notebooks/calculate_drift/calculate-mmc.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Calculating Multi-Modal Concordance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from azureml.core import Workspace\n",
    "from model_drift import settings\n",
    "from model_drift.azure_utils import download_metrics_file\n",
    "from model_drift.drift.io import load_metrics_file, load_weights, load_stats\n",
    "from model_drift.drift.unify import calculate_mmc\n",
    "from model_drift.helpers import filter_columns"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Calculating MMC\n",
    "\n",
    "We first load the results from the csv file, and pick which aggregate measure we wish to use. Options are: \n",
    "    - `\"mean\"` (default) the aggregate mean metric after N over-sampled trials\n",
    "    - `\"median\"` the aggregate mean metric after N over-sampled trials\n",
    "    - `\"obs\"` for observed metrics (no resampling)\n",
    "\n",
    "From these metrics, we pick out the performance columns and filter the metrics dataframe to only include the desired individual metrics. \n",
    "In this case, we use only the `\"distance\"` metrics from KS test and Chi-Square tests.\n",
    "\n",
    "Next, we load our values for shift ($\\zeta_i$) and scale ($\\eta_i$), as well as our metric weights ($\\alpha_i$).\n",
    "\n",
    "Finally, we calculate the MMC from these metrics using the helper function `model_drift.drift.unify.calculate_mmc`.\n",
    "This function uses the weights and standardization values to calculate MMC as follows:\n",
    "$$\n",
    "\\mathit{MMC}(\\omega) = \\sum_{i=1}^{L} \\alpha_i \\cdot \\Gamma_i\\bigg(\\hat{\\psi}_i(\\omega)\\bigg) = \\sum_{i=1}^{L}\\frac{\\alpha_i}{\\eta_i}\\bigg(\\hat{\\psi}_i(\\omega)-\\zeta_i\\bigg)\n",
    "$$\n",
    "For $\\Gamma(\\cdot)$ we used `model_drift.drift.unify.standardize`, and the weighted sum is handled by `model_drift.drift.unify.w_avg`\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Results Files\n",
    "res_unmod = \"tough_balloon_jgphht2z\" # Unmodified PadChest\n",
    "res_q100 = \"serene_net_cb97mxt8\" # q100\n",
    "res_q25 = \"busy_sun_f8s4yt3h\" # q25\n",
    "res_q5 = \"good_stamp_bdz1lskm\" #q5\n",
    "res_lateral = \"shy_shampoo_rf8w34nf\" # lateral"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x2968f80d208>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1080x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "res =  res_q5\n",
    "results_csv = settings.RESULTS_DIR.joinpath('drift', res+\".csv\")\n",
    "\n",
    "# Parameters\n",
    "performance_col = (\"performance\", \"micro avg\", \"auroc\")\n",
    "weights_file = settings.MODEL_DIR.joinpath(\"weights\", \"metric_weights.csv\")\n",
    "stats_file = settings.MODEL_DIR.joinpath(\"weights\", \"std_stats.csv\")\n",
    "include_metrics = [\"distance\"]\n",
    "\n",
    "\n",
    "# Load individual metrics\n",
    "error_df, results_df = load_metrics_file(results_csv, which=\"mean\")\n",
    "\n",
    "# Get performance from results\n",
    "perf_df = results_df[performance_col]\n",
    "error_perf_df = error_df[performance_col]\n",
    "\n",
    "# Filter metrics to only desired individual metrics\n",
    "metrics_df = filter_columns(results_df, exclude=['performance', 'count'])\n",
    "metrics_df = filter_columns(metrics_df, include=include_metrics)\n",
    "\n",
    "# Load weights, shifts and offsets\n",
    "weights = load_weights(weights_file)\n",
    "std_stats = load_stats(stats_file)\n",
    "\n",
    "#calculate mmc\n",
    "mmc = calculate_mmc(metrics_df, weights=weights, std_stats=std_stats)\n",
    "\n",
    "\n",
    "mmc.plot(figsize=(15, 6))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Interactive Plot using Plotly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "connectgaps": false,
         "customdata": [
          [
           -2.5203986575369925
          ],
          [
           -2.1225774169873506
          ],
          [
           -1.9313154063043805
          ],
          [
           -1.7748871407918538
          ],
          [
           -1.6836514526576989
          ],
          [
           -1.6664304705967259
          ],
          [
           -1.4513272572910132
          ],
          [
           -1.2841651182950753
          ],
          [
           -1.1644348418781667
          ],
          [
           -1.1013207596416106
          ],
          [
           -1.0382341014629894
          ],
          [
           -0.9740084806291679
          ],
          [
           -0.9389188065775864
          ],
          [
           -0.8912175997058603
          ],
          [
           -0.87062506415056
          ],
          [
           -0.8148456132946632
          ],
          [
           -0.7303435844775917
          ],
          [
           -0.6737582861607024
          ],
          [
           -0.6146724343825981
          ],
          [
           -0.5711588519487014
          ],
          [
           -0.5456528125006013
          ],
          [
           -0.5198491251756127
          ],
          [
           -0.4970366685224449
          ],
          [
           -0.48465480677341755
          ],
          [
           -0.4904746820708006
          ],
          [
           -0.5054890085495918
          ],
          [
           -0.5070178593178142
          ],
          [
           -0.520403659472452
          ],
          [
           -0.5322996602000925
          ],
          [
           -0.5428088930928228
          ],
          [
           -0.5560891551571452
          ],
          [
           -0.5695993718557296
          ],
          [
           -0.5813829849049836
          ],
          [
           -0.599667682189606
          ],
          [
           -0.5729367289982848
          ],
          [
           -0.4973138468915162
          ],
          [
           -0.4067327848481544
          ],
          [
           -0.3331255006970062
          ],
          [
           -0.25083707893158025
          ],
          [
           -0.18586836913760996
          ],
          [
           -0.15040873594074927
          ],
          [
           -0.11520314773358241
          ],
          [
           -0.0805304721484307
          ],
          [
           -0.044003214819183074
          ],
          [
           0.014514012278634629
          ],
          [
           0.06626452498964677
          ],
          [
           0.08236112146693889
          ],
          [
           0.07862018121326234
          ],
          [
           0.06820537761522195
          ],
          [
           0.04660047074300428
          ],
          [
           0.0696002758289643
          ],
          [
           0.08496800871357026
          ],
          [
           0.11491571611362103
          ],
          [
           0.14668909953722672
          ],
          [
           0.19494424351454265
          ],
          [
           0.21498694108440003
          ],
          [
           0.23426970956603024
          ],
          [
           0.2848662465336787
          ],
          [
           0.3506127567818017
          ],
          [
           0.4004787354363471
          ],
          [
           0.42462509282154715
          ],
          [
           0.43977026691419935
          ],
          [
           0.45391946256666554
          ],
          [
           0.45344641710695577
          ],
          [
           0.4858227312074514
          ],
          [
           0.5217328506342445
          ],
          [
           0.5417601011813088
          ],
          [
           0.53709713977349
          ],
          [
           0.5188805475988502
          ],
          [
           0.48001363075696685
          ],
          [
           0.4587681710263729
          ],
          [
           0.4530113053270768
          ],
          [
           0.4425688554520963
          ],
          [
           0.40412791024555095
          ],
          [
           0.36272235809699077
          ],
          [
           0.3127862819484159
          ],
          [
           0.22969517366846293
          ],
          [
           0.1718923621954716
          ],
          [
           0.1510661736139434
          ],
          [
           0.15317602918898005
          ],
          [
           0.171919669960368
          ],
          [
           0.17495401599136426
          ],
          [
           0.15852718669485416
          ],
          [
           0.16330727856788574
          ],
          [
           0.18080638493718298
          ],
          [
           0.1953320016134877
          ],
          [
           0.20553558467955568
          ],
          [
           0.2153332773249023
          ],
          [
           0.2127848336001488
          ],
          [
           0.17887827376101217
          ],
          [
           0.17215034721081646
          ],
          [
           0.17607996169504797
          ],
          [
           0.1941508650432765
          ],
          [
           0.2176157870563886
          ],
          [
           0.21893150884788445
          ],
          [
           0.2085305683347678
          ],
          [
           0.20559562001577966
          ],
          [
           0.21264865463210822
          ],
          [
           0.23132421729050712
          ],
          [
           0.22833673244385927
          ],
          [
           0.18983658462594358
          ],
          [
           0.11528851721159218
          ],
          [
           0.014057644787708936
          ],
          [
           -0.08169369093014867
          ],
          [
           -0.17716307914091206
          ],
          [
           -0.22923515933391592
          ],
          [
           -0.25920737545353356
          ],
          [
           -0.28084158040011625
          ],
          [
           -0.30241823802209833
          ],
          [
           -0.3323392371943827
          ],
          [
           -0.3734198124452589
          ],
          [
           -0.39789072168524525
          ],
          [
           -0.41037150862698357
          ],
          [
           -0.42376847806210655
          ],
          [
           -0.4281857130181888
          ],
          [
           -0.4260324420992169
          ],
          [
           -0.4041314308710927
          ],
          [
           -0.40630410130664657
          ],
          [
           -0.37351530713134723
          ],
          [
           -0.34544266064771545
          ],
          [
           -0.2964619044715273
          ],
          [
           -0.25564423238575185
          ],
          [
           -0.23225325601129876
          ],
          [
           -0.22549963843116796
          ],
          [
           -0.24753636630790832
          ],
          [
           -0.22627442625888758
          ],
          [
           -0.17467582482516933
          ],
          [
           -0.08522200014659127
          ],
          [
           -0.006646873249508892
          ],
          [
           0.08681828865245345
          ],
          [
           0.15788341799922584
          ],
          [
           0.24007588454821013
          ],
          [
           0.291917737457796
          ],
          [
           0.3370298543292583
          ],
          [
           0.37612521465295873
          ],
          [
           0.3640633424324677
          ],
          [
           0.33728443440990624
          ],
          [
           0.28533667509622007
          ],
          [
           0.20637373564258976
          ],
          [
           0.1671010452987572
          ],
          [
           0.15948735149726614
          ],
          [
           0.15161049405127267
          ],
          [
           0.12299041082420216
          ],
          [
           0.08270649225321551
          ],
          [
           0.03161038688424537
          ],
          [
           -0.06263740322048068
          ],
          [
           -0.15999094740295533
          ],
          [
           -0.16938434533143867
          ],
          [
           -0.12549370431836465
          ],
          [
           -0.08540227450799981
          ],
          [
           -0.054116714475724075
          ],
          [
           -0.014253168007755519
          ],
          [
           -0.026268193412749684
          ],
          [
           -0.038619748798017946
          ],
          [
           -0.05541693470259321
          ],
          [
           -0.07581781035609864
          ],
          [
           -0.06591459203418315
          ],
          [
           -0.005118987178806851
          ],
          [
           0.052293057328615264
          ],
          [
           0.11636460791073572
          ],
          [
           0.1655965879665455
          ],
          [
           0.22318061313302662
          ],
          [
           0.26899552872865096
          ],
          [
           0.31511186420845255
          ],
          [
           0.35682538727670166
          ],
          [
           0.3702671063331946
          ],
          [
           0.33766343078368527
          ],
          [
           0.33030939195498726
          ],
          [
           0.3343765592897453
          ],
          [
           0.3364682385116025
          ],
          [
           0.36226062873526305
          ],
          [
           0.4164926927971552
          ],
          [
           0.45852417068130125
          ],
          [
           0.49644967629590325
          ],
          [
           0.5260815403719045
          ],
          [
           0.5290794650762564
          ],
          [
           0.5444044112361606
          ],
          [
           0.5520375837295651
          ],
          [
           0.5186728025143886
          ],
          [
           0.45670872328677764
          ],
          [
           0.40814771692214064
          ],
          [
           0.3764836799596221
          ],
          [
           0.3533542318922104
          ],
          [
           0.31651114475876946
          ],
          [
           0.2946646973122294
          ],
          [
           0.27930352208621195
          ],
          [
           0.2645158539363101
          ],
          [
           0.24285453660006953
          ],
          [
           0.23662548865481625
          ],
          [
           0.26367142913088143
          ],
          [
           0.28882421009874854
          ],
          [
           0.3158482796813202
          ],
          [
           0.33611891540094085
          ],
          [
           0.350217140134168
          ],
          [
           0.3491525332615055
          ],
          [
           0.37336825120664835
          ],
          [
           0.4286507467351948
          ],
          [
           0.489711046372615
          ],
          [
           0.5020114086367181
          ],
          [
           0.4998729054332534
          ],
          [
           0.5042301504805495
          ],
          [
           0.49591693485378646
          ],
          [
           0.48360895266908266
          ],
          [
           0.48400629896566766
          ],
          [
           0.4825353124918228
          ],
          [
           0.45794407881241966
          ],
          [
           0.4171218541576983
          ],
          [
           0.39204581322592874
          ],
          [
           0.37882874607845674
          ],
          [
           0.35677194243880883
          ],
          [
           0.37464363189003475
          ],
          [
           0.3948960179305452
          ],
          [
           0.38046727693876126
          ],
          [
           0.364140262798846
          ],
          [
           0.3568218806591294
          ],
          [
           0.3380950059632108
          ],
          [
           0.362251514060699
          ],
          [
           0.3805524561138218
          ],
          [
           0.38716931921725417
          ],
          [
           0.40189191457825213
          ],
          [
           0.4171873120812815
          ],
          [
           0.4338672133877063
          ],
          [
           0.45235277731127843
          ],
          [
           0.45490096481487374
          ],
          [
           0.4700201212054148
          ],
          [
           0.4846334605903614
          ],
          [
           0.49185514256538915
          ],
          [
           0.45003458004233166
          ],
          [
           0.40269170675673943
          ],
          [
           0.39294706033635496
          ],
          [
           0.3717715911652774
          ],
          [
           0.3536241090986071
          ],
          [
           0.3471073806478486
          ],
          [
           0.35061551738893254
          ],
          [
           0.36281626527357974
          ],
          [
           0.35931747888104987
          ],
          [
           0.3695599104630602
          ],
          [
           0.41058081570398
          ],
          [
           0.432005929843564
          ],
          [
           0.4389618339372083
          ],
          [
           0.4672098253080944
          ],
          [
           0.4656496600122968
          ],
          [
           0.4740066315774748
          ],
          [
           0.4720733464271984
          ],
          [
           0.49915211388789227
          ],
          [
           0.5196738322776254
          ],
          [
           0.5624700914525521
          ],
          [
           0.6154880297759033
          ],
          [
           0.620350496108762
          ],
          [
           0.5910581071301532
          ],
          [
           0.5366719743311944
          ],
          [
           0.4966227855963181
          ],
          [
           0.48613195747840265
          ],
          [
           0.4772742070562345
          ],
          [
           0.4568879647495466
          ],
          [
           0.4341141940213902
          ],
          [
           0.40527903529292975
          ],
          [
           0.36737614463324997
          ],
          [
           0.3262918620234339
          ],
          [
           0.2868203522986103
          ],
          [
           0.2705747904468873
          ],
          [
           0.2536298544201983
          ],
          [
           0.21758831003774415
          ],
          [
           0.15243826890255088
          ],
          [
           0.05507871373625245
          ],
          [
           -0.019606373806935227
          ],
          [
           -0.07071291127537269
          ],
          [
           -0.09644820695376358
          ],
          [
           -0.13210168632376684
          ],
          [
           -0.18452501370595675
          ],
          [
           -0.23765859954710197
          ],
          [
           -0.2856598891262356
          ],
          [
           -0.33356832724503804
          ],
          [
           -0.3644514600584298
          ],
          [
           -0.3807538879904544
          ],
          [
           -0.3967840252688654
          ],
          [
           -0.4278708009773284
          ],
          [
           -0.46504887447373905
          ],
          [
           -0.5192933490329249
          ],
          [
           -0.5996453282114379
          ],
          [
           -0.6483688869172836
          ],
          [
           -0.6540039938394712
          ],
          [
           -0.7020030656514306
          ],
          [
           -0.7515682907765266
          ],
          [
           -0.760051862897188
          ],
          [
           -0.7953397483647476
          ],
          [
           -0.8161617479496204
          ],
          [
           -0.8171557069948862
          ],
          [
           -0.7848066244579781
          ],
          [
           -0.8142576200793745
          ],
          [
           -0.8759856366348877
          ],
          [
           -0.9495342532066191
          ],
          [
           -0.9917701961511192
          ],
          [
           -1.0793844258176797
          ],
          [
           -1.1198936092549185
          ],
          [
           -1.1349264694673924
          ],
          [
           -1.1625879429325447
          ],
          [
           -1.1776794023523753
          ],
          [
           -1.1848633064557867
          ],
          [
           -1.2203591125838467
          ],
          [
           -1.2425392319190678
          ],
          [
           -1.3065134250655326
          ],
          [
           -1.3479438599178513
          ],
          [
           -1.4117146176493212
          ],
          [
           -1.4718380201525463
          ],
          [
           -1.5193623851047855
          ],
          [
           -1.5474047919059857
          ],
          [
           -1.5139826296505483
          ],
          [
           -1.4464205782562296
          ],
          [
           -1.3844882097582827
          ],
          [
           -1.2974452853846692
          ],
          [
           -1.2055560479227772
          ],
          [
           -1.172090911120811
          ],
          [
           -1.1544610459629125
          ],
          [
           -1.0964600341870494
          ],
          [
           -1.010874255375383
          ],
          [
           -0.9178119398451832
          ],
          [
           -0.8870496609219297
          ],
          [
           -0.8258825034822277
          ],
          [
           -0.8038963866655093
          ],
          [
           -0.8201481449161567
          ],
          [
           -0.7916619893381764
          ],
          [
           -0.779942440401376
          ],
          [
           -0.7741083882669757
          ],
          [
           -0.7490160393557797
          ],
          [
           -0.7393986000702899
          ],
          [
           -0.7326848680988691
          ],
          [
           -0.7256286290662274
          ],
          [
           -0.7118072214077283
          ],
          [
           -0.6596442711014121
          ],
          [
           -0.6144525305464509
          ],
          [
           -0.5412305690879833
          ],
          [
           -0.4409968214898933
          ],
          [
           -0.3621609296683385
          ],
          [
           -0.2831054518322225
          ],
          [
           -0.21859450542129422
          ],
          [
           -0.12031249376869833
          ],
          [
           -0.06404931326881741
          ],
          [
           -0.021309718072094783
          ],
          [
           0.026579857220712533
          ],
          [
           0.07053941277860139
          ],
          [
           0.10072221602054071
          ],
          [
           0.14188956961720536
          ],
          [
           0.1658984242950929
          ],
          [
           0.22345714730235067
          ],
          [
           0.29000666480168064
          ],
          [
           0.3237946549581655
          ],
          [
           0.3517406464382903
          ],
          [
           0.37731918563425143
          ],
          [
           0.39462766668021054
          ],
          [
           0.4030820238662441
          ],
          [
           0.4174036277678787
          ],
          [
           0.44179264531097595
          ],
          [
           0.4396486402336491
          ],
          [
           0.41806328157492123
          ],
          [
           0.3974836852103977
          ],
          [
           0.365308709112483
          ],
          [
           0.3373526311439847
          ],
          [
           0.3176033640125579
          ],
          [
           0.2988912961744184
          ],
          [
           0.2827032683595606
          ],
          [
           0.2690084042639493
          ],
          [
           0.25816002036120334
          ],
          [
           0.23626991033836392
          ],
          [
           0.20231252347314752
          ],
          [
           0.17916939780257007
          ],
          [
           0.1341333257099107
          ],
          [
           0.08251320569236005
          ],
          [
           0.03379440483102005
          ],
          [
           -0.05271160018930204
          ],
          [
           -0.10416855572645944
          ],
          [
           -0.1294364526299406
          ],
          [
           -0.1516649496108674
          ],
          [
           -0.16787051171897102
          ],
          [
           -0.20925911916672185
          ],
          [
           -0.25019805924837285
          ],
          [
           -0.2778138642083581
          ],
          [
           -0.2788740182547246
          ],
          [
           -0.24833352203636147
          ],
          [
           -0.2195679353385445
          ],
          [
           -0.17456604640777712
          ],
          [
           -0.16407504547762264
          ],
          [
           -0.15784954234774026
          ],
          [
           -0.17031534016682245
          ],
          [
           -0.15286282895496905
          ],
          [
           -0.12576482555387436
          ],
          [
           -0.10799117346109016
          ],
          [
           -0.12595652109873867
          ],
          [
           -0.09828015510587533
          ],
          [
           -0.09409081110225694
          ],
          [
           -0.0956560955066098
          ],
          [
           -0.06144526862646009
          ],
          [
           -0.008382497613323417
          ],
          [
           0.05236269919203294
          ],
