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Drawdown of Historical Stock Prices

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Drawdown of Historical Stock Prices

Introduction

The drawdown of a stock indicates how much time it's spent "underwater" - it's essentially the percentage drop of its price from a peak to a trough, with the drawdown resetting to zero if a previous high is reached.  The drawdown of a stock is a valuable risk measure and is employed by traders to gauge volatility.

 

This application

 

• 

   downloads historical stock prices from Yahoo Finance for a chosen ticker symbol,

• 

   defines a procedure that calculates the drawdown of the historical stock price

• 

   and plots the drawdown against the adjusted close price of the asset

 

By changing the ticker and the dates, you can examine drawdown of any stock between your chosen dates.

 

restart

Ticker, Dates and Frequency

Download historical data for the S&P 500

ticker := "^GSPC":

startDay := "1":

endDay := "1":

frequency := "m":

Download Historical Stock Quotes

url := cat("http://ichart.finance.yahoo.com/table.csv?s=", ticker, "&a=", startMonth, "&b=", startDay, "&c=", startYear, "&d=", endMonth, "&e=", endDay, "&f=", endYear, "&g=",frequency,"&ignore=.csv"):

Strip out header row

data := ImportMatrix(url)[2 .. (), () .. ()]

data := Matrix(433, 7, {(1, 1) = "2011-02-01", (1, 2) = 1289.140015, (1, 3) = 1308.859985, (1, 4) = 1289.140015, (1, 5) = 1307.589966, (1, 6) = 10329000000, (1, 7) = 1307.589966, (2, 1) = "2011-01-03", (2, 2) = 1257.619995, (2, 3) = 1302.670044, (2, 4) = 1257.619995, (2, 5) = 1286.119995, (2, 6) = 4816605000, (2, 7) = 1286.119995, (3, 1) = "2010-12-01", (3, 2) = 1186.599976, (3, 3) = 1262.599976, (3, 4) = 1186.599976, (3, 5) = 1257.640015, (3, 6) = 3762922700, (3, 7) = 1257.640015, (4, 1) = "2010-11-01", (4, 2) = 1185.709961, (4, 3) = 1227.079956, (4, 4) = 1173.00, (4, 5) = 1180.550049, (4, 6) = 4354084200, (4, 7) = 1180.550049, (5, 1) = "2010-10-01", (5, 2) = 1143.48999, (5, 3) = 1196.140015, (5, 4) = 1131.869995, (5, 5) = 1183.26001, (5, 6) = 4432102300, (5, 7) = 1183.26001, (6, 1) = "2010-09-01", (6, 2) = 1049.719971, (6, 3) = 1157.160034, (6, 4) = 1049.719971, (6, 5) = 1141.199951, (6, 6) = 3993981400, (6, 7) = 1141.199951, (7, 1) = "2010-08-02", (7, 2) = 1107.530029, (7, 3) = 1129.23999, (7, 4) = 1039.699951, (7, 5) = 1049.329956, (7, 6) = 4080773600, (7, 7) = 1049.329956, (8, 1) = "2010-07-01", (8, 2) = 1031.099976, (8, 3) = 1120.949951, (8, 4) = 1010.909973, (8, 5) = 1101.599976, (8, 6) = 4704026600, (8, 7) = 1101.599976, (9, 1) = "2010-06-01", (9, 2) = 1087.300049, (9, 3) = 1131.22998, (9, 4) = 1028.329956, (9, 5) = 1030.709961, (9, 6) = 5235174000, (9, 7) = 1030.709961, (10, 1) = "2010-05-03", (10, 2) = 1188.579956, (10, 3) = 1205.130005, (10, 4) = 1040.780029, (10, 5) = 1089.410034, (10, 6) = 6626699400, (10, 7) = 1089.410034, (11, 1) = "2010-04-01", (11, 2) = 1171.22998, (11, 3) = 1219.800049, (11, 4) = 1170.689941, (11, 5) = 1186.689941, (11, 6) = 5847150900, (11, 7) = 1186.689941, (12, 1) = "2010-03-01", (12, 2) = 1105.359985, (12, 3) = 1180.689941, (12, 4) = 1105.359985, (12, 5) = 1169.430054, (12, 6) = 4702951700, (12, 7) = 1169.430054, (13, 1) = "2010-02-01", (13, 2) = 1073.890015, (13, 3) = 1112.420044, (13, 4) = 1044.50, (13, 5) = 1104.48999, (13, 6) = 4658238400, (13, 7) = 1104.48999, (14, 1) = "2010-01-04", (14, 2) = 1116.560059, (14, 3) = 1150.449951, (14, 4) = 1071.589966, (14, 5) = 1073.869995, (14, 6) = 5071601500, (14, 7) = 1073.869995, (15, 1) = "2009-12-01", (15, 2) = 1098.890015, (15, 3) = 1130.380005, (15, 4) = 1085.890015, (15, 5) = 1115.099976, (15, 6) = 4163287200, (15, 7) = 1115.099976, (16, 1) = "2009-11-02", (16, 2) = 1036.180054, (16, 3) = 1113.689941, (16, 4) = 1029.380005, (16, 5) = 1095.630005, (16, 6) = 4443852500, (16, 7) = 1095.630005, (17, 1) = "2009-10-01", (17, 2) = 1054.910034, (17, 3) = 1101.359985, (17, 4) = 1019.950012, (17, 5) = 1036.189941, (17, 6) = 5451064000, (17, 7) = 1036.189941, (18, 1) = "2009-09-01", (18, 2) = 1019.52002, (18, 3) = 1080.150024, (18, 4) = 991.969971, (18, 5) = 1057.079956, (18, 6) = 5633064200, (18, 7) = 1057.079956, (19, 1) = "2009-08-03", (19, 2) = 990.219971, (19, 3) = 1039.469971, (19, 4) = 978.51001, (19, 5) = 1020.619995, (19, 6) = 5764944200, (19, 7) = 1020.619995, (20, 1) = "2009-07-01", (20, 2) = 920.820007, (20, 3) = 996.679993, (20, 4) = 869.320007, (20, 5) = 987.47998, (20, 6) = 5080675400, (20, 7) = 987.47998, (21, 1) = "2009-06-01", (21, 2) = 923.26001, (21, 3) = 956.22998, (21, 4) = 888.859985, (21, 5) = 919.320007, (21, 6) = 5330941800, (21, 7) = 919.320007, (22, 1) = "2009-05-01", (22, 2) = 872.73999, (22, 3) = 930.169983, (22, 4) = 866.099976, (22, 5) = 919.140015, (22, 6) = 6883268000, (22, 7) = 919.140015, (23, 1) = "2009-04-01", (23, 2) = 793.590027, (23, 3) = 888.700012, (23, 4) = 783.320007, (23, 5) = 872.809998, (23, 6) = 6938945600, (23, 7) = 872.809998, (24, 1) = "2009-03-02", (24, 2) = 729.570007, (24, 3) = 832.97998, (24, 4) = 666.789978, (24, 5) = 797.869995, (24, 6) = 7633306300, (24, 7) = 797.869995, (25, 1) = "2009-02-02", (25, 2) = 823.090027, (25, 3) = 875.01001, (25, 4) = 734.52002, (25, 5) = 735.090027, (25, 6) = 7022036200, (25, 7) = 735.090027, (26, 1) = "2009-01-02", (26, 2) = 902.98999, (26, 3) = 943.849976, (26, 4) = 804.299988, (26, 5) = 825.880005, (26, 6) = 5872061000, (26, 7) = 825.880005, (27, 1) = "2008-12-01", (27, 2) = 888.609985, (27, 3) = 918.849976, (27, 4) = 815.690002, (27, 5) = 903.25, (27, 6) = 5320791300, (27, 7) = 903.25, (28, 1) = "2008-11-03", (28, 2) = 968.669983, (28, 3) = 1007.51001, (28, 4) = 741.02002, (28, 5) = 896.23999, (28, 6) = 6231635200, (28, 7) = 896.23999, (29, 1) = "2008-10-01", (29, 2) = 1164.170044, (29, 3) = 1167.030029, (29, 4) = 839.799988, (29, 5) = 968.75, (29, 6) = 7226842600, (29, 7) = 968.75, (30, 1) = "2008-09-02", (30, 2) = 1287.829956, (30, 3) = 1303.040039, (30, 4) = 1106.420044, (30, 5) = 1166.359985, (30, 6) = 6902142800, (30, 7) = 1166.359985, (31, 1) = "2008-08-01", (31, 2) = 1269.420044, (31, 3) = 1313.150024, (31, 4) = 1247.449951, (31, 5) = 1282.829956, (31, 6) = 4264482300, (31, 7) = 1282.829956, (32, 1) = "2008-07-01", (32, 2) = 1276.689941, (32, 3) = 1292.170044, (32, 4) = 1200.439941, (32, 5) = 1267.380005, (32, 6) = 5923937200, (32, 7) = 1267.380005, (33, 1) = "2008-06-02", (33, 2) = 1399.619995, (33, 3) = 1404.050049, (33, 4) = 1272.00, (33, 5) = 1280.00, (33, 6) = 4840303300, (33, 7) = 1280.00, (34, 1) = "2008-05-01", (34, 2) = 1385.969971, (34, 3) = 1440.23999, (34, 4) = 1373.069946, (34, 5) = 1400.380005, (34, 6) = 4039814700, (34, 7) = 1400.380005, (35, 1) = "2008-04-01", (35, 2) = 1326.410034, (35, 3) = 1404.569946, (35, 4) = 1324.349976, (35, 5) = 1385.589966, (35, 6) = 4113069000, (35, 7) = 1385.589966, (36, 1) = "2008-03-03", (36, 2) = 1330.449951, (36, 3) = 1359.680054, (36, 4) = 1256.97998, (36, 5) = 1322.699951, (36, 6) = 4868908000, (36, 7) = 1322.699951, (37, 1) = "2008-02-01", (37, 2) = 1378.599976, (37, 3) = 1396.02002, (37, 4) = 1316.75, (37, 5) = 1330.630005, (37, 6) = 4148143000, (37, 7) = 1330.630005, (38, 1) = "2008-01-02", (38, 2) = 1467.969971, (38, 3) = 1471.77002, (38, 4) = 1270.050049, (38, 5) = 1378.550049, (38, 6) = 4925982300, (38, 7) = 1378.550049, (39, 1) = "2007-12-03", (39, 2) = 1479.630005, (39, 3) = 1523.569946, (39, 4) = 1435.650024, (39, 5) = 1468.359985, (39, 6) = 3363127500, (39, 7) = 1468.359985, (40, 1) = "2007-11-01", (40, 2) = 1545.790039, (40, 3) = 1545.790039, (40, 4) = 1406.099976, (40, 5) = 1481.140015, (40, 6) = 4317578500, (40, 7) = 1481.140015, (41, 1) = "2007-10-01", (41, 2) = 1527.290039, (41, 3) = 1576.089966, (41, 4) = 1489.560059, (41, 5) = 1549.380005, (41, 6) = 3477202100, (41, 7) = 1549.380005, (42, 1) = "2007-09-04", (42, 2) = 1473.959961, (42, 3) = 1538.73999, (42, 4) = 1439.290039, (42, 5) = 1526.75, (42, 6) = 3196581500, (42, 7) = 1526.75, (43, 1) = "2007-08-01", (43, 2) = 1455.180054, (43, 3) = 1503.890015, (43, 4) = 1370.599976, (43, 5) = 1473.98999, (43, 6) = 4091885600, (43, 7) = 1473.98999, (44, 1) = "2007-07-02", (44, 2) = 1504.660034, (44, 3) = 1555.900024, (44, 4) = 1454.25, (44, 5) = 1455.27002, (44, 6) = 3564854700, (44, 7) = 1455.27002, (45, 1) = "2007-06-01", (45, 2) = 1530.619995, (45, 3) = 1540.560059, (45, 4) = 1484.180054, (45, 5) = 1503.349976, (45, 6) = 3261343300, (45, 7) = 1503.349976, (46, 1) = "2007-05-01", (46, 2) = 1482.369995, (46, 3) = 1535.560059, (46, 4) = 1476.699951, (46, 5) = 1530.619995, (46, 6) = 3104253600, (46, 7) = 1530.619995, (47, 1) = "2007-04-02", (47, 2) = 1420.829956, (47, 3) = 1498.02002, (47, 4) = 1416.369995, (47, 5) = 1482.369995, (47, 6) = 3006294500, (47, 7) = 1482.369995, (48, 1) = "2007-03-01", (48, 2) = 1406.800049, (48, 3) = 1438.890015, (48, 4) = 1363.97998, (48, 5) = 1420.859985, (48, 6) = 3205736800, (48, 7) = 1420.859985, (49, 1) = "2007-02-01", (49, 2) = 1437.900024, (49, 3) = 1461.569946, (49, 4) = 1389.420044, (49, 5) = 1406.819946, (49, 6) = 2935275700, (49, 7) = 1406.819946, (50, 1) = "2007-01-03", (50, 2) = 1418.030029, (50, 3) = 1441.609985, (50, 4) = 1403.969971, (50, 5) = 1438.23999, (50, 6) = 2983144500, (50, 7) = 1438.23999, (51, 1) = "2006-12-01", (51, 2) = 1400.630005, (51, 3) = 1431.810059, (51, 4) = 1385.930054, (51, 5) = 1418.300049, (51, 6) = 2462849000, (51, 7) = 1418.300049, (52, 1) = "2006-11-01", (52, 2) = 1377.76001, (52, 3) = 1407.890015, (52, 4) = 1360.97998, (52, 5) = 1400.630005, (52, 6) = 2826198000, (52, 7) = 1400.630005, (53, 1) = "2006-10-02", (53, 2) = 1335.819946, (53, 3) = 1389.449951, (53, 4) = 1327.099976, (53, 5) = 1377.939941, (53, 6) = 2708938600, (53, 7) = 1377.939941, (54, 1) = "2006-09-01", (54, 2) = 1303.800049, (54, 3) = 1340.280029, (54, 4) = 1290.930054, (54, 5) = 1335.849976, (54, 6) = 2563743500, (54, 7) = 1335.849976, (55, 1) = "2006-08-01", (55, 2) = 1278.530029, (55, 3) = 1306.73999, (55, 4) = 1261.300049, (55, 5) = 1303.819946, (55, 6) = 2280876500, (55, 7) = 1303.819946, (56, 1) = "2006-07-03", (56, 2) = 1270.060059, (56, 