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tsmom

Momentum between times

Syntax

mom = tsmom(data, nTimes)
momts = tsmom(tsobj, nTimes)

Arguments

data

Data series. Column-oriented vector or matrix.

nTimes

(Optional) Number of times. Default = 12.

tsobj

Financial time series object.

Description

Momentum is the difference between two prices (data points) separated by a number of times.

mom = tsmom(data, nTimes) calculates the momentum of a data series data. If nTimes is specified, tsmom uses that value instead of the default 12.

momts = tsmom(tsobj, nTimes) calculates the momentum of all data series in the financial time series object tsobj. Each data series in tsobj is treated individually. momts is a financial time series object with similar dates and data series names as tsobj. If nTimes is specified, tsmom uses that value instead of the default 12.

Note, to compute a quantity over n periods, you must specify n+1 for nTimes. If you specify nTimes = 0, the function returns your original time series.

Examples

expand all

Calculate the Momentum of a Data Series

This example shows how to calculate the momentum of a data series for Disney stock and plot the results.

load disney.mat
dis = rmfield(dis,'VOLUME') % remove VOLUME field
dis_Mom = tsmom(dis);
plot(dis_Mom)
title('Momentum for Disney')
 
dis = 
 
    desc:  Walt Disney Company (DIS)					
    freq:  Unknown (0)

