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9.494320565507,"2005-05-03T04:00:00.004Z":41831.460440207673,"2005-05-03T04:00:00.005Z":25534.206391002077,"2005-05-03T04:00:00.006Z":28842.451122044055,"2005-05-03T04:00:00.007Z":27708.034135802871,"2005-05-03T04:00:00.008Z":23674.421111780135,"2005-05-03T04:00:00.009Z":-10288.850889670483,"2005-05-03T04:00:00.01Z":14129.12643287551,"2005-05-03T04:00:00.011Z":15986.979541395891,"2005-05-03T04:00:00.012Z":1334.198634431712,"2005-05-03T04:00:00.013Z":38337.988948518498,"2005-05-03T04:00:00.014Z":45537.879096539931,"2005-05-03T04:00:00.015Z":4612.1309216996769,"2005-05-03T04:00:00.016Z":22447.520477661725,"2005-05-03T04:00:00.017Z":-44642.078308261014,"2005-05-03T04:00:00.018Z":26003.148005399111,"2005-05-03T04:00:00.019Z":21225.479733863347,"2005-05-03T04:00:00.02Z":19344.20312894107,"2005-05-03T04:00:00.021Z":27474.446767735422,"2005-05-03T04:00:00.022Z":68301.91672733202,"2005-05-03T04:00:00.023Z":30138.050584311331,"2005-05-03T04:00:00.024Z":34815.88660725276,"2005-05-03T04:00:00.025Z":40363.612357581143,"2005-05-03T04:00:00.026Z":-107539.99609867358,"2005-05-03T04:00:00.027Z":-68491.634319436154,"2005-05-03T04:00:00.028Z":16497.442805885279,"2005-05-03T04:00:00.029Z":-154819.02965673941,"2005-05-03T04:00:00.03Z":59669.787817031371,"2005-05-03T04:00:00.031Z":54388.481468321639,"2005-05-03T04:00:00.032Z":67088.55549158364,"2005-05-03T04:00:00.033Z":43764.828544236152,"2005-05-03T04:00:00.034Z":-51411.479828203162,"2005-05-03T04:00:00.035Z":-33360.152035843981,"2005-05-03T04:00:00.036Z":-7847.2601847417154,"2005-06-01T04:00:00Z":-189163.70357542674,"2005-06-01T04:00:00.001Z":-233848.6860860303,"2005-06-01T04:00:00.002Z":3853.927282453411,"2005-06-01T04:00:00.003Z":-13011.916535428292,"2005-06-01T04:00:00.004Z":8024.6760374568867,"2005-06-01T04:00:00.005Z":1423.2057662299055,"2005-06-01T04:00:00.006Z":2925.4617866579501,"2005-06-01T04:00:00.007Z":6528.7030721369365,"2005-06-01T04:00:00.008Z":-157918.59111383001,"2005-06-01T04:00:00.009Z":8575.8247109174026,"2005-06-01T04:00:00.01Z":1319.317773447337,"2005-06-01T04:00:00.011Z":8829.332428338319,"2005-06-01T04:00:00.012Z":9267.6838302988199,"2005-06-01T04:00:00.013Z":12789.289843337912,"2005-06-01T04:00:00.014Z":60281.584147131514,"2005-06-01T04:00:00.015Z":-45146.48533733021,"2005-06-01T04:00:00.016Z":7576.2259780589202,"2005-06-01T04:00:00.017Z":1352.7850747203099,"2005-06-01T04:00:00.018Z":955.91475428795047,"2005-06-01T04:00:00.019Z":6364.5554749654721,"2005-06-01T04:00:00.02Z":1019.8726107765979,"2005-06-01T04:00:00.021Z":21088.445312291678,"2005-06-01T04:00:00.022Z":4828.973811459512,"2005-06-01T04:00:00.023Z":-68789.057038849744,"2005-06-01T04:00:00.024Z":23545.870944796057,"2005-07-01T04:00:00Z":-67856.529135305231,"2005-07-01T04:00:00.001Z":4301.9317794303697,"2005-07-01T04:00:00.002Z":13112.194344865353,"2005-07-01T04:00:00.003Z":9945.8914792341784,"2005-07-01T04:00:00.004Z":-6667.1892114876018,"2005-07-01T04:00:00.005Z":19910.363216413574,"2005-07-01T04:00:00.006Z":10167.505697786917,"2005-07-01T04:00:00.007Z":2126.8950732656258,"2005-07-01T04:00:00.008Z":-86393.692609581776,"2005-07-01T04:00:00.009Z":8242.1071861660257,"2005-07-01T04:00:00.01Z":1558.7959748824028,"2005-07-01T04:00:00.011Z":7297.1324734203754,"2005-07-01T04:00:00.012Z":8801.2540063427241,"2005-07-01T04:00:00.013Z":10936.366100614192,"2005-07-01T04:00:00.014Z":523.28201550059475,"2005-07-01T04:00:00.015Z":149.19051332822997,"2005-07-01T04:00:00.016Z":13262.50981160278,"2005-07-01T04:00:00.017Z":988.46841525258651,"2005-07-01T04:00:00.018Z":34899.55320702117,"2005-07-01T04:00:00.019Z":24285.750467473954,"2005-07-01T04:00:00.02Z":27696.998064830132,"2005-07-01T04:00:00.021Z":14899.360226694205,"2005-07-01T04:00:00.022Z":-20352.047135841131,"2005-07-01T04:00:00.023Z":12648.389159414886,"2005-07-01T04:00:00.024Z":-16256.841412162359,"2005-07-01T04:00:00.025Z":-46212.510005685494,"2005-07-01T04:00:00.026Z":44203.906488222332,"2005-07-01T04:00:00.027Z":19975.113335139704,"2005-07-01T04:00:00.028Z":-43573.719995424406,"2005-07-01T04:00:00.029Z":17031.997179477581,"2005-07-01T04:00:00.03Z":15669.58602814336,"2005-07-01T04:00:00.031Z":31566.846126407461,"2005-07-01T04:00:00.032Z":-1228.7431679435722,"2005-07-01T04:00:00.033Z":6490.8306169612142,"2005-07-01T04:00:00.034Z":27605.109807257501,"2005-07-01T04:00:00.035Z":28322.278389856347,"2005-07-01T04:00:00.036Z":-75875.301575742429,"2005-07-01T04:00:00.037Z":24308.584393205074,"2005-07-01T04:00:00.038Z":-26019.833579761023,"2005-08-02T04:00:00Z":-32856.059871389582,"2005-08-02T04:00:00.001Z":-24647.467789035672,"2005-08-02T04:00:00.002Z":-84908.210049442016,"2005-08-02T04:00:00.003Z":963.7984320966633,"2005-08-02T04:00:00.004Z":-120338.9459485118,"2005-08-02T04:00:00.005Z":6744.1068767216711,"2005-08-02T04:00:00.006Z":-29992.149437387397,"2005-08-02T04:00:00.007Z":90826.255135541331,"2005-08-02T04:00:00.008Z":16219.996759255779,"2005-08-02T04:00:00.009Z":-21236.759073114452,"2005-08-02T04:00:00.01Z":-6.0943971250830851,"2005-08-02T04:00:00.011Z":-161522.04117438974,"2005-08-02T04:00:00.012Z":1082.6837458175576,"2005-08-02T04:00:00.013Z":737.22714757823292,"2005-08-02T04:00:00.014Z":118923.89209092921,"2005-08-02T04:00:00.015Z":8532.105058422947,"2005-08-02T04:00:00.016Z":50514.822619617822,"2005-08-02T04:00:00.017Z":-47168.097763109756,"2005-09-01T04:00:00Z":-625102.81631514477,"2005-09-01T04:00:00.001Z":18601.48214122096,"2005-09-01T04:00:00.002Z":17319.820183493142,"2005-09-01T04:00:00.003Z":-100196.93644661237,"2005-09-01T04:00:00.004Z":28078.698014867256,"2005-09-01T04:00:00.005Z":9002.2804646045406,"2005-09-01T04:00:00.006Z":3182.0777405242075,"2005-09-01T04:00:00.007Z":-43131.7014818432,"2005-09-01T04:00:00.008Z":11177.299941990825,"2005-09-01T04:00:00.009Z":-46455.38993497441,"2005-09-01T04:00:00.01Z":-27369.477294014545,"2005-09-01T04:00:00.011Z":29181.10316034214,"2005-09-01T04:00:00.012Z":-15764.829846596709,"2005-09-01T04:00:00.013Z":58843.90277019496,"2005-09-01T04:00:00.014Z":-20535.226135437537,"2005-09-01T04:00:00.015Z":16740.618871685005,"2005-09-01T04:00:00.016Z":66298.742679636882,"2005-09-01T04:00:00.017Z":-17882.959586942103,"2005-09-01T04:00:00.018Z":31066.943784133866,"2005-09-01T04:00:00.019Z":-19935.063966868478,"2005-09-01T04:00:00.02Z":835.63955741832729,"2005-09-01T04:00:00.021Z":4505.6280421190977,"2005-09-01T04:00:00.022Z":-21088.883414845168,"2005-09-01T04:00:00.023Z":19734.292813680146,"2005-09-01T04:00:00.024Z":-50303.335007506175,"2005-10-01T04:00:00Z":37300.10381549818,"2005-10-01T04:00:00.001Z":85613.359969485682,"2005-10-01T04:00:00.002Z":-50667.171686031761,"2005-10-01T04:00:00.003Z":-27774.791928360359,"2005-10-01T04:00:00.004Z":-57342.120618910172,"2005-10-01T04:00:00.005Z":22443.040017153984,"2005-10-01T04:00:00.006Z":1237.6040409660352,"2005-10-01T04:00:00.007Z":22284.256906535746,"2005-10-01T04:00:00.008Z":-183591.8114434428,"2005-10-01T04:00:00.009Z":3397.1690824752322,"2005-10-01T04:00:00.01Z":18905.994547085564,"2005-10-01T04:00:00.011Z":10581.260239681365,"2005-10-01T04:00:00.012Z":2242.3727392495325,"2005-10-01T04:00:00.013Z":-83125.252837422639,"2005-10-01T04:00:00.014Z":34514.984363820055,"2005-10-01T04:00:00.015Z":13275.542630969732,"2005-10-01T04:00:00.016Z":64087.281517930292,"2005-10-01T04:00:00.017Z":694.6777967244135,"2005-10-01T04:00:00.018Z":22026.643587569964,"2005-10-01T04:00:00.019Z":-87022.095195031594,"2005-10-01T04:00:00.02Z":-27.502027742698342,"2005-10-01T04:00:00.021Z":31047.88390948969,"2005-10-01T04:00:00.022Z":30608.431827519944,"2005-10-01T04:00:00.023Z":19174.118372827961,"2005-10-01T04:00:00.024Z":12580.245011435649,"2005-10-01T04:00:00.025Z":49103.997306524965,"2005-10-01T04:00:00.026Z":2002.589236031462,"2005-10-01T04:00:00.027Z":157.45236215345818,"2005-10-01T04:00:00.028Z":-13001.800383302052,"2005-10-01T04:00:00.029Z":902.14771535339946,"2005-10-01T04:00:00.03Z":10026.099771671064,"2005-10-01T04:00:00.031Z":-67078.824803953408,"2005-10-01T04:00:00.032Z":35759.345254106804,"2005-10-01T04:00:00.033Z":-32162.33138756749,"2005-10-