finance research paper

KevinKevinKevin
cigna.csv
Date Open High Low Close Adj Close Volume
1985-01-01 4.916667 5.333333 4.833333 5.111111 2.423772 42825600
1985-02-01 5.083333 5.513889 5.055556 5.513889 2.614777 72147600
1985-03-01 5.486111 5.652778 5.291667 5.527778 2.621363 52878600
1985-04-01 5.513889 6.138889 5.319444 5.708333 2.743189 28920600
1985-05-01 5.694444 6.361111 5.625000 6.138889 2.950096 45860400
1985-06-01 6.194444 6.638889 6.069444 6.597222 3.170353 25702200
1985-07-01 6.597222 6.708333 5.888889 6.083333 2.957652 43011000
1985-08-01 6.097222 6.305556 5.930556 6.180556 3.004921 25279200
1985-09-01 6.180556 6.194444 5.819444 6.000000 2.917136 27451800
1985-10-01 6.000000 6.555556 5.875000 6.472222 3.184533 26811000
1985-11-01 6.555556 7.013889 6.472222 6.958333 3.423714 34942500
1985-12-01 6.958333 7.138889 6.777778 7.138889 3.512552 29510100
1986-01-01 7.138889 7.944444 6.944444 7.305556 3.632956 66080700
1986-02-01 7.333333 8.000000 7.333333 7.583333 3.771090 53751600
1986-03-01 7.569444 8.583333 7.472222 8.069444 4.012826 47965500
1986-04-01 8.138889 8.166667 6.944444 6.944444 3.486221 41950800
1986-05-01 6.944444 7.472222 6.750000 7.361111 3.695395 60821100
1986-06-01 7.388889 7.388889 6.555556 7.041667 3.535028 61949700
1986-07-01 7.055556 7.138889 6.736111 6.805556 3.452042 45727200
1986-08-01 6.805556 7.013889 6.472222 6.972222 3.536582 78220800
1986-09-01 6.944444 6.972222 5.958333 6.013889 3.050478 57966300
1986-10-01 6.013889 6.361111 5.972222 6.069444 3.111748 44210700
1986-11-01 6.055556 6.166667 5.680556 6.083333 3.118870 52686900
1986-12-01 6.055556 6.430556 5.986111 6.111111 3.133110 41093100
1987-01-01 6.111111 6.805556 6.111111 6.583333 3.413977 52068600
1987-02-01 6.597222 7.458333 6.222222 7.319444 3.795707 60492600
1987-03-01 7.333333 7.402778 6.875000 6.888889 3.572430 59838300
1987-04-01 6.750000 7.166667 6.472222 6.652778 3.487330 41833800
1987-05-01 6.638889 6.805556 6.361111 6.583333 3.450929 38844900
1987-06-01 6.638889 7.138889 6.583333 7.041667 3.691181 58032000
1987-07-01 7.027778 7.305556 6.888889 6.944444 3.683009 44416800
1987-08-01 6.861111 7.722222 6.708333 7.305556 3.874523 44805600
1987-09-01 7.333333 7.361111 6.916667 7.236111 3.837695 41357700
1987-10-01 7.277778 7.527778 5.305556 5.888889 3.157866 60786900
1987-11-01 5.888889 6.111111 5.208333 5.319444 2.852505 36747900
1987-12-01 5.291667 5.388889 4.583333 4.875000 2.614176 133870500
1988-01-01 4.944444 5.736111 4.875000 5.722222 3.117812 31823100
1988-02-01 5.750000 5.763889 5.138889 5.319444 2.898355 41755500
1988-03-01 5.333333 5.541667 5.152778 5.194444 2.830249 105082200
1988-04-01 5.208333 5.236111 4.833333 4.944444 2.735343 36204300
1988-05-01 4.944444 5.166667 4.750000 5.166667 2.858280 31308300
1988-06-01 5.166667 5.305556 4.958333 5.208333 2.881328 76551300
1988-07-01 5.194444 5.263889 4.972222 5.111111 2.896263 16755300
1988-08-01 5.111111 5.583333 5.111111 5.486111 3.108759 29157300
1988-09-01 5.458333 6.152778 5.416667 5.944444 3.368478 35758800
1988-10-01 5.944444 6.027778 5.555556 5.638889 3.242852 20627100
1988-11-01 5.625000 5.638889 5.111111 5.347222 3.075118 17154000
1988-12-01 5.305556 5.472222 5.083333 5.236111 3.011220 27097200
1989-01-01 5.236111 5.805556 5.097222 5.791667 3.381652 27765900
1989-02-01 5.763889 6.125000 5.666667 5.902778 3.446529 19825200
1989-03-01 5.930556 6.041667 5.777778 5.916667 3.454638 36151200
1989-04-01 5.972222 6.236111 5.916667 5.986111 3.543746 19606500
1989-05-01 5.986111 6.166667 5.750000 6.111111 3.617747 23476500
1989-06-01 6.097222 6.444444 6.097222 6.208333 3.675301 26942400
1989-07-01 6.222222 6.652778 6.138889 6.569444 3.940807 22308300
1989-08-01 6.569444 7.097222 6.486111 6.916667 4.149093 37000800
1989-09-01 6.888889 7.013889 6.694444 6.944444 4.165757 22414500