          [
           0.09389946547817582
          ],
          [
           0.12424347389871525
          ],
          [
           0.13480332046834348
          ],
          [
           0.14159911960963464
          ],
          [
           0.1646234487605221
          ],
          [
           0.19367330697001767
          ],
          [
           0.2220213638012208
          ],
          [
           0.23640660128648341
          ],
          [
           0.27073469111405457
          ],
          [
           0.28849348962800253
          ],
          [
           0.2904376451880174
          ],
          [
           0.27384944149183643
          ],
          [
           0.25712548877327956
          ],
          [
           0.26392445028130207
          ],
          [
           0.264972649168186
          ],
          [
           0.2594640216456972
          ],
          [
           0.2258051925564534
          ],
          [
           0.18419721510664427
          ],
          [
           0.15384951044281614
          ],
          [
           0.13057460339877294
          ],
          [
           0.11039760358660375
          ],
          [
           0.08484568127615486
          ],
          [
           0.0557716791514281
          ],
          [
           0.026618296390403154
          ],
          [
           0.01825509336777819
          ],
          [
           0.0034408840190406345
          ],
          [
           -0.020531288797738776
          ],
          [
           -0.028065426567128397
          ],
          [
           -0.05696151159982439
          ],
          [
           -0.08988978420155018
          ],
          [
           -0.1464026586732424
          ],
          [
           -0.25228615463039056
          ],
          [
           -0.3192096259315224
          ],
          [
           -0.3650043241821525
          ],
          [
           -0.3946340379700264
          ],
          [
           -0.38148885556189194
          ],
          [
           -0.3845070825363355
          ],
          [
           -0.365256499885305
          ],
          [
           -0.36557645900983377
          ],
          [
           -0.36613780405254764
          ],
          [
           -0.3773543675172867
          ],
          [
           -0.3562431359195814
          ],
          [
           -0.3474818894267762
          ],
          [
           -0.38407455667776735
          ],
          [
           -0.49037656891635906
          ],
          [
           -0.6159371325281017
          ],
          [
           -0.7787439287363783
          ],
          [
           -0.8846500171475787
          ],
          [
           -0.9814184951754674
          ],
          [
           -1.1417914108784637
          ],
          [
           -1.2623795314855264
          ],
          [
           -1.3579708091924632
          ],
          [
           -1.523127079214091
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           -1.9674865247370275
          ],
          [
           -1.6097000441870009
          ],
          [
           -1.3481543596999086
          ],
          [
           -1.212822987831076
          ],
          [
           -1.118429178219043
          ],
          [
           -0.9218130603211756
          ],
          [
           -0.7635424472189881
          ],
          [
           -0.6085068331957313
          ],
          [
           -0.4970708220898687
          ],
          [
           -0.38203449622571845
          ],
          [
           -0.29667166766183384
          ],
          [
           -0.22713833270641512
          ],
          [
           -0.18009600705096335
          ],
          [
           -0.14131120823754945
          ],
          [
           -0.11288606642229994
          ],
          [
           -0.07785284213003414
          ],
          [
           -0.05373957104199439
          ],
          [
           -0.0394314786730611
          ],
          [
           -0.03277377517609621
          ],
          [
           -0.00952907102342115
          ],
          [
           0.005989052758029154
          ],
          [
           0.03640180778448367
          ],
          [
           0.06608421524075472
          ],
          [
           0.09213514996764331
          ],
          [
           0.11076707692607508
          ],
          [
           0.11766558493599177
          ],
          [
           0.12302071163858243
          ],
          [
           0.12802185946820055
          ],
          [
           0.14409929201507643
          ],
          [
           0.14703251368210166
          ],
          [
           0.16056210049119185
          ],
          [
           0.17038725528816498
          ],
          [
           0.1451248195145656
          ],
          [
           0.11436759901879785
          ],
          [
           0.09537256803199344
          ],
          [
           0.0788971410742277
          ],
          [
           0.030815291992164037
          ],
          [
           -0.0033312912575247
          ],
          [
           -0.07900978470750873
          ],
          [
           -0.19559237878508687
          ],
          [
           -0.2284804886682837
          ],
          [
           -0.24150076449214808
          ],
          [
           -0.23774581644353357
          ],
          [
           -0.23616296832979758
          ],
          [
           -0.213362658691013
          ],
          [
           -0.21422051461310368
          ],
          [
           -0.205987394454662
          ],
          [
           -0.20452420490104542
          ],
          [
           -0.17737608364956692
          ],
          [
           -0.15856348980057383
          ],
          [
           -0.12309068660976889
          ],
          [
           -0.11078552106042079
          ],
          [
           -0.11139691197325768
          ],
          [
           -0.1302423086647676
          ],
          [
           -0.1804931246814438
          ],
          [
           -0.2215396638558045
          ],
          [
           -0.2326420755243588
          ],
          [
           -0.2721699774941834
          ],
          [
           -0.32752896947182014
          ],
          [
           -0.4289720613885209
          ],
          [
           -0.5162424997952926
          ],
          [
           -0.558164553682206
          ],
          [
           -0.5319760214407937
          ],
          [
           -0.5049595464001535
          ],
          [
           -0.5109612110444749
          ],
          [
           -0.5444929688476648
          ],
          [
           -0.5702975194601532
          ],
          [
           -0.5959837108283138
          ],
          [
           -0.6629728360473713
          ],
          [
           -0.68925044806695
          ],
          [
           -0.707567328425298
          ],
          [
           -0.7296132409329262
          ],
          [
           -0.7352394485672946
          ],
          [
           -0.7773605283239561
          ],
          [
           -0.8073492241032558
          ],
          [
           -0.7955764480872223
          ],
          [
           -0.7348497077373033
          ],
          [
           -0.6485484313593338
          ],
          [
           -0.589146309923651
          ],
          [
           -0.5456795438912385
          ],
          [
           -0.4940280218339674
          ],
          [
           -0.4944863413720809
          ],
          [
           -0.4707314487887528
          ],
          [
           -0.41649026336911804
          ],
          [
           -0.35522590258256553
          ],
          [
           -0.2881976527570427
          ],
          [
           -0.2526450744710536
          ],
          [
           -0.225470016602895
          ],
          [
           -0.20260469242860232
          ],
          [
           -0.19017519589897422
          ],
          [
           -0.17683890364001056
          ],
          [
           -0.20211727291612477
          ],
          [
           -0.1978246424585261
          ],
          [
           -0.23200151593958337
          ],
          [
           -0.3078211361543313
          ],
          [
           -0.3807842179592307
          ],
          [
           -0.4292973370162926
          ],
          [
           -0.4816643204782932
          ],
          [
           -0.4997452852178051
          ],
          [
           -0.5089339587298485
          ],
          [
           -0.5210220893188878
          ],
          [
           -0.5405048013861249
          ],
          [
           -0.5781369686746725
          ],
          [
           -0.6484386692217575
          ],
          [
           -0.6719402678682727
          ],
          [
           -0.668384857125736
          ],
          [
           -0.6885256613118093
          ],
          [
           -0.7196875164130764
          ],
          [
           -0.786795226569144
          ],
          [
           -0.83571322607633
          ],
          [
           -0.8387350991774198
          ],
          [
           -0.8256450603581922
          ],
          [
           -0.8243422988540844
          ],
          [
           -0.8662327635101227
          ],
          [
           -0.9458106146043016
          ],
          [
           -1.049583651698505
          ],
          [
           -1.1555215407459718
          ],
          [
           -1.280258884154209
          ],
          [
           -1.3889569146308685
          ],
          [
           -1.4898905582853204
          ],
          [
           -1.6201108845234626
          ],
          [
           -1.7786861186034566
          ],
          [
           -1.9205746632796707
          ],
          [
           -2.04075876930144
          ],
          [
           -2.1261871822054994
          ],
          [
           -2.201374320433778
          ],
          [
           -2.2759428893902975
          ],
          [
           -2.3372169025183
          ],
          [
           -2.381938974118935
          ],
          [
           -2.424758719465435
          ],
          [
           -2.445028200463185
          ],
          [
           -2.4549216560012534
          ],
          [
           -2.4539283976094595
          ],
          [
           -2.4461096351960365
          ],
          [
           -2.4544852467206932
          ],
          [
           -2.507535594477533
          ],
          [
           -2.591175914782408
          ],
          [
           -2.687757872424742
          ],
          [
           -2.8070107496217362
          ],
          [
           -2.8924673183794463
          ],
          [
           -2.9762842069374877
          ],
          [
           -3.0485113671825506
          ],
          [
           -3.11103450251154
          ],
          [
           -3.1657836911256285
          ],
          [
           -3.194159951036708
          ],
          [
           -3.233645867321704
          ],
          [
           -3.2623716170680983
          ],
          [
           -3.2894188610766397
          ],
          [
           -3.302966275525574
          ],
          [
           -3.3067420026430274
          ],
          [
           -3.323320801548648
          ],
          [
           -3.324280087775381
          ],
          [
           -3.3242126802415424
          ],
          [
           -3.3234973982752574
          ],
          [
           -3.303930423371519
          ],
          [
           -3.300009463784728
          ],
          [
           -3.3026139641194785
          ],
          [
           -3.297822287309429
          ],
          [
           -3.281561539690344
          ],
          [
           -3.2761772719073643
          ],
          [
           -3.280214232589093
          ],
          [
           -3.282591491940061
          ],
          [
           -3.3019150194503224
          ],
          [
           -3.3165684958975614
          ],
          [
           -3.3176366186846624
          ],
          [
           -3.341294633186848
          ],
          [
           -3.3518319840194932
          ],
          [
           -3.3691439145270037
          ],
          [
           -3.3870089336085005
          ],
          [
           -3.3870392853589193
          ],
          [
           -3.383339927376552
          ],
          [
           -3.3805744004446936
          ],
          [
           -3.390665770302153
          ],
          [
           -3.376367936278705
          ],
          [
           -3.3769816542111775
          ],
          [
           -3.3683995378118876
          ],
          [
           -3.375818921393818
          ],
          [
           -3.376808989300106
          ],
          [
           -3.3762720446888577
          ],
          [
           -3.3698024681788428
          ],
          [
           -3.400999561650212
          ],
          [
           -3.4088728786286433
          ],
          [
           -3.4053302222908695
          ],
          [
           -3.411769768538907
          ],
          [
           -3.4371523367831456
          ],
          [
           -3.475633980510653
          ],
          [
           -3.4934382672643194
          ],
          [
           -3.516948928538058
          ],
          [
           -3.535124716698342
          ],
          [
           -3.528681645311516
          ],
          [
           -3.5564487300341114
          ],
          [
           -3.559179127940623
          ],
          [
           -3.5576579093296306
          ],
          [
           -3.5360541301400543
          ],
          [
           -3.510715577697413
          ],
          [
           -3.4676269948487644
          ],
          [
           -3.408720701889253
          ],
          [
           -3.3459644107887763
          ],
          [
           -3.3089424774490235
          ],
          [
           -3.263643651065908
          ],
          [
           -3.266936478584028
          ],
          [
           -3.2933392478019075
          ],
          [
           -3.290020885400473
          ],
          [
           -3.2617925848636133
          ],
          [
           -3.259974506679983
          ],
          [
           -3.222831546378563
          ],
          [
           -3.199299605375855
          ],
          [
           -3.18460807212117
          ],
          [
           -3.1835230341072753
          ],
          [
           -3.1924122020422825
          ],
          [
           -3.198214262813396
          ],
          [
           -3.1848745953175897
          ],
          [
           -3.1691489557746566
          ],
          [
           -3.1522778739318866
          ],
          [
           -3.1515684966255497
          ],
          [
           -3.1405020332162437
          ],
          [
           -3.130106098148838
          ],
          [
           -3.1326205382784886
          ],
          [
           -3.1283975188483564
          ],
          [
           -3.1274763293586987
          ],
          [
           -3.135735981931167
          ],
          [
           -3.1311085509854824
          ],
          [
           -3.204377287064922
          ],
          [
           -3.2403068778325075
          ],
          [
           -3.268185917071686
          ],
          [
           -3.2959180053087476
          ],
          [
           -3.3337481001258027
          ],
          [
           -3.377373479164527
          ],
          [
           -3.423128706049029
          ],
          [
           -3.4021377554047403
          ],
          [
           -3.4089050697448577
          ],
          [
           -3.3905490222767156
          ],
          [
           -3.394498935036932
          ],
          [
           -3.3911562041469425
          ],
          [
           -3.4209328780559316
          ],
          [
           -3.434191570062106
          ],
          [
           -3.450410759378525
          ],
          [
           -3.4810084791410643
          ],
          [
           -3.5256728067787146
          ],
          [
           -3.541701782900484
          ],
          [
           -3.522320763574136
          ],
          [
           -3.5115348601780823
          ],
          [
           -3.514760779776078
          ],
          [
           -3.5445088650884196
          ],
          [
           -3.5767120880047667
          ],
          [
           -3.5761952305967117
          ],
          [
           -3.5838459802002602
          ],
          [
           -3.6018624327629905
          ],
          [
           -3.6019604275937906
          ],
          [
           -3.6158850752299054
          ],
          [
           -3.619591440694312
          ],
          [
           -3.5872699785671793
          ],
          [
           -3.549652191766849
          ],
          [
           -3.480648788631431
          ],
          [
           -3.43841955374847
          ],
          [
           -3.4021438520990777
          ],
          [
           -3.3922688715367735
          ],
          [
           -3.3831808722120282
          ],
          [
           -3.375815947486251
          ],
          [
           -3.3767657315584514
          ],
          [
           -3.380026952860841
          ],
          [
           -3.378568050880594
          ],
          [
           -3.393257679295843
          ],
          [
           -3.3936112903695346
          ],
          [
           -3.384082417652299
          ],
          [
           -3.3785386734942904
          ],
          [
           -3.385188082011848
          ],
          [
           -3.389667490253294
          ],
          [
           -3.3785998318321946
          ],
          [
           -3.3605501682951755
          ],
          [
           -3.344593480384167
          ],
          [
           -3.3418401590383278
          ],
          [
           -3.3482478506856355
          ],
          [
           -3.3463818773999128
          ],
          [
           -3.3397845649908926
          ],
          [
           -3.2993211229276644
          ],
          [
           -3.283806256613928
          ],
          [
           -3.2670531245419854
          ],
          [
           -3.23366214318093
          ],
          [
           -3.2223826807085723
          ],
          [
           -3.2085775209800262
          ],
          [
           -3.2149178179662306
          ],
          [
           -3.2424175653921075
          ],
          [
           -3.282094408873266
          ],
          [
           -3.3142601012622386
          ],
          [
           -3.354215018208148
          ],
          [
           -3.3896407730050084
          ],
          [
           -3.413136320371775
          ],
          [
           -3.4201938241999192
          ],
          [
           -3.4018749302131255
          ],
          [
           -3.3802030036932766
          ],
          [
           -3.3657305126790127
          ],
          [
           -3.357883138053188
          ],
          [
           -3.3338344842803282
          ],
          [
           -3.3296572659056833
          ],
          [
           -3.343616186287957
          ],
          [
           -3.3395244811531035
          ],
          [
           -3.334833077093626
          ],
          [
           -3.315411249468956
          ],
          [
           -3.3126948498312645
          ],
          [
           -3.3013735190895392
          ],
          [
           -3.28137226381903
          ],
          [
           -3.285213552143121
          ],
          [
           -3.2915523220041765
          ],
          [
           -3.3118449104056773
          ],
          [
           -3.30515885347594
          ],
          [
           -3.3246041764925076
          ],
          [
           -3.3499301209827363
          ],
          [
           -3.3445045335598955
          ],
          [
           -3.370982479922496
          ],
          [
           -3.3719659647986333
          ],
          [
           -3.396129526343765
          ],
          [
           -3.43450317473411
          ],
          [
           -3.4443451106531735
          ],
          [
           -3.437357660009368
          ],
          [
           -3.451019740659152
          ],
          [
           -3.4421560688534893
          ],
          [
           -3.4417032114144286
          ],
          [
           -3.4348907227617818
          ],
          [
           -3.438521640480584
          ],
          [
           -3.4971187886493746
          ],
          [
           -3.50534395068094
          ],
          [
           -3.527139959336864
          ],
          [
           -3.533911769405581
          ],
          [
           -3.5656476757384343
          ],
          [
           -3.572409253969859
          ],
          [
           -3.5870460465757956
          ],
          [
           -3.6232401850597817
          ],
          [
           -3.657098138259796
          ],
          [
           -3.660535172665722
          ],
          [
           -3.6539448132777625
          ],
          [
           -3.650225335800867
          ],
          [
           -3.688959144721854
          ],
          [
           -3.7078908777069577
          ],
          [
           -3.706761801054425
          ],
          [
           -3.7046393021894026
          ],
          [
           -3.7145177769096103
          ],
          [
           -3.7067488922667056
          ],
          [
           -3.6866990111635003
          ],
          [
           -3.6703474722269864
          ],
          [
           -3.677643425981719
          ],
          [
           -3.6867238575754064
          ],
          [
           -3.6638336938735514
          ],
          [
           -3.631259761503668
          ],
          [
           -3.618706978699489
          ],
          [
           -3.6093316923310255
          ],
          [
           -3.602367687987708
          ],
          [
           -3.6004577849983335
          ],
          [
           -3.582154976214668
          ],
          [
           -3.5726677719035007
          ],
          [
           -3.55204340617119
          ],
          [
           -3.5270570539941315
          ],
          [
           -3.509255327828588
          ],
          [
           -3.512675170510584
          ],
          [
           -3.496275047089857
          ]
         ],
         "hovertemplate": "%{x}<br>shy_shampoo_rf8w34nf: %{y}<br><br>shy_shampoo_rf8w34nf=%{customdata[0]:.3f}<extra></extra>",
         "legendgroup": "shy_shampoo_rf8w34nf",
         "line": {
          "color": "#636EFA",
          "dash": "solid"
         },
         "name": "shy_shampoo_rf8w34nf",
         "showlegend": true,
         "type": "scatter",
         "x": [
          "2012-11-06T00:00:00",
          "2012-11-07T00:00:00",
          "2012-11-08T00:00:00",
          "2012-11-09T00:00:00",
          "2012-11-10T00:00:00",
          "2012-11-11T00:00:00",
          "2012-11-12T00:00:00",
          "2012-11-13T00:00:00",
          "2012-11-14T00:00:00",
          "2012-11-15T00:00:00",
          "2012-11-16T00:00:00",
          "2012-11-17T00:00:00",
          "2012-11-18T00:00:00",
          "2012-11-19T00:00:00",
          "2012-11-20T00:00:00",
          "2012-11-21T00:00:00",
          "2012-11-22T00:00:00",
          "2012-11-23T00:00:00",
          "2012-11-24T00:00:00",
          "2012-11-25T00:00:00",
          "2012-11-26T00:00:00",
          "2012-11-27T00:00:00",
          "2012-11-28T00:00:00",
          "2012-11-29T00:00:00",
          "2012-11-30T00:00:00",
          "2012-12-01T00:00:00",
          "2012-12-02T00:00:00",
          "2012-12-03T00:00:00",
          "2012-12-04T00:00:00",
          "2012-12-05T00:00:00",
          "2012-12-06T00:00:00",
          "2012-12-07T00:00:00",
          "2012-12-08T00:00:00",
          "2012-12-09T00:00:00",
          "2012-12-10T00:00:00",
          "2012-12-11T00:00:00",
          "2012-12-12T00:00:00",
          "2012-12-13T00:00:00",
          "2012-12-14T00:00:00",
          "2012-12-15T00:00:00",
          "2012-12-16T00:00:00",
          "2012-12-17T00:00:00",
          "2012-12-18T00:00:00",
          "2012-12-19T00:00:00",
          "2012-12-20T00:00:00",
          "2012-12-21T00:00:00",
          "2012-12-22T00:00:00",
          "2012-12-23T00:00:00",
          "2012-12-24T00:00:00",
          "2012-12-25T00:00:00",
          "2012-12-26T00:00:00",
          "2012-12-27T00:00:00",
          "2012-12-28T00:00:00",
          "2012-12-29T00:00:00",
          "2012-12-30T00:00:00",
          "2012-12-31T00:00:00",
          "2013-01-01T00:00:00",
          "2013-01-02T00:00:00",
          "2013-01-03T00:00:00",
          "2013-01-04T00:00:00",
          "2013-01-05T00:00:00",
          "2013-01-06T00:00:00",
          "2013-01-07T00:00:00",
          "2013-01-08T00:00:00",
          "2013-01-09T00:00:00",
          "2013-01-10T00:00:00",
          "2013-01-11T00:00:00",
          "2013-01-12T00:00:00",
          "2013-01-13T00:00:00",
          "2013-01-14T00:00:00",
          "2013-01-15T00:00:00",
          "2013-01-16T00:00:00",
          "2013-01-17T00:00:00",
          "2013-01-18T00:00:00",
          "2013-01-19T00:00:00",
          "2013-01-20T00:00:00",
          "2013-01-21T00:00:00",
          "2013-01-22T00:00:00",
          "2013-01-23T00:00:00",
          "2013-01-24T00:00:00",
          "2013-01-25T00:00:00",
          "2013-01-26T00:00:00",
          "2013-01-27T00:00:00",
