Week 3 Assignment
ph95
Homework3dataset.xlsx
GDP
| observation_date | Time | GDP |
| 1991-01-01 | 1 | 9269.367 |
| 1991-04-01 | 2 | 9341.642 |
| 1991-07-01 | 3 | 9388.845 |
| 1991-10-01 | 4 | 9421.565 |
| 1992-01-01 | 5 | 9534.346 |
| 1992-04-01 | 6 | 9637.732 |
| 1992-07-01 | 7 | 9732.979 |
| 1992-10-01 | 8 | 9834.510 |
| 1993-01-01 | 9 | 9850.973 |
| 1993-04-01 | 10 | 9908.347 |
| 1993-07-01 | 11 | 9955.641 |
| 1993-10-01 | 12 | 10091.049 |
| 1994-01-01 | 13 | 10188.954 |
| 1994-04-01 | 14 | 10327.019 |
| 1994-07-01 | 15 | 10387.382 |
| 1994-10-01 | 16 | 10506.372 |
| 1995-01-01 | 17 | 10543.644 |
| 1995-04-01 | 18 | 10575.100 |
| 1995-07-01 | 19 | 10665.060 |
| 1995-10-01 | 20 | 10737.478 |
| 1996-01-01 | 21 | 10817.896 |
| 1996-04-01 | 22 | 10998.322 |
| 1996-07-01 | 23 | 11096.976 |
| 1996-10-01 | 24 | 11212.205 |
| 1997-01-01 | 25 | 11284.587 |
| 1997-04-01 | 26 | 11472.137 |
| 1997-07-01 | 27 | 11615.636 |
| 1997-10-01 | 28 | 11715.393 |
| 1998-01-01 | 29 | 11832.486 |
| 1998-04-01 | 30 | 11942.032 |
| 1998-07-01 | 31 | 12091.614 |
| 1998-10-01 | 32 | 12287.000 |
| 1999-01-01 | 33 | 12403.293 |
| 1999-04-01 | 34 | 12498.694 |
| 1999-07-01 | 35 | 12662.385 |
| 1999-10-01 | 36 | 12877.593 |
| 2000-01-01 | 37 | 12924.179 |
| 2000-04-01 | 38 | 13160.842 |
| 2000-07-01 | 39 | 13178.419 |
| 2000-10-01 | 40 | 13260.506 |
| 2001-01-01 | 41 | 13222.690 |
| 2001-04-01 | 42 | 13299.984 |
| 2001-07-01 | 43 | 13244.784 |
| 2001-10-01 | 44 | 13280.859 |
| 2002-01-01 | 45 | 13397.002 |
| 2002-04-01 | 46 | 13478.152 |
| 2002-07-01 | 47 | 13538.072 |
| 2002-10-01 | 48 | 13559.032 |
| 2003-01-01 | 49 | 13634.253 |
| 2003-04-01 | 50 | 13751.543 |
| 2003-07-01 | 51 | 13985.073 |
| 2003-10-01 | 52 | 14145.645 |
| 2004-01-01 | 53 | 14221.147 |
| 2004-04-01 | 54 | 14329.523 |
| 2004-07-01 | 55 | 14464.984 |
| 2004-10-01 | 56 | 14609.876 |
| 2005-01-01 | 57 | 14771.602 |
| 2005-04-01 | 58 | 14839.782 |
| 2005-07-01 | 59 | 14972.054 |
| 2005-10-01 | 60 | 15066.597 |
| 2006-01-01 | 61 | 15267.026 |
| 2006-04-01 | 62 | 15302.705 |
| 2006-07-01 | 63 | 15326.368 |
| 2006-10-01 | 64 | 15456.928 |
| 2007-01-01 | 65 | 15493.328 |
| 2007-04-01 | 66 | 15582.085 |
| 2007-07-01 | 67 | 15666.738 |
| 2007-10-01 | 68 | 15761.967 |
| 2008-01-01 | 69 | 15671.383 |
| 2008-04-01 | 70 | 15752.308 |
| 2008-07-01 | 71 | 15667.032 |
