{
    "cells": [
     {
      "cell_type": "code",
      "execution_count": null,
      "id": "0d247576-d44f-4753-b269-4e1a71d76806",
      "metadata": {},
      "outputs": [],
      "source": [
       "import pandas as pd \n",
       "\n",
       "train = pd.read_csv('https://auto-arima-results.s3.amazonaws.com/M4-Hourly.csv')\n",
       "test = pd.read_csv('https://auto-arima-results.s3.amazonaws.com/M4-Hourly-test.csv').rename(columns={'y': 'y_test'})"
      ]
     },
     {
      "cell_type": "markdown",
      "id": "f69a4756",
      "metadata": {},
      "source": [
       "#Test test test"
      ]
     },
     {
      "cell_type": "code",
      "execution_count": null,
      "id": "373cbfab-3d43-4cd0-9aac-5f502b538123",
      "metadata": {},
      "outputs": [],
      "source": [
       "n_series = 8 \n",
       "uids = train['unique_id'].unique()[:n_series] # select first n_series of the dataset\n",
       "train = train.query('unique_id in @uids')\n",
       "test = test.query('unique_id in @uids')"
      ]
     },
     {
      "cell_type": "code",
      "execution_count": null,
      "id": "2f5dd785-c3b8-42e4-9f51-ad5ba8e22ecc",
      "metadata": {},
      "outputs": [
       {
        "name": "stderr",
        "output_type": "stream",
        "text": [
         "/usr/local/anaconda3/lib/python3.11/site-packages/statsforecast/core.py:21: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n",
         "  from tqdm.autonotebook import tqdm\n"
        ]
       },
       {
        "data": {
         "application/vnd.plotly.v1+json": {
          "config": {
           "plotlyServerURL": "https://plot.ly"
          },
          "data": [
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": true,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x",
            "y": [
             605,
             586,
             586,
             559,
             511,
             443,
             422,
             395,
             382,
             370,
             383,
             397,
             420,
             455,
             493,
             554,
             610,
             666,
             715,
             755,
             778,
             794,
             806,
             808,
             776,
             723,
             709,
             660,
             585,
             527,
             462,
             437,
             413,
             407,
             404,
             420,
             441,
             471,
             526,
             571,
             612,
             635,
             613,
             608,
             614,
             637,
             669,
             683,
             687,
             660,
             661,
             632,
             573,
             521,
             481,
             452,
             447,
             425,
             427,
             441,
             438,
             472,
             528,
             596,
             661,
             708,
             754,
             781,
             808,
             819,
             820,
             801,
             770,
             717,
             697,
             655,
             607,
             552,
             512,
             475,
             452,
             436,
             429,
             433,
             430,
             472,
             536,
             611,
             662,
             705,
             707,
             718,
             733,
             741,
             737,
             710,
             647,
             593,
             564,
             528,
             507,
             466,
             428,
             396,
             382,
             371,
             374,
             372,
             373,
             406,
             451,
             480,
             487,
             487,
             494,
             505,
             519,
             535,
             560,
             570,
             551,
             541,
             552,
             521,
             477,
             426,
             395,
             370,
             357,
             349,
             362,
             374,
             402,
             427,
             456,
             500,
             558,
             608,
             661,
             704,
             736,
             763,
             782,
             782,
             775,
             730,
             716,
             657,
             590,
             518,
             469,
             438,
             418,
             406,
             405,
             418,
             440,
             467,
             526,
             588,
             660,
             713,
             767,
             800,
             828,
             837,
             851,
             836,
             813,
             776,
             753,
             695,
             620,
             542,
             494,
             459,
             439,
             417,
             423,
             429,
             450,
             482,
             539,
             613,
             677,
             736,
             777,
             820,
             828,
             838,
             824,
             805,
             774,
             736,
             718,
             666,
             601,
             532,
             485,
             449,
             427,
             415,
             418,
             438,
             445,
             487,
             535,
             598,
             669,
             730,
             776,
             801,
             824,
             826,
             819,
             802,
             771,
             740,
             722,
             676,
             603,
             546,
             488,
             458,
             438,
             421,
             419,
             426,
             450,
             487,
             550,
             612,
             683,
             739,
             785,
             818,
             837,
             847,
             848,
             834,
             810,
             764,
             746,
             698,
             634,
             584,
             519,
             490,
             463,
             446,
             439,
             436,
             442,
             483,
             566,
             643,
             723,
             773,
             822,
             849,
             865,
             881,
             882,
             872,
             840,
             797,
             773,
             724,
             661,
             593,
             547,
             512,
             484,
             463,
             452,
             442,
             447,
             506,
             598,
             692,
             756,
             804,
             836,
             866,
             886,
             890,
             878,
             863,
             830,
             770,
             756,
             704,
             629,
             566,
             518,
             484,
             461,
             450,
             446,
             467,
             485,
             525,
             585,
             670,
             747,
             805,
             839,
             857,
             844,
             834,
             828,
             834,
             815,
             781,
             762,
             710,
             641,
             571,
             527,
             498,
             475,
             466,
             472,
             478,
             506,
             542,
             594,
             661,
             728,
             786,
             828,
             846,
             854,
             852,
             862,
             859,
             853,
             815,
             802,
             749,
             679,
             604,
             569,
             529,
             513,
             500,
             495,
             511,
             525,
             557,
             605,
             676,
             737,
             791,
             837,
             856,
             886,
             901,
             916,
             905,
             871,
             823,
             798,
             738,
             666,
             593,
             553,
             515,
             494,
             487,
             482,
             498,
             515,
             540,
             584,
             633,
             705,
             754,
             801,
             833,
             863,
             872,
             867,
             845,
             819,
             787,
             762,
             717,
             651,
             575,
             537,
             500,
             470,
             457,
             465,
             467,
             488,
             525,
             581,
             654,
             732,
             789,
             826,
             852,
             870,
             859,
             853,
             820,
             789,
             741,
             731,
             683,
             620,
             566,
             514,
             478,
             462,
             435,
             432,
             434,
             441,
             483,
             563,
             644,
             729,
             798,
             847,
             874,
             890,
             908,
             902,
             895,
             860,
             815,
             792,
             732,
             672,
             605,
             554,
             517,
             492,
             473,
             452,
             458,
             452,
             506,
             607,
             691,
             761,
             820,
             860,
             867,
             852,
             820,
             768,
             729,
             689,
             661,
             652,
             612,
             559,
             503,
             468,
             441,
             423,
             412,
             424,
             441,
             460,
             494,
             548,
             609,
             694,
             758,
             817,
             863,
             881,
             900,
             909,
             900,
             875,
             830,
             812,
             758,
             688,
             607,
             570,
             536,
             504,
             487,
             495,
             503,
             521,
             554,
             612,
             680,
             753,
             817,
             863,
             889,
             883,
             867,
             840,
             810,
             779,
             744,
             722,
             668,
             613,
             550,
             509,
             481,
             460,
             458,
             456,
             474,
             488,
             527,
             583,
             652,
             723,
             796,
             846,
             877,
             881,
             884,
             857,
             835,
             809,
             766,
             755,
             703,
             635,
             577,
             533,
             504,
             485,
             473,
             474,
             494,
             507,
             545,
             599,
             672,
             740,
             790,
             823,
             822,
             817,
             801,
             792,
             775,
             735,
             723,
             699,
             658,
             598,
             547,
             503,
             474,
             459,
             450,
             450,
             469,
             488,
             520,
             566,
             640,
             705,
             762,
             808,
             838,
             820,
             784,
             753,
             739,
             720,
             690,
             678,
             634,
             587,
             537,
             492,
             464,
             443,
             427,
             424,
             430,
             424,
             473,
             537,
             616,
             684,
             761,
             793,
             826,
             833,
             835,
             838,
             823,
             795,
             750,
             739,
             679,
             622,
             558,
             513,
             476,
             449,
             437,
             422,
             423,
             415,
             475,
             553,
             624,
             680,
             720,
             769,
             805,
             828,
             836,
             849,
             844,
             808,
             757,
             730,
             670,
             594,
             528,
             474,
             447,
             423,
             412,
             413,
             431,
             449,
             489,
             544,
             610,
             696,
             765,
             813,
             851,
             872,
             883,
             899,
             897,
             871,
             831,
             813,
             749,
             664,
             550,
             544,
             505,
             483,
             469,
             466,
             487,
             492,
             531,
             583,
             659,
             743,
             811,
             863,
             898,
             914,
             920,
             926,
             919,
             887,
             862,
             829,
             769,
             691,
             618,
             563,
             529,
             504,
             489,
             487,
             508,
             513,
             555,
             606,
             676,
             761,
             837,
             878,
             890,
             879,
             847,
             820,
             790,
             784,
             752,
             739,
             684
            ],
            "yaxis": "y"
           },
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": false,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x2",
            "y": [
             513,
             512,
             506,
             500,
             490,
             484,
             467,
             446,
             434,
             422,
             416,
             413,
             413,
             415,
             430,
             446,
             458,
             444,
             476,
             487,
             490,
             500,
             502,
             508,
             510,
             508,
             510,
             502,
             493,
             486,
             464,
             448,
             431,
             422,
             412,
             409,
             412,
             414,
             428,
             441,
             452,
             400,
             422,
             489,
             493,
             501,
             508,
             511,
             517,
             515,
             516,
             504,
             497,
             490,
             478,
             454,
             444,
             430,
             422,
             418,
             417,
             414,
             429,
             439,
             457,
             453,
             486,
             491,
             496,
             504,
             487,
             502,
             515,
             511,
             507,
             504,
             494,
             489,
             471,
             455,
             440,
             429,
             420,
             417,
             415,
             413,
             419,
             436,
             448,
             466,
             480,
             484,
             497,
             493,
             504,
             502,
             506,
             503,
             501,
             493,
             482,
             475,
             458,
             444,
             430,
             416,
             407,
             405,
             401,
             398,
             406,
             417,
             433,
             446,
             457,
             468,
             473,
             478,
             483,
             483,
             491,
             494,
             494,
             486,
             478,
             468,
             453,
             434,
             416,
             414,
             402,
             400,
             402,
             409,
             414,
             434,
             442,
             456,
             469,
             477,
             486,
             491,
             499,
             497,
             503,
             503,
             498,
             494,
             483,
             472,
             457,
             437,
             427,
             415,
             409,
             407,
             408,
             413,
             425,
             439,
             452,
             465,
             476,
             486,
             493,
             503,
             446,
             509,
             517,
             511,
             507,
             496,
             477,
             474,
             454,
             439,
             424,
             417,
             407,
             404,
             406,
             415,
             424,
             436,
             449,
             460,
             459,
             486,
             493,
             505,
             507,
             509,
             511,
             511,
             505,
             500,
             487,
             480,
             464,
             443,
             433,
             417,
             417,
             412,
             412,
             418,
             428,
             440,
             455,
             466,
             479,
             493,
             499,
             505,
             511,
             513,
             514,
             510,
             509,
             499,
             491,
             487,
             469,
             450,
             441,
             426,
             424,
             419,
             417,
             422,
             430,
             449,
             459,
             472,
             479,
             477,
             484,
             488,
             494,
             500,
             501,
             499,
             480,
             468,
             471,
             465,
             458,
             441,
             427,
             418,
             409,
             410,
             407,
             410,
             414,
             426,
             436,
             447,
             452,
             464,
             463,
             463,
             465,
             463,