          "2013-01-28T00:00:00",
          "2013-01-29T00:00:00",
          "2013-01-30T00:00:00",
          "2013-01-31T00:00:00",
          "2013-02-01T00:00:00",
          "2013-02-02T00:00:00",
          "2013-02-03T00:00:00",
          "2013-02-04T00:00:00",
          "2013-02-05T00:00:00",
          "2013-02-06T00:00:00",
          "2013-02-07T00:00:00",
          "2013-02-08T00:00:00",
          "2013-02-09T00:00:00",
          "2013-02-10T00:00:00",
          "2013-02-11T00:00:00",
          "2013-02-12T00:00:00",
          "2013-02-13T00:00:00",
          "2013-02-14T00:00:00",
          "2013-02-15T00:00:00",
          "2013-02-16T00:00:00",
          "2013-02-17T00:00:00",
          "2013-02-18T00:00:00",
          "2013-02-19T00:00:00",
          "2013-02-20T00:00:00",
          "2013-02-21T00:00:00",
          "2013-02-22T00:00:00",
          "2013-02-23T00:00:00",
          "2013-02-24T00:00:00",
          "2013-02-25T00:00:00",
          "2013-02-26T00:00:00",
          "2013-02-27T00:00:00",
          "2013-02-28T00:00:00",
          "2013-03-01T00:00:00",
          "2013-03-02T00:00:00",
          "2013-03-03T00:00:00",
          "2013-03-04T00:00:00",
          "2013-03-05T00:00:00",
          "2013-03-06T00:00:00",
          "2013-03-07T00:00:00",
          "2013-03-08T00:00:00",
          "2013-03-09T00:00:00",
          "2013-03-10T00:00:00",
          "2013-03-11T00:00:00",
          "2013-03-12T00:00:00",
          "2013-03-13T00:00:00",
          "2013-03-14T00:00:00",
          "2013-03-15T00:00:00",
          "2013-03-16T00:00:00",
          "2013-03-17T00:00:00",
          "2013-03-18T00:00:00",
          "2013-03-19T00:00:00",
          "2013-03-20T00:00:00",
          "2013-03-21T00:00:00",
          "2013-03-22T00:00:00",
          "2013-03-23T00:00:00",
          "2013-03-24T00:00:00",
          "2013-03-25T00:00:00",
          "2013-03-26T00:00:00",
          "2013-03-27T00:00:00",
          "2013-03-28T00:00:00",
          "2013-03-29T00:00:00",
          "2013-03-30T00:00:00",
          "2013-03-31T00:00:00",
          "2013-04-01T00:00:00",
          "2013-04-02T00:00:00",
          "2013-04-03T00:00:00",
          "2013-04-04T00:00:00",
          "2013-04-05T00:00:00",
          "2013-04-06T00:00:00",
          "2013-04-07T00:00:00",
          "2013-04-08T00:00:00",
          "2013-04-09T00:00:00",
          "2013-04-10T00:00:00",
          "2013-04-11T00:00:00",
          "2013-04-12T00:00:00",
          "2013-04-13T00:00:00",
          "2013-04-14T00:00:00",
          "2013-04-15T00:00:00",
          "2013-04-16T00:00:00",
          "2013-04-17T00:00:00",
          "2013-04-18T00:00:00",
          "2013-04-19T00:00:00",
          "2013-04-20T00:00:00",
          "2013-04-21T00:00:00",
          "2013-04-22T00:00:00",
          "2013-04-23T00:00:00",
          "2013-04-24T00:00:00",
          "2013-04-25T00:00:00",
          "2013-04-26T00:00:00",
          "2013-04-27T00:00:00",
          "2013-04-28T00:00:00",
          "2013-04-29T00:00:00",
          "2013-04-30T00:00:00",
          "2013-05-01T00:00:00",
          "2013-05-02T00:00:00",
          "2013-05-03T00:00:00",
          "2013-05-04T00:00:00",
          "2013-05-05T00:00:00",
          "2013-05-06T00:00:00",
          "2013-05-07T00:00:00",
          "2013-05-08T00:00:00",
          "2013-05-09T00:00:00",
          "2013-05-10T00:00:00",
          "2013-05-11T00:00:00",
          "2013-05-12T00:00:00",
          "2013-05-13T00:00:00",
          "2013-05-14T00:00:00",
          "2013-05-15T00:00:00",
          "2013-05-16T00:00:00",
          "2013-05-17T00:00:00",
          "2013-05-18T00:00:00",
          "2013-05-19T00:00:00",
          "2013-05-20T00:00:00",
          "2013-05-21T00:00:00",
          "2013-05-22T00:00:00",
          "2013-05-23T00:00:00",
          "2013-05-24T00:00:00",
          "2013-05-25T00:00:00",
          "2013-05-26T00:00:00",
          "2013-05-27T00:00:00",
          "2013-05-28T00:00:00",
          "2013-05-29T00:00:00",
          "2013-05-30T00:00:00",
          "2013-05-31T00:00:00",
          "2013-06-01T00:00:00",
          "2013-06-02T00:00:00",
          "2013-06-03T00:00:00",
          "2013-06-04T00:00:00",
          "2013-06-05T00:00:00",
          "2013-06-06T00:00:00",
          "2013-06-07T00:00:00",
          "2013-06-08T00:00:00",
          "2013-06-09T00:00:00",
          "2013-06-10T00:00:00",
          "2013-06-11T00:00:00",
          "2013-06-12T00:00:00",
          "2013-06-13T00:00:00",
          "2013-06-14T00:00:00",
          "2013-06-15T00:00:00",
          "2013-06-16T00:00:00",
          "2013-06-17T00:00:00",
          "2013-06-18T00:00:00",
          "2013-06-19T00:00:00",
          "2013-06-20T00:00:00",
          "2013-06-21T00:00:00",
          "2013-06-22T00:00:00",
          "2013-06-23T00:00:00",
          "2013-06-24T00:00:00",
          "2013-06-25T00:00:00",
          "2013-06-26T00:00:00",
          "2013-06-27T00:00:00",
          "2013-06-28T00:00:00",
          "2013-06-29T00:00:00",
          "2013-06-30T00:00:00",
          "2013-07-01T00:00:00",
          "2013-07-02T00:00:00",
          "2013-07-03T00:00:00",
          "2013-07-04T00:00:00",
          "2013-07-05T00:00:00",
          "2013-07-06T00:00:00",
          "2013-07-07T00:00:00",
          "2013-07-08T00:00:00",
          "2013-07-09T00:00:00",
          "2013-07-10T00:00:00",
          "2013-07-11T00:00:00",
          "2013-07-12T00:00:00",
          "2013-07-13T00:00:00",
          "2013-07-14T00:00:00",
          "2013-07-15T00:00:00",
          "2013-07-16T00:00:00",
          "2013-07-17T00:00:00",
          "2013-07-18T00:00:00",
          "2013-07-19T00:00:00",
          "2013-07-20T00:00:00",
          "2013-07-21T00:00:00",
          "2013-07-22T00:00:00",
          "2013-07-23T00:00:00",
          "2013-07-24T00:00:00",
          "2013-07-25T00:00:00",
          "2013-07-26T00:00:00",
          "2013-07-27T00:00:00",
          "2013-07-28T00:00:00",
          "2013-07-29T00:00:00",
          "2013-07-30T00:00:00",
          "2013-07-31T00:00:00",
          "2013-08-01T00:00:00",
          "2013-08-02T00:00:00",
          "2013-08-03T00:00:00",
          "2013-08-04T00:00:00",
          "2013-08-05T00:00:00",
          "2013-08-06T00:00:00",
          "2013-08-07T00:00:00",
          "2013-08-08T00:00:00",
          "2013-08-09T00:00:00",
          "2013-08-10T00:00:00",
          "2013-08-11T00:00:00",
          "2013-08-12T00:00:00",
          "2013-08-13T00:00:00",
          "2013-08-14T00:00:00",
          "2013-08-15T00:00:00",
          "2013-08-16T00:00:00",
          "2013-08-17T00:00:00",
          "2013-08-18T00:00:00",
          "2013-08-19T00:00:00",
          "2013-08-20T00:00:00",
          "2013-08-21T00:00:00",
          "2013-08-22T00:00:00",
          "2013-08-23T00:00:00",
          "2013-08-24T00:00:00",
          "2013-08-25T00:00:00",
          "2013-08-26T00:00:00",
          "2013-08-27T00:00:00",
          "2013-08-28T00:00:00",
          "2013-08-29T00:00:00",
          "2013-08-30T00:00:00",
          "2013-08-31T00:00:00",
          "2013-09-01T00:00:00",
          "2013-09-02T00:00:00",
          "2013-09-03T00:00:00",
          "2013-09-04T00:00:00",
          "2013-09-05T00:00:00",
          "2013-09-06T00:00:00",
          "2013-09-07T00:00:00",
          "2013-09-08T00:00:00",
          "2013-09-09T00:00:00",
          "2013-09-10T00:00:00",
          "2013-09-11T00:00:00",
          "2013-09-12T00:00:00",
          "2013-09-13T00:00:00",
          "2013-09-14T00:00:00",
          "2013-09-15T00:00:00",
          "2013-09-16T00:00:00",
          "2013-09-17T00:00:00",
          "2013-09-18T00:00:00",
          "2013-09-19T00:00:00",
          "2013-09-20T00:00:00",
          "2013-09-21T00:00:00",
          "2013-09-22T00:00:00",
          "2013-09-23T00:00:00",
          "2013-09-24T00:00:00",
          "2013-09-25T00:00:00",
          "2013-09-26T00:00:00",
          "2013-09-27T00:00:00",
          "2013-09-28T00:00:00",
          "2013-09-29T00:00:00",
          "2013-09-30T00:00:00",
          "2013-10-01T00:00:00",
          "2013-10-02T00:00:00",
          "2013-10-03T00:00:00",
          "2013-10-04T00:00:00",
          "2013-10-05T00:00:00",
          "2013-10-06T00:00:00",
          "2013-10-07T00:00:00",
          "2013-10-08T00:00:00",
          "2013-10-09T00:00:00",
          "2013-10-10T00:00:00",
          "2013-10-11T00:00:00",
          "2013-10-12T00:00:00",
          "2013-10-13T00:00:00",
          "2013-10-14T00:00:00",
          "2013-10-15T00:00:00",
          "2013-10-16T00:00:00",
          "2013-10-17T00:00:00",
          "2013-10-18T00:00:00",
          "2013-10-19T00:00:00",
          "2013-10-20T00:00:00",
          "2013-10-21T00:00:00",
          "2013-10-22T00:00:00",
          "2013-10-23T00:00:00",
          "2013-10-24T00:00:00",
          "2013-10-25T00:00:00",
          "2013-10-26T00:00:00",
          "2013-10-27T00:00:00",
          "2013-10-28T00:00:00",
          "2013-10-29T00:00:00",
          "2013-10-30T00:00:00",
          "2013-10-31T00:00:00",
          "2013-11-01T00:00:00",
          "2013-11-02T00:00:00",
          "2013-11-03T00:00:00",
          "2013-11-04T00:00:00",
          "2013-11-05T00:00:00",
          "2013-11-06T00:00:00",
          "2013-11-07T00:00:00",
          "2013-11-08T00:00:00",
          "2013-11-09T00:00:00",
          "2013-11-10T00:00:00",
          "2013-11-11T00:00:00",
          "2013-11-12T00:00:00",
          "2013-11-13T00:00:00",
          "2013-11-14T00:00:00",
          "2013-11-15T00:00:00",
          "2013-11-16T00:00:00",
          "2013-11-17T00:00:00",
          "2013-11-18T00:00:00",
          "2013-11-19T00:00:00",
          "2013-11-20T00:00:00",
          "2013-11-21T00:00:00",
          "2013-11-22T00:00:00",
          "2013-11-23T00:00:00",
          "2013-11-24T00:00:00",
          "2013-11-25T00:00:00",
          "2013-11-26T00:00:00",
          "2013-11-27T00:00:00",
          "2013-11-28T00:00:00",
          "2013-11-29T00:00:00",
          "2013-11-30T00:00:00",
          "2013-12-01T00:00:00",
          "2013-12-02T00:00:00",
          "2013-12-03T00:00:00",
          "2013-12-04T00:00:00",
          "2013-12-05T00:00:00",
          "2013-12-06T00:00:00",
          "2013-12-07T00:00:00",
          "2013-12-08T00:00:00",
          "2013-12-09T00:00:00",
          "2013-12-10T00:00:00",
          "2013-12-11T00:00:00",
          "2013-12-12T00:00:00",
          "2013-12-13T00:00:00",
          "2013-12-14T00:00:00",
          "2013-12-15T00:00:00",
          "2013-12-16T00:00:00",
          "2013-12-17T00:00:00",
          "2013-12-18T00:00:00",
          "2013-12-19T00:00:00",
          "2013-12-20T00:00:00",
          "2013-12-21T00:00:00",
          "2013-12-22T00:00:00",
          "2013-12-23T00:00:00",
          "2013-12-24T00:00:00",
          "2013-12-25T00:00:00",
          "2013-12-26T00:00:00",
          "2013-12-27T00:00:00",
          "2013-12-28T00:00:00",
          "2013-12-29T00:00:00",
          "2013-12-30T00:00:00",
          "2013-12-31T00:00:00",
          "2014-01-01T00:00:00",
          "2014-01-02T00:00:00",
          "2014-01-03T00:00:00",
          "2014-01-04T00:00:00",
          "2014-01-05T00:00:00",
          "2014-01-06T00:00:00",
          "2014-01-07T00:00:00",
          "2014-01-08T00:00:00",
          "2014-01-09T00:00:00",
          "2014-01-10T00:00:00",
          "2014-01-11T00:00:00",
          "2014-01-12T00:00:00",
          "2014-01-13T00:00:00",
          "2014-01-14T00:00:00",
          "2014-01-15T00:00:00",
          "2014-01-16T00:00:00",
          "2014-01-17T00:00:00",
          "2014-01-18T00:00:00",
          "2014-01-19T00:00:00",
          "2014-01-20T00:00:00",
          "2014-01-21T00:00:00",
          "2014-01-22T00:00:00",
          "2014-01-23T00:00:00",
          "2014-01-24T00:00:00",
          "2014-01-25T00:00:00",
          "2014-01-26T00:00:00",
          "2014-01-27T00:00:00",
          "2014-01-28T00:00:00",
          "2014-01-29T00:00:00",
          "2014-01-30T00:00:00",
          "2014-01-31T00:00:00",
          "2014-02-01T00:00:00",
          "2014-02-02T00:00:00",
          "2014-02-03T00:00:00",
          "2014-02-04T00:00:00",
          "2014-02-05T00:00:00",
          "2014-02-06T00:00:00",
          "2014-02-07T00:00:00",
          "2014-02-08T00:00:00",
          "2014-02-09T00:00:00",
          "2014-02-10T00:00:00",
          "2014-02-11T00:00:00",
          "2014-02-12T00:00:00",
          "2014-02-13T00:00:00",
          "2014-02-14T00:00:00",
          "2014-02-15T00:00:00",
          "2014-02-16T00:00:00",
          "2014-02-17T00:00:00",
          "2014-02-18T00:00:00",
          "2014-02-19T00:00:00",
          "2014-02-20T00:00:00",
          "2014-02-21T00:00:00",
          "2014-02-22T00:00:00",
          "2014-02-23T00:00:00",
          "2014-02-24T00:00:00",
          "2014-02-25T00:00:00",
          "2014-02-26T00:00:00",
          "2014-02-27T00:00:00",
          "2014-02-28T00:00:00",
          "2014-03-01T00:00:00",
          "2014-03-02T00:00:00",
          "2014-03-03T00:00:00",
          "2014-03-04T00:00:00",
          "2014-03-05T00:00:00",
          "2014-03-06T00:00:00",
          "2014-03-07T00:00:00",
          "2014-03-08T00:00:00",
          "2014-03-09T00:00:00",
          "2014-03-10T00:00:00",
          "2014-03-11T00:00:00",
          "2014-03-12T00:00:00",
          "2014-03-13T00:00:00",
          "2014-03-14T00:00:00",
          "2014-03-15T00:00:00",
          "2014-03-16T00:00:00",
          "2014-03-17T00:00:00",
          "2014-03-18T00:00:00",
          "2014-03-19T00:00:00",
          "2014-03-20T00:00:00",
          "2014-03-21T00:00:00",
          "2014-03-22T00:00:00",
          "2014-03-23T00:00:00",
          "2014-03-24T00:00:00",
          "2014-03-25T00:00:00",
          "2014-03-26T00:00:00",
          "2014-03-27T00:00:00",
          "2014-03-28T00:00:00",
          "2014-03-29T00:00:00",
          "2014-03-30T00:00:00",
          "2014-03-31T00:00:00",
          "2014-04-01T00:00:00",
          "2014-04-02T00:00:00",
          "2014-04-03T00:00:00",
          "2014-04-04T00:00:00",
          "2014-04-05T00:00:00",
          "2014-04-06T00:00:00",
          "2014-04-07T00:00:00",
          "2014-04-08T00:00:00",
          "2014-04-09T00:00:00",
          "2014-04-10T00:00:00",
          "2014-04-11T00:00:00",
          "2014-04-12T00:00:00",
          "2014-04-13T00:00:00",
          "2014-04-14T00:00:00",
          "2014-04-15T00:00:00",
          "2014-04-16T00:00:00",
          "2014-04-17T00:00:00",
          "2014-04-18T00:00:00",
          "2014-04-19T00:00:00",
          "2014-04-20T00:00:00",
          "2014-04-21T00:00:00",
          "2014-04-22T00:00:00",
          "2014-04-23T00:00:00",
          "2014-04-24T00:00:00",
          "2014-04-25T00:00:00",
          "2014-04-26T00:00:00",
          "2014-04-27T00:00:00",
          "2014-04-28T00:00:00",
          "2014-04-29T00:00:00",
          "2014-04-30T00:00:00",
          "2014-05-01T00:00:00",
          "2014-05-02T00:00:00",
          "2014-05-03T00:00:00",
          "2014-05-04T00:00:00",
          "2014-05-05T00:00:00",
          "2014-05-06T00:00:00",
          "2014-05-07T00:00:00",
          "2014-05-08T00:00:00",
          "2014-05-09T00:00:00",
          "2014-05-10T00:00:00",
          "2014-05-11T00:00:00",
          "2014-05-12T00:00:00",
          "2014-05-13T00:00:00",
          "2014-05-14T00:00:00",
          "2014-05-15T00:00:00",
          "2014-05-16T00:00:00",
          "2014-05-17T00:00:00",
          "2014-05-18T00:00:00",
          "2014-05-19T00:00:00",
          "2014-05-20T00:00:00",
          "2014-05-21T00:00:00",
          "2014-05-22T00:00:00",
          "2014-05-23T00:00:00",
          "2014-05-24T00:00:00",
          "2014-05-25T00:00:00",
          "2014-05-26T00:00:00",
          "2014-05-27T00:00:00",
          "2014-05-28T00:00:00",
          "2014-05-29T00:00:00",
          "2014-05-30T00:00:00",
          "2014-05-31T00:00:00",
          "2014-06-01T00:00:00",
          "2014-06-02T00:00:00",
          "2014-06-03T00:00:00",
          "2014-06-04T00:00:00",
          "2014-06-05T00:00:00",
          "2014-06-06T00:00:00",
          "2014-06-07T00:00:00",
          "2014-06-08T00:00:00",
          "2014-06-09T00:00:00",
          "2014-06-10T00:00:00",
          "2014-06-11T00:00:00",
          "2014-06-12T00:00:00",
          "2014-06-13T00:00:00",
          "2014-06-14T00:00:00",
          "2014-06-15T00:00:00",
          "2014-06-16T00:00:00",
          "2014-06-17T00:00:00",
          "2014-06-18T00:00:00",
          "2014-06-19T00:00:00",
          "2014-06-20T00:00:00",
          "2014-06-21T00:00:00",
          "2014-06-22T00:00:00",
          "2014-06-23T00:00:00",
          "2014-06-24T00:00:00",
          "2014-06-25T00:00:00",
          "2014-06-26T00:00:00",
          "2014-06-27T00:00:00",
          "2014-06-28T00:00:00",
          "2014-06-29T00:00:00",
          "2014-06-30T00:00:00",
          "2014-07-01T00:00:00",
          "2014-07-02T00:00:00",
          "2014-07-03T00:00:00",
          "2014-07-04T00:00:00",
          "2014-07-05T00:00:00",
          "2014-07-06T00:00:00",
          "2014-07-07T00:00:00",
          "2014-07-08T00:00:00",
          "2014-07-09T00:00:00",
          "2014-07-10T00:00:00",
          "2014-07-11T00:00:00",
          "2014-07-12T00:00:00",
          "2014-07-13T00:00:00",
          "2014-07-14T00:00:00",
          "2014-07-15T00:00:00",
          "2014-07-16T00:00:00",
          "2014-07-17T00:00:00",
          "2014-07-18T00:00:00",
          "2014-07-19T00:00:00",
          "2014-07-20T00:00:00",
          "2014-07-21T00:00:00",
          "2014-07-22T00:00:00",
          "2014-07-23T00:00:00",
          "2014-07-24T00:00:00",
          "2014-07-25T00:00:00",
          "2014-07-26T00:00:00",
          "2014-07-27T00:00:00",
          "2014-07-28T00:00:00",
          "2014-07-29T00:00:00",
          "2014-07-30T00:00:00",
          "2014-07-31T00:00:00",
          "2014-08-01T00:00:00",
          "2014-08-02T00:00:00",
          "2014-08-03T00:00:00",
          "2014-08-04T00:00:00",
          "2014-08-05T00:00:00",
          "2014-08-06T00:00:00",
          "2014-08-07T00:00:00",
          "2014-08-08T00:00:00",
          "2014-08-09T00:00:00",
          "2014-08-10T00:00:00",
          "2014-08-11T00:00:00",
          "2014-08-12T00:00:00",
          "2014-08-13T00:00:00",
          "2014-08-14T00:00:00",
          "2014-08-15T00:00:00",
          "2014-08-16T00:00:00",
          "2014-08-17T00:00:00",
          "2014-08-18T00:00:00",
          "2014-08-19T00:00:00",
          "2014-08-20T00:00:00",
          "2014-08-21T00:00:00",
          "2014-08-22T00:00:00",
          "2014-08-23T00:00:00",
          "2014-08-24T00:00:00",
          "2014-08-25T00:00:00",
          "2014-08-26T00:00:00",
          "2014-08-27T00:00:00",
          "2014-08-28T00:00:00",
          "2014-08-29T00:00:00",
          "2014-08-30T00:00:00",
          "2014-08-31T00:00:00",
          "2014-09-01T00:00:00",
          "2014-09-02T00:00:00",
          "2014-09-03T00:00:00",
          "2014-09-04T00:00:00",
          "2014-09-05T00:00:00",
          "2014-09-06T00:00:00",
          "2014-09-07T00:00:00",
          "2014-09-08T00:00:00",
          "2014-09-09T00:00:00",
          "2014-09-10T00:00:00",
          "2014-09-11T00:00:00",
          "2014-09-12T00:00:00",
          "2014-09-13T00:00:00",
          "2014-09-14T00:00:00",
          "2014-09-15T00:00:00",
          "2014-09-16T00:00:00",
          "2014-09-17T00:00:00",
          "2014-09-18T00:00:00",
          "2014-09-19T00:00:00",
          "2014-09-20T00:00:00",
          "2014-09-21T00:00:00",
          "2014-09-22T00:00:00",
          "2014-09-23T00:00:00",
          "2014-09-24T00:00:00",
          "2014-09-25T00:00:00",
          "2014-09-26T00:00:00",
          "2014-09-27T00:00:00",
          "2014-09-28T00:00:00",
          "2014-09-29T00:00:00",
          "2014-09-30T00:00:00",
          "2014-10-01T00:00:00",
          "2014-10-02T00:00:00",
          "2014-10-03T00:00:00",
          "2014-10-04T00:00:00",
          "2014-10-05T00:00:00",
          "2014-10-06T00:00:00",
          "2014-10-07T00:00:00",
          "2014-10-08T00:00:00",
          "2014-10-09T00:00:00",
          "2014-10-10T00:00:00",
          "2014-10-11T00:00:00",
          "2014-10-12T00:00:00",
          "2014-10-13T00:00:00",
          "2014-10-14T00:00:00",
          "2014-10-15T00:00:00",
          "2014-10-16T00:00:00",
          "2014-10-17T00:00:00",
          "2014-10-18T00:00:00",
          "2014-10-19T00:00:00",
          "2014-10-20T00:00:00",
          "2014-10-21T00:00:00",
          "2014-10-22T00:00:00",
          "2014-10-23T00:00:00",
          "2014-10-24T00:00:00",
          "2014-10-25T00:00:00",
          "2014-10-26T00:00:00",
          "2014-10-27T00:00:00",
          "2014-10-28T00:00:00",
          "2014-10-29T00:00:00",
          "2014-10-30T00:00:00",
          "2014-10-31T00:00:00",
          "2014-11-01T00:00:00",
          "2014-11-02T00:00:00",
          "2014-11-03T00:00:00",
          "2014-11-04T00:00:00",
          "2014-11-05T00:00:00",
          "2014-11-06T00:00:00",
          "2014-11-07T00:00:00",
          "2014-11-08T00:00:00",
          "2014-11-09T00:00:00",
          "2014-11-10T00:00:00",
          "2014-11-11T00:00:00",
          "2014-11-12T00:00:00",
          "2014-11-13T00:00:00",
          "2014-11-14T00:00:00",
          "2014-11-15T00:00:00",
          "2014-11-16T00:00:00",
          "2014-11-17T00:00:00",
          "2014-11-18T00:00:00",
          "2014-11-19T00:00:00",
          "2014-11-20T00:00:00",
          "2014-11-21T00:00:00",
          "2014-11-22T00:00:00",
          "2014-11-23T00:00:00",
          "2014-11-24T00:00:00",
          "2014-11-25T00:00:00",
          "2014-11-26T00:00:00",
          "2014-11-27T00:00:00",
          "2014-11-28T00:00:00",
          "2014-11-29T00:00:00",
          "2014-11-30T00:00:00",
          "2014-12-01T00:00:00",
          "2014-12-02T00:00:00",
          "2014-12-03T00:00:00",
          "2014-12-04T00:00:00",
          "2014-12-05T00:00:00",
          "2014-12-06T00:00:00",
          "2014-12-07T00:00:00",
          "2014-12-08T00:00:00",
          "2014-12-09T00:00:00",
          "2014-12-10T00:00:00",
          "2014-12-11T00:00:00",
          "2014-12-12T00:00:00",
          "2014-12-13T00:00:00",
          "2014-12-14T00:00:00",
          "2014-12-15T00:00:00",
          "2014-12-16T00:00:00",
          "2014-12-17T00:00:00",
          "2014-12-18T00:00:00",
          "2014-12-19T00:00:00",
          "2014-12-20T00:00:00",
          "2014-12-21T00:00:00",
          "2014-12-22T00:00:00",
          "2014-12-23T00:00:00",
          "2014-12-24T00:00:00",
          "2014-12-25T00:00:00",
          "2014-12-26T00:00:00",
          "2014-12-27T00:00:00",
          "2014-12-28T00:00:00",
          "2014-12-29T00:00:00",
          "2014-12-30T00:00:00",
          "2014-12-31T00:00:00",
          "2015-01-01T00:00:00",
          "2015-01-02T00:00:00",
          "2015-01-03T00:00:00",
          "2015-01-04T00:00:00",
          "2015-01-05T00:00:00",
          "2015-01-06T00:00:00",
          "2015-01-07T00:00:00",
          "2015-01-08T00:00:00",
          "2015-01-09T00:00:00",
          "2015-01-10T00:00:00",
          "2015-01-11T00:00:00",
          "2015-01-12T00:00:00",
          "2015-01-13T00:00:00",
          "2015-01-14T00:00:00",
          "2015-01-15T00:00:00",
          "2015-01-16T00:00:00",
          "2015-01-17T00:00:00",
          "2015-01-18T00:00:00",
          "2015-01-19T00:00:00",
          "2015-01-20T00:00:00",
          "2015-01-21T00:00:00",
          "2015-01-22T00:00:00",
          "2015-01-23T00:00:00",
          "2015-01-24T00:00:00",
          "2015-01-25T00:00:00",
          "2015-01-26T00:00:00",
          "2015-01-27T00:00:00",
          "2015-01-28T00:00:00",
          "2015-01-29T00:00:00",
          "2015-01-30T00:00:00",
          "2015-01-31T00:00:00",
          "2015-02-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          0.9206440538224204,
          0.9159079266424016,
          0.915372043797006,
          0.9163096940304062,
          0.9163418152977031,
          0.9168649006956946,
          0.9175811879714161,
          0.9179259993383991,
          0.9183524968020729,
          0.918127224198929,
          0.9186238752608489,
          0.9190126087253109,
          0.9194005725621446,
          0.9201639656296989,
          0.9212002682927314,
          0.9218723158865102,
          0.9231987819071542,
          0.9241080371770989,
          0.9246009710913409,
          0.9248917339491796,
          0.9253428241236112,
          0.9256905837928835,
          0.9263846166224289,
          0.927201218611586,
          0.9284390852296486,
          0.9289417900039791,
          0.929468991346862,
          0.9297149444466081,
          0.9299018370424286,
          0.9304207542266922,
          0.9306344639077093,
          0.9306933471320529,
          0.9312514773635673,
          0.9316907128363903,
          0.9321377251764403,
          0.9326036791160731,
          0.9325875396816735,
          0.9321155627728605,
          0.9319002953683694,
          0.9315613172303666,
          0.9320220075091818,
          0.9317632731597183,
          0.9319944475792852,
          0.9318492893775924,
          0.9314004367249687,
          0.9311294795213465,
          0.9310484907314434,
          0.9304285802821871,
          0.9297419974386303,
          0.929472995370896,
          0.9291506208642839,
          0.9296840467147146,
          0.9297362385112402,
          0.9297964319620252,