01T04:00:00.034Z":-25757.694079879595,"2005-10-01T04:00:00.035Z":-21485.97251898385,"2005-11-01T05:00:00Z":-250974.70817859491,"2005-11-01T05:00:00.001Z":-24743.438276011402,"2005-11-01T05:00:00.002Z":-180900.64352195521,"2005-11-01T05:00:00.003Z":70019.052474322278,"2005-11-01T05:00:00.004Z":52899.9803893965,"2005-11-01T05:00:00.005Z":92387.210497803608,"2005-11-01T05:00:00.006Z":36256.744611557697,"2005-11-01T05:00:00.007Z":-1900.9500882749378,"2005-11-01T05:00:00.008Z":68375.171620157533,"2005-11-01T05:00:00.009Z":106366.69136634027,"2005-11-01T05:00:00.01Z":-9165.0950549265199,"2005-11-01T05:00:00.011Z":5153.4367685262487,"2005-11-01T05:00:00.012Z":70108.039531881106,"2005-11-01T05:00:00.013Z":50910.820376991651,"2005-11-01T05:00:00.014Z":38801.676741491901,"2005-11-01T05:00:00.015Z":101376.53020584463,"2005-11-01T05:00:00.016Z":50949.518548801352,"2005-11-01T05:00:00.017Z":8216.5346226175534,"2005-11-01T05:00:00.018Z":-21280.666730157725,"2005-12-01T05:00:00Z":-34639.929141269175,"2005-12-01T05:00:00.001Z":10731.407575333031,"2005-12-01T05:00:00.002Z":-79199.282196689543,"2005-12-01T05:00:00.003Z":76411.420960258896,"2005-12-01T05:00:00.004Z":1986.3995218631949,"2005-12-01T05:00:00.005Z":6728.6556620047595,"2005-12-01T05:00:00.006Z":-44.345426988487503,"2005-12-01T05:00:00.007Z":7063.5596660618457,"2005-12-01T05:00:00.008Z":-48041.138319600184,"2005-12-01T05:00:00.009Z":-16827.759368883748,"2005-12-01T05:00:00.01Z":38785.25075543284,"2005-12-01T05:00:00.011Z":95007.21277846623,"2005-12-01T05:00:00.012Z":4535.9714778804646,"2005-12-01T05:00:00.013Z":8353.7849458482942,"2005-12-01T05:00:00.014Z":23596.313587212575,"2005-12-01T05:00:00.015Z":14285.987105470727,"2005-12-01T05:00:00.016Z":8153.5137370037646,"2005-12-01T05:00:00.017Z":17618.942052774855,"2005-12-01T05:00:00.018Z":3586.9161867608832,"2005-12-01T05:00:00.019Z":-4799.8826394501048,"2005-12-01T05:00:00.02Z":-2579.0588683375017,"2005-12-01T05:00:00.021Z":97072.563828670318,"2006-01-03T05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4-03T04:00:00.027Z":706.76740338471336,"2007-04-03T04:00:00.028Z":2712.7144659653745,"2007-05-01T04:00:00Z":6813.2367456398815,"2007-05-01T04:00:00.001Z":4049.0916647885238,"2007-05-01T04:00:00.002Z":209.53026116252812,"2007-05-01T04:00:00.003Z":5927.1582854462376,"2007-05-01T04:00:00.004Z":-74169.616510371488,"2007-05-01T04:00:00.005Z":-115754.4817741702,"2007-05-01T04:00:00.006Z":-49491.51630780338,"2007-05-01T04:00:00.007Z":808.0724847264479,"2007-05-01T04:00:00.008Z":-40085.776972584688,"2007-05-01T04:00:00.009Z":16785.335491712296,"2007-05-01T04:00:00.01Z":3277.2578299649126,"2007-05-01T04:00:00.011Z":12971.173180143491,"2007-05-01T04:00:00.012Z":6059.6620470759963,"2007-05-01T04:00:00.013Z":586.68464492738462,"2007-05-01T04:00:00.014Z":-193.21991776542714,"2007-05-01T04:00:00.015Z":-349.25970006251532,"2007-05-01T04:00:00.016Z":68009.037708332486,"2007-05-01T04:00:00.017Z":123462.71813250668,"2007-05-01T04:00:00.018Z":9904.6551168089118,"2007-06-01T04:00:00Z":-180083.69174830843,"2007-06-01T04:00:00.001Z":-37480.952918263327,"2007-06-01T04:00:00.002Z":112377.62065514691,"2007-06-01T04:00:00.003Z":130754.03409747304,"2007-06-01T04:00:00.004Z":10213.92839743378,"2007-06-01T04:00:00.005Z":116940.65951180505,"2007-06-01T04:00:00.006Z":-5573.2482414333181,"2007-06-01T04:00:00.007Z":4205.8378210357532,"2007-06-01T04:00:00.008Z":30773.096306274365,"2007-06-01T04:00:00.009Z":71672.645458151106,"2007-06-01T04:00:00.01Z":8991.2249276256152,"2007-06-01T04:00:00.011Z":4327.9716364891237,"2007-06-01T04:00:00.012Z":4939.2301308760125,"2007-06-01T04:00:00.013Z":2313.3377367327644,"2007-06-01T04:00:00.014Z":1136.5087915395377,"2007-06-01T04:00:00.015Z":2828.3846546152536,"2007-06-01T04:00:00.016Z":-99339.449405817912,"2007-06-01T04:00:00.017Z":4455.7631814968408,"2007-06-01T04:00:00.018Z":13437.155612915236,"2007-06-01T04:00:00.019Z":13973.019209980808,"2007-06-01T04:00:00.02Z":17812.491112317461,"2007-06-01T04:00:00.021Z":40431.85656595137,"2007-07-03T04:00:00Z":126047.54645820399,"2007-07-03T04:00:00.001Z":78806.052541322191,"2007-07-03T04:00:00.002Z":100621.49247128888,"2007-07-03T04:00:00.003Z":113027.25991022089,"2007-07-03T04:00:00.004Z":-16913.562292930805,"2007-07-03T04:00:00.005Z":28428.354574098743,"2007-07-03T04:00:00.006Z":11409.800775564232,"2007-07-03T04:00:00.007Z":48552.008173496135,"2007-07-03T04:00:00.008Z":-341.43346368729078,"2007-07-03T04:00:00.009Z":-15383.40408968743,"2007-07-03T04:00:00.01Z":-25227.402758338168,"2007-07-03T04:00:00.011Z":-33221.45861249775,"2007-07-03T04:00:00.012Z":19979.854797352484,"2007-07-03T04:00:00.013Z":-67100.195693324495,"2007-07-03T04:00:00.014Z":41387.387968952826,"2007-07-03T04:00:00.015Z":137725.73709633463,"2007-07-03T04:00:00.016Z":97773.531051677288,"2007-07-03T04:00:00.017Z":22078.553588588169,"2007-07-03T04:00:00.018Z":80094.734714412902,"2007-07-03T04:00:00.019Z":51918.051238104606,"2007-07-03T04:00:00.02Z":20644.78488655392,"2007-07-03T04:00:00.021Z":175314.52588260418,"2007-07-03T04:00:00.022Z":82405.889472248935,"2007-07-03T04:00:00.023Z":47752.048905429518,"2007-07-03T04:00:00.024Z":69445.214923521824,"2007-07-03T04:00:00.025Z":83643.349648917851,"2007-07-03T04:00:00.026Z":58576.152614164719,"2007-07-03T04:00:00.027Z":32185.951567435579,"2007-07-03T04:00:00.028Z":94922.185374371824,"2007-07-03T04:00:00.029Z":-74193.360783728232,"2007-07-03T04:00:00.03Z":-61002.066698197326,"2007-07-03T04:00:00.031Z":-45032.023030587792,"2007-07-03T04:00:00.032Z":-83424.631367883034,"2007-07-03T04:00:00.033Z":-132047.20127427496,"2007-07-03T04:00:00.034Z":12369.32074534124,"2007-07-03T04:00:00.035Z":730.25275695828157,"2007-07-03T04:00:00.036Z":-150230.95011211024,"2007-07-03T04:00:00.037Z":9172.9546096919184,"2007-07-03T04:00:00.038Z":560.64116135357426,"2007-07-03T04:00:00.039Z":309.77915814420527,"2007-07-03T04:00:00.04Z":17926.333347269778,"2007-07-03T04:00:00.041Z":18512.521823187668,"2007-07-03T04:00:00.042Z":28138.112131068461,"2007-08-01T04:00:00Z":8561.7820026593781,"2007-08-01T04:00:00.001Z":2543.5381402241205,"2007-08-01T04:00:00.002Z":2145.5417662201344,"2007-08-01T04:00:00.003Z":-69728.928907638518,"2007-08-01T04:00:00.004Z":-118828.22890593736,"2007-08-01T04:00:00.005Z":45947.302025780278,"2007-08-01T04:00:00.006Z":3305.8992637696474,"2007-08-01T04:00:00.007Z":4817.7844652034864,"2007-08-01T04:00:00.008Z":661.82487624896783,"2007-08-01T04:00:00.009Z":1220.471159735918,"2007-08-01T04:00:00.01Z":241.79572868221715,"2007-08-01T04:00:00.011Z":897.10467484333935,"2007-08-01T04:00:00.012Z":7357.5730438509308,"2007-08-01T04:00:00.013Z":1983.5862191441954,"2007-08-01T04:00:00.014Z":7739.1774947884396,"2007-08-01T04:00:00.015Z":9435.5490805103509,"2007-08-01T04:00:00.016Z":14231.910869483321,"2007-08-01T04:00:00.017Z":10982.823399567867,"2007-08-01T04:00:00.018Z":152.31521239089153,"2007-08-01T04:00:00.019Z":-1719.2850145634948,"2007-08-01T04:00:00.02Z":1157.3000209507884,"2007-08-01T04:00:00.021Z":-78438.046727546433,"2007-08-01T04:00:00.022Z":15079.173780265151,"2007-08-01T04:00:00.023Z":-6.79795216908696,"2007-08-01T04:00:00.024Z":5520.0253578200536,"2007-09-01T04:00:00Z":6954.2953920445134,"2007-09-01T04:00:00.001Z":36919.98183590563,"2007-09-01T04:00:00.002Z":8914.1031732543343,"2007-09-01T04:00:00.003Z":4911.7277694606519,"2007-09-01T04:00:00.004Z":-5266.7347553551526,"2007-09-01T04:00:00.005Z":-8184.412573507243,"2007-09-01T04:00:00.006Z":4931.0279597535082,"2007-09-01T04:00:00.007Z":13502.231039132956,"2007-09-01T04:00:00.008Z":6701.4627986203232,"2007-09-01T04:00:00.009Z":2495.3556563455049,"2007-09-01T04:00:00.01Z":-3603.6818549369796,"2007-09-01T04:00:00.011Z":24525.999487585428,"2007-09-01T04:00:00.012Z":16411.930891197073,"2007-09-01T04:00:00.013Z":4219.5108085275206,"2007-09-01T04:00:00.014Z":14436.97841132473,"2007-09-01T04:00:00.015Z":-1913.5871504724821,"2007-09-01T04:00:00.016Z":12210.182441101271,"2007-09-01T04:00:00.017Z":6858.0386030022937,"2007-09-01T04:00:00.018Z":6852.8155741149467,"2007-09-01T04:00:00.019Z":24163.802940087236,"2007-09-01T04:00:00.02Z":26341