diff --git "a/etf_data.csv" "b/etf_data.csv"
--- "a/etf_data.csv"
+++ "b/etf_data.csv"
@@ -1,4804 +1,4804 @@
-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,HY_Spread,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,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,,,,,,0.0026556770819414766,,,,3.1730000972747803,3.16,89.231,,,,,,,,0.008366710810346678,,,,866.4000244140625,6.17,145.60000610351562,111.37999725341795,,,,,,,,0.006916965752663984,,,,,,,,-0.0004830020762472964,,,,1.08,0.67,,,,,,,,,,,,,,,,,,,-0.0013774839930903449,,,,22.49,22.809999465942383,22.489999771118164,0.31999969482421875,22.489999771118164,,,,,,,,-0.031173420934123564,,,
-2008-01-04,,,,,,0.0020603816673088193,,,,3.1414999961853027,3.12,89.2467,,,,,,,,-0.005142017564280343,,,,863.0999755859375,6.36,138.10000610351562,109.52999877929688,,,,,,,,-0.007719988988914239,,,,,,,,-0.02450636429217845,,,,1.14,0.68,,,,,,,,,,,,,,,,,,,0.00021234695443461682,,,,23.94,23.690000534057617,23.940000534057617,-0.25,23.940000534057617,,,,,,,,-0.04059967465953307,,,
-2008-01-07,,,,,,0.001273812317476919,,,,3.125,3.19,89.5718,,,,,,,,-0.004228833806723897,,,,859.5999755859375,6.45,130.89999389648438,110.19000244140624,,,,,,,,-0.007516276662261845,,,,,,,,-0.0008490748205998155,,,,1.1,0.59,,,,,,,,,,,,,,,,,,,0.0043490181473857525,,,,23.79,23.219999313354492,23.790000915527344,-0.5700016021728516,23.790000915527344,,,,,,,,0.009306584496977077,,,
-2008-01-08,,,,,,0.0025419051483446253,,,,3.2734999656677246,3.17,89.3398,,,,,,,,0.023711244730771908,,,,878.0,6.51,124.0,109.16999816894533,,,,,,,,0.03567393120278717,,,,,,,,-0.016148696629264325,,,,1.1,0.61,,,,,,,,,,,,,,,,,,,-0.001161667564944291,,,,25.43,25.489999771118164,25.43000030517578,0.05999946594238281,25.43000030517578,,,,,,,,-0.03462100514956312,,,
-2008-01-09,,,0.006197240474053123,,,-0.002341239138292095,,0.006197240474053123,,3.2644999027252197,3.14,89.6807,,,0.019915182998479608,,,,,-0.0026503310759889986,,0.019915182998479608,,879.5,6.73,128.0,110.76000213623048,,,0.02239790156472954,,,,,-0.004490038110268935,,0.02239790156472954,,,,-0.031463431596687186,,0.010510517535797126,,-0.031463431596687186,,1.13,0.6,,,,,,,,,,,,,,0.0039198407733451734,,,,,0.0019028498505127,,0.0039198407733451734,,24.12,24.5,24.1200008392334,0.37999916076660156,24.1200008392334,,,-0.0783417442930413,,,,,0.017660832555394634,,-0.0783417442930413,
-2008-01-10,,,0.0014714825808674892,,,-0.002053447321823443,,0.0014714825808674892,,3.260999917984009,3.16,89.6226,,,0.03131939131393824,,,,,0.019641789581746893,,0.03131939131393824,,891.7000122070312,6.63,125.3000030517578,110.25,,,0.05076879190770045,,,,,0.03485826999059838,,0.05076879190770045,,,,-0.024644494616594903,,0.006554051187120047,,-0.024644494616594903,,1.2,0.67,,,,,,,,,,,,,,-0.008275398458920002,,,,,-0.01350837332390542,,-0.008275398458920002,,23.45,23.950000762939453,23.450000762939453,0.5,23.450000762939453,,,-0.03402952074169119,,,,,0.015406599033393364,,-0.03402952074169119,
