531	60.36000061035156	60.77000045776367	59.69367599487305	9185300	266.80999755859375	267.5199890136719	265.3500061035156	266.4700012207031	264.9261474609375	915100	54.38999938964844	54.79999923706055	54.130001068115234	54.4900016784668	53.870304107666016	2385800	26.389999389648438	26.770000457763672	26.190000534057617	26.75	15.190511703491211	7064500	293.2200012207031	294.5799865722656	288.0299987792969	292.9100036621094	292.9100036621094	1438400	180.4199981689453	181.6300048828125	179.75	180.02000427246094	176.2371368408203	1454600	65.5199966430664	65.9000015258789	65.41999816894531	65.55999755859375	64.89089965820312	1157600	49.63999938964844	50.81999969482422	49.43000030517578	50.16999816894531	48.37803268432617	3152200	315.25	316.5799865722656	312.25	312.6400146484375	304.27978515625	1856500	87.79000091552734	89.20999908447266	87.45999908447266	88.41000366210938	86.56675720214844	2040900	35.66999816894531	35.70000076293945	35.349998474121094	35.619998931884766	35.22492599487305	6867400	35.869998931884766	36.099998474121094	35.650001525878906	35.93000030517578	35.238563537597656	3108300	117.01000213623047	118.87999725341797	116.54000091552734	118.80000305175781	118.43527221679688	1961900	45.56999969482422	45.689998626708984	45.099998474121094	45.11000061035156	43.94847869873047	2265200	43.15999984741211	43.52000045776367	42.97999954223633	43.22999954223633	42.76082229614258	9378300	118.37999725341797	118.52999877929688	116.76000213623047	117.69000244140625	114.9031982421875	1006400	238.1999969482422	241.77000427246094	236.38999938964844	239.92999267578125	239.60549926757812	7871400	104.94000244140625	105.37000274658203	103.55000305175781	104.8499984741211	102.2652816772461	1285200	212.82000732421875	214.5800018310547	211.75	213.05999755859375	213.05999755859375	14912400	120.43000030517578	120.97000122070312	119.91000366210938	120.0	118.55973815917969	841000	88.86000061035156	90.27999877929688	88.79000091552734	89.80000305175781	88.80110168457031	671800	136.72000122070312	137.2100067138672	134.6199951171875	135.2100067138672	132.294677734375	619800	62.84000015258789	64.18000030517578	62.77000045776367	63.93000030517578	62.92511749267578	15551700	58.5	59.040000915527344	58.02000045776367	58.90999984741211	57.230873107910156	1914400	47.720001220703125	47.720001220703125	47.099998474121094	47.4900016784668	46.67627716064453	16501900	139.66000366210938	140.0	138.10000610351562	138.19000244140625	137.1605987548828	3568500	497.1300048828125	500.6499938964844	495.54998779296875	499.1600036621094	499.1600036621094	1050800	83.95999908447266	85.26000213623047	83.94000244140625	85.08000183105469	84.68620300292969	1684700	63.04999923706055	63.59000015258789	62.93000030517578	63.36000061035156	61.77443313598633	1910500	19.969999313354492	19.969999313354492	19.649999618530273	19.829999923706055	19.098751068115234	2762700	115.94999694824219	117.33000183105469	115.19000244140625	116.4800033569336	116.4800033569336	2397800	61.66999816894531	62.20000076293945	61.2400016784668	61.95000076293945	60.53541564941406	1575000	186.1300048828125	188.1699981689453	185.10000610351562	187.5	187.5	897200	87.41000366210938	88.16000366210938	86.73999786376953	86.7699966430664	86.7699966430664	2581300	105.88999938964844	106.26000213623047	105.26000213623047	105.97000122070312	103.13397979736328	893600	212.02000427246094	214.24000549316406	211.0	212.72999572753906	209.88124084472656	1538100	226.2899932861328	232.05999755859375	226.2899932861328	231.97999572753906	231.97999572753906	420800	178.27999877929688	178.50999450683594	176.82000732421875	177.89999389648438	172.99732971191406	2173000	117.26000213623047	117.5199966430664	116.19999694824219	116.55999755859375	115.06524658203125	6846900	52.349998474121094	52.79999923706055	52.150001525878906	52.4900016784668	52.4900016784668	1550700
2020-01-08	154.57000732421875	157.75	153.92999267578125	157.1300048828125	155.15353393554688	3053200	62.70000076293945	62.84000015258789	62.380001068115234	62.599998474121094	60.60326385498047	3413600	177.88999938964844	181.0500030517578	177.47999572753906	180.02000427246094	177.080078125	2817500	48.5	49.029998779296875	48.43000030517578	48.7599983215332	48.197471618652344	5021400	91.19999694824219	92.25	91.02999877929688	91.26000213623047	90.34500885009766	1516400	125.95999908447266	129.0	124.81999969482422	127.81999969482422	127.81999969482422	1665900	65.11000061035156	66.23999786376953	64.80999755859375	65.80000305175781	63.947662353515625	6607300	235.67999267578125	239.75	235.47999572753906	237.75999450683594	233.43377685546875	3564700	75.13999938964844	75.48999786376953	74.2699966430664	75.19999694824219	72.69062805175781	965900	38.7599983215332	39.220001220703125	38.75	39.060001373291016	37.912960052490234	15563100	93.41000366210938	94.4800033569336	93.19999694824219	94.01000213623047	94.01000213623047	1167800	117.75	118.4000015258789	116.55000305175781	117.08000183105469	114.73731994628906	826300	106.94000244140625	109.19000244140625	105.7300033569336	108.58000183105469	108.58000183105469	1736500	110.19999694824219	110.9800033569336	108.05999755859375	108.62000274658203	108.21792602539062	1990000	204.85000610351562	206.1300048828125	203.72999572753906	204.38999938964844	202.84730529785156	486400	23.3799991607666	23.68000030517578	22.700000762939453	22.719999313354492	22.493940353393555	6566100	288.8800048828125	294.19000244140625	287.80999755859375	292.6600036621094	292.6600036621094	1059000	32.95000076293945	33.529998779296875	32.91999816894531	33.2400016784668	32.98703384399414	4213400	252.4499969482422	259.17999267578125	252.4499969482422	258.0	258.0	1123400	156.5	158.0	155.77999877929688	157.8300018310547	155.6705322265625	2239300	379.760009765625	381.9599914550781	378.8500061035156	379.4599914550781	378.3534851074219	178100	165.91000366210938	168.6999969482422	165.91000366210938	167.13999938964844	163.72242736816406	657700	15.569999694824219	15.805000305175781	15.489999771118164	15.760000228881836	15.23575496673584	7624900	96.4800033569336	96.91999816894531	92.61000061035156	93.33000183105469	91.138916015625	1991100	49.790000915527344	50.279998779296875	49.58000183105469	50.08000183105469	46.756370544433594	5987200	96.36249542236328	97.2624282836914	96.11705780029297	96.5512924194336	94.28150177001953	2374100	76.91999816894531	77.02999877929688	75.6500015258789	75.6500015258789	70.00137329101562	2153900	108.31999969482422	108.44000244140625	103.80999755859375	104.0999984741211	100.33135223388672	3452600	428.8699951171875	437.57000732421875	428.8699951171875	431.8999938964844	431.8999938964844	479500	202.6199951171875	206.69000244140625	202.1999969482422	205.91000366210938	202.0918426513672	5284200	51.45000076293945	51.56999969482422	51.0099983215332	51.310001373291016	50.101158142089844	3941400	91.20999908447266	91.38999938964844	90.51000213623047	91.08000183105469	89.217529296875	1323700	52.84000015258789	53.33000183105469	52.79999923706055	52.81999969482422	51.0117073059082	16585600	1,141.6300048828125	1,157.4200439453125	1,137.3499755859375	1,147.489990234375	1,147.489990234375	207900	37.52000045776367	38.0099983215332	37.220001220703125	37.939998626708984	37.41908645629883	1241500	1,392.0799560546875	1,411.5799560546875	1,390.8399658203125	1,404.3199462890625	1,404.3199462890625	1528000	384.25	386.9200134277344	380.7200012207031	381.7900085449219	381.7900085449219	269100	73.23999786376953	73.83000183105469	73.04000091552734	73.44000244140625	73.04296875	1920900	165.25	167.35000610351562	164.97000122070312	166.61000061035156	162.97189331054688	305000	44.939998626708984	45.56999969482422	44.7599983215332	45.38999938964844	44.8294792175293	18097400	90.91000366210938	91.6500015258789	89.4800033569336	89.4800033569336	88.88076782226562	930100	52.65999984741211	53.900001525878906	52.599998474121094	53.630001068115234	52.96518325805664	636100	362.5799865722656	364.9700012207031	360.1300048828125	361.54998779296875	361.54998779296875	242600	90.4800033569336	91.1500015258789	89.29000091552734	90.54000091552734	86.59295654296875	1829900	36.880001068115234	37.0	36.2400016784668	36.86000061035156	35.92454147338867	3594200	72.5	73.08999633789062	71.5999984741211	72.66000366210938	71.01932525634766	8311200	130.35000610351562	132.7100067138672	130.02000427246094	132.22000122070312	130.9204559326172	1429600	67.80000305175781	69.6500015258789	67.7300033569336	69.2699966430664	68.03466796875	4676100	1,394.8199462890625	1,411.8499755859375	1,392.6300048828125	1,405.0400390625	1,405.0400390625	1765700	27.100000381469727	28.09000015258789	27.06999969482422	27.84000015258789	27.73749542236328	10496800	132.4600067138672	134.2100067138672	132.00999450683594	133.7100067138672	131.75502014160156	5188600	53.81999969482422	54.08000183105469	