.265822791014,"2007-09-01T04:00:00.021Z":17356.567518481348,"2007-09-01T04:00:00.022Z":16667.284368235349,"2007-09-01T04:00:00.023Z":9969.1411009557251,"2007-09-01T04:00:00.024Z":3485.6534893910248,"2007-09-01T04:00:00.025Z":4623.2758338852655,"2007-09-01T04:00:00.026Z":13965.113053569634,"2007-09-01T04:00:00.027Z":18668.106665053499,"2007-09-01T04:00:00.028Z":19284.265178650629,"2007-09-01T04:00:00.029Z":-60644.037270668523,"2007-09-01T04:00:00.03Z":-142787.29422431311,"2007-09-01T04:00:00.031Z":-50806.139501222642,"2007-09-01T04:00:00.032Z":-29709.14733794409,"2007-09-01T04:00:00.033Z":-32195.120882502866,"2007-09-01T04:00:00.034Z":-146159.40123215038,"2007-09-01T04:00:00.035Z":17993.011533986089,"2007-09-01T04:00:00.036Z":7187.3913347428825,"2007-09-01T04:00:00.037Z":21470.784409945907,"2007-10-02T04:00:00Z":39548.754703821316,"2007-10-02T04:00:00.001Z":101594.36724970359,"2007-10-02T04:00:00.002Z":43137.390756269553,"2007-10-02T04:00:00.003Z":43072.789625559184,"2007-10-02T04:00:00.004Z":-4428.4266888343936,"2007-10-02T04:00:00.005Z":20457.525965038662,"2007-10-02T04:00:00.006Z":44906.682233208929,"2007-10-02T04:00:00.007Z":-106167.90362874659,"2007-10-02T04:00:00.008Z":-155469.73395280313,"2007-10-02T04:00:00.009Z":-43780.570910727642,"2007-10-02T04:00:00.01Z":-71466.534414834328,"2007-10-02T04:00:00.011Z":-90603.579521644671,"2007-10-02T04:00:00.012Z":6726.5544090079293,"2007-10-02T04:00:00.013Z":2552.5126014121643,"2007-10-02T04:00:00.014Z":115108.76663544761,"2007-10-02T04:00:00.015Z":17122.143624612887,"2007-10-02T04:00:00.016Z":35584.424009664886,"2007-10-02T04:00:00.017Z":-97528.817982110282,"2007-10-02T04:00:00.018Z":-16086.396998697872,"2007-10-02T04:00:00.019Z":18802.859619552175,"2007-10-02T04:00:00.02Z":23699.307957188863,"2007-10-02T04:00:00.021Z":-146842.07781801347,"2007-10-02T04:00:00.022Z":54495.886946666229,"2007-10-02T04:00:00.023Z":64409.279434809985,"2007-10-02T04:00:00.024Z":46112.311487735715,"2007-10-02T04:00:00.025Z":67547.108613257995,"2007-10-02T04:00:00.026Z":6315.1308335937028,"2007-10-02T04:00:00.027Z":-75539.922899460056,"2007-10-02T04:00:00.028Z":29813.345908038562,"2007-10-02T04:00:00.029Z":43915.24314303857,"2007-10-02T04:00:00.03Z":18837.690713046304,"2007-10-02T04:00:00.031Z":22707.992795780683,"2007-10-02T04:00:00.032Z":31143.30361728567,"2007-10-02T04:00:00.033Z":19968.184495199723,"2007-10-02T04:00:00.034Z":14667.514325882932,"2007-10-02T04:00:00.035Z":11198.028262353251,"2007-10-02T04:00:00.036Z":12548.773176556264,"2007-10-02T04:00:00.037Z":17505.290230668983,"2007-10-02T04:00:00.038Z":19421.124414227157,"2007-10-02T04:00:00.039Z":24378.572086010801,"2007-10-02T04:00:00.04Z":19001.626091075752,"2007-10-02T04:00:00.041Z":9669.8052309437862,"2007-11-01T04:00:00Z":19217.211415622598,"2007-11-01T04:00:00.001Z":151596.52667261602,"2007-11-01T04:00:00.002Z":19509.000697148622,"2007-11-01T04:00:00.003Z":1592.8617916471837,"2007-11-01T04:00:00.004Z":4562.1346077115495,"2007-11-01T04:00:00.005Z":28418.690947956824,"2007-11-01T04:00:00.006Z":5363.1225350726936,"2007-11-01T04:00:00.007Z":6591.3278156063425,"2007-11-01T04:00:00.008Z":10510.879842981116,"2007-11-01T04:00:00.009Z":4646.5905741741935,"2007-11-01T04:00:00.01Z":23331.974874384592,"2007-11-01T04:00:00.011Z":28499.922605419273,"2007-11-01T04:00:00.012Z":13916.549667221498,"2007-11-01T04:00:00.013Z":2964.5204749472687,"2007-11-01T04:00:00.014Z":24935.525336741401,"2007-11-01T04:00:00.015Z":9866.3479130375545,"2007-11-01T04:00:00.016Z":2840.174212942632,"2007-11-01T04:00:00.017Z":172.81776851791463,"2007-11-01T04:00:00.018Z":44.132383225042418,"2007-11-01T04:00:00.019Z":-5082.9674149677412,"2007-11-01T04:00:00.02Z":11251.718384438596,"2007-11-01T04:00:00.021Z":-58007.720130959307,"2007-11-01T04:00:00.022Z":-9981.9240197615327,"2007-11-01T04:00:00.023Z":7351.7488520018896,"2007-11-01T04:00:00.024Z":516.65530298664657,"2007-11-01T04:00:00.025Z":708.57922662445003,"2007-11-01T04:00:00.026Z":6654.35867586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11-06-01T04:00:00.045Z":40435.639223829858,"2011-06-01T04:00:00.046Z":34796.015215893996,"2011-06-01T04:00:00.047Z":-326.94290231964675,"2011-06-01T04:00:00.048Z":173461.99361161431,"2011-06-01T04:00:00.049Z":200741.36386445127,"2011-06-01T04:00:00.05Z":-7760.6755573283381,"2011-06-01T04:00:00.051Z":-8446.6654597804427,"2011-07-01T04:00:00Z":11194.101265024581,"2011-07-01T04:00:00.001Z":2798.23742628938,"2011-07-01T04:00:00.002Z":-201683.02848416427,"2011-07-01T04:00:00.003Z":2318.3440457692896,"2011-07-01T04:00:00.004Z":20872.408900762322,"2011-07-01T04:00:00.005Z":2675.2218293449059,"2011-07-01T04:00:00.006Z":5474.6639980079826,"2011-07-01T04:00:00.007Z":19594.185732343223,"2011-07-01T04:00:00.008Z":6057.6106792755709,"2011-07-01T04:00:00.009Z":17801.311442322094,"2011-07-01T04:00:00.01Z":7706.0571096784724,"2011-07-01T04:00:00.011Z":7126.8243541136399,"2011-07-01T04:00:00.012Z":11577.746603105914,"2011-07-01T04:00:00.013Z":19489.417273002509,"2011-07-01T04:00:00.014Z":19129.056678384466,"2011-07-01T04:00:00.015Z":-66734.359190176023,"2011-07-01T04:00:00.016Z":-114235.47031813949,"2011-07-01T04:00:00.017Z":183007.52777555559,"2011-07-01T04:00:00.018Z":267057.52890766563,"2011-07-01T04:00:00.019Z":372053.36713846034,"2011-07-01T04:00:00.02Z":54389.04804220068,"2011-07-01T04:00:00.021Z":55348.922478688146,"2011-07-01T04:00:00.022Z":7548.592864963297,"2011-07-01T04:00:00.023Z":-305127.73040628573,"2011-07-01T04:00:00.024Z":-276683.77265202173,"2011-08-02T04:00:00Z":-69462.153885875028,"2011-08-02T04:00:00.001Z":6131.1660915624216,"2011-08-02T04:00:00.002Z":5227.4676968055956,"2011-08-02T04:00:00.003Z":1839.9345509072029,"2011-08-02T04:00:00.004Z":19509.988039474887,"2011-08-02T04:00:00.005Z":20415.732329362825,"2011-08-02T04:00:00.006Z":-157963.08612670164,"2011-08-02T04:00:00.007Z":-115432.38395465119,"2011-08-02T04:00:00.008Z":16091.197023440174,"2011-08-02T04:00:00.009Z":-409655.06692940387,"2011-08-02T04:00:00.01Z":-350627.93898184586,"2011-08-02T04:00:00.011Z":-38204.389072096659,"2011-08-02T04:00:00.012Z":-91273.616329304408,"2011-09-01T04:00:00Z":23830.769795600096,"2011-09-01T04:00:00.001Z":27540.967787027043,"2011-09-01T04:00:00.002Z":2857.0027450328971,"2011-09-01T04:00:00.003Z":1876.2423183654205,"2011-09-01T04:00:00.004Z":247358.7293760395,"2011-09-01T04:00:00.005Z":10664.875444703546,"2011-09-01T04:00:00.006Z":25548.536531034355,"2011-09-01T04:00:00.007Z":-2279.3396146531622,"2011-09-01T04:00:00.008Z":13290.424133622693,"2011-09-01T04:00:00.009Z":1285.049877392428,"2011-09-01T04:00:00.01Z":5035.7513156731638,"2011-09-01T04:00:00.011Z":-197156.34405297029,"2011-09-01T04:00:00.012Z":17506.137678683466,"2011-09-01T04:00:00.013Z":804.13673940629735,"2011-09-01T04:00:00.014Z":12024.734382291825,"2011-09-01T04:00:00.015Z":-10559.256720063368,"2011-09-01T04:00:00.016Z":42150.23239247864,"2011-09-01T04:00:00.017Z":5129.3795994041839,"2011-09-01T04:00:00.018Z":51396.382670403989,"2011-09-01T04:00:00.019Z":12120.616421033568,"2011-09-01T04:00:00.02Z":34714.372546493629,"2011-09-01T04:00:00.021Z":97508.303222807677,"2011-09-01T04:00:00.022Z":44334.411762758275,"2011-09-01T04:00:00.023Z":19983.427218520337,"2011-09-01T04:00:00.024Z":-6882.7993398848421,"2011-09-01T04:00:00.025Z":-9916.1320467028454,"2011-09-01T04:00:00.026Z":35401.95629890159,"2011-09-01T04:00:00.027Z":68119.315500186683,"2011-09-01T04:00:00.028Z":43191.269461967757,"2011-09-01T04:00:00.029Z":29379.394057680216,"2011-09-01T04:00:00.03Z":41536.538576068844,"2011-09-01T04:00:00.031Z":31972.047672871959,"2011-09-01T04:00:00.032Z":9511.1055749795723,"2011-09-01T04:00:00.033Z":11678.362154397066,"2011-09-01T04:00:00.034Z":-165245.9152310341,"2011-09-01T04:00:00.035Z":7403.792879012758,"2011-09-01T04:00:00.036Z":-66976.503928127815,"2011-09-01T04:00:00.037Z":114344.58351834676,"2011-09-01T04:00:00.038Z":89883.510834147761,"2011-09-01T04:00:00.039Z":-122368.2389116019,"2011-09-01T04:00:00.04Z":-183726.64712179551,"2011-09-01T04:00:00.041Z":425250.5738301985,"2011-09-01T04:00:00.042Z":-169715.61443519051,"2011-09-01T04:00:00.043Z":-38465.127389742331,"2011-10-01T04:00:00Z":-325158.89273686404,"2011-10-01T04:00:00.001Z":-307802.06462468213,"2011-10-01T04:00:00.002Z":10070.632578776047,"2011-10-01T04:00:00.003Z":116244.69216060423,"2011-10-01T04:00:00.004Z":465.31592495113625,"2011-10-01T04:00:00.005Z":529.97994017247629,"2011-10-01T04:00:00.006Z":80549.007590036141,"2011-10-01T04:00:00.007Z":-53928.810827327834,"2011-10-01T04:00:00.008Z":-42727.583628648026,"2011-10-01T04:00:00.009Z":-81401.778727418947,"2011-10-01T04:00:00.01Z":-109770.44594211824,"2011-10-01T04:00:00.011Z":-158239.2985272037,"2011-10-01T04:00:00.012Z":330293.98408999841,"2011-10-01T04:00:00.013Z":-58564.62428161993,"2011-10-01T04:00:00.014Z":-119023.52563035507,"2011-10-01T04:00:00.015Z":-142531.17504401994,"2011-10-01T04:00:00.016Z":-63517.491042487498,"2011-10-01T04:00:00.017Z":-42837.744435632892,"2011-10-01T04:00:00.018Z":-53434.601298752954,"2011-10-01T04:00:00.019Z":-113213.