Date	Netflix Returns	S&P500 Returns
28/6/2002	-0.071665555	-0.07246472
31/7/2002	-0.045746919	-0.07899496
30/8/2002	-0.017977582	0.00488142
30/9/2002	-0.260106772	-0.1100134
31/10/2002	-0.075154647	0.0864355
29/11/2002	0.209452763	0.05706964
31/12/2002	0.014746529	-0.06033258
31/1/2003	0.198910043	-0.0274147
28/2/2003	0.296212196	-0.01700362
31/3/2003	0.189362928	0.008357606
30/4/2003	0.12039306	0.08104412
30/5/2003	-0.013157861	0.05089866
30/6/2003	0.135555521	0.01132224
31/7/2003	0.025440374	0.0162237
29/8/2003	0.272137433	0.01787319
30/9/2003	0.006900676	-0.01194433
31/10/2003	0.707389653	0.0549615
28/11/2003	-0.14485164	0.007128513
31/12/2003	0.116122425	0.05076545
30/1/2004	0.342293024	0.01727642
27/2/2004	-0.062797986	0.01220903
31/3/2004	-0.00813961	-0.01635894
30/4/2004	-0.256740868	-0.01679083
28/5/2004	0.298107147	0.01208345
30/6/2004	0.093560204	0.01798908
30/7/2004	-0.430555552	-0.03429052
31/8/2004	-0.319512218	0.002287332
30/9/2004	0.105376363	0.009363906
29/10/2004	-0.385862499	0.01401425
30/11/2004	0.201689526	0.03859494
31/12/2004	0.08347977	0.03245813
31/1/2005	-0.067315482	-0.02529045
28/2/2005	-0.069565237	0.01890338
31/3/2005	0.014018745	-0.01911765
29/4/2005	0.064516112	-0.02010859
31/5/2005	0.237229407	0.02995203
30/6/2005	0.148355484	-0.000142677
29/7/2005	0.131017655	0.0359682
31/8/2005	0.161637932	-0.01122203
30/9/2005	0.205473125	0.00694894
31/10/2005	0.016160065	-0.01774074
30/11/2005	0.042786863	0.03518612
30/12/2005	-0.017429246	-0.000952396
31/1/2006	0.0181079	0.02546684
28/2/2006	-0.026860246	0.000453097
31/3/2006	0.081312954	0.01106461
28/4/2006	0.022421511	0.01218693
31/5/2006	-0.065789439	-0.0309169
30/6/2006	-0.01733483	8.6608E-05
31/7/2006	-0.239617735	0.005085813
31/8/2006	-0.032382797	0.02127426
29/9/2006	0.137862146	0.02456627
31/10/2006	0.214222953	0.03150803
30/11/2006	0.058568362	0.01646661
29/12/2006	-0.116803281	0.01261575
31/1/2007	-0.11794281	0.01405908
28/2/2007	-0.012275265	-0.02184615
30/3/2007	0.029294267	0.009979955
30/4/2007	-0.043984495	0.04329068
31/5/2007	-0.012183114	0.03254923
29/6/2007	-0.114607878	-0.01781631
31/7/2007	-0.111397624	-0.03198191
31/8/2007	0.016831161	0.01286359
28/9/2007	0.184355035	0.035794
31/10/2007	0.27566871	0.01482233
30/11/2007	-0.127313897	-0.04404343
31/12/2007	0.152380973	-0.008628489
31/1/2008	-0.055221681	-0.06116347
29/2/2008	0.255666018	-0.03476116
31/3/2008	0.097213477	-0.005959583
30/4/2008	-0.077056333	0.04754668
30/5/2008	-0.050656628	0.01067415
30/6/2008	-0.141304374	-0.08596238
31/7/2008	0.184886828	-0.009859375
29/8/2008	-0.001618622	0.0121905
30/9/2008	0.001296985	-0.09079146
31/10/2008	-0.198186502	-0.1694245
28/11/2008	-0.071890175	-0.07484903
31/12/2008	0.300696254	0.007821565
30/1/2009	0.209100038	-0.08565735
27/2/2009	0.00276708	-0.1099312
31/3/2009	0.184326604	0.08540451
30/4/2009	0.055685073	0.09392507
29/5/2009	-0.129993439	0.05308143
30/6/2009	0.048706293	0.000195835
31/7/2009	0.062893048	0.07414176
31/8/2009	-0.00705502	0.03356017
30/9/2009	0.058216754	0.03572338
30/10/2009	0.157678202	-0.01976199
30/11/2009	0.09691301	0.057364
31/12/2009	-0.06037866	0.0177706
29/1/2010	0.129969135	-0.03697426
26/2/2010	0.061044227	0.02851369
31/3/2010	0.116426863	0.05879637
30/4/2010	0.341198862	0.01475933
28/5/2010	0.123862483	-0.08197591
30/6/2010	-0.022492127	-0.05388238
30/7/2010	-0.056143567	0.06877783
31/8/2010	0.223988235	-0.04744916
30/9/2010	0.291905731	0.0875511
29/10/2010	0.070362628	0.03685594
30/11/2010	0.186264828	-0.002290283
31/12/2010	-0.146673128	0.06530007
31/1/2011	0.218440562	0.02264559
28/2/2011	-0.034613244	0.03195658
31/3/2011	0.150529832	-0.001047302
29/4/2011	-0.021490457	0.02849536
31/5/2011	0.163880125	-0.01350093
30/6/2011	-0.029948249	-0.01825751
29/7/2011	0.012562289	-0.02147444
31/8/2011	-0.116470531	-0.0567911
30/9/2011	-0.518020511	-0.07176201
31/10/2011	-0.27535972	0.107723
30/11/2011	-0.213815823	-0.005058645
30/12/2011	0.073764175	0.008532751
