market_date,inventory_bbl,regime,rare_event_flag
2015-01-02,425000000,balanced,0
2015-01-05,423890885,balanced,0
2015-01-06,424754796,balanced,0
2015-01-07,424785998,balanced,0
2015-01-08,424852248,balanced,0
2015-01-09,424533902,balanced,0
2015-01-12,423702341,balanced,0
2015-01-13,423475809,balanced,0
2015-01-14,423897546,balanced,0
2015-01-15,426746639,balanced,0
2015-01-16,425295850,balanced,0
2015-01-19,427394060,balanced,0
2015-01-20,427838090,balanced,0
2015-01-21,429258949,balanced,0
2015-01-22,430894057,balanced,0
2015-01-23,430918097,balanced,0
2015-01-26,428023487,balanced,0
2015-01-27,426623483,balanced,0
2015-01-28,425735684,balanced,0
2015-01-29,425786375,balanced,0
2015-01-30,428050377,balanced,0
2015-02-02,429799790,balanced,0
2015-02-03,431251936,balanced,0
2015-02-04,429506296,balanced,0
2015-02-05,429811897,balanced,0
2015-02-06,427965454,balanced,0
2015-02-09,429385489,balanced,0
2015-02-10,428127249,balanced,0
2015-02-11,427021897,balanced,0
2015-02-12,427527735,balanced,0
2015-02-13,429242079,balanced,0
2015-02-16,428277792,balanced,0
2015-02-17,427090038,balanced,0
2015-02-18,429130858,balanced,0
2015-02-19,429265309,balanced,0
2015-02-20,430293422,balanced,0
2015-02-23,431767809,balanced,0
2015-02-24,430629532,balanced,0
2015-02-25,429236177,balanced,0
2015-02-26,430287682,balanced,0
2015-02-27,428701452,balanced,0
2015-03-02,428647402,balanced,0
2015-03-03,424650824,balanced,0
2015-03-04,426255786,balanced,0
2015-03-05,427654571,balanced,0
2015-03-06,430862700,balanced,0
2015-03-09,432744852,balanced,1
2015-03-10,434112321,balanced,0
2015-03-11,433867501,balanced,0
2015-03-12,436499725,balanced,0
2015-03-13,437290854,balanced,0
2015-03-16,437900143,supply_shock,0
2015-03-17,438434798,supply_shock,0
2015-03-18,442243384,supply_shock,0
2015-03-19,444035306,supply_shock,0
2015-03-20,443654609,supply_shock,0
2015-03-23,442405446,supply_shock,0
2015-03-24,442759075,supply_shock,0
2015-03-25,440956842,supply_shock,0
2015-03-26,439876503,supply_shock,0
2015-03-27,438924958,supply_shock,0
2015-03-30,437843305,supply_shock,0
2015-03-31,435244437,supply_shock,0
2015-04-01,437985840,supply_shock,1
2015-04-02,435234870,supply_shock,0
2015-04-03,435093894,supply_shock,0
2015-04-06,436559873,supply_shock,0
2015-04-07,437026938,supply_shock,0
2015-04-08,437206819,supply_shock,0
2015-04-09,436126137,supply_shock,0
2015-04-10,439208490,supply_shock,0
2015-04-13,437596202,supply_shock,0
2015-04-14,437219006,supply_shock,0
2015-04-15,438291773,supply_shock,0
2015-04-16,437289166,supply_shock,0
2015-04-17,436772374,supply_shock,0
2015-04-20,439403486,supply_shock,0
2015-04-21,438288429,supply_shock,0
2015-04-22,439220021,supply_shock,0
2015-04-23,437603074,supply_shock,0
2015-04-24,436920102,supply_shock,0
2015-04-27,438360816,supply_shock,0
2015-04-28,441797909,supply_shock,0
2015-04-29,441577348,supply_shock,0
2015-04-30,442817612,supply_shock,0
2015-05-01,445316267,supply_shock,0
2015-05-04,443637644,supply_shock,0
2015-05-05,446363408,supply_shock,0
2015-05-06,442299319,supply_shock,0
2015-05-07,444275782,supply_shock,0
2015-05-08,445007692,supply_shock,0
2015-05-11,446386078,supply_shock,0