3) = 1280.420044, (56, 4) = 1224.540039, (56, 5) = 1276.660034, (56, 6) = 2440476000, (56, 7) = 1276.660034, (57, 1) = "2006-06-01", (57, 2) = 1270.050049, (57, 3) = 1290.680054, (57, 4) = 1219.290039, (57, 5) = 1270.199951, (57, 6) = 2632855400, (57, 7) = 1270.199951, (58, 1) = "2006-05-01", (58, 2) = 1310.609985, (58, 3) = 1326.699951, (58, 4) = 1245.339966, (58, 5) = 1270.089966, (58, 6) = 2591135900, (58, 7) = 1270.089966, (59, 1) = "2006-04-03", (59, 2) = 1302.880005, (59, 3) = 1318.160034, (59, 4) = 1280.73999, (59, 5) = 1310.609985, (59, 6) = 2406755200, (59, 7) = 1310.609985, (60, 1) = "2006-03-01", (60, 2) = 1280.660034, (60, 3) = 1310.880005, (60, 4) = 1268.420044, (60, 5) = 1294.869995, (60, 6) = 2310510800, (60, 7) = 1294.869995, (61, 1) = "2006-02-01", (61, 2) = 1280.079956, (61, 3) = 1297.569946, (61, 4) = 1253.609985, (61, 5) = 1280.660034, (61, 6) = 2380568400, (61, 7) = 1280.660034, (62, 1) = "2006-01-03", (62, 2) = 1248.290039, (62, 3) = 1294.900024, (62, 4) = 1245.73999, (62, 5) = 1280.079956, (62, 6) = 2595998000, (62, 7) = 1280.079956, (63, 1) = "2005-12-01", (63, 2) = 1249.47998, (63, 3) = 1275.800049, (63, 4) = 1246.589966, (63, 5) = 1248.290039, (63, 6) = 2057125200, (63, 7) = 1248.290039, (64, 1) = "2005-11-01", (64, 2) = 1207.01001, (64, 3) = 1270.640015, (64, 4) = 1201.069946, (64, 5) = 1249.47998, (64, 6) = 2260836100, (64, 7) = 1249.47998, (65, 1) = "2005-10-03", (65, 2) = 1228.810059, (65, 3) = 1233.339966, (65, 4) = 1168.199951, (65, 5) = 1207.01001, (65, 6) = 2493393300, (65, 7) = 1207.01001, (66, 1) = "2005-09-01", (66, 2) = 1220.329956, (66, 3) = 1243.130005, (66, 4) = 1205.349976, (66, 5) = 1228.810059, (66, 6) = 2232144200, (66, 7) = 1228.810059, (67, 1) = "2005-08-01", (67, 2) = 1234.180054, (67, 3) = 1245.859985, (67, 4) = 1201.069946, (67, 5) = 1220.329956, (67, 6) = 1930243400, (67, 7) = 1220.329956, (68, 1) = "2005-07-01", (68, 2) = 1191.329956, (68, 3) = 1245.150024, (68, 4) = 1183.550049, (68, 5) = 1234.180054, (68, 6) = 1962713500, (68, 7) = 1234.180054, (69, 1) = "2005-06-01", (69, 2) = 1191.50, (69, 3) = 1219.589966, (69, 4) = 1188.300049, (69, 5) = 1191.329956, (69, 6) = 1929251300, (69, 7) = 1191.329956, (70, 1) = "2005-05-02", (70, 2) = 1156.849976, (70, 3) = 1199.560059, (70, 4) = 1146.180054, (70, 5) = 1191.50, (70, 6) = 1960127100, (70, 7) = 1191.50, (71, 1) = "2005-04-01", (71, 2) = 1180.589966, (71, 3) = 1191.880005, (71, 4) = 1136.150024, (71, 5) = 1156.849976, (71, 6) = 2180315700, (71, 7) = 1156.849976, (72, 1) = "2005-03-01", (72, 2) = 1203.599976, (72, 3) = 1229.109985, (72, 4) = 1163.689941, (72, 5) = 1180.589966, (72, 6) = 1874017200, (72, 7) = 1180.589966, (73, 1) = "2005-02-01", (73, 2) = 1181.27002, (73, 3) = 1212.439941, (73, 4) = 1180.949951, (73, 5) = 1203.599976, (73, 6) = 1636467800, (73, 7) = 1203.599976, (74, 1) = "2005-01-03", (74, 2) = 1211.920044, (74, 3) = 1217.800049, (74, 4) = 1163.75, (74, 5) = 1181.27002, (74, 6) = 1658930000, (74, 7) = 1181.27002, (75, 1) = "2004-12-01", (75, 2) = 1173.780029, (75, 3) = 1217.329956, (75, 4) = 1173.780029, (75, 5) = 1211.920044, (75, 6) = 1449518100, (75, 7) = 1211.920044, (76, 1) = "2004-11-01", (76, 2) = 1130.199951, (76, 3) = 1188.459961, (76, 4) = 1127.599976, (76, 5) = 1173.819946, (76, 6) = 1524465700, (76, 7) = 1173.819946, (77, 1) = "2004-10-01", (77, 2) = 1114.579956, (77, 3) = 1142.050049, (77, 4) = 1090.290039, (77, 5) = 1130.199951, (77, 6) = 1571990400, (77, 7) = 1130.199951, (78, 1) = "2004-09-01", (78, 2) = 1104.23999, (78, 3) = 1131.540039, (78, 4) = 1099.180054, (78, 5) = 1114.579956, (78, 6) = 1360850900, (78, 7) = 1114.579956, (79, 1) = "2004-08-02", (79, 2) = 1101.719971, (79, 3) = 1109.680054, (79, 4) = 1060.719971, (79, 5) = 1104.23999, (79, 6) = 1260227200, (79, 7) = 1104.23999, (80, 1) = "2004-07-01", (80, 2) = 1140.839966, (80, 3) = 1140.839966, (80, 4) = 1078.780029, (80, 5) = 1101.719971, (80, 6) = 1456371400, (80, 7) = 1101.719971, (81, 1) = "2004-06-01", (81, 2) = 1120.680054, (81, 3) = 1146.339966, (81, 4) = 1113.319946, (81, 5) = 1140.839966, (81, 6) = 1381109500, (81, 7) = 1140.839966, (82, 1) = "2004-05-03", (82, 2) = 1107.300049, (82, 3) = 1127.73999, (82, 4) = 1076.319946, (82, 5) = 1120.680054, (82, 6) = 1524950000, (82, 7) = 1120.680054, (83, 1) = "2004-04-01", (83, 2) = 1126.209961, (83, 3) = 1150.569946, (83, 4) = 1107.22998, (83, 5) = 1107.300049, (83, 6) = 1583171400, (83, 7) = 1107.300049, (84, 1) = "2004-03-01", (84, 2) = 1144.939941, (84, 3) = 1163.22998, (84, 4) = 1087.160034, (84, 5) = 1126.209961, (84, 6) = 1528634700, (84, 7) = 1126.209961, (85, 1) = "2004-02-02", (85, 2) = 1131.130005, (85, 3) = 1158.97998, (85, 4) = 1124.439941, (85, 5) = 1144.939941, (85, 6) = 1554000000, (85, 7) = 1144.939941, (86, 1) = "2004-01-02", (86, 2) = 1111.920044, (86, 3) = 1155.380005, (86, 4) = 1105.079956, (86, 5) = 1131.130005, (86, 6) = 1722750000, (86, 7) = 1131.130005, (87, 1) = "2003-12-01", (87, 2) = 1058.199951, (87, 3) = 1112.560059, (87, 4) = 1053.410034, (87, 5) = 1111.920044, (87, 6) = 1312119500, (87, 7) = 1111.920044, (88, 1) = "2003-11-03", (88, 2) = 1050.709961, (88, 3) = 1063.650024, (88, 4) = 1031.199951, (88, 5) = 1058.199951, (88, 6) = 1313181000, (88, 7) = 1058.199951, (89, 1) = "2003-10-01", (89, 2) = 995.969971, (89, 3) = 1053.790039, (89, 4) = 995.969971, (89, 5) = 1050.709961, (89, 6) = 1469452100, (89, 7) = 1050.709961, (90, 1) = "2003-09-02", (90, 2) = 1008.01001, (90, 3) = 1040.290039, (90, 4) = 990.359985, (90, 5) = 995.969971, (90, 6) = 1501457600, (90, 7) = 995.969971, (91, 1) = "2003-08-01", (91, 2) = 990.309998, (91, 3) = 1011.01001, (91, 4) = 960.840027, (91, 5) = 1008.01001, (91, 6) = 1229836600, (91, 7) = 1008.01001, (92, 1) = "2003-07-01", (92, 2) = 974.50, (92, 3) = 1015.409973, (92, 4) = 962.099976, (92, 5) = 990.309998, (92, 6) = 1507327200, (92, 7) = 990.309998, (93, 1) = "2003-06-02", (93, 2) = 963.590027, (93, 3) = 1015.330017, (93, 4) = 963.590027, (93, 5) = 974.50, (93, 6) = 1562219000, (93, 7) = 974.50, (94, 1) = "2003-05-01", (94, 2) = 916.919983, (94, 3) = 965.380005, (94, 4) = 902.830017, (94, 5) = 963.590027, (94, 6) = 1554328500, (94, 7) = 963.590027, (95, 1) = "2003-04-01", (95, 2) = 848.179993, (95, 3) = 924.23999, (95, 4) = 847.849976, (95, 5) = 916.919983, (95, 6) = 1498005700, (95, 7) = 916.919983, (96, 1) = "2003-03-03", (96, 2) = 841.150024, (96, 3) = 895.900024, (96, 4) = 788.900024, (96, 5) = 848.179993, (96, 6) = 1503596600, (96, 7) = 848.179993, (97, 1) = "2003-02-03", (97, 2) = 855.700012, (97, 3) = 864.640015, (97, 4) = 806.289978, (97, 5) = 841.150024, (97, 6) = 1400452600, (97, 7) = 841.150024, (98, 1) = "2003-01-02", (98, 2) = 879.820007, (98, 3) = 935.049988, (98, 4) = 840.340027, (98, 5) = 855.700012, (98, 6) = 1539433800, (98, 7) = 855.700012, (99, 1) = "2002-12-02", (99, 2) = 936.309998, (99, 3) = 954.280029, (99, 4) = 869.450012, (99, 5) = 879.820007, (99, 6) = 1289625700, (99, 7) = 879.820007, (100, 1) = "2002-11-01", (100, 2) = 885.76001, (100, 3) = 941.820007, (100, 4) = 872.049988, (100, 5) = 936.309998, (100, 6) = 1492221000, (100, 7) = 936.309998, (101, 1) = "2002-10-01", (101, 2) = 815.280029, (101, 3) = 907.440002, (101, 4) = 768.630005, (101, 5) = 885.76001, (101, 6) = 1717287300, (101, 7) = 885.76001, (102, 1) = "2002-09-03", (102, 2) = 916.070007, (102, 3) = 924.02002, (102, 4) = 800.200012, (102, 5) = 815.280029, (102, 6) = 1472279000, (102, 7) = 815.280029, (103, 1) = "2002-08-01", (103, 2) = 911.619995, (103, 3) = 965.00, (103, 4) = 833.440002, (103, 5) = 916.070007, (103, 6) = 1374013600, (103, 7) = 916.070007, (104, 1) = "2002-07-01", (104, 2) = 989.820007, (104, 3) = 994.460022, (104, 4) = 775.679993, (104, 5) = 911.619995, (104, 6) = 2012640000, (104, 7) = 911.619995, (105, 1) = "2002-06-03", (105, 2) = 1067.140015, (105, 3) = 1070.73999, (105, 4) = 952.919983, (105, 5) = 989.820007, (105, 6) = 1604925500, (105, 7) = 989.820007, (106, 1) = "2002-05-01", (106, 2) = 1076.920044, (106, 3) = 1106.589966, (106, 4) = 1048.959961, (106, 5) = 1067.140015, (106, 6) = 1281036300, (106, 7) = 1067.140015, (107, 1) = "2002-04-01", (107, 2) = 1147.390015, (107, 3) = 1147.839966, (107, 4) = 1063.459961, (107, 5) = 1076.920044, (107, 6) = 1372613600, (107, 7) = 1076.920044, (108, 1) = "2002-03-01", (108, 2) = 1106.72998, (108, 3) = 1173.939941, (108, 4) = 1106.72998, (108, 5) = 1147.390015, (108, 6) = 1385540000, (108, 7) = 1147.390015, (109, 1) = "2002-02-01", (109, 2) = 1130.199951, (109, 3) = 1130.199951, (109, 4) = 1074.359985, (109, 5) = 1106.72998, (109, 6) = 1444200000, (109, 7) = 1106.72998, (110, 1) = "2002-01-02", (110, 2) = 1148.079956, (110, 3) = 1176.969971, (110, 4) = 1081.660034, (110, 5) = 1130.199951, (110, 6) = 1490628500, (110, 7) = 1130.199951, (111, 1) = "2001-12-03", (111, 2) = 1139.449951, (111, 3) = 1173.619995, (111, 4) = 1114.530029, (111, 5) = 1148.079956, (111, 6) = 1303608500, (111, 7) = 1148.079956, (112, 1) = "2001-11-01", (112, 2) = 1059.780029, (112, 3) = 1163.380005, (112, 4) = 1054.310059, (112, 5) = 1139.449951, (112, 6) = 1317790400, (112, 7) = 1139.449951, (113, 1) = "2001-10-01", (113, 2) = 1040.939941, (113, 3) = 1110.609985, (113, 4) = 1026.76001, (113, 5) = 1059.780029, (113, 6) = 1361033900, (113, 7) = 1059.780029, (114, 1) = "2001-09-04", (114, 2) = 1133.579956, (114, 3) = 1155.400024, (114, 4) = 944.75, (114, 5) = 1040.939941, (114, 6) = 1777119300, (114, 7) = 1040.939941, (115, 1) = "2001-08-01", (115, 2) = 1211.22998, (115, 3) = 1226.27002, (115, 4) = 1124.869995, (115, 5) = 1133.579956, (115, 6) = 1055621700, (115, 7) = 1133.579956, (116, 1) = "2001-07-02", (116, 2) = 1224.420044, (116, 3) = 1239.780029, (116, 4) = 1165.540039, (116, 5) = 1211.22998, (116, 6) = 1186805200, (116, 7) = 1211.22998, (117, 1) = "2001-06-01", (117, 2) = 1255.819946, (117, 3) = 1286.619995, (117, 4) = 1203.030029, (117, 5) = 1224.380005, (117, 6) = 1265732800, (117, 7) = 1224.380005, (118, 1) = "2001-05-01", (118, 2) = 1249.459961, (118, 3) = 1315.930054, (118, 4) = 1232.00, (118, 5) = 1255.819946, (118, 6) = 1170568100, (118, 7) = 1255.819946, (119, 