          0.9293149968285505,
          0.9285164804993143,
          0.9280969238772486,
          0.9276341598348976,
          0.9278388272281229,
          0.9276332027791616,
          0.9269483022256104,
          0.9262818429284762,
          0.9258347292360982,
          0.925510800850948,
          0.9256486632279971,
          0.9255036046800873,
          0.9257396207405313,
          0.9265727366903568,
          0.9266886381073212,
          0.9276577168492726,
          0.9280258209165595,
          0.9282206480098801,
          0.9282999684613281,
          0.9280783396613809,
          0.928483661489706,
          0.9292556451409173,
          0.9296983892083264,
          0.9298439768796766,
          0.9293491284488055,
          0.9292417485432972,
          0.9282542423660075,
          0.9278753140645172,
          0.9269867270097446,
          0.9258626147199446,
          0.9251021353175857,
          0.9249132813298191,
          0.9247945265202651,
          0.9247763367832093,
          0.924645601964664,
          0.9244503930031329,
          0.9248148627514493,
          0.9251437093657215,
          0.9253255438876923,
          0.9263152901471645,
          0.9269203120074803,
          0.9273591413875907,
          0.9276849760165907,
          0.9277518955534368,
          0.9277790642822994,
          0.9277310368021273,
          0.9278254146967362,
          0.9279270639923257,
          0.9285429711892368,
          0.9285020392297515,
          0.9284987992627228,
          0.9281667795476987,
          0.9276551498824107,
          0.9275158440245087,
          0.9271884185371856,
          0.9279214356827352,
          0.9280343882589244,
          0.9283126420949241,
          0.9286807151231553,
          0.9287528845652552,
          0.9283184038501812,
          0.9280821914689718,
          0.9279481288968485,
          0.9278703732876007,
          0.9279631454226616,
          0.9279718581757075,
          0.9277951241139056,
          0.9273580541232767,
          0.9269605893901782,
          0.9264231474190631,
          0.9256133924754761,
          0.9247456896234376,
          0.9242559301119052,
          0.923800829178036,
          0.9235972816785205,
          0.9237723629745953,
          0.9235103532902547,
          0.9232400024680482,
          0.9233663616802724,
          0.9233439345416855,
          0.923984668324616,
          0.9247544493644855,
          0.9255633701658414,
          0.9264868290587875,
          0.9272168118312336,
          0.9272917681917232,
          0.9271977381369949,
          0.9274171054486753,
          0.9277840274157051,
          0.928124596326435,
          0.9278826509641385,
          0.929045992194298,
          0.9300044592937567,
          0.9307283015176882,
          0.9312852764631969,
          0.9314192936335617,
          0.9312665814270891,
          0.9314177015578334,
          0.9318807859030853,
          0.9323828771854296,
          0.9324876557546894,
          0.932344685945982,
          0.9325115448908372,
          0.9330309703920643,
          0.9331825997277059,
          0.9333358337513651,
          0.9326658843113569,
          0.9325214732848435,
          0.932253198463247,
          0.932118703094649,
          0.9311967086813067,
          0.9305039962822831,
          0.9297070371410365,
          0.9284449183232845,
          0.9275393631281207,
          0.9270470253003364,
          0.9272763371723092,
          0.9277760636443348,
          0.9274809496562115,
          0.927319040053301,
          0.9269416538041647,
          0.927482461662396,
          0.92785569606075,
          0.9282633342673106,
          0.9278712209057564,
          0.9276034199098541,
          0.9274863874098968,
          0.9272683866212583,
          0.927220264058515,
          0.9271778627747524,
          0.9271646049495887,
          0.9272181307337969,
          0.9276558922379833,
          0.9278750707306271,
          0.9278951627803405,
          0.9277185339008349,
          0.9275536264787474,
          0.927565317555205,
          0.9270853758412441,
          0.9265534562577422,
          0.9261905750385793,
          0.926662998084872,
          0.9269487587899283,
          0.9272117590876177,
          0.9273490262324022,
          0.9269206002977646,
          0.9263932510417776,
          0.9256291874195353,
          0.9256922232064203,
          0.9258152676376619,
          0.9258771859765584,
          0.9256266620270535,
          0.9255659679963554,
          0.9257366259610144,
          0.9254010550242632,
          0.9259953725258037,
          0.9266596487281891,
          0.9271577895752209,
          0.9283630678278072,
          0.9296676998148495,
          0.9302958106444805,
          0.9301695114070551,
          0.9306159429611094,
          0.931263085887353,
          0.9319020643687623,
          0.9328437888238328,
          0.9335223041997849,
          0.9340408505052307,
          0.9344153061638157,
          0.9355668406731728,
          0.9358032234449979,
          0.9354460854565031,
          0.9352807387452743,
          0.9355163100969744,
          0.9355079785800648,
          0.9353849138301468,
          0.9361572356336915,
          0.936883692064128,
          0.937765933417043,
          0.9379445416831679,
          0.9381322665040694,
          0.9380238531381928,
          0.9381545610097293,
          0.9377134565845376,
          0.9375089427615725,
          0.9371146804562597,
          0.936563916839828,
          0.9362357042860947,
          0.935664670037653,
          0.9348935618814168,
          0.9337653548105646,
          0.933024752509038,
          0.9327053360875521,
          0.9322483065047705,
          0.9312122904839486,
          0.9298711887861172,
          0.9285195355621245,
          0.9279138255068239,
          0.9273624916173883,
          0.9268775265476392,
          0.9257921931544758,
          0.9244636925358467,
          0.9242810217938087,
          0.9242131810594663,
          0.9237878784467124,
          0.9230981917707686,
          0.9229372892141371,
          0.9223163941715372,
          0.9215389694802779,
          0.9207600948630488,
          0.920731712438303,
          0.9203580158260821,
          0.9196405457172796,
          0.9191233711413092,
          0.9184012242450605,
          0.9177470790015275,
          0.9165052029299936,
          0.9163678603931522,
          0.9165176952182961,
          0.9168036608628042,
          0.9173280408184863,
          0.9175581901862881,
          0.9181688426195433,
          0.9179542841178929,
          0.9173636000710301,
          0.9168342521830315,
          0.9165186037315137,
          0.9162830688409129,
          0.9157969855269628,
          0.9160791190391263,
          0.9164227871842949,
          0.9169918042850886,
          0.9180945998036276,
          0.9180520680013114,
          0.9188206678843207,
          0.9202910302659365,
          0.9218821535480628,
          0.9228220339090167,
          0.9239601826961492,
          0.9249448950451696,
          0.925695816884173,
          0.9260131306365732,
          0.9266206934740683,
          0.9280714078129821,
          0.9289040474668526,
          0.9298295381472548,
          0.9305394265398389,
          0.9305966876300372,
          0.930040765497306,
          0.9287361926487934,
          0.9277792345347934,
          0.9263053150347706,
          0.9252516909457273,
          0.9243891596561744,
          0.9233979689069398,
          0.9218498228486017,
          0.9209345526747188,
          0.9189266592512623,
          0.9179592130764388,
          0.9170761354657614,
          0.9164426990537609,
          0.9166652386938979,
          0.9165341055287844,
          0.9160222762176657,
          0.9163134264152057,
          0.9158003651792894,
          0.9151409105157351,
          0.9146171624962384,
          0.9138547535063215,
          0.9133182699446025,
          0.9128872389121901,
          0.9123355019470756,
          0.9118878683674345,
          0.9113457510803828,
          0.9107901097121148,
          0.9100135683363089,
          0.9095494245166637,
          0.9092696861800788,
          0.9098375339771608,
          0.9103795340293281,
          0.9110059027992147,
          0.9112586487811457,
          0.9118522279637431,
          0.9119742358630157,
          0.912049868679345,
          0.9125594475880141,
          0.9132333693192509,
          0.9139580324800716,
          0.9151522538069901,
          0.9155899178255757,
          0.9157463424146252,
          0.9156706964083088,
          0.9156354556636292,
          0.915710225350097,
          0.9156610745591883,
          0.9156863112076461,
          0.9164010610087665,
          0.9174375551635457,
          0.9187402021416007,
          0.920245365553096,
          0.9212804707292563,
          0.9221618217062626,
          0.9232822032590133,
          0.9245356709697289,
          0.9255608823111023,
          0.9260843047961556,
          0.9270342293753209,
          0.9283850614893964,
          0.9287627589064009,
          0.9290924228668473,
          0.9294459976752802,
          0.9300748224645913,
          0.9298812375033728,
          0.9303310439985388,
          0.9302732560207521,
          0.9303523053344314,
          0.9305986087209296,
          0.9307997193870858,
          0.929872081353003,
          0.9287767487548699,
          0.9282342029706904,
          0.927795098012099,
          0.9277926886672706,
          0.9278470828417311,
          0.9279277640171572,
          0.9272792715510213,
          0.9274269743915609,
          0.9270596227291645,
          0.9264631543059167,
          0.9253366788989112,
          0.9232973291111303,
          0.9219792040950652,
          0.9209514840574212,
          0.9190067611222723,
          0.9171103196015116,
          0.9157537585466683,
          0.914557449184093,
          0.9138116058283781,
          0.9127580394226101,
          0.9116961694139105,
          0.9105794764525648,
          0.9099454723000386,
          0.908420207323525,
          0.9072685453243329,
          0.9068412046144259,
          0.9065828357617034,
          0.9059329223122674,
          0.905879834206423,
          0.9062463429037201,
          0.9061339576111548,
          0.9070493322624397,
          0.9068969789338416,
          0.9063540665301791,
          0.906228798736103,
          0.9058216763589266,
          0.9050347472791446,
          0.9037344658593495,
          0.9032846058159246,
          0.9026451900444338,
          0.90195447267621,
          0.9011968439442495,
          0.9015419376804561,
          0.9016571443904569,
          0.9013952891490118,
          0.9012253226462781,
          0.9013176997034542,
          0.9015559774178091,
          0.901629124006069,
          0.9015253790332949,
          0.9019702565479176,
          0.902319395979662,
          0.9025883478885862,
          0.9029685688489743,
          0.9036726856737698,
          0.9034537064394486,
          0.9027782570866459,
          0.9029787337333592,
          0.9037486031416335,
          0.9025692280052797,
          0.9011660847910041,
          0.9005825290735774,
          0.8996983457223988,
          0.8984172316508712,
          0.8986616782197597,
          0.8975595337452774,
          0.8968665396338316,
          0.8966982970240748,
          0.8965776521659051,
          0.8965710340162065,
          0.8969632143074693,
          0.8967734670129754,
          0.8964248451976268,
          0.8952283762017679,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          0.9013607013036751,
          0.896798365144118,
          0.8928683863837348,
          0.8912285163024605,
          0.8912448001261493,
          0.8931306122263031,
          0.8961366179151224,
          0.8990664807699654,
          0.9024405222717822,
          0.9058479048149676,
          0.9083049112956072,
          0.9101644502566913,
          0.9121218634882059,
          0.9132147204096206,
          0.9142742154045715,
          0.9153215702850785,
          0.9161623698591923,
          0.9165994708930205,
          0.9167625268033567,
          0.9172600412942739,
          0.9177169000698825,
          0.9177415404385896,
          0.9182080309885807,
          0.9186581920090601,
          0.9189791461683112,
          0.9196878797989064,
          0.9196005274731545,
          0.9194216144261449,
          0.919645958465694,
          0.9198034953977937,
          0.9192047897621229,
          0.9189092871219415,
          0.920021017351996,
          0.9215546629410512,
          0.9229140001784204,
          0.92393723465822,
          0.9243995311965445,
          0.9246318662769087,
          0.924936863021763,
          0.924315064962774,
          0.9234280141669433,
          0.9220044940471666,
          0.9209350929596672,
          0.919668682523046,
          0.9186804862653898,
          0.9176974582675593,
          0.9172019877815902,
          0.9167414626600946,
          0.9157657750961813,
          0.9156660176372244,
          0.9151019586649835,
          0.9145833658701811,
          0.9148854061467104,
          0.9144182860020206,
          0.9133325240692921,
          0.9124902281083285,
          0.912451126826669,
          0.9131294352648232,
          0.913790534110898,
          0.9136847884527082,
          0.9139597226931293,
          0.9143919637797687,
          0.9150983913960666,
          0.9148804804521135,
          0.913470955484751,
          0.9124395647713027,
          0.911507472176155,
          0.9112891113577081,
          0.9106991752946274,
          0.9114615822248074,
          0.9125507936518914,
          0.9125468454749917,
          0.9132020092951021,
          0.91416310802277,
          0.9152367280978572,
          0.9157180890531251,
          0.9162650465261294,
          0.9159981968977582,
          0.9163023226670908,
          0.9161093884216582,
          0.9159923542137134,
          0.9155767331841724,
          0.9154367600540319,
          0.9159165844993346,
          0.9166370289005545,
          0.9173721404945088,
          0.9183078586218614,
          0.9191521883768209,
          0.9191929278386823,
          0.9194973477500064,
          0.919379103068934,
          0.9189228581077392,
          0.9186026733039,
          0.9180374657290643,
          0.9178136268747618,
          0.9183912593562901,
          0.9192117927932301,
          0.9194491662000728,
          0.9196186399463612,
          0.9198957737356465,
          0.9196081949166813,
          0.919250420322936,
          0.9187690797460496,
          0.9181340497469301,
          0.917722055258953,
          0.9174120570020284,
          0.9172872004140602,
          0.9173998881253147,
          0.9177125822584302,
          0.9178817115461675,
          0.9167978886206408,
          0.9157292312453917,
          0.9147573618063369,
          0.9128341263196984,
          0.9103003564946294,
          0.9085969361353831,
          0.9057069782272044,
          0.9034935721256405,
          0.9009210785493719,
          0.8986307046149592,
          0.8960229341187669,
          0.893604765596409,
          0.891635124162849,
          0.8895294098677948,
          0.8873853455665162,
          0.8847141151841187,
          0.8825399323029003,
          0.8803244165654185,
          0.8777967819545157,
          0.8751152403981227,
          0.8732354828167002,
          0.870872124501632,
          0.8695061292670123,
          0.8683727887819876,
          0.8665720353654336,
          0.8644860429692963,
          0.861653440236842,
          0.8583443714072648,
          0.8536429159898484,
          0.8501642721860556,
          0.8473505192918884,
          0.8454174776674758,
          0.8436432267195502,
          0.8420828326860973,
          0.8414159309310998,
          0.8403841356996453,
          0.8390972054610759,
          0.8388183511321746,
          0.8390363145311233,
          0.8381416497537216,
          0.8379191070922674,
          0.8372696252231004,
          0.8361166351689098,
          0.835782278547352,
          0.8354687525529555,
          0.8351172954693175,
          0.8352017975889041,
          0.8353515486218666,
          0.8358698564710507,
          0.8360445292651721,
          0.8365140856614508,
          0.8365176452609993,
          0.8368852188593761,
          0.8373718294293637,
          0.8375518181907642,
          0.8377942098723241,
          0.8378902776646808,
          0.8382032515381164,
          0.8383609031469568,
          0.8383970416675879,
          0.8375219714566104,
          0.8367715825859521,
          0.8364242116921436,
          0.836306364454285,
          0.8363695973370354,
          0.836741914146496,
          0.8366668754480199,
          0.8364240349419588,
          0.8357207592516631,
          0.8353181192788268,
          0.8351122662324821,
          0.8349216156475077,
          0.835192512624594,
          0.8357334909471278,
          0.8361816111743954,
          0.8362424673342429,
          0.8361889139119942,
          0.8360417873061998,
          0.8362891266507347,
          0.836257204067475,
          0.8376537603776354,
          0.8388607172950115,
          0.8395842022579796,
          0.8391139435951535,
          0.8389899403562449,
          0.8384855160806004,
          0.8383912234083428,
          0.8385985557131794,
          0.8374569660445741,
          0.8378852339285382,
          0.838022242821745,
          0.8397178127532455,
          0.8412255312161763,
          0.8426884402166814,
          0.8446051921380282,
          0.8448468524202555,
          0.8447815230250193,
          0.8458111897425271,
          0.8462028176412528,
          0.8459763877629969,
          0.8444621815793418,
          0.8441271479405096,
          0.8435126365296974,
          0.8426050459196239,
          0.8419888998696863,
          0.8414919589841465,
          0.8414251848418889,
          0.8409117131028052,
          0.8397435454100919,
          0.8381045894500362,
          0.8376661447431966,
          0.8366149625531,
          0.8355137683736935,
          0.834817123522217,
          0.8335252487485012,
          0.833920465143474,
          0.8350157939176032,
          0.8358895433430513,
          0.8359870743572946,
          0.8355731335766539,
          0.8352204628050977,
          0.8352971049269244,
          0.8357891579617672,
          0.8358560378221394,
          0.8356787091389011,
          0.8348301923940964,
          0.8344344892517994,
          0.8341306127964285,
          0.8347582463461027,
          0.8351058390973248,
          0.834335687653931,
          0.8346838411727031,
          0.8346673489396935,
          0.8347779425172774,
          0.8344785328730371,
          0.8337000781369623,
          0.8335324114139696,
          0.8344145483816502,
          0.8347276594078692,
          0.8355168091600114,
          0.8357203570742291,
          0.8361319020394249,
          0.836054705549905,
          0.8361799873524068,
          0.8359422947538719,
          0.8365220020925908,
          0.8359496144640155,
          0.8354601343788455,
          0.8349040677574803,
          0.8348382723944341,
          0.8344510188481465,
          0.8345560198680864,
          0.8342515487771686,
          0.8333221712391978,
          0.8334827885572382,
          0.8338712370333342,
          0.8334048478393736,
          0.8321912447169042,
          0.8319136198858211,
          0.8312007279092248,
          0.8306273461366056,
          0.8315145838177,
          0.8327669166911063,
          0.8337952878342535,
          0.8348141280992871,
          0.8361086892436196,
          0.837111361347038,
          0.8378641446141145,
          0.8382762952125629,
          0.838895936518832,
          0.8390503621634118,
          0.839460834580653,
          0.839965557562763,
          0.8400121940049005,
          0.8403279928153898,
          0.8407615024576681,
          0.8420863217881843,
          0.842659833834965,
          0.8428498793547556,
          0.8430724727725064,
          0.8428876678408453,
          0.8427342053046547,
          0.8435667358646955,
          0.8435334015001041,
          0.8434045359954405,
          0.8424605967029094,
          0.841952735575926,
          0.8431898580492228,
          0.844576634634423,
          0.8457579496387704,
          0.8468154865324883,
          0.8477967383259243,
          0.8475865149305638,
          0.8471437444282126,
          0.8463949654264454,
          0.8453851925092462,
          0.8447395836141006,
          0.8443436887158553,
          0.843962982275557,
          0.8438611754926817,
          0.8424049269446601,
          0.8404509837010641,
          0.8399022826561119,
          0.8389752463461333,
          0.8375765923925892,
          0.8369935021191786,
          0.8359769567467503,
          0.8348003619683078,
          0.833423296258093,
          0.8331044922825854,
          0.8341169242025989,
          0.8340398327295072,
          0.8345438385276934,
          0.8337892543327007,
          0.8344358094097262,
          0.8349356200089364,
          0.8356086287415856,
          0.8371596675220057,
          0.838270073501518,
          0.8390833116566956,
          0.8397053573579648,
          0.839759594716572,
          0.8394055068058179,
          0.8389055941558785,
          0.8393829033238391,
          0.8399804933255366,
          0.8386424429368602,
          0.8376477669001634,
          0.8368959133670576,
          0.83670553813202,
          0.8369718184346229,
          0.8375336662222697,
          0.8382371525635276,
          0.8389740096432434,
          0.8403160741019051,
          0.8407955382763594,
          0.8410836499130127,
          0.8410170174945705,
          0.8403683697316497,
          0.8404448648740954,
          0.8387511737559716,
          0.8389200166341108,
          0.8396639047454558,
          0.8402477367687785,
          0.8400045323062044
         ],
         "yaxis": "y"
        },
        {
         "connectgaps": false,
         "customdata": [
          [
           -2.5203986575369925
          ],
          [
           -2.1225774169873506
          ],
          [
           -1.9313154063043805
          ],
          [
           -1.7748871407918538
          ],
          [
           -1.6836514526576989
          ],
          [
           -1.6664304705967259
          ],
          [
           -1.4513272572910132
          ],
          [
           -1.2841651182950753
          ],
          [
           -1.1644348418781667
          ],
          [
           -1.1013207596416106
          ],
          [
           -1.0382341014629894
          ],
          [
           -0.9740084806291679
          ],
          [
           -0.9389188065775864
          ],
          [
           -0.8912175997058603
          ],
          [
           -0.87062506415056
          ],
          [
           -0.8148456132946632
          ],
          [
           -0.7303435844775917
          ],
          [
           -0.6737582861607024
          ],
          [
           -0.6146724343825981
          ],
          [
           -0.5711588519487014
          ],
          [
           -0.5456528125006013
          ],
          [
           -0.5198491251756127
          ],
          [
           -0.4970366685224449
          ],
          [
           -0.48465480677341755
          ],
          [
           -0.4904746820708006
          ],
          [
           -0.5054890085495918
          ],
          [
           -0.5070178593178142
          ],
          [
           -0.520403659472452
          ],
          [
           -0.5322996602000925
          ],
          [
           -0.5428088930928228
          ],
          [
           -0.5560891551571452
          ],
          [
           -0.5695993718557296
          ],
          [
           -0.5813829849049836
          ],
          [
           -0.599667682189606
          ],
          [
           -0.5729367289982848
          ],
          [
           -0.4973138468915162
          ],
          [
           -0.4067327848481544
          ],
          [
           -0.3331255006970062
          ],
          [
           -0.25083707893158025
          ],
          [
           -0.18586836913760996
          ],
          [
           -0.15040873594074927
          ],
          [
           -0.11520314773358241
          ],
          [
           -0.0805304721484307
          ],
          [
           -0.044003214819183074
          ],
          [
           0.014514012278634629
          ],
          [
           0.06626452498964677
          ],
          [
           0.08236112146693889
          ],
          [
           0.07862018121326234
          ],
          [
           0.06820537761522195
          ],
          [
           0.04660047074300428
          ],
          [
           0.0696002758289643
          ],
          [
           0.08496800871357026
          ],
          [
           0.11491571611362103
          ],
          [
           0.14668909953722672
          ],
          [
           0.19494424351454265
          ],
          [
           0.21498694108440003
          ],
          [
           0.23426970956603024
          ],
          [
           0.2848662465336787
          ],
          [
           0.3506127567818017
          ],
          [
           0.4004787354363471
          ],
          [