             462,
             462,
             451,
             444,
             440,
             433,
             424,
             407,
             399,
             393,
             390,
             391,
             385,
             393,
             393,
             408,
             412,
             427,
             427,
             431,
             439,
             439,
             446,
             447,
             453,
             458,
             451,
             447,
             435,
             436,
             424,
             410,
             397,
             397,
             389,
             393,
             391,
             400,
             414,
             421,
             432,
             442,
             451,
             456,
             459,
             458,
             463,
             469,
             476,
             469,
             468,
             459,
             451,
             441,
             433,
             418,
             407,
             400,
             395,
             396,
             392,
             401,
             415,
             426,
             428,
             424,
             448,
             453,
             459,
             447,
             472,
             477,
             481,
             481,
             477,
             471,
             457,
             453,
             435,
             419,
             405,
             404,
             397,
             397,
             400,
             397,
             409,
             421,
             427,
             442,
             446,
             457,
             461,
             464,
             470,
             474,
             475,
             468,
             462,
             454,
             448,
             443,
             430,
             417,
             408,
             403,
             390,
             397,
             394,
             406,
             414,
             419,
             427,
             436,
             441,
             443,
             448,
             449,
             452,
             454,
             461,
             459,
             454,
             444,
             443,
             436,
             424,
             412,
             401,
             394,
             389,
             390,
             389,
             399,
             408,
             422,
             428,
             443,
             449,
             447,
             447,
             463,
             467,
             470,
             479,
             477,
             478,
             468,
             457,
             449,
             433,
             421,
             405,
             396,
             391,
             393,
             388,
             393,
             400,
             411,
             426,
             435,
             439,
             452,
             459,
             465,
             473,
             475,
             483,
             483,
             480,
             475,
             460,
             448,
             446,
             421,
             410,
             403,
             396,
             395,
             388,
             391,
             398,
             410,
             432,
             436,
             452,
             467,
             470,
             481,
             484,
             484,
             487,
             489,
             488,
             477,
             473,
             467,
             454,
             435,
             422,
             414,
             408,
             406,
             406,
             412,
             422,
             442,
             452,
             465,
             477,
             476,
             493,
             497,
             461,
             502,
             502,
             494,
             450,
             483,
             474,
             466,
             449,
             433,
             418,
             411,
             404,
             403,
             404,
             407,
             418,
             431,
             440,
             450,
             455,
             461,
             464,
             471,
             476,
             476,
             482,
             480,
             469,
             464,
             451,
             444,
             430,
             413,
             403,
             396,
             394,
             391,
             395,
             402,
             413,
             419,
             435,
             437,
             445,
             452,
             456,
             458,
             460,
             453,
             469,
             466,
             467,
             456,
             447,
             441,
             429,
             413,
             400,
             395,
             396,
             394,
             394,
             399,
             409,
             416,
             422,
             437,
             442,
             451,
             457,
             456,
             462,
             467,
             469,
             468,
             465,
             457,
             452,
             443,
             432,
             414,
             404,
             401,
             396,
             395,
             394,
             399,
             410,
             422,
             433,
             442,
             447,
             452,
             453,
             460,
             468,
             461,
             404,
             461,
             464,
             457,
             447,
             440,
             432,
             417,
             390,
             383,
             379,
             393,
             390,
             396,
             399,
             404,
             419,
             424,
             432,
             433,
             431,
             425,
             429,
             427,
             426,
             429,
             421,
             418,
             417,
             414,
             406,
             397,
             384,
             381,
             378,
             379,
             378,
             336,
             371,
             390,
             404,
             415,
             418,
             423,
             424,
             422,
             426,
             425,
             428,
             427,
             428,
             420,
             414,
             412,
             405,
             384,
             381,
             375,
             378,
             375,
             381,
             388,
             489,
             408,
             416,
             426,
             430,
             429,
             433,
             437,
             442,
             445,
             448,
             450,
             448,
             438,
             430,
             432,
             416,
             402,
             392,
             390,
             387,
             383,
             386,
             388,
             402,
             412,
             418,
             427,
             438,
             440,
             446,
             446,
             441,
             457,
             464,
             465,
             464,
             455,
             447,
             440,
             426,
             409,
             399,
             390,
             392,
             386,
             389,
             395,
             403,
             414,
             422,
             437,
             441,
             448,
             455,
             463,
             472,
             476,
             483,
             486,
             482,
             475
            ],
            "yaxis": "y2"
           },
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": false,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x3",
            "y": [
             1377,
             1379,
             1382,
             1095,
             735,
             486,
             485,
             487,
             488,
             490,
             489,
             506,
             549,
             666,
             923,
             1145,
             1165,
             1170,
             1167,
             1169,
             1173,
             1165,
             1174,
             1163,
             1159,
             1161,
             890,
             582,
             531,
             480,
             480,
             481,
             481,
             481,
             506,
             514,
             522,
             583,
             763,
             986,
             1212,
             1310,
             1349,
             1353,
             1355,
             1357,
             1342,
             1254,
             1244,
             1049,
             780,
             600,
             581,
             582,
             585,
             585,
             586,
             581,
             581,
             584,
             584,
             613,
             744,
             875,
             1015,
             1114,
             1135,
             1260,
             1341,
             1359,
             1361,
             1253,
             1076,
             909,
             869,
             698,
             684,
             674,
             675,
             674,
             674,
             672,
             670,
             668,
             669,
             667,
             611,
             558,
             351,
             371,
             491,
             721,
             743,
             750,
             750,
             667,
             638,
             649,
             665,
             606,
             604,
             639,
             644,
             650,
             647,
             648,
             644,
             615,
             608,
             607,
             607,
             609,
             774,
             982,
             1020,
             1090,
             1284,
             1317,
             1313,
             1314,
             1249,
             1008,
             692,
             653,
             608,
             669,
             672,
             670,
             671,
             671,
             671,
             669,
             670,
             853,
             1238,
             1348,
             1352,
             1356,
             1340,
             1358,
             1361,
             1362,
             1362,
             1363,
             1361,
             1355,
             1193,
             1046,
             863,
             691,
             674,
             680,
             677,
             680,
             686,
             695,
             704,
             852,
             1229,
             1337,
             1337,
             1342,
             1360,
             1375,
             1380,
             1370,
             1311,
             1280,
             1292,
             1123,
             789,
             640,
             601,
             514,
             509,
             502,
             509,
             511,
             512,
             514,
             515,
             517,
             756,
             976,
             971,
             973,
             975,
             972,
             971,
             973,
             976,
             976,
             976,
             951,
             697,
             528,
             491,
             454,
             432,
             430,
             431,
             432,
             431,
             428,
             431,
             430,
             480,
             482,
             709,
             924,
             981,
             984,
             984,
             987,
             988,
             955,
             877,
             657,
             596,
             513,
             463,
             413,
             435,
             439,
             440,
             439,
             440,
             441,
             485,
             512,
             544,
             645,
             861,
             989,
             990,
             990,
             992,
             994,
             991,
             900,
             801,
             644,
             641,
             550,
             493.5,
             437,
             438,
             441,
             441,
             440,
             447,
             450,
             448,
             442,
             449,
             487,
             604,
             784,
             907,
             914,
             915,
             914,
             914,
             824,
             752,
             582,
             582,
             450,
             444.5,
             439,
             439,
             439,
             440,
             440,
             438,
             438,
             436,
             437,
             493,
             578,
             786,
             907,
             929,
             949,
             960,
             966,
             967,
             964,
             964,
             916,
             691,
             460,
             488.5,
             517,
             587,
             654,
             677,
             669,
             670,
             679,
             803,
             1133,
             1392,
             1449,
             1476,
             1472,
             1479,
             1479,
             1478,
             1481,
             1482,
             1483,
             1479,
             1487,
             1445,
             1182,
             807,
             743,
             700,
             691,
             691,
             692,
             688,
             709,
             752,
             825,
             920,
             977,
             999,
             1013,
             1037,
             1038,
             1054,
             1098,
             1155,
             1167,
             1158,
             1152,
             939,
             720,
             673,
             736,
             747,
             753,
             753,
             752,
             763,
             776,
             789,
             992,
             1239,
             1292,
             1345,
             1398,
             1401,
             1512,
             1561,
             1597,
             1613,
             1631,
             1644,
             1545,
             1059,
             934,
             861,
             843,
             814,
             813,
             810,
             819,
             817,
             830,
             842,
             876,
             1237,
             1634,
             1678,
             1689,
             1687,
             1688,
             1689,
             1694,
             1696,
             1695,
             1431,
             1217,
             1015,
             861,
             791,
             757,
             756,
             758,
             759,
             761,
             763,
             764,
             794,
             1094,
             1322,
             1721,
             1793,
             1691,
             1695,
             1697,
             1743,
             1826,
             1875,
             1866,
             1813,
             1535,
             1282,
             988,
             849,
             843,
             831,
             834,
             836,
             836,
             834,
             835,
             982,
             1499,
             1684,
             1695,
             1699,
             1700,
             1700,
             1699,
             1702,
             1617,
             1612,
             1617,
             1613,
             1612,
             1602,
             1410,
             926,
             771,
             771,
             771,
             773,
             771,
             772,
             774,
             962,
             1496,
             1535,
             1613,
             1617,
             1613,
             1623,
             1623,
             1621,
             1623,
             1625,
             1625,
             1628,
             1628,
             1615,
             1531,
             1148,
             765,
             758,
             759,
             758,
             760,
             838,
             1087,
             1500,
             1608,
             1613,
             1632,
             1635,
             1632,
             1629,
             1631,
             1633,
             1634,
             1639,
             1639,
             1643,
             1644,
             1639,
             1328,
             865,
             809,
             799,
             802,
             804,
             810,
             850,
             988,
             1432,
             1654,
             1651,
             1660,
             1662,
             1672,
             1688,
             1709,
             1718,
             1720,
             1711,
             1709,
             1696,
             1693,
             1449,
             1070,
             830,
             831,
             840,
             839,
             839,
             842,
             843,
             852,
             998,
             1332,
             1537,
             1624,
             1634,
             1633,
             1629,
             1630,
             1633,
             1639,
             1644,
             1646,
             1648,
             1646,
             1377,
             964,
             815,
             815,
             769,
             774,
             773,
             772,
             774,
             774,
             779,
             869,
             1123,
             1457,
             1514,
             1523,
             1540,
             1548,
             1549,
             1549,
             1601,
             1635,
             1636,
             1635,
             1635,
             1305,
             886,
             734,
             612,
             603,
             603,
             606,
             609,
             606,
             610,
             795,
             1201,
             1327,
             1349,
             1361,
             1355,
             1363,
             1366,
             1365,
             1359,
             1356,
             1355,
             1333,
             1302,
             1103,
             779,
             619,
             608,
             609,
             610,
             599,
             596,
             596,
             596,
             605,
             823,
             1228,
             1339,
             1352,
             1348,
             1350,
             1352,
             1352,
             1352,
             1349,
             1349,
             1352,
             1337,
             1159,
             602,
             604,
             602,
             602,
             604,
             602,
             607,
             609,
             619,
             938,