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14-07-01T04:00:00.028Z":35869.342983594091,"2014-07-01T04:00:00.029Z":26550.909802789156,"2014-07-01T04:00:00.03Z":51257.422427125559,"2014-07-01T04:00:00.031Z":37378.634699565016,"2014-07-01T04:00:00.032Z":41633.309468826308,"2014-07-01T04:00:00.033Z":36639.44418778213,"2014-07-01T04:00:00.034Z":29595.632812462347,"2014-07-01T04:00:00.035Z":2313.3348776626945,"2014-07-01T04:00:00.036Z":42124.43011017434,"2014-07-01T04:00:00.037Z":2176.2285285314388,"2014-07-01T04:00:00.038Z":576.93557002122293,"2014-07-01T04:00:00.039Z":13011.10772502392,"2014-07-01T04:00:00.04Z":-158259.47086829765,"2014-07-01T04:00:00.041Z":-171897.59029467075,"2014-07-01T04:00:00.042Z":89961.708540297055,"2014-07-01T04:00:00.043Z":130312.31698051124,"2014-07-01T04:00:00.044Z":78113.131696800221,"2014-07-01T04:00:00.045Z":1849.7747935115804,"2014-07-01T04:00:00.046Z":28632.67012748163,"2014-07-01T04:00:00.047Z":-111267.45613814225,"2014-07-01T04:00:00.048Z":-40392.225559167011,"2014-08-01T04:00:00Z":6362.8258452771997,"2014-08-01T04:00:00.001Z":24611.113900436358,"2014-08-01T04:00:00.002Z":20217.426455188808,"2014-08-01T04:00:00.003Z":969.80787901496797,"2014-08-01T04:00:00.004Z":805.61102021562499,"2014-08-01T04:00:00.005Z":9309.9903965324484,"2014-08-01T04:00:00.006Z":-146.33588698933522,"2014-08-01T04:00:00.007Z":1856.3744359767118,"2014-08-01T04:00:00.008Z":340.81897167050789,"2014-08-01T04:00:00.009Z":-217.35186008810743,"2014-08-01T04:00:00.01Z":1345.7246136546185,"2014-08-01T04:00:00.011Z":171537.55193739579,"2014-08-01T04:00:00.012Z":121474.49418324893,"2014-08-01T04:00:00.013Z":192327.98593633829,"2014-08-01T04:00:00.014Z":-24284.215823613737,"2014-08-01T04:00:00.015Z":-9741.8635683834054,"2014-08-01T04:00:00.016Z":144698.33414319128,"2014-08-01T04:00:00.017Z":-25528.064990380117,"2014-08-01T04:00:00.018Z":-42364.208689731073,"2014-08-01T04:00:00.019Z":188861.69008253631,"2014-08-01T04:00:00.02Z":-26784.176958742828,"2014-08-01T04:00:00.021Z":-40264.095308704644,"2014-08-01T04:00:00.022Z":119708.91197151545,"2014-08-01T04:00:00.023Z":49612.12393493711,"2014-08-01T04:00:00.024Z":-8792.8409137143462,"2014-08-01T04:00:00.025Z":-12346.697417843836,"2014-08-01T04:00:00.026Z":107673.7962958272,"2014-08-01T04:00:00.027Z":96865.852266259011,"2014-08-01T04:00:00.028Z":-39377.112674344178,"2014-08-01T04:00:00.029Z":-112114.50011107705,"2014-09-02T04:00:00Z":-558327.26642757503,"2014-09-02T04:00:00.001Z":15141.698804273034,"2014-09-02T04:00:00.002Z":18104.397536954373,"2014-09-02T04:00:00.003Z":13123.158662046137,"2014-09-02T04:00:00.004Z":14571.2379709055,"2014-09-02T04:00:00.005Z":2030.5718009036204,"2014-09-02T04:00:00.006Z":3657.5877459501057,"2014-09-02T04:00:00.007Z":1133.026964635189,"2014-09-02T04:00:00.008Z":13332.374767266941,"2014-10-01T04:00:00Z":44532.798681453147,"2014-10-01T04:00:00.001Z":-61791.915943212778,"2014-10-01T04:00:00.002Z":107213.77484674285,"2014-10-01T04:00:00.003Z":5556.2354302441563,"2014-10-01T04:00:00.004Z":5166.297800101358,"2014-10-01T04:00:00.005Z":-99139.534042014042,"2014-10-01T04:00:00.006Z":29669.961722105123,"2014-10-01T04:00:00.007Z":46227.086684469425,"2014-10-01T04:00:00.008Z":-107595.67171609751,"2014-10-01T04:00:00.009Z":-87545.292370903466,"2014-10-01T04:00:00.01Z":52378.189697066089,"2014-10-01T04:00:00.011Z":-52344.305728211519,"2014-10-01T04:00:00.012Z":17147.478596113149,"2014-10-01T04:00:00.013Z":125882.61563228979,"2014-10-01T04:00:00.014Z":66886.204445593132,"2014-10-01T04:00:00.015Z":36302.053145822814,"2014-10-01T04:00:00.016Z":10444.437127005172,"2014-10-01T04:00:00.017Z":47866.186118138496,"2014-10-01T04:00:00.018Z":-114556.93506691988,"2014-10-01T04:00:00.019Z":74110.471225661444,"2014-10-01T04:00:00.02Z":-222144.7464332672,"2014-10-01T04:00:00.021Z":128058.49563502913,"2014-10-01T04:00:00.022Z":-105060.39902001133,"2014-10-01T04:00:00.023Z":-180032.51223613665,"2014-11-01T04:00:00Z":44382.961697248837,"2014-11-01T04:00:00.001Z":-3533.9257879417073,"2014-11-01T04:00:00.002Z":951.85259523520369,"2014-11-01T04:00:00.003Z":-11287.496868646442,"2014-11-01T04:00:00.004Z":53660.696683344999,"2014-11-01T04:00:00.005Z":54736.462526645322,"2014-11-01T04:00:00.006Z":815.46149269363798,"2014-11-01T04:00:00.007Z":42321.752610820651,"2014-11-01T04:00:00.008Z":33253.212701924662,"2014-11-01T04:00:00.009Z":3544.6894112855034,"2014-11-01T04:00:00.01Z":3482.7286739678557,"2014-11-01T04:00:00.011Z":28455.014820744283,"2014-11-01T04:00:00.012Z":29917.450254698353,"2014-11-01T04:00:00.013Z":6064.0703951471633,"2014-11-01T04:00:00.014Z":7481.6073099746336,"2014-11-01T04:00:00.015Z":17371.271781471092,"2014-11-01T04:00:00.016Z":11157.114085612482,"2014-11-01T04:00:00.017Z":-153453.51209208451,"2014-11-01T04:00:00.018Z":42922.31130417822,"2014-11-01T04:00:00.019Z":113630.57946082474,"2014-11-01T04:00:00.02Z":153848.51666132867,"2014-11-01T04:00:00.021Z":52917.303474432571,"2014-11-01T04:00:00.022Z":28299.396297293599,"2014-11-01T04:00:00.023Z":87129.103389419091,"2014-11-01T04:00:00.024Z":59771.265188162077,"2014-11-01T04:00:00.025Z":-9131.1948531486887,"2014-11-01T04:00:00.026Z":-70467.254032623037,"2014-11-01T04:00:00.027Z":19071.707032063059,"2014-11-01T04:00:00.028Z":71614.535648882607,"2014-11-01T04:00:00.029Z":89568.005499981504,"2014-11-01T04:00:00.03Z":140281.21452725804,"2014-11-01T04:00:00.031Z":9937.6255268159075,"2014-11-01T04:00:00.032Z":236732.06248359772,"2014-11-01T04:00:00.033Z":58300.819102480265,"2014-11-01T04:00:00.034Z":-17483.420592411363,"2014-11-01T04:00:00.035Z":84193.556290179447,"2014-11-01T04:00:00.036Z":30509.501748043032,"2014-11-01T04:00:00.037Z":524279.2513258793,"2014-11-01T04:00:00.038Z":-3770.7553711179748,"2014-11-01T04:00:00.039Z":-5353.600672807961,"2014-11-01T04:00:00.04Z":26053.789477351802,"2014-11-01T04:00:00.041Z":39112.704889320725,"2014-12-02T05:00:00Z":-11048.82155249399,"2014-12-02T05:00:00.001Z":-495.1793482098189,"2014-12-02T05:00:00.002Z":30006.758737020256,"2014-12-02T05:00:00.003Z":370.19071468072758,"2014-12-02T05:00:00.004Z":11768.942205565623,"2014-12-02T05:00:00.005Z":5410.3323130482859,"2014-12-02T05:00:00.006Z":2688.2764691315301,"2014-12-02T05:00:00.007Z":1162.3139230107686,"2014-12-02T05:00:00.008Z":6831.6311197588693,"2014-12-02T05:00:00.009Z":5213.9452809229742,"2014-12-02T05:00:00.01Z":3892.4629096315361,"2014-12-02T05:00:00.011Z":-71403.054613225991,"2014-12-02T05:00:00.012Z":15996.960202657092,"2014-12-02T05:00:00.013Z":567.91869553036588,"2014-12-02T05:00:00.014Z":669.07143017398062,"2014-12-02T05:00:00.015Z":95594.087786280172,"2014-12-02T05:00:00.016Z":-18332.637727508318,"2014-12-02T05:00:00.017Z":13089.169541937536,"2014-12-02T05:00:00.018Z":4282.5760153149085,"2014-12-02T05:00:00.019Z":46699.033395865918,"2014-12-02T05:00:00.02Z":20698.380710321286,"2014-12-02T05:00:00.021Z":29503.19662604171,"2014-12-02T05:00:00.022Z":119686.42936320453,"2014-12-02T05:00:00.023Z":5588.6657355534917,"2014-12-02T05:00:00.024Z":52938.96063541928,"2014-12-02T05:00:00.025Z":24469.37931995996,"2014-12-02T05:00:00.026Z":-24137.987881682118,"2014-12-02T05:00:00.027Z":2122.1095048656098,"2014