  Columns 1 through 4

    'dates:  (782)'    'OPEN:  (782)'    'HIGH:  (782)'    'LOW:  (782)'
    '29-Mar-1996'      [     21.1938]    [     21.6250]    [    21.2920]
    '01-Apr-1996'      [     21.1120]    [     21.6250]    [    21.4170]
    '02-Apr-1996'      [     21.3165]    [     21.8750]    [    21.6670]
    '03-Apr-1996'      [     21.4802]    [     21.8750]    [    21.7500]
    '04-Apr-1996'      [     21.4393]    [     21.8750]    [    21.5000]
    '05-Apr-1996'      [         NaN]    [         NaN]    [        NaN]
    '08-Apr-1996'      [     20.9483]    [     21.6670]    [    21.2080]
    '09-Apr-1996'      [     21.1529]    [     21.5420]    [    21.2080]
    '10-Apr-1996'      [     20.7387]    [     21.1670]    [    20.2500]
    '11-Apr-1996'      [     20.0829]    [     20.5000]    [    20.0420]
    '12-Apr-1996'      [     19.9189]    [     20.5830]    [    20.0830]
    '15-Apr-1996'      [     20.2878]    [     20.7920]    [    20.3750]
    '16-Apr-1996'      [     20.3698]    [     20.9170]    [    20.1670]
    '17-Apr-1996'      [     20.4927]    [     20.9170]    [    20.7080]
    '18-Apr-1996'      [     20.4927]    [     21.0420]    [    20.7920]
    '19-Apr-1996'      [     20.6977]    [     21.1670]    [    20.9170]
    '22-Apr-1996'      [     20.8206]    [     21.2080]    [    20.7080]
    '23-Apr-1996'      [     20.5337]    [     20.8750]    [    20.4170]
    '24-Apr-1996'      [     20.2058]    [     20.5420]    [    19.9170]
    '25-Apr-1996'      [     19.9599]    [     20.5830]    [    20.2080]
    '26-Apr-1996'      [     20.2468]    [     20.9170]    [    20.5000]
    '29-Apr-1996'      [     20.2468]    [     20.7080]    [    20.5420]
    '30-Apr-1996'      [     20.3698]    [     20.7080]    [    20.5420]
    '01-May-1996'      [     20.2058]    [     20.5830]    [    20.1670]
    '02-May-1996'      [     19.8780]    [     20.2500]    [    19.8750]
    '03-May-1996'      [     19.9189]    [     20.2500]    [    19.5000]
    '06-May-1996'      [     19.4681]    [     20.0830]    [    19.5420]
    '07-May-1996'      [     19.6730]    [          20]    [    19.7500]
    '08-May-1996'      [     19.2632]    [     19.7080]    [    19.2920]
    '09-May-1996'      [     19.4271]    [     19.8330]    [    19.2920]
    '10-May-1996'      [     19.3452]    [     19.8750]    [    19.4580]
    '13-May-1996'      [     19.5911]    [     20.2920]    [    19.8330]
    '14-May-1996'      [     20.0829]    [     20.4170]    [    20.2080]
    '15-May-1996'      [     20.0419]    [     20.4580]    [         20]
    '16-May-1996'      [     19.6730]    [     20.3750]    [    19.9580]
    '17-May-1996'      [     20.0009]    [     20.5420]    [    20.3330]
    '20-May-1996'      [     20.2058]    [     20.6670]    [    20.3750]
    '21-May-1996'      [     20.4518]    [     20.8330]    [    20.3750]
    '22-May-1996'      [     20.6157]    [     20.9580]    [    20.7920]
    '23-May-1996'      [     20.6157]    [     21.0830]    [    20.6250]
    '24-May-1996'      [     20.5337]    [     20.9580]    [    20.7080]
    '27-May-1996'      [         NaN]    [         NaN]    [        NaN]
    '28-May-1996'      [     20.6157]    [          21]    [    20.5420]
    '29-May-1996'      [     20.3698]    [     20.7080]    [    20.1670]
    '30-May-1996'      [     19.9189]    [     20.4580]    [    20.0830]
    '31-May-1996'      [     20.1649]    [     20.5830]    [    20.2080]
    '03-Jun-1996'      [     19.8370]    [     20.2500]    [    20.0830]
    '04-Jun-1996'      [     19.8370]    [     20.1670]    [    19.8750]
    '05-Jun-1996'      [     19.6730]    [     20.2080]    [    19.8330]
    '06-Jun-1996'      [     20.4518]    [     21.2500]    [    20.5830]
    '07-Jun-1996'      [     20.2878]    [     21.0830]    [    20.4170]
    '10-Jun-1996'      [     20.7796]    [     21.1250]    [    20.7920]
    '11-Jun-1996'      [     20.4927]    [     20.9580]    [    20.7080]
    '12-Jun-1996'      [     20.4518]    [     20.9580]    [    20.7080]
    '13-Jun-1996'      [     20.4518]    [     20.8330]    [    20.5830]
    '14-Jun-1996'      [     20.2058]    [     20.5830]    [    20.2920]
    '17-Jun-1996'      [     20.2468]    [     20.7080]    [    20.4580]
    '18-Jun-1996'      [     20.2468]    [     20.7080]    [    20.2920]
    '19-Jun-1996'      [     20.0419]    [     20.4580]    [    20.2920]
    '20-Jun-1996'      [     20.1649]    [     20.6250]    [    20.2920]
    '21-Jun-1996'      [     20.3288]    [     21.0420]    [    20.5000]
    '24-Jun-1996'      [     20.6157]    [     20.9580]    [    20.7080]
    '25-Jun-1996'      [     20.4927]    [     21.1250]    [    20.8330]
    '26-Jun-1996'      [     20.5747]    [     20.9580]    [    20.6250]
    '27-Jun-1996'      [     20.4927]    [     21.0830]    [    20.7920]
    '28-Jun-1996'      [     20.8206]    [     21.2500]    [    20.8750]
    '01-Jul-1996'      [     20.5337]    [     20.9170]    [    20.6250]
    '02-Jul-1996'      [     20.4518]    [     20.7920]    [    20.3750]
    '03-Jul-1996'      [     20.1239]    [     20.4580]    [         20]
    '04-Jul-1996'      [         NaN]    [         NaN]    [        NaN]
    '05-Jul-1996'      [     19.7550]    [     20.1250]    [    19.7920]
    '08-Jul-1996'      [     19.4271]    [     20.0420]    [    19.5830]
    '09-Jul-1996'      [     19.3452]    [     19.7500]    [    19.1670]
    '10-Jul-1996'      [     19.0537]    [     19.4170]    [    19.0830]
    '11-Jul-1996'      [     19.0127]    [     19.3330]    [    18.6670]
    '12-Jul-1996'      [     18.4378]    [     19.1670]    [    18.7080]
    '15-Jul-1996'      [     19.0537]    [     19.3750]    [    18.2080]
    '16-Jul-1996'      [     18.0682]    [     18.7920]    [    17.9580]
    '17-Jul-1996'      [     18.8073]    [     19.1250]    [    18.6250]
    '18-Jul-1996'      [     18.6020]    [     19.1250]    [    18.7500]
    '19-Jul-1996'      [     18.8484]    [     19.2500]    [    18.8750]
    '22-Jul-1996'      [     18.7252]    [     19.0420]    [    18.6670]
    '23-Jul-1996'      [     18.4788]    [     18.7920]    [    18.4580]
    '24-Jul-1996'      [     17.9039]    [     18.4580]    [    18.0420]
    '25-Jul-1996'      [     17.9450]    [     18.3750]    [    18.0420]
    '26-Jul-1996'      [     17.8629]    [     18.2500]    [    17.8330]
    '29-Jul-1996'      [     17.6986]    [     18.2500]    [    17.7500]
    '30-Jul-1996'      [     17.5754]    [     18.4580]    [    17.7920]
    '31-Jul-1996'      [     18.0682]    [     18.6250]    [    18.2500]
    '01-Aug-1996'      [     18.3967]    [     19.2080]    [    18.6670]
    '02-Aug-1996'      [     19.3001]    [     19.5830]    [    19.2920]
    '05-Aug-1996'      [     19.1769]    [     19.5830]    [    19.3750]
    '06-Aug-1996'      [     19.2590]    [     19.7080]    [    19.4580]
    '07-Aug-1996'      [     19.3822]    [     19.6670]    [    19.3330]
    '08-Aug-1996'      [     19.1358]    [     19.4580]    [    19.1250]
    '09-Aug-1996'      [     18.8895]    [     19.1670]    [    18.9580]
    '12-Aug-1996'      [     18.8484]    [     19.5000]    [    18.8330]
    '13-Aug-1996'      [     19.2180]    [     19.5000]    [    19.2080]
    '14-Aug-1996'      [     19.0537]    [     19.3750]    [    19.2500]
    '15-Aug-1996'      [     19.0537]    [     19.6250]    [    19.1670]
    '16-Aug-1996'      [     19.0537]    [     19.3750]    [    19.2500]
    '19-Aug-1996'      [     19.2590]    [     19.5420]    [    19.2500]
    '20-Aug-1996'      [     19.0537]    [     19.3330]    [    19.0830]
    '21-Aug-1996'      [     18.8073]    [     19.3330]    [    18.9580]
    '22-Aug-1996'      [     19.0127]    [     19.5830]    [    19.2500]
    '23-Aug-1996'      [     19.0127]    [     19.5000]    [    19.1250]
    '26-Aug-1996'      [     19.2180]    [     19.7920]    [    19.4170]
    '27-Aug-1996'      [     19.5465]    [     19.9170]    [    19.5830]
    '28-Aug-1996'      [     19.3822]    [     19.6670]    [    19.3330]
    '29-Aug-1996'      [     19.0948]    [     19.4580]    [    18.9170]
    '30-Aug-1996'      [     18.9305]    [     19.2080]    [    18.7920]
    '02-Sep-1996'      [         NaN]    [         NaN]    [        NaN]
    '03-Sep-1996'      [     18.6020]    [          19]    [    18.7920]
    '04-Sep-1996'      [     18.6841]    [          19]    [    18.7920]
    '05-Sep-1996'      [     18.6020]    [     18.9580]    [    18.5420]
    '06-Sep-1996'      [     18.3967]    [     19.0830]    [    18.5420]
    '09-Sep-1996'      [     18.8484]    [     19.4170]    [    19.0420]
    '10-Sep-1996'      [     19.1358]    [     19.4170]    [    19.1250]
    '11-Sep-1996'      [     18.9716]    [     19.5420]    [    19.2080]
    '12-Sep-1996'      [     19.3822]    [     20.2080]    [    19.6250]
    '13-Sep-1996'      [     19.9982]    [     20.3750]    [    20.1250]
    '16-Sep-1996'      [     20.0803]    [     20.5830]    [    20.0830]
    '17-Sep-1996'      [     19.8339]    [     20.5000]    [    19.9580]
    '18-Sep-1996'      [     20.0803]    [     20.5000]    [    20.2500]
    '19-Sep-1996'      [     20.1214]    [     21.1670]    [    20.2920]
    '20-Sep-1996'      [     20.7373]    [     21.1250]    [    20.7920]
    '23-Sep-1996'      [     20.7373]    [     21.2080]    [    20.9580]
    '24-Sep-1996'      [     20.7784]    [     21.2500]    [    20.8750]
    '25-Sep-1996'      [     20.6552]    [     21.0420]    [    20.8750]