             1289,
             1335,
             1340,
             1342,
             1346,
             1350,
             1348,
             1346,
             1346,
             1344,
             1339,
             1337,
             1059,
             722,
             632,
             707,
             716,
             719,
             721,
             725,
             714,
             829,
             1075,
             1149,
             1200,
             1250,
             1298,
             1306,
             1317,
             1320,
             1315,
             1312,
             1309,
             1307,
             1310,
             1307,
             1312,
             1087,
             720,
             571,
             575,
             572,
             571,
             580,
             606,
             756,
             1146,
             1109,
             1036,
             1162,
             1200,
             1110,
             1106,
             1108,
             1110,
             1111,
             1115,
             1104,
             1040,
             1045,
             931,
             880,
             819,
             625,
             608,
             614,
             611,
             615,
             619,
             781,
             1144,
             1215,
             1225,
             1230,
             1234,
             1233,
             1232,
             1240,
             1249,
             1191,
             1226,
             1241,
             1241,
             1233,
             1226,
             1074
            ],
            "yaxis": "y3"
           },
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": false,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x4",
            "y": [
             2713,
             2699,
             2634,
             2615,
             2612,
             2609,
             2640,
             2507,
             2360,
             2200,
             2184,
             2179,
             2173,
             2174,
             2119,
             2291,
             2326,
             2487,
             2542,
             2639,
             2573,
             2729,
             2698,
             2646,
             2594,
             2587,
             2663,
             2624,
             2559,
             2556,
             2391,
             2116,
             2078,
             2082,
             1985,
             1997,
             1992,
             2005,
             2011,
             2074,
             2117,
             2217,
             2390,
             2330,
             2353,
             2480,
             2443,
             2358,
             2341,
             2347,
             2376,
             2366,
             2189,
             2162,
             2262,
             2142,
             1912,
             1997,
             2082,
             2073,
             2130,
             2140,
             2177,
             2217,
             2270,
             2630,
             2675,
             2606,
             2582,
             2605,
             2528,
             2530,
             2544,
             2650,
             2681,
             2570,
             2653,
             2585,
             2729,
             2743,
             2507,
             2470,
             2444,
             2388,
             2338,
             2336,
             2499,
             2400,
             2507,
             2510,
             2716,
             2690,
             2629,
             2640,
             2647,
             2675,
             2702,
             2688,
             2673,
             2537,
             2566,
             2503,
             2656,
             2658,
             2450,
             2289,
             2150,
             2079,
             1993,
             1850,
             1562,
             1533,
             1617,
             1801,
             1978,
             2177,
             2193,
             2224,
             2391,
             2464,
             2519,
             2468,
             2511,
             2525,
             2546,
             2441,
             2413,
             2333,
             2110,
             2112,
             2089,
             2106,
             2108,
             2121,
             2091,
             2172,
             2274,
             2464,
             2598,
             2643,
             2566,
             2613,
             2554,
             2655,
             2714,
             2701,
             2778,
             2778,
             2723,
             2707,
             2916,
             2817,
             2516,
             2432,
             2444,
             2405,
             2483,
             2533,
             2278,
             2301,
             2307,
             2391,
             2436,
             2629,
             2601,
             2689,
             2512,
             2207,
             2249,
             2280,
             2261,
             2236,
             2294,
             2154,
             2293,
             2315,
             2180,
             2172,
             2043,
             1993,
             2032,
             2068,
             2119,
             2137,
             2094,
             2251,
             2403,
             2388,
             2392,
             2520,
             2620,
             2581,
             2524,
             2578,
             2536,
             2506,
             2496,
             2525,
             2528,
             2256,
             2098,
             2116,
             2127,
             2087,
             2117,
             2116,
             2193,
             2256,
             2286,
             2370,
             2364,
             2373,
             2259,
             2424,
             2540,
             2477,
             2425,
             2486,
             2494,
             2507,
             2549,
             2534,
             2585,
             2515,
             2444,
             2376,
             2461,
             2335,
             2319,
             2556,
             2647,
             2618,
             2535,
             2619,
             2626,
             2662,
             2720,
             2713,
             2685,
             2675,
             2735,
             2581,
             2507,
             2507,
             2644,
             2602,
             2656,
             2440,
             2480,
             2386,
             2309,
             2277,
             2267,
             2263,
             2013,
             1957,
             1997,
             2298,
             2430,
             2444,
             2314,
             2415,
             2435,
             2514,
             2586,
             2633,
             2800,
             2776,
             2787,
             2854,
             2927,
             2596,
             2345,
             2265,
             2240,
             2225,
             2145,
             2052,
             1962,
             1952,
             2023,
             2218,
             2091,
             2089,
             2082,
             2171,
             2233,
             2334,
             2331,
             2431,
             2607,
             2444,
             2476,
             2504,
             2503,
             2326,
             2321,
             2181,
             2242,
             2230,
             2280,
             2242,
             2143,
             2224,
             2313,
             2274,
             2271,
             2457,
             2780,
             2761,
             2642,
             2576,
             2416,
             2503,
             2605,
             2417,
             2251,
             2070,
             2223,
             2175,
             2157,
             2144,
             2146,
             2140,
             2215,
             2236,
             2193,
             2230,
             2399,
             2369,
             2341,
             2342,
             2467,
             2426,
             2489,
             2558,
             2496,
             2475,
             2489,
             2511,
             2354,
             2356,
             2465,
             2424,
             1974,
             1912,
             1993,
             2203,
             2231,
             2188,
             2137,
             2159,
             2455,
             2486,
             2535,
             2580,
             2605,
             2657,
             2707,
             2750,
             2777,
             2876,
             2775,
             2617,
             2659,
             2706,
             2480,
             2200,
             2289,
             2390,
             2368,
             2385,
             2382,
             2315,
             2358,
             2390,
             2586,
             2697,
             2670,
             2614,
             2601,
             2558,
             2626,
             2770,
             2847,
             2745,
             2703,
             2541,
             2405,
             2386,
             2328,
             2013,
             2002,
             2017,
             2043,
             2093,
             2097,
             2059,
             2025,
             2044,
             2136,
             2176,
             2188,
             2180,
             2369,
             2422,
             2468,
             2560,
             2473,
             2514,
             2476,
             2580,
             2591,
             2574,
             2436,
             2121,
             2057,
             1949,
             1948,
             1954,
             1965,
             1896,
             1853,
             1828,
             2001,
             2084,
             2238,
             2049,
             2166,
             2220,
             2243,
             2351,
             2316,
             2260,
             2257,
             2318,
             2330,
             2425,
             2280,
             2034,
             1943,
             1953,
             1787,
             1734,
             1737,
             1767,
             1796,
             1822,
             2012,
             2124,
             2121,
             2161,
             2174,
             2268,
             2403,
             2451,
             2416,
             2389,
             2447,
             2457,
             2627,
             2700,
             2845,
             2581,
             2394,
             2359,
             2364,
             2348,
             2387,
             2369,
             2378,
             2575,
             2668,
             2667,
             2679,
             2681,
             2781,
             2958,
             2992,
             2987,
             2878,
             2771,
             2732,
             2801,
             2645,
             2644,
             2449,
             2467,
             2413,
             2365,
             2334,
             2353,
             2408,
             2316,
             2381,
             2487,
             2539,
             2632,
             2605,
             2576,
             2639,
             2790,
             2812,
             2761,
             2733,
             2761,
             2764,
             2782,
             2825,
             2890,
             2785,
             2623,
             2558,
             2516,
             2413,
             2363,
             2382,
             2264,
             2207,
             2259,
             2248,
             2211,
             2144,
             2110,
             2155,
             2331,
             2373,
             2422,
             2473,
             2504,
             2512,
             2589,
             2577,
             2572,
             2533,
             2483,
             2488,
             2442,
             2410,
             2447,
             2480,
             2389,
             2353,
             2402,
             2279,
             2159,
             2072,
             2191,
             2375,
             2523,
             2786,
             2819,
             2835,
             2817,
             2788,
             2821,
             2779,
             2681,
             2467,
             2449,
             2488,
             2428,
             2346,
             2267,
             2272,
             2210,
             2192,
             2301,
             2337,
             2407,
             2361,
             2318,
             2385,
             2616,
             2744,
             2819,
             2850,
             2784,
             2706,
             2639,
             2529,
             2600,
             2409,
             2460,
             2418,
             2315,
             2195,
             2143,
             2055,
             2087,
             2165,
             2030,
             2066,
             2322,
             2477,
             2625,
             2526,
             2751,
             2839,
             2835,
             2826,
             2790,
             2857,
             2823,
             2632,
             2601,
             2482,
             2366,
             2291,
             2146,
             2153,
             2149,
             2180,
             2304,
             2240,
             1960,
             2083,
             2240,
             2262,
             2502,
             2608,
             2822,
             2900,
             2880,
             2796,
             2688,
             2698,
             2687,
             2519,
             2465,
             2255,
             2185,
             2218,
             2306,
             2245,
             2266,
             2287,
             2174,
             2119,
             2246,
             2137,
             1934,
             1894,
             2071,
             2205,
             2230,
             2466,
             2574,
             2526,
             2624,
             2575,
             2626,
             2471,
             2400,
             2214,
             2089,
             2097,
             1994,
             2006,
             2016,
             2124,
             2051,
             1933,
             2036,
             2048,
             2237,
             2182,
             2185,
             2223,
             2313,
             2252,
             2304,
             2385,
             2383,
             2352,
             2329,
             2367,
             2317,
             2288,
             2152,
             2135,
             2057,
             1911,
             2009,
             2022,
             2014,
             2022,
             2108,
             2300,
             2312,
             2249,
             2288,
             2270,
             2338,
             2425,
             2388,
             2333,
             2351,
             2090,
             2191
            ],
            "yaxis": "y4"
           },
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": false,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x5",
            "y": [
             2417,
             2383,
             2233,
             1962,
             2013,
             1913,
             1748,
             1647,
             1624,
             1480,
             1252,
             1279,
             1297,
             1468,
             1492,
             1485,
             1646,
             1649,
             1971,
             2107,
             2064,
             2256,
             2174,
             2296,
             2177,
             2161,
             2151,
             2193,
             2205,
             2309,
             2359,
             2272,
             2057,
             1854,
             1685,
             1617,
             1587,
             1699,
             1657,
             1814,
             1985,
             2052,
             2322,
             2385,
             2368,
             2472,
             2411,
             2410,
             2439,
             2300,
             2280,
             2178,
             2211,
             2209,
             2044,
             1807,
             1669,
             1557,
             1364,
             1328,
             1324,
             1296,
             1160,
             1535,
             1891,
             1964,
             2050,
             2086,
             2058,
             2261,
             2340,
             2436,
             2491,
             2288,
             2081,
             1925,
             2002,
             1823,
             1818,
             1558,
             1270,
             1175,
             1067,
             965,
             1079,
             968,
             1064,
             1143,
             1548,
             1624,
             1770,
             2007,
             2134,
             2033,
             2133,
             2225,
             2091,
             2093,
             1936,
             1828,
             1930,
             1840,
             1716,
             1576,
             1370,
             1129,
             1273,
             1212,
             1143,
             1176,
             1197,
             1327,
             1613,
             1626,
             1892,
             2218,
             2295,
             2344,
             2342,
             2250,
             2358,
             2396,
             2403,
             2342,
             2235,
             2214,
             2171,
             1844,
             1572,
             1398,
             1358,
             1336,
             1490,
             1678,
             1589,
             1794,
             1993,
             2083,
             2278,
             2220,
             1994,
             2193,
             2190,
             2207,
             2142,
             2303,
             2242,
             2022,
             2122,
             1943,
             1896,
             1900,
             1741,
             1378,
             1224,
             1114,
             1122,
             1229,
             1179,
             1450,
             1616,
             1704,
             2039,
             2241,
             2161,
             2137,
             2269,
             2221,
             2261,
             2231,
             2181,
             2105,
             2018,
             1988,
             1921,
             1849,
             1591,
             1560,
             1470,
             1450,
             1423,
             1669,
             1638,
             1841,
             1813,
             1960,
             2131,
             2194,
             2180,
             2264,
             2151,
             2225,
             2328,
             2413,
             2322,
             2147,
             2143,
             2100,
             2147,
             1755,
             1718,
             1495,
             1520,
             1554,
             1527,
             1624,
             1554,
             1772,
             1964,
             1967,
             2032,
             2184,
             2045,
             2210,