1989-10-01 6.930556 7.305556 6.722222 7.097222 4.308105 30786300
1989-11-01 7.083333 7.416667 7.027778 7.152778 4.341830 21186000
1989-12-01 7.166667 7.222222 6.444444 6.611111 4.013031 23723100
1990-01-01 6.583333 6.736111 5.402778 5.486111 3.369563 41852700
1990-02-01 5.500000 5.680556 5.027778 5.652778 3.471930 42697800
1990-03-01 5.611111 5.819444 5.472222 5.625000 3.454869 24925500
1990-04-01 5.597222 5.750000 5.041667 5.111111 3.185687 28591200
1990-05-01 5.097222 5.805556 5.055556 5.777778 3.601212 27956700
1990-06-01 5.833333 6.166667 5.555556 5.569444 3.471360 26221500
1990-07-01 5.555556 5.611111 5.180556 5.222222 3.300339 21636000
1990-08-01 5.236111 5.277778 4.597222 4.694444 2.966794 44241300
1990-09-01 4.680556 4.777778 4.055556 4.194444 2.650805 44678700
1990-10-01 4.250000 4.444444 3.694444 3.763889 2.422014 50097600
1990-11-01 3.736111 4.458333 3.736111 4.416667 2.842067 39564000
1990-12-01 4.430556 4.652778 4.333333 4.541667 2.922504 25363800
1991-01-01 4.541667 5.000000 4.000000 4.916667 3.223937 26274600
1991-02-01 4.916667 5.597222 4.916667 5.416667 3.551797 28419300
1991-03-01 5.388889 5.916667 5.055556 5.916667 3.879653 40167000
1991-04-01 5.833333 6.305556 5.444444 5.472222 3.642504 35381700
1991-05-01 5.500000 5.777778 5.166667 5.777778 3.845895 27324900
1991-06-01 5.750000 5.750000 5.041667 5.180556 3.448361 19535400
1991-07-01 5.250000 5.263889 4.652778 5.000000 3.379286 32449500
1991-08-01 5.000000 5.208333 4.583333 4.722222 3.191547 32451300
1991-09-01 4.722222 5.097222 4.638889 5.027778 3.398061 27108900
1991-10-01 5.027778 5.777778 4.902778 5.777778 3.975843 26067600
1991-11-01 5.777778 6.527778 5.625000 5.791667 3.985401 36279900
1991-12-01 5.763889 6.861111 5.736111 6.791667 4.673526 33762600
1992-01-01 6.694444 6.763889 5.861111 6.000000 4.188682 33459300
1992-02-01 6.027778 6.222222 5.819444 6.097222 4.256554 29172600
1992-03-01 6.097222 6.333333 5.611111 5.652778 3.946280 22971600
1992-04-01 5.652778 5.930556 5.250000 5.750000 4.069253 23529600
1992-05-01 5.750000 6.000000 5.513889 5.722222 4.049596 21457800
1992-06-01 5.736111 6.416667 5.652778 6.194444 4.383787 35146800
1992-07-01 6.222222 6.361111 5.819444 6.083333 4.367191 31214700
1992-08-01 6.069444 6.194444 5.597222 5.666667 4.068070 18386100
1992-09-01 5.666667 5.833333 5.236111 5.555556 3.988303 37450800
1992-10-01 5.541667 5.861111 5.527778 5.708333 4.158615 31448700
1992-11-01 5.708333 6.361111 5.597222 6.305556 4.593702 21539700
1992-12-01 6.319444 6.652778 6.166667 6.513889 4.745476 35294400
1993-01-01 6.527778 6.916667 6.361111 6.888889 5.084443 35502300
1993-02-01 6.888889 7.555556 6.375000 6.847222 5.053690 51692400
1993-03-01 6.847222 7.152778 6.638889 6.888889 5.084443 33012000
1993-04-01 6.902778 7.055556 6.625000 6.763889 5.055693 27936900
1993-05-01 6.847222 6.944444 6.513889 6.555556 4.899973 23036400
1993-06-01 6.569444 6.791667 6.319444 6.763889 5.055693 19749600
1993-07-01 6.805556 6.805556 6.277778 6.541667 4.952856 20979900
1993-08-01 6.541667 7.277778 6.430556 7.194444 5.447091 42642900
1993-09-01 7.194444 7.319444 6.930556 7.222222 5.468121 28971900
1993-10-01 7.222222 7.513889 7.055556 7.458333 5.715020 22461300
1993-11-01 7.472222 7.597222 7.013889 7.027778 5.385099 35878500
1993-12-01 7.097222 7.194444 6.847222 6.972222 5.342532 27564300
1994-01-01 7.000000 7.833333 6.972222 7.680556 5.956448 41389200
1994-02-01 7.680556 7.763889 7.277778 7.277778 5.644084 30436200
1994-03-01 7.263889 7.263889 6.444444 6.597222 5.116296 29702700
1994-04-01 6.555556 7.069444 6.472222 6.500000 5.100770 32038200
1994-05-01 6.500000 7.763889 6.333333 7.652778 6.005393 44542800
1994-06-01 7.652778 8.222222 7.611111 8.111111 6.365062 59669100
1994-07-01 8.138889 8.222222 7.597222 7.597222 6.025509 53244900
1994-08-01 7.777778 7.791667 7.111111 7.444444 5.904338 39917700