1) = "2001-04-02", (119, 2) = 1160.329956, (119, 3) = 1269.300049, (119, 4) = 1091.98999, (119, 5) = 1249.459961, (119, 6) = 1333839500, (119, 7) = 1249.459961, (120, 1) = "2001-03-01", (120, 2) = 1239.939941, (120, 3) = 1267.420044, (120, 4) = 1081.189941, (120, 5) = 1160.329956, (120, 6) = 1322155000, (120, 7) = 1160.329956, (121, 1) = "2001-02-01", (121, 2) = 1366.01001, (121, 3) = 1376.380005, (121, 4) = 1215.439941, (121, 5) = 1239.939941, (121, 6) = 1203668400, (121, 7) = 1239.939941, (122, 1) = "2001-01-02", (122, 2) = 1320.280029, (122, 3) = 1383.369995, (122, 4) = 1274.619995, (122, 5) = 1366.01001, (122, 6) = 1386909500, (122, 7) = 1366.01001, (123, 1) = "2000-12-01", (123, 2) = 1314.949951, (123, 3) = 1389.050049, (123, 4) = 1254.069946, (123, 5) = 1320.280029, (123, 6) = 1232315000, (123, 7) = 1320.280029, (124, 1) = "2000-11-01", (124, 2) = 1429.400024, (124, 3) = 1438.459961, (124, 4) = 1294.900024, (124, 5) = 1314.949951, (124, 6) = 1034230000, (124, 7) = 1314.949951, (125, 1) = "2000-10-02", (125, 2) = 1436.52002, (125, 3) = 1454.819946, (125, 4) = 1305.790039, (125, 5) = 1429.400024, (125, 6) = 1241718100, (125, 7) = 1429.400024, (126, 1) = "2000-09-01", (126, 2) = 1517.680054, (126, 3) = 1530.089966, (126, 4) = 1419.439941, (126, 5) = 1436.51001, (126, 6) = 1101770000, (126, 7) = 1436.51001, (127, 1) = "2000-08-01", (127, 2) = 1430.829956, (127, 3) = 1525.209961, (127, 4) = 1425.430054, (127, 5) = 1517.680054, (127, 6) = 931317300, (127, 7) = 1517.680054, (128, 1) = "2000-07-03", (128, 2) = 1454.599976, (128, 3) = 1517.319946, (128, 4) = 1413.890015, (128, 5) = 1430.829956, (128, 6) = 1002085000, (128, 7) = 1430.829956, (129, 1) = "2000-06-01", (129, 2) = 1420.599976, (129, 3) = 1488.930054, (129, 4) = 1420.599976, (129, 5) = 1454.599976, (129, 6) = 1054454500, (129, 7) = 1454.599976, (130, 1) = "2000-05-01", (130, 2) = 1452.430054, (130, 3) = 1481.51001, (130, 4) = 1361.089966, (130, 5) = 1420.599976, (130, 6) = 948127200, (130, 7) = 1420.599976, (131, 1) = "2000-04-03", (131, 2) = 1498.579956, (131, 3) = 1527.189941, (131, 4) = 1339.400024, (131, 5) = 1452.430054, (131, 6) = 1110055700, (131, 7) = 1452.430054, (132, 1) = "2000-03-01", (132, 2) = 1366.420044, (132, 3) = 1552.869995, (132, 4) = 1346.619995, (132, 5) = 1498.579956, (132, 6) = 1190591300, (132, 7) = 1498.579956, (133, 1) = "2000-02-01", (133, 2) = 1394.459961, (133, 3) = 1444.550049, (133, 4) = 1325.069946, (133, 5) = 1366.420044, (133, 6) = 1105815000, (133, 7) = 1366.420044, (134, 1) = "2000-01-03", (134, 2) = 1469.25, (134, 3) = 1478.00, (134, 4) = 1350.140015, (134, 5) = 1394.459961, (134, 6) = 1124410000, (134, 7) = 1394.459961, (135, 1) = "1999-12-01", (135, 2) = 1388.910034, (135, 3) = 1473.099976, (135, 4) = 1387.380005, (135, 5) = 1469.25, (135, 6) = 909760900, (135, 7) = 1469.25, (136, 1) = "1999-11-01", (136, 2) = 1362.930054, (136, 3) = 1425.310059, (136, 4) = 1346.410034, (136, 5) = 1388.910034, (136, 6) = 920777100, (136, 7) = 1388.910034, (137, 1) = "1999-10-01", (137, 2) = 1282.709961, (137, 3) = 1373.170044, (137, 4) = 1233.699951, (137, 5) = 1362.930054, (137, 6) = 950119000, (137, 7) = 1362.930054, (138, 1) = "1999-09-01", (138, 2) = 1320.410034, (138, 3) = 1361.390015, (138, 4) = 1256.26001, (138, 5) = 1282.709961, (138, 6) = 831252300, (138, 7) = 1282.709961, (139, 1) = "1999-08-02", (139, 2) = 1328.719971, (139, 3) = 1382.839966, (139, 4) = 1267.72998, (139, 5) = 1320.410034, (139, 6) = 758193100, (139, 7) = 1320.410034, (140, 1) = "1999-07-01", (140, 2) = 1372.709961, (140, 3) = 1420.329956, (140, 4) = 1328.48999, (140, 5) = 1328.719971, (140, 6) = 765225200, (140, 7) = 1328.719971, (141, 1) = "1999-06-01", (141, 2) = 1301.839966, (141, 3) = 1372.930054, (141, 4) = 1277.469971, (141, 5) = 1372.709961, (141, 6) = 781644000, (141, 7) = 1372.709961, (142, 1) = "1999-05-03", (142, 2) = 1335.180054, (142, 3) = 1375.97998, (142, 4) = 1277.310059, (142, 5) = 1301.839966, (142, 6) = 826511000, (142, 7) = 1301.839966, (143, 1) = "1999-04-01", (143, 2) = 1286.369995, (143, 3) = 1371.560059, (143, 4) = 1282.560059, (143, 5) = 1335.180054, (143, 6) = 926652300, (143, 7) = 1335.180054, (144, 1) = "1999-03-01", (144, 2) = 1238.329956, (144, 3) = 1323.819946, (144, 4) = 1216.030029, (144, 5) = 1286.369995, (144, 6) = 822904300, (144, 7) = 1286.369995, (145, 1) = "1999-02-01", (145, 2) = 1279.640015, (145, 3) = 1283.839966, (145, 4) = 1211.890015, (145, 5) = 1238.329956, (145, 6) = 807392600, (145, 7) = 1238.329956, (146, 1) = "1999-01-04", (146, 2) = 1229.22998, (146, 3) = 1280.369995, (146, 4) = 1205.459961, (146, 5) = 1279.640015, (146, 6) = 901605200, (146, 7) = 1279.640015, (147, 1) = "1998-12-01", (147, 2) = 1163.630005, (147, 3) = 1244.930054, (147, 4) = 1136.890015, (147, 5) = 1229.22998, (147, 6) = 722756800, (147, 7) = 1229.22998, (148, 1) = "1998-11-02", (148, 2) = 1098.670044, (148, 3) = 1192.969971, (148, 4) = 1098.670044, (148, 5) = 1163.630005, (148, 6) = 706959000, (148, 7) = 1163.630005, (149, 1) = "1998-10-01", (149, 2) = 1017.01001, (149, 3) = 1103.780029, (149, 4) = 923.320007, (149, 5) = 1098.670044, (149, 6) = 853938600, (149, 7) = 1098.670044, (150, 1) = "1998-09-01", (150, 2) = 957.280029, (150, 3) = 1066.109985, (150, 4) = 939.97998, (150, 5) = 1017.01001, (150, 6) = 834008500, (150, 7) = 1017.01001, (151, 1) = "1998-08-03", (151, 2) = 1120.670044, (151, 3) = 1121.790039, (151, 4) = 957.280029, (151, 5) = 957.280029, (151, 6) = 761383300, (151, 7) = 957.280029, (152, 1) = "1998-07-01", (152, 2) = 1133.839966, (152, 3) = 1190.579956, (152, 4) = 1114.300049, (152, 5) = 1120.670044, (152, 6) = 674577700, (152, 7) = 1120.670044, (153, 1) = "1998-06-01", (153, 2) = 1090.819946, (153, 3) = 1145.150024, (153, 4) = 1074.670044, (153, 5) = 1133.839966, (153, 6) = 650416800, (153, 7) = 1133.839966, (154, 1) = "1998-05-01", (154, 2) = 1111.75, (154, 3) = 1130.52002, (154, 4) = 1074.390015, (154, 5) = 1090.819946, (154, 6) = 601696000, (154, 7) = 1090.819946, (155, 1) = "1998-04-01", (155, 2) = 1101.75, (155, 3) = 1132.97998, (155, 4) = 1076.699951, (155, 5) = 1111.75, (155, 6) = 683412300, (155, 7) = 1111.75, (156, 1) = "1998-03-02", (156, 2) = 1049.339966, (156, 3) = 1113.069946, (156, 4) = 1030.869995, (156, 5) = 1101.75, (156, 6) = 654296300, (156, 7) = 1101.75, (157, 1) = "1998-02-02", (157, 2) = 980.280029, (157, 3) = 1051.660034, (157, 4) = 980.280029, (157, 5) = 1049.339966, (157, 6) = 643738400, (157, 7) = 1049.339966, (158, 1) = "1998-01-02", (158, 2) = 970.429993, (158, 3) = 992.650024, (158, 4) = 912.830017, (158, 5) = 980.280029, (158, 6) = 667360500, (158, 7) = 980.280029, (159, 1) = "1997-12-01", (159, 2) = 955.400024, (159, 3) = 986.25, (159, 4) = 924.919983, (159, 5) = 970.429993, (159, 6) = 564825400, (159, 7) = 970.429993, (160, 1) = "1997-11-03", (160, 2) = 914.619995, (160, 3) = 964.549988, (160, 4) = 900.609985, (160, 5) = 955.400024, (160, 6) = 545404700, (160, 7) = 955.400024, (161, 1) = "1997-10-01", (161, 2) = 947.280029, (161, 3) = 983.119995, (161, 4) = 855.27002, (161, 5) = 914.619995, (161, 6) = 637188200, (161, 7) = 914.619995, (162, 1) = "1997-09-02", (162, 2) = 899.469971, (162, 3) = 960.590027, (162, 4) = 899.469971, (162, 5) = 947.280029, (162, 6) = 570023800, (162, 7) = 947.280029, (163, 1) = "1997-08-01", (163, 2) = 954.289978, (163, 3) = 964.169983, (163, 4) = 893.340027, (163, 5) = 899.469971, (163, 6) = 524762300, (163, 7) = 899.469971, (164, 1) = "1997-07-01", (164, 2) = 885.140015, (164, 3) = 957.72998, (164, 4) = 884.539978, (164, 5) = 954.309998, (164, 6) = 568452200, (164, 7) = 954.309998, (165, 1) = "1997-06-02", (165, 2) = 848.280029, (165, 3) = 902.090027, (165, 4) = 838.820007, (165, 5) = 885.140015, (165, 6) = 543785200, (165, 7) = 885.140015, (166, 1) = "1997-05-01", (166, 2) = 801.340027, (166, 3) = 851.869995, (166, 4) = 793.210022, (166, 5) = 848.280029, (166, 6) = 506850000, (166, 7) = 848.280029, (167, 1) = "1997-04-01", (167, 2) = 757.119995, (167, 3) = 804.130005, (167, 4) = 733.539978, (167, 5) = 801.340027, (167, 6) = 500497700, (167, 7) = 801.340027, (168, 1) = "1997-03-03", (168, 2) = 790.820007, (168, 3) = 814.900024, (168, 4) = 756.130005, (168, 5) = 757.119995, (168, 6) = 533832000, (168, 7) = 757.119995, (169, 1) = "1997-02-03", (169, 2) = 786.159973, (169, 3) = 817.679993, (169, 4) = 773.429993, (169, 5) = 790.820007, (169, 6) = 538116300, (169, 7) = 790.820007, (170, 1) = "1997-01-02", (170, 2) = 740.73999, (170, 3) = 794.669983, (170, 4) = 729.549988, (170, 5) = 786.159973, (170, 6) = 555199000, (170, 7) = 786.159973, (171, 1) = "1996-12-02", (171, 2) = 757.02002, (171, 3) = 761.75, (171, 4) = 716.690002, (171, 5) = 740.73999, (171, 6) = 451853800, (171, 7) = 740.73999, (172, 1) = "1996-11-01", (172, 2) = 705.27002, (172, 3) = 762.119995, (172, 4) = 701.299988, (172, 5) = 757.02002, (172, 6) = 438942000, (172, 7) = 757.02002, (173, 1) = "1996-10-01", (173, 2) = 687.309998, (173, 3) = 714.099976, (173, 4) = 684.440002, (173, 5) = 705.27002, (173, 6) = 442891700, (173, 7) = 705.27002, (174, 1) = "1996-09-03", (174, 2) = 651.98999, (174, 3) = 690.880005, (174, 4) = 643.969971, (174, 5) = 687.330017, (174, 6) = 422632000, (174, 7) = 687.330017, (175, 1) = "1996-08-01", (175, 2) = 639.950012, (175, 3) = 670.679993, (175, 4) = 639.48999, (175, 5) = 651.98999, (175, 6) = 347213600, (175, 7) = 651.98999, (176, 1) = "1996-07-01", (176, 2) = 670.630005, (176, 3) = 675.880005, (176, 4) = 605.880005, (176, 5) = 639.950012, (176, 6) = 420610000, (176, 7) = 639.950012, (177, 1) = "1996-06-03", (177, 2) = 669.119995, (177, 3) = 680.320007, (177, 4) = 658.75, (177, 5) = 670.630005, (177, 6) = 420065000, (177, 7) = 670.630005, (178, 1) = "1996-05-01", (178, 2) = 654.169983, (178, 3) = 681.099976, (178, 4) = 630.070007, (178, 5) = 669.119995, (178, 6) = 421495000, (178, 7) = 669.119995, (179, 1) = "1996-04-01", (179, 2) = 645.50, (179, 3) = 656.679993, (179, 4) = 624.140015, (179, 5) = 654.169983, (179, 6) = 441379500, (179, 7) = 654.169983, (180, 1) = "1996-03-01", (180, 2) = 640.429993, (180, 3) = 656.969971, (180, 4) = 627.630005, (180, 