    '26-Sep-1996'      [     20.6142]    [     21.2080]    [    20.6250]
    '27-Sep-1996'      [     20.4088]    [          21]    [    20.5420]
    '30-Sep-1996'      [     20.6142]    [     21.2920]    [    20.9170]
    '01-Oct-1996'      [     20.8605]    [     21.2080]    [    20.8330]
    '02-Oct-1996'      [     20.5320]    [     21.1670]    [    20.8330]
    '03-Oct-1996'      [     20.8195]    [     21.1250]    [    20.9170]
    '04-Oct-1996'      [     20.9016]    [     21.5830]    [    21.1250]
    '07-Oct-1996'      [     21.0248]    [     21.4580]    [    21.2920]
    '08-Oct-1996'      [     20.9427]    [     21.4580]    [    21.1670]
    '09-Oct-1996'      [     20.8144]    [     21.2500]    [    20.9170]
    '10-Oct-1996'      [     20.8967]    [     21.2500]    [         21]
    '11-Oct-1996'      [     21.0612]    [     21.4580]    [    21.2080]
    '14-Oct-1996'      [     21.1023]    [     21.5420]    [    21.3750]
    '15-Oct-1996'      [     21.1435]    [     21.5420]    [    21.1670]
    '16-Oct-1996'      [     21.1023]    [     21.8750]    [    21.3330]
    '17-Oct-1996'      [     21.6371]    [     21.9580]    [    21.5830]
    '18-Oct-1996'      [     21.3080]    [     21.6670]    [    21.5000]
    '21-Oct-1996'      [     21.3903]    [     21.9580]    [    21.6250]
    '22-Oct-1996'      [     21.5960]    [     22.2500]    [    21.8750]
    '23-Oct-1996'      [     21.8839]    [     22.1670]    [    21.9170]
    '24-Oct-1996'      [     21.7194]    [     22.1250]    [    21.6670]
    '25-Oct-1996'      [     21.4314]    [     22.0830]    [    21.7080]
    '28-Oct-1996'      [     21.8016]    [     22.3130]    [    22.0420]
    '29-Oct-1996'      [     21.9250]    [     22.2080]    [    21.9170]
    '30-Oct-1996'      [     21.6782]    [     22.0420]    [    21.8750]
    '31-Oct-1996'      [     21.6371]    [          22]    [    21.7080]
    '01-Nov-1996'      [     21.8016]    [     22.1250]    [    21.7080]
    '04-Nov-1996'      [     21.5137]    [     22.3330]    [    21.7920]
    '05-Nov-1996'      [     22.0073]    [     22.5420]    [    22.2500]
    '06-Nov-1996'      [     22.1307]    [     22.6670]    [    22.2080]
    '07-Nov-1996'      [     22.3364]    [          23]    [    22.5420]
    '08-Nov-1996'      [     22.5832]    [     22.9170]    [    22.6250]
    '11-Nov-1996'      [     22.5421]    [     23.4580]    [    22.8330]
    '12-Nov-1996'      [     23.1180]    [     23.8330]    [    23.2920]
    '13-Nov-1996'      [     23.2414]    [     23.7500]    [    23.3750]
    '14-Nov-1996'      [     22.9534]    [     23.6250]    [    23.2080]
    '15-Nov-1996'      [     23.3236]    [     24.3330]    [    23.5830]
    '18-Nov-1996'      [     23.6939]    [          24]    [    23.6670]
    '19-Nov-1996'      [     23.4882]    [          24]    [    23.5420]
    '20-Nov-1996'      [     23.2414]    [     23.9170]    [    23.5420]
    '21-Nov-1996'      [     23.6939]    [     24.1250]    [    23.7920]
    '22-Nov-1996'      [     23.8584]    [     24.4580]    [         24]
    '25-Nov-1996'      [     23.7350]    [     24.5420]    [    23.8330]
    '26-Nov-1996'      [     24.4754]    [     25.7500]    [    24.7920]
    '27-Nov-1996'      [     24.7634]    [     25.1250]    [    24.5420]
    '28-Nov-1996'      [         NaN]    [         NaN]    [        NaN]
    '29-Nov-1996'      [     24.1875]    [     24.6670]    [    24.3330]
    '02-Dec-1996'      [     24.3520]    [     24.8330]    [    24.3330]
    '03-Dec-1996'      [     24.3109]    [     24.6670]    [    23.9170]
    '04-Dec-1996'      [     23.6527]    [          24]    [    23.4580]
    '05-Dec-1996'      [     23.6527]    [     23.9580]    [    23.6670]
    '06-Dec-1996'      [     23.1180]    [     23.8750]    [    23.1670]
    '09-Dec-1996'      [     23.5293]    [     24.4580]    [    23.6670]
    '10-Dec-1996'      [     23.9818]    [     24.5830]    [    24.2500]
    '11-Dec-1996'      [     23.7761]    [     24.3330]    [    23.7920]
    '12-Dec-1996'      [     23.7761]    [     24.0830]    [    23.3750]
    '13-Dec-1996'      [     22.8712]    [     23.5830]    [    23.1250]
    '16-Dec-1996'      [     23.1591]    [     23.6670]    [    22.9580]
    '17-Dec-1996'      [     22.8300]    [     23.7500]    [    23.0830]
    '18-Dec-1996'      [     23.3236]    [          24]    [    23.6250]
    '19-Dec-1996'      [     23.5705]    [     24.1250]    [    23.7500]
    '20-Dec-1996'      [     24.2697]    [     24.5830]    [         24]
    '23-Dec-1996'      [     23.7350]    [     24.1250]    [    23.8750]
    '24-Dec-1996'      [     23.6939]    [     24.0830]    [    23.6670]
    '25-Dec-1996'      [         NaN]    [         NaN]    [        NaN]
    '26-Dec-1996'      [     23.4882]    [     23.9580]    [    23.6250]
    '27-Dec-1996'      [     23.6116]    [     24.0420]    [    23.6670]
    '30-Dec-1996'      [     23.5293]    [     23.8750]    [    23.2920]
    '31-Dec-1996'      [     23.0357]    [     23.5000]    [    23.1250]
    '01-Jan-1997'      [         NaN]    [         NaN]    [        NaN]
    '02-Jan-1997'      [     22.9534]    [     23.2920]    [    22.2500]
    '03-Jan-1997'      [     22.6243]    [     23.1250]    [    22.7080]
    '06-Jan-1997'      [     22.8712]    [     23.2500]    [    22.8750]
    '07-Jan-1997'      [     22.7066]    [          23]    [    22.7500]
    '08-Jan-1997'      [     22.7429]    [     23.1250]    [    22.5000]
    '09-Jan-1997'      [     22.3721]    [     22.9170]    [    22.4170]
    '10-Jan-1997'      [     21.9189]    [     22.6250]    [    22.1250]
    '13-Jan-1997'      [     22.5781]    [     22.8330]    [    22.6250]
    '14-Jan-1997'      [     22.5781]    [     23.1670]    [    22.6670]
    '15-Jan-1997'      [     22.7429]    [     23.2500]    [    22.7920]
    '16-Jan-1997'      [     22.8665]    [     23.1250]    [    22.8330]
    '17-Jan-1997'      [     22.7429]    [     23.3750]    [    22.9580]
    '20-Jan-1997'      [     23.3609]    [     23.6250]    [    23.4170]
    '21-Jan-1997'      [     22.8665]    [     23.2920]    [    23.0830]
    '22-Jan-1997'      [     23.0313]    [     23.6250]    [    23.0830]
    '23-Jan-1997'      [     23.2991]    [     23.8750]    [    23.4580]
    '24-Jan-1997'      [     23.2373]    [     23.8330]    [    23.1670]
    '27-Jan-1997'      [     23.5258]    [     23.9580]    [    23.5420]
    '28-Jan-1997'      [     24.3910]    [     24.9170]    [    24.1250]
    '29-Jan-1997'      [     24.1026]    [     24.5830]    [    24.2500]
    '30-Jan-1997'      [     24.3910]    [     24.7080]    [    24.0420]
    '31-Jan-1997'      [     23.9790]    [     24.4580]    [    24.2080]
    '03-Feb-1997'      [     23.9378]    [     24.2920]    [         24]
    '04-Feb-1997'      [     24.0202]    [     24.3330]    [    24.1670]
    '05-Feb-1997'      [     24.1850]    [     24.7500]    [    24.0420]
    '06-Feb-1997'      [     24.1026]    [     24.7080]    [    24.3330]
    '07-Feb-1997'      [     24.5146]    [     25.1250]    [    24.7500]
    '10-Feb-1997'      [     25.0090]    [     25.6670]    [    25.2080]
    '11-Feb-1997'      [     25.0090]    [     25.3330]    [    24.8750]
    '12-Feb-1997'      [     24.7618]    [     25.6250]    [    25.0420]
    '13-Feb-1997'      [     25.3798]    [     26.2920]    [    25.5000]
    '14-Feb-1997'      [     25.7094]    [     26.4170]    [    25.8750]
    '17-Feb-1997'      [         NaN]    [         NaN]    [        NaN]
    '18-Feb-1997'      [     25.3798]    [          26]    [    25.5830]
    '19-Feb-1997'      [     25.0502]    [     25.7500]    [    25.3330]
    '20-Feb-1997'      [     25.0914]    [     25.5000]    [    24.8330]
    '21-Feb-1997'      [     24.7618]    [     25.3750]    [         25]
    '24-Feb-1997'      [     24.6382]    [     25.3750]    [    24.8330]
    '25-Feb-1997'      [     25.2974]    [     25.6250]    [         25]
    '26-Feb-1997'      [     25.1738]    [     25.4580]    [    24.5000]
    '27-Feb-1997'      [     24.9266]    [     25.3750]    [    25.1670]
    '28-Feb-1997'      [     24.5970]    [     25.0830]    [    24.7500]
    '03-Mar-1997'      [     23.9790]    [     24.9580]    [    24.2500]
    '04-Mar-1997'      [     24.2262]    [     24.5000]    [    24.1670]
    '05-Mar-1997'      [     23.9378]    [     24.7080]    [    23.9170]
    '06-Mar-1997'      [     24.3498]    [     25.1670]    [    24.4580]
    '07-Mar-1997'      [     24.9266]    [     25.4580]    [    25.1250]
    '10-Mar-1997'      [     25.0090]    [     25.6670]    [    25.0830]
    '11-Mar-1997'      [     25.5446]    [     25.8750]    [    25.5830]
    '12-Mar-1997'      [     25.3386]    [     25.6670]    [    25.0420]
    '13-Mar-1997'      [     24.6794]    [     25.0830]    [    24.4170]
    '14-Mar-1997'      [     24.3086]    [     25.0830]    [    24.5420]
    '17-Mar-1997'      [     24.5970]    [     25.4170]    [    24.7080]
    '18-Mar-1997'      [     25.0090]    [     25.5000]    [    24.9580]
    '19-Mar-1997'      [     24.6382]    [     25.0830]    [    24.6670]
    '20-Mar-1997'      [     24.7206]    [     25.0420]    [    24.7080]
    '21-Mar-1997'      [     24.5970]    [     24.8750]    [    24.5830]
    '24-Mar-1997'      [     24.3910]    [     25.0420]    [    24.6250]
    '25-Mar-1997'      [     24.7618]    [     25.1670]    [    24.8330]
    '26-Mar-1997'      [     24.8030]    [     25.2080]    [    24.8750]
    '27-Mar-1997'      [     24.8442]    [     25.2080]    [    24.4170]