| 2008-10-01 | 72 | 15328.027 |
| 2009-01-01 | 73 | 15155.940 |
| 2009-04-01 | 74 | 15134.117 |
| 2009-07-01 | 75 | 15189.222 |
| 2009-10-01 | 76 | 15356.058 |
| 2010-01-01 | 77 | 15415.145 |
| 2010-04-01 | 78 | 15557.277 |
| 2010-07-01 | 79 | 15671.967 |
| 2010-10-01 | 80 | 15750.625 |
Student_Scores
| Sex | Score |
| Male | 35 |
| Male | 33 |
| Male | 21 |
| Male | 25 |
| Male | 28 |
| Male | 32 |
| Male | 31 |
| Male | 14 |
| Male | 18 |
| Male | 25 |
| Male | 35 |
| Male | 33 |
| Male | 21 |
| Male | 25 |
| Male | 28 |
| Male | 32 |
| Male | 31 |
| Male | 14 |
| Male | 18 |
| Male | 25 |
| Female | 36 |
| Female | 36 |
| Female | 24 |
| Female | 29 |
| Female | 32 |
| Female | 36 |
| Female | 36 |
| Female | 16 |
| Female | 21 |
| Female | 29 |
| Female | 36 |
| Female | 36 |
| Female | 24 |
| Female | 29 |
| Female | 32 |
| Female | 36 |
| Female | 36 |
| Female | 16 |
| Female | 21 |
| Female | 29 |
SP_UE
| observation_date | UNRATE | SP500 |
| 2010-03-01 | 9.9 | 1152.05 |
| 2010-04-01 | 9.9 | 1197.32 |
| 2010-05-01 | 9.6 | 1125.06 |
| 2010-06-01 | 9.4 | 1083.36 |
| 2010-07-01 | 9.4 | 1079.80 |
| 2010-08-01 | 9.5 | 1087.28 |
| 2010-09-01 | 9.5 | 1122.08 |
| 2010-10-01 | 9.4 | 1171.58 |
| 2010-11-01 | 9.8 | 1198.89 |
| 2010-12-01 | 9.3 | 1241.53 |
| 2011-01-01 | 9.1 | 1282.62 |
| 2011-02-01 | 9.0 | 1321.12 |
| 2011-03-01 | 9.0 | 1304.49 |
| 2011-04-01 | 9.1 | 1331.51 |
| 2011-05-01 | 9.0 | 1338.31 |
| 2011-06-01 | 9.1 | 1287.29 |
| 2011-07-01 | 9.0 | 1325.18 |
| 2011-08-01 | 9.0 | 1185.31 |
| 2011-09-01 | 9.0 | 1173.88 |
| 2011-10-01 | 8.8 | 1207.22 |
| 2011-11-01 | 8.6 | 1226.41 |
| 2011-12-01 | 8.5 | 1243.32 |
| 2012-01-01 | 8.3 | 1300.58 |
| 2012-02-01 | 8.3 | 1352.49 |
| 2012-03-01 | 8.2 | 1389.24 |
| 2012-04-01 | 8.2 | 1386.43 |
| 2012-05-01 | 8.2 | 1341.27 |
| 2012-06-01 | 8.2 | 1323.48 |
| 2012-07-01 | 8.2 | 1359.78 |
| 2012-08-01 | 8.1 | 1403.44 |
| 2012-09-01 | 7.8 | 1443.42 |
| 2012-10-01 | 7.8 | 1437.82 |
| 2012-11-01 | 7.7 | 1394.51 |
| 2012-12-01 | 7.9 | 1422.29 |
| 2013-01-01 | 8.0 | 1480.40 |
| 2013-02-01 | 7.7 | 1512.31 |
| 2013-03-01 | 7.5 | 1550.83 |
| 2013-04-01 | 7.6 | 1570.70 |
| 2013-05-01 | 7.5 | 1639.84 |
| 2013-06-01 | 7.5 | 1618.77 |
| 2013-07-01 | 7.3 | 1668.68 |
| 2013-08-01 | 7.2 | 1670.09 |
| 2013-09-01 | 7.2 | 1687.17 |
| 2013-10-01 | 7.2 | 1720.03 |
