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SP500_forward_3m_return;\n  optional double field_id=-1 SP500_forward_6m_return;\n  optional double field_id=-1 WTI_YoY;\n  optional double field_id=-1 Brent_YoY;\n  optional double field_id=-1 WTI_log_return_1m;\n  optional double field_id=-1 Brent_log_return_1m;\n  optional double field_id=-1 WTI_deviation_12m_avg;\n  optional double field_id=-1 Brent_deviation_12m_avg;\n  optional double field_id=-1 WTI_forward_3m_return;\n  optional double field_id=-1 Brent_forward_3m_return;\n  optional double field_id=-1 WTI_forward_6m_return;\n  optional double field_id=-1 Brent_forward_6m_return;\n  optional double field_id=-1 comparative_inventory_kb;\n  optional double field_id=-1 CI_zscore;\n  optional double field_id=-1 CI_monthly_change;\n}\n"},"kv_metadata":[["ARROW:schema",{"$cut":{"chars":9336,"head":""}}],["pandas","{\"index_columns\": [], \"column_indexes\": [], \"columns\": [{\"name\": \"month\", \"field_name\": \"month\", \"pandas_type\": \"object\", \"numpy_type\": \"str\", 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\"EURUSD\", \"field_name\": \"EURUSD\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"CNY_per_USD\", \"field_name\": \"CNY_per_USD\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"JPY_per_USD\", \"field_name\": \"JPY_per_USD\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"US_CPI\", \"field_name\": \"US_CPI\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"GM2_USD\", \"field_name\": \"GM2_USD\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"SP500\", \"field_name\": \"SP500\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"WTI\", \"field_name\": \"WTI\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"Brent\", \"field_name\": \"Brent\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"real_WTI\", \"field_name\": \"real_WTI\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"real_Brent\", \"field_name\": \"real_Brent\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"crude_inventory_kb\", \"field_name\": \"crude_inventory_kb\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"GM2_YoY\", \"field_name\": \"GM2_YoY\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"SP500_YoY\", \"field_name\": \"SP500_YoY\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"SP500_log_return_1m\", \"field_name\": \"SP500_log_return_1m\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"SP500_forward_3m_return\", \"field_name\": \"SP500_forward_3m_return\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"SP500_forward_6m_return\", \"field_name\": \"SP500_forward_6m_return\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"WTI_YoY\", \"field_name\": \"WTI_YoY\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"Brent_YoY\", \"field_name\": \"Brent_YoY\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"WTI_log_return_1m\", \"field_name\": \"WTI_log_return_1m\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"Brent_log_return_1m\", \"field_name\": \"Brent_log_return_1m\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"WTI_deviation_12m_avg\", \"field_name\": \"WTI_deviation_12m_avg\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"Brent_deviation_12m_avg\", \"field_name\": \"Brent_deviation_12m_avg\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"WTI_forward_3m_return\", \"field_name\": \"WTI_forward_3m_return\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"Brent_forward_3m_return\", \"field_name\": \"Brent_forward_3m_return\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"WTI_forward_6m_return\", \"field_name\": \"WTI_forward_6m_return\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"Brent_forward_6m_return\", \"field_name\": \"Brent_forward_6m_return\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"comparative_inventory_kb\", \"field_name\": \"comparative_inventory_kb\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"CI_zscore\", \"field_name\": \"CI_zscore\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}, {\"name\": \"CI_monthly_change\", \"field_name\": \"CI_monthly_change\", \"pandas_type\": \"float64\", \"numpy_type\": \"float64\", \"metadata\": null}], \"attributes\": {}, \"creator\": {\"library\": \"pyarrow\", \"version\": \"24.0.0\"}, \"pandas_version\": \"3.0.3\"}"]]}
["1986-01",2502100000000.0,1792537000000.0,null,null,null,null,null,null,3.2094999999999994,199.8904761904762,109.9,null,null,22.925454545454546,null,20.860286210604684,null,302306.6,null,null,null,null,null,null,null,null,null,null,null,-43.97652470457609,null,-49.468633515742724,null,null,null,3323.5999999999767]
["1986-02",2512900000000.0,1800828000000.0,null,null,null,null,null,null,3.2152263157894736,184.8515789473684,109.7,null,null,15.454736842105262,null,14.088183083049465,null,307235.5,null,null,null,null,null,null,null,-39.43322973705697,null,null,null,-0.49899131427533217,null,-2.3168959723924964,null,null,null,4928.900000000023]
["1986-03",2533100000000.0,1818276000000.0,null,null,null,null,null,null,3.2202476190476195,178.69380952380953,109.1,null,null,12.6125,null,11.560494958753438,null,316189.0,null,null,null,null,null,null,null,-20.322716239641274,null,null,null,6.447685119637536,null,17.87248100429466,null,null,null,8953.5]
["1986-04",2557800000000.0,1815354000000.0,null,null,null,null,null,null,3.2143272727272727,175.09181818181818,108.7,null,null,12.843636363636364,null,11.81567282763235,null,316161.5,null,null,null,null,null,null,null,1.816007837755205,null,null,null,-9.803227633069078,null,15.9859852774632,null,null,null,-27.5]