    '28-Mar-1997'      [         NaN]    [         NaN]    [        NaN]
    '31-Mar-1997'      [     24.3910]    [     24.6670]    [    24.0830]
    '01-Apr-1997'      [     23.5670]    [     24.5000]    [    23.6670]
    '02-Apr-1997'      [     23.7318]    [     24.6250]    [    23.7080]
    '03-Apr-1997'      [     23.6906]    [     24.2500]    [    23.7500]
    '04-Apr-1997'      [     23.8142]    [     24.5830]    [    23.9580]
    '07-Apr-1997'      [     24.3910]    [     24.7080]    [    24.4580]
    '08-Apr-1997'      [     24.3086]    [     24.6250]    [    24.3330]
    '09-Apr-1997'      [     24.3934]    [     24.7080]    [    24.4580]
    '10-Apr-1997'      [     24.4759]    [     25.0420]    [    24.6250]
    '11-Apr-1997'      [     23.9806]    [     24.8750]    [    24.1250]
    '14-Apr-1997'      [     23.7742]    [     24.0420]    [    23.4580]
    '15-Apr-1997'      [     23.7742]    [     24.7080]    [    23.7500]
    '16-Apr-1997'      [     24.3108]    [     25.2080]    [    24.4580]
    '17-Apr-1997'      [     24.9712]    [     25.4580]    [    25.0830]
    '18-Apr-1997'      [     25.0125]    [     25.6670]    [    25.1670]
    '21-Apr-1997'      [     25.3427]    [     25.9580]    [    25.4170]
    '22-Apr-1997'      [     25.3840]    [     26.2920]    [    25.4580]
    '23-Apr-1997'      [     25.9205]    [     26.5420]    [    26.0830]
    '24-Apr-1997'      [     26.2920]    [     26.6250]    [    25.9170]
    '25-Apr-1997'      [     25.6729]    [     26.0830]    [    25.7080]
    '28-Apr-1997'      [     25.5078]    [     26.0830]    [    25.7500]
    '29-Apr-1997'      [     25.9205]    [     26.9580]    [    26.0830]
    '30-Apr-1997'      [     26.4158]    [     27.5000]    [    26.6670]
    '01-May-1997'      [     26.9111]    [     27.3330]    [    26.7500]
    '02-May-1997'      [     26.7873]    [     27.1670]    [    26.7920]
    '05-May-1997'      [     26.3745]    [     27.4170]    [    26.5830]
    '06-May-1997'      [     26.9937]    [     27.4580]    [    27.1250]
    '07-May-1997'      [     27.1588]    [     27.4170]    [    26.7500]
    '08-May-1997'      [     26.4158]    [     27.2920]    [    26.5830]
    '09-May-1997'      [     26.8698]    [     27.4170]    [         27]
    '12-May-1997'      [     27.2000]    [     28.3750]    [    27.4580]
    '13-May-1997'      [     27.8192]    [     28.1250]    [    27.6250]
    '14-May-1997'      [     27.8192]    [     28.2080]    [    27.7920]
    '15-May-1997'      [     27.4890]    [     27.7920]    [    27.5420]
    '16-May-1997'      [     27.2000]    [     27.5420]    [    26.9580]
    '19-May-1997'      [     26.7460]    [     27.7920]    [    26.9170]
    '20-May-1997'      [     27.3239]    [     27.8750]    [    27.2080]
    '21-May-1997'      [     27.5302]    [     27.9170]    [    27.2920]
    '22-May-1997'      [     27.2413]    [     27.5830]    [    27.2500]
    '23-May-1997'      [     27.3239]    [     27.8750]    [    27.4580]
    '26-May-1997'      [         NaN]    [         NaN]    [        NaN]
    '27-May-1997'      [     27.2826]    [     27.9580]    [    27.3750]
    '28-May-1997'      [     27.5715]    [     28.0420]    [    27.5830]
    '29-May-1997'      [     27.7366]    [          28]    [    27.4580]
    '30-May-1997'      [     26.7873]    [     27.4170]    [    26.7080]
    '02-Jun-1997'      [     27.2000]    [     27.4580]    [    26.9170]
    '03-Jun-1997'      [     26.6635]    [          27]    [    26.7920]
    '04-Jun-1997'      [     26.5396]    [     26.8750]    [    26.6250]
    '05-Jun-1997'      [     26.4984]    [     27.2080]    [    26.6250]
    '06-Jun-1997'      [     26.7873]    [     27.1670]    [    26.7080]
    '09-Jun-1997'      [     26.8698]    [     27.3330]    [    26.9580]
    '10-Jun-1997'      [     26.8286]    [     27.3330]    [         27]
    '11-Jun-1997'      [     27.0349]    [     27.2920]    [    26.9580]
    '12-Jun-1997'      [     26.9937]    [     27.2920]    [    27.0830]
    '13-Jun-1997'      [     27.0762]    [          28]    [    27.2920]
    '16-Jun-1997'      [     27.5715]    [     27.9580]    [    27.6670]
    '17-Jun-1997'      [     27.7366]    [     28.1250]    [    27.5830]
    '18-Jun-1997'      [     27.4064]    [     27.7920]    [    27.5000]
    '19-Jun-1997'      [     27.2413]    [     27.8750]    [    27.1250]
    '20-Jun-1997'      [     27.4477]    [     27.7920]    [    27.3330]
    '23-Jun-1997'      [     27.1588]    [     27.4580]    [    26.8330]
    '24-Jun-1997'      [     26.7460]    [     27.5000]    [    26.8330]
    '25-Jun-1997'      [     27.1588]    [     27.7190]    [    26.9580]
    '26-Jun-1997'      [     27.0762]    [     27.4170]    [         27]
    '27-Jun-1997'      [     27.0556]    [     27.3130]    [    26.6250]
    '30-Jun-1997'      [     26.4158]    [     26.8130]    [    26.2500]
    '01-Jul-1997'      [     26.3333]    [     26.5830]    [    25.9580]
    '02-Jul-1997'      [     25.6110]    [     25.9170]    [    25.4790]
    '03-Jul-1997'      [     25.7141]    [     26.1670]    [    25.7080]
    '04-Jul-1997'      [         NaN]    [         NaN]    [        NaN]
    '07-Jul-1997'      [     25.7348]    [     26.0830]    [    25.0210]
    '08-Jul-1997'      [     25.4252]    [     26.1250]    [    25.6250]
    '09-Jul-1997'      [     25.9438]    [     26.1670]    [    25.6040]
    '10-Jul-1997'      [     25.4683]    [     25.9790]    [    25.5420]
    '11-Jul-1997'      [     25.3236]    [     25.6670]    [    25.2500]
    '14-Jul-1997'      [     25.2616]    [     25.8750]    [    25.4170]
    '15-Jul-1997'      [     25.6337]    [     25.9790]    [    25.5210]
    '16-Jul-1997'      [     25.8404]    [     26.5000]    [    26.0210]
    '17-Jul-1997'      [     26.0678]    [     26.2920]    [    25.4580]
    '18-Jul-1997'      [     25.4683]    [     25.6670]    [    25.0830]
    '21-Jul-1997'      [     25.0962]    [     25.3130]    [    24.6040]
    '22-Jul-1997'      [     25.2616]    [          26]    [    25.0830]
    '23-Jul-1997'      [     26.1918]    [     26.5420]    [    25.9170]
    '24-Jul-1997'      [     25.7784]    [     26.5420]    [    25.5000]
    '25-Jul-1997'      [     26.2125]    [     26.4170]    [    26.0830]
    '28-Jul-1997'      [     26.1298]    [     26.6040]    [    26.3330]
    '29-Jul-1997'      [     26.3365]    [     26.8130]    [    26.5000]
    '30-Jul-1997'      [     26.6880]    [     27.0830]    [    26.8130]
    '31-Jul-1997'      [     26.9154]    [     27.2290]    [    26.9380]
    '01-Aug-1997'      [     26.7293]    [     27.1040]    [    26.7500]
    '04-Aug-1997'      [     26.5846]    [     27.1250]    [    26.6040]
    '05-Aug-1997'      [     26.7913]    [          27]    [    26.6040]
    '06-Aug-1997'      [     26.3985]    [          27]    [    26.5420]
    '07-Aug-1997'      [     26.7913]    [     27.0830]    [    26.3130]
    '08-Aug-1997'      [     25.9644]    [     26.4790]    [    26.0420]
    '11-Aug-1997'      [     26.1918]    [     26.7290]    [    25.8750]
    '12-Aug-1997'      [     26.3365]    [     26.7920]    [    26.0830]
    '13-Aug-1997'      [     26.1918]    [     26.6460]    [    25.7920]
    '14-Aug-1997'      [     26.2125]    [     26.6880]    [    25.8750]
    '15-Aug-1997'      [     25.6750]    [     26.2080]    [    25.5000]
    '18-Aug-1997'      [     25.5923]    [     26.2710]    [    25.3330]
    '19-Aug-1997'      [     26.0264]    [     26.5630]    [         26]
    '20-Aug-1997'      [     26.3572]    [     26.8750]    [    26.4170]
    '21-Aug-1997'      [     26.5433]    [     26.8130]    [    26.1460]
    '22-Aug-1997'      [     25.5303]    [     26.1040]    [    25.7290]
    '25-Aug-1997'      [     25.9024]    [     26.3540]    [    25.9580]
    '26-Aug-1997'      [     25.9231]    [     26.2290]    [    25.8330]
    '27-Aug-1997'      [     25.6750]    [     26.3330]    [    25.6250]
    '28-Aug-1997'      [     25.9644]    [     26.2920]    [    25.7080]
    '29-Aug-1997'      [     25.5096]    [     26.0420]    [    25.6040]
    '01-Sep-1997'      [         NaN]    [         NaN]    [        NaN]
    '02-Sep-1997'      [     25.4683]    [     26.3330]    [    25.6670]
    '03-Sep-1997'      [     26.1298]    [     26.7080]    [    26.3330]
    '04-Sep-1997'      [     26.2745]    [     26.5000]    [    25.7710]
    '05-Sep-1997'      [     25.9231]    [     26.2080]    [    25.8330]
    '08-Sep-1997'      [     26.1918]    [     26.3960]    [    25.9580]
    '09-Sep-1997'      [     25.7577]    [     26.3750]    [    25.8130]
    '10-Sep-1997'      [     25.8817]    [     26.1460]    [    25.8960]
    '11-Sep-1997'      [     25.3856]    [     25.6250]    [    24.8130]
    '12-Sep-1997'      [     25.1996]    [     25.7710]    [    25.2920]
    '15-Sep-1997'      [     25.5717]    [     25.8540]    [    25.5830]
    '16-Sep-1997'      [     25.6130]    [     26.4580]    [    25.7920]
    '17-Sep-1997'      [     26.5433]    [     26.7500]    [    26.1670]
    '18-Sep-1997'      [     26.0471]    [     26.6040]    [    25.9170]
    '19-Sep-1997'      [     26.3779]    [     26.6460]    [    26.4170]
    '22-Sep-1997'      [     26.4606]    [     26.7290]    [    26.5000]
    '23-Sep-1997'      [     26.3572]    [     26.5630]    [    26.2080]
    '24-Sep-1997'      [     26.1505]    [     26.6460]    [    26.2290]
    '25-Sep-1997'      [     26.0471]    [     26.5420]    [    26.0830]
