diff --git "a/etf_data.csv" "b/etf_data.csv"
--- "a/etf_data.csv"
+++ "b/etf_data.csv"
@@ -1,4804 +1,3 @@
-Date,AGG_Mom10d,AGG_Mom21d,AGG_Mom5d,AGG_Mom63d,AGG_RelSPY21d,AGG_Ret,AGG_Trend10d,AGG_Trend5d,AGG_Vol,COPPER,DTB3,DXY,GLD_Mom10d,GLD_Mom21d,GLD_Mom5d,GLD_Mom63d,GLD_Rank21d,GLD_Rank63d,GLD_RelSPY21d,GLD_Ret,GLD_Trend10d,GLD_Trend5d,GLD_Vol,GOLD,HYG_Mom10d,HYG_Mom21d,HYG_Mom5d,HYG_Mom63d,HYG_Rank21d,HYG_Rank63d,HYG_RelSPY21d,HYG_Ret,HYG_Trend10d,HYG_Trend5d,HYG_Vol,HY_Spread,LQD_Mom10d,LQD_Mom21d,LQD_Mom5d,LQD_Mom63d,LQD_Rank21d,LQD_Rank63d,LQD_RelSPY21d,LQD_Ret,LQD_Trend10d,LQD_Trend5d,LQD_Vol,MOVE,SKEW,SLV_Mom10d,SLV_Mom21d,SLV_Mom5d,SLV_Mom63d,SLV_Rank21d,SLV_Rank63d,SLV_RelSPY21d,SLV_Ret,SLV_Trend10d,SLV_Trend5d,SLV_Vol,SPY_Mom10d,SPY_Mom21d,SPY_Mom5d,SPY_Mom63d,SPY_Ret,SPY_Trend10d,SPY_Trend5d,SPY_Vol,T10Y2Y,T10Y3M,TBT_Mom10d,TBT_Mom21d,TBT_Mom5d,TBT_Mom63d,TBT_Rank21d,TBT_Rank63d,TBT_RelSPY21d,TBT_Ret,TBT_Trend10d,TBT_Trend5d,TBT_Vol,TLT_Mom10d,TLT_Mom21d,TLT_Mom5d,TLT_Mom63d,TLT_Rank21d,TLT_Rank63d,TLT_RelSPY21d,TLT_Ret,TLT_Trend10d,TLT_Trend5d,TLT_Vol,VCIT_Mom10d,VCIT_Mom21d,VCIT_Mom5d,VCIT_Mom63d,VCIT_Rank21d,VCIT_Rank63d,VCIT_RelSPY21d,VCIT_Ret,VCIT_Trend10d,VCIT_Trend5d,VCIT_Vol,VIX,VIX_3M,VIX_Spot,VIX_Term_Slope,VIX_YF,VNQ_Mom10d,VNQ_Mom21d,VNQ_Mom5d,VNQ_Mom63d,VNQ_Rank21d,VNQ_Rank63d,VNQ_RelSPY21d,VNQ_Ret,VNQ_Trend10d,VNQ_Trend5d,VNQ_Vol
-2008-01-01,,,,,,,,,,,,89.6297,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
-2008-01-02,,,,,,,,,,3.05049991607666,3.18,89.3514,,,,,,,,,,,,857.0,,,,,,,,,,,,6.1,,,,,,,,,,,,148.6999969482422,110.61000061035156,,,,,,,,,,,,,,,,,,,,1.03,0.65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,23.17,23.600000381469727,23.170000076293945,0.43000030517578125,23.170000076293945,,,,,,,,,,,
-2008-01-03,,,,,,0.0026554849506110756,,,,3.1730000972747803,3.16,89.231,,,,,,,,0.008366710810346678,,,,866.4000244140625,,,,,,,,-0.0019092649699992137,,,,6.17,,,,,,,,-0.003298809952234194,,,,145.60000610351562,111.37999725341795,,,,,,,,0.006916965752663984,,,,,,,,-0.0004829286309557812,,,,1.08,0.67,,,,,,,,,,,,,,,,,,,-0.0013779700997190725,,,,,,,,,,,,,,,22.49,22.809999465942383,22.489999771118164,0.31999969482421875,22.489999771118164,,,,,,,,-0.031173802474945833,,,
-2008-01-04,,,,,,0.002060254276133877,,,,3.1414999961853027,3.12,89.2467,,,,,,,,-0.005142017564280343,,,,863.0999755859375,,,,,,,,-0.0011079121242387746,,,,6.36,,,,,,,,0.008228797495630547,,,,138.10000610351562,109.52999877929688,,,,,,,,-0.007719988988914239,,,,,,,,-0.024506513198324087,,,,1.14,0.68,,,,,,,,,,,,,,,,,,,0.00021213782379758683,,,,,,,,,,,,,,,23.94,23.690000534057617,23.940000534057617,-0.25,23.940000534057617,,,,,,,,-0.04059987790417108,,,
-2008-01-07,,,,,,0.0012734944097387846,,,,3.125,3.19,89.5718,,,,,,,,-0.004228833806723897,,,,859.5999755859375,,,,,,,,-0.005946414502392194,,,,6.45,,,,,,,,-0.0012201973882101091,,,,130.89999389648438,110.19000244140624,,,,,,,,-0.007516276662261845,,,,,,,,-0.0008492258118804052,,,,1.1,0.59,,,,,,,,,,,,,,,,,,,0.004349575249965154,,,,,,,,,,,,,,,23.79,23.219999313354492,23.790000915527344,-0.5700016021728516,23.790000915527344,,,,,,,,0.009306657083715919,,,