53.650001525878906	53.91999816894531	52.797157287597656	1504300	78.23999786376953	79.20999908447266	77.25	78.95999908447266	77.98087310791016	1832900	119.55999755859375	119.58999633789062	118.69000244140625	118.95999908447266	115.92646026611328	867500	280.5400085449219	286.6400146484375	279.6099853515625	283.1199951171875	283.1199951171875	532200	89.23999786376953	89.54000091552734	86.97000122070312	87.33999633789062	85.59529113769531	5337300	124.05000305175781	125.25	123.33999633789062	123.4000015258789	121.4544677734375	5731600	47.22999954223633	47.93000030517578	47.119998931884766	47.459999084472656	47.03656005859375	2549100	154.85000610351562	156.0500030517578	153.13999938964844	153.16000366210938	151.9540557861328	825700	45.88999938964844	46.61000061035156	45.4900016784668	46.369998931884766	45.96941375732422	2997900	54.029998779296875	54.41999816894531	53.90999984741211	54.04999923706055	53.422576904296875	5435400	84.43000030517578	85.48999786376953	84.27999877929688	85.16999816894531	83.0052719116211	1500500	89.1500015258789	90.05999755859375	88.87000274658203	89.5199966430664	85.97932434082031	7696800	17.829999923706055	18.059999465942383	17.770000457763672	17.81999969482422	16.939647674560547	3765800	145.47999572753906	146.92999267578125	144.86000061035156	146.0399932861328	143.69427490234375	865200	237.92999267578125	239.5800018310547	236.61000061035156	238.22000122070312	233.3872528076172	2214700	71.27999877929688	72.76000213623047	70.95999908447266	72.27999877929688	72.27999877929688	1763100	112.55000305175781	113.83000183105469	112.44000244140625	112.5	110.68241119384766	1748900	102.58999633789062	104.0	102.23999786376953	103.30000305175781	100.910400390625	1009900	10.380000114440918	10.539999961853027	10.34000015258789	10.369999885559082	10.02668571472168	4951500	300.7799987792969	306.95001220703125	300.510009765625	305.1000061035156	304.22265625	3224400	17.25	17.3799991607666	16.700000762939453	16.850000381469727	16.56828498840332	10755300	35.439998626708984	35.630001068115234	34.970001220703125	35.4900016784668	35.4900016784668	1829100	88.45999908447266	89.2300033569336	88.1500015258789	88.94999694824219	87.17823028564453	2013700	57.20000076293945	57.5099983215332	57.029998779296875	57.040000915527344	55.71369934082031	5627500	175.22999572753906	178.85000610351562	174.75	177.3300018310547	177.3300018310547	7225100	205.27000427246094	208.19000244140625	205.10000610351562	207.38999938964844	204.6796417236328	1327300	9.229999542236328	9.300000190734863	9.170000076293945	9.25	9.095317840576172	45994900	101.30999755859375	102.13999938964844	100.8499984741211	101.55000305175781	100.79375457763672	4942200	311.7099914550781	314.82000732421875	310.989990234375	310.989990234375	310.989990234375	214100	57.27000045776367	57.689998626708984	56.880001068115234	56.900001525878906	54.65427017211914	2002200	291.5	297.3800048828125	290.0400085449219	295.8999938964844	292.1564636230469	3379200	62.880001068115234	63.459999084472656	62.77000045776367	62.91999816894531	61.738555908203125	1025200	51.470001220703125	52.56999969482422	51.439998626708984	51.83000183105469	50.038883209228516	9880500	28.709999084472656	28.729999542236328	28.420000076293945	28.420000076293945	27.982606887817383	7341600	26.020000457763672	26.450000762939453	25.920000076293945	26.200000762939453	25.41856575012207	5965900	373.17999267578125	384.8500061035156	370.7099914550781	382.4200134277344	382.4200134277344	743100	61.70000076293945	62.20000076293945	61.25	61.58000183105469	60.94060134887695	4364400	35.040000915527344	35.20000076293945	34.40999984741211	34.650001525878906	34.232398986816406	13229400	31.270000457763672	31.299999237060547	30.700000762939453	30.719999313354492	30.70034408569336	2,767,300.0	143.55999755859375	147.24000549316406	143.50999450683594	146.27999877929688	145.1650848388672	1165600	88.80999755859375	89.08999633789062	88.47000122070312	88.51000213623047	86.09247589111328	797200	126.13333129882812	127.23999786376953	125.64666748046875	126.44666290283203	126.02235412597656	436900	133.6999969482422	133.86000061035156	133.66000366210938	133.83999633789062	131.83619689941406	1640100	24.1299991607666	24.31999969482422	24.020000457763672	24.110000610351562	23.48988151550293	2143000	82.41999816894531	82.4800033569336	81.55999755859375	81.69000244140625	78.98285675048828	2591100	47.849998474121094	48.29999923706055	47.13999938964844	47.83000183105469	47.83000183105469	53767000	157.9600067138672	158.88999938964844	150.6999969482422	152.0800018310547	149.97991943359375	2125400	57.029998779296875	57.91999816894531	56.91999816894531	57.56999969482422	57.56999969482422	1187300	51.06999969482422	51.54999923706055	51.0	51.2599983215332	49.71273422241211	1267100	58.91999816894531	59.11000061035156	57.790000915527344	58.52000045776367	56.12160110473633	5585200	106.51000213623047	106.95999908447266	105.23999786376953	105.83000183105469	104.50126647949219	1167000	49.68000030517578	50.310001373291016	49.2599983215332	50.060001373291016	49.099422454833984	1727100	137.5399932861328	137.80999755859375	135.97999572753906	136.44000244140625	136.44000244140625	571400	60.0	60.88999938964844	59.849998474121094	59.880001068115234	59.48875427246094	5021500	139.00999450683594	139.91000366210938	138.58999633789062	139.4499969482422	136.36886596679688	2644600	53.939998626708984	54.599998474121094	53.70000076293945	54.130001068115234	53.64726638793945	11856700	86.80000305175781	88.3499984741211	86.43000030517578	88.04000091552734	85.13292694091797	5337600	19.479999542236328	19.770000457763672	19.440000534057617	19.649999618530273	18.847301483154297	10701700	89.54000091552734	90.22000122070312	89.04000091552734	89.94999694824219	86.65389251708984	611400	225.88999938964844	232.6999969482422	224.91000366210938	231.08999633789062	231.08999633789062	1802600	34.36000061035156	34.66999816894531	34.209999084472656	34.599998474121094	33.927330017089844	3240700	94.75	95.77999877929688	94.69999694824219	94.8499984741211	93.6201171875	795700	16.440000534057617	16.559999465942383	16.350000381469727	16.5	15.833745002746582	2149400	156.61000061035156	159.1300048828125	156.3000030517578	158.64999389648438	158.64999389648438	556100	111.54000091552734	113.7699966430664	111.41999816894531	112.91999816894531	112.91999816894531	1735300	79.3499984741211	79.94999694824219	79.25	79.31999969482422	76.71641540527344	1737400	93.41000366210938	94.0199966430664	93.18000030517578	93.41000366210938	91.19270324707031	2245400	174.1699981689453	175.4199981689453	173.0800018310547	174.35000610351562	170.5216064453125	896800	90.54000091552734	91.97000122070312	89.98999786376953	91.4000015258789	91.4000015258789	1899000	143.1999969482422	146.60000610351562	142.55999755859375	145.86000061035156	145.86000061035156	1241800	206.97000122070312	209.10000610351562	206.5	207.64999389648438	206.26109313964844	691700	40.130001068115234	40.47999954223633	39.91999816894531	39.93000030517578	39.5582389831543	5464200	81.66999816894531	83.05999755859375	81.3499984741211	82.37000274658203	80.28307342529297	2092300	30.8700008392334	31.170000076293945	30.81999969482422	30.950000762939453	28.939380645751953	2274600	25.6200008392334	25.729999542236328	25.229999542236328	25.420000076293945	24.70051383972168	3995200	86.23999786376953	86.66000366210938	85.93000030517578	86.20999908447266	85.15481567382812	5693900	68.77999877929688	69.20999908447266	68.51000213623047	68.88999938964844	67.09943389892578	1270300	14.470000267028809	14.680000305175781	14.470000267028809	14.539999961853027	14.302573204040527	1695900	155.72999572753906	157.5	154.17999267578125	156.27000427246094	155.2251739501953	474800	129.2899932861328	130.4600067138672	129.0	130.22000122070312	126.94414520263672	500600	3,818.6298828125	3,849.68994140625	3,775.010009765625	3,785.81005859375	3,785.81005859375	35100	108.0	108.94000244140625	107.38999938964844	108.37000274658203	107.48710632324219	807900	110.4000015258789	112.63999938964844	109.81999969482422	111.81999969482422	111.81999969482422	8293600	32.0099983215332	32.38999938964844	31.959999084472656	32.11000061035156	32.11000061035156	3674100	328.32000732421875	334.5	326.739990234375	332.1600036621094	332.1600036621094	679700	23.020000457763672	23.15999984741211	22.81999969482422	23.040000915527344	22.128948211669922	4438200	581.5399780273438	585.3699951171875	576.5900268554688	581.780029296875	581.780029296875	893100	169.27000427246094	169.5399932861328	167.3000030517578	167.3800048828125	166.10826110839844	507200	58.09000015258789	58.38999938964844	57.060001373291016	57.52000045776367	57.52000045776367	29730800	nan	nan	nan	nan	nan	nan	29.709999084472656	30.079999923706055	29.65999984741211	30.040000915527344	29.299488067626953	8429600	227.7100067138672	