5) = 645.50, (180, 6) = 447510000, (180, 7) = 645.50, (181, 1) = "1996-02-01", (181, 2) = 636.02002, (181, 3) = 664.22998, (181, 4) = 633.710022, (181, 5) = 640.429993, (181, 6) = 460156500, (181, 7) = 640.429993, (182, 1) = "1996-01-02", (182, 2) = 615.929993, (182, 3) = 636.179993, (182, 4) = 597.289978, (182, 5) = 636.02002, (182, 6) = 439102700, (182, 7) = 636.02002, (183, 1) = "1995-12-01", (183, 2) = 605.369995, (183, 3) = 622.880005, (183, 4) = 605.049988, (183, 5) = 615.929993, (183, 6) = 400939500, (183, 7) = 615.929993, (184, 1) = "1995-11-01", (184, 2) = 581.50, (184, 3) = 608.690002, (184, 4) = 581.039978, (184, 5) = 605.369995, (184, 6) = 382961900, (184, 7) = 605.369995, (185, 1) = "1995-10-02", (185, 2) = 584.409973, (185, 3) = 590.659973, (185, 4) = 571.549988, (185, 5) = 581.50, (185, 6) = 382759500, (185, 7) = 581.50, (186, 1) = "1995-09-01", (186, 2) = 561.880005, (186, 3) = 587.609985, (186, 4) = 561.01001, (186, 5) = 584.409973, (186, 6) = 369404000, (186, 7) = 584.409973, (187, 1) = "1995-08-01", (187, 2) = 562.059998, (187, 3) = 565.619995, (187, 4) = 553.039978, (187, 5) = 561.880005, (187, 6) = 323806000, (187, 7) = 561.880005, (188, 1) = "1995-07-03", (188, 2) = 544.75, (188, 3) = 565.400024, (188, 4) = 542.51001, (188, 5) = 562.059998, (188, 6) = 379995500, (188, 7) = 562.059998, (189, 1) = "1995-06-01", (189, 2) = 533.400024, (189, 3) = 551.070007, (189, 4) = 526.00, (189, 5) = 544.75, (189, 6) = 357604500, (189, 7) = 544.75, (190, 1) = "1995-05-01", (190, 2) = 514.76001, (190, 3) = 533.409973, (190, 4) = 513.030029, (190, 5) = 533.400024, (190, 6) = 359721300, (190, 7) = 533.400024, (191, 1) = "1995-04-03", (191, 2) = 500.700012, (191, 3) = 515.289978, (191, 4) = 500.200012, (191, 5) = 514.710022, (191, 6) = 348814200, (191, 7) = 514.710022, (192, 1) = "1995-03-01", (192, 2) = 487.390015, (192, 3) = 508.149994, (192, 4) = 479.700012, (192, 5) = 500.709991, (192, 6) = 354150400, (192, 7) = 500.709991, (193, 1) = "1995-02-01", (193, 2) = 470.420013, (193, 3) = 489.190002, (193, 4) = 469.290009, (193, 5) = 487.390015, (193, 6) = 349858900, (193, 7) = 487.390015, (194, 1) = "1995-01-03", (194, 2) = 459.209991, (194, 3) = 471.359985, (194, 4) = 457.200012, (194, 5) = 470.420013, (194, 6) = 345888000, (194, 7) = 470.420013, (195, 1) = "1994-12-01", (195, 2) = 453.549988, (195, 3) = 462.730011, (195, 4) = 442.880005, (195, 5) = 459.269989, (195, 6) = 314656600, (195, 7) = 459.269989, (196, 1) = "1994-11-01", (196, 2) = 472.26001, (196, 3) = 472.26001, (196, 4) = 444.179993, (196, 5) = 453.690002, (196, 6) = 311899500, (196, 7) = 453.690002, (197, 1) = "1994-10-03", (197, 2) = 462.690002, (197, 3) = 474.73999, (197, 4) = 449.269989, (197, 5) = 472.350006, (197, 6) = 316548500, (197, 7) = 472.350006, (198, 1) = "1994-09-01", (198, 2) = 475.48999, (198, 3) = 475.48999, (198, 4) = 458.470001, (198, 5) = 462.709991, (198, 6) = 306893800, (198, 7) = 462.709991, (199, 1) = "1994-08-01", (199, 2) = 458.279999, (199, 3) = 477.589996, (199, 4) = 456.079987, (199, 5) = 475.48999, (199, 6) = 293626000, (199, 7) = 475.48999, (200, 1) = "1994-07-01", (200, 2) = 444.269989, (200, 3) = 459.329987, (200, 4) = 443.579987, (200, 5) = 458.26001, (200, 6) = 262483000, (200, 7) = 458.26001, (201, 1) = "1994-06-01", (201, 2) = 456.50, (201, 3) = 463.230011, (201, 4) = 439.829987, (201, 5) = 444.269989, (201, 6) = 279367200, (201, 7) = 444.269989, (202, 1) = "1994-05-02", (202, 2) = 450.910004, (202, 3) = 457.769989, (202, 4) = 440.779999, (202, 5) = 456.50, (202, 6) = 280603300, (202, 7) = 456.50, (203, 1) = "1994-04-04", (203, 2) = 445.660004, (203, 3) = 452.790009, (203, 4) = 435.859985, (203, 5) = 450.910004, (203, 6) = 317314700, (203, 7) = 450.910004, (204, 1) = "1994-03-01", (204, 2) = 467.190002, (204, 3) = 471.089996, (204, 4) = 436.160004, (204, 5) = 445.769989, (204, 6) = 331677800, (204, 7) = 445.769989, (205, 1) = "1994-02-01", (205, 2) = 481.600006, (205, 3) = 482.230011, (205, 4) = 464.26001, (205, 5) = 467.140015, (205, 6) = 322199400, (205, 7) = 467.140015, (206, 1) = "1994-01-03", (206, 2) = 466.51001, (206, 3) = 482.850006, (206, 4) = 464.359985, (206, 5) = 481.609985, (206, 6) = 330964700, (206, 7) = 481.609985, (207, 1) = "1993-12-01", (207, 2) = 461.929993, (207, 3) = 471.290009, (207, 4) = 461.450012, (207, 5) = 466.450012, (207, 6) = 270900000, (207, 7) = 466.450012, (208, 1) = "1993-11-01", (208, 2) = 467.829987, (208, 3) = 469.109985, (208, 4) = 454.359985, (208, 5) = 461.790009, (208, 6) = 293489000, (208, 7) = 461.790009, (209, 1) = "1993-10-01", (209, 2) = 458.929993, (209, 3) = 471.100006, (209, 4) = 456.399994, (209, 5) = 467.829987, (209, 6) = 295763300, (209, 7) = 467.829987, (210, 1) = "1993-09-01", (210, 2) = 463.549988, (210, 3) = 463.799988, (210, 4) = 449.640015, (210, 5) = 458.929993, (210, 6) = 277795200, (210, 7) = 458.929993, (211, 1) = "1993-08-02", (211, 2) = 448.130005, (211, 3) = 463.559998, (211, 4) = 446.940002, (211, 5) = 463.559998, (211, 6) = 261774000, (211, 7) = 463.559998, (212, 1) = "1993-07-01", (212, 2) = 450.540009, (212, 3) = 451.149994, (212, 4) = 441.399994, (212, 5) = 448.130005, (212, 6) = 264902300, (212, 7) = 448.130005, (213, 1) = "1993-06-01", (213, 2) = 450.230011, (213, 3) = 455.630005, (213, 4) = 442.50, (213, 5) = 450.529999, (213, 6) = 264796300, (213, 7) = 450.529999, (214, 1) = "1993-05-03", (214, 2) = 440.190002, (214, 3) = 454.549988, (214, 4) = 436.859985, (214, 5) = 450.190002, (214, 6) = 265823000, (214, 7) = 450.190002, (215, 1) = "1993-04-01", (215, 2) = 451.670013, (215, 3) = 452.630005, (215, 4) = 432.299988, (215, 5) = 440.190002, (215, 6) = 290506100, (215, 7) = 440.190002, (216, 1) = "1993-03-01", (216, 2) = 443.380005, (216, 3) = 456.76001, (216, 4) = 441.070007, (216, 5) = 451.670013, (216, 6) = 262875600, (216, 7) = 451.670013, (217, 1) = "1993-02-01", (217, 2) = 438.779999, (217, 3) = 450.040009, (217, 4) = 428.25, (217, 5) = 443.380005, (217, 6) = 298768900, (217, 7) = 443.380005, (218, 1) = "1993-01-04", (218, 2) = 435.700012, (218, 3) = 442.660004, (218, 4) = 426.880005, (218, 5) = 438.779999, (218, 6) = 276402500, (218, 7) = 438.779999, (219, 1) = "1992-12-01", (219, 2) = 431.350006, (219, 3) = 442.649994, (219, 4) = 428.609985, (219, 5) = 435.709991, (219, 6) = 229184500, (219, 7) = 435.709991, (220, 1) = "1992-11-02", (220, 2) = 418.660004, (220, 3) = 431.929993, (220, 4) = 415.579987, (220, 5) = 431.350006, (220, 6) = 218946000, (220, 7) = 431.350006, (221, 1) = "1992-10-01", (221, 2) = 417.799988, (221, 3) = 421.160004, (221, 4) = 396.799988, (221, 5) = 418.679993, (221, 6) = 214042700, (221, 7) = 418.679993, (222, 1) = "1992-09-01", (222, 2) = 414.029999, (222, 3) = 425.269989, (222, 4) = 412.709991, (222, 5) = 417.799988, (222, 6) = 200396100, (222, 7) = 417.799988, (223, 1) = "1992-08-03", (223, 2) = 424.190002, (223, 3) = 425.140015, (223, 4) = 408.299988, (223, 5) = 414.029999, (223, 6) = 181680900, (223, 7) = 414.029999, (224, 1) = "1992-07-01", (224, 2) = 408.200012, (224, 3) = 424.799988, (224, 4) = 407.200012, (224, 5) = 424.209991, (224, 6) = 201733600, (224, 7) = 424.209991, (225, 1) = "1992-06-01", (225, 2) = 415.350006, (225, 3) = 417.299988, (225, 4) = 399.920013, (225, 5) = 408.140015, (225, 6) = 202516300, (225, 7) = 408.140015, (226, 1) = "1992-05-01", (226, 2) = 414.950012, (226, 3) = 418.75, (226, 4) = 409.850006, (226, 5) = 415.350006, (226, 6) = 192399500, (226, 7) = 415.350006, (227, 1) = "1992-04-01", (227, 2) = 403.670013, (227, 3) = 416.279999, (227, 4) = 392.410004, (227, 5) = 414.950012, (227, 6) = 216163300, (227, 7) = 414.950012, (228, 1) = "1992-03-02", (228, 2) = 412.679993, (228, 3) = 413.779999, (228, 4) = 401.940002, (228, 5) = 403.690002, (228, 6) = 193118100, (228, 7) = 403.690002, (229, 1) = "1992-02-03", (229, 2) = 408.790009, (229, 3) = 418.079987, (229, 4) = 406.339996, (229, 5) = 412.700012, (229, 6) = 235259400, (229, 7) = 412.700012, (230, 1) = "1992-01-02", (230, 2) = 417.029999, (230, 3) = 421.179993, (230, 4) = 408.640015, (230, 5) = 408.779999, (230, 6) = 249268100, (230, 7) = 408.779999, (231, 1) = "1991-12-02", (231, 2) = 375.109985, (231, 3) = 418.320007, (231, 4) = 371.359985, (231, 5) = 417.089996, (231, 6) = 209637600, (231, 7) = 417.089996, (232, 1) = "1991-11-01", (232, 2) = 392.459991, (232, 3) = 398.220001, (232, 4) = 371.630005, (232, 5) = 375.220001, (232, 6) = 190722500, (232, 7) = 375.220001, (233, 1) = "1991-10-01", (233, 2) = 387.859985, (233, 3) = 393.809998, (233, 4) = 376.109985, (233, 5) = 392.450012, (233, 6) = 185306900, (233, 7) = 392.450012, (234, 1) = "1991-09-03", (234, 2) = 395.429993, (234, 3) = 397.619995, (234, 4) = 382.769989, (234, 5) = 387.859985, (234, 6) = 170388500, (234, 7) = 387.859985, (235, 1) = "1991-08-01", (235, 2) = 387.809998, (235, 3) = 396.820007, (235, 4) = 374.089996, (235, 5) = 395.429993, (235, 6) = 175330000, (235, 7) = 395.429993, (236, 1) = "1991-07-01", (236, 2) = 371.179993, (236, 3) = 387.809998, (236, 4) = 370.920013, (236, 5) = 387.809998, (236, 6) = 165836300, (236, 7) = 387.809998, (237, 1) = "1991-06-03", (237, 2) = 389.809998, (237, 3) = 389.809998, (237, 4) = 367.980011, (237, 5) = 371.160004, (237, 6) = 171125000, (237, 7) = 371.160004, (238, 1) = "1991-05-01", (238, 2) = 375.350006, (238, 3) = 389.850006, (238, 4) = 365.829987, (238, 5) = 389.829987, (238, 6) = 180533600, (238, 7) = 389.829987, (239, 1) = "1991-04-01", (239, 2) = 375.220001, (239, 3) = 391.26001, (239, 4) = 370.269989, (239, 5) = 375.339996, (239, 6) = 191974000, (239, 7) = 375.339996, (240, 1) = "1991-03-01", (240, 2) = 367.070007, (240, 3) = 379.660004, (240, 4) = 363.730011, (240, 5) = 375.220001, (240, 6) = 203933500, (240, 7) = 375.220001, (241, 1) = "1991-02-01", (241, 2) = 343.910004, (241, 3) = 370.959991, (241, 4) = 340.369995, (241, 5) = 367.070007, (241, 6) = 238220000, (241, 7) = 367.070007, (242, 1) = "1991-01-02", (242, 2) = 330.200012, (242, 3) = 343.929993, (242, 4) = 309.350006, (242, 5) = 343.929993, (242, 6) = 175670900, (242, 7) = 343.929993, (243, 1) = "1990-12-03", (243, 2) = 322.230011, (243, 3) = 