-2008-01-11,,,0.003721028548565375,,,0.004311250444081427,,0.003721028548565375,,3.2834999561309814,3.02,89.5215,,,0.040526309044350395,,,,,0.003739397519033183,,0.040526309044350395,,896.0999755859375,6.68,130.89999389648438,108.79000091552734,,,0.05999867201148512,,,,,0.0009961297248768375,,0.05999867201148512,,,,-0.008208452128534272,,-0.008067994123730049,,-0.008208452128534272,,1.23,0.73,,,,,,,,,,,,,,-0.0007423946355281652,,,,,0.007809822525881804,,-0.0007423946355281652,,23.68,24.5,23.68000030517578,0.8199996948242188,23.68000030517578,,,0.00702345496842649,,,,,0.00017407474399200318,,0.00702345496842649,
-2008-01-14,,,0.0032259489248585016,,,0.0007799397690990695,,0.0032259489248585016,,3.316999912261963,3.11,89.2749,,,0.05626995943559576,,,,,0.010837650311902536,,0.05626995943559576,,901.5999755859375,6.66,130.55999755859375,111.37999725341795,,,0.08151200423967864,,,,,0.012626797697182335,,0.08151200423967864,,,,0.0006371397458837524,,0.008062153878668488,,0.0006371397458837524,,1.23,0.62,,,,,,,,,,,,,,-0.0013729807571103425,,,,,0.0037152190662794737,,-0.0013729807571103425,,22.9,23.670000076293945,22.899999618530273,0.7700004577636719,22.899999618530273,,,-0.006437601137391447,,,,,-0.004184990594797933,,-0.006437601137391447,
-2008-01-15,,,0.0042921978007628425,,,0.00360742700865635,,0.0042921978007628425,,3.2200000286102295,3.09,89.1555,,,0.013943294555119667,,,,,-0.01731073303450259,,0.013943294555119667,,901.0,6.74,131.89999389648438,108.1500015258789,,,0.015651024939898228,,,,,-0.02739564091187663,,0.015651024939898228,,,,-0.005327358939274496,,-0.0220131399646738,,-0.005327358939274496,,1.19,0.55,,,,,,,,,,,,,,0.010996134291455961,,,,,0.011210064834379363,,0.010996134291455961,,23.34,24.389999389648438,23.34000015258789,1.0499992370605469,23.34000015258789,,,0.008289404348402307,,,,,-0.02031174609416042,,0.008289404348402307,
-2008-01-16,0.009837704502798417,,0.0036180421514873107,,,-0.0030109419311218355,0.009837704502798417,0.0036180421514873107,,3.1614999771118164,3.06,89.6701,0.021682728313181077,,0.001733031671814933,,,,,-0.014660767665031549,0.021682728313181077,0.001733031671814933,,880.5999755859375,6.83,133.0,108.48999786376952,0.031225294307154927,,0.008634009057447711,,,,,-0.011367901709265826,0.031225294307154927,0.008634009057447711,,-0.054854479634735775,,-0.0241509188203497,,-0.008612764287865726,-0.054854479634735775,-0.0241509188203497,,1.23,0.6,,,,,,,,,,,,0.00572157285524888,,0.0017946971548201684,,,,,-0.0072158260545902575,0.00572157285524888,0.0017946971548201684,,24.38,24.360000610351562,24.3799991607666,-0.019998550415039062,24.3799991607666,-0.07638335493094772,,0.0021248541419416345,,,,,0.011438986656408412,-0.07638335493094772,0.0021248541419416345,
-2008-01-17,0.01324582991732326,,0.011757047046524471,,,0.006039563700398931,0.01324582991732326,0.011757047046524471,,3.1705000400543213,3.0,89.6484,0.010868298568336154,,-0.019830028328611915,,,,,-0.0023067699571152067,0.010868298568336154,-0.019830028328611915,,879.5,6.99,135.10000610351562,110.0,0.028263013708202722,,-0.021418392297926858,,,,,0.0040245128533107355,0.028263013708202722,-0.021418392297926858,,-0.07890426318136934,,-0.05563076054350591,,-0.025916299841820423,-0.07890426318136934,-0.05563076054350591,,1.22,0.59,,,,,,,,,,,,0.02015937102372134,,0.028672042055279734,,,,,0.012958402520378387,0.02015937102372134,0.028672042055279734,,28.46,26.440000534057617,28.459999084472656,-2.019998550415039,28.459999084472656,-0.059636109445069696,,-0.02650866589943801,,,,,-0.013606417741314436,-0.059636109445069696,-0.02650866589943801,