-12-02T05:00:00.028Z":99789.743769600478,"2014-12-02T05:00:00.029Z":8582.2109697472188,"2014-12-02T05:00:00.03Z":307906.61523978924,"2014-12-02T05:00:00.031Z":66457.685595252071,"2014-12-02T05:00:00.032Z":15939.623107345078,"2014-12-02T05:00:00.033Z":-116885.28893433481,"2014-12-02T05:00:00.034Z":56105.557875886552,"2014-12-02T05:00:00.035Z":5997.614715947263,"2014-12-02T05:00:00.036Z":14069.500145500799,"2014-12-02T05:00:00.037Z":24835.966717412739,"2014-12-02T05:00:00.038Z":-7904.1531449188697,"2014-12-02T05:00:00.039Z":3885.5471382714832,"2015-01-01T05:00:00Z":331.73952253920788,"2015-01-01T05:00:00.001Z":4970.4066356615203,"2015-01-01T05:00:00.002Z":4706.2952234237646,"2015-01-01T05:00:00.003Z":2522.5900031239889,"2015-01-01T05:00:00.004Z":-1929.8769056009248,"2015-01-01T05:00:00.005Z":466.00346150925003,"2015-01-01T05:00:00.006Z":1333.7154520303541,"2015-01-01T05:00:00.007Z":10927.313465837327,"2015-01-01T05:00:00.008Z":2450.2634015270396,"2015-01-01T05:00:00.009Z":7061.817606289057,"2015-01-01T05:00:00.01Z":3681.4523169466461,"2015-01-01T05:00:00.011Z":-14392.551065064925,"2015-01-01T05:00:00.012Z":10183.962793314467,"2015-01-01T05:00:00.013Z":2165.9870029982139,"2015-01-01T05:00:00.014Z":-136655.51967667346,"2015-01-01T05:00:00.015Z":1062.4472842191583,"2015-01-01T05:00:00.016Z":355.55705042820148,"2015-01-01T05:00:00.017Z":21052.274774739173,"2015-02-03T05:00:00Z":-1104.9518989512255,"2015-02-03T05:00:00.001Z":91685.814294857322,"2015-02-03T05:00:00.002Z":-93555.64998826549,"2015-02-03T05:00:00.003Z":8740.7008433840383,"2015-02-03T05:00:00.004Z":15547.301798164062,"2015-02-03T05:00:00.005Z":5041.8927069005276,"2015-02-03T05:00:00.006Z":67492.288403971295,"2015-02-03T05:00:00.007Z":-110616.294363562,"2015-02-03T05:00:00.008Z":-175.13434918315127,"2015-02-03T05:00:00.009Z":12163.88570080446,"2015-02-03T05:00:00.01Z":32399.002212032814,"2015-02-03T05:00:00.011Z":-55415.854860523817,"2015-02-03T05:00:00.012Z":53771.92269052162,"2015-02-03T05:00:00.013Z":28220.924127768139,"2015-02-03T05:00:00.014Z":29077.423375682443,"2015-02-03T05:00:00.015Z":-132341.70819394843,"2015-03-03T05:00:00Z":4379.4002777353835,"2015-03-03T05:00:00.001Z":7754.6038118232509,"2015-03-03T05:00:00.002Z":911.87810653336032,"2015-03-03T05:00:00.003Z":-319659.03984523099,"2015-03-03T05:00:00.004Z":2958.7920995903246,"2015-03-03T05:00:00.005Z":23658.498202656654,"2015-03-03T05:00:00.006Z":18843.202772532823,"2015-03-03T05:00:00.007Z":316.55135860381972,"2015-03-03T05:00:00.008Z":14056.426994362264,"2015-03-03T05:00:00.009Z":5937.8838081307522,"2015-03-03T05:00:00.01Z":1410.5080262927029,"2015-03-03T05:00:00.011Z":307.85906619293189,"2015-03-03T05:00:00.012Z":3104.1112831678979,"2015-03-03T05:00:00.013Z":7934.3524506478789,"2015-03-03T05:00:00.014Z":16272.370002304529,"2015-03-03T05:00:00.015Z":12649.761433696105,"2015-03-03T05:00:00.016Z":19258.239616959228,"2015-03-03T05:00:00.017Z":18880.06539716412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15-06-02T04:00:00.017Z":24613.974412130348,"2015-06-02T04:00:00.018Z":39785.381462521575,"2015-06-02T04:00:00.019Z":445.94414931330198,"2015-06-02T04:00:00.02Z":6297.9429513432578,"2015-06-02T04:00:00.021Z":-1524.0421293232057,"2015-06-02T04:00:00.022Z":47323.952711865597,"2015-06-02T04:00:00.023Z":1939.0937969439124,"2015-06-02T04:00:00.024Z":85.364329058443133,"2015-06-02T04:00:00.025Z":25819.374994258396,"2015-06-02T04:00:00.026Z":23240.392421966255,"2015-06-02T04:00:00.027Z":15195.057250244115,"2015-06-02T04:00:00.028Z":12711.767381875436,"2015-06-02T04:00:00.029Z":20931.624079335092,"2015-06-02T04:00:00.03Z":3855.8074740432849,"2015-06-02T04:00:00.031Z":424.64912555576257,"2015-06-02T04:00:00.032Z":1860.5965716963708,"2015-07-01T04:00:00Z":-47846.295304244748,"2015-07-01T04:00:00.001Z":-302233.47787809861,"2015-07-01T04:00:00.002Z":929.06772683088093,"2015-07-01T04:00:00.003Z":32102.553937117591,"2015-07-01T04:00:00.004Z":801.6823547127417,"2015-07-01T04:00:00.005Z":23957.671497521882,"2015-07-01T04:00:00.006Z":4254.9203441971658,"2015-07-01T04:00:00.007Z":457.44275902297073,"2015-07-01T04:00:00.008Z":14179.282444687769,"2015-07-01T04:00:00.009Z":19098.328162825161,"2015-07-01T04:00:00.01Z":10908.890005361965,"2015-07-01T04:00:00.011Z":6743.9719034482559,"2015-07-01T04:00:00.012Z":2821.6724855081243,"2015-07-01T04:00:00.013Z":5269.6297908875449,"2015-07-01T04:00:00.014Z":10784.822575721792,"2015-07-01T04:00:00.015Z":62123.695025540663,"2015-07-01T04:00:00.016Z":15762.468009706588,"2015-07-01T04:00:00.017Z":55460.895838124598,"2015-07-01T04:00:00.018Z":3948.0903408015747,"2015-07-01T04:00:00.019Z":-125867.7080783119,"2015-07-01T04:00:00.02Z":1839.6704731642037,"2015-07-01T04:00:00.021Z":10571.42606708824,"2015-07-01T04:00:00.022Z":3995.4922148575761,"2015-07-01T04:00:00.023Z":1937.5925632597025,"2015-07-01T04:00:00.024Z":31056.616821874552,"2015-07-01T04:00:00.025Z":2691.3872793868786,"2015-07-01T04:00:00.026Z":599.46505417728918,"2015-07-01T04:00:00.027Z":103371.70453441863,"2015-07-01T04:00:00.028Z":-13949.818491503191,"2015-08-01T04:00:00Z":14461.188163517485,"2015-08-01T04:00:00.001Z":142201.60702960234,"2015-08-01T04:00:00.002Z":-68243.791425128613,"2015-08-01T04:00:00.003Z":11765.719458475054,"2015-08-01T04:00:00.004Z":-110246.50298335822,"2015-08-01T04:00:00.005Z":-2721.901394565155,"2015-08-01T04:00:00.006Z":968.29785029995742,"2015-08-01T04:00:00.007Z":19103.373976580668,"2015-08-01T04:00:00.008Z":15555.482397266456,"2015-09-01T04:00:00Z":-4365.7070788711135,"2015-09-01T04:00:00.001Z":-4501.0814776208472,"2015-09-01T04:00:00.002Z":52500.098127711834,"2015-09-01T04:00:00.003Z":4667.5270142894415,"2015-09-01T04:00:00.004Z":26088.480101330391,"2015-09-01T04:00:00.005Z":8941.484082485551,"2015-09-01T04:00:00.006Z":7226.6997075134368,"2015-09-01T04:00:00.007Z":12958.893445932439,"2015-09-01T04:00:00.008Z":33436.389702768392,"2015-09-01T04:00:00.009Z":8916.1214665360239,"2015-09-01T04:00:00.01Z":14837.863931556456,"2015-09-01T04:00:00.011Z":420.00125411661151,"2015-09-01T04:00:00.012Z":28050.265823775313,"2015-09-01T04:00:00.013Z":6227.0797319017938,"2015-09-01T04:00:00.014Z":-3708.6797404278982,"2015-09-01T04:00:00.015Z":59167.391085048577,"2015-09-01T04:00:00.016Z":14322.943892362351,"2015-09-01T04:00:00.017Z":29208.943342591901,"2015-09-01T04:00:00.018Z":119357.39691131176,"2015-09-01T04:00:00.019Z":253315.13508595564,"2015-09-01T04:00:00.02Z":101317.40967638155,"2015-09-01T04:00:00.021Z":114655.77557258503,"2015-09-01T04:00:00.022Z":41723.561321759153,"2015-09-01T04:00:00.023Z":75367.848910634435,"2015-09-01T04:00:00.024Z":34615.426317120138,"2015-09-01T04:00:00.025Z":-26110.89272965461,"2015-09-01T04:00:00.026Z":14084.070203499905,"2015-09-01T04:00:00.027Z":111977.67477476895,"2015-09-01T04:00:00.028Z":6465.2489829639744,"2015-09-01T04:00:00.029Z":103194.70242066718,"2015-09-01T04:00:00.03Z":268346.72351532732,"2015-09-01T04:00:00.031Z":7719.2931457535942,"2015-09-01T04:00:00.032Z":985.32642064375511,"2015-09-01T04:00:00.033Z":149650.17442569046,"2015-09-01T04:00:00.034Z":69275.708083051737,"2015-09-01T04:00:00.035Z":34908.945813928636,"2015-09-01T04:00:00.036Z":6043.6632368521969,"2015-09-01T04:00:00.037Z":35867.056868058884,"2015-10-01T04:00:00Z":-25772.156415644884,"2015-10-01T04:00:00.001Z":157459.95541323142,"2015-10-01T04:00:00.002Z":1199.5132175682968,"2015-10-01T04:00:00.003Z":7575.5310462427515,"2015-10-01T04:00:00.004Z":-336.57259567188618,"2015-10-01T04:00:00.005Z":1090.5844743128962,"2015-10-01T04:00:00.006Z":1092.2342129270523,"2015-10-01T04:00:00.007Z":1978.6864053000654,"2015-10-01T04:00:00.008Z":61482.897680517199,"2015-10-01T04:00:00.009Z":848.53018632486305,"2015-10-01T04:00:00.01Z":9046.1241819801398,"2015-10-01T04:00:00.011Z":42861.361971756553,"2015-10-01T04:00:00.012Z":1677.4511640665144,"2015-10-01T04:00:00.013Z":915.92784189007295,"2015-10-01T04:00:00.014Z":23190.568913608877,"2015-10-01T04:00:00.015Z":7814.0126450889684,"2015-10-01T04:00:00.016Z":125537.29077460174,"2015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T04:00:00.007Z":42850.453523590273,"2018