333.980011, (243, 4) = 321.970001, (243, 5) = 330.220001, (243, 6) = 161548000, (243, 7) = 330.220001, (244, 1) = "1990-11-01", (244, 2) = 303.98999, (244, 3) = 323.019989, (244, 4) = 301.609985, (244, 5) = 322.220001, (244, 6) = 159148500, (244, 7) = 322.220001, (245, 1) = "1990-10-01", (245, 2) = 306.100006, (245, 3) = 319.690002, (245, 4) = 294.51001, (245, 5) = 304.00, (245, 6) = 166433000, (245, 7) = 304.00, (246, 1) = "1990-09-04", (246, 2) = 322.559998, (246, 3) = 326.529999, (246, 4) = 295.980011, (246, 5) = 306.049988, (246, 6) = 152015200, (246, 7) = 306.049988, (247, 1) = "1990-08-01", (247, 2) = 356.149994, (247, 3) = 357.350006, (247, 4) = 306.179993, (247, 5) = 322.559998, (247, 6) = 179009100, (247, 7) = 322.559998, (248, 1) = "1990-07-02", (248, 2) = 358.019989, (248, 3) = 369.779999, (248, 4) = 350.089996, (248, 5) = 356.149994, (248, 6) = 168996100, (248, 7) = 356.149994, (249, 1) = "1990-06-01", (249, 2) = 361.26001, (249, 3) = 368.779999, (249, 4) = 351.230011, (249, 5) = 358.019989, (249, 6) = 160561400, (249, 7) = 358.019989, (250, 1) = "1990-05-01", (250, 2) = 330.799988, (250, 3) = 362.26001, (250, 4) = 330.799988, (250, 5) = 361.230011, (250, 6) = 171016800, (250, 7) = 361.230011, (251, 1) = "1990-04-02", (251, 2) = 339.940002, (251, 3) = 347.299988, (251, 4) = 327.76001, (251, 5) = 330.799988, (251, 6) = 146198500, (251, 7) = 330.799988, (252, 1) = "1990-03-01", (252, 2) = 331.890015, (252, 3) = 344.48999, (252, 4) = 331.079987, (252, 5) = 339.940002, (252, 6) = 155573600, (252, 7) = 339.940002, (253, 1) = "1990-02-01", (253, 2) = 329.079987, (253, 3) = 336.089996, (253, 4) = 322.100006, (253, 5) = 331.890015, (253, 6) = 165598400, (253, 7) = 331.890015, (254, 1) = "1990-01-02", (254, 2) = 353.399994, (254, 3) = 360.589996, (254, 4) = 319.829987, (254, 5) = 329.079987, (254, 6) = 181041300, (254, 7) = 329.079987, (255, 1) = "1989-12-01", (255, 2) = 346.01001, (255, 3) = 354.100006, (255, 4) = 339.630005, (255, 5) = 353.399994, (255, 6) = 167968000, (255, 7) = 353.399994, (256, 1) = "1989-11-01", (256, 2) = 340.359985, (256, 3) = 346.50, (256, 4) = 330.910004, (256, 5) = 345.98999, (256, 6) = 151683800, (256, 7) = 345.98999, (257, 1) = "1989-10-02", (257, 2) = 349.149994, (257, 3) = 360.440002, (257, 4) = 327.119995, (257, 5) = 340.359985, (257, 6) = 190398600, (257, 7) = 340.359985, (258, 1) = "1989-09-01", (258, 2) = 351.450012, (258, 3) = 354.130005, (258, 4) = 341.369995, (258, 5) = 349.149994, (258, 6) = 159516000, (258, 7) = 349.149994, (259, 1) = "1989-08-01", (259, 2) = 346.079987, (259, 3) = 352.730011, (259, 4) = 339.00, (259, 5) = 351.450012, (259, 6) = 177996500, (259, 7) = 351.450012, (260, 1) = "1989-07-03", (260, 2) = 317.980011, (260, 3) = 346.079987, (260, 4) = 317.26001, (260, 5) = 346.079987, (260, 6) = 170784000, (260, 7) = 346.079987, (261, 1) = "1989-06-01", (261, 2) = 320.51001, (261, 3) = 329.190002, (261, 4) = 314.380005, (261, 5) = 317.980011, (261, 6) = 188049000, (261, 7) = 317.980011, (262, 1) = "1989-05-01", (262, 2) = 309.640015, (262, 3) = 323.059998, (262, 4) = 304.059998, (262, 5) = 320.519989, (262, 6) = 177720400, (262, 7) = 320.519989, (263, 1) = "1989-04-03", (263, 2) = 294.869995, (263, 3) = 310.450012, (263, 4) = 294.350006, (263, 5) = 309.640015, (263, 6) = 169782000, (263, 7) = 309.640015, (264, 1) = "1989-03-01", (264, 2) = 288.859985, (264, 3) = 299.98999, (264, 4) = 286.459991, (264, 5) = 294.869995, (264, 6) = 167067700, (264, 7) = 294.869995, (265, 1) = "1989-02-01", (265, 2) = 297.470001, (265, 3) = 300.570007, (265, 4) = 286.26001, (265, 5) = 288.859985, (265, 6) = 177037300, (265, 7) = 288.859985, (266, 1) = "1989-01-03", (266, 2) = 277.720001, (266, 3) = 297.51001, (266, 4) = 273.809998, (266, 5) = 297.470001, (266, 6) = 177441400, (266, 7) = 297.470001, (267, 1) = "1988-12-01", (267, 2) = 273.679993, (267, 3) = 280.450012, (267, 4) = 270.470001, (267, 5) = 277.720001, (267, 6) = 141529000, (267, 7) = 277.720001, (268, 1) = "1988-11-01", (268, 2) = 278.970001, (268, 3) = 280.369995, (268, 4) = 262.850006, (268, 5) = 273.700012, (268, 6) = 141934700, (268, 7) = 273.700012, (269, 1) = "1988-10-03", (269, 2) = 271.890015, (269, 3) = 283.950012, (269, 4) = 268.839996, (269, 5) = 278.970001, (269, 6) = 169458000, (269, 7) = 278.970001, (270, 1) = "1988-09-01", (270, 2) = 261.519989, (270, 3) = 274.869995, (270, 4) = 256.980011, (270, 5) = 271.910004, (270, 6) = 154057100, (270, 7) = 271.910004, (271, 1) = "1988-08-01", (271, 2) = 272.029999, (271, 3) = 274.200012, (271, 4) = 256.529999, (271, 5) = 261.519989, (271, 6) = 150345600, (271, 7) = 261.519989, (272, 1) = "1988-07-01", (272, 2) = 273.50, (272, 3) = 276.359985, (272, 4) = 262.480011, (272, 5) = 272.019989, (272, 6) = 176540500, (272, 7) = 272.019989, (273, 1) = "1988-06-01", (273, 2) = 262.160004, (273, 3) = 276.880005, (273, 4) = 262.100006, (273, 5) = 273.50, (273, 6) = 206096300, (273, 7) = 273.50, (274, 1) = "1988-05-02", (274, 2) = 261.359985, (274, 3) = 263.700012, (274, 4) = 248.850006, (274, 5) = 262.160004, (274, 6) = 165665700, (274, 7) = 262.160004, (275, 1) = "1988-04-04", (275, 2) = 258.890015, (275, 3) = 272.049988, (275, 4) = 254.710007, (275, 5) = 261.329987, (275, 6) = 169819000, (275, 7) = 261.329987, (276, 1) = "1988-03-01", (276, 2) = 267.820007, (276, 3) = 272.640015, (276, 4) = 256.070007, (276, 5) = 258.890015, (276, 6) = 182297300, (276, 7) = 258.890015, (277, 1) = "1988-02-01", (277, 2) = 257.049988, (277, 3) = 267.820007, (277, 4) = 247.820007, (277, 5) = 267.820007, (277, 6) = 196464500, (277, 7) = 267.820007, (278, 1) = "1988-01-04", (278, 2) = 247.100006, (278, 3) = 261.779999, (278, 4) = 240.169998, (278, 5) = 257.070007, (278, 6) = 185329000, (278, 7) = 257.070007, (279, 1) = "1987-12-01", (279, 2) = 230.320007, (279, 3) = 253.350006, (279, 4) = 221.240005, (279, 5) = 247.080002, (279, 6) = 186222200, (279, 7) = 247.080002, (280, 1) = "1987-11-02", (280, 2) = 251.729996, (280, 3) = 257.209991, (280, 4) = 225.75, (280, 5) = 230.300003, (280, 6) = 192922000, (280, 7) = 230.300003, (281, 1) = "1987-10-01", (281, 2) = 321.829987, (281, 3) = 328.940002, (281, 4) = 216.460007, (281, 5) = 251.789993, (281, 6) = 290813600, (281, 7) = 251.789993, (282, 1) = "1987-09-01", (282, 2) = 329.809998, (282, 3) = 332.179993, (282, 4) = 308.559998, (282, 5) = 321.829987, (282, 6) = 186014200, (282, 7) = 321.829987, (283, 1) = "1987-08-03", (283, 2) = 318.619995, (283, 3) = 337.890015, (283, 4) = 314.51001, (283, 5) = 329.799988, (283, 6) = 201342800, (283, 7) = 329.799988, (284, 1) = "1987-07-01", (284, 2) = 303.98999, (284, 3) = 318.850006, (284, 4) = 302.529999, (284, 5) = 318.660004, (284, 6) = 188559000, (284, 7) = 318.660004, (285, 1) = "1987-06-01", (285, 2) = 290.119995, (285, 3) = 310.269989, (285, 4) = 286.929993, (285, 5) = 304.00, (285, 6) = 170931800, (285, 7) = 304.00, (286, 1) = "1987-05-01", (286, 2) = 286.98999, (286, 3) = 298.690002, (286, 4) = 277.01001, (286, 5) = 290.100006, (286, 6) = 178560000, (286, 7) = 290.100006, (287, 1) = "1987-04-01", (287, 2) = 291.589996, (287, 3) = 303.649994, (287, 4) = 275.670013, (287, 5) = 288.359985, (287, 6) = 195942800, (287, 7) = 288.359985, (288, 1) = "1987-03-02", (288, 2) = 284.170013, (288, 3) = 302.720001, (288, 4) = 282.299988, (288, 5) = 291.700012, (288, 6) = 188040900, (288, 7) = 291.700012, (289, 1) = "1987-02-02", (289, 2) = 274.079987, (289, 3) = 287.549988, (289, 4) = 273.160004, (289, 5) = 284.200012, (289, 6) = 190952600, (289, 7) = 284.200012, (290, 1) = "1987-01-02", (290, 2) = 242.169998, (290, 3) = 280.959991, (290, 4) = 242.169998, (290, 5) = 274.079987, (290, 6) = 200203800, (290, 7) = 274.079987, (291, 1) = "1986-12-01", (291, 2) = 249.220001, (291, 3) = 254.869995, (291, 4) = 241.279999, (291, 5) = 242.169998, (291, 6) = 154548600, (291, 7) = 242.169998, (292, 1) = "1986-11-03", (292, 2) = 243.970001, (292, 3) = 249.220001, (292, 4) = 235.509995, (292, 5) = 249.220001, (292, 6) = 159703100, (292, 7) = 249.220001, (293, 1) = "1986-10-01", (293, 2) = 231.320007, (293, 3) = 244.509995, (293, 4) = 231.320007, (293, 5) = 243.979996, (293, 6) = 137562600, (293, 7) = 243.979996, (294, 1) = "1986-09-02", (294, 2) = 252.929993, (294, 3) = 254.130005, (294, 4) = 228.080002, (294, 5) = 231.320007, (294, 6) = 156723800, (294, 7) = 231.320007, (295, 1) = "1986-08-01", (295, 2) = 236.119995, (295, 3) = 254.240005, (295, 4) = 231.919998, (295, 5) = 252.929993, (295, 6) = 134628500, (295, 7) = 252.929993, (296, 1) = "1986-07-01", (296, 2) = 250.669998, (296, 3) = 253.199997, (296, 4) = 233.070007, (296, 5) = 236.119995, (296, 6) = 142845400, (296, 7) = 236.119995, (297, 1) = "1986-06-02", (297, 2) = 246.039993, (297, 3) = 251.809998, (297, 4) = 238.229996, (297, 5) = 250.839996, (297, 6) = 132604700, (297, 7) = 250.839996, (298, 1) = "1986-05-01", (298, 2) = 235.520004, (298, 3) = 249.190002, (298, 4) = 232.259995, (298, 5) = 247.350006, (298, 6) = 134830400, (298, 7) = 247.350006, (299, 1) = "1986-04-01", (299, 2) = 238.899994, (299, 3) = 245.470001, (299, 4) = 226.300003, (299, 5) = 235.520004, (299, 6) = 153995400, (299, 7) = 235.520004, (300, 1) = "1986-03-03", (300, 2) = 226.919998, (300, 3) = 240.110001, (300, 4) = 222.179993, (300, 5) = 238.899994, (300, 6) = 167450000, (300, 7) = 238.899994, (301, 1) = "1986-02-03", (301, 2) = 211.779999, (301, 3) = 227.919998, (301, 4) = 210.820007, (301, 5) = 226.919998, (301, 6) = 162673600, (301, 7) = 226.919998, (302, 1) = "1986-01-02", (302, 2) = 211.279999, (302, 3) = 214.570007, (302, 4) = 202.600006, (302, 5) = 211.779999, (302, 6) = 137386800, (302, 7) = 211.779999, (303, 1) = "1985-12-02", (303, 2) = 202.169998, (303, 3) = 213.080002, (303, 4) = 200.100006, (303, 5) = 211.279999, (303, 6) = 138908500, (303, 7) = 211.279999, (304, 1) = "1985-11-01", (304, 2) = 189.820007, (304, 3) = 203.399994, (304, 4) = 189.369995, (304, 5) = 202.169998, (304, 6) = 126471500, (304, 7) = 202.169998, (305, 1) = "1985-10-01", (305, 2) = 182.059998, (305, 3) = 190.149994, (305, 4) = 181.160004, (305, 5) = 189.820007, (305, 6) = 115858200, (305, 7) = 