    '26-Sep-1997'      [     26.2538]    [     26.7290]    [    26.3960]
    '29-Sep-1997'      [     26.2125]    [          27]    [    26.3750]
    '30-Sep-1997'      [     26.3779]    [     27.1460]    [    26.5830]
    '01-Oct-1997'      [     26.7913]    [     27.4580]    [    26.9380]
    '02-Oct-1997'      [     27.2668]    [     27.9790]    [    27.4170]
    '03-Oct-1997'      [     28.3831]    [     28.6040]    [         28]
    '06-Oct-1997'      [     27.9076]    [     28.1670]    [    27.5830]
    '07-Oct-1997'      [     27.6389]    [     28.4790]    [    27.7500]
    '08-Oct-1997'      [     28.0730]    [     28.3130]    [    27.7080]
    '09-Oct-1997'      [     27.7009]    [     28.1460]    [    27.7710]
    '10-Oct-1997'      [     27.7009]    [     28.0210]    [    27.7500]
    '13-Oct-1997'      [     27.8456]    [     28.2920]    [    28.0420]
    '14-Oct-1997'      [     28.1970]    [     28.9580]    [    28.2920]
    '15-Oct-1997'      [     28.5714]    [     29.2710]    [    28.5830]
    '16-Oct-1997'      [     28.6957]    [     28.9170]    [    27.8540]
    '17-Oct-1997'      [     27.9503]    [     28.1670]    [    27.1040]
    '20-Oct-1997'      [     27.5569]    [     27.8750]    [    27.5000]
    '21-Oct-1997'      [     27.7640]    [     28.0420]    [    27.6880]
    '22-Oct-1997'      [     27.7226]    [     28.1250]    [    27.6670]
    '23-Oct-1997'      [     27.2878]    [     27.6460]    [    27.2080]
    '24-Oct-1997'      [     27.8882]    [     28.2920]    [    27.3750]
    '27-Oct-1997'      [     27.1222]    [     27.6040]    [    25.9170]
    '28-Oct-1997'      [     24.8447]    [     27.5830]    [         25]
    '29-Oct-1997'      [     27.2671]    [     27.9170]    [    27.0830]
    '30-Oct-1997'      [     27.0807]    [     27.7080]    [    26.8330]
    '31-Oct-1997'      [     27.1014]    [     27.7500]    [    27.2290]
    '03-Nov-1997'      [     27.6190]    [     28.5000]    [    27.7290]
    '04-Nov-1997'      [     28.3851]    [     28.7710]    [    28.3750]
    '05-Nov-1997'      [     28.3023]    [     28.7710]    [    28.3130]
    '06-Nov-1997'      [     28.1573]    [     28.9170]    [    28.1670]
    '07-Nov-1997'      [     28.1573]    [     29.1670]    [    28.1670]
    '10-Nov-1997'      [     28.8820]    [     29.0830]    [    28.4580]
    '11-Nov-1997'      [     28.4679]    [     28.8960]    [    28.5000]
    '12-Nov-1997'      [     28.3230]    [     28.7710]    [    27.6880]
    '13-Nov-1997'      [     27.7640]    [     28.4380]    [    27.9380]
    '14-Nov-1997'      [     28.2609]    [     29.1670]    [    28.3750]
    '17-Nov-1997'      [     29.1511]    [     29.9170]    [    29.2920]
    '18-Nov-1997'      [     29.2340]    [     30.1040]    [    29.2500]
    '19-Nov-1997'      [     29.7101]    [     30.4580]    [    29.7920]
    '20-Nov-1997'      [     30.2277]    [     30.5420]    [    30.1670]
    '21-Nov-1997'      [     30.1863]    [     31.5830]    [    30.3330]
    '24-Nov-1997'      [     31.2008]    [     31.3960]    [    30.8540]
    '25-Nov-1997'      [     30.9731]    [     31.4170]    [    30.9580]
    '26-Nov-1997'      [     31.1387]    [     31.7920]    [    31.3130]
    '27-Nov-1997'      [         NaN]    [         NaN]    [        NaN]
    '28-Nov-1997'      [     31.3872]    [     31.7710]    [    31.5420]
    '01-Dec-1997'      [     31.2629]    [     32.6460]    [    31.3750]
    '02-Dec-1997'      [     32.2774]    [     32.5830]    [    31.8960]
    '03-Dec-1997'      [     31.9048]    [     32.2500]    [    31.3960]
    '04-Dec-1997'      [     30.9938]    [     31.3130]    [    31.0830]
    '05-Dec-1997'      [     30.8075]    [     31.4790]    [         31]
    '08-Dec-1997'      [     31.3665]    [     31.5630]    [    31.3130]
    '09-Dec-1997'      [     31.2836]    [     31.7710]    [    31.1460]
    '10-Dec-1997'      [     31.0352]    [     31.3330]    [    31.0830]
    '11-Dec-1997'      [     30.8075]    [     31.0830]    [    30.6880]
    '12-Dec-1997'      [     30.8489]    [     31.5210]    [    30.9580]
    '15-Dec-1997'      [     31.2836]    [     32.4380]    [    31.3960]
    '16-Dec-1997'      [     32.1739]    [     32.3750]    [    31.8960]
    '17-Dec-1997'      [     31.9669]    [     32.3130]    [    32.1040]
    '18-Dec-1997'      [     32.1325]    [     32.6040]    [    32.0830]
    '19-Dec-1997'      [     31.9048]    [     32.1250]    [    31.0830]
    '22-Dec-1997'      [     31.7391]    [     32.6460]    [    31.9170]
    '23-Dec-1997'      [     32.3602]    [     32.8330]    [    32.4790]
    '24-Dec-1997'      [     32.2981]    [     32.5630]    [    31.6040]
    '25-Dec-1997'      [         NaN]    [         NaN]    [        NaN]
    '26-Dec-1997'      [     31.6563]    [     32.0630]    [    31.6250]
    '29-Dec-1997'      [     31.7598]    [     32.4790]    [    31.8330]
    '30-Dec-1997'      [     32.5052]    [     33.4170]    [    32.6670]
    '31-Dec-1997'      [     32.8364]    [     33.4170]    [    32.8960]
    '01-Jan-1998'      [         NaN]    [         NaN]    [        NaN]
    '02-Jan-1998'      [     33.0642]    [     33.2710]    [    32.8750]
    '05-Jan-1998'      [     33.2919]    [     33.5830]    [    32.5630]
    '06-Jan-1998'      [     32.6294]    [     32.8960]    [    32.6670]
    '07-Jan-1998'      [     32.5281]    [     32.8330]    [    32.4580]
    '08-Jan-1998'      [     32.6110]    [     32.8130]    [    32.3130]
    '09-Jan-1998'      [     32.4037]    [     32.5830]    [         32]
    '12-Jan-1998'      [     31.2013]    [     32.0420]    [    31.1880]
    '13-Jan-1998'      [     31.3049]    [     31.8330]    [    31.2500]
    '14-Jan-1998'      [     31.5330]    [     32.3750]    [    31.3960]
    '15-Jan-1998'      [     31.7610]    [     32.0210]    [    31.5630]
    '16-Jan-1998'      [     31.9269]    [     32.1880]    [    31.7500]
    '19-Jan-1998'      [         NaN]    [         NaN]    [        NaN]
    '20-Jan-1998'      [     32.1756]    [     33.2500]    [    32.2500]
    '21-Jan-1998'      [     32.8391]    [     33.1670]    [    32.6880]
    '22-Jan-1998'      [     32.7147]    [     32.8750]    [    32.1040]
    '23-Jan-1998'      [     32.3415]    [     33.0630]    [    32.2710]
    '26-Jan-1998'      [     32.7976]    [     33.1040]    [    32.3330]
    '27-Jan-1998'      [     32.8183]    [     34.7080]    [    32.9580]
    '28-Jan-1998'      [     34.4769]    [     35.5830]    [    34.5000]
    '29-Jan-1998'      [     34.7464]    [     36.1250]    [    34.8750]
    '30-Jan-1998'      [     35.1818]    [     35.9580]    [    35.1040]
    '02-Feb-1998'      [     35.4513]    [     36.4170]    [    35.6040]
    '03-Feb-1998'      [     35.7415]    [     36.0830]    [    35.5830]
    '04-Feb-1998'      [     35.6378]    [     36.2500]    [    35.7710]
    '05-Feb-1998'      [     36.0732]    [     36.4580]    [    35.8130]
    '06-Feb-1998'      [     35.9281]    [     36.3750]    [    36.0210]
    '09-Feb-1998'      [     36.2183]    [     36.5420]    [    35.8540]
    '10-Feb-1998'      [     35.8866]    [     36.3750]    [    35.5000]
    '11-Feb-1998'      [     35.9903]    [     36.9380]    [    36.1040]
    '12-Feb-1998'      [     36.4878]    [     36.8130]    [    36.2920]
    '13-Feb-1998'      [     36.2598]    [     37.2080]    [    36.4380]
    '16-Feb-1998'      [         NaN]    [         NaN]    [        NaN]
    '17-Feb-1998'      [     37.2135]    [     37.6670]    [    37.2500]
    '18-Feb-1998'      [     37.4622]    [     38.4170]    [    37.3750]
    '19-Feb-1998'      [     38.0427]    [     38.5000]    [    37.8330]
    '20-Feb-1998'      [     37.8769]    [     38.2920]    [    37.7500]
    '23-Feb-1998'      [     38.0013]    [     38.5830]    [    37.8330]
    '24-Feb-1998'      [     37.7110]    [     37.9790]    [    37.1880]
    '25-Feb-1998'      [     36.9647]    [     37.3750]    [         37]
    '26-Feb-1998'      [     36.4878]    [     37.0420]    [    36.3330]
    '27-Feb-1998'      [     36.1561]    [     37.5420]    [    36.3330]
    '02-Mar-1998'      [     36.9025]    [     37.3130]    [    36.3330]
    '03-Mar-1998'      [     36.2598]    [     36.8960]    [    36.3330]
    '04-Mar-1998'      [     35.4513]    [     35.6460]    [    34.8960]
    '05-Mar-1998'      [     34.8293]    [     35.2920]    [    34.9170]
    '06-Mar-1998'      [     35.2025]    [     35.4790]    [    35.0420]
    '09-Mar-1998'      [     34.9537]    [     35.4790]    [    35.0830]
    '10-Mar-1998'      [     35.2232]    [     35.3960]    [    35.1670]
    '11-Mar-1998'      [     34.9952]    [     35.1880]    [    34.7920]
    '12-Mar-1998'      [     34.8915]    [     35.4380]    [    34.8540]
    '13-Mar-1998'      [     35.7830]    [     35.9580]    [    35.0210]
    '16-Mar-1998'      [     35.3061]    [     36.6670]    [    35.3960]
    '17-Mar-1998'      [     35.9903]    [     36.2500]    [    35.5630]
    '18-Mar-1998'      [     35.5757]    [     35.8330]    [    35.3330]
    '19-Mar-1998'      [     35.6378]    [     35.8960]    [    35.2500]
    '20-Mar-1998'      [     35.3269]    [     35.6670]    [    35.1250]
    '23-Mar-1998'      [     34.6635]    [     35.2500]    [    34.2500]
    '24-Mar-1998'      [     34.8293]    [     35.7710]    [    34.8750]
    '25-Mar-1998'      [     35.4927]    [     35.7920]    [    35.2920]
    '26-Mar-1998'      [     35.2025]    [     36.0420]    [    35.3750]
    '27-Mar-1998'      [     35.8037]    [     36.0630]    [    35.6670]