["1986-05",2584800000000.0,1824547000000.0,null,null,null,null,null,null,3.2014238095238094,167.03142857142856,109.0,null,null,15.377619047619048,null,14.10790738313674,null,309225.4,null,null,null,null,null,null,null,18.006467968890338,null,null,null,-1.8270213358932308,null,-1.0147221085879843,null,null,null,-6936.099999999977]
["1986-06",2605000000000.0,1832456000000.0,null,null,null,null,null,null,3.2114999999999996,167.54190476190476,109.4,null,null,13.425714285714285,null,12.27213371637503,null,304131.0,null,null,null,null,null,null,null,-13.57412991268265,null,null,null,10.732780024118593,null,19.975881393204233,null,null,null,-5094.400000000023]
["1986-07",2626600000000.0,1847233000000.0,null,null,null,null,null,null,3.643527272727273,158.60590909090908,109.5,null,null,11.584545454545456,null,10.579493565794937,null,303832.0,null,null,null,null,null,null,null,-14.749992319353897,null,null,null,28.592168249234874,null,61.002679342159816,null,null,null,-299.0]
["1986-08",2646500000000.0,1858580000000.0,null,null,null,null,null,null,3.7129,154.17714285714285,109.6,null,null,15.096666666666666,null,13.77433090024331,null,312703.4,null,null,null,null,null,null,null,26.480204747419535,null,null,null,0.8274162996362522,null,17.56865114873738,null,null,null,8871.400000000023]
["1986-09",2667800000000.0,1872837000000.0,null,null,null,null,null,null,3.7150142857142856,154.73142857142858,110.0,null,null,14.866666666666665,null,13.515151515151512,null,309323.5,null,null,null,null,null,null,null,-1.5352398542104175,null,null,null,8.347213324791802,null,23.113388853299167,null,null,null,-3379.9000000000233]
["1986-10",2687400000000.0,1889296000000.0,null,null,null,null,null,null,3.7256818181818185,156.47227272727272,110.2,null,null,14.896818181818183,null,13.517983831050982,null,318989.0,null,null,null,null,null,null,null,0.20260749451407348,null,null,null,25.204109654724483,null,25.376725614726393,null,null,null,9665.5]
["1986-11",2701300000000.0,1896941000000.0,null,null,null,null,null,null,3.7314,162.84944444444443,110.4,null,null,15.22157894736842,null,13.787662090007625,null,318610.5,null,null,null,null,null,null,null,2.156644336392061,null,null,null,16.603851872341924,null,27.69700217834792,null,null,null,-378.5]
["1986-12",2728000000000.0,1903734000000.0,null,null,null,null,null,null,3.7314000000000003,162.05227272727274,110.8,null,null,16.107619047619046,null,14.537562317345712,null,315904.5,null,null,null,null,null,null,null,5.657830415550282,null,null,null,13.628569739253837,null,24.61917406191043,null,null,null,-2706.0]
["1987-01",2743900000000.0,1918425000000.0,null,null,null,null,null,null,3.7314,154.8295,111.4,null,null,18.65142857142857,null,16.742754552449345,null,309139.6,null,null,null,null,null,-18.643146052139624,null,14.663034933801065,null,24.057830109001955,null,0.13786764705883137,null,14.426483908780895,null,null,null,-6764.900000000023]
["1987-02",2747500000000.0,1927091000000.0,null,null,null,null,null,null,3.7313999999999994,153.40684210526317,111.8,null,null,17.748947368421053,null,15.875623764240657,null,309023.0,null,null,null,null,null,14.844707805476109,null,-4.95965311851086,null,20.91968698345883,null,9.513536755330199,null,14.434687079469576,null,null,null,-116.59999999997672]
["1987-03",2753700000000.0,1940390000000.0,null,null,null,null,null,null,3.7314000000000003,151.4331818181818,112.2,null,null,18.302857142857142,null,16.312706900942192,null,309422.0,null,null,null,null,null,45.1168058898485,null,3.073096471026922,null,23.090108952429112,null,9.672395197683992,null,6.704651888854185,null,null,null,399.0]
["1987-04",2767700000000.0,1952955000000.0,null,null,null,null,null,null,3.7314000000000003,142.89863636363637,112.7,null,null,18.677142857142858,null,16.572442641652934,null,305038.75,null,null,null,null,null,45.41943051286199,null,2.0243293443626253,null,21.725356447851762,null,14.268944004363115,null,6.328312959795279,null,null,null,-4383.25]
["1987-05",2772900000000.0,1962800000000.0,null,null,null,null,null,null,3.7314,140.47899999999998,113.0,null,null,19.4375,18.58,17.20132743362832,16.442477876106196,302680.8,null,null,null,null,null,26.401232465240156,null,3.990372081018265,null,22.790556838104404,null,4.493645689787185,2.150289609923628,-3.0019292604501646,-4.300579219847256,null,null,-2357.9500000000116]
["1987-06",2774600000000.0,1975973000000.0,null,null,null,null,null,null,3.7314000000000003,144.54954545454547,113.5,null,null,20.07318181818182,18.86047619047619,17.685622747296758,16.61715963918607,302159.0,null,null,null,null,null,49.512952465708395,null,3.218049633626057,1.4982792200568062,24.1528213717352,null,-2.706007563234547,-2.9018056955037896,-13.942166164715463,-9.577622871990032,null,null,-521.7999999999884]
["1987-07",2779000000000.0,1985755000000.0,null,null,null,null,null,null,3.7314,150.29391304347826,113.8,null,null,21.342173913043478,19.856521739130436,18.754107129212198,17.44861312753114,303058.0,null,null,null,null,null,84.22970497016263,null,6.130042474889507,5.146397867554315,27.628708193211928,null,-6.949071870537837,-5.533670402293134,-19.738729195102568,-15.647641291389924,null,null,899.0]
["1987-08",2788200000000.0,1992865000000.0,null,null,null,null,null,null,3.7314,147.33428571428573,114.3,null,null,20.310952380952383,18.97952380952381,17.769862100570762,16.60500770736991,305510.25,null,null,null,null,null,34.539318045610855,null,-4.952484431348457,-4.517180046094276,15.829502329661782,null,-7.173235176892612,-6.315076398123298,-17.307106182449072,-17.123717289309283,-14496.479999999981,-1.1831901502263156,2452.25]
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