             2275,
             2294,
             2318,
             2353,
             2275,
             2115,
             1857,
             1935,
             1958,
             1705,
             1704,
             1746,
             1450,
             1328,
             1286,
             1196,
             1199,
             1422,
             1567,
             1616,
             1596,
             1803,
             1942,
             2095,
             2054,
             1939,
             1797,
             1739,
             1619,
             1608,
             1472,
             1557,
             1627,
             1583,
             1372,
             1351,
             1238,
             1101,
             1080,
             1211,
             1116,
             1263,
             1424,
             1522,
             1552,
             1695,
             1710,
             1642,
             1657,
             1593,
             1592,
             1550,
             1489,
             1529,
             1141,
             1268,
             1288,
             1270,
             1279,
             1176,
             1092,
             1041,
             1113,
             1175,
             1126,
             1353,
             1682,
             1811,
             1957,
             2144,
             2051,
             2140,
             2073,
             2023,
             1979,
             2000,
             2112,
             2050,
             1927,
             2061,
             1893,
             1673,
             1389,
             1224,
             1289,
             1064,
             1190,
             1282,
             1376,
             1641,
             1973,
             2027,
             2089,
             2058,
             2098,
             2106,
             2310,
             2464,
             2387,
             2378,
             2042,
             2071,
             2086,
             2046,
             1850,
             1668,
             1635,
             1483,
             1434,
             1239,
             1247,
             1557,
             1553,
             1606,
             1794,
             2120,
             1984,
             2063,
             2202,
             2180,
             2209,
             2327,
             2274,
             2316,
             2120,
             2209,
             1906,
             2024,
             1812,
             1615,
             1477,
             1388,
             1258,
             1205,
             1196,
             1372,
             1306,
             1552,
             1708,
             1737,
             1804,
             1897,
             1910,
             1996,
             1998,
             1882,
             1934,
             2005,
             1869,
             1869,
             1675,
             1670,
             1376,
             954,
             753,
             667,
             634,
             837,
             754,
             935,
             975,
             1269,
             1235,
             1455,
             1455,
             1618,
             1781,
             1828,
             1923,
             1878,
             1959,
             1966,
             1894,
             1744,
             1740,
             1681,
             1476,
             1291,
             977,
             1040,
             1065,
             1018,
             1085,
             1258,
             1143,
             1355,
             1418,
             1474,
             1656,
             1837,
             1808,
             2009,
             2075,
             2093,
             2214,
             2356,
             2227,
             2220,
             2125,
             1920,
             2025,
             1723,
             1372,
             1304,
             1167,
             1001,
             977,
             952,
             971,
             1242,
             1452,
             1490,
             1701,
             1981,
             1911,
             2070,
             2107,
             2117,
             2214,
             2244,
             2132,
             2110,
             2113,
             2185,
             2022,
             1836,
             1777,
             1665,
             1483,
             1360,
             1363,
             1325,
             1252,
             1448,
             1522,
             1694,
             1920,
             1995,
             2036,
             2192,
             2353,
             2433,
             2445,
             2475,
             2330,
             2166,
             2216,
             1973,
             1749,
             1562,
             1391,
             1104,
             1080,
             1160,
             1203,
             1421,
             1393,
             1508,
             1629,
             1601,
             1635,
             1722,
             1784,
             1811,
             1886,
             1985,
             1969,
             2211,
             2264,
             2216,
             2121,
             1774,
             1871,
             1549,
             1264,
             1090,
             967,
             961,
             1039,
             1171,
             1282,
             1611,
             1654,
             1666,
             1650,
             1705,
             1685,
             1788,
             1812,
             1806,
             1723,
             1696,
             1585,
             1684,
             1517,
             1473,
             1227,
             1113,
             1075,
             1026,
             958,
             929,
             958,
             1114,
             1314,
             1486,
             1654,
             1732,
             1784,
             1920,
             1899,
             2065,
             2002,
             2019,
             2023,
             2044,
             1841,
             1687,
             1626,
             1651,
             1370,
             1298,
             1160,
             1000,
             915,
             877,
             900,
             1149,
             1188,
             1385,
             1473,
             1542,
             1472,
             1579,
             1878,
             2129,
             2060,
             1968,
             2056,
             2012,
             1988,
             1848,
             1797,
             1973,
             1550,
             1408,
             1184,
             1069,
             938,
             884,
             987,
             1247,
             1085,
             1341,
             1507,
             1733,
             1754,
             1615,
             1673,
             1710,
             1761,
             1961,
             1965,
             1909,
             1949,
             1908,
             1821,
             1658,
             1561,
             1506,
             1224,
             1119,
             1254,
             1298,
             1274,
             1254,
             1003,
             1129,
             1385,
             1524,
             1613,
             1717,
             1614,
             1546,
             1499,
             1381,
             1516,
             1538,
             1481,
             1526,
             1371,
             1588,
             1677,
             1292,
             1281,
             1188,
             1053,
             938,
             1005,
             1056,
             841,
             1014,
             1289,
             1227,
             1441,
             1435,
             1493,
             1518,
             1443,
             1560,
             1692,
             1711,
             1650,
             1473,
             1336,
             1437,
             1425,
             1276,
             1326,
             1133,
             1101,
             1132,
             1105,
             1196,
             1413,
             1613,
             1901,
             1961,
             2022,
             2089,
             1955,
             1965,
             1968,
             1869,
             1680,
             1772,
             1776,
             1641,
             1540,
             1603,
             1513,
             1440,
             1275,
             1200,
             1139,
             1217,
             1237,
             1301,
             1564,
             1717,
             1854,
             1855,
             1985,
             2173,
             2085,
             2186,
             2307,
             2290,
             2383,
             2424,
             2419,
             2348,
             2443,
             2330,
             2174,
             2141,
             1756,
             1651,
             1564,
             1514,
             1505,
             1695,
             1739,
             1966,
             2133,
             2284,
             2430,
             2470,
             2354,
             2540,
             2524,
             2530,
             2501,
             2538,
             2540,
             2509
            ],
            "yaxis": "y5"
           },
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": false,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x6",
            "y": [
             105123,
             102415,
             100609,
             95599,
             89216,
             83944,
             80091,
             77994,
             76820,
             76268,
             79049,
             82202,
             85000,
             88002,
             90996,
             95479,
             98933,
             102025,
             105373,
             107497,
             108858,
             110553,
             110206,
             108167,
             104340,
             100959,
             99746,
             95179,
             89613,
             82864,
             79139,
             76375,
             75557,
             75423,
             76847,
             79578,
             82349,
             86403,
             90079,
             93685,
             95847,
             97633,
             99145,
             99420,
             99526,
             98845,
             98491,
             96738,
             93718,
             91410,
             90806,
             86594,
             81458,
             76980,
             75107,
             72794,
             71093,
             70670,
             70659,
             71115,
             72074,
             75711,
             80631,
             83567,
             86706,
             89772,
             91820,
             94001,
             95807,
             96683,
             96405,
             93776,
             90747,
             89203,
             88730,
             85176,
             81130,
             76331,
             73573,
             72813,
             72179,
             70356,
             70223,
             69499,
             70178,
             73431,
             78020,
             81731,
             85787,
             88629,
             90555,
             91498,
             92865,
             93819,
             93797,
             92062,
             88787,
             85975,
             84739,
             81749,
             79026,
             73342,
             71002,
             69028,
             68959,
             69222,
             68482,
             67372,
             67693,
             71439,
             77124,
             81906,
             87060,
             91669,
             95102,
             98243,
             100541,
             103058,
             104148,
             103370,
             100935,
             99232,
             99048,
             95800,
             89946,
             83435,
             80046,
             77850,
             76904,
             76813,
             78803,
             82287,
             86822,
             92689,
             98279,
             104080,
             109128,
             114366,
             117879,
             120508,
             121373,
             122531,
             122448,
             120976,
             116611,
             113141,
             111977,
             106477,
             99324,
             92711,
             87509,
             84819,
             82711,
             82694,
             84695,
             88812,
             93932,
             99037,
             103793,
             108894,
             114101,
             118325,
             121355,
             122864,
             123665,
             123328,
             122697,
             120583,
             116219,
             112962,
             110349,
             104373,
             98100,
             89830,
             87368,
             84989,
             83206,
             83745,
             86291,
             91053,
             95322,
             98206,
             100955,
             104993,
             109158,
             112477,
             115657,
             116504,
             117596,
             118138,
             117820,
             115680,
             112054,
             109036,
             107357,
             102033,
             96201,
             91982,
             88137,
             84851,
             82821,
             82397,
             84321,
             87656,
             91218,
             94770,
             99187,
             103461,
             106808,
             109492,
             111758,
             114500,
             115389,
             116433,
             115996,
             113101,
             108209,
             104221,
             102565,
             97993,
             92870,
             86878,
             82696,
             80312,
             78099,
             76698,
             76591,
             77127,
             79229,
             84246,
             88346,
             93903,
             97569,
             100869,
             103196,
             105401,
             107228,
             108685,
             108668,
             107004,
             103761,
             100216,
             99425,
             95070,
             91020,
             84538,
             80172,
             76981,
             75193,
             74399,
             73976,
             73776,
             75106,
             78705,
             83776,
             89101,
             94138,
             99054,
             102611,
             105450,
             107915,
             109793,
             111269,
             110632,
             107823,
             105402,
             104793,
             100292,
             93464,
             87649,
             84936,
             82338,
             80606,
             80500,
             82434,
             86750,
             91296,
             96696,
             101265,
             106752,
             112475,
             117186,
             120221,
             120855,
             122749,
             123408,
             123810,
             122134,
             118327,
             114987,
             112438,
             106354,
             98283,
             91599,
             87861,
             85202,
             84077,
             83757,
             86915,
             91683,
             95727,
             100600,
             104832,
             110231,
             113661,
             117892,
             120894,
             122136,
             123229,
             123950,
             124387,
             121503,
             117776,
             114070,
             111105,
             104975,
             97956,
             92108,
             87347,
             83985,
             81399,
             81350,
             84442,
             88840,
             93242,
             96071,
             98627,
             101894,
             104538,
             106470,
             109106,
             110811,
             112856,
             113861,
             113628,
             110309,
             105882,
             102213,
             100746,
             95402,
             89302,
             82906,
             79254,
             76387,
             75311,
             74936,
             76966,
             80886,
             84309,
             87031,
             90556,
             93387,
             96574,
             99913,
             103066,
             105976,
             108414,
             110233,
             111404,
             110283,
             106530,
             102975,
             101859,
             97205,
             90812,
             84868,
             80511,
             78875,
             78027,
             77581,
             80706,
             84475,
             88458,
             92453,
             97063,
             102733,
             107061,
             111583,
             115403,
             118297,
             119887,
             121673,
             121701,
             118832,
             114741,
             111622,
             109574,
             104218,
             98031,
             92119,
             90512,
             87578,
             84372,
             82876,
             82212,
             83170,
             85301,
             92275,
             97914,
             103044,
             108240,
             112197,
             115826,
             119480,
             123075,
             124753,
             125126,
             123779,
             119677,
             115586,
             112630,
             107596,
             101386,
             96118,
             91982,
             87959,
             85241,
             83281,
             82117,
             81686,
             84680,
             91528,
             98804,
             107164,
             114823,
             119955,
             122990,
             125686,
             127985,
             129600,
             129280,
             128465,
             125068,
             121404,
             118666,
             112256,
             105068,
             100398,
             95369,
             92242,
             89860,
             89601,
             92596,
             96609,
             101269,
             106307,
             112062,
             118657,
             124114,
             129055,
             133359,
             136445,
             137225,
             137575,
             136405,
             134594,
             131021,
             127495,
             124245,
             116727,
             109037,
             102938,
             97867,
             94112,
             91172,
             90569,
             93256,
             97517,
             100603,
             103919,
             108972,
             113598,
             117055,
             119661,
             121536,
             123920,
             125457,
             126529,
             126440,
             124632,
             120094,
             115042,
             111496,
             104795,
             97170,
             91551,
             86354,