-2008-01-18,0.010967359251342623,,0.007219466860484136,,,-0.00019293644933882081,0.010967359251342623,0.007219466860484136,,3.2244999408721924,2.79,89.8993,0.026900046862569305,,-0.013095547958124953,,,,,0.010635816982026647,0.026900046862569305,-0.013095547958124953,,880.7999877929688,7.04,137.10000610351562,110.62000274658205,0.05689990638687026,,-0.0029233674592578085,,,,,0.019914785192096218,0.05689990638687026,-0.0029233674592578085,,-0.06545921255228304,,-0.05772458995705043,,-0.010267278390268864,-0.06545921255228304,-0.05772458995705043,,1.3,0.8,,,,,,,,,,,,0.012941356397849768,,0.013693917324138605,,,,,-0.006864534907709996,0.012941356397849768,0.013693917324138605,,27.18,25.989999771118164,27.18000030517578,-1.1900005340576172,27.18000030517578,-0.032835698847221595,,-0.03958115733947609,,,,,-0.013256724866277825,-0.032835698847221595,-0.03958115733947609,
-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,,,,,,,,,,,
-2008-01-22,0.011245415321144314,,0.007993679195479553,,,0.001549202277895123,0.011245415321144314,0.007993679195479553,,3.188999891281128,2.3,89.84,0.040108548549258494,,-0.015300454909247807,,,,,0.008579272657391002,0.040108548549258494,-0.015300454909247807,,889.5999755859375,7.39,147.3000030517578,114.61000061035156,0.05640071425788351,,-0.02321868817299788,,,,,-0.007985043912446588,0.05640071425788351,-0.02321868817299788,,-0.07415573135236175,,-0.07474524792997328,,-0.010146833593300597,-0.07415573135236175,-0.07474524792997328,,1.44,1.17,,,,,,,,,,,,0.01932808093558891,,0.020729522928784494,,,,,0.010681566895782035,0.01932808093558891,0.020729522928784494,,31.01,27.389999389648438,31.010000228881836,-3.6200008392333984,31.010000228881836,-0.01878961232715992,,-0.01243204372861606,,,,,0.02396470162786679,-0.01878961232715992,-0.01243204372861606,
-2008-01-23,0.005657767443546957,,0.0013597333980830406,,,-0.0029976513862338683,0.005657767443546957,0.0013597333980830406,,3.063499927520752,2.16,89.9138,0.012790972873536921,,-0.0011364754693586887,,,,,-0.0031756695600737572,0.012790972873536921,-0.0011364754693586887,,882.5,7.48,165.10000610351562,113.06999969482422,0.01988450692163224,,0.004168244680287314,,,,,-0.00012582119620574428,0.01988450692163224,0.004168244680287314,,-0.036354517156274135,,-0.031193336316068798,,0.024020881684527984,-0.036354517156274135,-0.031193336316068798,,1.42,1.3,,,,,,,,,,,,0.018187680156756425,,0.00711332676889076,,,,,-0.002279144885093287,0.018187680156756425,0.00711332676889076,,29.02,26.25,29.020000457763672,-2.770000457763672,29.020000457763672,0.1128128366150496,,0.10366411847221046,,,,,0.09485809686137747,0.1128128366150496,0.10366411847221046,