           0.42462509282154715
          ],
          [
           0.43977026691419935
          ],
          [
           0.45391946256666554
          ],
          [
           0.45344641710695577
          ],
          [
           0.4858227312074514
          ],
          [
           0.5217328506342445
          ],
          [
           0.5417601011813088
          ],
          [
           0.53709713977349
          ],
          [
           0.5188805475988502
          ],
          [
           0.48001363075696685
          ],
          [
           0.4587681710263729
          ],
          [
           0.4530113053270768
          ],
          [
           0.4425688554520963
          ],
          [
           0.40412791024555095
          ],
          [
           0.36272235809699077
          ],
          [
           0.3127862819484159
          ],
          [
           0.22969517366846293
          ],
          [
           0.1718923621954716
          ],
          [
           0.1510661736139434
          ],
          [
           0.15317602918898005
          ],
          [
           0.171919669960368
          ],
          [
           0.17495401599136426
          ],
          [
           0.15852718669485416
          ],
          [
           0.16330727856788574
          ],
          [
           0.18080638493718298
          ],
          [
           0.1953320016134877
          ],
          [
           0.20553558467955568
          ],
          [
           0.2153332773249023
          ],
          [
           0.2127848336001488
          ],
          [
           0.17887827376101217
          ],
          [
           0.17215034721081646
          ],
          [
           0.17607996169504797
          ],
          [
           0.1941508650432765
          ],
          [
           0.2176157870563886
          ],
          [
           0.21893150884788445
          ],
          [
           0.2085305683347678
          ],
          [
           0.20559562001577966
          ],
          [
           0.21264865463210822
          ],
          [
           0.23132421729050712
          ],
          [
           0.22833673244385927
          ],
          [
           0.18983658462594358
          ],
          [
           0.11528851721159218
          ],
          [
           0.014057644787708936
          ],
          [
           -0.08169369093014867
          ],
          [
           -0.17716307914091206
          ],
          [
           -0.22923515933391592
          ],
          [
           -0.25920737545353356
          ],
          [
           -0.28084158040011625
          ],
          [
           -0.30241823802209833
          ],
          [
           -0.3323392371943827
          ],
          [
           -0.3734198124452589
          ],
          [
           -0.39789072168524525
          ],
          [
           -0.41037150862698357
          ],
          [
           -0.42376847806210655
          ],
          [
           -0.4281857130181888
          ],
          [
           -0.4260324420992169
          ],
          [
           -0.4041314308710927
          ],
          [
           -0.40630410130664657
          ],
          [
           -0.37351530713134723
          ],
          [
           -0.34544266064771545
          ],
          [
           -0.2964619044715273
          ],
          [
           -0.25564423238575185
          ],
          [
           -0.23225325601129876
          ],
          [
           -0.22549963843116796
          ],
          [
           -0.24753636630790832
          ],
          [
           -0.22627442625888758
          ],
          [
           -0.17467582482516933
          ],
          [
           -0.08522200014659127
          ],
          [
           -0.006646873249508892
          ],
          [
           0.08681828865245345
          ],
          [
           0.15788341799922584
          ],
          [
           0.24007588454821013
          ],
          [
           0.291917737457796
          ],
          [
           0.3370298543292583
          ],
          [
           0.37612521465295873
          ],
          [
           0.3640633424324677
          ],
          [
           0.33728443440990624
          ],
          [
           0.28533667509622007
          ],
          [
           0.20637373564258976
          ],
          [
           0.1671010452987572
          ],
          [
           0.15948735149726614
          ],
          [
           0.15161049405127267
          ],
          [
           0.12299041082420216
          ],
          [
           0.08270649225321551
          ],
          [
           0.03161038688424537
          ],
          [
           -0.06263740322048068
          ],
          [
           -0.15999094740295533
          ],
          [
           -0.16938434533143867
          ],
          [
           -0.12549370431836465
          ],
          [
           -0.08540227450799981
          ],
          [
           -0.054116714475724075
          ],
          [
           -0.014253168007755519
          ],
          [
           -0.026268193412749684
          ],
          [
           -0.038619748798017946
          ],
          [
           -0.05541693470259321
          ],
          [
           -0.07581781035609864
          ],
          [
           -0.06591459203418315
          ],
          [
           -0.005118987178806851
          ],
          [
           0.052293057328615264
          ],
          [
           0.11636460791073572
          ],
          [
           0.1655965879665455
          ],
          [
           0.22318061313302662
          ],
          [
           0.26899552872865096
          ],
          [
           0.31511186420845255
          ],
          [
           0.35682538727670166
          ],
          [
           0.3702671063331946
          ],
          [
           0.33766343078368527
          ],
          [
           0.33030939195498726
          ],
          [
           0.3343765592897453
          ],
          [
           0.3364682385116025
          ],
          [
           0.36226062873526305
          ],
          [
           0.4164926927971552
          ],
          [
           0.45852417068130125
          ],
          [
           0.49644967629590325
          ],
          [
           0.5260815403719045
          ],
          [
           0.5290794650762564
          ],
          [
           0.5444044112361606
          ],
          [
           0.5520375837295651
          ],
          [
           0.5186728025143886
          ],
          [
           0.45670872328677764
          ],
          [
           0.40814771692214064
          ],
          [
           0.3764836799596221
          ],
          [
           0.3533542318922104
          ],
          [
           0.31651114475876946
          ],
          [
           0.2946646973122294
          ],
          [
           0.27930352208621195
          ],
          [
           0.2645158539363101
          ],
          [
           0.24285453660006953
          ],
          [
           0.23662548865481625
          ],
          [
           0.26367142913088143
          ],
          [
           0.28882421009874854
          ],
          [
           0.3158482796813202
          ],
          [
           0.33611891540094085
          ],
          [
           0.350217140134168
          ],
          [
           0.3491525332615055
          ],
          [
           0.37336825120664835
          ],
          [
           0.4286507467351948
          ],
          [
           0.489711046372615
          ],
          [
           0.5020114086367181
          ],
          [
           0.4998729054332534
          ],
          [
           0.5042301504805495
          ],
          [
           0.49591693485378646
          ],
          [
           0.48360895266908266
          ],
          [
           0.48400629896566766
          ],
          [
           0.4825353124918228
          ],
          [
           0.45794407881241966
          ],
          [
           0.4171218541576983
          ],
          [
           0.39204581322592874
          ],
          [
           0.37882874607845674
          ],
          [
           0.35677194243880883
          ],
          [
           0.37464363189003475
          ],
          [
           0.3948960179305452
          ],
          [
           0.38046727693876126
          ],
          [
           0.364140262798846
          ],
          [
           0.3568218806591294
          ],
          [
           0.3380950059632108
          ],
          [
           0.362251514060699
          ],
          [
           0.3805524561138218
          ],
          [
           0.38716931921725417
          ],
          [
           0.40189191457825213
          ],
          [
           0.4171873120812815
          ],
          [
           0.4338672133877063
          ],
          [
           0.45235277731127843
          ],
          [
           0.45490096481487374
          ],
          [
           0.4700201212054148
          ],
          [
           0.4846334605903614
          ],
          [
           0.49185514256538915
          ],
          [
           0.45003458004233166
          ],
          [
           0.40269170675673943
          ],
          [
           0.39294706033635496
          ],
          [
           0.3717715911652774
          ],
          [
           0.3536241090986071
          ],
          [
           0.3471073806478486
          ],
          [
           0.35061551738893254
          ],
          [
           0.36281626527357974
          ],
          [
           0.35931747888104987
          ],
          [
           0.3695599104630602
          ],
          [
           0.41058081570398
          ],
          [
           0.432005929843564
          ],
          [
           0.4389618339372083
          ],
          [
           0.4672098253080944
          ],
          [
           0.4656496600122968
          ],
          [
           0.4740066315774748
          ],
          [
           0.4720733464271984
          ],
          [
           0.49915211388789227
          ],
          [
           0.5196738322776254
          ],
          [
           0.5624700914525521
          ],
          [
           0.6154880297759033
          ],
          [
           0.620350496108762
          ],
          [
           0.5910581071301532
          ],
          [
           0.5366719743311944
          ],
          [
           0.4966227855963181
          ],
          [
           0.48613195747840265
          ],
          [
           0.4772742070562345
          ],
          [
           0.4568879647495466
          ],
          [
           0.4341141940213902
          ],
          [
           0.40527903529292975
          ],
          [
           0.36737614463324997
          ],
          [
           0.3262918620234339
          ],
          [
           0.2868203522986103
          ],
          [
           0.2705747904468873
          ],
          [
           0.2536298544201983
          ],
          [
           0.21758831003774415
          ],
          [
           0.15243826890255088
          ],
          [
           0.05507871373625245
          ],
          [
           -0.019606373806935227
          ],
          [
           -0.07071291127537269
          ],
          [
           -0.09644820695376358
          ],
          [
           -0.13210168632376684
          ],
          [
           -0.18452501370595675
          ],
          [
           -0.23765859954710197
          ],
          [
           -0.2856598891262356
          ],
          [
           -0.33356832724503804
          ],
          [
           -0.3644514600584298
          ],
          [
           -0.3807538879904544
          ],
          [
           -0.3967840252688654
          ],
          [
           -0.4278708009773284
          ],
          [
           -0.46504887447373905
          ],
          [
           -0.5192933490329249
          ],
          [
           -0.5996453282114379
          ],
          [
           -0.6483688869172836
          ],
          [
           -0.6540039938394712
          ],
          [
           -0.7020030656514306
          ],
          [
           -0.7515682907765266
          ],
          [
           -0.760051862897188
          ],
          [
           -0.7953397483647476
          ],
          [
           -0.8161617479496204
          ],
          [
           -0.8171557069948862
          ],
          [
           -0.7848066244579781
          ],
          [
           -0.8142576200793745
          ],
          [
           -0.8759856366348877
          ],
          [
           -0.9495342532066191
          ],
          [
           -0.9917701961511192
          ],
          [
           -1.0793844258176797
          ],
          [
           -1.1198936092549185
          ],
          [
           -1.1349264694673924
          ],
          [
           -1.1625879429325447
          ],
          [
           -1.1776794023523753
          ],
          [
           -1.1848633064557867
          ],
          [
           -1.2203591125838467
          ],
          [
           -1.2425392319190678
          ],
          [
           -1.3065134250655326
          ],
          [
           -1.3479438599178513
          ],
          [
           -1.4117146176493212
          ],
          [
           -1.4718380201525463
          ],
          [
           -1.5193623851047855
          ],
          [
           -1.5474047919059857
          ],
          [
           -1.5139826296505483
          ],
          [
           -1.4464205782562296
          ],
          [
           -1.3844882097582827
          ],
          [
           -1.2974452853846692
          ],
          [
           -1.2055560479227772
          ],
          [
           -1.172090911120811
          ],
          [
           -1.1544610459629125
          ],
          [
           -1.0964600341870494
          ],
          [
           -1.010874255375383
          ],
          [
           -0.9178119398451832
          ],
          [
           -0.8870496609219297
          ],
          [
           -0.8258825034822277
          ],
          [
           -0.8038963866655093
          ],
          [
           -0.8201481449161567
          ],
          [
           -0.7916619893381764
          ],
          [
           -0.779942440401376
          ],
          [
           -0.7741083882669757
          ],
          [
           -0.7490160393557797
          ],
          [
           -0.7393986000702899
          ],
          [
           -0.7326848680988691
          ],
          [
           -0.7256286290662274
          ],
          [
           -0.7118072214077283
          ],
          [
           -0.6596442711014121
          ],
          [
           -0.6144525305464509
          ],
          [
           -0.5412305690879833
          ],
          [
           -0.4409968214898933
          ],
          [
           -0.3621609296683385
          ],
          [
           -0.2831054518322225
          ],
          [
           -0.21859450542129422
          ],
          [
           -0.12031249376869833
          ],
          [
           -0.06404931326881741
          ],
          [
           -0.021309718072094783
          ],
          [
           0.026579857220712533
          ],
          [
           0.07053941277860139
          ],
          [
           0.10072221602054071
          ],
          [
           0.14188956961720536
          ],
          [
           0.1658984242950929
          ],
          [
           0.22345714730235067
          ],
          [
           0.29000666480168064
          ],
          [
           0.3237946549581655
          ],
          [
           0.3517406464382903
          ],
          [
           0.37731918563425143
          ],
          [
           0.39462766668021054
          ],
          [
           0.4030820238662441
          ],
          [
           0.4174036277678787
          ],
          [
           0.44179264531097595
          ],
          [
           0.4396486402336491
          ],
          [
           0.41806328157492123
          ],
          [
           0.3974836852103977
          ],
          [
           0.365308709112483
          ],
          [
           0.3373526311439847
          ],
          [
           0.3176033640125579
          ],
          [
           0.2988912961744184
          ],
          [
           0.2827032683595606
          ],
          [
           0.2690084042639493
          ],
          [
           0.25816002036120334
          ],
          [
           0.23626991033836392
          ],
          [
           0.20231252347314752
          ],
          [
           0.17916939780257007
          ],
          [
           0.1341333257099107
          ],
          [
           0.08251320569236005
          ],
          [
           0.03379440483102005
          ],
          [
           -0.05271160018930204
          ],
          [
           -0.10416855572645944
          ],
          [
           -0.1294364526299406
          ],
          [
           -0.1516649496108674
          ],
          [
           -0.16787051171897102
          ],
          [
           -0.20925911916672185
          ],
          [
           -0.25019805924837285
          ],
          [
           -0.2778138642083581
          ],
          [
           -0.2788740182547246
          ],
          [
           -0.24833352203636147
          ],
          [
           -0.2195679353385445
          ],
          [
           -0.17456604640777712
          ],
          [
           -0.16407504547762264
          ],
          [
           -0.15784954234774026
          ],
          [
           -0.17031534016682245
          ],
          [
           -0.15286282895496905
          ],
          [
           -0.12576482555387436
          ],
          [
           -0.10799117346109016
          ],
          [
           -0.12595652109873867
          ],
          [
           -0.09828015510587533
          ],
          [
           -0.09409081110225694
          ],
          [
           -0.0956560955066098
          ],
          [
           -0.06144526862646009
          ],
          [
           -0.008382497613323417
          ],
          [
           0.05236269919203294
          ],
          [
           0.09389946547817582
          ],
          [
           0.12424347389871525
          ],
          [
           0.13480332046834348
          ],
          [
           0.14159911960963464
          ],
          [
           0.1646234487605221
          ],
          [
           0.19367330697001767
          ],
          [
           0.2220213638012208
          ],
          [
           0.23640660128648341
          ],
          [
           0.27073469111405457
          ],
          [
           0.28849348962800253
          ],
          [
           0.2904376451880174
          ],
          [
           0.27384944149183643
          ],
          [
           0.25712548877327956
          ],
          [
           0.26392445028130207
          ],
          [
           0.264972649168186
          ],
          [
           0.2594640216456972
          ],
          [
           0.2258051925564534
          ],
          [
           0.18419721510664427
          ],
          [
           0.15384951044281614
          ],
          [
           0.13057460339877294
          ],
          [
           0.11039760358660375
          ],
          [
           0.08484568127615486
          ],
          [
           0.0557716791514281
          ],
          [
           0.026618296390403154
          ],
          [
           0.01825509336777819
          ],
          [
           0.0034408840190406345
          ],
          [
           -0.020531288797738776
          ],
          [
           -0.028065426567128397
          ],
          [
           -0.05696151159982439
          ],
          [
           -0.08988978420155018
          ],
          [
           -0.1464026586732424
          ],
          [
           -0.25228615463039056
          ],
          [
           -0.3192096259315224
          ],
          [
           -0.3650043241821525
          ],
          [
           -0.3946340379700264
          ],
          [
           -0.38148885556189194
          ],
          [
           -0.3845070825363355
          ],
          [
           -0.365256499885305
          ],
          [
           -0.36557645900983377
          ],
          [
           -0.36613780405254764
          ],
          [
           -0.3773543675172867
          ],
          [
           -0.3562431359195814
          ],
          [
           -0.3474818894267762
          ],
          [
           -0.38407455667776735
          ],
          [
           -0.49037656891635906
          ],
          [
           -0.6159371325281017
          ],
          [
           -0.7787439287363783
          ],
          [
           -0.8846500171475787
          ],
          [
           -0.9814184951754674
          ],
          [
           -1.1417914108784637
          ],
          [
           -1.2623795314855264
          ],
          [
           -1.3579708091924632
          ],
          [
           -1.523127079214091
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           null
          ],
          [
           -1.9674865247370275
          ],
          [
           -1.6097000441870009
          ],
          [
           -1.3481543596999086
          ],
          [
           -1.212822987831076
          ],
          [
           -1.118429178219043
          ],
          [
           -0.9218130603211756
          ],
          [
           -0.7635424472189881
          ],
          [
           -0.6085068331957313
          ],
          [
           -0.4970708220898687
          ],
          [
           -0.38203449622571845
          ],
          [
           -0.29667166766183384
          ],
          [
           -0.22713833270641512
          ],
          [
           -0.18009600705096335
          ],
          [
           -0.14131120823754945
          ],
          [
           -0.11288606642229994
          ],
          [
           -0.07785284213003414
          ],
          [
           -0.05373957104199439
          ],
          [
           -0.0394314786730611
          ],
          [
           -0.03277377517609621
          ],
          [
           -0.00952907102342115
          ],
          [
           0.005989052758029154
          ],
          [
           0.03640180778448367
          ],
          [
           0.06608421524075472
          ],
          [
           0.09213514996764331
          ],
          [
           0.11076707692607508
          ],
          [
           0.11766558493599177
          ],
          [
           0.12302071163858243
          ],
          [
           0.12802185946820055
          ],
          [
           0.14409929201507643
          ],
          [
           0.14703251368210166
          ],
          [
           0.16056210049119185
          ],
          [
           0.17038725528816498
          ],
          [
           0.1451248195145656
          ],
          [
           0.11436759901879785
          ],
          [
           0.09537256803199344
          ],
          [
           0.0788971410742277
          ],
          [
           0.030815291992164037
          ],
          [
           -0.0033312912575247
          ],
          [
           -0.07900978470750873
          ],
          [
           -0.19559237878508687
          ],
          [
           -0.2284804886682837
          ],
          [
           -0.24150076449214808
          ],
          [
           -0.23774581644353357
          ],
          [
           -0.23616296832979758
          ],
          [
           -0.213362658691013
          ],
          [
           -0.21422051461310368
          ],
          [
           -0.205987394454662
          ],
          [
           -0.20452420490104542
          ],
          [
           -0.17737608364956692
          ],
          [
           -0.15856348980057383
          ],
          [
           -0.12309068660976889
          ],
          [
           -0.11078552106042079
          ],
          [
           -0.11139691197325768
          ],
          [
           -0.1302423086647676
          ],
          [
           -0.1804931246814438
          ],
          [
           -0.2215396638558045
          ],
          [
           -0.2326420755243588
          ],
          [
           -0.2721699774941834
          ],
          [
           -0.32752896947182014
          ],
          [
           -0.4289720613885209
          ],
          [
           -0.5162424997952926
          ],
          [
           -0.558164553682206
          ],
          [
           -0.5319760214407937
          ],
          [
           -0.5049595464001535
          ],
          [
           -0.5109612110444749
          ],
          [
           -0.5444929688476648
          ],
          [
           -0.5702975194601532
          ],
          [
           -0.5959837108283138
          ],
          [
           -0.6629728360473713
          ],
          [
           -0.68925044806695
          ],
          [
           -0.707567328425298
          ],
          [
           -0.7296132409329262
          ],
          [
           -0.7352394485672946
          ],
          [
           -0.7773605283239561
          ],
          [
           -0.8073492241032558
          ],