189.820007, (306, 1) = "1985-09-03", (306, 2) = 188.630005, (306, 3) = 188.800003, (306, 4) = 179.449997, (306, 5) = 182.080002, (306, 6) = 103355700, (306, 7) = 182.080002, (307, 1) = "1985-08-01", (307, 2) = 190.919998, (307, 3) = 192.169998, (307, 4) = 186.100006, (307, 5) = 188.630005, (307, 6) = 91128100, (307, 7) = 188.630005, (308, 1) = "1985-07-01", (308, 2) = 191.850006, (308, 3) = 196.070007, (308, 4) = 189.300003, (308, 5) = 190.919998, (308, 6) = 117603100, (308, 7) = 190.919998, (309, 1) = "1985-06-03", (309, 2) = 189.550003, (309, 3) = 191.850006, (309, 4) = 185.029999, (309, 5) = 191.850006, (309, 6) = 111110000, (309, 7) = 191.850006, (310, 1) = "1985-05-01", (310, 2) = 179.830002, (310, 3) = 189.979996, (310, 4) = 178.350006, (310, 5) = 189.550003, (310, 6) = 112929000, (310, 7) = 189.550003, (311, 1) = "1985-04-01", (311, 2) = 180.660004, (311, 3) = 183.610001, (311, 4) = 177.860001, (311, 5) = 179.830002, (311, 6) = 99699000, (311, 7) = 179.830002, (312, 1) = "1985-03-01", (312, 2) = 181.179993, (312, 3) = 183.889999, (312, 4) = 176.529999, (312, 5) = 180.660004, (312, 6) = 107356600, (312, 7) = 180.660004, (313, 1) = "1985-02-01", (313, 2) = 179.630005, (313, 3) = 183.949997, (313, 4) = 177.75, (313, 5) = 181.179993, (313, 6) = 120806300, (313, 7) = 181.179993, (314, 1) = "1985-01-02", (314, 2) = 167.199997, (314, 3) = 180.270004, (314, 4) = 163.360001, (314, 5) = 179.630005, (314, 6) = 127555000, (314, 7) = 179.630005, (315, 1) = "1984-12-03", (315, 2) = 163.580002, (315, 3) = 169.029999, (315, 4) = 161.539993, (315, 5) = 167.240005, (315, 6) = 93063000, (315, 7) = 167.240005, (316, 1) = "1984-11-01", (316, 2) = 166.089996, (316, 3) = 170.410004, (316, 4) = 162.990005, (316, 5) = 163.580002, (316, 6) = 87374200, (316, 7) = 163.580002, (317, 1) = "1984-10-01", (317, 2) = 166.100006, (317, 3) = 169.619995, (317, 4) = 160.020004, (317, 5) = 166.089996, (317, 6) = 95744300, (317, 7) = 166.089996, (318, 1) = "1984-09-04", (318, 2) = 166.679993, (318, 3) = 169.649994, (318, 4) = 163.059998, (318, 5) = 166.100006, (318, 6) = 97242600, (318, 7) = 166.100006, (319, 1) = "1984-08-01", (319, 2) = 150.660004, (319, 3) = 168.800003, (319, 4) = 150.660004, (319, 5) = 166.679993, (319, 6) = 112364300, (319, 7) = 166.679993, (320, 1) = "1984-07-02", (320, 2) = 153.160004, (320, 3) = 153.869995, (320, 4) = 147.259995, (320, 5) = 150.660004, (320, 6) = 83290900, (320, 7) = 150.660004, (321, 1) = "1984-06-01", (321, 2) = 150.550003, (321, 3) = 155.639999, (321, 4) = 148.529999, (321, 5) = 153.179993, (321, 6) = 90649500, (321, 7) = 153.179993, (322, 1) = "1984-05-01", (322, 2) = 160.050003, (322, 3) = 162.110001, (322, 4) = 148.679993, (322, 5) = 150.550003, (322, 6) = 91883600, (322, 7) = 150.550003, (323, 1) = "1984-04-02", (323, 2) = 159.179993, (323, 3) = 160.690002, (323, 4) = 154.119995, (323, 5) = 160.050003, (323, 6) = 89513500, (323, 7) = 160.050003, (324, 1) = "1984-03-01", (324, 2) = 157.059998, (324, 3) = 160.460007, (324, 4) = 153.770004, (324, 5) = 159.179993, (324, 6) = 87568600, (324, 7) = 159.179993, (325, 1) = "1984-02-01", (325, 2) = 163.410004, (325, 3) = 164.00, (325, 4) = 152.130005, (325, 5) = 157.059998, (325, 6) = 101281000, (325, 7) = 157.059998, (326, 1) = "1984-01-03", (326, 2) = 164.929993, (326, 3) = 169.539993, (326, 4) = 162.029999, (326, 5) = 163.410004, (326, 6) = 110912800, (326, 7) = 163.410004, (327, 1) = "1983-12-01", (327, 2) = 166.369995, (327, 3) = 166.770004, (327, 4) = 161.580002, (327, 5) = 164.929993, (327, 6) = 91461900, (327, 7) = 164.929993, (328, 1) = "1983-11-01", (328, 2) = 163.550003, (328, 3) = 168.070007, (328, 4) = 161.630005, (328, 5) = 166.399994, (328, 6) = 92130400, (328, 7) = 166.399994, (329, 1) = "1983-10-03", (329, 2) = 165.990005, (329, 3) = 172.649994, (329, 4) = 162.860001, (329, 5) = 163.550003, (329, 6) = 89241900, (329, 7) = 163.550003, (330, 1) = "1983-09-01", (330, 2) = 164.399994, (330, 3) = 170.410004, (330, 4) = 163.949997, (330, 5) = 166.070007, (330, 6) = 86222300, (330, 7) = 166.070007, (331, 1) = "1983-08-01", (331, 2) = 162.339996, (331, 3) = 165.910004, (331, 4) = 158.50, (331, 5) = 164.399994, (331, 6) = 77705600, (331, 7) = 164.399994, (332, 1) = "1983-07-01", (332, 2) = 168.110001, (332, 3) = 170.720001, (332, 4) = 161.50, (332, 5) = 162.559998, (332, 6) = 84270500, (332, 7) = 162.559998, (333, 1) = "1983-06-01", (333, 2) = 162.380005, (333, 3) = 171.600006, (333, 4) = 160.800003, (333, 5) = 167.639999, (333, 6) = 93189500, (333, 7) = 167.639999, (334, 1) = "1983-05-02", (334, 2) = 164.410004, (334, 3) = 166.990005, (334, 4) = 160.289993, (334, 5) = 162.389999, (334, 6) = 96525700, (334, 7) = 162.389999, (335, 1) = "1983-04-04", (335, 2) = 152.919998, (335, 3) = 164.429993, (335, 4) = 150.169998, (335, 5) = 164.429993, (335, 6) = 94631000, (335, 7) = 164.429993, (336, 1) = "1983-03-01", (336, 2) = 148.070007, (336, 3) = 155.020004, (336, 4) = 148.070007, (336, 5) = 152.960007, (336, 6) = 87064700, (336, 7) = 152.960007, (337, 1) = "1983-02-01", (337, 2) = 145.289993, (337, 3) = 150.880005, (337, 4) = 141.899994, (337, 5) = 148.059998, (337, 6) = 89431500, (337, 7) = 148.059998, (338, 1) = "1983-01-03", (338, 2) = 140.649994, (338, 3) = 148.360001, (338, 4) = 138.080002, (338, 5) = 145.300003, (338, 6) = 91654200, (338, 7) = 145.300003, (339, 1) = "1982-12-01", (339, 2) = 138.559998, (339, 3) = 143.679993, (339, 4) = 134.789993, (339, 5) = 140.639999, (339, 6) = 78372200, (339, 7) = 140.639999, (340, 1) = "1982-11-01", (340, 2) = 133.720001, (340, 3) = 144.360001, (340, 4) = 132.889999, (340, 5) = 138.529999, (340, 6) = 92881400, (340, 7) = 138.529999, (341, 1) = "1982-10-01", (341, 2) = 120.400002, (341, 3) = 140.399994, (341, 4) = 120.150002, (341, 5) = 133.720001, (341, 6) = 102066100, (341, 7) = 133.720001, (342, 1) = "1982-09-01", (342, 2) = 119.519997, (342, 3) = 126.43, (342, 4) = 117.839996, (342, 5) = 120.419998, (342, 6) = 76697600, (342, 7) = 120.419998, (343, 1) = "1982-08-02", (343, 2) = 107.709999, (343, 3) = 120.260002, (343, 4) = 102.199997, (343, 5) = 119.510002, (343, 6) = 79960400, (343, 7) = 119.510002, (344, 1) = "1982-07-01", (344, 2) = 109.519997, (344, 3) = 112.389999, (344, 4) = 105.57, (344, 5) = 107.089996, (344, 6) = 56402800, (344, 7) = 107.089996, (345, 1) = "1982-06-01", (345, 2) = 111.970001, (345, 3) = 112.480003, (345, 4) = 107.010002, (345, 5) = 109.610001, (345, 6) = 53445900, (345, 7) = 109.610001, (346, 1) = "1982-05-03", (346, 2) = 115.959999, (346, 3) = 119.919998, (346, 4) = 111.660004, (346, 5) = 111.879997, (346, 6) = 53518000, (346, 7) = 111.879997, (347, 1) = "1982-04-01", (347, 2) = 111.959999, (347, 3) = 119.330002, (347, 4) = 111.480003, (347, 5) = 116.440002, (347, 6) = 56413800, (347, 7) = 116.440002, (348, 1) = "1982-03-01", (348, 2) = 113.110001, (348, 3) = 114.800003, (348, 4) = 104.459999, (348, 5) = 111.959999, (348, 6) = 57043000, (348, 7) = 111.959999, (349, 1) = "1982-02-01", (349, 2) = 119.809998, (349, 3) = 119.809998, (349, 4) = 110.029999, (349, 5) = 113.110001, (349, 6) = 53475200, (349, 7) = 113.110001, (350, 1) = "1982-01-04", (350, 2) = 122.550003, (350, 3) = 123.720001, (350, 4) = 113.629997, (350, 5) = 120.400002, (350, 6) = 52087000, (350, 7) = 120.400002, (351, 1) = "1981-12-01", (351, 2) = 126.349998, (351, 3) = 127.32, (351, 4) = 121.040001, (351, 5) = 122.550003, (351, 6) = 45465900, (351, 7) = 122.550003, (352, 1) = "1981-11-02", (352, 2) = 122.349998, (352, 3) = 126.970001, (352, 4) = 119.129997, (352, 5) = 126.349998, (352, 6) = 51775000, (352, 7) = 126.349998, (353, 1) = "1981-10-01", (353, 2) = 116.18, (353, 3) = 123.279999, (353, 4) = 115.00, (353, 5) = 121.889999, (353, 6) = 48051300, (353, 7) = 121.889999, (354, 1) = "1981-09-01", (354, 2) = 122.790001, (354, 3) = 124.580002, (354, 4) = 110.190002, (354, 5) = 116.18, (354, 6) = 47611400, (354, 7) = 116.18, (355, 1) = "1981-08-03", (355, 2) = 130.919998, (355, 3) = 135.179993, (355, 4) = 122.290001, (355, 5) = 122.790001, (355, 6) = 45757600, (355, 7) = 122.790001, (356, 1) = "1981-07-01", (356, 2) = 131.210007, (356, 3) = 131.779999, (356, 4) = 125.959999, (356, 5) = 130.919998, (356, 6) = 45338600, (356, 7) = 130.919998, (357, 1) = "1981-06-01", (357, 2) = 132.589996, (357, 3) = 135.669998, (357, 4) = 128.770004, (357, 5) = 131.210007, (357, 6) = 51932700, (357, 7) = 131.210007, (358, 1) = "1981-05-01", (358, 2) = 132.809998, (358, 3) = 134.919998, (358, 4) = 128.779999, (358, 5) = 132.589996, (358, 6) = 47850500, (358, 7) = 132.589996, (359, 1) = "1981-04-01", (359, 2) = 136.00, (359, 3) = 137.720001, (359, 4) = 131.580002, (359, 5) = 132.809998, (359, 6) = 55782800, (359, 7) = 132.809998, (360, 1) = "1981-03-02", (360, 2) = 131.270004, (360, 3) = 138.380005, (360, 4) = 128.559998, (360, 5) = 136.00, (360, 6) = 55705000, (360, 7) = 136.00, (361, 1) = "1981-02-02", (361, 2) = 129.479996, (361, 3) = 132.020004, (361, 4) = 124.660004, (361, 5) = 131.270004, (361, 6) = 45764200, (361, 7) = 131.270004, (362, 1) = "1981-01-02", (362, 2) = 135.759995, (362, 3) = 140.320007, (362, 4) = 128.570007, (362, 5) = 129.550003, (362, 6) = 47460900, (362, 7) = 129.550003, (363, 1) = "1980-12-01", (363, 2) = 140.520004, (363, 3) = 140.660004, (363, 4) = 125.32, (363, 5) = 135.759995, (363, 6) = 48493600, (363, 7) = 135.759995, (364, 1) = "1980-11-03", (364, 2) = 127.470001, (364, 3) = 141.960007, (364, 4) = 127.230003, (364, 5) = 140.520004, (364, 6) = 56797200, (364, 7) = 140.520004, (365, 1) = "1980-10-01", (365, 2) = 125.459999, (365, 3) = 135.880005, (365, 4) = 124.660004, (365, 5) = 127.470001, (365, 6) = 46604300, (365, 7) = 127.470001, (366, 1) = "1980-09-02", (366, 2) = 122.379997, (366, 3) = 132.169998, (366, 4) = 121.790001, (366, 5) = 125.459999, (366, 6) = 52285700, (366, 7) = 125.459999, (367, 1) = "1980-08-01", (367, 2) = 121.669998, (367, 3) = 127.779999, (367, 4) = 119.419998, (367, 5) = 122.379997, (367, 6) = 47579500, (367, 7) = 122.379997, (368, 1) = "1980-07-01", (368, 2) = 114.239998, (368, 3) = 123.93, (368, 4) = 113.540001, (368, 5) = 121.669998, (368, 6) = 48926300, (368, 7) = 