1994-09-01 7.444444 7.513889 6.597222 6.847222 5.430668 39151800
1994-10-01 6.902778 7.513889 6.555556 7.319444 5.871429 31966200
1994-11-01 7.430556 7.708333 6.763889 7.041667 5.648604 39537900
1994-12-01 7.041667 7.430556 6.791667 7.069444 5.670885 40149900
1995-01-01 7.055556 7.611111 6.916667 7.513889 6.099133 41349600
1995-02-01 7.513889 8.444444 7.500000 8.416667 6.831928 51142500
1995-03-01 8.416667 8.486111 8.111111 8.305556 6.741739 38445300
1995-04-01 8.277778 8.291667 7.583333 8.069444 6.616688 47489400
1995-05-01 8.083333 8.416667 7.875000 8.305556 6.810292 39246300
1995-06-01 8.291667 8.777778 8.152778 8.625000 7.072226 45187200
1995-07-01 8.652778 9.125000 8.611111 8.958333 7.420619 35704800
1995-08-01 8.972222 10.750000 8.944444 10.750000 8.904745 77618700
1995-09-01 10.736111 11.777778 10.694444 11.569444 9.583529 78888600
1995-10-01 11.638889 12.000000 10.583333 11.013889 9.194004 77405400
1995-11-01 11.527778 12.777778 11.277778 12.222222 10.202681 60116400
1995-12-01 12.208333 12.597222 11.444444 11.472222 9.576603 58594500
1996-01-01 11.472222 13.263889 11.472222 13.180556 11.078604 63076500
1996-02-01 13.166667 13.833333 12.555556 13.166667 11.066927 61869600
1996-03-01 13.194444 13.944444 12.444444 12.694444 10.670009 41234400
1996-04-01 12.833333 12.902778 11.194444 12.597222 10.661980 73350000
1996-05-01 12.500000 12.895833 11.527778 12.763889 10.803045 75177000
1996-06-01 12.750000 13.097222 12.194444 13.097222 11.085174 33777000
1996-07-01 13.111111 13.250000 11.722222 11.833333 10.088071 43986600
1996-08-01 11.916667 13.444444 11.875000 12.902778 10.999786 40142700
1996-09-01 12.708333 13.597222 12.611111 13.319444 11.355000 27113400
1996-10-01 13.319444 14.583333 13.277778 14.500000 12.445729 25850700
1996-11-01 14.513889 15.930556 14.500000 15.708333 13.482876 27137700
1996-12-01 15.722222 15.722222 14.527778 15.180556 13.029867 40073400
1997-01-01 15.194444 17.611111 14.902778 16.847221 14.545269 50563800
1997-02-01 16.875000 17.958332 16.666668 16.986111 14.665186 29583900
1997-03-01 16.902779 17.777779 16.222221 16.222221 14.005668 46076400
1997-04-01 16.111111 17.000000 15.444444 16.708332 14.501418 36340200
1997-05-01 17.055555 19.416668 17.055555 19.305555 16.755587 42912900
1997-06-01 19.333332 20.805555 19.250000 19.722221 17.117218 31399200
1997-07-01 19.527779 22.305555 19.479168 22.166668 19.328661 38437200
1997-08-01 22.166668 22.187500 19.847221 20.375000 17.766380 35343900
1997-09-01 20.444445 22.083332 20.444445 20.694445 18.044933 33585300
1997-10-01 20.694445 20.694445 16.833332 17.250000 15.106312 129118500
1997-11-01 17.555555 18.944445 17.000000 18.583332 16.273951 39092400
1997-12-01 18.611111 19.763889 17.326389 19.152779 16.772638 66760200
1998-01-01 19.222221 19.687500 18.680555 18.840279 16.577032 34389900
1998-02-01 18.944445 21.319445 18.666668 21.222221 18.672836 41940900
1998-03-01 21.527779 23.111111 20.972221 22.777779 20.041529 48252600
1998-04-01 22.777779 23.875000 22.416668 22.993055 20.320797 33661800
1998-05-01 23.166668 23.916668 22.562500 22.833332 20.179630 27421200
1998-06-01 22.750000 23.854168 22.270832 23.000000 20.326933 30121500
1998-07-01 23.250000 24.833332 21.208332 22.020832 19.541183 29509200
1998-08-01 22.083332 22.645832 19.375000 19.395832 17.211765 39785700
1998-09-01 19.437500 23.375000 19.062500 22.041668 19.559673 38762100
1998-10-01 21.833332 24.416668 20.666668 24.312500 21.675581 42195000
1998-11-01 24.250000 27.458332 24.166668 25.937500 23.124342 32262900
1998-12-01 25.875000 27.250000 23.875000 25.770832 22.975744 34315800
1999-01-01 26.333332 28.812500 25.666668 27.458332 24.571384 44775900
1999-02-01 27.500000 27.500000 24.520832 26.166668 23.415525 41562000
1999-03-01 26.250000 28.833332 25.125000 27.937500 25.000177 49401000