2015-05-12,446345145,supply_shock,0
2015-05-13,449818421,supply_shock,0
2015-05-14,448581401,supply_shock,0
2015-05-15,450119817,supply_shock,0
2015-05-18,448691513,supply_shock,0
2015-05-19,449374954,supply_shock,0
2015-05-20,445517249,supply_shock,0
2015-05-21,446038233,supply_shock,0
2015-05-22,447811729,supply_shock,0
2015-05-25,446686551,supply_shock,0
2015-05-26,447038514,supply_shock,0
2015-05-27,446137801,supply_shock,0
2015-05-28,449599830,supply_shock,0
2015-05-29,453820419,supply_shock,0
2015-06-01,454474970,supply_shock,0
2015-06-02,455772290,supply_shock,0
2015-06-03,457710141,supply_shock,0
2015-06-04,456031494,supply_shock,0
2015-06-05,457747039,supply_shock,0
2015-06-08,456510713,supply_shock,0
2015-06-09,456945399,supply_shock,0
2015-06-10,459200121,supply_shock,0
2015-06-11,459586150,supply_shock,0
2015-06-12,461737839,supply_shock,0
2015-06-15,465284682,supply_shock,0
2015-06-16,466622718,supply_shock,0
2015-06-17,467062841,supply_shock,0
2015-06-18,468223615,supply_shock,0
2015-06-19,469399767,supply_shock,0
2015-06-22,470290148,supply_shock,0
2015-06-23,471767255,supply_shock,0
2015-06-24,470595424,supply_shock,0
2015-06-25,471567057,supply_shock,0
2015-06-26,473455634,supply_shock,0
2015-06-29,474507432,supply_shock,0
2015-06-30,472664453,supply_shock,0
2015-07-01,472379007,supply_shock,0
2015-07-02,471800843,supply_shock,0
2015-07-03,471798014,supply_shock,0
2015-07-06,475792381,supply_shock,0
2015-07-07,474069144,supply_shock,0
2015-07-08,473169629,supply_shock,0
2015-07-09,473559804,supply_shock,0
2015-07-10,475551682,supply_shock,0
2015-07-13,473946865,supply_shock,0
2015-07-14,468970882,supply_shock,0
2015-07-15,465493613,supply_shock,0
2015-07-16,464413706,supply_shock,0
2015-07-17,463995848,supply_shock,0
2015-07-20,463124359,supply_shock,0
2015-07-21,463919718,supply_shock,0
2015-07-22,465850136,supply_shock,0
2015-07-23,466121064,supply_shock,0
2015-07-24,466128248,supply_shock,0
2015-07-27,464159125,supply_shock,0
2015-07-28,464594067,supply_shock,0
2015-07-29,463895785,supply_shock,0
2015-07-30,464256699,supply_shock,0
2015-07-31,463720404,supply_shock,0
2015-08-03,461906381,supply_shock,0
2015-08-04,461837219,supply_shock,0
2015-08-05,462861035,supply_shock,0
2015-08-06,461500550,supply_shock,0
2015-08-07,462361728,supply_shock,0
2015-08-10,462541964,supply_shock,0
2015-08-11,467530970,supply_shock,0
2015-08-12,466890356,supply_shock,0
2015-08-13,470431424,supply_shock,0
2015-08-14,469435486,supply_shock,0
2015-08-17,469783870,supply_shock,0
2015-08-18,470641484,supply_shock,0
2015-08-19,472586425,supply_shock,0
2015-08-20,471611337,supply_shock,0
2015-08-21,471695453,supply_shock,0
2015-08-24,473424711,supply_shock,0
2015-08-25,473638455,supply_shock,0
2015-08-26,472435332,supply_shock,0
2015-08-27,471049070,supply_shock,0
2015-08-28,468199432,supply_shock,0
2015-08-31,469809973,supply_shock,0
2015-09-01,469303458,supply_shock,0
2015-09-02,471137315,supply_shock,0
2015-09-03,472352222,supply_shock,0
2015-09-04,473158314,supply_shock,0
2015-09-07,469715030,supply_shock,0
2015-09-08,469527032,supply_shock,0
2015-09-09,471925214,supply_shock,0
2015-09-10,474411179,supply_shock,0
2015-09-11,476976726,supply_shock,0