    '30-Mar-1998'      [     35.4927]    [     35.8330]    [    35.1670]
    '31-Mar-1998'      [     35.1403]    [     35.8330]    [    35.1670]
    '01-Apr-1998'      [     35.4927]    [     35.6670]    [    34.9790]
    '02-Apr-1998'      [     35.1610]    [     36.3130]    [    35.1460]
    '03-Apr-1998'      [     36.4671]    [     36.9790]    [    36.0420]
    '06-Apr-1998'      [     36.8818]    [     37.0630]    [    36.0830]
    '07-Apr-1998'      [     35.9598]    [     36.1460]    [    35.6880]
    '08-Apr-1998'      [     35.8767]    [          36]    [    35.2290]
    '09-Apr-1998'      [     35.6484]    [     36.4790]    [    35.5000]
    '10-Apr-1998'      [         NaN]    [         NaN]    [        NaN]
    '13-Apr-1998'      [     36.2297]    [     36.7920]    [    36.3130]
    '14-Apr-1998'      [     37.2886]    [     37.7500]    [    37.1670]
    '15-Apr-1998'      [     37.7038]    [     38.2710]    [    37.5000]
    '16-Apr-1998'      [     37.6830]    [     37.8130]    [    37.3130]
    '17-Apr-1998'      [     37.2886]    [     37.8130]    [    37.2080]
    '20-Apr-1998'      [     37.7038]    [     38.6250]    [    37.8130]
    '21-Apr-1998'      [     38.3682]    [     38.9790]    [    38.1670]
    '22-Apr-1998'      [     38.7211]    [     40.6670]    [    38.5630]
    '23-Apr-1998'      [     41.5240]    [     42.5420]    [    41.1460]
    '24-Apr-1998'      [     41.0880]    [     41.2290]    [    39.9380]
    '27-Apr-1998'      [     40.0499]    [     40.4790]    [    39.7500]
    '28-Apr-1998'      [     41.1088]    [     41.3330]    [    40.8330]
    '29-Apr-1998'      [     41.1710]    [     41.5000]    [         41]
    '30-Apr-1998'      [     41.4617]    [     41.8750]    [    41.3540]
    '01-May-1998'      [     41.5032]    [     41.8960]    [    41.4580]
    '04-May-1998'      [     42.0846]    [     42.7920]    [    42.1040]
    '05-May-1998'      [     42.4583]    [     42.6040]    [    41.5830]
    '06-May-1998'      [     42.0223]    [     42.1880]    [    41.3330]
    '07-May-1998'      [     40.0291]    [     40.1880]    [    39.6460]
    '08-May-1998'      [     39.6139]    [     39.9790]    [    39.6250]
    '11-May-1998'      [     39.8215]    [     40.4170]    [    39.8750]
    '12-May-1998'      [     40.0707]    [     40.2080]    [    39.5830]
    '13-May-1998'      [     39.4686]    [     39.8750]    [    39.3330]
    '14-May-1998'      [     38.6796]    [     39.1250]    [    38.5000]
    '15-May-1998'      [     38.0360]    [     38.1880]    [    36.8540]
    '18-May-1998'      [     36.8733]    [     37.5000]    [    36.3540]
    '19-May-1998'      [     36.9564]    [     37.2710]    [    36.7080]
    '20-May-1998'      [     37.0394]    [     38.3960]    [    37.1250]
    '21-May-1998'      [     38.1606]    [     38.9170]    [    38.2080]
    '22-May-1998'      [     38.6588]    [     38.9170]    [    38.5000]
    '25-May-1998'      [         NaN]    [         NaN]    [        NaN]
    '26-May-1998'      [     38.7627]    [     38.9170]    [    37.0210]
    '27-May-1998'      [     36.8526]    [     38.2920]    [    36.8960]
    '28-May-1998'      [     37.9737]    [     38.1250]    [    37.3330]
    '29-May-1998'      [     37.8699]    [     38.0830]    [    37.7080]
    '01-Jun-1998'      [     37.8284]    [     37.9580]    [    36.7920]
    '02-Jun-1998'      [     37.1432]    [     37.3330]    [    36.5210]
    '03-Jun-1998'      [     36.8110]    [     37.1250]    [    36.3540]
    '04-Jun-1998'      [     36.3127]    [     36.6250]    [    36.0210]
    '05-Jun-1998'      [     37.5169]    [     38.3130]    [    37.3330]
    '08-Jun-1998'      [     38.0983]    [     38.6460]    [    37.8750]
    '09-Jun-1998'      [     38.5135]    [     38.8330]    [    38.2500]
    '10-Jun-1998'      [     39.0326]    [     39.8960]    [         39]
    '11-Jun-1998'      [     39.3232]    [     39.5830]    [    38.6880]
    '12-Jun-1998'      [     38.6173]    [     38.8330]    [    37.7500]
    '15-Jun-1998'      [     37.7661]    [     38.3330]    [    37.3960]
    '16-Jun-1998'      [     37.5377]    [     38.0420]    [    37.4170]
    '17-Jun-1998'      [     37.8699]    [     38.7500]    [    37.6670]
    '18-Jun-1998'      [     37.9737]    [     38.1460]    [    37.3130]
    '19-Jun-1998'      [     36.3958]    [     36.6250]    [    35.6250]
    '22-Jun-1998'      [     35.0878]    [     36.3130]    [    34.8330]
    '23-Jun-1998'      [     36.4996]    [     36.7920]    [    36.2080]
    '24-Jun-1998'      [     36.5204]    [     37.7710]    [    36.5630]
    '25-Jun-1998'      [     37.5169]    [     37.9790]    [    37.1880]
    '26-Jun-1998'      [     37.2886]    [     37.4580]    [    36.7920]
    '29-Jun-1998'      [     37.2886]    [     37.9170]    [    37.2920]
    '30-Jun-1998'      [     36.2505]    [     36.5830]    [    35.0210]
    '01-Jul-1998'      [     35.3785]    [     35.8330]    [    35.3540]
    '02-Jul-1998'      [     35.2331]    [     35.4790]    [    35.0830]
    '03-Jul-1998'      [         NaN]    [         NaN]    [        NaN]
    '06-Jul-1998'      [     35.2954]    [     35.4380]    [    34.9380]
    '07-Jul-1998'      [     35.3785]    [     35.6670]    [    35.3330]
    '08-Jul-1998'      [     35.3992]    [     36.3130]    [    35.5210]
    '09-Jul-1998'      [     36.1466]    [     37.1460]    [    36.1670]
    '10-Jul-1998'      [     37.1225]    [     38.5000]    [    36.5000]
    '13-Jul-1998'      [     38.8665]    [     39.5630]    [    38.3750]
    '14-Jul-1998'      [     39.6762]    [     40.2500]    [    39.6250]
    '15-Jul-1998'      [     39.9253]    [     40.3130]    [    39.1880]
    '16-Jul-1998'      [     38.3059]    [     39.4380]    [    38.0630]
    '17-Jul-1998'      [     39.1779]    [     39.5630]    [    38.8130]
    '20-Jul-1998'      [     39.2402]    [     39.7500]    [    38.5000]
    '21-Jul-1998'      [     38.4305]    [     38.5630]    [    37.4380]
    '22-Jul-1998'      [     37.0489]    [          38]    [    36.8130]
    '23-Jul-1998'      [     37.1113]    [     37.8750]    [         36]
    '24-Jul-1998'      [     36.5499]    [          37]    [    36.0630]
    '27-Jul-1998'      [     36.5499]    [     36.6880]    [         36]
    '28-Jul-1998'      [     36.1133]    [     36.5630]    [    35.0630]
    '29-Jul-1998'      [     35.4273]    [     35.7500]    [    35.0630]
    '30-Jul-1998'      [     35.3649]    [     35.5000]    [         34]
    '31-Jul-1998'      [     35.2401]    [     35.5000]    [    34.2500]
    '03-Aug-1998'      [     34.4917]    [          35]    [    34.5000]
    '04-Aug-1998'      [     34.8659]    [     35.1880]    [    32.7500]
    '05-Aug-1998'      [     33.3066]    [     34.0630]    [    32.2500]
    '06-Aug-1998'      [     33.6185]    [          34]    [    33.0630]
    '07-Aug-1998'      [     33.3690]    [     33.5630]    [    32.8750]
    '10-Aug-1998'      [     33.3690]    [     33.6250]    [    32.5630]
    '11-Aug-1998'      [     32.2463]    [     32.5000]    [    31.4380]
    '12-Aug-1998'      [     32.0592]    [     32.9380]    [         32]
    '13-Aug-1998'      [     32.4334]    [     33.4380]    [    31.5630]
    '14-Aug-1998'      [     32.3087]    [     32.4380]    [    31.2500]
    '17-Aug-1998'      [     31.4978]    [     32.2500]    [    31.1250]
    '18-Aug-1998'      [     32.6205]    [     33.6250]    [    32.1250]
    '19-Aug-1998'      [     33.6808]    [     33.8130]    [    32.6250]
    '20-Aug-1998'      [     33.0571]    [     33.8750]    [    32.9380]
    '21-Aug-1998'      [     33.1819]    [     33.4380]    [    32.3130]
    '24-Aug-1998'      [     33.8680]    [     33.9380]    [    32.8130]
    '25-Aug-1998'      [     33.7432]    [     34.6880]    [    33.6250]
    '26-Aug-1998'      [     33.1195]    [     33.6250]    [    32.5000]
    '27-Aug-1998'      [     31.9344]    [     32.5000]    [    30.9380]
    '28-Aug-1998'      [     30.9988]    [     31.6880]    [    30.0630]
    '31-Aug-1998'      [     30.8117]    [     31.2500]    [         26]
    '01-Sep-1998'      [     28.4416]    [     30.5000]    [    27.7500]
    '02-Sep-1998'      [     30.9365]    [     31.8750]    [    29.5630]
    '03-Sep-1998'      [     29.4395]    [     29.7500]    [         28]
    '04-Sep-1998'      [     28.5663]    [     28.7500]    [    27.5000]
    '07-Sep-1998'      [         NaN]    [         NaN]    [        NaN]
    '08-Sep-1998'      [     29.6890]    [     30.1880]    [    28.1250]
    '09-Sep-1998'      [     29.0029]    [     29.0630]    [    27.5630]
    '10-Sep-1998'      [     27.2565]    [     27.7500]    [    26.6250]
    '11-Sep-1998'      [     27.0694]    [     27.9380]    [    25.7500]
    '14-Sep-1998'      [     25.1983]    [     25.2500]    [    23.8750]
    '15-Sep-1998'      [     24.9488]    [     25.5000]    [    24.8130]
    '16-Sep-1998'      [     25.3230]    [          26]    [    25.1880]
    '17-Sep-1998'      [     24.9488]    [     25.7500]    [         25]
    '18-Sep-1998'      [     25.5725]    [     25.8750]    [    25.1250]
    '21-Sep-1998'      [     24.9488]    [     25.3750]    [    24.8750]
    '22-Sep-1998'      [     25.0735]    [     25.5000]    [    24.9380]
    '23-Sep-1998'      [     26.2586]    [          27]    [    25.7500]
    '24-Sep-1998'      [     26.7576]    [     27.1250]    [    25.7500]
    '25-Sep-1998'      [     25.4477]    [          26]    [    25.5000]