             82503,
             80085,
             79769,
             81172,
             85074,
             88923,
             93087,
             97192,
             101249,
             105419,
             108877,
             111680,
             114614,
             116711,
             118361,
             118194,
             115904,
             110404,
             106249,
             103640,
             97734,
             91008,
             84810,
             81080,
             78458,
             77062,
             77206,
             79555,
             83650,
             87351,
             91561,
             95887,
             100598,
             105307,
             108255,
             112023,
             114079,
             116410,
             118052,
             118239,
             116644,
             112220,
             107518,
             104583,
             98922,
             92709,
             86894,
             83115,
             80467,
             78057,
             78236,
             80260,
             83982,
             88008,
             93024,
             97208,
             102893,
             107054,
             110841,
             113861,
             117077,
             119929,
             121207,
             121163,
             119372,
             114427,
             109407,
             105975,
             100007,
             94702,
             89133,
             83841,
             81146,
             78166,
             76558,
             76210,
             76254,
             79035,
             84450,
             90161,
             96827,
             103590,
             108659,
             111872,
             114449,
             116370,
             118025,
             118023,
             116598,
             112514,
             108059,
             106093,
             101645,
             95687,
             89409,
             85388,
             82213,
             79407,
             77529,
             77256,
             76572,
             76396,
             81331,
             88512,
             95439,
             102135,
             106989,
             110788,
             113133,
             115494,
             116836,
             117045,
             115772,
             112530,
             110718,
             109105,
             103726,
             99167,
             92912,
             88563,
             85846,
             84307,
             84788,
             87389,
             89703,
             92792,
             98864,
             104881,
             111326,
             116536,
             121618,
             126736,
             129865,
             131381,
             132113,
             132963,
             130971,
             126113,
             122503,
             119394,
             112270,
             105923,
             100105,
             93842,
             89644,
             86893,
             86835,
             89025,
             92361,
             97064,
             103800,
             109617,
             118221,
             124156,
             129472,
             134319,
             137370,
             139626,
             140466,
             139672,
             137612,
             132006,
             128483,
             125038,
             117874,
             110559,
             103812,
             97495,
             93254,
             90134,
             89576,
             91971,
             97057,
             101808,
             107015,
             112019,
             119992,
             126558,
             131849,
             135540,
             138125,
             139471,
             139121,
             138811,
             137458,
             132881,
             129409,
             125602,
             117626,
             111111,
             103819,
             98138,
             94781,
             91861,
             91354,
             94048,
             98832,
             101165,
             106597,
             111545,
             116998,
             121800,
             125514,
             129165,
             130041,
             129791,
             129778,
             130364,
             128610,
             124362,
             119800,
             116442,
             109609
            ],
            "yaxis": "y6"
           },
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": false,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x7",
            "y": [
             2127,
             1920,
             1749,
             1630,
             1593,
             1332,
             1246,
             1251,
             1090,
             1027,
             1043,
             1120,
             1128,
             1170,
             1226,
             1291,
             1469,
             1619,
             1849,
             2111,
             2134,
             2258,
             2296,
             2345,
             2354,
             2375,
             2504,
             2440,
             2340,
             2074,
             2073,
             1943,
             1788,
             1741,
             1679,
             1639,
             1682,
             1663,
             1621,
             1676,
             1858,
             2115,
             2304,
             2448,
             2548,
             2573,
             2604,
             2540,
             2462,
             2047,
             1890,
             1915,
             1934,
             1834,
             1768,
             1651,
             1445,
             1395,
             1375,
             1336,
             1498,
             1519,
             1535,
             1527,
             1645,
             1787,
             1844,
             1952,
             1985,
             1998,
             2080,
             2088,
             2107,
             2126,
             1945,
             1898,
             1988,
             1851,
             1818,
             1797,
             1581,
             1436,
             1441,
             1425,
             1399,
             1348,
             1370,
             1424,
             1501,
             1623,
             1772,
             2010,
             2031,
             2024,
             2094,
             2044,
             2018,
             1962,
             1860,
             1912,
             1894,
             1840,
             1774,
             1713,
             1709,
             1587,
             1584,
             1595,
             1594,
             1580,
             1625,
             1660,
             1759,
             1938,
             2125,
             2231,
             2217,
             2164,
             2200,
             2106,
             2070,
             2040,
             2075,
             2097,
             2240,
             2071,
             1963,
             1905,
             1802,
             1671,
             1626,
             1638,
             1646,
             1555,
             1495,
             1510,
             1614,
             1825,
             1988,
             2165,
             2307,
             2399,
             2448,
             2434,
             2396,
             2340,
             2114,
             2090,
             2086,
             1830,
             1677,
             1576,
             1487,
             1344,
             1285,
             1225,
             1222,
             1213,
             1207,
             1263,
             1524,
             1669,
             1796,
             1855,
             1901,
             1900,
             1966,
             1968,
             1972,
             1966,
             1894,
             1964,
             2003,
             1771,
             1632,
             1457,
             1274,
             1089,
             1059,
             1106,
             1184,
             1201,
             1230,
             1300,
             1448,
             1705,
             1889,
             1878,
             1936,
             1965,
             1915,
             1913,
             1945,
             1976,
             1859,
             1830,
             1875,
             1779,
             1581,
             1379,
             1311,
             1192,
             1162,
             1155,
             1178,
             1098,
             1144,
             1203,
             1396,
             1414,
             1579,
             1596,
             1616,
             1664,
             1703,
             1672,
             1696,
             1671,
             1638,
             1690,
             1586,
             1489,
             1386,
             1294,
             1191,
             1113,
             1136,
             1146,
             1155,
             1170,
             1161,
             1161,
             1277,
             1453,
             1739,
             1760,
             1723,
             1809,
             1863,
             1815,
             1737,
             1634,
             1425,
             1437,
             1466,
             1377,
             1303,
             1192,
             1104,
             1050,
             1064,
             1002,
             1001,
             993,
             979,
             1090,
             1281,
             1405,
             1622,
             1687,
             1723,
             1756,
             1710,
             1642,
             1618,
             1635,
             1620,
             1447,
             1652,
             1596,
             1534,
             1423,
             1265,
             1051,
             1080,
             1073,
             1066,
             1124,
             1163,
             1192,
             1392,
             1592,
             1848,
             1952,
             1979,
             1963,
             1866,
             1821,
             1681,
             1617,
             1530,
             1509,
             1562,
             1520,
             1429,
             1299,
             1151,
             947,
             930,
             973,
             984,
             1050,
             1093,
             1208,
             1329,
             1556,
             1723,
             1811,
             1850,
             1990,
             2100,
             2091,
             2068,
             1978,
             1857,
             1842,
             1795,
             1630,
             1577,
             1456,
             1124,
             1116,
             975,
             923,
             969,
             1029,
             1138,
             1232,
             1322,
             1495,
             1659,
             1802,
             1934,
             1978,
             1979,
             2072,
             1984,
             1816,
             1658,
             1704,
             1725,
             1628,
             1505,
             1409,
             1326,
             1240,
             1256,
             1249,
             1237,
             1246,
             1218,
             1249,
             1397,
             1531,
             1685,
             1769,
             1891,
             2005,
             1942,
             1826,
             1848,
             1843,
             1768,
             1663,
             1722,
             1653,
             1730,
             1662,
             1661,
             1488,
             1475,
             1480,
             1468,
             1472,
             1438,
             1416,
             1623,
             1964,
             1926,
             2034,
             2113,
             2239,
             2252,
             2258,
             2261,
             2177,
             2112,
             2109,
             2083,
             1924,
             1835,
             1633,
             1385,
             1227,
             1293,
             1286,
             1313,
             1317,
             1280,
             1284,
             1506,
             1644,
             1790,
             1896,
             1997,
             2051,
             2048,
             2008,
             1971,
             2074,
             1957,
             1963,
             1956,
             1816,
             1627,
             1494,
             1459,
             1307,
             1259,
             1243,
             1265,
             1236,
             1188,
             1265,
             1342,
             1515,
             1794,
             1896,
             1943,
             2025,
             2035,
             2012,
             2016,
             1994,
             1875,
             1814,
             1845,
             1691,
             1723,
             1614,
             1555,
             1428,
             1412,
             1327,
             1288,
             1268,
             1249,
             1288,
             1387,
             1564,
             1709,
             1867,
             1877,
             1938,
             2000,
             1986,
             2061,
             2027,
             1949,
             1942,
             1950,
             1715,
             1614,
             1539,
             1434,
             1243,
             1255,
             1257,
             1273,
             1303,
             1322,
             1395,
             1514,
             1580,
             1462,
             1520,
             1711,
             1797,
             1945,
             2034,
             2064,
             1977,
             1931,
             1857,
             1780,
             1693,
             1646,
             1647,
             1609,
             1489,
             1500,
             1506,
             1525,
             1564,
             1511,
             1486,
             1775,
             1858,
             1980,
             2072,
             2199,
             2238,
             2406,
             2507,
             2528,
             2508,
             2447,
             2458,
             2351,
             2195,
             2141,
             2115,
             2027,
             1857,
             1869,
             1863,
             1884,
             1861,
             1851,
             1809,
             1893,
             2141,
             2265,
             2264,
             2332,
             2479,
             2583,
             2636,
             2638,
             2581,
             2511,
             2494,
             2467,
             2274,
             2262,
             2119,
             1988,
             1822,
             1791,
             1788,
             1891,
             1880,
             1811,
             1799,
             1902,
             2054,
             2183,
             2355,
             2501,
             2518,
             2644,
             2599,
             2499,
             2444,
             2473,
             2429,
             2364,
             2192,
             2122,
             2008,
             1891,
             1699,
             1660,
             1636,
             1597,
             1608,
             1554,
             1596,
             1712,
             1976,
             2153,
             2215,
             2386,
             2587,
             2671,
             2732,
             2726,
             2642,
             2501,
             2466,
             2554,
             2439,
             2309,
             2161,
             1809,
             1773,
             1787,
             1747,
             1719,
             1718,
             1670,
             1673,
             1811,
             1969,
             2041,
             2117,
             2178,
             2247,
             2260,
             2239,
             2146,
             1987,
             1877,
             1877,
             1865,
             1692,
             1697,
             1711,
             1509,
             1424,
             1347,
             1370,
             1374,
             1383,
             1323,
             1427,
             1530,
             1790,
             1821,
             1868,
             1990,
             2060,
             2194,
             2306,
             2354,
             2266,
             2152,
             2050,
             2032,
             1843,
             1821,
             1688,
             1676,
             1606,
             1537,
             1440,
             1477,
             1521,
             1550,
             1719,
             1805,
             2057,
             2153,
             2253,
             2386,
             2457,
             2451,
             2476,
             2443,
             2399,
             2333,
             2240,
             2179,
             2026,
             1797,
             1725,
             1695,
             1640,
             1635,
             1544,
             1610,
             1696,
             1645,
             1677,
             1821,
             2004,
             2073,
             2168,
             2350,
             2439,
             2539,
             2602,
             2495,
             2411,
             2343,
             2476,
             2488,
             2270,
             2157,
             2034,
             1917,
             1668,
             1641,
             1660,
             1655,
             1668,
             1663,
             1651,
             1761,
             1917,
             2087,
             2148,
             2246,
             2258,
             2261,
             2292,
             2276,
             2275,
             2264,
             2313
            ],
            "yaxis": "y7"
           },
           {
            "legendgroup": "y",
            "line": {
             "color": "#1f77b4",
             "width": 1
            },
            "mode": "lines",
            "name": "y",
            "showlegend": false,
            "type": "scatter",
            "x": [
             1,
             2,
             3,
             4,
             5,
             6,
             7,
             8,
             9,
             10,
             11,
             12,
             13,
             14,
             15,
             16,
             17,
             18,
             19,
             20,
             21,
             22,
             23,
             24,
             25,
             26,
             27,
             28,
             29,
             30,
             31,
             32,
             33,
             34,
             35,
             36,
             37,
             38,
             39,
             40,
             41,
             42,
             43,
             44,
             45,
             46,
             47,
             48,
             49,
             50,
             51,
             52,
             53,
             54,
             55,
             56,
             57,
             58,
             59,
             60,
             61,
             62,
             63,
             64,
             65,
             66,
             67,
             68,