2015-09-14,478500892,supply_shock,0
2015-09-15,480367626,supply_shock,0
2015-09-16,482433708,supply_shock,0
2015-09-17,479933797,supply_shock,0
2015-09-18,479199302,supply_shock,0
2015-09-21,479748584,supply_shock,0
2015-09-22,480238127,supply_shock,0
2015-09-23,481109184,supply_shock,0
2015-09-24,481175595,supply_shock,0
2015-09-25,481868061,supply_shock,0
2015-09-28,480419500,supply_shock,0
2015-09-29,478986356,supply_shock,0
2015-09-30,480162112,supply_shock,0
2015-10-01,480590650,supply_shock,0
2015-10-02,481651927,supply_shock,0
2015-10-05,480821758,supply_shock,0
2015-10-06,481932006,supply_shock,0
2015-10-07,480717738,supply_shock,0
2015-10-08,481405395,supply_shock,0
2015-10-09,483042853,supply_shock,0
2015-10-12,484928703,supply_shock,0
2015-10-13,483150241,supply_shock,0
2015-10-14,480085967,supply_shock,1
2015-10-15,481828216,supply_shock,0
2015-10-16,480802880,supply_shock,0
2015-10-19,482451732,supply_shock,0
2015-10-20,482798254,supply_shock,0
2015-10-21,483761932,supply_shock,0
2015-10-22,483839731,supply_shock,0
2015-10-23,481325877,supply_shock,0
2015-10-26,479112474,supply_shock,0
2015-10-27,479602552,supply_shock,0
2015-10-28,477553831,supply_shock,0
2015-10-29,476116667,supply_shock,0
2015-10-30,471878121,supply_shock,0
2015-11-02,473007291,supply_shock,0
2015-11-03,471107210,supply_shock,0
2015-11-04,470510752,supply_shock,0
2015-11-05,470506277,supply_shock,0
2015-11-06,471111634,supply_shock,0
2015-11-09,471241960,supply_shock,0
2015-11-10,471065144,supply_shock,0
2015-11-11,469620382,supply_shock,0
2015-11-12,469112334,supply_shock,0
2015-11-13,469507606,supply_shock,0
2015-11-16,470019946,supply_shock,0
2015-11-17,472146876,supply_shock,0
2015-11-18,473890865,supply_shock,0
2015-11-19,476387482,supply_shock,0
2015-11-20,477546999,supply_shock,0
2015-11-23,477871684,supply_shock,0
2015-11-24,477540612,supply_shock,0
2015-11-25,481471538,supply_shock,0
2015-11-26,479711803,supply_shock,0
2015-11-27,480353189,supply_shock,0
2015-11-30,480717079,supply_shock,0
2015-12-01,480520882,supply_shock,0
2015-12-02,475791929,supply_shock,0
2015-12-03,477562071,supply_shock,0
2015-12-04,476107431,supply_shock,0
2015-12-07,477047324,supply_shock,0
2015-12-08,479664099,supply_shock,0
2015-12-09,481665596,supply_shock,0
2015-12-10,482982921,supply_shock,0
2015-12-11,483535510,supply_shock,0
2015-12-14,483245505,supply_shock,0
2015-12-15,482959346,supply_shock,0
2015-12-16,483582502,supply_shock,0
2015-12-17,483099481,supply_shock,0
2015-12-18,483155063,supply_shock,0
2015-12-21,485296177,supply_shock,0
2015-12-22,483909544,supply_shock,0
2015-12-23,484342460,supply_shock,0
2015-12-24,486766669,supply_shock,0
2015-12-25,487686646,supply_shock,0
2015-12-28,490530998,supply_shock,0
2015-12-29,489250924,supply_shock,0
2015-12-30,489541750,supply_shock,0
2015-12-31,487627285,supply_shock,0
2016-01-01,487118405,supply_shock,0
2016-01-04,489811451,supply_shock,0
2016-01-05,488345646,supply_shock,0
2016-01-06,488977351,supply_shock,0
2016-01-07,490336497,supply_shock,0
2016-01-08,489514157,supply_shock,0
2016-01-11,492506782,supply_shock,0
2016-01-12,492897082,supply_shock,0
2016-01-13,492768461,supply_shock,0