    '28-Sep-1998'      [     26.1338]    [     26.3130]    [    25.8130]
    '29-Sep-1998'      [     26.1962]    [     26.5630]    [    25.7500]
    '30-Sep-1998'      [     25.8843]    [     26.1880]    [    25.0630]
    '01-Oct-1998'      [     24.9488]    [     25.2500]    [    24.5000]
    '02-Oct-1998'      [     24.8864]    [     25.7500]    [    24.5000]
    '05-Oct-1998'      [     25.1983]    [     25.5000]    [    24.7500]
    '06-Oct-1998'      [     25.8220]    [          26]    [    24.9380]
    '07-Oct-1998'      [     25.3750]    [     25.9380]    [    24.5630]
    '08-Oct-1998'      [     24.3750]    [     24.8130]    [    22.6250]
    '09-Oct-1998'      [     23.7500]    [     23.8130]    [    22.5000]
    '12-Oct-1998'      [     24.7500]    [     25.0630]    [    24.4380]
    '13-Oct-1998'      [     24.5000]    [     25.6250]    [    24.1880]
    '14-Oct-1998'      [     25.1250]    [     25.6250]    [    24.2500]
    '15-Oct-1998'      [     24.4375]    [          26]    [    24.1880]
    '16-Oct-1998'      [     25.9375]    [          26]    [    25.1250]
    '19-Oct-1998'      [     25.1250]    [     26.0630]    [    25.1250]
    '20-Oct-1998'      [     26.3750]    [     27.5000]    [    26.1880]
    '21-Oct-1998'      [     27.1250]    [     27.7500]    [    26.9380]
    '22-Oct-1998'      [     27.8125]    [          28]    [    27.0630]
    '23-Oct-1998'      [     27.8125]    [     27.8130]    [    27.0630]
    '26-Oct-1998'      [     27.9375]    [          28]    [    27.5000]
    '27-Oct-1998'      [     27.7500]    [     27.7500]    [    26.7500]
    '28-Oct-1998'      [          27]    [     27.0630]    [    25.7500]
    '29-Oct-1998'      [     26.7500]    [     26.8750]    [    26.1250]
    '30-Oct-1998'      [     26.8125]    [     27.3130]    [    26.5630]
    '02-Nov-1998'      [     27.5000]    [     29.1250]    [    27.4380]
    '03-Nov-1998'      [     28.9375]    [     29.7500]    [    28.8750]
    '04-Nov-1998'      [          30]    [     30.2500]    [    28.5630]
    '05-Nov-1998'      [     28.4375]    [     30.1880]    [    27.9380]
    '06-Nov-1998'      [     30.0625]    [     30.6250]    [    29.8130]
    '09-Nov-1998'      [     30.5000]    [     30.6250]    [    29.3130]
    '10-Nov-1998'      [     29.1875]    [     29.3750]    [    28.6880]
    '11-Nov-1998'      [     29.0625]    [     29.3130]    [    28.8130]
    '12-Nov-1998'      [     28.6875]    [     28.8130]    [    28.1250]
    '13-Nov-1998'      [     28.7500]    [     29.3750]    [    28.2500]
    '16-Nov-1998'      [     29.3125]    [     29.8130]    [    28.8750]
    '17-Nov-1998'      [     29.0625]    [     29.2500]    [    28.5630]
    '18-Nov-1998'      [     28.5625]    [     29.1250]    [    28.2500]
    '19-Nov-1998'      [     28.4375]    [     28.8750]    [    28.1250]
    '20-Nov-1998'      [     28.4375]    [     28.6880]    [    28.1250]
    '23-Nov-1998'      [     28.6875]    [     29.5000]    [    28.6250]
    '24-Nov-1998'      [     29.6875]    [     30.8750]    [    29.5000]
    '25-Nov-1998'      [     29.8125]    [     30.9380]    [    29.6250]
    '26-Nov-1998'      [         NaN]    [         NaN]    [        NaN]
    '27-Nov-1998'      [          31]    [     32.1250]    [    30.8130]
    '30-Nov-1998'      [     32.4375]    [     33.1250]    [    31.5630]
    '01-Dec-1998'      [     31.8750]    [          32]    [    31.1250]
    '02-Dec-1998'      [     31.3125]    [     31.4380]    [    30.6880]
    '03-Dec-1998'      [     31.3750]    [     31.9380]    [    30.8130]
    '04-Dec-1998'      [     31.4375]    [     31.7500]    [    31.2500]
    '07-Dec-1998'      [     31.3750]    [     31.9380]    [    30.8750]
    '08-Dec-1998'      [     31.3750]    [     32.3750]    [    31.3130]
    '09-Dec-1998'      [     32.1875]    [     33.7500]    [    32.0630]
    '10-Dec-1998'      [     33.5625]    [     33.6880]    [    32.2500]
    '11-Dec-1998'      [     32.0625]    [     32.0630]    [    31.4380]
    '14-Dec-1998'      [     31.3125]    [     31.5000]    [    30.1250]
    '15-Dec-1998'      [          31]    [     31.3750]    [    30.6880]
    '16-Dec-1998'      [     31.1875]    [     31.4380]    [    30.5630]
    '17-Dec-1998'      [     30.7500]    [     31.1880]    [    30.7500]
    '18-Dec-1998'      [     30.8750]    [     30.9380]    [    30.0630]
    '21-Dec-1998'      [     30.7500]    [     31.3750]    [    30.3130]
    '22-Dec-1998'      [     30.6250]    [     32.6880]    [    29.9380]
    '23-Dec-1998'      [     30.4375]    [          31]    [    30.1880]
    '24-Dec-1998'      [     30.8750]    [          31]    [    30.5000]
    '25-Dec-1998'      [         NaN]    [         NaN]    [        NaN]
    '28-Dec-1998'      [     30.8750]    [          31]    [    30.2500]
    '29-Dec-1998'      [     30.6250]    [     30.6880]    [    30.2500]
    '30-Dec-1998'      [     30.5000]    [     30.5000]    [    29.7500]
    '31-Dec-1998'      [     29.8750]    [     30.1250]    [    29.5630]
    '01-Jan-1999'      [         NaN]    [         NaN]    [        NaN]
    '04-Jan-1999'      [     30.1875]    [     30.6880]    [    29.2500]
    '05-Jan-1999'      [     29.7500]    [     30.6250]    [    29.6880]
    '06-Jan-1999'      [     30.5625]    [          31]    [    29.7500]
    '07-Jan-1999'      [     30.0625]    [     31.7500]    [         30]
    '08-Jan-1999'      [     32.3125]    [     32.8130]    [    31.8130]
    '11-Jan-1999'      [     33.1250]    [     35.5000]    [    33.0630]
    '12-Jan-1999'      [     38.3750]    [     38.6880]    [    37.1880]
    '13-Jan-1999'      [     34.5000]    [     37.3750]    [    34.3750]
    '14-Jan-1999'      [     36.7500]    [     37.2500]    [    35.8130]
    '15-Jan-1999'      [     36.5625]    [     36.6880]    [    35.6250]
    '18-Jan-1999'      [         NaN]    [         NaN]    [        NaN]
    '19-Jan-1999'      [          36]    [     36.6250]    [    35.8130]
    '20-Jan-1999'      [     36.8125]    [     36.9380]    [    35.8750]
    '21-Jan-1999'      [     35.9375]    [          36]    [    34.1250]
    '22-Jan-1999'      [     34.1250]    [     34.5630]    [         34]
    '25-Jan-1999'      [     34.1875]    [          35]    [    34.0630]
    '26-Jan-1999'      [     34.9375]    [     35.3750]    [    34.1880]
    '27-Jan-1999'      [     34.2500]    [     34.3750]    [    32.6880]
    '28-Jan-1999'      [     33.9375]    [     34.3750]    [    33.3130]
    '29-Jan-1999'      [     33.6875]    [          34]    [         33]
    '01-Feb-1999'      [     33.8125]    [     33.9380]    [    33.2500]
    '02-Feb-1999'      [     33.5000]    [     33.6880]    [    32.8130]
    '03-Feb-1999'      [     33.3750]    [     33.8750]    [    33.2500]
    '04-Feb-1999'      [     33.6250]    [     34.0630]    [         33]
    '05-Feb-1999'      [     33.8750]    [     34.6880]    [    33.5630]
    '08-Feb-1999'      [     34.2500]    [     34.2500]    [    33.8130]
    '09-Feb-1999'      [     34.1875]    [     34.6250]    [    33.4380]
    '10-Feb-1999'      [     33.6250]    [     34.1880]    [    33.3130]
    '11-Feb-1999'      [          34]    [     35.5000]    [    33.8130]
    '12-Feb-1999'      [     35.4375]    [     35.5630]    [    34.5630]
    '15-Feb-1999'      [         NaN]    [         NaN]    [        NaN]
    '16-Feb-1999'      [     35.9375]    [          36]    [    34.6250]
    '17-Feb-1999'      [     34.7500]    [     35.2500]    [    34.5630]
    '18-Feb-1999'      [     34.6875]    [     34.8750]    [    34.2500]
    '19-Feb-1999'      [     34.2500]    [     34.5000]    [         34]
    '22-Feb-1999'      [     34.1250]    [     35.1250]    [    34.1250]
    '23-Feb-1999'      [     35.1875]    [     35.5000]    [    34.8750]
    '24-Feb-1999'      [          35]    [          36]    [    34.9380]
    '25-Feb-1999'      [          35]    [     35.2500]    [    34.0630]
    '26-Feb-1999'      [     34.6250]    [     35.6880]    [    34.0630]
    '01-Mar-1999'      [     35.2500]    [     35.2500]    [    34.5630]
    '02-Mar-1999'      [     35.1875]    [     35.1880]    [    34.0630]
    '03-Mar-1999'      [     34.5625]    [     35.1250]    [    34.3750]
    '04-Mar-1999'      [     34.6250]    [     35.3130]    [    34.5630]
    '05-Mar-1999'      [     35.8125]    [          36]    [    35.5630]
    '08-Mar-1999'      [     35.9375]    [     36.6880]    [    35.9380]
    '09-Mar-1999'      [     35.7500]    [     35.8130]    [    34.3130]
    '10-Mar-1999'      [     34.6875]    [     35.0630]    [    34.3750]
    '11-Mar-1999'      [     34.1250]    [     34.9380]    [    34.1250]
    '12-Mar-1999'      [     35.6250]    [     36.4380]    [    35.6250]
    '15-Mar-1999'      [     36.1250]    [     36.5630]    [    35.1250]
    '16-Mar-1999'      [     35.7500]    [     36.4380]    [    35.0630]
    '17-Mar-1999'      [     35.2500]    [     35.5630]    [    34.5000]
    '18-Mar-1999'      [     34.8125]    [     35.6880]    [    34.6880]
    '19-Mar-1999'      [     35.7500]    [     35.8130]    [    34.8750]
    '22-Mar-1999'      [     34.9375]    [          35]    [    34.2500]
    '23-Mar-1999'      [     34.1250]    [     34.1880]    [    32.8130]
    '24-Mar-1999'      [     33.0625]    [     33.2500]    [    32.6250]
    '25-Mar-1999'      [     33.5000]    [     33.6250]    [    32.8750]
    '26-Mar-1999'      [     33.3125]    [     33.3750]    [    32.7500]
    '29-Mar-1999'      [     33.0625]    [     33.1880]    [    32.7500]