1999-04-01 28.125000 30.333332 27.083332 29.062500 26.109451 37870800
1999-05-01 29.166668 32.875000 29.125000 31.083332 27.924946 38912700
1999-06-01 31.000000 32.541668 29.020832 29.666668 26.652227 42519000
1999-07-01 29.791668 31.250000 28.833332 29.395832 26.491268 34133400
1999-08-01 29.395832 31.000000 27.041668 29.937500 26.979416 49833300
1999-09-01 29.958332 31.458332 24.833332 25.916668 23.355875 58205100
1999-10-01 25.666668 26.583332 21.145832 24.916668 22.527014 82386000
1999-11-01 24.916668 29.083332 24.333332 27.416668 24.787247 55119300
1999-12-01 27.166668 27.802082 24.583332 26.854168 24.278696 40343100
2000-01-01 26.770832 28.541668 23.437500 23.916668 21.709324 38397300
2000-02-01 24.000000 26.791668 23.916668 24.604168 22.333368 59275200
2000-03-01 24.687500 26.458332 20.250000 25.250000 22.919605 77888700
2000-04-01 25.500000 28.979168 25.333332 26.583332 24.246067 41298600
2000-05-01 26.500000 30.291668 24.458332 29.604168 27.001301 54481200
2000-06-01 29.375000 33.166668 27.916668 31.166668 28.426434 57351300
2000-07-01 31.333332 34.354168 30.875000 33.291668 30.474125 45790800
2000-08-01 32.958332 35.312500 31.666668 32.421875 29.677942 49586700
2000-09-01 32.437500 35.333332 28.958332 34.799999 31.854805 54220800
2000-10-01 34.799999 41.000000 34.683334 40.650002 37.334827 54893100
2000-11-01 40.000000 44.720001 38.333332 43.916668 40.335087 55304100
2000-12-01 44.166668 45.583332 39.033333 44.099998 40.503464 44882700
2001-01-01 44.433334 44.983334 35.916668 37.049999 34.116184 60859200
2001-02-01 37.049999 41.083332 33.666668 36.556667 33.661919 67818300
2001-03-01 36.333332 38.633331 33.099998 35.786667 32.952892 61015800
2001-04-01 35.750000 36.773335 32.500000 35.566666 32.843761 62682000
2001-05-01 35.333332 36.416668 29.253332 31.490000 29.079205 107641800
2001-06-01 31.493334 32.536667 30.333332 31.940001 29.494749 45489300
2001-07-01 31.883333 34.633331 30.973333 33.436668 30.982313 43711500
2001-08-01 29.400000 30.783333 28.826668 30.000000 27.797903 65229300
2001-09-01 30.033333 30.613333 25.166668 27.650000 25.620396 53806500
2001-10-01 27.833332 28.646667 24.000000 24.299999 22.599859 53445600
2001-11-01 24.299999 30.666668 23.286667 30.410000 28.282375 67377600
2001-12-01 30.066668 31.633333 29.466667 30.883333 28.722582 38223600
2002-01-01 30.833332 31.673332 29.330000 30.666668 28.621826 38070300
2002-02-01 30.416668 32.400002 29.250000 29.900000 27.906286 48389700
2002-03-01 30.500000 33.840000 30.250000 33.796665 31.543123 46335600
2002-04-01 33.463333 36.683334 33.406666 36.333332 34.026905 53090400
2002-05-01 36.533333 37.000000 32.916668 35.349998 33.105991 52128000
2002-06-01 35.353333 35.653332 31.616667 32.473331 30.411938 50096100
2002-07-01 32.500000 32.799999 25.016666 30.000000 28.186537 72573000
2002-08-01 30.000000 30.000000 25.799999 28.373333 26.658197 55832100
2002-09-01 28.299999 28.299999 23.066668 23.583332 22.157747 64151400
2002-10-01 23.833332 24.730000 11.566667 12.046667 11.366262 255110100
2002-11-01 12.050000 14.926667 11.383333 14.510000 13.690471 87962400
2002-12-01 14.633333 14.753333 13.603333 13.706667 12.932512 57647100
2003-01-01 13.706667 15.563333 13.690000 14.556667 13.840100 76534200
2003-02-01 14.650000 14.806667 13.033333 14.323333 13.618251 88771500
2003-03-01 14.366667 15.463333 13.176667 15.240000 14.489798 66785700
2003-04-01 15.266667 17.603333 15.170000 17.433332 16.706421 58173600
2003-05-01 17.436666 18.830000 16.323334 18.700001 17.920280 82817400
2003-06-01 18.750000 19.136667 15.333333 15.646667 14.994257 95318400
2003-07-01 15.646667 16.666668 13.333333 15.593333 15.038585 131754300
2003-08-01 14.850000 16.026667 14.513333 15.893333 15.327911 73410300
2003-09-01 15.800000 16.576668 14.583333 14.883333 14.353847 63417000