-04-03T04:00:00.008Z":13771.410355690539,"2018-04-03T04:00:00.009Z":1874.0883773727248,"2018-04-03T04:00:00.01Z":11431.45490732301,"2018-04-03T04:00:00.011Z":7353.8128788106333,"2018-04-03T04:00:00.012Z":10021.874505007925,"2018-04-03T04:00:00.013Z":-10438.86002791051,"2018-04-03T04:00:00.014Z":3956.69549666273,"2018-04-03T04:00:00.015Z":-19560.240434925145,"2018-04-03T04:00:00.016Z":8945.3773546309931,"2018-04-03T04:00:00.017Z":18674.097291787821,"2018-04-03T04:00:00.018Z":4605.527496689594,"2018-04-03T04:00:00.019Z":-1511.7260343887785,"2018-04-03T04:00:00.02Z":-1931.4955757330467,"2018-04-03T04:00:00.021Z":2437.7863793871347,"2018-04-03T04:00:00.022Z":1069.7679683492233,"2018-04-03T04:00:00.023Z":1192.0516548110231,"2018-04-03T04:00:00.024Z":362.86654948975541,"2018-04-03T04:00:00.025Z":9531.5200384816399,"2018-04-03T04:00:00.026Z":-21712.507470392738,"2018-04-03T04:00:00.027Z":-161565.86240798232,"2018-04-03T04:00:00.028Z":-164305.45958570016,"2018-04-03T04:00:00.029Z":1048.6553904017446,"2018-05-01T04:00:00Z":5524.8414637285068,"2018-05-01T04:00:00.001Z":131.94565129896159,"2018-05-01T04:00:00.002Z":397.75178670118106,"2018-05-01T04:00:00.003Z":17683.696893249726,"2018-05-01T04:00:00.004Z":5307.6140469269458,"2018-05-01T04:00:00.005Z":-100989.08668620059,"2018-05-01T04:00:00.006Z":9740.6046011912968,"2018-05-01T04:00:00.007Z":2865.9798738405821,"2018-05-01T04:00:00.008Z":807.53821854122805,"2018-05-01T04:00:00.009Z":4448.0214377271468,"2018-05-01T04:00:00.01Z":18517.615723834868,"2018-05-01T04:00:00.011Z":15149.910460275378,"2018-05-01T04:00:00.012Z":-107075.2275865845,"2018-05-01T04:00:00.013Z":-168210.8829189942,"2018-05-01T04:00:00.014Z":-27498.579547480284,"2018-05-01T04:00:00.015Z":40176.92922723011,"2018-05-01T04:00:00.016Z":-35714.578996533921,"2018-05-01T04:00:00.017Z":12633.689480788484,"2018-05-01T04:00:00.018Z":-32664.662256005311,"2018-05-01T04:00:00.019Z":-32309.069534183785,"2018-05-01T04:00:00.02Z":43670.802596228408,"2018-05-01T04:00:00.021Z":12878.284177772619,"2018-05-01T04:00:00.022Z":26854.064257103419,"2018-05-01T04:00:00.023Z":-34398.591857324165,"2018-05-01T04:00:00.024Z":16641.385724353615,"2018-05-01T04:00:00.025Z":26642.66372298952,"2018-05-01T04:00:00.026Z":-124626.93063744868,"2018-05-01T04:00:00.027Z":1120.9248509296392,"2018-05-01T04:00:00.028Z":57368.07921711477,"2018-05-01T04:00:00.029Z":17260.222058450621,"2018-05-01T04:00:00.03Z":50077.975245887457,"2018-05-01T04:00:00.031Z":89271.824676739532,"2018-05-01T04:00:00.032Z":8061.5643530805655,"2018-05-01T04:00:00.033Z":-251.17144963121811,"2018-06-01T04:00:00Z":-78808.117943067278,"2018-06-01T04:00:00.001Z":-75962.799576060905,"2018-06-01T04:00:00.002Z":10949.718917354887,"2018-06-01T04:00:00.003Z":73809.464571222779,"2018-06-01T04:00:00.004Z":15596.44253862127,"2018-06-01T04:00:00.005Z":-10490.267623536831,"2018-06-01T04:00:00.006Z":20455.717220354523,"2018-06-01T04:00:00.007Z":-22652.601576713965,"2018-06-01T04:00:00.008Z":-23597.579929330244,"2018-06-01T04:00:00.009Z":15413.764357817243,"2018-06-01T04:00:00.01Z":2246.6766111403354,"2018-06-01T04:00:00.011Z":2398.840283851368,"2018-06-01T04:00:00.012Z":-5952.7817225415229,"2018-06-01T04:00:00.013Z":-161874.92509635989,"2018-06-01T04:00:00.014Z":6334.8358986278408,"2018-06-01T04:00:00.015Z":6928.8177500573747,"2018-06-01T04:00:00.016Z":-93635.298768124689,"2018-06-01T04:00:00.017Z":-87492.97273774643,"2018-06-01T04:00:00.018Z":-8071.3281856095082,"2018-06-01T04:00:00.019Z":3254.5485323839021,"2018-06-01T04:00:00.02Z":-51932.604617096971,"2018-06-01T04:00:00.021Z":-1063.3320995014249,"2018-06-01T04:00:00.022Z":27285.640491254562,"2018-06-01T04:00:00.023Z":68455.651998535686,"2018-06-01T04:00:00.024Z":-350818.76545328705,"2018-07-03T04:00:00Z":104648.35882770148,"2018-07-03T04:00:00.001Z":-35151.066883324209,"2018-07-03T04:00:00.002Z":-11099.270220998085,"2018-07-03T04:00:00.003Z":96901.31314880088,"2018-07-03T04:00:00.004Z":47786.827723243659,"2018-07-03T04:00:00.005Z":24070.553855398673,"2018-07-03T04:00:00.006Z":44948.71979111377,"2018-07-03T04:00:00.007Z":53159.837903448482,"2018-07-03T04:00:00.008Z":31357.4375404731,"2018-07-03T04:00:00.009Z":66699.377960867423,"2018-07-03T04:00:00.01Z":103221.73492813628,"2018-07-03T04:00:00.011Z":-20531.985380363178,"2018-07-03T04:00:00.012Z":-163341.89413508066,"2018-07-03T04:00:00.013Z":17060.279078674106,"2018-07-03T04:00:00.014Z":2889.9647556495615,"2018-07-03T04:00:00.015Z":53267.29615346311,"2018-07-03T04:00:00.016Z":20940.030923350052,"2018-07-03T04:00:00.017Z":30558.580650184678,"2018-07-03T04:00:00.018Z":-1195.6047132514625,"2018-07-03T04:00:00.019Z":3491.2532077763672,"2018-07-03T04:00:00.02Z":-96354.605809157365,"2018-07-03T04:00:00.021Z":-113966.54237782459,"2018-07-03T04:00:00.022Z":81455.881497811031,"2018-07-03T04:00:00.023Z":-58963.00403592817,"2018-07-03T04:00:00.024Z":104546.58425860017,"2018-07-03T04:00:00.025Z":106444.91166390038,"2018-07-03T04:00:00.026Z":59041.562766676747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2S","permtick":"CME_BP1"}],"entryTime":"2026-09-01T04:00:00Z","entryPrice":98.537598639517469,"direction":0,"quantity":18115,"exitTime":"2026-10-01T04:00:00Z","exitPrice":96.472456953106359,"profitLoss":-37410.040000000001,"totalFees":89.25042996774296,"mae":-43337.68,"mfe":13437.959999999999,"duration":"30.00:00:00","endTradeDrawdown":43337.68,"isWin":false,"orderIds":[16630,16706]},{"id":"2886ade7-7edb-4b3a-8f34-15501f6fe929","symbols":[{"value":"CME_JY1","id":"CME_JY1.QuantpediaFutures 2S","permtick":"CME_JY1"}],"entryTime":"2025-11-01T04:00:00Z","entryPrice":43.867635710884201,"direction":1,"quantity":12022,"exitTime":"2026-10-01T04:00:00Z","exitPrice":41.741840094578571,"profitLoss":25556.310000000001,"totalFees":25.09102008085118,"mae":-31154.380000000001,"mfe":43154.540000000001,"duration":"334.00:00:00","endTradeDrawdown":30547.93,"isWin":true,"orderIds":[16098,16709]},{"id":"11a20c3c-7aaf-424e-8906-d09dfbffa13d","symbols":[{"value":"ASX_XT1","id":"ASX_XT1.QuantpediaFutures 2S","permtick":"ASX_XT1"}],"entryTime":"2025-12-02T05:00:00Z","entryPrice":116.60975185615953,"direction":1,"quantity":12924,"exitTime":"2026-10-01T04:00:00Z","exitPrice":115.79654822926388,"profitLoss":10509.84,"totalFees":74.827729465750323,"mae":0,"mfe":11695.950000000001,"duration":"302.23:00:00","endTradeDrawdown":6796.8000000000002,"isWin":true,"orderIds":[16155,16715]},{"id":"4d74f67c-766c-4d95-b5a2-fcbfa915d9ad","symbols":[{"value":"ASX_YT1","id":"ASX_YT1.QuantpediaFutures 2S","permtick":"ASX_YT1"}],"entryTime":"2025-12-02T05:00:00Z","entryPrice":118.6505613359861,"direction":1,"quantity":38300,"exitTime":"2026-10-01T04:00:00Z","exitPrice":117.5508400908393,"profitLoss":42119.32,"totalFees":225.10985877395726,"mae":0,"mfe":48986.400000000001,"duration":"302.23:00:00","endTradeDrawdown":24148.740000000002,"isWin":true,"orderIds":[16156,16716]},{"id":"76fc440a-1003-4141-84e0-82686ed320af","symbols":[{"value":"EUREX_FGBM1","id":"EUREX_FGBM1.QuantpediaFutures 2S","permtick":"EUREX_FGBM1"}],"entryTime":"2025-12-02T05:00:00Z","entryPrice":142.81662393934147,"direction":1,"quantity":8881,"exitTime":"2026-10-01T04:00:00Z","exitPrice":137.3717662235824,"profitLoss":48355.779999999999,"totalFees":60.999932791581763,"mae":-8723.2099999999991,"mfe":54123.32,"duration":"302.23:00:00","endTradeDrawdown":17940.540000000001,"isWin":true,"orderIds":[16158,16719]},{"id":"bbfa1c86-ce7b-4aef-845e-bb4a96693b52","symbols":[{"value":"EUREX_FGBS1","id":"EUREX_FGBS1.QuantpediaFutures 2S","permtick":"EUREX_FGBS1"}],"entryTime":"2025-11-01T04:00:00Z","entryPrice":110.38161749746081,"direction":1,"quantity":37042,"exitTime":"2026-10-01T04:00:00Z","exitPrice":108.17851988591734,"profitLoss":81607.139999999999,"totalFees":200.35743668070751,"mae":-6111.5500000000002,"mfe":90986.190000000002,"duration":"334.00:00:00","endTradeDrawdown":24453.900000000001,"isWin":true,"orderIds":[16102,16720]}]},"analysis":[{"name":"FlatEquityCurveAnalysis","issue":"The equity curve is flat for several days in a row.","sample":[{"start":"2000-01-01T05:00:00Z","end":"2000-04-01T05:00:00","trading_days":64}],"solutions":["Log how often each entry condition passes individually: when several conditions must align (trend, volume, indicator thresholds), it is common that they are never all true at the same time. Relax the single most restrictive condition and re-run, changing one condition per backtest instead of redesigning the strategy.","Check if you need to warm-up some data structures, including indicators, RollingWindow objects, and training data. Log how many assets pass IsReady or warm-up gates: they can silently exclude most of the universe.","Check if the algorithm subscribes to any assets. Is the universe selection actually selecting anything? Log the selection count on each rebalance.","Check custom data sources actually deliver data by logging the first points received: a reader or date-format error can silently produce no data and therefore no signals.","Check minimum-history or training-window requirements against the history the data source actually provides: if a model requires more history than exists, the trading logic may never activate.","Check if there is enough cash to satisfy the minimum order sizes."]