-2008-01-24,0.005475033545866204,,0.001850296942049967,,,-0.002522519569696735,0.005475033545866204,0.001850296942049967,,3.1649999618530273,2.32,89.203,0.04078565747924823,,0.03898506345773334,,,,,0.02491753847553424,0.04078565747924823,0.03898506345773334,,905.5,7.12,171.6999969482422,113.37000274658205,0.05025765182285746,,0.04126734017654865,,,,,0.02515720931616272,0.05025765182285746,0.04126734017654865,,-0.03832760494615073,,-0.014527539554234692,,0.008441472436547581,-0.03832760494615073,-0.014527539554234692,,1.43,1.31,,,,,,,,,,,,-0.004115484800116476,,-0.005899593970423389,,,,,-0.020043599675901524,-0.004115484800116476,-0.005899593970423389,,27.78,26.0,27.780000686645508,-1.7800006866455078,27.780000686645508,0.06782398826939784,,0.06555982905314783,,,,,-0.02348120621044858,0.06782398826939784,0.06555982905314783,
-2008-01-25,0.009307564090973441,,-0.002421018922182494,,,0.0017503872020787625,0.009307564090973441,-0.002421018922182494,,3.1760001182556152,2.25,89.2184,0.023229496337199063,,0.043930671118587394,,,,,0.0024422870363138838,0.023229496337199063,0.043930671118587394,,910.5,6.99,178.8000030517578,112.63999938964844,0.014756210669323755,,0.03696636303250833,,,,,-0.00012263199145690074,0.014756210669323755,0.03696636303250833,,-0.05839070106893307,,-0.0029225226851051778,,-0.014445398090627393,-0.05839070106893307,-0.0029225226851051778,,1.38,1.31,,,,,,,,,,,,0.026531556041275772,,-0.002080824525693581,,,,,0.016849613682615727,0.026531556041275772,-0.002080824525693581,,29.08,26.860000610351562,29.079999923706055,-2.219999313354492,29.079999923706055,0.04551774015914867,,0.0739877218579803,,,,,-0.005804679023331705,0.04551774015914867,0.0739877218579803,
-2008-01-28,0.006926585308566935,,-0.00029078225903445,,,0.00194205807565484,0.006926585308566935,-0.00029078225903445,,3.181999921798706,2.29,88.9555,0.035786837925238846,,0.04953102175416024,,,,,0.016057551486582833,0.035786837925238846,0.04953102175416024,,927.0999755859375,7.03,170.1999969482422,114.1500015258789,0.029420885900995453,,0.03243908472494628,,,,,0.01546195215220969,0.029420885900995453,0.03243908472494628,,-0.03503419732921387,,0.024080425304532138,,0.016536758220046854,-0.03503419732921387,0.024080425304532138,,1.41,1.27,,,,,,,,,,,,0.014755657512611986,,0.0010473972175704116,,,,,-0.0037513088747181955,0.014755657512611986,0.0010473972175704116,,27.78,25.969999313354492,27.780000686645508,-1.8100013732910156,27.780000686645508,0.08073236108262383,,0.12527192624502348,,,,,0.03386145234337712,0.08073236108262383,0.12527192624502348,
-2008-01-29,0.003022310443326681,,-0.004931944371040831,,,-0.0031005019845365966,0.003022310443326681,-0.004931944371040831,,3.2890000343322754,2.23,88.8342,0.017980797340737764,,0.03379838288329684,,,,,-0.006539492905952016,0.017980797340737764,0.03379838288329684,,925.0999755859375,6.85,161.8000030517578,113.81999969482422,0.015601947135749361,,0.03974342551265231,,,,,-0.0009666973455929595,0.015601947135749361,0.03974342551265231,,-0.038009621976955565,,0.03970325563941279,,0.004953843749123443,-0.038009621976955565,0.03970325563941279,,1.4,1.41,,,,,,,,,,,,0.004125161030014146,,-0.01626715160655623,,,,,-0.0067996186947324455,0.004125161030014146,-0.01626715160655623,,27.32,25.649999618530273,27.31999969482422,-1.6700000762939453,27.31999969482422,0.07546832472316822,,0.08900690620183438,,,,,-0.009035411111075753,0.07546832472316822,0.08900690620183438,
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