228.9499969482422	225.86000061035156	228.08999633789062	225.3375244140625	965700	70.0	71.30000305175781	69.88999938964844	70.80000305175781	69.41519927978516	3455300	44.65999984741211	44.86000061035156	44.11000061035156	44.16999816894531	44.092918395996094	2072500	66.02999877929688	67.58999633789062	66.0199966430664	66.5	66.125	1438500	166.61000061035156	168.0399932861328	166.30999755859375	166.72999572753906	162.1001739501953	462500	36.58000183105469	36.91999816894531	36.36000061035156	36.41999816894531	35.85736083984375	1799500	134.4600067138672	135.36000061035156	134.07000732421875	134.6999969482422	131.8181915283203	3681400	69.43000030517578	70.22000122070312	69.19999694824219	69.68000030517578	66.04637145996094	1099300	78.7699966430664	80.0	78.68000030517578	79.36000061035156	77.22721099853516	11292400	290.989990234375	295.4800109863281	290.5	294.69000244140625	292.76995849609375	2492800	66.44999694824219	66.62999725341797	64.5199966430664	64.94000244140625	63.200401306152344	6470100	207.47999572753906	209.38999938964844	206.0	207.72000122070312	206.73370361328125	1614300	126.69999694824219	128.69000244140625	126.20999908447266	126.98999786376953	125.09547424316406	493100	111.94999694824219	114.4000015258789	111.80000305175781	113.66999816894531	113.66999816894531	1390600	171.1999969482422	172.75	170.5800018310547	172.17999267578125	170.5730743408203	357200	78.0	78.0	76.61333465576172	77.15333557128906	77.15333557128906	4319400	79.22000122070312	79.79000091552734	78.08000183105469	79.41999816894531	79.41999816894531	3037400	30.739999771118164	30.940000534057617	30.350000381469727	30.59000015258789	29.34889793395996	5802900	124.05000305175781	126.36000061035156	123.80000305175781	125.54000091552734	124.2825927734375	3458200	43.54999923706055	44.25	43.470001220703125	43.9900016784668	42.180782318115234	2516900	20.139999389648438	20.25	19.889999389648438	20.059999465942383	19.537044525146484	4476400	272.9100036621094	275.5400085449219	271.55999755859375	273.3999938964844	270.6905822753906	1408500	52.439998626708984	52.95000076293945	52.380001068115234	52.4900016784668	51.40388107299805	2854900	101.70999908447266	102.56999969482422	101.37000274658203	101.41999816894531	98.83869171142578	597300	75.08000183105469	75.58000183105469	74.6500015258789	75.52999877929688	75.52999877929688	1217900	20.3700008392334	20.479999542236328	19.93000030517578	20.34000015258789	20.112098693847656	3383200	187.4199981689453	191.02000427246094	187.4199981689453	188.86000061035156	188.2315216064453	1325800	210.55999755859375	212.00999450683594	209.22000122070312	210.69000244140625	209.23443603515625	1019100	104.0	105.41000366210938	103.37000274658203	104.9000015258789	103.09262084960938	700900	60.810001373291016	61.060001373291016	60.16999816894531	60.20000076293945	60.20000076293945	1252300	19.06999969482422	19.270000457763672	18.950000762939453	19.200000762939453	18.36650848388672	2967000	141.00999450683594	141.83999633789062	140.32000732421875	140.7100067138672	139.3445587158203	1034200	18.110000610351562	18.420000076293945	17.84000015258789	18.06999969482422	17.40505599975586	4472900	207.1300048828125	207.5399932861328	205.6999969482422	206.6300048828125	203.7270050048828	711500	170.0	174.25999450683594	168.94000244140625	173.83999633789062	173.83999633789062	857500	58.68000030517578	60.2400016784668	57.56999969482422	57.59000015258789	57.20389175415039	9236900	223.47999572753906	226.49000549316406	222.52000427246094	225.6199951171875	223.74508666992188	1433900	20.530000686645508	20.989999771118164	20.530000686645508	20.93000030517578	20.3469181060791	7780100	34.84000015258789	34.88999938964844	34.349998474121094	34.59000015258789	34.59000015258789	2123000	24.469999313354492	24.6200008392334	23.760000228881836	24.049999237060547	23.643714904785156	14021100	62.36000061035156	62.38999938964844	61.93000030517578	62.25	61.01201248168945	1703700	52.40999984741211	53.16999816894531	51.91999816894531	52.72999954223633	50.18792724609375	3629700	87.22000122070312	87.81999969482422	86.94999694824219	87.08000183105469	87.08000183105469	1651100	376.20001220703125	379.2699890136719	367.1000061035156	370.2900085449219	365.85711669921875	1312400	103.87999725341797	105.88999938964844	103.4000015258789	104.94999694824219	102.33501434326172	920900	189.49000549316406	192.5	188.8000030517578	191.9199981689453	191.03329467773438	5712000	61.790000915527344	61.9900016784668	61.310001373291016	61.58000183105469	60.15040969848633	1240000	29.1200008392334	29.420000076293945	29.09000015258789	29.299999237060547	28.948606491088867	2299800	81.91999816894531	82.30999755859375	81.05999755859375	81.48999786376953	79.99004364013672	1941200	174.5	176.77999877929688	173.99000549316406	175.89999389648438	174.01861572265625	1713900	96.95999908447266	98.16000366210938	96.86000061035156	97.66999816894531	96.10110473632812	2001000	188.75	193.75	182.1699981689453	190.2899932861328	187.87608337402344	4577800	97.47000122070312	98.02999877929688	96.95999908447266	97.0	95.01632690429688	1080000	52.04999923706055	52.58000183105469	51.79999923706055	51.849998474121094	51.59685134887695	904800	10.6899995803833	10.729999542236328	10.390000343322754	10.520000457763672	10.406048774719238	4854700	48.34000015258789	48.349998474121094	46.869998931884766	47.709999084472656	46.14207458496094	1842800	89.08999633789062	89.5	88.41000366210938	88.5999984741211	86.55155944824219	14504300	42.47999954223633	43.0	42.09000015258789	42.70000076293945	42.06450653076172	1072000	168.7899932861328	170.50999450683594	168.1699981689453	169.7100067138672	166.57127380371094	1675500	52.4900016784668	53.060001373291016	52.279998779296875	52.97999954223633	51.62919235229492	4143400	120.1500015258789	122.7300033569336	119.58000183105469	121.52999877929688	119.82515716552734	4030100	50.11000061035156	50.220001220703125	49.2400016784668	50.209999084472656	49.08715057373047	922100	32.349998474121094	33.400001525878906	32.349998474121094	33.04999923706055	33.04999923706055	14632400	89.04000091552734	89.87000274658203	88.68000030517578	89.38999938964844	87.68619537353516	2166400	67.83000183105469	68.25	67.47000122070312	67.93000030517578	67.93000030517578	730300	50.900001525878906	51.4900016784668	50.72999954223633	51.2599983215332	49.821128845214844	2396000	88.9000015258789	89.47000122070312	87.91999816894531	88.70999908447266	86.8686752319336	7619900	53.68000030517578	54.65999984741211	53.63999938964844	54.369998931884766	54.16154861450195	4103100	58.36000061035156	59.869998931884766	58.13999938964844	59.02000045776367	57.24227523803711	2375800	118.55000305175781	119.08999633789062	117.6500015258789	117.69999694824219	113.02748107910156	7295900	242.0500030517578	247.24000549316406	242.0500030517578	245.6199951171875	244.10589599609375	887200	26.450000762939453	26.489999771118164	25.209999084472656	25.549999237060547	24.223894119262695	8227400	20.75	21.0	20.309999465942383	20.420000076293945	20.420000076293945	4366300	263.0400085449219	269.2300109863281	263.0400085449219	266.55999755859375	264.8915710449219	528700	82.61000061035156	83.16999816894531	82.33999633789062	82.75	81.1101303100586	1548900	77.29000091552734	77.44999694824219	76.08000183105469	76.52999877929688	76.52999877929688	1698500	117.75	118.55000305175781	115.70999908447266	117.01000213623047	115.71822357177734	1039300	45.369998931884766	45.93000030517578	45.02000045776367	45.790000915527344	44.5199089050293	2121500	368.17999267578125	376.3999938964844	367.3900146484375	375.0	373.5867614746094	1201700	135.94000244140625	137.6999969482422	135.49000549316406	136.61000061035156	133.8040008544922	1942800	165.89999389648438	166.89999389648438	165.0399932861328	165.88999938964844	163.77024841308594	1386800	28.719999313354492	29.1200008392334	28.690000534057617	28.90999984741211	27.621326446533203	1689100	856.1500244140625	867.0	856.1500244140625	856.72998046875	856.72998046875	262500	2,066.840087890625	2,088.659912109375	2,057.139892578125	2,062.89990234375	2,062.89990234375	325800	55.290000915527344	56.04999923706055	55.209999084472656	55.59000015258789	53.48677062988281	1176900	28.5	28.780000686645508	28.100000381469727	28.700000762939453	28.2631893157959	3684500	84.55999755859375	85.81999969482422	84.52999877929688	85.44999694824219	84.30398559570312	1182000	145.49000549316406	146.1300048828125	144.82000732421875	145.39999389648438	145.39999389648438	6984200	120.80000305175781	121.4800033569336	118.93000030517578	120.0	118.8305892944336	720900	218.8000030517578	222.97000122070312	218.6699981689453	221.7899932861328	217.859375	4916200	58.88999938964844	59.31999969482422	58.52000045776367	58.970001220703125	57.957786560058594	23133500	45.540000915527344	45.779998779296875	44.27000045776367	44.97999954223633	