  Column 5

    'CLOSE:  (782)'
    [      21.2920]
    [      21.6250]
    [      21.8330]
    [      21.8750]
    [      21.6670]
    [          NaN]
    [      21.4580]
    [      21.2080]
    [      20.2920]
    [      20.1250]
    [      20.4580]
    [      20.6250]
    [      20.7500]
    [      20.7920]
    [      20.9580]
    [      21.0420]
    [      20.8750]
    [      20.5830]
    [      20.2080]
    [      20.4170]
    [      20.6250]
    [      20.6250]
    [      20.6670]
    [      20.1670]
    [           20]
    [      19.6670]
    [      20.0420]
    [      19.7920]
    [      19.6670]
    [      19.4170]
    [      19.7500]
    [      20.2500]
    [      20.2920]
    [      20.1250]
    [      20.2500]
    [      20.4170]
    [      20.6250]
    [      20.7920]
    [      20.9170]
    [      20.6670]
    [      20.8330]
    [          NaN]
    [      20.7080]
    [      20.1670]
    [      20.4170]
    [      20.2500]
    [      20.1250]
    [      20.0420]
    [      20.1670]
    [      20.8330]
    [      21.0830]
    [      20.7920]
    [      20.7920]
    [      20.7920]
    [      20.5830]
    [      20.5000]
    [      20.6670]
    [      20.3330]
    [      20.3750]
    [      20.5830]
    [           21]
    [      20.7500]
    [      21.0830]
    [      20.7920]
    [      21.0420]
    [      20.9580]
    [      20.7500]
    [      20.4170]
    [      20.3330]
    [          NaN]
    [      19.7920]
    [      19.6670]
    [      19.1670]
    [      19.3750]
    [      18.7080]
    [      18.9580]
    [      18.2920]
    [      18.6670]
    [      18.6670]
    [      19.0830]
    [      19.1250]
    [      18.6670]
    [      18.5000]
    [      18.1250]
    [      18.1250]
    [      18.0420]
    [      17.7920]
    [      18.4170]
    [      18.5420]
    [      19.1250]
    [      19.3330]
    [      19.4580]
    [      19.6670]
    [      19.4580]
    [      19.1670]
    [      19.0420]
    [      19.5000]
    [      19.3330]
    [      19.3750]
    [      19.2920]
    [      19.3750]
    [      19.3330]
    [      19.0830]
    [      19.2920]
    [      19.3750]
    [      19.4580]
    [      19.7920]
    [      19.6670]
    [      19.4170]
    [      19.2500]
    [           19]
    [          NaN]
    [           19]
    [      18.9170]
    [      18.5420]
    [           19]
    [      19.4170]
    [      19.2920]
    [      19.5420]
    [      20.1670]
    [      20.2500]
    [      20.0830]
    [      20.3750]
    [      20.4170]
    [      21.1670]
    [      21.0420]
    [      21.2080]
    [      20.9170]
    [      20.8750]
    [      20.6670]
    [           21]
    [      21.0830]
    [      20.8330]
    [      20.9580]
    [      21.0420]
    [      21.3750]
    [      21.3750]
    [      21.2080]
    [      21.1670]
    [      21.2080]
    [      21.3330]
    [      21.3750]
    [      21.4580]
    [      21.8330]
    [      21.6250]
    [      21.6670]
    [      21.8750]
    [      22.2080]
    [      22.0420]
    [      21.7920]
    [      22.0830]
    [      22.1250]
    [      21.9170]
    [      21.8750]
    [      21.9580]
    [      21.8330]
    [      22.2920]
    [      22.5420]
    [      22.5830]
    [           23]
    [      22.8330]
    [      23.4580]
    [      23.6250]
    [      23.5420]
    [      23.5420]
    [      24.0830]
    [      23.7920]
    [      23.6670]
    [      23.9170]
    [      24.0830]
    [      24.0420]
    [      24.5000]
    [      25.3330]
    [      24.6250]
    [          NaN]
    [      24.6250]
    [      24.6250]
    [      23.9580]
    [           24]
    [      23.9580]
    [      23.8330]
    [      24.3750]
    [      24.4170]
    [      24.0420]
    [      23.4170]
    [      23.4170]
    [      23.1250]
    [      23.6250]
    [      23.8330]
    [      24.1250]
    [      24.1250]
    [      24.0420]
    [      23.8330]
    [          NaN]
    [      23.7920]
    [      23.7500]
    [      23.3330]
    [      23.2500]
    [          NaN]
    [      22.4580]
    [      23.0830]
    [           23]
    [      22.9580]
    [      22.6250]
    [      22.5000]
    [      22.6250]
    [      22.6670]
    [      23.0830]
    [      23.0420]
    [      22.9580]
    [      23.3330]
    [      23.5000]
    [      23.2500]
    [      23.5830]
    [      23.4580]
    [      23.7500]
    [      23.8750]
    [      24.2080]
    [      24.5830]
    [      24.1250]
    [      24.2920]
    [      24.2920]
    [      24.2080]
    [      24.2500]
    [      24.6670]
    [           25]
    [      25.2080]
    [           25]
    [      25.5420]
    [      25.7920]
    [      26.0420]
    [          NaN]
    [      25.8330]
    [      25.3750]
    [      24.9170]
    [      25.1250]
    [      25.2080]
    [      25.3750]
    [      25.1670]
    [      25.2920]
    [      24.7500]
    [      24.4580]
    [      24.2500]
    [      24.5000]
    [      25.0420]
    [      25.3330]
    [      25.5830]
    [      25.7080]
    [      25.1250]
    [      24.4170]
    [      24.9170]
    [      25.3330]
    [      25.1670]
    [           25]
    [      24.8330]
    [      24.6670]
    [           25]
    [      24.9170]
    [      25.0830]
    [           25]
    [          NaN]
    [      24.2920]
    [      24.1250]
    [      24.1250]
    [      24.2080]
    [      24.5830]
    [      24.5830]
    [      24.6250]
    [      24.5830]
    [      24.6670]
    [      24.1250]
    [      23.7080]
    [      24.6250]
    [      25.2080]
    [      25.2500]
    [      25.5830]
    [      25.6250]
    [      26.0830]
    [      26.3750]
    [      26.0830]
    [      25.7920]
    [      25.8750]
    [      26.9170]
    [      27.2500]
    [           27]
    [      26.7920]
    [      27.3750]
    [      27.4170]
    [      26.8330]
    [      27.0830]
    [      27.4170]
    [      28.1670]
    [      27.8750]
    [      27.8750]
    [      27.6250]
    [      26.9580]
    [      27.7500]
    [      27.8330]
    [      27.3750]
    [      27.3750]
    [      27.7500]
    [          NaN]
    [      27.9170]
    [      27.9580]
    [      27.6250]
    [      27.2920]
    [      26.9580]
    [      26.8750]
    [      26.6250]
    [      26.9170]
    [      27.1250]
    [           27]
    [      27.2920]
    [      27.1250]
    [      27.2080]
    [      27.8330]
    [      27.9580]
    [           28]
    [      27.5000]
    [      27.7920]
    [      27.4170]
    [      26.8750]
    [      27.5000]
    [      27.3330]
    [      27.1880]
    [      26.6460]
    [      26.7500]
    [      26.1880]
    [      25.6250]
    [      25.7500]
    [          NaN]
    [      25.3330]
    [      26.0210]
    [      25.6880]
    [      25.6250]
    [      25.4790]
    [      25.7920]
    [      25.9790]
    [      26.2920]
    [      25.9170]
    [      25.2920]
    [      25.0630]
    [      25.8750]
    [      25.9790]
    [      26.4380]
    [      26.3330]
    [      26.5420]
    [      26.7080]
    [      26.9790]
    [      26.9380]
    [      26.8540]
    [      26.9790]
    [      26.6460]
    [      26.9380]
    [      26.3750]
    [      26.3960]
    [      26.5420]
    [      26.1250]
    [      26.3330]
    [      26.2920]
    [      25.5420]
    [      26.2080]
    [      26.5630]
    [      26.7920]
    [      26.2920]
    [      26.0420]
    [      26.1040]
    [      25.8330]
    [      26.1670]
    [      25.9170]
    [      25.6040]
    [          NaN]
    [      26.3330]
    [      26.5210]
    [      25.8960]
    [      26.0630]
    [      25.9580]
    [      26.1670]
    [      25.9170]
    [      25.2500]
    [      25.7080]
    [      25.7290]
    [      26.3540]
    [      26.2920]
    [      26.4380]
    [      26.6460]
    [      26.5210]
    [      26.3330]
    [      26.2290]
    [      26.5420]
    [      26.5000]
    [      26.6670]
    [      26.8750]
    [      27.3330]
    [      27.9380]
    [      28.1250]
    [      27.6670]
    [      28.3960]
    [           28]
    [      28.0630]
    [      27.8960]
    [      28.2080]
    [      28.8130]
    [      28.9580]
    [      28.3130]
    [      27.5420]
    [      27.8540]
    [      27.8960]
    [      27.6880]
    [      27.4380]
    [      27.4580]
    [      25.9170]
    [      27.4380]
    [      27.6460]
    [      26.8750]
    [      27.4580]
    [      28.5000]
    [      28.7500]
    [      28.3750]
    [      28.7920]
    [      28.7710]
    [      28.4790]
    [      28.6670]
    [      27.6880]
    [      28.2290]
    [      28.8960]
    [      29.6670]
    [      29.7500]
    [      30.4580]
    [      30.2290]
    [      31.5830]
    [      31.2080]
    [      31.2080]
    [      31.5000]
    [          NaN]
    [      31.6460]
    [      32.5420]
    [      32.1880]
    [      31.7290]
    [      31.1880]
    [      31.3330]
    [      31.4580]
    [      31.4380]
    [      31.2710]
    [      30.9380]
    [      31.2080]
    [      32.3750]
    [           32]
    [      32.2710]
    [      32.4380]
    [      31.9380]
    [      32.4580]
    [      32.5000]
    [      31.6670]
    [          NaN]
    [      31.6880]
    [      32.3330]
    [           33]
    [           33]
    [          NaN]
    [      33.2080]
    [      32.9380]
    [      32.8130]
    [      32.8330]
    [      32.5630]
    [           32]
    [      31.4790]
    [      31.6670]
    [      32.1670]
    [      31.8960]
    [      32.0420]
    [          NaN]
    [      33.1250]
    [      32.9580]
    [      32.1670]
    [      32.8750]
    [      32.4580]
    [      34.2500]
    [           35]
    [      35.4170]
    [      35.6250]
    [      36.2710]
    [           36]
    [      36.1040]
    [      36.1040]
    [      36.1880]
    [      35.8960]
    [      36.1670]
    [      36.9380]
    [      36.7080]
    [      37.1460]
    [          NaN]
    [      37.6670]
    [      38.2920]
    [      38.0630]
    [      38.1250]
    [      38.0210]
    [      37.3130]
    [      37.0830]
    [      36.6670]
    [      37.3130]
    [      36.4580]
    [      36.6670]
    [      35.6250]
    [      35.0630]
    [      35.2080]
    [      35.2710]
    [      35.2920]
    [      34.9380]
    [      35.3130]
    [      35.3330]
    [      36.5420]
    [      35.8960]
    [      35.7710]
    [      35.4380]
    [      35.6670]
    [      34.3330]
    [      35.6460]
    [      35.6250]
    [      35.8960]
    [      35.7500]
    [      35.1880]
    [      35.5830]
    [      35.3330]
    [      36.2920]
    [      36.9790]
    [      36.1250]
    [      35.9580]
    [      35.6670]
    [      36.3540]
    [          NaN]
    [      36.7500]
    [      37.7290]
    [      37.8540]
    [      37.3330]
    [      37.7920]
    [      38.4580]
    [      38.9170]
    [      40.6670]
    [      41.2290]
    [      40.7080]
    [      40.3130]
    [      41.1670]
    [      41.2920]
    [      41.5210]
    [      41.8960]
    [      42.3750]
    [      42.2290]
    [      41.3960]
    [      39.7290]
    [      39.8330]
    [      40.2920]
    [      39.6040]
    [      39.5000]
    [      38.6880]
    [      36.8750]
    [      36.5630]
    [      36.9790]
    [      38.2080]
    [      38.6460]
    [      38.7710]
    [          NaN]
    [      37.2500]
    [      38.1040]
    [      37.7920]
    [      37.7500]
    [      36.9380]
    [      36.7080]
    [      36.5210]
    [      36.5210]
    [      38.2290]
    [      38.6250]
    [      38.8330]
    [      39.4380]
    [      38.7290]
    [      38.3540]
    [      37.3960]
    [      37.6250]
    [      38.1040]
    [      37.3330]
    [      35.8540]
    [      36.2500]
    [      36.5830]
    [      37.5630]
    [      37.5000]
    [      36.8330]
    [      37.7290]
    [      35.0210]
    [      35.4170]
    [      35.4790]
    [          NaN]
    [      35.2710]
    [      35.5210]
    [      36.1040]
    [           37]
    [      38.1250]
    [      39.3750]
    [      39.8750]
    [      39.3750]
    [      39.3130]
    [      39.3750]
    [      38.5630]
    [      37.7500]
    [      37.1880]
    [      36.2500]
    [      36.8130]
    [      36.6250]
    [      35.3750]
    [      35.3750]
    [      35.3130]
    [      34.4380]
    [      34.6880]
    [      32.8130]
    [      33.5630]
    [      33.3130]
    [      33.3750]
    [      32.8750]
    [      32.1250]
    [      32.4380]
    [      31.8130]
    [      31.7500]
    [      32.1880]
    [      33.5000]
    [      33.1250]
    [      33.6250]
    [      33.2500]
    [      33.3750]
    [      34.0630]
    [           33]
    [      31.7500]
    [      30.6250]
    [      27.4380]
    [      30.3750]
    [      29.8750]
    [      28.3130]
    [      28.2500]
    [          NaN]
    [      29.1250]
    [      27.8130]
    [      27.0630]
    [      25.8130]
    [      24.4380]
    [      25.5000]
    [      25.7500]
    [      25.6880]
    [      25.5630]
    [      25.1250]
    [      25.1880]
    [      26.8130]
    [      25.8750]
    [      25.6250]
    [      26.2500]
    [           26]
    [      25.3750]
    [      24.9380]
    [      25.2500]
    [      25.0630]
    [      25.3750]
    [      24.9380]
    [      23.5000]
    [      23.6880]
    [      24.6250]
    [      25.5000]
    [      24.3750]
    [      25.8750]
    [      25.5000]
    [      26.0630]
    [      27.0630]
    [      27.5630]
    [           28]
    [      27.7500]
    [      27.9380]
    [      26.8130]
    [      26.4380]
    [      26.6250]
    [      26.9380]
    [      28.8130]
    [      29.5630]
    [      28.6250]
    [      30.1880]
    [      30.2500]
    [      29.5630]
    [      28.8750]
    [      28.8750]
    [      28.5630]
    [      29.1250]
    [      29.0630]
    [      29.0630]
    [           29]
    [      28.3130]
    [      28.5000]
    [      29.5000]
    [      29.8130]
    [      30.9380]
    [          NaN]
    [      31.8750]
    [      32.1880]
    [      31.5000]
    [      31.1880]
    [      30.8750]
    [      31.3750]
    [      31.1250]
    [           32]
    [      33.5630]
    [      32.4380]
    [           32]
    [      30.6250]
    [      30.7500]
    [      30.7500]
    [      30.8750]
    [      30.8130]
    [           31]
    [      29.9380]
    [      30.9380]
    [      30.5630]
    [          NaN]
    [      30.4380]
    [      30.4380]
    [      29.8750]
    [           30]
    [          NaN]
    [      29.5630]
    [      30.5630]
    [      30.9380]
    [      31.7500]
    [      32.5630]
    [      35.2500]
    [           38]
    [      36.1250]
    [      36.0630]
    [           36]
    [          NaN]
    [      36.5000]
    [           36]
    [      34.5630]
    [      34.1250]
    [      34.9380]
    [      34.5630]
    [      32.9380]
    [      33.5000]
    [           33]
    [      33.6880]
    [      33.3750]
    [      33.6250]
    [      33.1250]
    [      34.2500]
    [           34]
    [      33.5000]
    [      34.0630]
    [      35.1880]
    [      35.4380]
    [          NaN]
    [      35.0630]
    [      34.8750]
    [      34.5000]
    [      34.1250]
    [      34.8750]
    [      34.8750]
    [      35.0630]
    [      34.5000]
    [      35.1880]
    [      34.8130]
    [      34.1880]
    [      34.5000]
    [      35.1880]
    [      35.8130]
    [      36.4380]
    [      34.6880]
    [      34.5000]
    [      34.6880]
    [      36.0630]
    [      35.8750]
    [      35.0630]
    [      34.5000]
    [      35.4380]
    [      35.0630]
    [      34.3750]
    [      33.1880]
    [      33.1880]
    [      33.3750]
    [      32.9380]
    [      33.0630]

See Also

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