2003-10-01 14.906667 19.083332 14.700000 19.016666 18.465128 111456900
2003-11-01 19.030001 19.526667 17.343332 17.883333 17.364660 72881700
2003-12-01 17.980000 19.326668 17.889999 19.166668 18.610777 47665200
2004-01-01 19.193333 20.803333 18.750000 20.673332 20.191759 57861600
2004-02-01 20.666668 21.320000 17.633333 18.476667 18.046259 107558100
2004-03-01 18.556667 19.823334 18.146667 19.673332 19.215057 56843700
2004-04-01 19.673332 23.513332 19.606667 21.503332 21.129549 98880000
2004-05-01 21.420000 22.660000 21.083332 22.600000 22.207157 68129700
2004-06-01 22.600000 23.316668 22.063334 22.936666 22.537966 53637600
2004-07-01 22.870001 22.966667 19.913334 20.670000 20.318155 54794100
2004-08-01 20.650000 22.233334 19.643333 22.186666 21.809006 63931500
2004-09-01 22.126667 23.466667 22.016666 23.209999 22.814922 60667800
2004-10-01 23.213333 24.260000 19.333332 21.153334 20.800898 115146900
2004-11-01 21.166668 23.963333 20.933332 23.340000 22.951120 80406300
2004-12-01 24.200001 27.756666 24.200001 27.190001 26.736979 88096800
2005-01-01 27.183332 27.843332 26.036667 26.750000 26.312832 60145200
2005-02-01 26.883333 30.493334 26.876667 30.266666 29.772026 74127000
2005-03-01 30.116667 30.913334 28.193333 29.766666 29.280203 67398000
2005-04-01 29.799999 30.950001 28.546667 30.660000 30.167545 63047100
2005-05-01 30.666668 33.033333 30.466667 32.416668 31.896002 68846400
2005-06-01 32.433334 36.483334 32.299999 35.676666 35.103638 69294600
2005-07-01 35.660000 36.976665 34.273335 35.583332 35.020512 58608900
2005-08-01 35.816666 39.146667 35.680000 38.439999 37.831993 67767000
2005-09-01 38.439999 39.413334 37.183334 39.286667 38.665272 64932600
2005-10-01 38.666668 39.939999 35.910000 38.623333 38.020649 71971500
2005-11-01 38.333332 39.353333 35.000000 37.506668 36.921394 85230000
2005-12-01 37.799999 38.653332 36.033333 37.233334 36.652325 58633500
2006-01-01 37.296665 40.599998 36.526669 40.533333 39.909660 59706300
2006-02-01 40.383331 41.666668 39.000000 40.916668 40.287102 56566500
2006-03-01 40.849998 44.590000 40.643333 43.540001 42.870075 56807700
2006-04-01 43.540001 44.376667 34.906666 35.666668 35.124874 70296600
2006-05-01 35.906666 36.076668 29.350000 30.913334 30.443741 177140700
2006-06-01 31.059999 33.333332 29.516666 32.836666 32.337860 100836000
2006-07-01 33.103333 35.166668 30.356667 30.416668 29.962532 90552000
2006-08-01 30.416668 39.096668 30.350000 37.689999 37.127262 107289600
2006-09-01 38.033333 39.836666 36.910000 38.773335 38.194420 63183000
2006-10-01 38.776669 40.393333 36.906666 38.993332 38.419804 60159000
2006-11-01 41.663334 42.110001 38.603333 42.016666 41.398670 68879100
2006-12-01 42.016666 44.216667 41.373333 43.856667 43.211613 34762500
2007-01-01 44.276669 44.330002 42.333332 44.133331 43.492706 46585500
2007-02-01 44.203335 48.900002 43.996666 47.500000 46.810513 58825800
2007-03-01 47.349998 49.110001 45.689999 47.553333 46.863064 63502500
2007-04-01 47.713333 52.233334 47.630001 51.863335 51.119625 52622100
2007-05-01 52.193333 56.466667 50.013332 55.876667 55.075413 66437100
2007-06-01 55.866669 57.613335 51.189999 52.220001 51.471176 48361200
2007-07-01 52.220001 55.040001 50.160000 51.639999 50.908802 38894800
2007-08-01 48.770000 52.119999 43.009998 51.680000 50.948242 62452800
2007-09-01 51.950001 54.650002 50.919998 53.290001 52.535435 31332000
2007-10-01 53.549999 54.970001 49.590000 52.490002 51.756737 30919200
2007-11-01 51.669998 54.419998 48.209999 53.610001 52.861092 46146400
2007-12-01 53.880001 56.900002 52.380001 53.730000 52.979424 37990300
2008-01-01 53.799999 56.980000 47.939999 49.189999 48.511612 50903200
2008-02-01 49.660000 50.200001 44.400002 44.580002 43.965191 42237600
2008-03-01 44.439999 45.130001 36.750000 40.570000 40.010490 64629900
2008-04-01 41.000000 44.500000 39.400002 42.709999 42.159962 46105100