          [
           -0.7955764480872223
          ],
          [
           -0.7348497077373033
          ],
          [
           -0.6485484313593338
          ],
          [
           -0.589146309923651
          ],
          [
           -0.5456795438912385
          ],
          [
           -0.4940280218339674
          ],
          [
           -0.4944863413720809
          ],
          [
           -0.4707314487887528
          ],
          [
           -0.41649026336911804
          ],
          [
           -0.35522590258256553
          ],
          [
           -0.2881976527570427
          ],
          [
           -0.2526450744710536
          ],
          [
           -0.225470016602895
          ],
          [
           -0.20260469242860232
          ],
          [
           -0.19017519589897422
          ],
          [
           -0.17683890364001056
          ],
          [
           -0.20211727291612477
          ],
          [
           -0.1978246424585261
          ],
          [
           -0.23200151593958337
          ],
          [
           -0.3078211361543313
          ],
          [
           -0.3807842179592307
          ],
          [
           -0.4292973370162926
          ],
          [
           -0.4816643204782932
          ],
          [
           -0.4997452852178051
          ],
          [
           -0.5089339587298485
          ],
          [
           -0.5210220893188878
          ],
          [
           -0.5405048013861249
          ],
          [
           -0.5781369686746725
          ],
          [
           -0.6484386692217575
          ],
          [
           -0.6719402678682727
          ],
          [
           -0.668384857125736
          ],
          [
           -0.6885256613118093
          ],
          [
           -0.7196875164130764
          ],
          [
           -0.786795226569144
          ],
          [
           -0.83571322607633
          ],
          [
           -0.8387350991774198
          ],
          [
           -0.8256450603581922
          ],
          [
           -0.8243422988540844
          ],
          [
           -0.8662327635101227
          ],
          [
           -0.9458106146043016
          ],
          [
           -1.049583651698505
          ],
          [
           -1.1555215407459718
          ],
          [
           -1.280258884154209
          ],
          [
           -1.3889569146308685
          ],
          [
           -1.4898905582853204
          ],
          [
           -1.6201108845234626
          ],
          [
           -1.7786861186034566
          ],
          [
           -1.9205746632796707
          ],
          [
           -2.04075876930144
          ],
          [
           -2.1261871822054994
          ],
          [
           -2.201374320433778
          ],
          [
           -2.2759428893902975
          ],
          [
           -2.3372169025183
          ],
          [
           -2.381938974118935
          ],
          [
           -2.424758719465435
          ],
          [
           -2.445028200463185
          ],
          [
           -2.4549216560012534
          ],
          [
           -2.4539283976094595
          ],
          [
           -2.4461096351960365
          ],
          [
           -2.4544852467206932
          ],
          [
           -2.507535594477533
          ],
          [
           -2.591175914782408
          ],
          [
           -2.687757872424742
          ],
          [
           -2.8070107496217362
          ],
          [
           -2.8924673183794463
          ],
          [
           -2.9762842069374877
          ],
          [
           -3.0485113671825506
          ],
          [
           -3.11103450251154
          ],
          [
           -3.1657836911256285
          ],
          [
           -3.194159951036708
          ],
          [
           -3.233645867321704
          ],
          [
           -3.2623716170680983
          ],
          [
           -3.2894188610766397
          ],
          [
           -3.302966275525574
          ],
          [
           -3.3067420026430274
          ],
          [
           -3.323320801548648
          ],
          [
           -3.324280087775381
          ],
          [
           -3.3242126802415424
          ],
          [
           -3.3234973982752574
          ],
          [
           -3.303930423371519
          ],
          [
           -3.300009463784728
          ],
          [
           -3.3026139641194785
          ],
          [
           -3.297822287309429
          ],
          [
           -3.281561539690344
          ],
          [
           -3.2761772719073643
          ],
          [
           -3.280214232589093
          ],
          [
           -3.282591491940061
          ],
          [
           -3.3019150194503224
          ],
          [
           -3.3165684958975614
          ],
          [
           -3.3176366186846624
          ],
          [
           -3.341294633186848
          ],
          [
           -3.3518319840194932
          ],
          [
           -3.3691439145270037
          ],
          [
           -3.3870089336085005
          ],
          [
           -3.3870392853589193
          ],
          [
           -3.383339927376552
          ],
          [
           -3.3805744004446936
          ],
          [
           -3.390665770302153
          ],
          [
           -3.376367936278705
          ],
          [
           -3.3769816542111775
          ],
          [
           -3.3683995378118876
          ],
          [
           -3.375818921393818
          ],
          [
           -3.376808989300106
          ],
          [
           -3.3762720446888577
          ],
          [
           -3.3698024681788428
          ],
          [
           -3.400999561650212
          ],
          [
           -3.4088728786286433
          ],
          [
           -3.4053302222908695
          ],
          [
           -3.411769768538907
          ],
          [
           -3.4371523367831456
          ],
          [
           -3.475633980510653
          ],
          [
           -3.4934382672643194
          ],
          [
           -3.516948928538058
          ],
          [
           -3.535124716698342
          ],
          [
           -3.528681645311516
          ],
          [
           -3.5564487300341114
          ],
          [
           -3.559179127940623
          ],
          [
           -3.5576579093296306
          ],
          [
           -3.5360541301400543
          ],
          [
           -3.510715577697413
          ],
          [
           -3.4676269948487644
          ],
          [
           -3.408720701889253
          ],
          [
           -3.3459644107887763
          ],
          [
           -3.3089424774490235
          ],
          [
           -3.263643651065908
          ],
          [
           -3.266936478584028
          ],
          [
           -3.2933392478019075
          ],
          [
           -3.290020885400473
          ],
          [
           -3.2617925848636133
          ],
          [
           -3.259974506679983
          ],
          [
           -3.222831546378563
          ],
          [
           -3.199299605375855
          ],
          [
           -3.18460807212117
          ],
          [
           -3.1835230341072753
          ],
          [
           -3.1924122020422825
          ],
          [
           -3.198214262813396
          ],
          [
           -3.1848745953175897
          ],
          [
           -3.1691489557746566
          ],
          [
           -3.1522778739318866
          ],
          [
           -3.1515684966255497
          ],
          [
           -3.1405020332162437
          ],
          [
           -3.130106098148838
          ],
          [
           -3.1326205382784886
          ],
          [
           -3.1283975188483564
          ],
          [
           -3.1274763293586987
          ],
          [
           -3.135735981931167
          ],
          [
           -3.1311085509854824
          ],
          [
           -3.204377287064922
          ],
          [
           -3.2403068778325075
          ],
          [
           -3.268185917071686
          ],
          [
           -3.2959180053087476
          ],
          [
           -3.3337481001258027
          ],
          [
           -3.377373479164527
          ],
          [
           -3.423128706049029
          ],
          [
           -3.4021377554047403
          ],
          [
           -3.4089050697448577
          ],
          [
           -3.3905490222767156
          ],
          [
           -3.394498935036932
          ],
          [
           -3.3911562041469425
          ],
          [
           -3.4209328780559316
          ],
          [
           -3.434191570062106
          ],
          [
           -3.450410759378525
          ],
          [
           -3.4810084791410643
          ],
          [
           -3.5256728067787146
          ],
          [
           -3.541701782900484
          ],
          [
           -3.522320763574136
          ],
          [
           -3.5115348601780823
          ],
          [
           -3.514760779776078
          ],
          [
           -3.5445088650884196
          ],
          [
           -3.5767120880047667
          ],
          [
           -3.5761952305967117
          ],
          [
           -3.5838459802002602
          ],
          [
           -3.6018624327629905
          ],
          [
           -3.6019604275937906
          ],
          [
           -3.6158850752299054
          ],
          [
           -3.619591440694312
          ],
          [
           -3.5872699785671793
          ],
          [
           -3.549652191766849
          ],
          [
           -3.480648788631431
          ],
          [
           -3.43841955374847
          ],
          [
           -3.4021438520990777
          ],
          [
           -3.3922688715367735
          ],
          [
           -3.3831808722120282
          ],
          [
           -3.375815947486251
          ],
          [
           -3.3767657315584514
          ],
          [
           -3.380026952860841
          ],
          [
           -3.378568050880594
          ],
          [
           -3.393257679295843
          ],
          [
           -3.3936112903695346
          ],
          [
           -3.384082417652299
          ],
          [
           -3.3785386734942904
          ],
          [
           -3.385188082011848
          ],
          [
           -3.389667490253294
          ],
          [
           -3.3785998318321946
          ],
          [
           -3.3605501682951755
          ],
          [
           -3.344593480384167
          ],
          [
           -3.3418401590383278
          ],
          [
           -3.3482478506856355
          ],
          [
           -3.3463818773999128
          ],
          [
           -3.3397845649908926
          ],
          [
           -3.2993211229276644
          ],
          [
           -3.283806256613928
          ],
          [
           -3.2670531245419854
          ],
          [
           -3.23366214318093
          ],
          [
           -3.2223826807085723
          ],
          [
           -3.2085775209800262
          ],
          [
           -3.2149178179662306
          ],
          [
           -3.2424175653921075
          ],
          [
           -3.282094408873266
          ],
          [
           -3.3142601012622386
          ],
          [
           -3.354215018208148
          ],
          [
           -3.3896407730050084
          ],
          [
           -3.413136320371775
          ],
          [
           -3.4201938241999192
          ],
          [
           -3.4018749302131255
          ],
          [
           -3.3802030036932766
          ],
          [
           -3.3657305126790127
          ],
          [
           -3.357883138053188
          ],
          [
           -3.3338344842803282
          ],
          [
           -3.3296572659056833
          ],
          [
           -3.343616186287957
          ],
          [
           -3.3395244811531035
          ],
          [
           -3.334833077093626
          ],
          [
           -3.315411249468956
          ],
          [
           -3.3126948498312645
          ],
          [
           -3.3013735190895392
          ],
          [
           -3.28137226381903
          ],
          [
           -3.285213552143121
          ],
          [
           -3.2915523220041765
          ],
          [
           -3.3118449104056773
          ],
          [
           -3.30515885347594
          ],
          [
           -3.3246041764925076
          ],
          [
           -3.3499301209827363
          ],
          [
           -3.3445045335598955
          ],
          [
           -3.370982479922496
          ],
          [
           -3.3719659647986333
          ],
          [
           -3.396129526343765
          ],
          [
           -3.43450317473411
          ],
          [
           -3.4443451106531735
          ],
          [
           -3.437357660009368
          ],
          [
           -3.451019740659152
          ],
          [
           -3.4421560688534893
          ],
          [
           -3.4417032114144286
          ],
          [
           -3.4348907227617818
          ],
          [
           -3.438521640480584
          ],
          [
           -3.4971187886493746
          ],
          [
           -3.50534395068094
          ],
          [
           -3.527139959336864
          ],
          [
           -3.533911769405581
          ],
          [
           -3.5656476757384343
          ],
          [
           -3.572409253969859
          ],
          [
           -3.5870460465757956
          ],
          [
           -3.6232401850597817
          ],
          [
           -3.657098138259796
          ],
          [
           -3.660535172665722
          ],
          [
           -3.6539448132777625
          ],
          [
           -3.650225335800867
          ],
          [
           -3.688959144721854
          ],
          [
           -3.7078908777069577
          ],
          [
           -3.706761801054425
          ],
          [
           -3.7046393021894026
          ],
          [
           -3.7145177769096103
          ],
          [
           -3.7067488922667056
          ],
          [
           -3.6866990111635003
          ],
          [
           -3.6703474722269864
          ],
          [
           -3.677643425981719
          ],
          [
           -3.6867238575754064
          ],
          [
           -3.6638336938735514
          ],
          [
           -3.631259761503668
          ],
          [
           -3.618706978699489
          ],
          [
           -3.6093316923310255
          ],
          [
           -3.602367687987708
          ],
          [
           -3.6004577849983335
          ],
          [
           -3.582154976214668
          ],
          [
           -3.5726677719035007
          ],
          [
           -3.55204340617119
          ],
          [
           -3.5270570539941315
          ],
          [
           -3.509255327828588
          ],
          [
           -3.512675170510584
          ],
          [
           -3.496275047089857
          ]
         ],
         "hovertemplate": "%{x}<br>shy_shampoo_rf8w34nf: %{y}<br><br>shy_shampoo_rf8w34nf=%{customdata[0]:.3f}<extra></extra>",
         "legendgroup": "shy_shampoo_rf8w34nf",
         "line": {
          "color": "#636EFA",
          "dash": "solid"
         },
         "name": "shy_shampoo_rf8w34nf",
         "showlegend": false,
         "type": "scatter",
         "x": [
          "2012-11-06T00:00:00",
          "2012-11-07T00:00:00",
          "2012-11-08T00:00:00",
          "2012-11-09T00:00:00",
          "2012-11-10T00:00:00",
          "2012-11-11T00:00:00",
          "2012-11-12T00:00:00",
          "2012-11-13T00:00:00",
          "2012-11-14T00:00:00",
          "2012-11-15T00:00:00",
          "2012-11-16T00:00:00",
          "2012-11-17T00:00:00",
          "2012-11-18T00:00:00",
          "2012-11-19T00:00:00",
          "2012-11-20T00:00:00",
          "2012-11-21T00:00:00",
          "2012-11-22T00:00:00",
          "2012-11-23T00:00:00",
          "2012-11-24T00:00:00",
          "2012-11-25T00:00:00",
          "2012-11-26T00:00:00",
          "2012-11-27T00:00:00",
          "2012-11-28T00:00:00",
          "2012-11-29T00:00:00",
          "2012-11-30T00:00:00",
          "2012-12-01T00:00:00",
          "2012-12-02T00:00:00",
          "2012-12-03T00:00:00",
          "2012-12-04T00:00:00",
          "2012-12-05T00:00:00",
          "2012-12-06T00:00:00",
          "2012-12-07T00:00:00",
          "2012-12-08T00:00:00",
          "2012-12-09T00:00:00",
          "2012-12-10T00:00:00",
          "2012-12-11T00:00:00",
          "2012-12-12T00:00:00",
          "2012-12-13T00:00:00",
          "2012-12-14T00:00:00",
          "2012-12-15T00:00:00",
          "2012-12-16T00:00:00",
          "2012-12-17T00:00:00",
          "2012-12-18T00:00:00",
          "2012-12-19T00:00:00",
          "2012-12-20T00:00:00",
          "2012-12-21T00:00:00",
          "2012-12-22T00:00:00",
          "2012-12-23T00:00:00",
          "2012-12-24T00:00:00",
          "2012-12-25T00:00:00",
          "2012-12-26T00:00:00",
          "2012-12-27T00:00:00",
          "2012-12-28T00:00:00",
          "2012-12-29T00:00:00",
          "2012-12-30T00:00:00",
          "2012-12-31T00:00:00",
          "2013-01-01T00:00:00",
          "2013-01-02T00:00:00",
          "2013-01-03T00:00:00",
          "2013-01-04T00:00:00",
          "2013-01-05T00:00:00",
          "2013-01-06T00:00:00",
          "2013-01-07T00:00:00",
          "2013-01-08T00:00:00",
          "2013-01-09T00:00:00",
          "2013-01-10T00:00:00",
          "2013-01-11T00:00:00",
          "2013-01-12T00:00:00",
          "2013-01-13T00:00:00",
          "2013-01-14T00:00:00",
          "2013-01-15T00:00:00",
          "2013-01-16T00:00:00",
          "2013-01-17T00:00:00",
          "2013-01-18T00:00:00",
          "2013-01-19T00:00:00",
          "2013-01-20T00:00:00",
          "2013-01-21T00:00:00",
          "2013-01-22T00:00:00",
          "2013-01-23T00:00:00",
          "2013-01-24T00:00:00",
          "2013-01-25T00:00:00",
          "2013-01-26T00:00:00",
          "2013-01-27T00:00:00",
          "2013-01-28T00:00:00",
          "2013-01-29T00:00:00",
          "2013-01-30T00:00:00",
          "2013-01-31T00:00:00",
          "2013-02-01T00:00:00",
          "2013-02-02T00:00:00",
          "2013-02-03T00:00:00",
          "2013-02-04T00:00:00",
          "2013-02-05T00:00:00",
          "2013-02-06T00:00:00",
          "2013-02-07T00:00:00",
          "2013-02-08T00:00:00",
          "2013-02-09T00:00:00",
          "2013-02-10T00:00:00",
          "2013-02-11T00:00:00",
          "2013-02-12T00:00:00",
          "2013-02-13T00:00:00",
          "2013-02-14T00:00:00",
          "2013-02-15T00:00:00",
          "2013-02-16T00:00:00",
          "2013-02-17T00:00:00",
          "2013-02-18T00:00:00",
          "2013-02-19T00:00:00",
          "2013-02-20T00:00:00",
          "2013-02-21T00:00:00",
          "2013-02-22T00:00:00",
          "2013-02-23T00:00:00",
          "2013-02-24T00:00:00",
          "2013-02-25T00:00:00",
          "2013-02-26T00:00:00",
          "2013-02-27T00:00:00",
          "2013-02-28T00:00:00",
          "2013-03-01T00:00:00",
          "2013-03-02T00:00:00",
          "2013-03-03T00:00:00",
          "2013-03-04T00:00:00",
          "2013-03-05T00:00:00",
          "2013-03-06T00:00:00",
          "2013-03-07T00:00:00",
          "2013-03-08T00:00:00",
          "2013-03-09T00:00:00",
          "2013-03-10T00:00:00",
          "2013-03-11T00:00:00",
          "2013-03-12T00:00:00",
          "2013-03-13T00:00:00",
          "2013-03-14T00:00:00",
          "2013-03-15T00:00:00",
          "2013-03-16T00:00:00",
          "2013-03-17T00:00:00",
          "2013-03-18T00:00:00",
          "2013-03-19T00:00:00",
          "2013-03-20T00:00:00",
          "2013-03-21T00:00:00",
          "2013-03-22T00:00:00",
          "2013-03-23T00:00:00",
          "2013-03-24T00:00:00",
          "2013-03-25T00:00:00",
          "2013-03-26T00:00:00",
          "2013-03-27T00:00:00",
          "2013-03-28T00:00:00",
          "2013-03-29T00:00:00",
          "2013-03-30T00:00:00",
          "2013-03-31T00:00:00",
          "2013-04-01T00:00:00",
          "2013-04-02T00:00:00",
          "2013-04-03T00:00:00",
          "2013-04-04T00:00:00",
          "2013-04-05T00:00:00",
          "2013-04-06T00:00:00",
          "2013-04-07T00:00:00",
          "2013-04-08T00:00:00",
          "2013-04-09T00:00:00",
          "2013-04-10T00:00:00",
          "2013-04-11T00:00:00",
          "2013-04-12T00:00:00",
          "2013-04-13T00:00:00",
          "2013-04-14T00:00:00",
          "2013-04-15T00:00:00",
          "2013-04-16T00:00:00",
          "2013-04-17T00:00:00",
          "2013-04-18T00:00:00",
          "2013-04-19T00:00:00",
          "2013-04-20T00:00:00",
          "2013-04-21T00:00:00",
          "2013-04-22T00:00:00",
          "2013-04-23T00:00:00",
          "2013-04-24T00:00:00",
          "2013-04-25T00:00:00",
          "2013-04-26T00:00:00",
          "2013-04-27T00:00:00",
          "2013-04-28T00:00:00",
          "2013-04-29T00:00:00",
          "2013-04-30T00:00:00",
          "2013-05-01T00:00:00",
          "2013-05-02T00:00:00",
          "2013-05-03T00:00:00",
          "2013-05-04T00:00:00",
          "2013-05-05T00:00:00",
          "2013-05-06T00:00:00",
          "2013-05-07T00:00:00",
          "2013-05-08T00:00:00",
          "2013-05-09T00:00:00",
          "2013-05-10T00:00:00",
          "2013-05-11T00:00:00",
          "2013-05-12T00:00:00",
          "2013-05-13T00:00:00",
          "2013-05-14T00:00:00",
          "2013-05-15T00:00:00",
          "2013-05-16T00:00:00",
          "2013-05-17T00:00:00",
          "2013-05-18T00:00:00",
          "2013-05-19T00:00:00",
          "2013-05-20T00:00:00",
          "2013-05-21T00:00:00",
          "2013-05-22T00:00:00",
          "2013-05-23T00:00:00",
          "2013-05-24T00:00:00",
          "2013-05-25T00:00:00",
          "2013-05-26T00:00:00",
          "2013-05-27T00:00:00",
          "2013-05-28T00:00:00",
          "2013-05-29T00:00:00",
          "2013-05-30T00:00:00",
          "2013-05-31T00:00:00",
          "2013-06-01T00:00:00",
          "2013-06-02T00:00:00",
          "2013-06-03T00:00:00",
          "2013-06-04T00:00:00",
          "2013-06-05T00:00:00",
          "2013-06-06T00:00:00",
          "2013-06-07T00:00:00",
          "2013-06-08T00:00:00",
          "2013-06-09T00:00:00",
          "2013-06-10T00:00:00",
          "2013-06-11T00:00:00",
          "2013-06-12T00:00:00",
          "2013-06-13T00:00:00",
          "2013-06-14T00:00:00",
          "2013-06-15T00:00:00",
          "2013-06-16T00:00:00",
          "2013-06-17T00:00:00",
          "2013-06-18T00:00:00",
          "2013-06-19T00:00:00",
          "2013-06-20T00:00:00",
          "2013-06-21T00:00:00",
          "2013-06-22T00:00:00",
          "2013-06-23T00:00:00",
          "2013-06-24T00:00:00",
          "2013-06-25T00:00:00",
          "2013-06-26T00:00:00",
          "2013-06-27T00:00:00",
          "2013-06-28T00:00:00",
          "2013-06-29T00:00:00",
          "2013-06-30T00:00:00",
          "2013-07-01T00:00:00",
          "2013-07-02T00:00:00",
          "2013-07-03T00:00:00",
          "2013-07-04T00:00:00",
          "2013-07-05T00:00:00",
          "2013-07-06T00:00:00",
          "2013-07-07T00:00:00",
          "2013-07-08T00:00:00",
          "2013-07-09T00:00:00",
          "2013-07-10T00:00:00",
          "2013-07-11T00:00:00",
          "2013-07-12T00:00:00",
          "2013-07-13T00:00:00",
          "2013-07-14T00:00:00",
          "2013-07-15T00:00:00",
          "2013-07-16T00:00:00",
          "2013-07-17T00:00:00",
          "2013-07-18T00:00:00",
          "2013-07-19T00:00:00",
          "2013-07-20T00:00:00",
          "2013-07-21T00:00:00",
          "2013-07-22T00:00:00",
          "2013-07-23T00:00:00",
          "2013-07-24T00:00:00",
          "2013-07-25T00:00:00",
          "2013-07-26T00:00:00",
          "2013-07-27T00:00:00",
          "2013-07-28T00:00:00",
          "2013-07-29T00:00:00",
          "2013-07-30T00:00:00",
          "2013-07-31T00:00:00",
          "2013-08-01T00:00:00",
          "2013-08-02T00:00:00",
          "2013-08-03T00:00:00",
          "2013-08-04T00:00:00",
          "2013-08-05T00:00:00",
          "2013-08-06T00:00:00",
          "2013-08-07T00:00:00",
          "2013-08-08T00:00:00",
          "2013-08-09T00:00:00",
          "2013-08-10T00:00:00",
          "2013-08-11T00:00:00",
          "2013-08-12T00:00:00",
          "2013-08-13T00:00:00",
          "2013-08-14T00:00:00",
          "2013-08-15T00:00:00",
          "2013-08-16T00:00:00",
          "2013-08-17T00:00:00",
          "2013-08-18T00:00:00",
          "2013-08-19T00:00:00",
          "2013-08-20T00:00:00",
          "2013-08-21T00:00:00",
          "2013-08-22T00:00:00",
          "2013-08-23T00:00:00",
          "2013-08-24T00:00:00",
          "2013-08-25T00:00:00",
          "2013-08-26T00:00:00",
          "2013-08-27T00:00:00",
          "2013-08-28T00:00:00",
          "2013-08-29T00:00:00",
          "2013-08-30T00:00:00",
          "2013-08-31T00:00:00",
          "2013-09-01T00:00:00",
          "2013-09-02T00:00:00",
