diff --git "a/etf_data.csv" "b/etf_data.csv"
--- "a/etf_data.csv"
+++ "b/etf_data.csv"
@@ -1,4802 +1,4803 @@
-Date,AGG_Ret,AGG_Vol,COPPER,DTB3,DXY,GLD_Ret,GLD_Vol,GOLD,HY_Spread,MOVE,SKEW,SLV_Ret,SLV_Vol,SPY_Ret,SPY_Vol,T10Y2Y,T10Y3M,TBT_Ret,TBT_Vol,TLT_Ret,TLT_Vol,VIX,VIX_3M,VIX_Spot,VIX_Term_Slope,VIX_YF,VNQ_Ret,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,,
-2008-01-03,0.002655677421499636,,3.1730000972747803,3.16,89.231,0.008366710810346678,,866.4000244140625,6.17,145.60000610351562,111.37999725341795,0.006916965752663984,,-0.000482855079149469,,1.08,0.67,,,-0.001377066617746392,,22.49,22.809999465942383,22.489999771118164,0.31999969482421875,22.489999771118164,-0.031173425026338242,
-2008-01-04,0.002060700736442822,,3.1414999961853027,3.12,89.2467,-0.005142017564280343,,863.0999755859375,6.36,138.10000610351562,109.52999877929688,-0.007719988988914239,,-0.024506803800598997,,1.14,0.68,,,0.00021206813331686725,,23.94,23.690000534057617,23.940000534057617,-0.25,23.940000534057617,-0.040599680160644636,
-2008-01-07,0.0012729212521471744,,3.125,3.19,89.5718,-0.004228833806723897,,859.5999755859375,6.45,130.89999389648438,110.19000244140624,-0.007516276662261845,,-0.0008491505403211974,,1.1,0.59,,,0.00434978458013946,,23.79,23.219999313354492,23.790000915527344,-0.5700016021728516,23.790000915527344,0.009306727041699991,
-2008-01-08,0.0025431779104798657,,3.2734999656677246,3.17,89.3398,0.023711244730771908,,878.0,6.51,124.0,109.16999816894533,0.03567393120278717,,-0.016148251158896065,,1.1,0.61,,,-0.0011620829221192785,,25.43,25.489999771118164,25.43000030517578,0.05999946594238281,25.43000030517578,-0.03462100514956312,
-2008-01-09,-0.002341935071235146,,3.2644999027252197,3.14,89.6807,-0.0026503310759889986,,879.5,6.73,128.0,110.76000213623048,-0.004490038110268935,,0.010510057321937216,,1.13,0.6,,,0.001902432461772241,,24.12,24.5,24.1200008392334,0.37999916076660156,24.1200008392334,0.017660615135999036,
-2008-01-10,-0.002052748677369154,,3.260999917984009,3.16,89.6226,0.019641789581746893,,891.7000122070312,6.63,125.3000030517578,110.25,0.03485826999059838,,0.00655458550385557,,1.2,0.67,,,-0.013508582228663357,,23.45,23.950000762939453,23.450000762939453,0.5,23.450000762939453,0.015406815971226617,
-2008-01-11,0.0043109296359635785,,3.2834999561309814,3.02,89.5215,0.003739397519033183,,896.0999755859375,6.68,130.89999389648438,108.79000091552734,0.0009961297248768375,,-0.008068596797446648,,1.23,0.73,,,0.007809684177032539,,23.68,24.5,23.68000030517578,0.8199996948242188,23.68000030517578,0.00017379420451724137,
-2008-01-14,0.0007807003024349335,,3.316999912261963,3.11,89.2749,0.010837650311902536,,901.5999755859375,6.66,130.55999755859375,111.37999725341795,0.012626797697182335,,0.008062386240080599,,1.23,0.62,,,0.003716127078088771,,22.9,23.670000076293945,22.899999618530273,0.7700004577636719,22.899999618530273,-0.004184010051104692,
-2008-01-15,0.0036060297667377395,,3.2200000286102295,3.09,89.1555,-0.01731073303450259,,901.0,6.74,131.89999389648438,108.1500015258789,-0.02739564091187663,,-0.022012844942653542,,1.19,0.55,,,0.011210476199143393,,23.34,24.389999389648438,23.34000015258789,1.0499992370605469,23.34000015258789,-0.020312154295026308,
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-2008-01-17,0.006039629302328153,,3.1705000400543213,3.0,89.6484,-0.0023067699571152067,,879.5,6.99,135.10000610351562,110.0,0.0040245128533107355,,-0.02591605842936162,,1.22,0.59,,,0.012957706947978265,,28.46,26.440000534057617,28.459999084472656,-2.019998550415039,28.459999084472656,-0.01360655503541952,
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-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,,