2008-05-01 41.900002 42.930000 38.549999 40.599998 40.077126 58869600
2008-06-01 40.500000 42.430000 35.070000 35.389999 34.934231 65838000
2008-07-01 35.290001 38.000000 32.820000 37.020000 36.543240 70331000
2008-08-01 36.290001 44.139999 34.099998 41.880001 41.340652 55255900
2008-09-01 41.889999 43.480000 31.690001 33.980000 33.542389 55093100
2008-10-01 34.200001 35.290001 9.820000 16.299999 16.090080 169982400
2008-11-01 16.410000 19.340000 8.000000 12.110000 11.954042 138476900
2008-12-01 11.770000 17.440001 11.010000 16.850000 16.632999 100434000
2009-01-01 16.910000 18.820000 14.010000 17.360001 17.136435 95698400
2009-02-01 17.010000 23.059999 15.580000 15.760000 15.557036 127146900
2009-03-01 15.650000 19.330000 12.680000 17.590000 17.363472 127019600
2009-04-01 17.200001 21.799999 16.840000 19.709999 19.514242 89773500
2009-05-01 19.750000 24.629999 18.549999 22.170000 21.949812 99781200
2009-06-01 22.450001 25.600000 19.850000 24.090000 23.850742 121545800
2009-07-01 23.879999 29.160000 23.100000 28.400000 28.117935 118155200
2009-08-01 28.270000 30.940001 26.490000 29.430000 29.137709 83689000
2009-09-01 29.420000 33.000000 27.450001 28.090000 27.811018 106220300
2009-10-01 27.940001 30.120001 26.830000 27.840000 27.563498 94423700
2009-11-01 27.930000 33.250000 27.570000 32.080002 31.761385 71541900
2009-12-01 32.230000 38.119999 31.940001 35.270000 34.919708 77039900
2010-01-01 35.270000 39.259998 33.709999 33.770000 33.434597 82770600
2010-02-01 33.689999 35.639999 32.000000 34.259998 33.919735 78289500
2010-03-01 34.580002 38.009998 33.450001 36.580002 36.216698 80074700
2010-04-01 36.639999 37.610001 32.000000 32.060001 31.778114 95724400
2010-05-01 32.389999 34.599998 30.780001 33.470001 33.175713 94385400
2010-06-01 33.070000 35.939999 30.950001 31.059999 30.786903 71315700
2010-07-01 30.980000 32.049999 29.120001 30.760000 30.489546 76506700
2010-08-01 31.280001 35.000000 30.990000 32.220001 31.936710 63081200
2010-09-01 32.680000 36.040001 32.389999 35.779999 35.465405 50353700
2010-10-01 36.049999 36.759998 34.330002 35.160000 34.850853 57407000
2010-11-01 35.320000 38.549999 34.869999 36.810001 36.486347 63757900
2010-12-01 37.230000 38.349998 35.950001 36.660000 36.337666 51990300
2011-01-01 36.860001 42.669998 36.759998 42.020000 41.650547 64229300
2011-02-01 42.180000 44.000000 41.060001 42.070000 41.700104 40821800
2011-03-01 42.279999 44.290001 40.730000 44.279999 43.890671 51852000
2011-04-01 44.529999 47.189999 42.799999 46.830002 46.460999 48205000
2011-05-01 47.180000 50.000000 45.470001 49.889999 49.496887 59083700
2011-06-01 49.869999 51.810001 47.779999 51.430000 51.024750 61826800
2011-07-01 51.490002 52.950001 48.279999 49.770000 49.377834 47889800
2011-08-01 50.299999 50.389999 40.240002 46.740002 46.371716 100343200
2011-09-01 46.799999 47.820000 41.230000 41.939999 41.609531 64505100
2011-10-01 41.380001 47.619999 38.790001 44.340000 43.990616 73019900
2011-11-01 42.900002 44.560001 40.560001 44.230000 43.881485 83148700
2011-12-01 43.810001 44.470001 40.849998 42.000000 41.669056 54687500
2012-01-01 42.820000 47.500000 42.720001 44.830002 44.476757 64244200
2012-02-01 45.000000 46.029999 41.139999 44.110001 43.762436 86290100
2012-03-01 44.230000 49.889999 43.060001 49.250000 48.861935 71689700
2012-04-01 49.020000 49.630001 45.720001 46.230000 45.907867 59068900
2012-05-01 46.139999 46.930000 42.700001 43.910000 43.604023 50237700
2012-06-01 43.320000 46.419998 42.139999 44.000000 43.693405 61369500
2012-07-01 44.299999 44.480000 39.009998 40.279999 39.999325 65802600
2012-08-01 40.529999 46.220001 40.000000 45.770000 45.451073 54076400
2012-09-01 45.740002 47.919998 45.160000 47.169998 46.841309 39091200
2012-10-01 47.349998 51.000000 47.290001 51.000000 50.644623 48303400