             69,
             70,
             71,
             72,
             73,
             74,
             75,
             76,
             77,
             78,
             79,
             80,
             81,
             82,
             83,
             84,
             85,
             86,
             87,
             88,
             89,
             90,
             91,
             92,
             93,
             94,
             95,
             96,
             97,
             98,
             99,
             100,
             101,
             102,
             103,
             104,
             105,
             106,
             107,
             108,
             109,
             110,
             111,
             112,
             113,
             114,
             115,
             116,
             117,
             118,
             119,
             120,
             121,
             122,
             123,
             124,
             125,
             126,
             127,
             128,
             129,
             130,
             131,
             132,
             133,
             134,
             135,
             136,
             137,
             138,
             139,
             140,
             141,
             142,
             143,
             144,
             145,
             146,
             147,
             148,
             149,
             150,
             151,
             152,
             153,
             154,
             155,
             156,
             157,
             158,
             159,
             160,
             161,
             162,
             163,
             164,
             165,
             166,
             167,
             168,
             169,
             170,
             171,
             172,
             173,
             174,
             175,
             176,
             177,
             178,
             179,
             180,
             181,
             182,
             183,
             184,
             185,
             186,
             187,
             188,
             189,
             190,
             191,
             192,
             193,
             194,
             195,
             196,
             197,
             198,
             199,
             200,
             201,
             202,
             203,
             204,
             205,
             206,
             207,
             208,
             209,
             210,
             211,
             212,
             213,
             214,
             215,
             216,
             217,
             218,
             219,
             220,
             221,
             222,
             223,
             224,
             225,
             226,
             227,
             228,
             229,
             230,
             231,
             232,
             233,
             234,
             235,
             236,
             237,
             238,
             239,
             240,
             241,
             242,
             243,
             244,
             245,
             246,
             247,
             248,
             249,
             250,
             251,
             252,
             253,
             254,
             255,
             256,
             257,
             258,
             259,
             260,
             261,
             262,
             263,
             264,
             265,
             266,
             267,
             268,
             269,
             270,
             271,
             272,
             273,
             274,
             275,
             276,
             277,
             278,
             279,
             280,
             281,
             282,
             283,
             284,
             285,
             286,
             287,
             288,
             289,
             290,
             291,
             292,
             293,
             294,
             295,
             296,
             297,
             298,
             299,
             300,
             301,
             302,
             303,
             304,
             305,
             306,
             307,
             308,
             309,
             310,
             311,
             312,
             313,
             314,
             315,
             316,
             317,
             318,
             319,
             320,
             321,
             322,
             323,
             324,
             325,
             326,
             327,
             328,
             329,
             330,
             331,
             332,
             333,
             334,
             335,
             336,
             337,
             338,
             339,
             340,
             341,
             342,
             343,
             344,
             345,
             346,
             347,
             348,
             349,
             350,
             351,
             352,
             353,
             354,
             355,
             356,
             357,
             358,
             359,
             360,
             361,
             362,
             363,
             364,
             365,
             366,
             367,
             368,
             369,
             370,
             371,
             372,
             373,
             374,
             375,
             376,
             377,
             378,
             379,
             380,
             381,
             382,
             383,
             384,
             385,
             386,
             387,
             388,
             389,
             390,
             391,
             392,
             393,
             394,
             395,
             396,
             397,
             398,
             399,
             400,
             401,
             402,
             403,
             404,
             405,
             406,
             407,
             408,
             409,
             410,
             411,
             412,
             413,
             414,
             415,
             416,
             417,
             418,
             419,
             420,
             421,
             422,
             423,
             424,
             425,
             426,
             427,
             428,
             429,
             430,
             431,
             432,
             433,
             434,
             435,
             436,
             437,
             438,
             439,
             440,
             441,
             442,
             443,
             444,
             445,
             446,
             447,
             448,
             449,
             450,
             451,
             452,
             453,
             454,
             455,
             456,
             457,
             458,
             459,
             460,
             461,
             462,
             463,
             464,
             465,
             466,
             467,
             468,
             469,
             470,
             471,
             472,
             473,
             474,
             475,
             476,
             477,
             478,
             479,
             480,
             481,
             482,
             483,
             484,
             485,
             486,
             487,
             488,
             489,
             490,
             491,
             492,
             493,
             494,
             495,
             496,
             497,
             498,
             499,
             500,
             501,
             502,
             503,
             504,
             505,
             506,
             507,
             508,
             509,
             510,
             511,
             512,
             513,
             514,
             515,
             516,
             517,
             518,
             519,
             520,
             521,
             522,
             523,
             524,
             525,
             526,
             527,
             528,
             529,
             530,
             531,
             532,
             533,
             534,
             535,
             536,
             537,
             538,
             539,
             540,
             541,
             542,
             543,
             544,
             545,
             546,
             547,
             548,
             549,
             550,
             551,
             552,
             553,
             554,
             555,
             556,
             557,
             558,
             559,
             560,
             561,
             562,
             563,
             564,
             565,
             566,
             567,
             568,
             569,
             570,
             571,
             572,
             573,
             574,
             575,
             576,
             577,
             578,
             579,
             580,
             581,
             582,
             583,
             584,
             585,
             586,
             587,
             588,
             589,
             590,
             591,
             592,
             593,
             594,
             595,
             596,
             597,
             598,
             599,
             600,
             601,
             602,
             603,
             604,
             605,
             606,
             607,
             608,
             609,
             610,
             611,
             612,
             613,
             614,
             615,
             616,
             617,
             618,
             619,
             620,
             621,
             622,
             623,
             624,
             625,
             626,
             627,
             628,
             629,
             630,
             631,
             632,
             633,
             634,
             635,
             636,
             637,
             638,
             639,
             640,
             641,
             642,
             643,
             644,
             645,
             646,
             647,
             648,
             649,
             650,
             651,
             652,
             653,
             654,
             655,
             656,
             657,
             658,
             659,
             660,
             661,
             662,
             663,
             664,
             665,
             666,
             667,
             668,
             669,
             670,
             671,
             672,
             673,
             674,
             675,
             676,
             677,
             678,
             679,
             680,
             681,
             682,
             683,
             684,
             685,
             686,
             687,
             688,
             689,
             690,
             691,
             692,
             693,
             694,
             695,
             696,
             697,
             698,
             699,
             700
            ],
            "xaxis": "x8",
            "y": [
             2697,
             2758,
             2666,
             2627,
             2482,
             2349,
             2638,
             2530,
             2232,
             2069,
             1909,
             1839,
             1808,
             1974,
             1645,
             1692,
             1686,
             1885,
             2024,
             2191,
             2211,
             2302,
             2346,
             2397,
             2403,
             2418,
             2408,
             2329,
             2242,
             2172,
             2430,
             2379,
             2067,
             1874,
             1736,
             1691,
             1751,
             1843,
             1658,
             1976,
             2170,
             2236,
             2427,
             2515,
             2422,
             2451,
             2468,
             2389,
             2427,
             2362,
             2356,
             2217,
             2421,
             2348,
             2343,
             2355,
             2248,
             1974,
             1859,
             1838,
             1817,
             1898,
             1864,
             1876,
             2021,
             2091,
             2262,
             2346,
             2405,
             2426,
             2404,
             2337,
             2342,
             2338,
             2258,
             2139,
             2157,
             2201,
             2239,
             2113,
             1874,
             1555,
             1402,
             1376,
             1391,
             1384,
             1373,
             1393,
             1434,
             1570,
             1693,
             1732,
             1885,
             2123,
             2167,
             2144,
             2133,
             2207,
             2167,
             1837,
             1805,
             1789,
             1957,
             1827,
             1682,
             1468,
             1555,
             1602,
             1641,
             1750,
             1654,
             1451,
             1609,
             1964,
             2122,
             2130,
             2313,
             2393,
             2409,
             2376,
             2377,
             2322,
             2297,
             2063,
             2000,
             2153,
             2176,
             1902,
             1759,
             1586,
             1466,
             1474,
             1565,
             1689,
             1702,
             1795,
             2213,
             2307,
             2515,
             2448,
             2513,
             2585,
             2442,
             2383,
             2331,
             2334,
             2314,
             2179,
             2183,
             2186,
             2434,
             2291,
             2272,
             2189,
             1729,
             1688,
             1695,
             1748,
             1694,
             1824,
             1928,
             1956,
             1794,
             1915,
             1950,
             1971,
             2104,
             2305,
             2317,
             2191,
             2150,
             2185,
             2274,
             2244,
             2438,
             2364,
             2186,
             1846,
             1792,
             1751,
             1833,
             1976,
             1847,
             2135,
             2397,
             2399,
             2398,
             2429,
             2414,
             2402,
             2386,
             2391,
             2408,
             2457,
             2434,
             2376,
             2382,
             2327,
             2579,
             2434,
             2314,
             2175,
             2070,
             2081,
             2095,
             1989,
             1781,
             1907,
             2041,
             2060,
             2165,
             2476,
             2627,
             2904,
             2947,
             2536,
             2548,
             2571,
             2439,
             2478,
             2492,
             2408,
             2588,
             2449,
             2421,
             2337,
             2239,
             2158,
             2223,
             2182,
             1919,
             1930,
             2118,
             2183,
             2161,
             2274,
             2450,
             2522,
             2460,
             2451,
             2484,
             2653,
             2582,
             2406,
             2389,
             2131,
             2403,
             2423,
             2156,
             1958,
             1816,
             1765,
             1756,
             1750,
             1854,
             1863,
             2063,
             2138,
             2119,
             2077,
             1987,
             2051,
             2086,
             2154,
             2189,
             2177,
             2124,
             2126,
             2184,
             1934,
             1951,
             1947,
             1942,
             1897,
             1762,
             1681,
             1747,
             1906,
             1966,
             2014,
             2134,
             2313,
             2391,
             2492,
             2528,
             2599,
             2630,
             2633,
             2628,
             2613,
             2685,
             2704,
             2737,
             2733,
             2774,
             2519,
             2306,
             1991,
             1818,
             1785,
             1897,
             1873,
             1729,
             1893,
             2303,
             2467,
             2425,
             2379,
             2668,
             2792,
             2999,
             2989,
             2954,
             2966,
             3020,
             2693,
             2532,
             2612,
             2754,
             2635,
             2372,
             2271,
             2222,
             2184,
             2173,
             2234,
             1864,
             1885,
             2154,
             2253,
             2440,
             2447,
             2573,
             2634,
             2712,
             2733,
             2716,
             2782,
             2698,
             2655,
             2627,
             2370,
             2660,
             2515,
             2418,
             2474,
             2456,
             2352,
             2223,
             2187,
             1933,
             2098,
             2264,
             2270,
             2305,
             2371,
             2530,
             2712,
             2794,
             2787,
             2723,
             2717,
             2644,
             2563,
             2504,
             2389,
             2443,
             2441,
             2219,
             1880,
             1782,
             1788,
             1856,
             1970,
             1819,
             1915,
             2190,
             1987,
             2125,
             2230,
             2331,
             2483,
             2672,
             2755,
             2624,
             2641,
             2417,
             2364,
             2154,
             2213,
             2379,
             2217,
             1956,
             1828,
             1731,
             1672,
             1574,
             1565,
             1401,
             1777,
             1947,
             2149,
             2189,
             2334,
             2306,
             2287,
             2313,
             2344,
             2390,
             2480,
             2449,
             2352,
             2320,
             2239,
             2276,
             2237,
             1982,
             1836,