          "2013-09-03T00:00:00",
          "2013-09-04T00:00:00",
          "2013-09-05T00:00:00",
          "2013-09-06T00:00:00",
          "2013-09-07T00:00:00",
          "2013-09-08T00:00:00",
          "2013-09-09T00:00:00",
          "2013-09-10T00:00:00",
          "2013-09-11T00:00:00",
          "2013-09-12T00:00:00",
          "2013-09-13T00:00:00",
          "2013-09-14T00:00:00",
          "2013-09-15T00:00:00",
          "2013-09-16T00:00:00",
          "2013-09-17T00:00:00",
          "2013-09-18T00:00:00",
          "2013-09-19T00:00:00",
          "2013-09-20T00:00:00",
          "2013-09-21T00:00:00",
          "2013-09-22T00:00:00",
          "2013-09-23T00:00:00",
          "2013-09-24T00:00:00",
          "2013-09-25T00:00:00",
          "2013-09-26T00:00:00",
          "2013-09-27T00:00:00",
          "2013-09-28T00:00:00",
          "2013-09-29T00:00:00",
          "2013-09-30T00:00:00",
          "2013-10-01T00:00:00",
          "2013-10-02T00:00:00",
          "2013-10-03T00:00:00",
          "2013-10-04T00:00:00",
          "2013-10-05T00:00:00",
          "2013-10-06T00:00:00",
          "2013-10-07T00:00:00",
          "2013-10-08T00:00:00",
          "2013-10-09T00:00:00",
          "2013-10-10T00:00:00",
          "2013-10-11T00:00:00",
          "2013-10-12T00:00:00",
          "2013-10-13T00:00:00",
          "2013-10-14T00:00:00",
          "2013-10-15T00:00:00",
          "2013-10-16T00:00:00",
          "2013-10-17T00:00:00",
          "2013-10-18T00:00:00",
          "2013-10-19T00:00:00",
          "2013-10-20T00:00:00",
          "2013-10-21T00:00:00",
          "2013-10-22T00:00:00",
          "2013-10-23T00:00:00",
          "2013-10-24T00:00:00",
          "2013-10-25T00:00:00",
          "2013-10-26T00:00:00",
          "2013-10-27T00:00:00",
          "2013-10-28T00:00:00",
          "2013-10-29T00:00:00",
          "2013-10-30T00:00:00",
          "2013-10-31T00:00:00",
          "2013-11-01T00:00:00",
          "2013-11-02T00:00:00",
          "2013-11-03T00:00:00",
          "2013-11-04T00:00:00",
          "2013-11-05T00:00:00",
          "2013-11-06T00:00:00",
          "2013-11-07T00:00:00",
          "2013-11-08T00:00:00",
          "2013-11-09T00:00:00",
          "2013-11-10T00:00:00",
          "2013-11-11T00:00:00",
          "2013-11-12T00:00:00",
          "2013-11-13T00:00:00",
          "2013-11-14T00:00:00",
          "2013-11-15T00:00:00",
          "2013-11-16T00:00:00",
          "2013-11-17T00:00:00",
          "2013-11-18T00:00:00",
          "2013-11-19T00:00:00",
          "2013-11-20T00:00:00",
          "2013-11-21T00:00:00",
          "2013-11-22T00:00:00",
          "2013-11-23T00:00:00",
          "2013-11-24T00:00:00",
          "2013-11-25T00:00:00",
          "2013-11-26T00:00:00",
          "2013-11-27T00:00:00",
          "2013-11-28T00:00:00",
          "2013-11-29T00:00:00",
          "2013-11-30T00:00:00",
          "2013-12-01T00:00:00",
          "2013-12-02T00:00:00",
          "2013-12-03T00:00:00",
          "2013-12-04T00:00:00",
          "2013-12-05T00:00:00",
          "2013-12-06T00:00:00",
          "2013-12-07T00:00:00",
          "2013-12-08T00:00:00",
          "2013-12-09T00:00:00",
          "2013-12-10T00:00:00",
          "2013-12-11T00:00:00",
          "2013-12-12T00:00:00",
          "2013-12-13T00:00:00",
          "2013-12-14T00:00:00",
          "2013-12-15T00:00:00",
          "2013-12-16T00:00:00",
          "2013-12-17T00:00:00",
          "2013-12-18T00:00:00",
          "2013-12-19T00:00:00",
          "2013-12-20T00:00:00",
          "2013-12-21T00:00:00",
          "2013-12-22T00:00:00",
          "2013-12-23T00:00:00",
          "2013-12-24T00:00:00",
          "2013-12-25T00:00:00",
          "2013-12-26T00:00:00",
          "2013-12-27T00:00:00",
          "2013-12-28T00:00:00",
          "2013-12-29T00:00:00",
          "2013-12-30T00:00:00",
          "2013-12-31T00:00:00",
          "2014-01-01T00:00:00",
          "2014-01-02T00:00:00",
          "2014-01-03T00:00:00",
          "2014-01-04T00:00:00",
          "2014-01-05T00:00:00",
          "2014-01-06T00:00:00",
          "2014-01-07T00:00:00",
          "2014-01-08T00:00:00",
          "2014-01-09T00:00:00",
          "2014-01-10T00:00:00",
          "2014-01-11T00:00:00",
          "2014-01-12T00:00:00",
          "2014-01-13T00:00:00",
          "2014-01-14T00:00:00",
          "2014-01-15T00:00:00",
          "2014-01-16T00:00:00",
          "2014-01-17T00:00:00",
          "2014-01-18T00:00:00",
          "2014-01-19T00:00:00",
          "2014-01-20T00:00:00",
          "2014-01-21T00:00:00",
          "2014-01-22T00:00:00",
          "2014-01-23T00:00:00",
          "2014-01-24T00:00:00",
          "2014-01-25T00:00:00",
          "2014-01-26T00:00:00",
          "2014-01-27T00:00:00",
          "2014-01-28T00:00:00",
          "2014-01-29T00:00:00",
          "2014-01-30T00:00:00",
          "2014-01-31T00:00:00",
          "2014-02-01T00:00:00",
          "2014-02-02T00:00:00",
          "2014-02-03T00:00:00",
          "2014-02-04T00:00:00",
          "2014-02-05T00:00:00",
          "2014-02-06T00:00:00",
          "2014-02-07T00:00:00",
          "2014-02-08T00:00:00",
          "2014-02-09T00:00:00",
          "2014-02-10T00:00:00",
          "2014-02-11T00:00:00",
          "2014-02-12T00:00:00",
          "2014-02-13T00:00:00",
          "2014-02-14T00:00:00",
          "2014-02-15T00:00:00",
          "2014-02-16T00:00:00",
          "2014-02-17T00:00:00",
          "2014-02-18T00:00:00",
          "2014-02-19T00:00:00",
          "2014-02-20T00:00:00",
          "2014-02-21T00:00:00",
          "2014-02-22T00:00:00",
          "2014-02-23T00:00:00",
          "2014-02-24T00:00:00",
          "2014-02-25T00:00:00",
          "2014-02-26T00:00:00",
          "2014-02-27T00:00:00",
          "2014-02-28T00:00:00",
          "2014-03-01T00:00:00",
          "2014-03-02T00:00:00",
          "2014-03-03T00:00:00",
          "2014-03-04T00:00:00",
          "2014-03-05T00:00:00",
          "2014-03-06T00:00:00",
          "2014-03-07T00:00:00",
          "2014-03-08T00:00:00",
          "2014-03-09T00:00:00",
          "2014-03-10T00:00:00",
          "2014-03-11T00:00:00",
          "2014-03-12T00:00:00",
          "2014-03-13T00:00:00",
          "2014-03-14T00:00:00",
          "2014-03-15T00:00:00",
          "2014-03-16T00:00:00",
          "2014-03-17T00:00:00",
          "2014-03-18T00:00:00",
          "2014-03-19T00:00:00",
          "2014-03-20T00:00:00",
          "2014-03-21T00:00:00",
          "2014-03-22T00:00:00",
          "2014-03-23T00:00:00",
          "2014-03-24T00:00:00",
          "2014-03-25T00:00:00",
          "2014-03-26T00:00:00",
          "2014-03-27T00:00:00",
          "2014-03-28T00:00:00",
          "2014-03-29T00:00:00",
          "2014-03-30T00:00:00",
          "2014-03-31T00:00:00",
          "2014-04-01T00:00:00",
          "2014-04-02T00:00:00",
          "2014-04-03T00:00:00",
          "2014-04-04T00:00:00",
          "2014-04-05T00:00:00",
          "2014-04-06T00:00:00",
          "2014-04-07T00:00:00",
          "2014-04-08T00:00:00",
          "2014-04-09T00:00:00",
          "2014-04-10T00:00:00",
          "2014-04-11T00:00:00",
          "2014-04-12T00:00:00",
          "2014-04-13T00:00:00",
          "2014-04-14T00:00:00",
          "2014-04-15T00:00:00",
          "2014-04-16T00:00:00",
          "2014-04-17T00:00:00",
          "2014-04-18T00:00:00",
          "2014-04-19T00:00:00",
          "2014-04-20T00:00:00",
          "2014-04-21T00:00:00",
          "2014-04-22T00:00:00",
          "2014-04-23T00:00:00",
          "2014-04-24T00:00:00",
          "2014-04-25T00:00:00",
          "2014-04-26T00:00:00",
          "2014-04-27T00:00:00",
          "2014-04-28T00:00:00",
          "2014-04-29T00:00:00",
          "2014-04-30T00:00:00",
          "2014-05-01T00:00:00",
          "2014-05-02T00:00:00",
          "2014-05-03T00:00:00",
          "2014-05-04T00:00:00",
          "2014-05-05T00:00:00",
          "2014-05-06T00:00:00",
          "2014-05-07T00:00:00",
          "2014-05-08T00:00:00",
          "2014-05-09T00:00:00",
          "2014-05-10T00:00:00",
          "2014-05-11T00:00:00",
          "2014-05-12T00:00:00",
          "2014-05-13T00:00:00",
          "2014-05-14T00:00:00",
          "2014-05-15T00:00:00",
          "2014-05-16T00:00:00",
          "2014-05-17T00:00:00",
          "2014-05-18T00:00:00",
          "2014-05-19T00:00:00",
          "2014-05-20T00:00:00",
          "2014-05-21T00:00:00",
          "2014-05-22T00:00:00",
          "2014-05-23T00:00:00",
          "2014-05-24T00:00:00",
          "2014-05-25T00:00:00",
          "2014-05-26T00:00:00",
          "2014-05-27T00:00:00",
          "2014-05-28T00:00:00",
          "2014-05-29T00:00:00",
          "2014-05-30T00:00:00",
          "2014-05-31T00:00:00",
          "2014-06-01T00:00:00",
          "2014-06-02T00:00:00",
          "2014-06-03T00:00:00",
          "2014-06-04T00:00:00",
          "2014-06-05T00:00:00",
          "2014-06-06T00:00:00",
          "2014-06-07T00:00:00",
          "2014-06-08T00:00:00",
          "2014-06-09T00:00:00",
          "2014-06-10T00:00:00",
          "2014-06-11T00:00:00",
          "2014-06-12T00:00:00",
          "2014-06-13T00:00:00",
          "2014-06-14T00:00:00",
          "2014-06-15T00:00:00",
          "2014-06-16T00:00:00",
          "2014-06-17T00:00:00",
          "2014-06-18T00:00:00",
          "2014-06-19T00:00:00",
          "2014-06-20T00:00:00",
          "2014-06-21T00:00:00",
          "2014-06-22T00:00:00",
          "2014-06-23T00:00:00",
          "2014-06-24T00:00:00",
          "2014-06-25T00:00:00",
          "2014-06-26T00:00:00",
          "2014-06-27T00:00:00",
          "2014-06-28T00:00:00",
          "2014-06-29T00:00:00",
          "2014-06-30T00:00:00",
          "2014-07-01T00:00:00",
          "2014-07-02T00:00:00",
          "2014-07-03T00:00:00",
          "2014-07-04T00:00:00",
          "2014-07-05T00:00:00",
          "2014-07-06T00:00:00",
          "2014-07-07T00:00:00",
          "2014-07-08T00:00:00",
          "2014-07-09T00:00:00",
          "2014-07-10T00:00:00",
          "2014-07-11T00:00:00",
          "2014-07-12T00:00:00",
          "2014-07-13T00:00:00",
          "2014-07-14T00:00:00",
          "2014-07-15T00:00:00",
          "2014-07-16T00:00:00",
          "2014-07-17T00:00:00",
          "2014-07-18T00:00:00",
          "2014-07-19T00:00:00",
          "2014-07-20T00:00:00",
          "2014-07-21T00:00:00",
          "2014-07-22T00:00:00",
          "2014-07-23T00:00:00",
          "2014-07-24T00:00:00",
          "2014-07-25T00:00:00",
          "2014-07-26T00:00:00",
          "2014-07-27T00:00:00",
          "2014-07-28T00:00:00",
          "2014-07-29T00:00:00",
          "2014-07-30T00:00:00",
          "2014-07-31T00:00:00",
          "2014-08-01T00:00:00",
          "2014-08-02T00:00:00",
          "2014-08-03T00:00:00",
          "2014-08-04T00:00:00",
          "2014-08-05T00:00:00",
          "2014-08-06T00:00:00",
          "2014-08-07T00:00:00",
          "2014-08-08T00:00:00",
          "2014-08-09T00:00:00",
          "2014-08-10T00:00:00",
          "2014-08-11T00:00:00",
          "2014-08-12T00:00:00",
          "2014-08-13T00:00:00",
          "2014-08-14T00:00:00",
          "2014-08-15T00:00:00",
          "2014-08-16T00:00:00",
          "2014-08-17T00:00:00",
          "2014-08-18T00:00:00",
          "2014-08-19T00:00:00",
          "2014-08-20T00:00:00",
          "2014-08-21T00:00:00",
          "2014-08-22T00:00:00",
          "2014-08-23T00:00:00",
          "2014-08-24T00:00:00",
          "2014-08-25T00:00:00",
          "2014-08-26T00:00:00",
          "2014-08-27T00:00:00",
          "2014-08-28T00:00:00",
          "2014-08-29T00:00:00",
          "2014-08-30T00:00:00",
          "2014-08-31T00:00:00",
          "2014-09-01T00:00:00",
          "2014-09-02T00:00:00",
          "2014-09-03T00:00:00",
          "2014-09-04T00:00:00",
          "2014-09-05T00:00:00",
          "2014-09-06T00:00:00",
          "2014-09-07T00:00:00",
          "2014-09-08T00:00:00",
          "2014-09-09T00:00:00",
          "2014-09-10T00:00:00",
          "2014-09-11T00:00:00",
          "2014-09-12T00:00:00",
          "2014-09-13T00:00:00",
          "2014-09-14T00:00:00",
          "2014-09-15T00:00:00",
          "2014-09-16T00:00:00",
          "2014-09-17T00:00:00",
          "2014-09-18T00:00:00",
          "2014-09-19T00:00:00",
          "2014-09-20T00:00:00",
          "2014-09-21T00:00:00",
          "2014-09-22T00:00:00",
          "2014-09-23T00:00:00",
          "2014-09-24T00:00:00",
          "2014-09-25T00:00:00",
          "2014-09-26T00:00:00",
          "2014-09-27T00:00:00",
          "2014-09-28T00:00:00",
          "2014-09-29T00:00:00",
          "2014-09-30T00:00:00",
          "2014-10-01T00:00:00",
          "2014-10-02T00:00:00",
          "2014-10-03T00:00:00",
          "2014-10-04T00:00:00",
          "2014-10-05T00:00:00",
          "2014-10-06T00:00:00",
          "2014-10-07T00:00:00",
          "2014-10-08T00:00:00",
          "2014-10-09T00:00:00",
          "2014-10-10T00:00:00",
          "2014-10-11T00:00:00",
          "2014-10-12T00:00:00",
          "2014-10-13T00:00:00",
          "2014-10-14T00:00:00",
          "2014-10-15T00:00:00",
          "2014-10-16T00:00:00",
          "2014-10-17T00:00:00",
          "2014-10-18T00:00:00",
          "2014-10-19T00:00:00",
          "2014-10-20T00:00:00",
          "2014-10-21T00:00:00",
          "2014-10-22T00:00:00",
          "2014-10-23T00:00:00",
          "2014-10-24T00:00:00",
          "2014-10-25T00:00:00",
          "2014-10-26T00:00:00",
          "2014-10-27T00:00:00",
          "2014-10-28T00:00:00",
          "2014-10-29T00:00:00",
          "2014-10-30T00:00:00",
          "2014-10-31T00:00:00",
          "2014-11-01T00:00:00",
          "2014-11-02T00:00:00",
          "2014-11-03T00:00:00",
          "2014-11-04T00:00:00",
          "2014-11-05T00:00:00",
          "2014-11-06T00:00:00",
          "2014-11-07T00:00:00",
          "2014-11-08T00:00:00",
          "2014-11-09T00:00:00",
          "2014-11-10T00:00:00",
          "2014-11-11T00:00:00",
          "2014-11-12T00:00:00",
          "2014-11-13T00:00:00",
          "2014-11-14T00:00:00",
          "2014-11-15T00:00:00",
          "2014-11-16T00:00:00",
          "2014-11-17T00:00:00",
          "2014-11-18T00:00:00",
          "2014-11-19T00:00:00",
          "2014-11-20T00:00:00",
          "2014-11-21T00:00:00",
          "2014-11-22T00:00:00",
          "2014-11-23T00:00:00",
          "2014-11-24T00:00:00",
          "2014-11-25T00:00:00",
          "2014-11-26T00:00:00",
          "2014-11-27T00:00:00",
          "2014-11-28T00:00:00",
          "2014-11-29T00:00:00",
          "2014-11-30T00:00:00",
          "2014-12-01T00:00:00",
          "2014-12-02T00:00:00",
          "2014-12-03T00:00:00",
          "2014-12-04T00:00:00",
          "2014-12-05T00:00:00",
          "2014-12-06T00:00:00",
          "2014-12-07T00:00:00",
          "2014-12-08T00:00:00",
          "2014-12-09T00:00:00",
          "2014-12-10T00:00:00",
          "2014-12-11T00:00:00",
          "2014-12-12T00:00:00",
          "2014-12-13T00:00:00",
          "2014-12-14T00:00:00",
          "2014-12-15T00:00:00",
          "2014-12-16T00:00:00",
          "2014-12-17T00:00:00",
          "2014-12-18T00:00:00",
          "2014-12-19T00:00:00",
          "2014-12-20T00:00:00",
          "2014-12-21T00:00:00",
          "2014-12-22T00:00:00",
          "2014-12-23T00:00:00",
          "2014-12-24T00:00:00",
          "2014-12-25T00:00:00",
          "2014-12-26T00:00:00",
          "2014-12-27T00:00:00",
          "2014-12-28T00:00:00",
          "2014-12-29T00:00:00",
          "2014-12-30T00:00:00",
          "2014-12-31T00:00:00",
          "2015-01-01T00:00:00",
          "2015-01-02T00:00:00",
          "2015-01-03T00:00:00",
          "2015-01-04T00:00:00",
          "2015-01-05T00:00:00",
          "2015-01-06T00:00:00",
          "2015-01-07T00:00:00",
          "2015-01-08T00:00:00",
          "2015-01-09T00:00:00",
          "2015-01-10T00:00:00",
          "2015-01-11T00:00:00",
          "2015-01-12T00:00:00",
          "2015-01-13T00:00:00",
          "2015-01-14T00:00:00",
          "2015-01-15T00:00:00",
          "2015-01-16T00:00:00",
          "2015-01-17T00:00:00",
          "2015-01-18T00:00:00",
          "2015-01-19T00:00:00",
          "2015-01-20T00:00:00",
          "2015-01-21T00:00:00",
          "2015-01-22T00:00:00",
          "2015-01-23T00:00:00",
          "2015-01-24T00:00:00",
          "2015-01-25T00:00:00",
          "2015-01-26T00:00:00",
          "2015-01-27T00:00:00",
          "2015-01-28T00:00:00",
          "2015-01-29T00:00:00",
          "2015-01-30T00:00:00",
          "2015-01-31T00:00:00",
          "2015-02-01T00:00:00"
         ],
         "xaxis": "x2",
         "y": [
          -2.5203986575369925,
          -2.1225774169873506,
          -1.9313154063043805,
          -1.7748871407918538,
          -1.6836514526576989,
          -1.6664304705967259,
          -1.4513272572910132,
          -1.2841651182950753,
          -1.1644348418781667,
          -1.1013207596416106,
          -1.0382341014629894,
          -0.9740084806291679,
          -0.9389188065775864,
          -0.8912175997058603,
          -0.87062506415056,
          -0.8148456132946632,
          -0.7303435844775917,
          -0.6737582861607024,
          -0.6146724343825981,
          -0.5711588519487014,
          -0.5456528125006013,
          -0.5198491251756127,
          -0.4970366685224449,
          -0.48465480677341755,
          -0.4904746820708006,
          -0.5054890085495918,
          -0.5070178593178142,
          -0.520403659472452,
          -0.5322996602000925,
          -0.5428088930928228,
          -0.5560891551571452,
          -0.5695993718557296,
          -0.5813829849049836,
          -0.599667682189606,
          -0.5729367289982848,
          -0.4973138468915162,
          -0.4067327848481544,
          -0.3331255006970062,
          -0.25083707893158025,
          -0.18586836913760996,
          -0.15040873594074927,
          -0.11520314773358241,
          -0.0805304721484307,
          -0.044003214819183074,
          0.014514012278634629,
          0.06626452498964677,
          0.08236112146693889,
          0.07862018121326234,
          0.06820537761522195,
          0.04660047074300428,
          0.0696002758289643,
          0.08496800871357026,
          0.11491571611362103,
          0.14668909953722672,
          0.19494424351454265,
          0.21498694108440003,
          0.23426970956603024,
          0.2848662465336787,
          0.3506127567818017,
          0.4004787354363471,
          0.42462509282154715,
          0.43977026691419935,
          0.45391946256666554,
          0.45344641710695577,
          0.4858227312074514,
          0.5217328506342445,
          0.5417601011813088,
          0.53709713977349,
          0.5188805475988502,
          0.48001363075696685,
          0.4587681710263729,
          0.4530113053270768,
          0.4425688554520963,
          0.40412791024555095,
          0.36272235809699077,
          0.3127862819484159,
          0.22969517366846293,
          0.1718923621954716,
          0.1510661736139434,
          0.15317602918898005,
          0.171919669960368,
          0.17495401599136426,
          0.15852718669485416,
          0.16330727856788574,
          0.18080638493718298,
          0.1953320016134877,
          0.20553558467955568,
          0.2153332773249023,
          0.2127848336001488,
          0.17887827376101217,
          0.17215034721081646,
          0.17607996169504797,
          0.1941508650432765,
          0.2176157870563886,
          0.21893150884788445,
          0.2085305683347678,
          0.20559562001577966,
          0.21264865463210822,
          0.23132421729050712,
          0.22833673244385927,
          0.18983658462594358,
          0.11528851721159218,
          0.014057644787708936,
          -0.08169369093014867,
          -0.17716307914091206,
          -0.22923515933391592,
          -0.25920737545353356,
          -0.28084158040011625,
          -0.30241823802209833,
          -0.3323392371943827,
          -0.3734198124452589,
          -0.39789072168524525,
          -0.41037150862698357,
          -0.42376847806210655,
          -0.4281857130181888,
          -0.4260324420992169,
          -0.4041314308710927,
          -0.40630410130664657,
          -0.37351530713134723,
          -0.34544266064771545,
          -0.2964619044715273,
          -0.25564423238575185,
          -0.23225325601129876,
          -0.22549963843116796,
          -0.24753636630790832,
          -0.22627442625888758,
          -0.17467582482516933,
          -0.08522200014659127,
          -0.006646873249508892,
          0.08681828865245345,
          0.15788341799922584,
          0.24007588454821013,
          0.291917737457796,
          0.3370298543292583,
          0.37612521465295873,
          0.3640633424324677,
          0.33728443440990624,
          0.28533667509622007,
          0.20637373564258976,
          0.1671010452987572,
          0.15948735149726614,
          0.15161049405127267,
          0.12299041082420216,
          0.08270649225321551,
          0.03161038688424537,
          -0.06263740322048068,
          -0.15999094740295533,
          -0.16938434533143867,
          -0.12549370431836465,
          -0.08540227450799981,
          -0.054116714475724075,
          -0.014253168007755519,
          -0.026268193412749684,
          -0.038619748798017946,
          -0.05541693470259321,
          -0.07581781035609864,
          -0.06591459203418315,
          -0.005118987178806851,
          0.052293057328615264,
          0.11636460791073572,
          0.1655965879665455,
          0.22318061313302662,
          0.26899552872865096,
          0.31511186420845255,
          0.35682538727670166,
          0.3702671063331946,
          0.33766343078368527,
          0.33030939195498726,
          0.3343765592897453,
          0.3364682385116025,
          0.36226062873526305,
          0.4164926927971552,
          0.45852417068130125,
          0.49644967629590325,
          0.5260815403719045,
          0.5290794650762564,
          0.5444044112361606,
          0.5520375837295651,
          0.5186728025143886,
          0.45670872328677764,
          0.40814771692214064,
          0.3764836799596221,
          0.3533542318922104,
          0.31651114475876946,
          0.2946646973122294,
          0.27930352208621195,
          0.2645158539363101,
          0.24285453660006953,
          0.23662548865481625,
          0.26367142913088143,
          0.28882421009874854,
          0.3158482796813202,
          0.33611891540094085,
          0.350217140134168,
          0.3491525332615055,
          0.37336825120664835,
          0.4286507467351948,
          0.489711046372615,
          0.5020114086367181,
          0.4998729054332534,
          0.5042301504805495,
          0.49591693485378646,
          0.48360895266908266,
          0.48400629896566766,
          0.4825353124918228,
          0.45794407881241966,
          0.4171218541576983,
          0.39204581322592874,
          0.37882874607845674,
          0.35677194243880883,
          0.37464363189003475,
          0.3948960179305452,
          0.38046727693876126,
          0.364140262798846,
          0.3568218806591294,
          0.3380950059632108,
          0.362251514060699,
          0.3805524561138218,
          0.38716931921725417,
          0.40189191457825213,
          0.4171873120812815,
          0.4338672133877063,
          0.45235277731127843,
          0.45490096481487374,
          0.4700201212054148,
          0.4846334605903614,
          0.49185514256538915,
          0.45003458004233166,
          0.40269170675673943,
          0.39294706033635496,
          0.3717715911652774,
          0.3536241090986071,
          0.3471073806478486,
          0.35061551738893254,
          0.36281626527357974,
          0.35931747888104987,
          0.3695599104630602,
          0.41058081570398,
          0.432005929843564,
          0.4389618339372083,
          0.4672098253080944,
          0.4656496600122968,
          0.4740066315774748,
          0.4720733464271984,
          0.49915211388789227,
          0.5196738322776254,
          0.5624700914525521,
          0.6154880297759033,
          0.620350496108762,
          0.5910581071301532,
          0.5366719743311944,
          0.4966227855963181,
          0.48613195747840265,
          0.4772742070562345,
          0.4568879647495466,
          0.4341141940213902,
          0.40527903529292975,
          0.36737614463324997,
          0.3262918620234339,
          0.2868203522986103,
          0.2705747904468873,
          0.2536298544201983,
          0.21758831003774415,
          0.15243826890255088,
          0.05507871373625245,
          -0.019606373806935227,
          -0.07071291127537269,
          -0.09644820695376358,
          -0.13210168632376684,
          -0.18452501370595675,
          -0.23765859954710197,
          -0.2856598891262356,
          -0.33356832724503804,
          -0.3644514600584298,
          -0.3807538879904544,
          -0.3967840252688654,
          -0.4278708009773284,
          -0.46504887447373905,
          -0.5192933490329249,
          -0.5996453282114379,
          -0.6483688869172836,
          -0.6540039938394712,
          -0.7020030656514306,
          -0.7515682907765266,
          -0.760051862897188,