43.589290618896484	12250900	562.0399780273438	570.3300170898438	561.0	569.280029296875	565.339111328125	628800	148.86000061035156	149.75	147.7100067138672	149.27999877929688	148.77598571777344	883200	23.520000457763672	23.6299991607666	23.34000015258789	23.3799991607666	22.245071411132812	2328600	126.5	128.0	126.25	127.22000122070312	124.12517547607422	751100	125.33999633789062	126.29000091552734	124.91999816894531	125.7699966430664	121.42633056640625	521000	106.72000122070312	108.05999755859375	105.61000061035156	106.2300033569336	106.10859680175781	631900	115.37999725341797	117.55999755859375	115.31999969482422	116.66000366210938	113.5927734375	2016000	78.33000183105469	79.69000244140625	78.2699966430664	78.80000305175781	77.35836029052734	1132400	103.81999969482422	104.69000244140625	103.12999725341797	103.5999984741211	103.0382080078125	367600	296.8299865722656	299.5899963378906	295.8900146484375	298.0400085449219	292.6006774902344	450500	62.59000015258789	62.63999938964844	62.119998931884766	62.400001525878906	61.20420837402344	4828900	134.50999450683594	135.86000061035156	133.9199981689453	135.30999755859375	130.43173217773438	4346000	135.6999969482422	137.5800018310547	135.60000610351562	136.94000244140625	134.22369384765625	9695300	76.69999694824219	76.94000244140625	76.05000305175781	76.37999725341797	75.85504913330078	989100	37.130001068115234	37.5099983215332	37.040000915527344	37.11000061035156	36.540016174316406	3709700	67.20999908447266	69.0	66.62999725341797	68.63999938964844	67.75248718261719	6600100	100.5999984741211	102.05000305175781	100.5260009765625	101.06999969482422	101.06999969482422	1233700	583.0	586.1599731445312	575.010009765625	583.7999877929688	577.062255859375	261000	153.6999969482422	154.8000030517578	152.6699981689453	152.8699951171875	149.8169403076172	2106300	45.97999954223633	46.06999969482422	45.75	45.880001068115234	44.63420486450195	1783700	92.5199966430664	93.52999877929688	91.98999786376953	93.08999633789062	89.00639343261719	4101800	207.92999267578125	211.72000122070312	207.19000244140625	211.41000366210938	211.36676025390625	1483600	270.7699890136719	275.82000732421875	268.8999938964844	275.2799987792969	275.2799987792969	702100	40.279998779296875	40.439998626708984	39.310001373291016	39.40999984741211	38.319305419921875	11327600	18.200000762939453	18.510000228881836	17.899999618530273	18.149999618530273	17.92865753173828	5397900	300.8900146484375	308.760009765625	298.510009765625	307.4800109863281	304.28607177734375	2067800	81.91999816894531	82.36000061035156	81.45999908447266	82.2699966430664	79.3720474243164	2016800	333.80999755859375	339.2300109863281	333.3999938964844	337.8699951171875	337.8699951171875	2248500	196.82000732421875	199.35000610351562	195.97999572753906	197.6300048828125	194.7087860107422	1133600	47.650001525878906	47.86000061035156	47.5099983215332	47.619998931884766	46.18904495239258	2700000	54.27000045776367	54.63999938964844	54.150001525878906	54.349998474121094	52.96369552612305	10676000	56.04999923706055	56.79999923706055	54.90999984741211	55.83000183105469	54.10385513305664	17431800	151.77999877929688	153.33999633789062	150.9499969482422	151.97000122070312	149.40435791015625	901200	158.0	159.91000366210938	157.3000030517578	158.88999938964844	154.1583251953125	1958400	87.08000183105469	87.37999725341797	86.69000244140625	86.97000122070312	84.47844696044922	2255000	34.56999969482422	35.189998626708984	34.54999923706055	34.970001220703125	34.26890563964844	45311600	40.83000183105469	41.54999923706055	40.77000045776367	41.08000183105469	40.42494583129883	4994300	90.22000122070312	90.4800033569336	89.83999633789062	90.20999908447266	89.28518676757812	1337400	27.68000030517578	27.959999084472656	27.260000228881836	27.700000762939453	27.315183639526367	3624100	35.90999984741211	36.029998779296875	35.54999923706055	35.93000030517578	34.88447189331055	1345400	147.0399932861328	147.74000549316406	146.35000610351562	146.7100067138672	145.57186889648438	458500	94.83999633789062	95.55999755859375	94.6500015258789	95.12999725341797	92.75313568115234	2480500	297.4800109863281	301.6700134277344	295.20001220703125	299.9700012207031	297.0033874511719	1553700	100.51000213623047	101.55000305175781	100.2699966430664	101.13999938964844	99.92909240722656	2194600	74.29000091552734	76.11000061035156	74.29000091552734	75.79750061035156	75.27816009521484	132079200	331.489990234375	342.70001220703125	331.04998779296875	339.260009765625	339.260009765625	7104500	152.0	152.6300048828125	151.1300048828125	151.5500030517578	150.9263458251953	3208400	796.3200073242188	805.489990234375	795.0	797.0700073242188	797.0700073242188	148200	26.920000076293945	26.940000534057617	26.6200008392334	26.639999389648438	25.929119110107422	5922600	57.75	59.400001525878906	57.72999954223633	58.849998474121094	58.44610595703125	8519000	116.0999984741211	116.4800033569336	115.68000030517578	116.08000183105469	114.43367767333984	1824600	55.41999816894531	55.81999969482422	55.310001373291016	55.61000061035156	53.7662353515625	6232700	205.55999755859375	208.3800048828125	205.55999755859375	206.10000610351562	203.3396759033203	1512300	63.90999984741211	64.66999816894531	63.83000183105469	64.47000122070312	64.0789566040039	2040800	20.93000030517578	21.239999771118164	20.799999237060547	21.110000610351562	20.908634185791016	3837200	205.2899932861328	206.8300018310547	204.55999755859375	205.8699951171875	201.68673706054688	872300	112.25	114.06999969482422	111.81999969482422	113.8499984741211	112.97000122070312	1675800	45.599998474121094	46.060001373291016	45.470001220703125	45.63999938964844	45.63999938964844	5071800	101.54000091552734	102.30999755859375	101.0	101.86000061035156	101.24019622802734	874000	117.7699966430664	119.41000366210938	117.29000091552734	118.76000213623047	117.91154479980469	652300	124.83999633789062	125.62000274658203	124.08999633789062	124.13999938964844	122.46826934814453	756100	57.709999084472656	58.09000015258789	57.66999816894531	57.959999084472656	56.383785247802734	3250900	34.459999084472656	34.66999816894531	34.279998779296875	34.4900016784668	33.18754577636719	2651200	112.62999725341797	114.02999877929688	112.61000061035156	113.76000213623047	112.8343734741211	1261600	165.5500030517578	167.0500030517578	164.97999572753906	165.97999572753906	163.5797576904297	2367800	18.670000076293945	18.780000686645508	18.040000915527344	18.15999984741211	18.15999984741211	2479500	30.059999465942383	30.350000381469727	29.979999542236328	30.149999618530273	30.149999618530273	2896600	90.45999908447266	90.87000274658203	89.95999908447266	90.4000015258789	87.4816665649414	2583300	274.9200134277344	277.20001220703125	273.3299865722656	273.3399963378906	267.591064453125	225700	213.00999450683594	214.17999267578125	212.1199951171875	214.0	207.8118896484375	1262100	326.17999267578125	330.5899963378906	325.2200012207031	327.5	326.86572265625	939100	230.77999877929688	235.75999450683594	228.80999755859375	233.22999572753906	233.22999572753906	734600	151.97999572753906	151.99000549316406	149.74000549316406	149.77999877929688	149.39784240722656	533900	256.4100036621094	258.8900146484375	255.91000366210938	257.7300109863281	257.7300109863281	445900	146.8300018310547	148.57000732421875	146.4600067138672	147.67999267578125	144.23695373535156	2153200	132.4199981689453	133.83999633789062	132.4199981689453	132.7100067138672	130.62709045410156	265100	91.43000030517578	93.47000122070312	90.95999908447266	93.08999633789062	92.85383605957031	2295700	332.3999938964844	334.0299987792969	329.6000061035156	331.3699951171875	329.41009521484375	8239200	69.87999725341797	69.87999725341797	68.94000244140625	69.2300033569336	68.61087799072266	1699200	40.66999816894531	40.790000915527344	40.349998474121094	40.599998474121094	40.48232650756836	970000	92.80999755859375	93.05000305175781	90.52999877929688	90.86000061035156	89.93780517578125	2696200	157.3000030517578	157.74000549316406	156.27000427246094	156.2899932861328	155.90859985351562	2788100	44.5099983215332	44.77000045776367	44.5099983215332	44.59000015258789	43.919532775878906	2016700	60.40999984741211	60.86000061035156	60.220001220703125	60.72999954223633	60.089149475097656	2912100	77.11000061035156	77.7699966430664	76.83999633789062	77.51000213623047	75.72314453125	2554300	157.07000732421875	159.25	156.82000732421875	157.60000610351562	157.60000610351562	1182100	99.98999786376953	101.08000183105469	99.80999755859375	99.87000274658203	98.7506103515625	1058400	48.279998779296875	48.279998779296875	47.189998626708984	47.349998474121094	46.665340423583984	2245600	67.06999969482422	67.63999938964844	66.37999725341797	67.13999938964844	66.62745666503906	781300	13.800000190734863	13.819999694824219	13.020000457763672	13.279999732971191	