121.669998, (369, 1) = "1980-06-02", (369, 2) = 111.239998, (369, 3) = 117.980003, (369, 4) = 109.769997, (369, 5) = 114.239998, (369, 6) = 40931900, (369, 7) = 114.239998, (370, 1) = "1980-05-01", (370, 2) = 106.290001, (370, 3) = 112.720001, (370, 4) = 103.50, (370, 5) = 111.239998, (370, 6) = 38082800, (370, 7) = 111.239998, (371, 1) = "1980-04-01", (371, 2) = 102.089996, (371, 3) = 106.790001, (371, 4) = 98.949997, (371, 5) = 106.290001, (371, 6) = 33570900, (371, 7) = 106.290001, (372, 1) = "1980-03-03", (372, 2) = 113.660004, (372, 3) = 114.339996, (372, 4) = 94.230003, (372, 5) = 102.089996, (372, 6) = 43442300, (372, 7) = 102.089996, (373, 1) = "1980-02-01", (373, 2) = 114.160004, (373, 3) = 120.220001, (373, 4) = 111.330002, (373, 5) = 113.660004, (373, 6) = 49767000, (373, 7) = 113.660004, (374, 1) = "1980-01-02", (374, 2) = 107.940002, (374, 3) = 117.169998, (374, 4) = 103.260002, (374, 5) = 114.160004, (374, 6) = 55642700, (374, 7) = 114.160004, (375, 1) = "1979-12-03", (375, 2) = 106.160004, (375, 3) = 110.330002, (375, 4) = 105.07, (375, 5) = 107.940002, (375, 6) = 37087000, (375, 7) = 107.940002, (376, 1) = "1979-11-01", (376, 2) = 101.82, (376, 3) = 107.889999, (376, 4) = 99.419998, (376, 5) = 106.160004, (376, 6) = 32577600, (376, 7) = 106.160004, (377, 1) = "1979-10-01", (377, 2) = 109.190002, (377, 3) = 112.160004, (377, 4) = 99.059998, (377, 5) = 101.82, (377, 6) = 38509100, (377, 7) = 101.82, (378, 1) = "1979-09-04", (378, 2) = 109.32, (378, 3) = 111.580002, (378, 4) = 105.379997, (378, 5) = 109.32, (378, 6) = 39467800, (378, 7) = 109.32, (379, 1) = "1979-08-01", (379, 2) = 103.809998, (379, 3) = 109.839996, (379, 4) = 103.139999, (379, 5) = 109.32, (379, 6) = 37018200, (379, 7) = 109.32, (380, 1) = "1979-07-02", (380, 2) = 102.910004, (380, 3) = 105.169998, (380, 4) = 100.349998, (380, 5) = 103.809998, (380, 6) = 34052300, (380, 7) = 103.809998, (381, 1) = "1979-06-01", (381, 2) = 99.080002, (381, 3) = 103.669998, (381, 4) = 98.57, (381, 5) = 102.910004, (381, 6) = 36685700, (381, 7) = 102.910004, (382, 1) = "1979-05-01", (382, 2) = 101.760002, (382, 3) = 102.57, (382, 4) = 97.489998, (382, 5) = 99.080002, (382, 6) = 29729000, (382, 7) = 99.080002, (383, 1) = "1979-04-02", (383, 2) = 101.559998, (383, 3) = 103.949997, (383, 4) = 100.139999, (383, 5) = 101.760002, (383, 6) = 32354500, (383, 7) = 101.760002, (384, 1) = "1979-03-01", (384, 2) = 96.279999, (384, 3) = 103.309998, (384, 4) = 95.980003, (384, 5) = 101.589996, (384, 6) = 30898600, (384, 7) = 101.589996, (385, 1) = "1979-02-01", (385, 2) = 99.93, (385, 3) = 100.519997, (385, 4) = 95.379997, (385, 5) = 96.279999, (385, 6) = 26357800, (385, 7) = 96.279999, (386, 1) = "1979-01-02", (386, 2) = 96.110001, (386, 3) = 102.589996, (386, 4) = 95.220001, (386, 5) = 99.93, (386, 6) = 29366300, (386, 7) = 99.93, (387, 1) = "1978-12-01", (387, 2) = 95.010002, (387, 3) = 98.580002, (387, 4) = 92.639999, (387, 5) = 96.110001, (387, 6) = 26123500, (387, 7) = 96.110001, (388, 1) = "1978-11-01", (388, 2) = 94.129997, (388, 3) = 97.410004, (388, 4) = 91.769997, (388, 5) = 94.699997, (388, 6) = 25452800, (388, 7) = 94.699997, (389, 1) = "1978-10-02", (389, 2) = 102.540001, (389, 3) = 106.230003, (389, 4) = 91.650002, (389, 5) = 93.150002, (389, 6) = 32957200, (389, 7) = 93.150002, (390, 1) = "1978-09-01", (390, 2) = 103.290001, (390, 3) = 108.050003, (390, 4) = 100.660004, (390, 5) = 102.540001, (390, 6) = 34795000, (390, 7) = 102.540001, (391, 1) = "1978-08-01", (391, 2) = 100.68, (391, 3) = 106.269997, (391, 4) = 99.949997, (391, 5) = 103.290001, (391, 6) = 39078200, (391, 7) = 103.290001, (392, 1) = "1978-07-03", (392, 2) = 95.529999, (392, 3) = 101.18, (392, 4) = 93.589996, (392, 5) = 100.68, (392, 6) = 28774000, (392, 7) = 100.68, (393, 1) = "1978-06-01", (393, 2) = 97.239998, (393, 3) = 101.839996, (393, 4) = 93.989998, (393, 5) = 95.529999, (393, 6) = 31108600, (393, 7) = 95.529999, (394, 1) = "1978-05-01", (394, 2) = 96.830002, (394, 3) = 100.32, (394, 4) = 94.57, (394, 5) = 97.239998, (394, 6) = 36582700, (394, 7) = 97.239998, (395, 1) = "1978-04-03", (395, 2) = 89.199997, (395, 3) = 97.910004, (395, 4) = 88.07, (395, 5) = 96.830002, (395, 6) = 36422500, (395, 7) = 96.830002, (396, 1) = "1978-03-01", (396, 2) = 87.040001, (396, 3) = 91.349998, (396, 4) = 86.449997, (396, 5) = 89.209999, (396, 6) = 23532200, (396, 7) = 89.209999, (397, 1) = "1978-02-01", (397, 2) = 89.25, (397, 3) = 91.32, (397, 4) = 86.580002, (397, 5) = 87.040001, (397, 6) = 20439400, (397, 7) = 87.040001, (398, 1) = "1978-01-03", (398, 2) = 95.099998, (398, 3) = 95.150002, (398, 4) = 88.019997, (398, 5) = 89.25, (398, 6) = 21333800, (398, 7) = 89.25, (399, 1) = "1977-12-01", (399, 2) = 94.830002, (399, 3) = 95.669998, (399, 4) = 91.760002, (399, 5) = 95.099998, (399, 6) = 22596600, (399, 7) = 95.099998, (400, 1) = "1977-11-01", (400, 2) = 92.190002, (400, 3) = 97.110001, (400, 4) = 90.010002, (400, 5) = 94.830002, (400, 6) = 24635700, (400, 7) = 94.830002, (401, 1) = "1977-10-03", (401, 2) = 96.529999, (401, 3) = 97.269997, (401, 4) = 90.199997, (401, 5) = 92.339996, (401, 6) = 20501900, (401, 7) = 92.339996, (402, 1) = "1977-09-01", (402, 2) = 96.769997, (402, 3) = 98.43, (402, 4) = 94.440002, (402, 5) = 96.529999, (402, 6) = 19278000, (402, 7) = 96.529999, (403, 1) = "1977-08-01", (403, 2) = 98.849998, (403, 3) = 99.839996, (403, 4) = 95.040001, (403, 5) = 96.769997, (403, 6) = 19683900, (403, 7) = 96.769997, (404, 1) = "1977-07-01", (404, 2) = 100.480003, (404, 3) = 102.57, (404, 4) = 97.709999, (404, 5) = 98.849998, (404, 6) = 24885700, (404, 7) = 98.849998, (405, 1) = "1977-06-01", (405, 2) = 96.120003, (405, 3) = 101.650002, (405, 4) = 95.889999, (405, 5) = 100.480003, (405, 6) = 22934500, (405, 7) = 100.480003, (406, 1) = "1977-05-02", (406, 2) = 98.440002, (406, 3) = 100.93, (406, 4) = 95.519997, (406, 5) = 96.120003, (406, 6) = 21124700, (406, 7) = 96.120003, (407, 1) = "1977-04-01", (407, 2) = 98.419998, (407, 3) = 102.07, (407, 4) = 96.529999, (407, 5) = 98.440002, (407, 6) = 21069500, (407, 7) = 98.440002, (408, 1) = "1977-03-01", (408, 2) = 99.82, (408, 3) = 102.699997, (408, 4) = 97.800003, (408, 5) = 98.419998, (408, 6) = 19617300, (408, 7) = 98.419998, (409, 1) = "1977-02-01", (409, 2) = 102.029999, (409, 3) = 103.32, (409, 4) = 98.82, (409, 5) = 99.82, (409, 6) = 21824200, (409, 7) = 99.82, (410, 1) = "1977-01-03", (410, 2) = 107.459999, (410, 3) = 107.970001, (410, 4) = 100.910004, (410, 5) = 102.029999, (410, 6) = 24978000, (410, 7) = 102.029999, (411, 1) = "1976-12-01", (411, 2) = 102.099998, (411, 3) = 107.82, (411, 4) = 101.620003, (411, 5) = 107.459999, (411, 6) = 25169000, (411, 7) = 107.459999, (412, 1) = "1976-11-01", (412, 2) = 102.900002, (412, 3) = 103.779999, (412, 4) = 98.18, (412, 5) = 102.099998, (412, 6) = 19902500, (412, 7) = 102.099998, (413, 1) = "1976-10-01", (413, 2) = 105.239998, (413, 3) = 105.75, (413, 4) = 99.209999, (413, 5) = 102.900002, (413, 6) = 18020000, (413, 7) = 102.900002, (414, 1) = "1976-09-01", (414, 2) = 102.910004, (414, 3) = 108.720001, (414, 4) = 102.599998, (414, 5) = 105.239998, (414, 6) = 20450000, (414, 7) = 105.239998, (415, 1) = "1976-08-02", (415, 2) = 103.440002, (415, 3) = 105.410004, (415, 4) = 100.43, (415, 5) = 102.910004, (415, 6) = 16461800, (415, 7) = 102.910004, (416, 1) = "1976-07-01", (416, 2) = 104.279999, (416, 3) = 106.779999, (416, 4) = 102.309998, (416, 5) = 103.440002, (416, 6) = 19456600, (416, 7) = 103.440002, (417, 1) = "1976-06-01", (417, 2) = 100.18, (417, 3) = 105.07, (417, 4) = 97.970001, (417, 5) = 104.279999, (417, 6) = 20048100, (417, 7) = 104.279999, (418, 1) = "1976-05-03", (418, 2) = 101.639999, (418, 3) = 103.989998, (418, 4) = 98.260002, (418, 5) = 100.18, (418, 6) = 18638500, (418, 7) = 100.18, (419, 1) = "1976-04-01", (419, 2) = 102.769997, (419, 3) = 104.629997, (419, 4) = 99.57, (419, 5) = 101.639999, (419, 6) = 19370900, (419, 7) = 101.639999, (420, 1) = "1976-03-01", (420, 2) = 99.709999, (420, 3) = 104.389999, (420, 4) = 98.230003, (420, 5) = 102.769997, (420, 6) = 23787800, (420, 7) = 102.769997, (421, 1) = "1976-02-02", (421, 2) = 100.860001, (421, 3) = 103.07, (421, 4) = 98.50, (421, 5) = 99.709999, (421, 6) = 32793100, (421, 7) = 99.709999, (422, 1) = "1976-01-02", (422, 2) = 90.190002, (422, 3) = 101.989998, (422, 4) = 89.809998, (422, 5) = 100.860001, (422, 6) = 32111400, (422, 7) = 100.860001, (423, 1) = "1975-12-01", (423, 2) = 91.239998, (423, 3) = 91.900002, (423, 4) = 86.150002, (423, 5) = 90.190002, (423, 6) = 16633600, (423, 7) = 90.190002, (424, 1) = "1975-11-03", (424, 2) = 89.040001, (424, 3) = 92.330002, (424, 4) = 87.629997, (424, 5) = 91.239998, (424, 6) = 17456800, (424, 7) = 91.239998, (425, 1) = "1975-10-01", (425, 2) = 83.870003, (425, 3) = 91.75, (425, 4) = 82.57, (425, 5) = 89.040001, (425, 6) = 16454300, (425, 7) = 89.040001, (426, 1) = "1975-09-02", (426, 2) = 86.879997, (426, 3) = 87.419998, (426, 4) = 81.57, (426, 5) = 83.870003, (426, 6) = 13697100, (426, 7) = 83.870003, (427, 1) = "1975-08-01", (427, 2) = 88.75, (427, 3) = 89.040001, (427, 4) = 82.209999, (427, 5) = 86.879997, (427, 6) = 14140400, (427, 7) = 86.879997, (428, 1) = "1975-07-01", (428, 2) = 95.190002, (428, 3) = 96.580002, (428, 4) = 87.68, (428, 5) = 88.75, (428, 6) = 20737200, (428, 7) = 88.75, (429, 1) = "1975-06-02", (429, 2) = 91.32, (429, 3) = 95.849998, (429, 4) = 89.300003, (429, 5) = 95.190002, (429, 6) = 22210900, (429, 7) = 95.190002, (430, 1) = "1975-05-01", (430, 2) = 87.300003, (430, 3) = 93.510002, (430, 4) = 86.940002, (430, 5) = 91.150002, (430, 6) = 22864700, (430, 7) = 91.150002, (431, 1) = "1975-04-01", (431, 2) = 83.360001, (431, 3) = 88.790001, (431, 4) = 79.660004, (431, 5) = 87.300003, (431, 6) = 21336800, (431, 7) = 87.300003, (432, 1) = "1975-03-03", (432, 2) = 81.589996, (432, 3) = 87.080002, (432, 4) = 80.080002, (432, 5) = 83.360001, (432, 6) = 23494000, (432, 7) = 83.360001, (433, 1) = "1975-02-03", (433, 2) = 76.980003, (433, 3) = 83.559998, (433, 4) = 76.00, (433, 5) = 81.589996, (433, 6) = 23221000, (433, 7) = 81.589996})