-2008-01-22,0.0015497060895732773,,3.188999891281128,2.3,89.84,0.008579272657391002,,889.5999755859375,7.39,147.3000030517578,114.61000061035156,-0.007985043912446588,,-0.010146752093749933,,1.44,1.17,,,0.010682391587310436,,31.01,27.389999389648438,31.010000228881836,-3.6200008392333984,31.010000228881836,0.023964626865562666,
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-2008-01-25,0.0017503864278196613,,3.1760001182556152,2.25,89.2184,0.0024422870363138838,,910.5,6.99,178.8000030517578,112.63999938964844,-0.00012263199145690074,,-0.014445865967791849,,1.38,1.31,,,0.016849747036613794,,29.08,26.860000610351562,29.079999923706055,-2.219999313354492,29.079999923706055,-0.0058043467242174795,
-2008-01-28,0.001941552574668881,,3.181999921798706,2.29,88.9555,0.016057551486582833,,927.0999755859375,7.03,170.1999969482422,114.1500015258789,0.01546195215220969,,0.016536519284650497,,1.41,1.27,,,-0.0037521285462222,,27.78,25.969999313354492,27.780000686645508,-1.8100013732910156,27.780000686645508,0.03386164904481359,
-2008-01-29,-0.003101068803484597,,3.2890000343322754,2.23,88.8342,-0.006539492905952016,,925.0999755859375,6.85,161.8000030517578,113.81999969482422,-0.0009666973455929595,,0.004954318012934333,,1.4,1.41,,,-0.006799758458023275,,27.32,25.649999618530273,27.31999969482422,-1.6700000762939453,27.31999969482422,-0.009035473064161859,
-2008-01-30,0.0015553576728999374,,3.2160000801086426,2.16,88.7442,0.009983499917512129,,920.5999755859375,6.78,146.7100067138672,112.33000183105467,0.008527811597242252,,-0.0073577988081235945,,1.48,1.57,,,-0.006530209961031375,,27.62,26.079999923706055,27.6200008392334,-1.5400009155273438,27.6200008392334,-0.02670103806269153,
-2008-01-31,0.00436637331350509,0.04399885782239038,3.2894999980926514,1.92,88.6547,-0.007169194549399904,0.18956311865556083,922.7000122070312,6.95,153.6999969482422,106.43000030517578,0.00857580587342155,0.2485030485541463,0.01823440502833762,0.23014587837106695,1.5,1.71,,,0.007102736754932115,0.1471059785281175,26.2,25.209999084472656,26.200000762939453,-0.9900016784667969,26.200000762939453,0.020073558131064928,0.48693776435591707
-2008-02-01,-0.0010183213719288098,0.043999025785825,3.260499954223633,2.06,88.4824,-0.02242891704085337,0.2101001060225848,908.7000122070312,6.96,144.6999969482422,114.86000061035156,-0.011832637820618941,0.2556467957345519,0.016088024384307564,0.23947160578930654,1.53,1.52,,,0.006011902658664248,0.1482802658116565,24.02,24.110000610351562,24.020000457763672,0.09000015258789062,24.020000457763672,0.04181636128272537,0.49345145865468465
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-2008-02-05,0.0031087816384307576,0.04478732408663114,3.2035000324249268,2.14,89.076,-0.01593712899285571,0.21800613705148889,885.9000244140625,7.06,145.89999389648438,112.01000213623048,-0.021071727860434097,0.267415695921167,-0.02677425599407257,0.24537280702632724,1.68,1.42,,,0.007639680753517286,0.15498353591210207,28.24,26.989999771118164,28.239999771118164,-1.25,28.239999771118164,-0.035310825533334644,0.4896783519087189
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-2008-02-07,-0.008820021534832634,0.054789845859767865,3.447999954223633,2.12,89.4221,0.01011806134633808,0.20962271249537673,906.0999755859375,7.1,150.39999389648438,112.70999908447266,0.018015271834744828,0.24676789687994344,0.006613854066298996,0.23871576328463265,1.75,1.57,,,-0.02154518176260456,0.1733737984420357,27.66,26.739999771118164,27.65999984741211,-0.9200000762939453,27.65999984741211,0.023633691233682752,0.4777955072994974
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