             1745,
             1706,
             1731,
             1780,
             1497,
             1538,
             1760,
             1848,
             1940,
             2053,
             2186,
             2269,
             2324,
             2409,
             2366,
             2406,
             2378,
             2282,
             2251,
             2262,
             2330,
             2338,
             2278,
             2157,
             2082,
             2016,
             1995,
             1883,
             1779,
             1843,
             2043,
             2297,
             2526,
             2783,
             2814,
             2931,
             2952,
             2854,
             2889,
             2901,
             2945,
             2775,
             2669,
             2597,
             2627,
             2403,
             2173,
             2004,
             1569,
             1535,
             1613,
             1652,
             1780,
             1716,
             1941,
             1951,
             2073,
             2274,
             2492,
             2543,
             2456,
             2531,
             2579,
             2631,
             2620,
             2662,
             2654,
             2511,
             2326,
             2142,
             2051,
             1906,
             1825,
             1794,
             1873,
             2130,
             2164,
             2342,
             2312,
             2203,
             2190,
             2452,
             2706,
             2616,
             2532,
             2484,
             2519,
             2536,
             2492,
             2489,
             2409,
             2418,
             2344,
             2086,
             1970,
             1812,
             1774,
             1735,
             1829,
             1929,
             1842,
             1925,
             2036,
             2191,
             2182,
             2423,
             2659,
             2627,
             2665,
             2693,
             2584,
             2668,
             2796,
             2744,
             2645,
             2599,
             2669,
             2567,
             2404,
             2254,
             2023,
             1993,
             2099,
             2186,
             1961,
             1961,
             1865,
             1897,
             2034,
             2223,
             2255,
             2245,
             2269,
             2273,
             2281,
             2292,
             2387,
             2348,
             2352,
             2304,
             2338,
             2271,
             2062,
             1862,
             1742,
             1767,
             1841,
             1966,
             1803,
             1878,
             1917,
             2105,
             2113,
             2210,
             2305,
             2336,
             2340,
             2351,
             2304,
             2364,
             2403,
             2473,
             2517,
             2460,
             2360,
             2279,
             2265,
             1860,
             1744,
             1901,
             1794,
             1763,
             1536,
             1532,
             1547,
             1653,
             1770,
             1831,
             1795,
             1783,
             1784,
             1769,
             1797,
             1833,
             1830,
             1736,
             1706,
             1960,
             2196,
             2176,
             1841,
             1683,
             1578,
             1483,
             1570,
             1573,
             1504,
             1679,
             1773,
             1854,
             1881,
             1934,
             2028,
             1992,
             2016,
             2018,
             2015,
             2225,
             2276,
             2231,
             2205,
             2059,
             2145,
             1584,
             1509,
             1657,
             1454,
             1492,
             1515,
             1668,
             1511,
             1680,
             1726,
             1864,
             1937,
             2121,
             2356,
             2339,
             2388,
             2412,
             2440,
             2450,
             2490,
             2394,
             2331,
             2319,
             2248,
             2074,
             1775,
             1693,
             1648,
             1564,
             1662,
             1886,
             1577,
             1915,
             2085,
             2170,
             2297,
             2446,
             2812,
             2842,
             2916,
             2899,
             2907,
             2975,
             2919,
             2854,
             2673,
             2585,
             2536,
             2299,
             2217,
             2173,
             2128,
             2106,
             2119,
             2168,
             2124,
             2100,
             2145,
             2264,
             2383,
             2528,
             2699,
             2761,
             2805,
             2849,
             2921,
             2941,
             2905,
             2835
            ],
            "yaxis": "y8"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": true,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x",
            "y": [
             619,
             565,
             532,
             495,
             481,
             467,
             473,
             488,
             501,
             534,
             576,
             639,
             712,
             772,
             830,
             880,
             893,
             896,
             891,
             854,
             803,
             769,
             751,
             701,
             635,
             572,
             532,
             493,
             477,
             468,
             464,
             477,
             492,
             519,
             568,
             624,
             696,
             761,
             812,
             836,
             838,
             829,
             807,
             785,
             756,
             719,
             703,
             659
            ],
            "yaxis": "y"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": false,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x2",
            "y": [
             464,
             452,
             439,
             418,
             402,
             399,
             396,
             390,
             395,
             399,
             407,
             411,
             428,
             439,
             450,
             457,
             456,
             456,
             485,
             490,
             498,
             495,
             496,
             487,
             478,
             468,
             448,
             432,
             417,
             406,
             399,
             396,
             393,
             404,
             408,
             424,
             430,
             435,
             457,
             466,
             478,
             477,
             489,
             494,
             502,
             503,
             502,
             493
            ],
            "yaxis": "y2"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": false,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x3",
            "y": [
             756,
             589,
             603,
             604,
             606,
             615,
             747,
             1121,
             1225,
             1230,
             1226,
             1229,
             1236,
             1232,
             1230,
             1230,
             1230,
             1232,
             1233,
             1234,
             1240,
             1241,
             1202,
             845,
             625,
             613,
             609,
             612,
             578,
             564,
             566,
             656,
             910,
             1196,
             1220,
             1219,
             1220,
             1223,
             1221,
             1224,
             1228,
             1234,
             1226,
             1254,
             1271,
             1269,
             1215,
             907
            ],
            "yaxis": "y3"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": false,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x4",
            "y": [
             2300,
             2289,
             2217,
             2150,
             2183,
             2188,
             2182,
             2182,
             2182,
             2159,
             2186,
             2214,
             2208,
             2244,
             2278,
             2281,
             2276,
             2409,
             2400,
             2379,
             2357,
             2350,
             2346,
             2342,
             2308,
             2290,
             2241,
             2132,
             2051,
             2039,
             2047,
             2057,
             2065,
             2055,
             2099,
             2231,
             2309,
             2305,
             2309,
             2268,
             2283,
             2381,
             2366,
             2491,
             2478,
             2432,
             2426,
             2528
            ],
            "yaxis": "y4"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": false,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x5",
            "y": [
             2402,
             2502,
             2359,
             2176,
             1889,
             1698,
             1701,
             1542,
             1535,
             1699,
             1632,
             1851,
             2009,
             2240,
             2258,
             2392,
             2370,
             2495,
             2482,
             2411,
             2408,
             2510,
             2458,
             2466,
             2472,
             2484,
             2421,
             2450,
             2074,
             1893,
             1703,
             1637,
             1604,
             1591,
             1676,
             1774,
             1952,
             2179,
             2431,
             2506,
             2399,
             2414,
             2354,
             2379,
             2350,
             2350,
             2314,
             2193
            ],
            "yaxis": "y5"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": false,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x6",
            "y": [
             103743,
             96571,
             91073,
             87315,
             84402,
             83782,
             85992,
             89250,
             93394,
             98322,
             102885,
             108443,
             114260,
             118395,
             122219,
             125187,
             127328,
             128826,
             128164,
             125241,
             119686,
             114168,
             110843,
             103975,
             97938,
             91896,
             87262,
             84132,
             81016,
             79750,
             79584,
             79134,
             81025,
             87948,
             93819,
             98465,
             102792,
             106904,
             109622,
             111638,
             113704,
             115912,
             115784,
             114310,
             110482,
             106027,
             103526,
             97712
            ],
            "yaxis": "y6"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": false,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x7",
            "y": [
             2246,
             2023,
             1939,
             1890,
             1802,
             1546,
             1591,
             1587,
             1580,
             1563,
             1510,
             1592,
             1702,
             1992,
             2155,
             2273,
             2366,
             2418,
             2411,
             2441,
             2471,
             2411,
             2337,
             2329,
             2319,
             2153,
             2041,
             1893,
             1786,
             1589,
             1498,
             1486,
             1478,
             1466,
             1432,
             1504,
             1700,
             1966,
             2172,
             2174,
             2102,
             2122,
             2130,
             2043,
             2035,
             2020,
             1950,
             1992
            ],
            "yaxis": "y7"
           },
           {
            "legendgroup": "y_test",
            "line": {
             "color": "#393b79",
             "width": 1
            },
            "mode": "lines",
            "name": "y_test",
            "showlegend": false,
            "type": "scatter",
            "x": [
             701,
             702,
             703,
             704,
             705,
             706,
             707,
             708,
             709,
             710,
             711,
             712,
             713,
             714,
             715,
             716,
             717,
             718,
             719,
             720,
             721,
             722,
             723,
             724,
             725,
             726,
             727,
             728,
             729,
             730,
             731,
             732,
             733,
             734,
             735,
             736,
             737,
             738,
             739,
             740,
             741,
             742,
             743,
             744,
             745,
             746,
             747,
             748
            ],
            "xaxis": "x8",
            "y": [
             2742,
             2661,
             2602,
             2507,
             2234,
             2266,
             2240,
             2209,
             2244,
             2271,
             1847,
             1788,
             2016,
             2218,
             2208,
             2312,
             2518,
             2639,
             2738,
             2815,
             2812,
             2682,
             2782,
             2685,
             2513,
             2399,
             2427,
             2403,
             2189,
             2194,
             2245,
             2209,
             2218,
             2206,
             2026,
             1967,
             2034,
             2269,
             2274,
             2491,
             2619,
             2673,
             2619,
             2569,
             2588,
             2566,
             2585,
             2513
            ],
            "yaxis": "y8"
           }
          ],
          "layout": {
           "annotations": [
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H1",
             "x": 0.23249999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 1,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H10",
             "x": 0.7674999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 1,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H100",
             "x": 0.23249999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 0.7250000000000001,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H101",
             "x": 0.7674999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 0.7250000000000001,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H102",
             "x": 0.23249999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 0.45,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H103",
             "x": 0.7674999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 0.45,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H104",
             "x": 0.23249999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 0.175,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "H105",
             "x": 0.7674999999999998,
             "xanchor": "center",
             "xref": "paper",
             "y": 0.175,
             "yanchor": "bottom",
             "yref": "paper"
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "Datestamp [ds]",
             "x": 0.5,
             "xanchor": "center",
             "xref": "paper",
             "y": 0,
             "yanchor": "top",
             "yref": "paper",
             "yshift": -30
            },
            {
             "font": {
              "size": 10
             },
             "showarrow": false,
             "text": "Target [y]",
             "textangle": -90,
             "x": 0,
             "xanchor": "right",
             "xref": "paper",
             "xshift": -40,
             "y": 0.5,
             "yanchor": "middle",
             "yref": "paper"
            }
           ],
           "autosize": true,
           "font": {
            "size": 10
           },
           "height": 600,
           "margin": {
            "b": 50,
            "l": 60,
            "r": 10,
            "t": 20
           },
           "template": {
            "data": {
             "bar": [
              {
               "error_x": {
                "color": "#2a3f5f"
               },
               "error_y": {
                "color": "#2a3f5f"
               },
               "marker": {
                "line": {
                 "color": "white",
                 "width": 0.5
                },
                "pattern": {
                 "fillmode": "overlay",
                 "size": 10,
                 "solidity": 0.2
                }
               },
               "type": "bar"
              }
             ],
             "barpolar": [
              {
               "marker": {
                "line": {
                 "color": "white",
                 "width": 0.5
                },
                "pattern": {
                 "fillmode": "overlay",
                 "size": 10,
                 "solidity": 0.2
                }
               },
               "type": "barpolar"
              }
             ],
             "carpet": [
              {
               "aaxis": {
                "endlinecolor": "#2a3f5f",
                "gridcolor": "#C8D4E3",
                "linecolor": "#C8D4E3",
                "minorgridcolor": "#C8D4E3",
                "startlinecolor": "#2a3f5f"
               },
               "baxis": {
                "endlinecolor": "#2a3f5f",
                "gridcolor": "#C8D4E3",
                "linecolor": "#C8D4E3",
                "minorgridcolor": "#C8D4E3",
                "startlinecolor": "#2a3f5f"
               },
               "type": "carpet"
              }
             ],
             "choropleth": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "type": "choropleth"
              }
             ],
             "contour": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "colorscale": [
                [
                 0,