2016-01-14,490049273,supply_shock,0
2016-01-15,493278684,supply_shock,0
2016-01-18,493253955,supply_shock,0
2016-01-19,491618194,supply_shock,0
2016-01-20,489692179,supply_shock,0
2016-01-21,488949718,supply_shock,0
2016-01-22,486124239,supply_shock,0
2016-01-25,485246847,supply_shock,0
2016-01-26,484659829,supply_shock,0
2016-01-27,482541409,supply_shock,0
2016-01-28,481280316,supply_shock,0
2016-01-29,483824325,supply_shock,0
2016-02-01,484408022,supply_shock,0
2016-02-02,484688195,supply_shock,0
2016-02-03,488045502,supply_shock,0
2016-02-04,487901613,supply_shock,0
2016-02-05,492319166,supply_shock,1
2016-02-08,491181603,supply_shock,0
2016-02-09,489804208,supply_shock,0
2016-02-10,490477958,supply_shock,0
2016-02-11,488560202,supply_shock,0
2016-02-12,486061711,supply_shock,0
2016-02-15,487419210,supply_shock,0
2016-02-16,487037393,supply_shock,0
2016-02-17,483880525,supply_shock,0
2016-02-18,484193205,supply_shock,0
2016-02-19,484825612,supply_shock,0
2016-02-22,483008383,supply_shock,0
2016-02-23,481761811,supply_shock,0
2016-02-24,479422241,supply_shock,0
2016-02-25,479667246,supply_shock,0
2016-02-26,480428058,supply_shock,0
2016-02-29,481793179,supply_shock,0
2016-03-01,480891044,supply_shock,0
2016-03-02,482377709,supply_shock,0
2016-03-03,483304022,supply_shock,0
2016-03-04,486860799,supply_shock,0
2016-03-07,487897387,supply_shock,0
2016-03-08,489237139,supply_shock,0
2016-03-09,487051215,supply_shock,0
2016-03-10,486990047,supply_shock,0
2016-03-11,488748456,supply_shock,0
2016-03-14,486970576,supply_shock,0
2016-03-15,488325013,supply_shock,0
2016-03-16,490625651,supply_shock,0
2016-03-17,489430141,supply_shock,0
2016-03-18,489930679,supply_shock,0
2016-03-21,489918060,supply_shock,0
2016-03-22,489213603,supply_shock,0
2016-03-23,492132168,supply_shock,0
2016-03-24,491463268,supply_shock,0
2016-03-25,490911075,supply_shock,0
2016-03-28,490748117,supply_shock,0
2016-03-29,488456649,supply_shock,0
2016-03-30,487333717,supply_shock,0
2016-03-31,490148167,supply_shock,0
2016-04-01,485300765,supply_shock,0
2016-04-04,485330583,supply_shock,0
2016-04-05,485325023,supply_shock,0
2016-04-06,483712730,supply_shock,0
2016-04-07,483609929,supply_shock,0
2016-04-08,483703855,supply_shock,0
2016-04-11,484671976,supply_shock,0
2016-04-12,483780262,supply_shock,0
2016-04-13,480847196,supply_shock,0
2016-04-14,478005243,supply_shock,0
2016-04-15,477399826,supply_shock,0
2016-04-18,476420557,supply_shock,0
2016-04-19,474774564,supply_shock,0
2016-04-20,472873543,supply_shock,0
2016-04-21,471715567,supply_shock,0
2016-04-22,472695433,supply_shock,0
2016-04-25,473173148,supply_shock,0
2016-04-26,474509258,supply_shock,0
2016-04-27,476586528,supply_shock,0
2016-04-28,476896383,supply_shock,0
2016-04-29,478049915,supply_shock,0
2016-05-02,479232327,supply_shock,0
2016-05-03,481698434,supply_shock,0
2016-05-04,483693018,supply_shock,0
2016-05-05,484124215,supply_shock,0
2016-05-06,483776629,supply_shock,0
2016-05-09,485727806,supply_shock,0
2016-05-10,486402734,supply_shock,0
2016-05-11,487147480,supply_shock,0
2016-05-12,485866492,supply_shock,0
2016-05-13,487245169,supply_shock,0
2016-05-16,485075139,supply_shock,0