13.217594146728516	15588600	35.880001068115234	36.63999938964844	35.61000061035156	36.459999084472656	35.75366973876953	3219700	14.420000076293945	14.59000015258789	14.399999618530273	14.529999732971191	13.849026679992676	9332700	284.1400146484375	287.69000244140625	281.0	286.0	286.0	602600	63.70000076293945	64.05999755859375	63.369998931884766	63.81999969482422	63.81999969482422	3026800	20.649999618530273	20.81999969482422	20.3700008392334	20.489999771118164	20.067190170288086	4332300	133.75999450683594	135.27000427246094	133.24000549316406	133.2899932861328	132.6966094970703	1766700	324.989990234375	328.239990234375	324.3399963378906	327.6499938964844	327.5888977050781	335800	178.25999450683594	179.4600067138672	177.39999389648438	178.74000549316406	176.27426147460938	1168400	36.06999969482422	36.529998779296875	35.68000030517578	35.75	34.34188461303711	1131700	25.020000457763672	25.270000457763672	24.729999542236328	24.770000457763672	24.023046493530273	5871700	361.7799987792969	366.0	359.3900146484375	364.8699951171875	363.7959899902344	453300	16.3700008392334	16.579999923706055	16.350000381469727	16.450000762939453	15.858572959899902	7741800	276.2799987792969	279.1600036621094	273.92999267578125	276.9599914550781	274.7733459472656	506500	338.1099853515625	343.1099853515625	338.1099853515625	341.4100036621094	336.59075927734375	321200	14.930000305175781	15.109999656677246	14.930000305175781	14.970000267028809	14.729744911193848	528100	61.79999923706055	62.5099983215332	61.65999984741211	62.18000030517578	59.77288055419922	767700	71.16999816894531	72.25	70.93000030517578	71.69000244140625	71.69000244140625	1391700	49.29999923706055	50.02000045776367	49.220001220703125	49.58000183105469	47.977210998535156	936900	291.19000244140625	292.20001220703125	288.8800048828125	290.55999755859375	288.71630859375	543000	129.33999633789062	130.57000732421875	129.05999755859375	129.75999450683594	126.95648193359375	3546900	115.91999816894531	116.58999633789062	115.31999969482422	116.37999725341797	114.7581787109375	848400	100.33000183105469	100.72000122070312	98.8499984741211	100.44999694824219	99.41805267333984	1433500	102.15670776367188	102.66873168945312	101.69898986816406	101.81536102294922	100.3055648803711	1303300	144.91000366210938	146.05999755859375	144.02999877929688	145.39999389648438	140.372802734375	1397600	11.989999771118164	12.050000190734863	11.869999885559082	11.9399995803833	11.910297393798828	55402500	281.92999267578125	286.80999755859375	281.1300048828125	285.010009765625	283.214599609375	1004500	nan	nan	nan	nan	nan	nan	41.720001220703125	42.08000183105469	41.369998931884766	41.7400016784668	40.66602325439453	3156400	39.33000183105469	39.54999923706055	39.290000915527344	39.369998931884766	37.52662658691406	40518000	122.19000244140625	123.43000030517578	122.0	122.51000213623047	120.22098541259766	5385100	128.22000122070312	129.1199951171875	127.08000183105469	127.61000061035156	127.61000061035156	594400	124.86000061035156	126.22000122070312	124.02999877929688	125.36000061035156	123.5832290649414	486200	128.7899932861328	128.99000549316406	128.2100067138672	128.47999572753906	124.73611450195312	716100	292.9100036621094	299.1400146484375	292.1199951171875	297.0199890136719	297.0199890136719	1058200	47.41999816894531	47.810001373291016	47.189998626708984	47.2599983215332	46.53336715698242	1119100	45.470001220703125	45.83000183105469	45.16999816894531	45.43000030517578	44.768402099609375	941000	14.569999694824219	14.65999984741211	14.210000038146973	14.390000343322754	13.849775314331055	6069900	32.5099983215332	33.209999084472656	32.040000915527344	32.72999954223633	32.32426071166992	13506200	155.5800018310547	159.35000610351562	155.5800018310547	158.75999450683594	157.59884643554688	1962400	111.63999938964844	112.3499984741211	111.20999908447266	111.23999786376953	109.77027130126953	1327300	203.22999572753906	206.6300048828125	201.22000122070312	204.14999389648438	204.14999389648438	705200	61.72999954223633	62.38999938964844	61.72999954223633	61.91999816894531	61.691986083984375	3658100	118.08000183105469	120.87000274658203	117.58999633789062	119.54000091552734	118.20206451416016	2139000	35.220001220703125	35.654998779296875	35.20000076293945	35.45000076293945	34.494544982910156	4736700	100.47000122070312	102.9800033569336	100.33999633789062	102.1500015258789	100.67216491699219	1521500	70.5999984741211	71.5	69.61000061035156	71.18000030517578	70.1865234375	2029500	85.61000061035156	86.98999786376953	85.54000091552734	86.7300033569336	86.03148651123047	3576600	165.30999755859375	166.27000427246094	163.61000061035156	164.80999755859375	164.80999755859375	688700	49.959999084472656	50.040000915527344	49.15999984741211	49.41999816894531	48.825809478759766	1111300	176.5	178.66000366210938	175.52000427246094	176.6699981689453	174.20645141601562	883500	21.219999313354492	21.450000762939453	20.719999313354492	21.219999313354492	21.219999313354492	6933300	142.66000366210938	145.4199981689453	142.27000427246094	145.0800018310547	144.85374450683594	828000	241.6699981689453	242.9499969482422	241.0	241.1999969482422	237.43496704101562	1484000	57.150001525878906	57.709999084472656	57.06999969482422	57.5099983215332	57.21188735961914	1001500	39.4900016784668	40.01499938964844	39.459999084472656	39.7599983215332	38.062129974365234	5653800	70.11000061035156	70.29000091552734	69.16999816894531	69.2300033569336	65.65675354003906	15137700	151.60000610351562	152.00999450683594	150.4199981689453	150.9499969482422	149.87953186035156	839000	590.9199829101562	590.9199829101562	583.719970703125	585.6300048828125	585.6300048828125	409100	32.540000915527344	32.689998626708984	31.84000015258789	31.8700008392334	31.29166030883789	4944200	29.959999084472656	30.15999984741211	29.809999465942383	29.920000076293945	29.025117874145508	4795400	375.05999755859375	376.3800048828125	363.67999267578125	364.29998779296875	362.801513671875	383100	87.94000244140625	89.3499984741211	87.77999877929688	88.87999725341797	87.49458312988281	7296300	204.0	205.4499969482422	203.52999877929688	204.3300018310547	201.88916015625	2271300	70.91999816894531	71.0	68.02999877929688	68.5199966430664	67.25733947753906	2377000	53.849998474121094	54.36000061035156	53.630001068115234	53.68000030517578	52.50513458251953	2130200	149.3300018310547	150.47999572753906	149.00999450683594	149.89999389648438	147.07862854003906	1255000	35.41999816894531	35.599998474121094	35.279998779296875	35.380001068115234	33.93498992919922	5247100	24.84000015258789	24.989999771118164	23.989999771118164	24.110000610351562	23.994972229003906	2802900	128.41000366210938	129.39999389648438	127.83000183105469	128.41000366210938	126.52432250976562	1313000	108.13999938964844	110.04000091552734	107.88999938964844	109.20999908447266	109.04267120361328	2741600	80.08999633789062	80.31999969482422	78.4000015258789	78.5999984741211	78.17151641845703	1536000	90.0199966430664	92.19000244140625	90.0199966430664	91.70999908447266	90.85299682617188	1449500	27.68000030517578	27.899999618530273	27.600000381469727	27.65999984741211	27.019149780273438	4566500	51.11000061035156	52.25	51.11000061035156	51.709999084472656	49.98930740356445	4832100	42.20000076293945	42.369998931884766	41.43000030517578	41.869998931884766	40.909305572509766	8,139,300.0	59.66999816894531	60.099998474121094	59.630001068115234	59.709999084472656	57.81694412231445	15926500	146.57000732421875	147.05999755859375	145.91000366210938	146.0	146.0	609400	23.899999618530273	23.93000030517578	23.520000457763672	23.530000686645508	22.058910369873047	7396400	226.02999877929688	227.83999633789062	225.8699951171875	225.99000549316406	225.99000549316406	3780300	79.91999816894531	80.44999694824219	79.63999938964844	80.0	78.43302154541016	2388900	108.18000030517578	110.0	107.77999877929688	109.48999786376953	109.48999786376953	2651600	1,898.0400390625	1,911.0	1,886.43994140625	1,891.969970703125	1,891.969970703125	3508000	66.16999816894531	66.3499984741211	65.62000274658203	65.91999816894531	63.191715240478516	960100	145.1300048828125	147.6199951171875	144.72000122070312	146.72999572753906	146.1439971923828	1412800	177.6699981689453	179.10000610351562	176.72999572753906	177.75999450683594	174.52223205566406	2545500	144.8699951171875	145.97999572753906	143.6999969482422	144.9600067138672	142.1040802001953	6605800	50.959999084472656	51.790000915527344	50.900001525878906	51.56999969482422	50.435550689697266	6185200	507.7699890136719	510.1400146484375	502.239990234375	507.1000061035156	496.9610595703125	726500	115.75	116.81999969482422	115.5199966430664	116.08999633789062	115.4694595336914	979900	77.05999755859375	77.30000305175781	76.4000015258789	77.01000213623047	76.77344512939453	2287200	67.80000305175781	