| 2013-11-01 | 6.9 | 1783.54 |
| 2013-12-01 | 6.7 | 1807.78 |
| 2014-01-01 | 6.6 | 1822.36 |
| 2014-02-01 | 6.7 | 1817.03 |
| 2014-03-01 | 6.7 | 1863.52 |
| 2014-04-01 | 6.2 | 1864.26 |
| 2014-05-01 | 6.3 | 1889.77 |
| 2014-06-01 | 6.1 | 1947.09 |
| 2014-07-01 | 6.2 | 1973.10 |
| 2014-08-01 | 6.1 | 1961.53 |
| 2014-09-01 | 5.9 | 1993.23 |
| 2014-10-01 | 5.7 | 1937.27 |
| 2014-11-01 | 5.8 | 2044.57 |
| 2014-12-01 | 5.6 | 2054.27 |
| 2015-01-01 | 5.7 | 2028.18 |
| 2015-02-01 | 5.5 | 2082.20 |
| 2015-03-01 | 5.4 | 2079.99 |
| 2015-04-01 | 5.4 | 2094.86 |
| 2015-05-01 | 5.6 | 2111.94 |
| 2015-06-01 | 5.3 | 2099.28 |
| 2015-07-01 | 5.2 | 2094.14 |
| 2015-08-01 | 5.1 | 2039.87 |
| 2015-09-01 | 5.0 | 1944.40 |
| 2015-10-01 | 5.0 | 2024.81 |
| 2015-11-01 | 5.1 | 2080.62 |
| 2015-12-01 | 5.0 | 2054.08 |
| 2016-01-01 | 4.9 | 1918.60 |
| 2016-02-01 | 4.9 | 1904.42 |
| 2016-03-01 | 5.0 | 2021.95 |
| 2016-04-01 | 5.0 | 2075.54 |
| 2016-05-01 | 4.8 | 2065.55 |
| 2016-06-01 | 4.9 | 2083.89 |
| 2016-07-01 | 4.8 | 2148.90 |
| 2016-08-01 | 4.9 | 2177.48 |
| 2016-09-01 | 5.0 | 2157.69 |
| 2016-10-01 | 4.9 | 2143.02 |
| 2016-11-01 | 4.7 | 2164.99 |
| 2016-12-01 | 4.7 | 2246.63 |
| 2017-01-01 | 4.7 | 2275.12 |
| 2017-02-01 | 4.6 | 2329.91 |
| 2017-03-01 | 4.4 | 2366.82 |
| 2017-04-01 | 4.4 | 2359.31 |
| 2017-05-01 | 4.4 | 2395.35 |
| 2017-06-01 | 4.3 | 2433.99 |
| 2017-07-01 | 4.3 | 2454.10 |
| 2017-08-01 | 4.4 | 2456.22 |
| 2017-09-01 | 4.2 | 2492.84 |
| 2017-10-01 | 4.1 | 2557.00 |
| 2017-11-01 | 4.2 | 2593.61 |
| 2017-12-01 | 4.1 | 2664.34 |
| 2018-01-01 | 4.1 | 2789.80 |
| 2018-02-01 | 4.1 | 2705.16 |
| 2018-03-01 | 4.0 | 2702.77 |
| 2018-04-01 | 4.0 | 2653.63 |
| 2018-05-01 | 3.8 | 2701.49 |
| 2018-06-01 | 4.0 | 2754.35 |
| 2018-07-01 | 3.8 | 2793.64 |
| 2018-08-01 | 3.8 | 2857.82 |
| 2018-09-01 | 3.7 | 2901.50 |
| 2018-10-01 | 3.8 | 2785.46 |
| 2018-11-01 | 3.7 | 2723.23 |
| 2018-12-01 | 3.9 | 2567.31 |
| 2019-01-01 | 4.0 | 2607.39 |
| 2019-02-01 | 3.8 | 2754.86 |
| 2019-03-01 | 3.8 | 2803.98 |
| 2019-04-01 | 3.6 | 2903.80 |
| 2019-05-01 | 3.6 | 2854.71 |
| 2019-06-01 | 3.7 | 2890.17 |
| 2019-07-01 | 3.7 | 2996.11 |
| 2019-08-01 | 3.7 | 2897.50 |
| 2019-09-01 | 3.5 | 2982.16 |
| 2019-10-01 | 3.6 | 2977.68 |
| 2019-11-01 | 3.5 | 3104.90 |
| 2019-12-01 | 3.5 | 3176.75 |
| 2020-01-01 | 3.6 | 3278.20 |