},{"name":"AlgorithmSpeedAnalysis \/ SlowExecution","issue":"The algorithm is running below 40k data points per second.","sample":"The algorithm executed at only 3k data points per second over the whole 2m run.","solutions":["Review the algorithm code for inefficiencies.","To see where the execution time is spent, set the `performance_sample_period` setting, like `self.settings.performance_sample_period = timedelta(days=1)`, and rerun to get a \"Performance\" time-breakdown chart.","If there is a universe, reduce its size.","Reduce the data resolution.","If the algorithm is training a model, reduce the amount of training data or reduce the number of epochs in the training process."]},{"name":"PortfolioMarginUsageAnalysis","issue":"The algorithm sometimes only utilizes a small proportion of the margin available.","sample":"Number of days when the 3-day SMA of the margin usage drops below 50%: 9650","solutions":["Adjust the strategy logic or position sizing to utilize more margin.","If the algorithm logic leads to periods of time when the portfolio sits in cash, consider holding a \"risk-free\" asset during these periods."]},{"name":"PerformanceRelativeToBenchmarkAnalysis","issue":"The strategy has a lower Sharpe ratio than the benchmark.","sample":{"backtestSharpe":-1.7642980924015046,"benchmarkSharpe":-1.1085894562560332},"solutions":["Try adjusting the trading rules and\/or the universe to get a strategy that outperforms the benchmark."]},{"name":"CrisisEventsAnalysis","issue":"The strategy underperformed the benchmark during some crisis events in terms of risk-adjusted returns.","sample":{"crisisEvent":"U.S. Housing Bubble 2003","backtestSharpe":-1.8864335975458055,"benchmarkSharpe":-1.5785454567649142},"count":8,"solutions":["Consider adding risk management techniques such as stop-loss orders, position sizing, Option hedging, and diversification to mitigate losses during turbulent periods."]},{"name":"StatisticalSignificanceOfDailyReturnsAnalysis","issue":"The distribution of the strategy's daily returns in excess of the benchmark's daily returns has a p-value above 0.05. Therefore, we fail to reject the null hypothesis that the mean of this distribution is above zero.","sample":{"pValue":0.35861050794834715},"solutions":["Try adjusting the trading rules and\/or the universe to get a strategy that outperforms the benchmark."]}]},"backtestId":"04770d92b377957647c9d983e09dfda7","files":[{"id":null,"content":"# https:\/\/quantpedia.com\/strategies\/time-series-momentum-effect\/\n#\n# The investment universe consists of 24 commodity futures, 12 cross-currency pairs (with 9 underlying currencies), 9 developed equity indices, and 13 developed\n# government bond futures.\n# Every month, the investor considers whether the excess return of each asset over the past 12 months is positive or negative and goes long on the contract if it is \n# positive and short if negative. The position size is set to be inversely proportional to the instrument\u2019s volatility. A univariate GARCH model is used to estimated \n# ex-ante volatility in the source paper. However, other simple models could probably be easily used with good results (for example, the easiest one would be using \n# historical volatility instead of estimated volatility). The portfolio is rebalanced monthly.\n#\n# QC implementation changes:\n#   - instead of GARCH model volatility, we have used simple historical volatility. \n            \nfrom math import sqrt\nfrom AlgorithmImports import *\nimport numpy as np\nimport pandas as pd\n\nclass TimeSeriesMomentum(QCAlgorithm):\n\n    def Initialize(self) -> None:\n        self.SetStartDate(2000, 1, 1)\n        self.SetCash(10_000_000)\n\n        self.symbols: List[str] = [\n            \"CME_S1\",   # Soybean Futures, Continuous Contract\n            \"CME_W1\",   # Wheat Futures, Continuous Contract\n            \"CME_SM1\",  # Soybean Meal Futures, Continuous Contract\n            \"CME_BO1\",  # Soybean Oil Futures, Continuous Contract\n            \"CME_C1\",   # Corn Futures, Continuous Contract\n            \"CME_O1\",   # Oats Futures, Continuous Contract\n            \"CME_LC1\",  # Live Cattle Futures, Continuous Contract\n            \"CME_FC1\",  # Feeder Cattle Futures, Continuous Contract\n            \"CME_LN1\",  # Lean Hog Futures, Continuous Contract\n            \"CME_GC1\",  # Gold Futures, Continuous Contract\n            \"CME_SI1\",  # Silver Futures, Continuous Contract\n            \"CME_PL1\",  # Platinum Futures, Continuous Contract\n            \"CME_CL1\",  # Crude Oil Futures, Continuous Contract\n            \"CME_HG1\",  # Copper Futures, Continuous Contract\n            \"CME_LB1\",  # Random Length Lumber Futures, Continuous Contract\n            \"CME_NG1\",  # Natural Gas (Henry Hub) Physical Futures, Continuous Contract\n            \"CME_PA1\",  # Palladium Futures, Continuous Contract \n            \"CME_RR1\",  # Rough Rice Futures, Continuous Contract\n            \"CME_DA1\",  # Class III Milk Futures\n            \"CME_RB1\",  # Gasoline Futures, Continuous Contract\n            \"CME_KW1\",  # Wheat Kansas, Continuous Contract\n\n            \"ICE_CC1\",  # Cocoa Futures, Continuous Contract \n            \"ICE_CT1\",  # Cotton No. 2 Futures, Continuous Contract\n            \"ICE_KC1\",  # Coffee C Futures, Continuous Contract\n            \"ICE_O1\",   # Heating Oil Futures, Continuous Contract\n            \"ICE_OJ1\",  # Orange Juice Futures, Continuous Contract\n            \"ICE_SB1\",  # Sugar No. 11 Futures, Continuous Contract\n            \"ICE_RS1\",  # Canola Futures, Continuous Contract\n            \"ICE_GO1\",  # Gas Oil Futures, Continuous Contract\n            \"ICE_WT1\",  # WTI Crude Futures, Continuous Contract\n                                    \n            \"CME_AD1\", # Australian Dollar Futures, Continuous Contract #1\n            \"CME_BP1\", # British Pound Futures, Continuous Contract #1\n            \"CME_CD1\", # Canadian Dollar Futures, Continuous Contract #1\n            \"CME_EC1\", # Euro FX Futures, Continuous Contract #1\n            \"CME_JY1\", # Japanese Yen Futures, Continuous Contract #1\n            \"CME_MP1\", # Mexican Peso Futures, Continuous Contract #1\n            \"CME_NE1\", # New Zealand Dollar Futures, Continuous Contract #1\n            \"CME_SF1\", # Swiss Franc Futures, Continuous Contract #1\n        \n            \"ICE_DX1\",      # US Dollar Index Futures, Continuous Contract #1\n            \"CME_NQ1\",      # E-mini NASDAQ 100 Futures, Continuous Contract #1\n            \"EUREX_FDAX1\",  # DAX Futures, Continuous Contract #1\n            \"CME_ES1\",      # E-mini S&P 500 Futures, Continuous Contract #1\n            \"EUREX_FSMI1\",  # SMI Futures, Continuous Contract #1\n            \"EUREX_FSTX1\",  # STOXX Europe 50 Index Futures, Continuous Contract #1\n            \"LIFFE_FCE1\",   # CAC40 Index Futures, Continuous Contract #1\n            \"LIFFE_Z1\",     # FTSE 100 Index Futures, Continuous Contract #1\n            \"SGX_NK1\",      # SGX Nikkei 225 Index Futures, Continuous Contract #1\n            \"CME_MD1\",      # E-mini S&P MidCap 400 Futures\n            \n            \"CME_TY1\",      # 10 Yr Note Futures, Continuous Contract #1\n            \"CME_FV1\",      # 5 Yr Note Futures, Continuous Contract #1\n            \"CME_TU1\",      # 2 Yr Note Futures, Continuous Contract #1\n            \"ASX_XT1\",     # 10 Year Commonwealth Treasury Bond Futures, Continuous Contract #1   # 'Settlement price' instead of 'settle' on quandl. \n            \"ASX_YT1\",     # 3 Year Commonwealth Treasury Bond Futures, Continuous Contract #1    # 'Settlement price' instead of 'settle' on quandl.