68.58999633789062	67.73999786376953	68.16999816894531	67.77684783935547	574500	110.5999984741211	110.76000213623047	108.83000183105469	109.29000091552734	108.10079956054688	2403100	268.69000244140625	272.7799987792969	266.30999755859375	268.9599914550781	264.57757568359375	1055000	72.91999816894531	73.95999908447266	72.87000274658203	73.19000244140625	73.0013656616211	4073700	148.35000610351562	149.92999267578125	147.44000244140625	149.58999633789062	148.90863037109375	908800	140.32000732421875	142.4600067138672	140.16000366210938	141.3699951171875	140.16098022460938	674100	143.22999572753906	144.85000610351562	140.0399932861328	144.0500030517578	144.0500030517578	520700	83.88999938964844	84.95999908447266	83.62000274658203	84.52999877929688	82.93307495117188	2945900	138.0	140.74000549316406	137.35000610351562	140.55999755859375	139.421875	845600	111.70999908447266	111.70999908447266	110.66000366210938	110.73999786376953	108.93844604492188	905100	267.8900146484375	274.6499938964844	266.1099853515625	271.67999267578125	271.67999267578125	717500	99.36000061035156	100.0	98.51000213623047	99.18000030517578	97.9601821899414	2172900	122.25	123.54000091552734	121.8499984741211	122.6500015258789	121.5233154296875	938700	79.66000366210938	80.36000061035156	79.19000244140625	79.7699966430664	78.9527359008789	1083200	93.80000305175781	95.36000061035156	93.44000244140625	93.98999786376953	89.64888000488281	3611400	147.1699981689453	150.24000549316406	147.1699981689453	149.39999389648438	145.40524291992188	540100	249.82000732421875	254.1199951171875	249.1300048828125	252.77999877929688	252.77999877929688	502000	187.5	188.8300018310547	186.19000244140625	187.5399932861328	186.18887329101562	1185900	63.09000015258789	64.58999633789062	62.709999084472656	64.37000274658203	64.37000274658203	3969500	98.83999633789062	99.73999786376953	97.26000213623047	98.58999633789062	98.37135314941406	597600	98.0	98.18000030517578	96.80999755859375	97.04000091552734	95.02445983886719	2980000	204.85000610351562	207.7899932861328	204.6300048828125	206.97999572753906	206.97999572753906	673800	154.47999572753906	156.22999572753906	153.9600067138672	155.63999938964844	154.87454223632812	773100	136.35000610351562	138.05999755859375	135.92999267578125	137.2899932861328	134.34481811523438	1741300	102.9000015258789	103.87000274658203	102.81999969482422	103.0999984741211	100.53839111328125	884500	94.66000366210938	94.9000015258789	93.4800033569336	93.5999984741211	92.68456268310547	3013700	13.130000114440918	13.3100004196167	12.979999542236328	13.180000305175781	13.131293296813965	17484700	140.83999633789062	143.77000427246094	140.2899932861328	142.75	141.56210327148438	1176200	76.62999725341797	77.69000244140625	76.62999725341797	77.20999908447266	76.69109344482422	1967500	47.470001220703125	48.0	47.38999938964844	47.90999984741211	47.23113250732422	10887000	45.68000030517578	46.18000030517578	45.630001068115234	46.0099983215332	44.72317123413086	6139500	158.92999267578125	160.8000030517578	157.9499969482422	160.08999633789062	158.82656860351562	27746500	91.94999694824219	91.94999694824219	89.79000091552734	89.79000091552734	89.79000091552734	5911500	178.3800048828125	180.72999572753906	174.2899932861328	178.69000244140625	178.69000244140625	1122400	60.060001373291016	60.83000183105469	59.939998626708984	60.2599983215332	58.922019958496094	1656100	21.270000457763672	21.360000610351562	21.139999389648438	21.15999984741211	20.174442291259766	10651500	106.12000274658203	106.95999908447266	105.80999755859375	106.79000091552734	103.99384307861328	1099900	115.30999755859375	116.88999938964844	115.25	116.5	115.02031707763672	5482800	76.1500015258789	76.83000183105469	75.68000030517578	75.73999786376953	74.00384521484375	1886200	73.47000122070312	73.83000183105469	73.06999969482422	73.37999725341797	72.61966705322266	2870900	251.27999877929688	253.47999572753906	247.25	247.63999938964844	247.63999938964844	689600	53.75	54.75	53.4900016784668	53.5	53.01410675048828	5279600	17.540000915527344	17.790000915527344	17.510000228881836	17.639999389648438	17.327234268188477	8460600	12.699999809265137	13.020000457763672	12.699999809265137	12.979999542236328	12.135351181030273	20760300	76.80999755859375	76.80999755859375	76.19000244140625	76.30000305175781	74.8786392211914	1034700	417.05999755859375	418.17999267578125	409.7200012207031	411.0299987792969	403.54150390625	1708100	237.82000732421875	241.05999755859375	237.4600067138672	240.02999877929688	238.89520263671875	547800	74.27999877929688	74.63999938964844	73.91999816894531	74.5199966430664	72.28453826904297	1853500	120.30999755859375	121.45999908447266	119.69000244140625	120.66000366210938	118.74569702148438	2036500	202.77999877929688	206.8000030517578	200.52000427246094	205.3800048828125	202.36138916015625	671100	33.220001220703125	33.34000015258789	32.9900016784668	33.220001220703125	33.00580978393555	1330100	61.380001068115234	61.79999923706055	60.86000061035156	61.5	60.41074752807617	6361700	268.0	274.7699890136719	266.79998779296875	272.8800048828125	271.29901123046875	1373900	54.619998931884766	55.470001220703125	54.08000183105469	55.02000045776367	54.3942756652832	1979000	26.75	26.889999389648438	26.450000762939453	26.610000610351562	15.11100959777832	7925900	294.55999755859375	297.69000244140625	293.239990234375	295.6499938964844	295.6499938964844	1740800	180.1999969482422	181.94000244140625	179.60000610351562	180.47999572753906	176.68746948242188	1226400	65.83999633789062	67.12999725341797	65.69000244140625	66.79000091552734	66.10834503173828	1130700	50.08000183105469	50.54999923706055	49.08000183105469	49.380001068115234	47.616249084472656	3723700	312.9800109863281	313.489990234375	308.4100036621094	308.739990234375	300.48406982421875	3197900	88.20999908447266	89.37000274658203	87.86000061035156	88.6500015258789	86.80174255371094	2047000	35.709999084472656	36.08000183105469	35.56999969482422	35.599998474121094	35.20515060424805	6072600	36.11000061035156	36.630001068115234	35.93000030517578	36.20000076293945	35.50336837768555	3795900	119.11000061035156	120.08999633789062	118.94999694824219	119.1500015258789	118.78419494628906	1565200	45.11000061035156	45.22999954223633	44.380001068115234	44.61000061035156	43.46134948730469	3346400	43.2599983215332	43.38999938964844	41.959999084472656	42.08000183105469	41.62330627441406	9455300	117.83999633789062	118.94999694824219	117.23999786376953	118.70999908447266	115.89903259277344	2553900	239.75999450683594	242.0399932861328	238.14999389648438	240.3800048828125	240.05490112304688	6927700	104.93000030517578	106.0	104.12999725341797	105.72000122070312	103.11383056640625	691700	213.0	216.24000549316406	212.61000061035156	215.22000122070312	215.22000122070312	13475000	119.55000305175781	121.19000244140625	119.2300033569336	120.48999786376953	119.04385375976562	1096700	89.94999694824219	91.73999786376953	89.69000244140625	91.55000305175781	90.5316390991211	1009100	135.52000427246094	135.82000732421875	133.7100067138672	134.49000549316406	131.59019470214844	628600	64.05000305175781	64.61000061035156	63.86000061035156	63.86000061035156	62.85622024536133	18527000	58.900001525878906	59.900001525878906	58.4900016784668	59.369998931884766	57.67776107788086	2541200	46.970001220703125	47.790000915527344	46.810001373291016	47.52000045776367	46.70576477050781	25175900	138.7899932861328	140.75	138.57000732421875	140.22000122070312	139.17547607421875	3206700	499.0	509.989990234375	498.54998779296875	500.7699890136719	500.7699890136719	1063200	85.95999908447266	86.47000122070312	85.19999694824219	85.91999816894531	85.5223159790039	1847600	63.47999954223633	63.810001373291016	63.18000030517578	63.47999954223633	61.89142608642578	2016500	19.81999969482422	19.8799991607666	19.649999618530273	19.75	19.021699905395508	3382900	116.55999755859375	117.69000244140625	116.55999755859375	116.80000305175781	116.80000305175781	3323100	62.22999954223633	63.380001068115234	61.97999954223633	63.13999938964844	61.6982421875	1801500	188.22000122070312	190.5	187.02999877929688	189.9499969482422	189.9499969482422	1314800	86.9000015258789	88.44999694824219	86.30000305175781	87.30000305175781	87.30000305175781	4152500	105.98999786376953	106.41000366210938	105.1500015258789	106.18000030517578	103.3383560180664	791200	212.75	214.88999938964844	210.41000366210938	211.2899932861328	208.4604949951172	1683300	221.0	230.17999267578125	217.57000732421875	226.35000610351562	226.35000610351562	682500	178.0	181.5	177.64999389648438	180.6300048828125	175.65211486816406	2758300	116.30000305175781	116.7300033569336	115.68000030517578	116.16000366210938	114.67037200927734	5875800	52.380001068115234	52.810001373291016	52.290000915527344	52.290000915527344	52.290000915527344	1928600