Note that the adjusted close price is the seventh column.

 

Reverse the matrix so it's in date ascending order.

data := convert(ListTools:-Reverse(convert(data, listlist)), Matrix):

nRows := LinearAlgebra:-RowDimension(data)

433

Calculate and Plot Drawdown

The algorithm is referenced from http://en.wikipedia.org/wiki/Drawdown_(economics)

DD is a vector that will be filled with the drawdown of the historical stock price

DD := Vector(nRows, datatype = float[8]):

peak := -99999:

The maximum drawdown is

max(DD)

52.5558594600000006

p1 := Statistics[ColumnGraph](-DD, thickness = 0, color = COLOR(RGB, 236/255, 240*(1/255), 241/255), distance = 10^(-6), width = 1, labels = ["Time Units from Start Date", "Drawdown (%)"], labeldirections = [horizontal, vertical], labelfont = [Arial], style = patchnogrid, legend = "Drawdown (%)", legendstyle = [font = [Arial]], axesfont = [Arial]):

p2 := plots:-pointplot([seq([i, data[i, 7]], i = 1 .. nRows)], connect = true, color = black, thickness = 0, labels = ["Time Units from Start Date", "Adjusted Close"], labeldirections = [horizontal, vertical], labelfont = [Arial], legend = "Adjusted Close", legendstyle = [font = [Arial]], axesfont = [Arial]):

plots:-dualaxisplot(p1, p2, size = [800, 400], tickmarks = [[seq(i = data[i, 1], i = 1 .. nRows, floor(.2*nRows))], decimalticks])

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