2012-11-01 51.549999 53.750000 49.340000 52.270000 51.905781 57054400
2012-12-01 52.419998 54.529999 51.340000 53.459999 53.087482 34002300
2013-01-01 54.099998 59.139999 53.910000 58.340000 57.933479 41349800
2013-02-01 58.639999 62.220001 55.970001 58.459999 58.052647 39773600
2013-03-01 58.259998 63.189999 57.529999 62.369999 61.935394 37358100
2013-04-01 62.310001 66.940002 61.880001 66.169998 65.753540 43700100
2013-05-01 66.199997 69.870003 65.330002 67.900002 67.472664 39053200
2013-06-01 68.019997 73.129997 65.540001 72.489998 72.033760 41484000
2013-07-01 73.169998 79.250000 71.120003 77.830002 77.340172 31366300
2013-08-01 78.059998 79.989998 75.790001 78.690002 78.194756 27510300
2013-09-01 79.449997 84.680000 76.309998 76.860001 76.376259 35517900
2013-10-01 76.900002 80.510002 72.639999 76.980003 76.495522 43028300
2013-11-01 76.989998 88.570000 76.610001 87.449997 86.899612 30760600
2013-12-01 87.370003 88.089996 83.019997 87.480003 86.929443 24527900
2014-01-01 86.989998 90.629997 84.750000 86.309998 85.766785 26189600
2014-02-01 86.459999 86.660004 75.370003 79.589996 79.089073 57375400
2014-03-01 78.769997 84.370003 76.410004 83.730003 83.203033 50293400
2014-04-01 83.930000 84.730003 73.470001 80.040001 79.576508 39991900
2014-05-01 82.970001 90.269997 81.699997 89.779999 89.260109 39458900
2014-06-01 90.129997 93.199997 89.160004 91.970001 91.437439 27656500
2014-07-01 92.000000 97.279999 87.330002 90.040001 89.518608 38376100
2014-08-01 90.220001 95.650002 88.660004 94.599998 94.052200 25381000
2014-09-01 94.919998 97.070000 90.529999 90.690002 90.164848 24654800
2014-10-01 90.790001 99.750000 85.750000 99.570000 98.993416 42962300
2014-11-01 99.639999 104.550003 98.120003 102.889999 102.294197 33807300
2014-12-01 102.629997 105.730003 99.879997 102.910004 102.314079 24926800
2015-01-01 103.639999 112.949997 100.669998 106.830002 106.211388 29993000
2015-02-01 107.080002 122.419998 105.230003 121.629997 120.925674 27203900
2015-03-01 121.419998 131.130005 118.699997 129.440002 128.690460 37049100
2015-04-01 129.649994 135.000000 124.279999 124.639999 123.958885 37830800
2015-05-01 125.639999 145.330002 124.379997 140.830002 140.060425 38769200
2015-06-01 140.869995 170.679993 135.509995 162.000000 161.114716 90788100
2015-07-01 163.789993 168.360001 143.309998 144.059998 143.272766 73166000
2015-08-01 144.169998 149.860001 124.169998 140.789993 140.020615 42251800
2015-09-01 138.889999 144.660004 131.449997 135.020004 134.282166 31699600
2015-10-01 134.639999 143.139999 127.699997 134.039993 133.307510 39113900
2015-11-01 134.550003 136.350006 127.440002 134.979996 134.242386 28009700
2015-12-01 135.279999 148.550003 135.050003 146.330002 145.530380 30365200
2016-01-01 144.710007 148.139999 129.110001 133.600006 132.869919 32955100
2016-02-01 133.339996 143.229996 123.540001 139.610001 138.847092 25292500
2016-03-01 140.639999 145.750000 136.179993 137.240005 136.490067 22094500
2016-04-01 136.720001 142.910004 129.449997 138.539993 137.822327 30835000
2016-05-01 139.240005 139.789993 124.519997 128.110001 127.446365 35020400
2016-06-01 128.110001 131.770004 121.870003 127.989998 127.326965 33413900
2016-07-01 128.330002 148.990005 125.339996 128.960007 128.291962 48860300
2016-08-01 128.750000 134.490005 123.529999 128.259995 127.595581 31138300
2016-09-01 128.580002 133.570007 125.919998 130.320007 129.644913 23323400
2016-10-01 129.800003 130.220001 116.300003 118.830002 118.214439 22486100
2016-11-01 119.550003 142.000000 115.029999 134.740005 134.042038 32289000
2016-12-01 134.169998 140.699997 131.029999 133.389999 132.699005 24219000
2017-01-01 133.910004 149.229996 133.520004 146.220001 145.462540 26610800
2017-02-01 147.000000 150.690002 141.929993 148.899994 148.128647 29641100