yahooquery¶

In [9]:

%%time
tickers = Ticker(sp500, asynchronous=True)
yq_data = tickers.history(period='ytd', interval='1d')

%%time tickers = Ticker(sp500, asynchronous=True) yq_data = tickers.history(period='ytd', interval='1d')

Wall time: 22.1 s

In [10]:

type(yq_data)
yq_data.shape
yq_data.head()

type(yq_data) yq_data.shape yq_data.head()

Out[10]:

pandas.core.frame.DataFrame

Out[10]:

(91280, 8)

Out[10]:

		open	low	volume	high	close	adjclose	dividends	splits
symbol	date
MMM	2020-01-02	177.67999267578125	177.13999938964844	3,601,700.0	180.00999450683594	180.0	175.0394744873047	0.0	0.0
	2020-01-03	177.02000427246094	175.6300048828125	2,466,900.0	178.66000366210938	178.4499969482422	173.5321807861328	0.0	0.0
	2020-01-06	177.14999389648438	176.35000610351562	1,998,000.0	178.7100067138672	178.6199951171875	173.69749450683594	0.0	0.0
	2020-01-07	178.27999877929688	176.82000732421875	2,173,000.0	178.50999450683594	177.89999389648438	172.99732971191406	0.0	0.0
	2020-01-08	178.0	177.64999389648438	2,758,300.0	181.5	180.6300048828125	175.65211486816406	0.0	0.0

Option Chain¶

yfinance¶

In [11]:

%%time
dataframes = []
for option in YF_aapl.options:
    options = YF_aapl.option_chain(option)
    calls = options[0]
    calls['optionType'] = 'calls'
    puts = options[1]
    puts['optionType'] = 'puts'
    dataframes.append(pd.concat([calls, puts]))
yf_option_chain = pd.concat(dataframes)