\n            \"EUREX_FGBL1\",  # Euro-Bund (10Y) Futures, Continuous Contract #1\n            \"EUREX_FBTP1\", # Long-Term Euro-BTP Futures, Continuous Contract #1\n            \"EUREX_FGBM1\",  # Euro-Bobl Futures, Continuous Contract #1\n            \"EUREX_FGBS1\",  # Euro-Schatz Futures, Continuous Contract #1 \n            \"SGX_JB1\",      # SGX 10-Year Mini Japanese Government Bond Futures\n            \"LIFFE_R1\"      # Long Gilt Futures, Continuous Contract #1\n            \"MX_CGB1\",     # Ten-Year Government of Canada Bond Futures, Continuous Contract #1    # 'Settlement price' instead of 'settle' on quandl.\n        ]\n                    \n        self.period: int = 12 * 21\n        self.SetWarmUp(self.period, Resolution.Daily)\n        \n        self.targeted_volatility: float = .1\n        self.vol_target_period: int = 60\n        self.leverage_cap: int = 4\n        leverage: int = 20\n        \n        # Daily rolled data.\n        self.data: Dict[str, RollingWindow] = {}\n        \n        for symbol in self.symbols:\n            # Back adjusted and spliced data import.\n            data: Security = self.AddData(QuantpediaFutures, symbol, Resolution.Daily)\n            \n            data.SetFeeModel(CustomFeeModel())\n            data.SetLeverage(leverage)\n            \n            self.data[symbol] = RollingWindow[float](self.period)\n        \n        self.recent_month: int = -1\n        self.Settings.MinimumOrderMarginPortfolioPercentage = 0.\n        self.settings.daily_precise_end_time = False\n    \n    def OnData(self, slice: Slice) -> None:\n        custom_data_last_update_date: Dict[str, datetime.date] = QuantpediaFutures.get_last_update_date()\n\n        # Store daily data.\n        for symbol in self.symbols:\n            if slice.contains_key(symbol) and slice[symbol]:\n                price = slice[symbol].Value\n                self.data[symbol].Add(price)\n\n        if self.recent_month == self.Time.month:\n            return\n        self.recent_month = self.Time.month\n        \n        # Performance and volatility data.\n        performance_volatility: Dict[str, Tuple[float, float]] = {}\n        daily_returns: Dict[str, float] = {}\n        \n        for symbol in self.symbols:\n            if self.data[symbol].IsReady:\n                # check if data is still coming\n                if self.Securities[symbol].GetLastData() and self.time.date() > custom_data_last_update_date[symbol]:\n                    self.liquidate(symbol)\n                    continue\n\n                back_adjusted_prices: np.ndarray = np.array([x for x in self.data[symbol]])\n                performance: float = back_adjusted_prices[0] \/ back_adjusted_prices[-1] - 1\n                daily_rets: np.ndarray = back_adjusted_prices[:-1] \/ back_adjusted_prices[1:] - 1\n                \n                back_adjusted_prices: np.ndarray = back_adjusted_prices[:self.vol_target_period]\n                daily_rets: np.ndarray = back_adjusted_prices[:-1] \/ back_adjusted_prices[1:] - 1\n                volatility_3M: float = np.std(daily_rets) * sqrt(252)\n                daily_returns[symbol] = daily_rets[::-1][:self.vol_target_period]\n\n                performance_volatility[symbol] = (performance, volatility_3M)\n\n        if len(performance_volatility) == 0: return\n    \n        # Performance sorting.\n        long: List[str] = [x[0] for x in performance_volatility.items() if x[1][0] > 0]\n        short: List[str] = [x[0] for x in performance_volatility.items() if x[1][0] < 0]\n        \n        weight_by_symbol: Dict[str, float] = {}\n        \n        # Volatility weighting long and short leg separately.\n        ls_leverage: List[float] = [] # long and short leverage\n        \n        for sym_i, symbols in enumerate([long, short]):\n            total_volatility: float = sum([1\/performance_volatility[x][1] for x in symbols])\n            \n            # Inverse volatility weighting.\n            weights: np.ndarray = np.array([(1\/performance_volatility[x][1]) \/ total_volatility for x in symbols])\n            weights_sum: float = sum(weights)\n            weights: float = weights\/weights_sum\n            \n            df: DataFrame = pd.DataFrame()\n            i: int = 0\n            for symbol in symbols:\n                df[str(symbol)] = [x for x in daily_returns[symbol]]\n                weight_by_symbol[symbol] = weights[i] if sym_i == 0 else -weights[i]\n                i += 1\n            \n            # volatility targeting\n            portfolio_vol: float = np.sqrt(np.dot(weights.T, np.dot(df.cov() * 252, weights.T)))\n            leverage: float = self.targeted_volatility \/ portfolio_vol\n            leverage: float = min(self.leverage_cap, leverage) # cap max leverage\n            ls_leverage.append(leverage)\n\n        # Trade execution.\n        invested: List[str] = [x.Key.Value for x in self.Portfolio if x.Value.Invested]\n        for symbol in invested:\n            if symbol not in long + short:\n                self.Liquidate(symbol)\n\n        for symbol, w in weight_by_symbol.items():\n            if slice.contains_key(symbol) and slice[symbol]:\n                if w >= 0:\n                    self.SetHoldings(symbol, w*ls_leverage[0])\n                else:\n                    self.SetHoldings(symbol, w*ls_leverage[1])\n            \n# Quantpedia data.\n# NOTE: IMPORTANT: Data order must be ascending (datewise)\nclass QuantpediaFutures(PythonData):\n    _last_update_date: Dict[Symbol, datetime.date] = {}\n    \n    @staticmethod\n    def get_last_update_date() -> Dict[Symbol, datetime.date]:\n       return QuantpediaFutures._last_update_date\n\n    def GetSource(self, config, date, isLiveMode):\n        return SubscriptionDataSource(\"data.quantpedia.com\/backtesting_data\/futures\/{0}.csv\".format(config.Symbol.Value), SubscriptionTransportMedium.RemoteFile, FileFormat.Csv)\n\n    def Reader(self, config, line, date, isLiveMode):\n        data = QuantpediaFutures()\n        data.Symbol = config.Symbol\n        \n        try:\n            if not line[0].isdigit(): return None\n            split = line.split(';')\n            \n            data.Time = datetime.strptime(split[0], \"%d.%m.%Y\") + timedelta(days=1)\n            data['back_adjusted'] = float(split[1])\n            data['spliced'] = float(split[2])\n            data.Value = float(split[1])\n\n            if config.Symbol.Value not in QuantpediaFutures._last_update_date:\n                QuantpediaFutures._last_update_date[config.Symbol.Value] = datetime(1,1,1).date()\n            if data.Time.date() > QuantpediaFutures._last_update_date[config.Symbol.Value]:\n                QuantpediaFutures._last_update_date[config.Symbol.Value] = data.Time.date()\n        except:\n            return None\n\n        return data\n\n# Custom fee model.\nclass CustomFeeModel(FeeModel):\n    def GetOrderFee(self, parameters: OrderFeeParameters) -> OrderFee:\n        fee: float = parameters.Security.Price * parameters.Order.AbsoluteQuantity * 0.00005\n        return OrderFee(CashAmount(fee, \"USD\"))","modified":null,"name":"main.py","open":false,"isLibrary":false,"projectId":37298783}],"success":true}