2016-05-17,484830755,supply_shock,0
2016-05-18,486578769,supply_shock,0
2016-05-19,487178702,supply_shock,0
2016-05-20,487856263,supply_shock,0
2016-05-23,487960426,supply_shock,0
2016-05-24,484119039,supply_shock,0
2016-05-25,486271968,supply_shock,0
2016-05-26,486424447,supply_shock,0
2016-05-27,486945852,supply_shock,0
2016-05-30,485164139,supply_shock,0
2016-05-31,486689188,supply_shock,0
2016-06-01,489575876,supply_shock,0
2016-06-02,488908350,supply_shock,0
2016-06-03,487145474,supply_shock,0
2016-06-06,486022101,supply_shock,0
2016-06-07,488848571,supply_shock,0
2016-06-08,489962232,supply_shock,0
2016-06-09,492844539,supply_shock,0
2016-06-10,494075053,supply_shock,0
2016-06-13,490864619,supply_shock,0
2016-06-14,491199765,supply_shock,0
2016-06-15,492149127,supply_shock,0
2016-06-16,491261128,supply_shock,0
2016-06-17,488829477,supply_shock,0
2016-06-20,490956174,supply_shock,0
2016-06-21,491576065,supply_shock,0
2016-06-22,495229747,supply_shock,0
2016-06-23,493944973,supply_shock,0
2016-06-24,494502753,supply_shock,0
2016-06-27,495302644,supply_shock,0
2016-06-28,493453269,supply_shock,0
2016-06-29,492261498,supply_shock,0
2016-06-30,489487956,supply_shock,0
2016-07-01,491130006,supply_shock,0
2016-07-04,489720414,supply_shock,0
2016-07-05,492365272,supply_shock,0
2016-07-06,493223746,supply_shock,0
2016-07-07,494447186,supply_shock,0
2016-07-08,495317989,supply_shock,0
2016-07-11,496673287,supply_shock,0
2016-07-12,496451570,supply_shock,0
2016-07-13,498209155,supply_shock,0
2016-07-14,497279223,supply_shock,0
2016-07-15,497261805,supply_shock,0
2016-07-18,497161204,supply_shock,0
2016-07-19,499883762,supply_shock,0
2016-07-20,496892804,supply_shock,0
2016-07-21,493642250,supply_shock,0
2016-07-22,490711792,supply_shock,0
2016-07-25,493134415,supply_shock,0
2016-07-26,492736382,supply_shock,0
2016-07-27,489945916,supply_shock,0
2016-07-28,490500672,supply_shock,0
2016-07-29,487539577,supply_shock,0
2016-08-01,486156867,supply_shock,0
2016-08-02,484166200,supply_shock,0
2016-08-03,483554339,supply_shock,0
2016-08-04,485123381,supply_shock,0
2016-08-05,488482204,supply_shock,0
2016-08-08,489865972,supply_shock,0
2016-08-09,487875784,supply_shock,0
2016-08-10,488523041,supply_shock,0
2016-08-11,489907814,supply_shock,0
2016-08-12,490700179,supply_shock,0
2016-08-15,491343035,balanced,0
2016-08-16,492377270,balanced,0
2016-08-17,493620789,balanced,0
2016-08-18,492528238,balanced,0
2016-08-19,494942246,balanced,0
2016-08-22,496966879,balanced,0
2016-08-23,499620686,balanced,0
2016-08-24,499739075,balanced,0
2016-08-25,500258984,balanced,0
2016-08-26,499869874,balanced,0
2016-08-29,501257641,balanced,0
2016-08-30,502400318,balanced,0
2016-08-31,503563559,balanced,0
2016-09-01,504366607,balanced,0
2016-09-02,506349853,balanced,0
2016-09-05,507698684,balanced,0
2016-09-06,508380663,balanced,0
2016-09-07,507166497,balanced,0
2016-09-08,504204054,balanced,0
2016-09-09,502415422,balanced,0
2016-09-12,501881175,balanced,0
2016-09-13,501379703,balanced,0
2016-09-14,501629826,balanced,0
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2016-09-16,501838011,balanced,0
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