%%time dataframes = [] for option in YF_aapl.options: options = YF_aapl.option_chain(option) calls = options[0] calls['optionType'] = 'calls' puts = options[1] puts['optionType'] = 'puts' dataframes.append(pd.concat([calls, puts])) yf_option_chain = pd.concat(dataframes)

Wall time: 4.53 s

In [12]:

yf_option_chain

yf_option_chain

Out[12]:

	contractSymbol	lastTradeDate	strike	lastPrice	bid	ask	change	percentChange	volume	openInterest	impliedVolatility	inTheMoney	contractSize	currency	optionType
0	AAPL200925C00057500	2020-09-18 16:45:29	57.5	49.65	0.0	0.0	0.0	0.0	22.0	0.0	1.0000000000000003e-05	True	REGULAR	USD	calls
1	AAPL200925C00058750	2020-09-21 04:11:42	58.75	50.75	nan	nan	0.0	0.0	nan	nan	0.0	True	REGULAR	USD	calls
2	AAPL200925C00060000	2020-09-16 16:24:35	60.0	47.25	0.0	0.0	0.0	0.0	1.0	0.0	1.0000000000000003e-05	True	REGULAR	USD	calls
3	AAPL200925C00061250	2020-09-11 17:22:11	61.25	49.3	0.0	0.0	0.0	0.0	2.0	0.0	1.0000000000000003e-05	True	REGULAR	USD	calls
4	AAPL200925C00062500	2020-09-18 16:40:11	62.5	44.6	0.0	0.0	0.0	0.0	5.0	0.0	1.0000000000000003e-05	True	REGULAR	USD	calls
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
18	AAPL230120P00140000	2020-09-21 04:01:39	140.0	42.0	0.0	0.0	0.0	0.0	nan	1.0	1.0000000000000003e-05	True	REGULAR	USD	puts
19	AAPL230120P00150000	2020-09-21 04:01:39	150.0	55.1	0.0	0.0	0.0	0.0	nan	41.0	1.0000000000000003e-05	True	REGULAR	USD	puts
20	AAPL230120P00155000	2020-09-21 04:01:39	155.0	57.6	0.0	0.0	0.0	0.0	nan	62.0	1.0000000000000003e-05	True	REGULAR	USD	puts
21	AAPL230120P00160000	2020-09-21 04:01:39	160.0	59.2	0.0	0.0	0.0	0.0	nan	2.0	1.0000000000000003e-05	True	REGULAR	USD	puts
22	AAPL230120P00200000	2020-09-21 04:01:39	200.0	97.8	0.0	0.0	0.0	0.0	nan	6.0	1.0000000000000003e-05	True	REGULAR	USD	puts

4135 rows × 15 columns

yahooquery¶

In [13]:

%%time
yq_option_chain = YQ_aapl.option_chain

%%time yq_option_chain = YQ_aapl.option_chain

Wall time: 1.57 s

In [14]:

yq_option_chain

yq_option_chain

Out[14]:

			contractSymbol	strike	currency	lastPrice	change	percentChange	volume	openInterest	bid	ask	contractSize	lastTradeDate	impliedVolatility	inTheMoney
symbol	expiration	optionType
aapl	2020-09-25	calls	AAPL200925C00057500	57.5	USD	49.65	0.0	0.0	22.0	0.0	0.0	0.0	REGULAR	2020-09-18 16:45:29	1.0000000000000003e-05	True
		calls	AAPL200925C00058750	58.75	USD	50.75	0.0	0.0	0.0	0.0	0.0	0.0	REGULAR	2020-09-21 04:11:42	0.0	True
		calls	AAPL200925C00060000	60.0	USD	47.25	0.0	0.0	1.0	0.0	0.0	0.0	REGULAR	2020-09-16 16:24:35	1.0000000000000003e-05	True
		calls	AAPL200925C00061250	61.25	USD	49.3	0.0	0.0	2.0	0.0	0.0	0.0	REGULAR	2020-09-11 17:22:11	1.0000000000000003e-05	True
		calls	AAPL200925C00062500	62.5	USD	44.6	0.0	0.0	5.0	0.0	0.0	0.0	REGULAR	2020-09-18 16:40:11	1.0000000000000003e-05	True
	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
	2023-01-20	puts	AAPL230120P00140000	140.0	USD	42.0	0.0	0.0	0.0	1.0	0.0	0.0	REGULAR	2020-09-21 04:01:39	1.0000000000000003e-05	True
		puts	AAPL230120P00150000	150.0	USD	55.1	0.0	0.0	0.0	41.0	0.0	0.0	REGULAR	2020-09-21 04:01:39	1.0000000000000003e-05	True
		puts	AAPL230120P00155000	155.0	USD	57.6	0.0	0.0	0.0	62.0	0.0	0.0	REGULAR	2020-09-21 04:01:39	1.0000000000000003e-05	True
		puts	AAPL230120P00160000	160.0	USD	59.2	0.0	0.0	0.0	2.0	0.0	0.0	REGULAR	2020-09-21 04:01:39	1.0000000000000003e-05	True
		puts	AAPL230120P00200000	200.0	USD	97.8	0.0	0.0	0.0	6.0	0.0	0.0	REGULAR	2020-09-21 04:01:39	1.0000000000000003e-05	True

4135 rows × 14 columns

Retrieving all option expiration dates is a simple one-liner in yahooquery (and faster)!

Multiple Symbols¶

In [15]:

symbols = 'FB AAPL AMZN NFLX GOOG'

symbols = 'FB AAPL AMZN NFLX GOOG'

yfinance¶

In [16]:

%%time
attrs = [
    'info', 'financials', 'quarterly_financials', 'major_holders',
    'institutional_holders', 'balance_sheet', 'quarterly_balance_sheet',
    'cashflow', 'quarterly_cashflow', 'earnings', 'quarterly_earnings',
    'sustainability', 'recommendations', 'calendar'
]
yf_d = {}
tickers = yf.Tickers(symbols)
for symbol in symbols.split(" "):
    ticker = getattr(tickers.tickers, symbol)
    yf_d[symbol] = {}
    for attr in attrs:
        yf_d[symbol][attr] = getattr(ticker, attr)

%%time attrs = [ 'info', 'financials', 'quarterly_financials', 'major_holders', 'institutional_holders', 'balance_sheet', 'quarterly_balance_sheet', 'cashflow', 'quarterly_cashflow', 'earnings', 'quarterly_earnings', 'sustainability', 'recommendations', 'calendar' ] yf_d = {} tickers = yf.Tickers(symbols) for symbol in symbols.split(" "): ticker = getattr(tickers.tickers, symbol) yf_d[symbol] = {} for attr in attrs: yf_d[symbol][attr] = getattr(ticker, attr)

Wall time: 13.6 s

In [17]:

yf_d.keys()
yf_d['FB'].keys()

yf_d.keys() yf_d['FB'].keys()

Out[17]:

dict_keys(['FB', 'AAPL', 'AMZN', 'NFLX', 'GOOG'])

Out[17]:

dict_keys(['info', 'financials', 'quarterly_financials', 'major_holders', 'institutional_holders', 'balance_sheet', 'quarterly_balance_sheet', 'cashflow', 'quarterly_cashflow', 'earnings', 'quarterly_earnings', 'sustainability', 'recommendations', 'calendar'])

yahooquery¶

In [18]:

%%time
tickers = Ticker(symbols, asynchronous=True)
data = tickers.all_modules

%%time tickers = Ticker(symbols, asynchronous=True) data = tickers.all_modules

Wall time: 371 ms

In [20]:

data['FB'].keys()

data['FB'].keys()

Out[20]:

dict_keys(['assetProfile', 'recommendationTrend', 'cashflowStatementHistory', 'indexTrend', 'defaultKeyStatistics', 'industryTrend', 'quoteType', 'incomeStatementHistory', 'fundOwnership', 'summaryDetail', 'insiderHolders', 'calendarEvents', 'upgradeDowngradeHistory', 'price', 'balanceSheetHistory', 'earningsTrend', 'secFilings', 'institutionOwnership', 'majorHoldersBreakdown', 'balanceSheetHistoryQuarterly', 'earningsHistory', 'esgScores', 'summaryProfile', 'netSharePurchaseActivity', 'insiderTransactions', 'sectorTrend', 'incomeStatementHistoryQuarterly', 'cashflowStatementHistoryQuarterly', 'earnings', 'pageViews', 'financialData'])

Again, retrieving data, this time with multiple symbols, is faster and simpler!