2017-03-01 150.000000 154.830002 143.850006 146.490005 145.731155 29935500
2017-04-01 146.699997 159.070007 146.699997 156.369995 155.600952 21860200
2017-05-01 156.679993 164.880005 155.320007 161.229996 160.437057 28762200
2017-06-01 161.789993 173.210007 161.199997 167.389999 166.566757 40502300
2017-07-01 168.270004 175.800003 166.809998 173.559998 172.706406 23203800
2017-08-01 174.000000 182.179993 170.550003 182.059998 181.164612 26624400
2017-09-01 182.679993 188.360001 180.039993 186.940002 186.020615 26655400
2017-10-01 187.710007 202.500000 183.080002 197.220001 196.250061 31454000
2017-11-01 198.199997 212.460007 195.250000 211.729996 210.688690 27815000
2017-12-01 211.619995 211.960007 202.240005 203.089996 202.091171 24878100
2018-01-01 204.139999 227.130005 201.300003 208.350006 207.325333 28125000
2018-02-01 207.320007 209.639999 187.139999 195.889999 194.926590 29902600
2018-03-01 195.410004 196.130005 163.020004 167.740005 166.915054 92136000
2018-04-01 168.850006 177.809998 163.800003 171.820007 171.014755 41716700
2018-05-01 172.009995 179.990005 166.250000 169.369995 168.576218 40150600
2018-06-01 170.210007 182.100006 163.970001 169.949997 169.153503 42529200
2018-07-01 169.470001 181.660004 166.880005 179.419998 178.579132 40452000
2018-08-01 179.889999 193.369995 178.570007 188.339996 187.457321 67918900
2018-09-01 187.490005 208.729996 181.779999 208.250000 207.274017 55894300
2018-10-01 209.220001 216.000000 201.229996 213.809998 212.807938 54153400
2018-11-01 219.009995 223.960007 207.190002 223.380005 222.333115 47477600
2018-12-01 224.820007 226.610001 176.520004 189.919998 189.029922 69048800
2019-01-01 187.690002 202.050003 184.300003 199.809998 198.873550 58114900
2019-02-01 195.000000 199.380005 173.240005 174.440002 173.622467 59131000
2019-03-01 176.000000 180.339996 158.580002 160.820007 160.066315 54116200
2019-04-01 162.619995 170.889999 141.949997 158.839996 158.134201 68227800
2019-05-01 158.919998 163.990005 144.429993 148.020004 147.362274 58565000
2019-06-01 147.610001 162.610001 147.500000 157.550003 156.849930 34804600
2019-07-01 158.919998 185.770004 157.320007 169.919998 169.164963 45202900
2019-08-01 170.039993 173.009995 145.509995 153.970001 153.285843 42780400
2019-09-01 152.820007 166.960007 148.130005 151.789993 151.115524 45738000
2019-10-01 152.960007 179.500000 146.500000 178.460007 177.667023 48287500
2019-11-01 179.210007 205.240005 178.000000 199.919998 199.031647 38760200
2019-12-01 199.919998 207.279999 188.800003 204.490005 203.581360 38568900
2020-01-01 205.389999 214.440002 191.089996 192.380005 191.525162 35638900
2020-02-01 193.820007 224.639999 174.220001 182.940002 182.127106 46880500
2020-03-01 183.410004 211.940002 118.500000 177.179993 176.392700 91914100
2020-04-01 169.720001 202.750000 159.389999 195.779999 194.949936 46350300
2020-05-01 192.000000 205.000000 176.520004 197.320007 196.483414 28203200
2020-06-01 196.440002 217.300003 181.059998 187.649994 186.854401 38249100
2020-07-01 187.960007 194.520004 170.789993 172.690002 171.957825 43108500
2020-08-01 173.889999 187.199997 170.839996 177.369995 176.617981 36388900
2020-09-01 176.000000 185.250000 158.839996 169.410004 168.691742 45259000
2020-10-01 169.350006 184.699997 160.369995 166.970001 166.262085 36300200
2020-11-01 169.889999 224.960007 167.610001 209.139999 208.253281 49019600
2020-12-01 213.529999 220.380005 191.529999 208.179993 207.297348 37389700
2021-01-01 209.139999 230.899994 190.880005 217.050003 216.129761 36044200
2021-02-01 218.110001 222.750000 201.630005 209.899994 209.010056 36797600
2021-03-01 212.369995 248.839996 211.039993 241.740005 240.715073 46705600
2021-04-01 242.350006 256.739990 237.869995 249.009995 249.009995 28598700
2021-05-01 250.500000 272.809998 250.000000 262.239990 262.239990 20145200