31/1/2012	0.734737992	0.04358302
29/2/2012	-0.078785308	0.04058945
30/3/2012	0.038923483	0.03133238
30/4/2012	-0.303372741	-0.007497497
31/5/2012	-0.208385333	-0.06265067
29/6/2012	0.079523996	0.03955492
31/7/2012	-0.169891253	0.01259764
31/8/2012	0.050483778	0.01976336
28/9/2012	-0.088412635	0.02423609
31/10/2012	0.455536455	-0.0197894
30/11/2012	0.031178886	0.002846703
31/12/2012	0.133153811	0.00706831
31/1/2013	0.7846421	0.05042806
28/2/2013	0.138223156	0.0110606
28/3/2013	0.006380247	0.0359878
30/4/2013	0.1415364	0.01808576
31/5/2013	0.047114324	0.02076278
28/6/2013	-0.067005537	-0.01499933
31/7/2013	0.15819791	0.04946211
30/8/2013	0.16126214	-0.03129801
30/9/2013	0.089112706	0.02974948
31/10/2013	0.042915881	0.04459576
29/11/2013	0.134333834	0.02804946
31/12/2013	0.006479021	0.02356283
31/1/2014	0.111796103	-0.0355829
28/2/2014	0.088681549	0.04311704
31/3/2014	-0.210039735	0.006932158
30/4/2014	-0.085191578	0.006200797
30/5/2014	0.297447443	0.02103028
30/6/2014	0.054495897	0.01905831
31/7/2014	-0.040581036	-0.01507986
29/8/2014	0.129920542	0.03765532
30/9/2014	-0.055397414	-0.01551386
31/10/2014	-0.129460543	0.02320146
28/11/2014	-0.117575154	0.02453358
31/12/2014	-0.014368594	-0.004188512
30/1/2015	0.293287694	-0.03104085
27/2/2015	0.074943453	0.05489251
31/3/2015	-0.122591652	-0.01739606
30/4/2015	0.335525215	0.008520762
29/5/2015	0.121401615	0.01049144
30/6/2015	0.05268725	-0.02101177
31/7/2015	0.218025967	0.01974204
31/8/2015	0.006298672	-0.0625808
30/9/2015	-0.102321103	-0.02644282
30/10/2015	0.049583528	0.08298308
30/11/2015	0.13794063	0.000504963
31/12/2015	-0.072569564	-0.0175302
29/1/2016	-0.197062433	-0.05073534
29/2/2016	0.017095027	-0.004128355
31/3/2016	0.09442243	0.06599111
29/4/2016	-0.119338788	0.00269937
31/5/2016	0.13928692	0.01532949
30/6/2016	-0.108121246	0.000906074
29/7/2016	-0.002514247	0.03560981
31/8/2016	0.067945175	-0.001219176
30/9/2016	0.011287902	-0.001234483
31/10/2016	0.267072529	-0.01942562
30/11/2016	-0.063025564	0.03417445
30/12/2016	0.058119684	0.01820075
31/1/2017	0.1365913	0.01788434
28/2/2017	0.010091664	0.03719826
31/3/2017	0.039963361	-0.00038923
28/4/2017	0.029700287	0.009091217
31/5/2017	0.071419254	0.01157621
30/6/2017	-0.083767727	0.004813832
31/7/2017	0.215848997	0.01934877
31/8/2017	-0.038258266	0.000546492
29/9/2017	0.038005833	0.0193029
31/10/2017	0.083154045	0.02218818
30/11/2017	-0.045054171	0.0280826
29/12/2017	0.023350064	0.009831619
31/1/2018	0.408105731	0.05617873
28/2/2018	0.077987485	-0.03894738
29/3/2018	0.013624824	-0.02688451
30/4/2018	0.057931218	0.002718801
31/5/2018	0.125264078	0.02160835
29/6/2018	0.113282099	0.0048424
31/7/2018	-0.137904555	0.03602159
31/8/2018	0.089583583	0.03026322
28/9/2018	0.017542461	0.004294301
31/10/2018	-0.193381995	-0.06940336
30/11/2018	-0.05185895	0.01785938
31/12/2018	-0.064551078	-0.09177695
31/1/2019	0.268400192	0.0786844
28/2/2019	0.05478647	0.02972893
29/3/2019	-0.004300498	0.01792429
30/4/2019	0.039208017	0.03931344
31/5/2019	-0.073568329	-0.06577773
28/6/2019	0.070030324	0.06893019
31/7/2019	-0.120685004	0.01312819
30/8/2019	-0.090529092	-0.01809165
30/9/2019	-0.088953204	0.01718117
31/10/2019	0.073948167	0.02043175
29/11/2019	0.094812289	0.03404706
31/12/2019	0.028316289	0.0285898
31/1/2020	0.066507988	-0.00162809
28/2/2020	0.069373213	-0.08411047
31/3/2020	0.017532453	-0.1251193
30/4/2020	0.118109204	0.1268441
29/5/2020	-0.000285805	0.04528178
30/6/2020	0.084125504	0.0183884
31/7/2020	0.074367076	0.0551013
31/8/2020	0.083210588	0.07006469
30/9/2020	-0.055763274	-0.03922796
30/10/2020	-0.048577104	-0.02766578
30/11/2020	0.031445794	0.1075457
31/12/2020	0.101956323	0.03712141

Returns on S&P 500

Time series plot on netflix and S&P 500

analyze the S&P returns graph and the time series plot graph. Discuss the purpose of time series plots of the data and comment on any features of the return variables that you notice from your time series plots.

Monthly Returns on Netflix and the S\&P 500