                 "#0d0887"
                ],
                [
                 0.1111111111111111,
                 "#46039f"
                ],
                [
                 0.2222222222222222,
                 "#7201a8"
                ],
                [
                 0.3333333333333333,
                 "#9c179e"
                ],
                [
                 0.4444444444444444,
                 "#bd3786"
                ],
                [
                 0.5555555555555556,
                 "#d8576b"
                ],
                [
                 0.6666666666666666,
                 "#ed7953"
                ],
                [
                 0.7777777777777778,
                 "#fb9f3a"
                ],
                [
                 0.8888888888888888,
                 "#fdca26"
                ],
                [
                 1,
                 "#f0f921"
                ]
               ],
               "type": "contour"
              }
             ],
             "contourcarpet": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "type": "contourcarpet"
              }
             ],
             "heatmap": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "colorscale": [
                [
                 0,
                 "#0d0887"
                ],
                [
                 0.1111111111111111,
                 "#46039f"
                ],
                [
                 0.2222222222222222,
                 "#7201a8"
                ],
                [
                 0.3333333333333333,
                 "#9c179e"
                ],
                [
                 0.4444444444444444,
                 "#bd3786"
                ],
                [
                 0.5555555555555556,
                 "#d8576b"
                ],
                [
                 0.6666666666666666,
                 "#ed7953"
                ],
                [
                 0.7777777777777778,
                 "#fb9f3a"
                ],
                [
                 0.8888888888888888,
                 "#fdca26"
                ],
                [
                 1,
                 "#f0f921"
                ]
               ],
               "type": "heatmap"
              }
             ],
             "heatmapgl": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "colorscale": [
                [
                 0,
                 "#0d0887"
                ],
                [
                 0.1111111111111111,
                 "#46039f"
                ],
                [
                 0.2222222222222222,
                 "#7201a8"
                ],
                [
                 0.3333333333333333,
                 "#9c179e"
                ],
                [
                 0.4444444444444444,
                 "#bd3786"
                ],
                [
                 0.5555555555555556,
                 "#d8576b"
                ],
                [
                 0.6666666666666666,
                 "#ed7953"
                ],
                [
                 0.7777777777777778,
                 "#fb9f3a"
                ],
                [
                 0.8888888888888888,
                 "#fdca26"
                ],
                [
                 1,
                 "#f0f921"
                ]
               ],
               "type": "heatmapgl"
              }
             ],
             "histogram": [
              {
               "marker": {
                "pattern": {
                 "fillmode": "overlay",
                 "size": 10,
                 "solidity": 0.2
                }
               },
               "type": "histogram"
              }
             ],
             "histogram2d": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "colorscale": [
                [
                 0,
                 "#0d0887"
                ],
                [
                 0.1111111111111111,
                 "#46039f"
                ],
                [
                 0.2222222222222222,
                 "#7201a8"
                ],
                [
                 0.3333333333333333,
                 "#9c179e"
                ],
                [
                 0.4444444444444444,
                 "#bd3786"
                ],
                [
                 0.5555555555555556,
                 "#d8576b"
                ],
                [
                 0.6666666666666666,
                 "#ed7953"
                ],
                [
                 0.7777777777777778,
                 "#fb9f3a"
                ],
                [
                 0.8888888888888888,
                 "#fdca26"
                ],
                [
                 1,
                 "#f0f921"
                ]
               ],
               "type": "histogram2d"
              }
             ],
             "histogram2dcontour": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "colorscale": [
                [
                 0,
                 "#0d0887"
                ],
                [
                 0.1111111111111111,
                 "#46039f"
                ],
                [
                 0.2222222222222222,
                 "#7201a8"
                ],
                [
                 0.3333333333333333,
                 "#9c179e"
                ],
                [
                 0.4444444444444444,
                 "#bd3786"
                ],
                [
                 0.5555555555555556,
                 "#d8576b"
                ],
                [
                 0.6666666666666666,
                 "#ed7953"
                ],
                [
                 0.7777777777777778,
                 "#fb9f3a"
                ],
                [
                 0.8888888888888888,
                 "#fdca26"
                ],
                [
                 1,
                 "#f0f921"
                ]
               ],
               "type": "histogram2dcontour"
              }
             ],
             "mesh3d": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "type": "mesh3d"
              }
             ],
             "parcoords": [
              {
               "line": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "parcoords"
              }
             ],
             "pie": [
              {
               "automargin": true,
               "type": "pie"
              }
             ],
             "scatter": [
              {
               "fillpattern": {
                "fillmode": "overlay",
                "size": 10,
                "solidity": 0.2
               },
               "type": "scatter"
              }
             ],
             "scatter3d": [
              {
               "line": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scatter3d"
              }
             ],
             "scattercarpet": [
              {
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scattercarpet"
              }
             ],
             "scattergeo": [
              {
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scattergeo"
              }
             ],
             "scattergl": [
              {
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scattergl"
              }
             ],
             "scattermapbox": [
              {
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scattermapbox"
              }
             ],
             "scatterpolar": [
              {
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scatterpolar"
              }
             ],
             "scatterpolargl": [
              {
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scatterpolargl"
              }
             ],
             "scatterternary": [
              {
               "marker": {
                "colorbar": {
                 "outlinewidth": 0,
                 "ticks": ""
                }
               },
               "type": "scatterternary"
              }
             ],
             "surface": [
              {
               "colorbar": {
                "outlinewidth": 0,
                "ticks": ""
               },
               "colorscale": [
                [
                 0,
                 "#0d0887"
                ],
                [
                 0.1111111111111111,
                 "#46039f"
                ],
                [
                 0.2222222222222222,
                 "#7201a8"
                ],
                [
                 0.3333333333333333,
                 "#9c179e"
                ],
                [
                 0.4444444444444444,
                 "#bd3786"
                ],
                [
                 0.5555555555555556,
                 "#d8576b"
                ],
                [
                 0.6666666666666666,
                 "#ed7953"
                ],
                [
                 0.7777777777777778,
                 "#fb9f3a"
                ],
                [
                 0.8888888888888888,
                 "#fdca26"
                ],
                [
                 1,
                 "#f0f921"
                ]
               ],
               "type": "surface"
              }
             ],
             "table": [
              {
               "cells": {
                "fill": {
                 "color": "#EBF0F8"
                },
                "line": {
                 "color": "white"
                }
               },
               "header": {
                "fill": {
                 "color": "#C8D4E3"
                },
                "line": {
                 "color": "white"
                }
               },
               "type": "table"
              }
             ]
            },
            "layout": {
             "annotationdefaults": {
              "arrowcolor": "#2a3f5f",
              "arrowhead": 0,
              "arrowwidth": 1
             },
             "autotypenumbers": "strict",
             "coloraxis": {
              "colorbar": {
               "outlinewidth": 0,
               "ticks": ""
              }
             },
             "colorscale": {
              "diverging": [
               [
                0,
                "#8e0152"
               ],
               [
                0.1,
                "#c51b7d"
               ],
               [
                0.2,
                "#de77ae"
               ],
               [
                0.3,
                "#f1b6da"
               ],
               [
                0.4,
                "#fde0ef"
               ],
               [
                0.5,
                "#f7f7f7"
               ],
               [
                0.6,
                "#e6f5d0"
               ],
               [
                0.7,
                "#b8e186"
               ],
               [
                0.8,
                "#7fbc41"
               ],
               [
                0.9,
                "#4d9221"
               ],
               [
                1,
                "#276419"
               ]
              ],
              "sequential": [
               [
                0,
                "#0d0887"
               ],
               [
                0.1111111111111111,
                "#46039f"
               ],
               [
                0.2222222222222222,
                "#7201a8"
               ],
               [
                0.3333333333333333,
                "#9c179e"
               ],
               [
                0.4444444444444444,
                "#bd3786"
               ],
               [
                0.5555555555555556,
                "#d8576b"
               ],
               [
                0.6666666666666666,
                "#ed7953"
               ],
               [
                0.7777777777777778,
                "#fb9f3a"
               ],
               [
                0.8888888888888888,
                "#fdca26"
               ],
               [
                1,
                "#f0f921"
               ]
              ],
              "sequentialminus": [
               [
                0,
                "#0d0887"
               ],
               [
                0.1111111111111111,
                "#46039f"
               ],
               [
                0.2222222222222222,
                "#7201a8"
               ],
               [
                0.3333333333333333,
                "#9c179e"
               ],
               [
                0.4444444444444444,
                "#bd3786"
               ],
               [
                0.5555555555555556,
                "#d8576b"
               ],
               [
                0.6666666666666666,
                "#ed7953"
               ],
               [
                0.7777777777777778,
                "#fb9f3a"
               ],
               [
                0.8888888888888888,
                "#fdca26"
               ],
               [
                1,
                "#f0f921"
               ]
              ]
             },
             "colorway": [
              "#636efa",
              "#EF553B",
              "#00cc96",
              "#ab63fa",
              "#FFA15A",
              "#19d3f3",
              "#FF6692",
              "#B6E880",
              "#FF97FF",
              "#FECB52"
             ],
             "font": {
              "color": "#2a3f5f"
             },
             "geo": {
              "bgcolor": "white",
              "lakecolor": "white",
              "landcolor": "white",
              "showlakes": true,
              "showland": true,
              "subunitcolor": "#C8D4E3"
             },
             "hoverlabel": {
              "align": "left"
             },
             "hovermode": "closest",
             "mapbox": {
              "style": "light"
             },
             "paper_bgcolor": "white",
             "plot_bgcolor": "white",
             "polar": {
              "angularaxis": {
               "gridcolor": "#EBF0F8",
               "linecolor": "#EBF0F8",
               "ticks": ""
              },
              "bgcolor": "white",
              "radialaxis": {
               "gridcolor": "#EBF0F8",
               "linecolor": "#EBF0F8",
               "ticks": ""
              }
             },
             "scene": {
              "xaxis": {
               "backgroundcolor": "white",
               "gridcolor": "#DFE8F3",
               "gridwidth": 2,
               "linecolor": "#EBF0F8",
               "showbackground": true,
               "ticks": "",
               "zerolinecolor": "#EBF0F8"
              },
              "yaxis": {
               "backgroundcolor": "white",
               "gridcolor": "#DFE8F3",
               "gridwidth": 2,
               "linecolor": "#EBF0F8",
               "showbackground": true,
               "ticks": "",
               "zerolinecolor": "#EBF0F8"
              },
              "zaxis": {
               "backgroundcolor": "white",
               "gridcolor": "#DFE8F3",
               "gridwidth": 2,
               "linecolor": "#EBF0F8",
               "showbackground": true,
               "ticks": "",
               "zerolinecolor": "#EBF0F8"
              }
             },
             "shapedefaults": {
              "line": {
               "color": "#2a3f5f"
              }
             },
             "ternary": {
              "aaxis": {
               "gridcolor": "#DFE8F3",
               "linecolor": "#A2B1C6",
               "ticks": ""
              },
              "baxis": {
               "gridcolor": "#DFE8F3",
               "linecolor": "#A2B1C6",
               "ticks": ""
              },
              "bgcolor": "white",
              "caxis": {
               "gridcolor": "#DFE8F3",
               "linecolor": "#A2B1C6",
               "ticks": ""
              }
             },
             "title": {
              "x": 0.05
             },
             "xaxis": {
              "automargin": true,
              "gridcolor": "#EBF0F8",
              "linecolor": "#EBF0F8",
              "ticks": "",
              "title": {
               "standoff": 15
              },
              "zerolinecolor": "#EBF0F8",
              "zerolinewidth": 2
             },
             "yaxis": {
              "automargin": true,
              "gridcolor": "#EBF0F8",
              "linecolor": "#EBF0F8",
              "ticks": "",
              "title": {
               "standoff": 15
              },
              "zerolinecolor": "#EBF0F8",
              "zerolinewidth": 2
             }
            }
           },
           "xaxis": {
            "anchor": "y",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis2": {
            "anchor": "y2",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis3": {
            "anchor": "y3",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis4": {
            "anchor": "y4",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis5": {
            "anchor": "y5",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis6": {
            "anchor": "y6",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis7": {
            "anchor": "y7",
            "domain": [
             0,
             0.46499999999999997
            ],
            "showticklabels": true,
            "visible": true
           },
           "xaxis8": {
            "anchor": "y8",
            "domain": [
             0.5349999999999999,
             0.9999999999999999
            ],
            "showticklabels": true,
            "visible": true
           },
           "yaxis": {
            "anchor": "x",
            "domain": [
             0.825,
             1
            ]
           },
           "yaxis2": {
            "anchor": "x2",
            "domain": [
             0.825,
             1
            ]
           },
           "yaxis3": {
            "anchor": "x3",
            "domain": [
             0.55,
             0.7250000000000001
            ]
           },
           "yaxis4": {
            "anchor": "x4",
            "domain": [
             0.55,
             0.7250000000000001
            ]
           },
           "yaxis5": {
            "anchor": "x5",
            "domain": [
             0.275,
             0.45
            ]
           },
           "yaxis6": {
            "anchor": "x6",
            "domain": [
             0.275,
             0.45
            ]
           },
           "yaxis7": {
            "anchor": "x7",
            "domain": [
             0,
             0.175
            ]
           },
           "yaxis8": {
            "anchor": "x8",
            "domain": [
             0,
             0.175
            ]
           }
          }
         }
        },
        "metadata": {},
        "output_type": "display_data"
       }
      ],
      "source": [
       "from statsforecast import StatsForecast as sf\n",
       "\n",
       "sf.plot(train, test, plot_random=False)"
      ]
     }
    ],
    "metadata": {
     "kernelspec": {
      "display_name": "mlforecast-main",
      "language": "python",
      "name": "mlforecast-main"
     }
    },
    "nbformat": 4,
    "nbformat_minor": 5
   }