-2008-01-08,,,,,,0.002542224186882658,,,,3.2734999656677246,3.17,89.3398,,,,,,,,0.023711244730771908,,,,878.0,,,,,,,,-0.005781558813870213,,,,6.51,,,,,,,,-0.001878745533124282,,,,124.0,109.16999816894533,,,,,,,,0.03567393120278717,,,,,,,,-0.016148325403985475,,,,1.1,0.61,,,,,,,,,,,,,,,,,,,-0.0011620830833558582,,,,,,,,,,,,,,,25.43,25.489999771118164,25.43000030517578,0.05999946594238281,25.43000030517578,,,,,,,,-0.034621149922112515,,,
-2008-01-09,,,0.0061973675428481645,,,-0.0023407958667913675,,0.0061973675428481645,,3.2644999027252197,3.14,89.6807,,,0.019915182998479608,,,,,-0.0026503310759889986,,0.019915182998479608,,879.5,,,-0.025426688231917738,,,,,-0.010913426631959267,,-0.025426688231917738,,6.73,,,-0.0002819816538663922,,,,,-0.002069284979347552,,-0.0002819816538663922,,128.0,110.76000213623048,,,0.02239790156472954,,,,,-0.004490038110268935,,0.02239790156472954,,,,-0.031463362706529385,,0.010510440833487289,,-0.031463362706529385,,1.13,0.6,,,,,,,,,,,,,,0.00391907223361021,,,,,0.0019026410900326862,,0.00391907223361021,,,,,,,,,,,,,24.12,24.5,24.1200008392334,0.37999916076660156,24.1200008392334,,,-0.07834223853064082,,,,,0.01766098262144533,,-0.07834223853064082,
-2008-01-10,,,0.0014718652423333367,,,-0.00205338326311566,,0.0014718652423333367,,3.260999917984009,3.16,89.6226,,,0.03131939131393824,,,,,0.019641789581746893,,0.03131939131393824,,891.7000122070312,,,-0.016312713995033867,,,,,0.007424638529402783,,-0.016312713995033867,,6.63,,,9.444984054352012e-05,,,,,-0.0029235144073259667,,9.444984054352012e-05,,125.3000030517578,110.25,,,0.05076879190770045,,,,,0.03485826999059838,,0.05076879190770045,,,,-0.024644349325584902,,0.006554203493642108,,-0.024644349325584902,,1.2,0.67,,,,,,,,,,,,,,-0.00827595367590106,,,,,-0.013508650614979634,,-0.00827595367590106,,,,,,,,,,,,,23.45,23.950000762939453,23.450000762939453,0.5,23.450000762939453,,,-0.03402952074169119,,,,,0.015406743658605171,,-0.03402952074169119,
-2008-01-11,,,0.0037217928210269147,,,0.004311503741901923,,0.0037217928210269147,,3.2834999561309814,3.02,89.5215,,,0.040526309044350395,,,,,0.003739397519033183,,0.040526309044350395,,896.0999755859375,,,-0.013104268796085283,,,,,0.002150125840884032,,-0.013104268796085283,,6.68,,,-0.0008453378078933094,,,,,0.007281366009698642,,-0.0008453378078933094,,130.89999389648438,108.79000091552734,,,0.05999867201148512,,,,,0.0009961297248768375,,0.05999867201148512,,,,-0.008208755583718141,,-0.008068596797446648,,-0.008208755583718141,,1.23,0.73,,,,,,,,,,,,,,-0.0007426732866013808,,,,,0.0078098949931797446,,-0.0007426732866013808,,,,,,,,,,,,,23.68,24.5,23.68000030517578,0.8199996948242188,23.68000030517578,,,0.0070239507625768915,,,,,0.00017435528346654294,,0.0070239507625768915,
-2008-01-14,,,0.0032270309021571464,,,0.000779939324105916,,0.0032270309021571464,,3.316999912261963,3.11,89.2749,,,0.05626995943559576,,,,,0.010837650311902536,,0.05626995943559576,,901.5999755859375,,,-0.010648835910647803,,,,,-0.0034731726121468576,,-0.010648835910647803,,6.66,,,-0.003757131428895333,,,,,-0.004130898571998887,,-0.003757131428895333,,130.55999755859375,111.37999725341795,,,0.08151200423967864,,,,,0.012626797697182335,,0.08151200423967864,,,,0.0006380455506416194,,0.008063222500451994,,0.0006380455506416194,,1.23,0.62,,,,,,,,,,,,,,-0.0013742980049715747,,,,,0.003714731751044642,,-0.0013742980049715747,,,,,,,,,,,,,22.9,23.670000076293945,22.899999618530273,0.7700004577636719,22.899999618530273,,,-0.006437112289849889,,,,,-0.004184919298305112,,-0.006437112289849889,
-2008-01-15,,,0.004292135228882721,,,0.0036066014692073267,,0.004292135228882721,,3.2200000286102295,3.09,89.1555,,,0.013943294555119667,,,,,-0.01731073303450259,,0.013943294555119667,,901.0,,,-0.0023460701164138564,,,,,0.002562053813376153,,-0.0023460701164138564,,6.74,,,0.003481500815679439,,,,,0.0053735349343304595,,0.003481500815679439,,131.89999389648438,108.1500015258789,,,0.015651024939898228,,,,,-0.02739564091187663,,0.015651024939898228,,,,-0.0053277424508244575,,-0.022014033330668648,,-0.0053277424508244575,,1.19,0.55,,,,,,,,,,,,,,0.010996618182911755,,,,,0.011211462010436879,,0.010996618182911755,,,,,,,,,,,,,23.34,24.389999389648438,23.34000015258789,1.0499992370605469,23.34000015258789,,,0.008290276429273824,,,,,-0.020311527690665687,,0.008290276429273824,
-2008-01-16,0.009837383591983828,,0.003617596474163376,,,-0.003010879574095293,0.009837383591983828,0.003617596474163376,,3.1614999771118164,3.06,89.6701,0.021682728313181077,,0.001733031671814933,,,,,-0.014660767665031549,0.021682728313181077,0.001733031671814933,,880.5999755859375,-0.018090018277196473,,0.007528084204779795,,,,,-0.0011240666445774261,-0.018090018277196473,0.007528084204779795,,6.83,0.003771089516902526,,0.004054214384846322,,,,,-0.0014997393911966306,0.003771089516902526,0.004054214384846322,,133.0,108.48999786376952,0.031225294307154927,,0.008634009057447711,,,,,-0.011367901709265826,0.031225294307154927,0.008634009057447711,,-0.054853973085973506,,-0.024150465226393636,,-0.008611996477162931,-0.054853973085973506,-0.024150465226393636,,1.23,0.6,,,,,,,,,,,,0.005720385369520686,,0.001794281218209015,,,,,-0.007216920284670247,0.005720385369520686,0.001794281218209015,,,,,,,,,,,,,24.38,24.360000610351562,24.3799991607666,-0.019998550415039062,24.3799991607666,-0.07638345612233544,,0.002125281737097806,,,,,0.011438692569701647,-0.07638345612233544,0.002125281737097806,
-2008-01-17,0.013246723419726214,,0.011757552644320768,,,0.006040577772375544,0.013246723419726214,0.011757552644320768,,3.1705000400543213,3.0,89.6484,0.010868298568336154,,-0.019830028328611915,,,,,-0.0023067699571152067,0.010868298568336154,-0.019830028328611915,,879.5,-0.023160025315633104,,-0.006960861869434232,,,,,-0.007062819924926855,-0.023160025315633104,-0.006960861869434232,,6.99,0.011821730271825759,,0.011726172896121989,,,,,0.004695127415438982,0.011821730271825759,0.011726172896121989,,135.10000610351562,110.0,0.028263013708202722,,-0.021418392297926858,,,,,0.0040245128533107355,0.028263013708202722,-0.021418392297926858,,-0.0789039747776068,,-0.055630605527843935,,-0.025916445328612592,-0.0789039747776068,-0.055630605527843935,,1.22,0.59,,,,,,,,,,,,0.02015797159443866,,0.02867120685006319,,,,,0.012957715914530876,0.02015797159443866,0.02867120685006319,,,,,,,,,,,,,28.46,26.440000534057617,28.459999084472656,-2.019998550415039,28.459999084472656,-0.059635906200431577,,-0.02650845549483205,,,,,-0.013606484937974339,-0.059635906200431577,-0.02650845549483205,
-2008-01-18,0.01096659778275555,,0.007217941279691331,,,-0.00019469826677009916,0.01096659778275555,0.007217941279691331,,3.2244999408721924,2.79,89.8993,0.026900046862569305,,-0.013095547958124953,,,,,0.010635816982026647,0.026900046862569305,-0.013095547958124953,,880.7999877929688,-0.014415237812384185,,-0.0013283764179419233,,,,,0.007834288516119559,-0.014415237812384185,-0.0013283764179419233,,7.04,0.0018753754971576608,,0.002723015172727994,,,,,-0.0016822382272674297,0.0018753754971576608,0.002723015172727994,,137.10000610351562,110.62000274658205,0.05689990638687026,,-0.0029233674592578085,,,,,0.019914785192096218,0.05689990638687026,-0.0029233674592578085,,-0.06545900116024916,,-0.05772408851040589,,-0.010267515488192713,-0.06545900116024916,-0.05772408851040589,,1.3,0.8,,,,,,,,,,,,0.012942052253151815,,0.01369489637345267,,,,,-0.006862697948384011,0.012942052253151815,0.01369489637345267,,,,,,,,,,,,,27.18,25.989999771118164,27.18000030517578,-1.1900005340576172,27.18000030517578,-0.03283570580331796,,-0.03958163709583151,,,,,-0.01325715426901719,-0.03283570580331796,-0.03958163709583151,
-2008-01-21,,,,,,,,,,3.2244999408721924,2.79,89.9265,,,,,,,,,,,,880.7999877929688,,,,,,,,,,,,7.05,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.3,0.8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,27.18,25.989999771118164,27.18000030517578,-1.1900005340576172,27.18000030517578,,,,,,,,,,,
-2008-01-22,0.011245421038245995,,0.00799259777607686,,,0.0015496443200919696,0.011245421038245995,0.00799259777607686,,3.188999891281128,2.3,89.84,0.040108548549258494,,-0.015300454909247807,,,,,0.008579272657391002,0.040108548549258494,-0.015300454909247807,,889.5999755859375,-0.015415869839195961,,-0.004818343679754977,,,,,-0.006955644648978687,-0.015415869839195961,-0.004818343679754977,,7.39,0.00525933665321765,,0.009050471894514134,,,,,0.002153308077794902,0.00525933665321765,0.009050471894514134,,147.3000030517578,114.61000061035156,0.05640071425788351,,-0.02321868817299788,,,,,-0.007985043912446588,0.05640071425788351,-0.02321868817299788,,-0.07415538201420901,,-0.07474573638032378,,-0.010146833593300597,-0.07415538201420901,-0.07474573638032378,,1.44,1.17,,,,,,,,,,,,0.019328138241753168,,0.020730926717954512,,,,,0.010681490028204177,0.019328138241753168,0.020730926717954512,,,,,,,,,,,,,31.01,27.389999389648438,31.010000228881836,-3.6200008392333984,31.010000228881836,-0.018788985279913906,,-0.012431898516792717,,,,,0.023965437003048873,-0.018788985279913906,-0.012431898516792717,
-2008-01-23,0.005657261414628412,,0.0013592919210052568,,,-0.00299784142095072,0.005657261414628412,0.0013592919210052568,,3.063499927520752,2.16,89.9138,0.012790972873536921,,-0.0011364754693586887,,,,,-0.0031756695600737572,0.012790972873536921,-0.0011364754693586887,,882.5,-0.007751386567566465,,-0.005418027523615643,,,,,0.0019579226355941337,-0.007751386567566465,-0.005418027523615643,,7.48,0.00846918743506242,,0.004970382229596337,,,,,0.0013083129424455997,0.00846918743506242,0.004970382229596337,,165.10000610351562,113.06999969482422,0.01988450692163224,,0.004168244680287314,,,,,-0.00012582119620574428,0.01988450692163224,0.004168244680287314,,-0.036354517156274135,,-0.031192962777405908,,0.024020881684527984,-0.036354517156274135,-0.031192962777405908,,1.42,1.3,,,,,,,,,,,,0.018187120729779682,,0.00711229139400249,,,,,-0.002280164211569402,0.018187120729779682,0.00711229139400249,,,,,,,,,,,,,29.02,26.25,29.020000457763672,-2.770000457763672,29.020000457763672,0.11281373899649183,,0.10366405886345942,,,,,0.09485812081896938,0.11281373899649183,0.10366405886345942,
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