          -0.7953397483647476,
          -0.8161617479496204,
          -0.8171557069948862,
          -0.7848066244579781,
          -0.8142576200793745,
          -0.8759856366348877,
          -0.9495342532066191,
          -0.9917701961511192,
          -1.0793844258176797,
          -1.1198936092549185,
          -1.1349264694673924,
          -1.1625879429325447,
          -1.1776794023523753,
          -1.1848633064557867,
          -1.2203591125838467,
          -1.2425392319190678,
          -1.3065134250655326,
          -1.3479438599178513,
          -1.4117146176493212,
          -1.4718380201525463,
          -1.5193623851047855,
          -1.5474047919059857,
          -1.5139826296505483,
          -1.4464205782562296,
          -1.3844882097582827,
          -1.2974452853846692,
          -1.2055560479227772,
          -1.172090911120811,
          -1.1544610459629125,
          -1.0964600341870494,
          -1.010874255375383,
          -0.9178119398451832,
          -0.8870496609219297,
          -0.8258825034822277,
          -0.8038963866655093,
          -0.8201481449161567,
          -0.7916619893381764,
          -0.779942440401376,
          -0.7741083882669757,
          -0.7490160393557797,
          -0.7393986000702899,
          -0.7326848680988691,
          -0.7256286290662274,
          -0.7118072214077283,
          -0.6596442711014121,
          -0.6144525305464509,
          -0.5412305690879833,
          -0.4409968214898933,
          -0.3621609296683385,
          -0.2831054518322225,
          -0.21859450542129422,
          -0.12031249376869833,
          -0.06404931326881741,
          -0.021309718072094783,
          0.026579857220712533,
          0.07053941277860139,
          0.10072221602054071,
          0.14188956961720536,
          0.1658984242950929,
          0.22345714730235067,
          0.29000666480168064,
          0.3237946549581655,
          0.3517406464382903,
          0.37731918563425143,
          0.39462766668021054,
          0.4030820238662441,
          0.4174036277678787,
          0.44179264531097595,
          0.4396486402336491,
          0.41806328157492123,
          0.3974836852103977,
          0.365308709112483,
          0.3373526311439847,
          0.3176033640125579,
          0.2988912961744184,
          0.2827032683595606,
          0.2690084042639493,
          0.25816002036120334,
          0.23626991033836392,
          0.20231252347314752,
          0.17916939780257007,
          0.1341333257099107,
          0.08251320569236005,
          0.03379440483102005,
          -0.05271160018930204,
          -0.10416855572645944,
          -0.1294364526299406,
          -0.1516649496108674,
          -0.16787051171897102,
          -0.20925911916672185,
          -0.25019805924837285,
          -0.2778138642083581,
          -0.2788740182547246,
          -0.24833352203636147,
          -0.2195679353385445,
          -0.17456604640777712,
          -0.16407504547762264,
          -0.15784954234774026,
          -0.17031534016682245,
          -0.15286282895496905,
          -0.12576482555387436,
          -0.10799117346109016,
          -0.12595652109873867,
          -0.09828015510587533,
          -0.09409081110225694,
          -0.0956560955066098,
          -0.06144526862646009,
          -0.008382497613323417,
          0.05236269919203294,
          0.09389946547817582,
          0.12424347389871525,
          0.13480332046834348,
          0.14159911960963464,
          0.1646234487605221,
          0.19367330697001767,
          0.2220213638012208,
          0.23640660128648341,
          0.27073469111405457,
          0.28849348962800253,
          0.2904376451880174,
          0.27384944149183643,
          0.25712548877327956,
          0.26392445028130207,
          0.264972649168186,
          0.2594640216456972,
          0.2258051925564534,
          0.18419721510664427,
          0.15384951044281614,
          0.13057460339877294,
          0.11039760358660375,
          0.08484568127615486,
          0.0557716791514281,
          0.026618296390403154,
          0.01825509336777819,
          0.0034408840190406345,
          -0.020531288797738776,
          -0.028065426567128397,
          -0.05696151159982439,
          -0.08988978420155018,
          -0.1464026586732424,
          -0.25228615463039056,
          -0.3192096259315224,
          -0.3650043241821525,
          -0.3946340379700264,
          -0.38148885556189194,
          -0.3845070825363355,
          -0.365256499885305,
          -0.36557645900983377,
          -0.36613780405254764,
          -0.3773543675172867,
          -0.3562431359195814,
          -0.3474818894267762,
          -0.38407455667776735,
          -0.49037656891635906,
          -0.6159371325281017,
          -0.7787439287363783,
          -0.8846500171475787,
          -0.9814184951754674,
          -1.1417914108784637,
          -1.2623795314855264,
          -1.3579708091924632,
          -1.523127079214091,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          null,
          -1.9674865247370275,
          -1.6097000441870009,
          -1.3481543596999086,
          -1.212822987831076,
          -1.118429178219043,
          -0.9218130603211756,
          -0.7635424472189881,
          -0.6085068331957313,
          -0.4970708220898687,
          -0.38203449622571845,
          -0.29667166766183384,
          -0.22713833270641512,
          -0.18009600705096335,
          -0.14131120823754945,
          -0.11288606642229994,
          -0.07785284213003414,
          -0.05373957104199439,
          -0.0394314786730611,
          -0.03277377517609621,
          -0.00952907102342115,
          0.005989052758029154,
          0.03640180778448367,
          0.06608421524075472,
          0.09213514996764331,
          0.11076707692607508,
          0.11766558493599177,
          0.12302071163858243,
          0.12802185946820055,
          0.14409929201507643,
          0.14703251368210166,
          0.16056210049119185,
          0.17038725528816498,
          0.1451248195145656,
          0.11436759901879785,
          0.09537256803199344,
          0.0788971410742277,
          0.030815291992164037,
          -0.0033312912575247,
          -0.07900978470750873,
          -0.19559237878508687,
          -0.2284804886682837,
          -0.24150076449214808,
          -0.23774581644353357,
          -0.23616296832979758,
          -0.213362658691013,
          -0.21422051461310368,
          -0.205987394454662,
          -0.20452420490104542,
          -0.17737608364956692,
          -0.15856348980057383,
          -0.12309068660976889,
          -0.11078552106042079,
          -0.11139691197325768,
          -0.1302423086647676,
          -0.1804931246814438,
          -0.2215396638558045,
          -0.2326420755243588,
          -0.2721699774941834,
          -0.32752896947182014,
          -0.4289720613885209,
          -0.5162424997952926,
          -0.558164553682206,
          -0.5319760214407937,
          -0.5049595464001535,
          -0.5109612110444749,
          -0.5444929688476648,
          -0.5702975194601532,
          -0.5959837108283138,
          -0.6629728360473713,
          -0.68925044806695,
          -0.707567328425298,
          -0.7296132409329262,
          -0.7352394485672946,
          -0.7773605283239561,
          -0.8073492241032558,
          -0.7955764480872223,
          -0.7348497077373033,
          -0.6485484313593338,
          -0.589146309923651,
          -0.5456795438912385,
          -0.4940280218339674,
          -0.4944863413720809,
          -0.4707314487887528,
          -0.41649026336911804,
          -0.35522590258256553,
          -0.2881976527570427,
          -0.2526450744710536,
          -0.225470016602895,
          -0.20260469242860232,
          -0.19017519589897422,
          -0.17683890364001056,
          -0.20211727291612477,
          -0.1978246424585261,
          -0.23200151593958337,
          -0.3078211361543313,
          -0.3807842179592307,
          -0.4292973370162926,
          -0.4816643204782932,
          -0.4997452852178051,
          -0.5089339587298485,
          -0.5210220893188878,
          -0.5405048013861249,
          -0.5781369686746725,
          -0.6484386692217575,
          -0.6719402678682727,
          -0.668384857125736,
          -0.6885256613118093,
          -0.7196875164130764,
          -0.786795226569144,
          -0.83571322607633,
          -0.8387350991774198,
          -0.8256450603581922,
          -0.8243422988540844,
          -0.8662327635101227,
          -0.9458106146043016,
          -1.049583651698505,
          -1.1555215407459718,
          -1.280258884154209,
          -1.3889569146308685,
          -1.4898905582853204,
          -1.6201108845234626,
          -1.7786861186034566,
          -1.9205746632796707,
          -2.04075876930144,
          -2.1261871822054994,
          -2.201374320433778,
          -2.2759428893902975,
          -2.3372169025183,
          -2.381938974118935,
          -2.424758719465435,
          -2.445028200463185,
          -2.4549216560012534,
          -2.4539283976094595,
          -2.4461096351960365,
          -2.4544852467206932,
          -2.507535594477533,
          -2.591175914782408,
          -2.687757872424742,
          -2.8070107496217362,
          -2.8924673183794463,
          -2.9762842069374877,
          -3.0485113671825506,
          -3.11103450251154,
          -3.1657836911256285,
          -3.194159951036708,
          -3.233645867321704,
          -3.2623716170680983,
          -3.2894188610766397,
          -3.302966275525574,
          -3.3067420026430274,
          -3.323320801548648,
          -3.324280087775381,
          -3.3242126802415424,
          -3.3234973982752574,
          -3.303930423371519,
          -3.300009463784728,
          -3.3026139641194785,
          -3.297822287309429,
          -3.281561539690344,
          -3.2761772719073643,
          -3.280214232589093,
          -3.282591491940061,
          -3.3019150194503224,
          -3.3165684958975614,
          -3.3176366186846624,
          -3.341294633186848,
          -3.3518319840194932,
          -3.3691439145270037,
          -3.3870089336085005,
          -3.3870392853589193,
          -3.383339927376552,
          -3.3805744004446936,
          -3.390665770302153,
          -3.376367936278705,
          -3.3769816542111775,
          -3.3683995378118876,
          -3.375818921393818,
          -3.376808989300106,
          -3.3762720446888577,
          -3.3698024681788428,
          -3.400999561650212,
          -3.4088728786286433,
          -3.4053302222908695,
          -3.411769768538907,
          -3.4371523367831456,
          -3.475633980510653,
          -3.4934382672643194,
          -3.516948928538058,
          -3.535124716698342,
          -3.528681645311516,
          -3.5564487300341114,
          -3.559179127940623,
          -3.5576579093296306,
          -3.5360541301400543,
          -3.510715577697413,
          -3.4676269948487644,
          -3.408720701889253,
          -3.3459644107887763,
          -3.3089424774490235,
          -3.263643651065908,
          -3.266936478584028,
          -3.2933392478019075,
          -3.290020885400473,
          -3.2617925848636133,
          -3.259974506679983,
          -3.222831546378563,
          -3.199299605375855,
          -3.18460807212117,
          -3.1835230341072753,
          -3.1924122020422825,
          -3.198214262813396,
          -3.1848745953175897,
          -3.1691489557746566,
          -3.1522778739318866,
          -3.1515684966255497,
          -3.1405020332162437,
          -3.130106098148838,
          -3.1326205382784886,
          -3.1283975188483564,
          -3.1274763293586987,
          -3.135735981931167,
          -3.1311085509854824,
          -3.204377287064922,
          -3.2403068778325075,
          -3.268185917071686,
          -3.2959180053087476,
          -3.3337481001258027,
          -3.377373479164527,
          -3.423128706049029,
          -3.4021377554047403,
          -3.4089050697448577,
          -3.3905490222767156,
          -3.394498935036932,
          -3.3911562041469425,
          -3.4209328780559316,
          -3.434191570062106,
          -3.450410759378525,
          -3.4810084791410643,
          -3.5256728067787146,
          -3.541701782900484,
          -3.522320763574136,
          -3.5115348601780823,
          -3.514760779776078,
          -3.5445088650884196,
          -3.5767120880047667,
          -3.5761952305967117,
          -3.5838459802002602,
          -3.6018624327629905,
          -3.6019604275937906,
          -3.6158850752299054,
          -3.619591440694312,
          -3.5872699785671793,
          -3.549652191766849,
          -3.480648788631431,
          -3.43841955374847,
          -3.4021438520990777,
          -3.3922688715367735,
          -3.3831808722120282,
          -3.375815947486251,
          -3.3767657315584514,
          -3.380026952860841,
          -3.378568050880594,
          -3.393257679295843,
          -3.3936112903695346,
          -3.384082417652299,
          -3.3785386734942904,
          -3.385188082011848,
          -3.389667490253294,
          -3.3785998318321946,
          -3.3605501682951755,
          -3.344593480384167,
          -3.3418401590383278,
          -3.3482478506856355,
          -3.3463818773999128,
          -3.3397845649908926,
          -3.2993211229276644,
          -3.283806256613928,
          -3.2670531245419854,
          -3.23366214318093,
          -3.2223826807085723,
          -3.2085775209800262,
          -3.2149178179662306,
          -3.2424175653921075,
          -3.282094408873266,
          -3.3142601012622386,
          -3.354215018208148,
          -3.3896407730050084,
          -3.413136320371775,
          -3.4201938241999192,
          -3.4018749302131255,
          -3.3802030036932766,
          -3.3657305126790127,
          -3.357883138053188,
          -3.3338344842803282,
          -3.3296572659056833,
          -3.343616186287957,
          -3.3395244811531035,
          -3.334833077093626,
          -3.315411249468956,
          -3.3126948498312645,
          -3.3013735190895392,
          -3.28137226381903,
          -3.285213552143121,
          -3.2915523220041765,
          -3.3118449104056773,
          -3.30515885347594,
          -3.3246041764925076,
          -3.3499301209827363,
          -3.3445045335598955,
          -3.370982479922496,
          -3.3719659647986333,
          -3.396129526343765,
          -3.43450317473411,
          -3.4443451106531735,
          -3.437357660009368,
          -3.451019740659152,
          -3.4421560688534893,
          -3.4417032114144286,
          -3.4348907227617818,
          -3.438521640480584,
          -3.4971187886493746,
          -3.50534395068094,
          -3.527139959336864,
          -3.533911769405581,
          -3.5656476757384343,
          -3.572409253969859,
          -3.5870460465757956,
          -3.6232401850597817,
          -3.657098138259796,
          -3.660535172665722,
          -3.6539448132777625,
          -3.650225335800867,
          -3.688959144721854,
          -3.7078908777069577,
          -3.706761801054425,
          -3.7046393021894026,
          -3.7145177769096103,
          -3.7067488922667056,
          -3.6866990111635003,
          -3.6703474722269864,
          -3.677643425981719,
          -3.6867238575754064,
          -3.6638336938735514,
          -3.631259761503668,
          -3.618706978699489,
          -3.6093316923310255,
          -3.602367687987708,
          -3.6004577849983335,
          -3.582154976214668,
          -3.5726677719035007,
          -3.55204340617119,
          -3.5270570539941315,
          -3.509255327828588,
          -3.512675170510584,
          -3.496275047089857
         ],
         "yaxis": "y2"
        },
        {
         "connectgaps": false,
         "hoverinfo": "skip",
         "legendgroup": "shy_shampoo_rf8w34nf",
         "line": {
          "width": 0
         },
         "name": "shy_shampoo_rf8w34nf",
         "showlegend": false,
         "type": "scatter",
         "x": [
          "2012-11-06T00:00:00",
          "2012-11-07T00:00:00",
          "2012-11-08T00:00:00",
          "2012-11-09T00:00:00",
          "2012-11-10T00:00:00",
          "2012-11-11T00:00:00",
          "2012-11-12T00:00:00",
          "2012-11-13T00:00:00",
          "2012-11-14T00:00:00",
          "2012-11-15T00:00:00",
          "2012-11-16T00:00:00",
          "2012-11-17T00:00:00",
          "2012-11-18T00:00:00",
          "2012-11-19T00:00:00",
          "2012-11-20T00:00:00",
          "2012-11-21T00:00:00",
          "2012-11-22T00:00:00",
          "2012-11-23T00:00:00",
          "2012-11-24T00:00:00",
          "2012-11-25T00:00:00",
          "2012-11-26T00:00:00",
          "2012-11-27T00:00:00",
          "2012-11-28T00:00:00",
          "2012-11-29T00:00:00",
          "2012-11-30T00:00:00",
          "2012-12-01T00:00:00",
          "2012-12-02T00:00:00",
          "2012-12-03T00:00:00",
          "2012-12-04T00:00:00",
          "2012-12-05T00:00:00",
          "2012-12-06T00:00:00",
          "2012-12-07T00:00:00",
          "2012-12-08T00:00:00",
          "2012-12-09T00:00:00",
          "2012-12-10T00:00:00",
          "2012-12-11T00:00:00",
          "2012-12-12T00:00:00",
          "2012-12-13T00:00:00",
          "2012-12-14T00:00:00",
          "2012-12-15T00:00:00",
          "2012-12-16T00:00:00",
          "2012-12-17T00:00:00",
          "2012-12-18T00:00:00",
          "2012-12-19T00:00:00",
          "2012-12-20T00:00:00",
          "2012-12-21T00:00:00",
          "2012-12-22T00:00:00",
          "2012-12-23T00:00:00",
          "2012-12-24T00:00:00",
          "2012-12-25T00:00:00",
          "2012-12-26T00:00:00",
          "2012-12-27T00:00:00",
          "2012-12-28T00:00:00",
          "2012-12-29T00:00:00",
          "2012-12-30T00:00:00",
          "2012-12-31T00:00:00",
          "2013-01-01T00:00:00",
          "2013-01-02T00:00:00",
          "2013-01-03T00:00:00",
          "2013-01-04T00:00:00",
          "2013-01-05T00:00:00",
          "2013-01-06T00:00:00",
          "2013-01-07T00:00:00",
          "2013-01-08T00:00:00",
          "2013-01-09T00:00:00",
          "2013-01-10T00:00:00",
          "2013-01-11T00:00:00",
          "2013-01-12T00:00:00",
          "2013-01-13T00:00:00",
          "2013-01-14T00:00:00",
          "2013-01-15T00:00:00",
          "2013-01-16T00:00:00",
          "2013-01-17T00:00:00",
          "2013-01-18T00:00:00",
          "2013-01-19T00:00:00",
          "2013-01-20T00:00:00",
          "2013-01-21T00:00:00",
          "2013-01-22T00:00:00",
          "2013-01-23T00:00:00",
          "2013-01-24T00:00:00",
          "2013-01-25T00:00:00",
          "2013-01-26T00:00:00",
          "2013-01-27T00:00:00",
          "2013-01-28T00:00:00",
          "2013-01-29T00:00:00",
          "2013-01-30T00:00:00",
          "2013-01-31T00:00:00",
          "2013-02-01T00:00:00",
          "2013-02-02T00:00:00",
          "2013-02-03T00:00:00",
          "2013-02-04T00:00:00",
          "2013-02-05T00:00:00",
          "2013-02-06T00:00:00",
          "2013-02-07T00:00:00",
          "2013-02-08T00:00:00",
          "2013-02-09T00:00:00",
          "2013-02-10T00:00:00",
          "2013-02-11T00:00:00",
          "2013-02-12T00:00:00",
          "2013-02-13T00:00:00",
          "2013-02-14T00:00:00",
          "2013-02-15T00:00:00",
          "2013-02-16T00:00:00",
          "2013-02-17T00:00:00",
          "2013-02-18T00:00:00",
          "2013-02-19T00:00:00",
          "2013-02-20T00:00:00",
          "2013-02-21T00:00:00",
          "2013-02-22T00:00:00",
          "2013-02-23T00:00:00",
          "2013-02-24T00:00:00",
          "2013-02-25T00:00:00",
          "2013-02-26T00:00:00",
          "2013-02-27T00:00:00",
          "2013-02-28T00:00:00",
          "2013-03-01T00:00:00",
          "2013-03-02T00:00:00",
          "2013-03-03T00:00:00",
          "2013-03-04T00:00:00",
          "2013-03-05T00:00:00",
          "2013-03-06T00:00:00",
          "2013-03-07T00:00:00",
          "2013-03-08T00:00:00",
          "2013-03-09T00:00:00",
          "2013-03-10T00:00:00",
          "2013-03-11T00:00:00",
          "2013-03-12T00:00:00",
          "2013-03-13T00:00:00",
          "2013-03-14T00:00:00",
          "2013-03-15T00:00:00",
          "2013-03-16T00:00:00",
          "2013-03-17T00:00:00",
          "2013-03-18T00:00:00",
          "2013-03-19T00:00:00",
          "2013-03-20T00:00:00",
          "2013-03-21T00:00:00",
          "2013-03-22T00:00:00",
          "2013-03-23T00:00:00",
          "2013-03-24T00:00:00",
          "2013-03-25T00:00:00",
          "2013-03-26T00:00:00",
          "2013-03-27T00:00:00",
          "2013-03-28T00:00:00",
          "2013-03-29T00:00:00",
          "2013-03-30T00:00:00",
          "2013-03-31T00:00:00",
          "2013-04-01T00:00:00",
          "2013-04-02T00:00:00",
          "2013-04-03T00:00:00",
          "2013-04-04T00:00:00",
          "2013-04-05T00:00:00",
          "2013-04-06T00:00:00",
          "2013-04-07T00:00:00",
          "2013-04-08T00:00:00",
          "2013-04-09T00:00:00",
          "2013-04-10T00:00:00",
          "2013-04-11T00:00:00",
          "2013-04-12T00:00:00",
          "2013-04-13T00:00:00",
          "2013-04-14T00:00:00",
          "2013-04-15T00:00:00",
          "2013-04-16T00:00:00",
          "2013-04-17T00:00:00",
          "2013-04-18T00:00:00",
          "2013-04-19T00:00:00",
          "2013-04-20T00:00:00",
          "2013-04-21T00:00:00",
          "2013-04-22T00:00:00",
          "2013-04-23T00:00:00",
          "2013-04-24T00:00:00",
          "2013-04-25T00:00:00",
          "2013-04-26T00:00:00",
          "2013-04-27T00:00:00",
          "2013-04-28T00:00:00",
          "2013-04-29T00:00:00",
          "2013-04-30T00:00:00",
          "2013-05-01T00:00:00",
          "2013-05-02T00:00:00",
          "2013-05-03T00:00:00",
          "2013-05-04T00:00:00",
          "2013-05-05T00:00:00",
          "2013-05-06T00:00:00",
          "2013-05-07T00:00:00",
          "2013-05-08T00:00:00",
          "2013-05-09T00:00:00",
          "2013-05-10T00:00:00",
          "2013-05-11T00:00:00",
          "2013-05-12T00:00:00",
          "2013-05-13T00:00:00",
          "2013-05-14T00:00:00",
          "2013-05-15T00:00:00",
          "2013-05-16T00:00:00",
          "2013-05-17T00:00:00",
          "2013-05-18T00:00:00",
          "2013-05-19T00:00:00",
          "2013-05-20T00:00:00",
          "2013-05-21T00:00:00",
          "2013-05-22T00:00:00",
          "2013-05-23T00:00:00",
          "2013-05-24T00:00:00",
          "2013-05-25T00:00:00",
          "2013-05-26T00:00:00",
          "2013-05-27T00:00:00",
          "2013-05-28T00:00:00",
          "2013-05-29T00:00:00",
          "2013-05-30T00:00:00",
          "2013-05-31T00:00:00",
          "2013-06-01T00:00:00",
          "2013-06-02T00:00:00",
          "2013-06-03T00:00:00",
          "2013-06-04T00:00:00",
          "2013-06-05T00:00:00",
          "2013-06-06T00:00:00",
          "2013-06-07T00:00:00",
          "2013-06-08T00:00:00",
          "2013-06-09T00:00:00",
          "2013-06-10T00:00:00",
          "2013-06-11T00:00:00",
          "2013-06-12T00:00:00",
          "2013-06-13T00:00:00",
          "2013-06-14T00:00:00",
          "2013-06-15T00:00:00",
          "2013-06-16T00:00:00",
          "2013-06-17T00:00:00",
          "2013-06-18T00:00:00",
          "2013-06-19T00:00:00",
          "2013-06-20T00:00:00",
          "2013-06-21T00:00:00",
          "2013-06-22T00:00:00",
          "2013-06-23T00:00:00",
          "2013-06-24T00:00:00",
          "2013-06-25T00:00:00",
          "2013-06-26T00:00:00",
          "2013-06-27T00:00:00",
          "2013-06-28T00:00:00",
          "2013-06-29T00:00:00",
          "2013-06-30T00:00:00",
          "2013-07-01T00:00:00",
          "2013-07-02T00:00:00",
          "2013-07-03T00:00:00",
          "2013-07-04T00:00:00",
          "2013-07-05T00:00:00",
          "2013-07-06T00:00:00",
          "2013-07-07T00:00:00",
          "2013-07-08T00:00:00",
          "2013-07-09T00:00:00",
          "2013-07-10T00:00:00",
          "2013-07-11T00:00:00",
          "2013-07-12T00:00:00",
          "2013-07-13T00:00:00",
          "2013-07-14T00:00:00",
          "2013-07-15T00:00:00",
          "2013-07-16T00:00:00",
          "2013-07-17T00:00:00",
          "2013-07-18T00:00:00",
          "2013-07-19T00:00:00",
          "2013-07-20T00:00:00",
          "2013-07-21T00:00:00",
          "2013-07-22T00:00:00",
          "2013-07-23T00:00:00",
          "2013-07-24T00:00:00",
          "2013-07-25T00:00:00",
          "2013-07-26T00:00:00",
          "2013-07-27T00:00:00",
          "2013-07-28T00:00:00",
          "2013-07-29T00:00:00",
          "2013-07-30T00:00:00",
          "2013-07-31T00:00:00",
          "2013-08-01T00:00:00",
          "2013-08-02T00:00:00",
          "2013-08-03T00:00:00",
          "2013-08-04T00:00:00",
          "2013-08-05T00:00:00",
          "2013-08-06T00:00:00",
          "2013-08-07T00:00:00",
          "2013-08-08T00:00:00",
          "2013-08-09T00:00:00",
          "2013-08-10T00:00:00",
          "2013-08-11T00:00:00",
          "2013-08-12T00:00:00",
          "2013-08-13T00:00:00",
          "2013-08-14T00:00:00",
          "2013-08-15T00:00:00",
          "2013-08-16T00:00:00",
          "2013-08-17T00:00:00",
          "2013-08-18T00:00:00",
          "2013-08-19T00:00:00",
          "2013-08-20T00:00:00",
          "2013-08-21T00:00:00",
          "2013-08-22T00:00:00",
          "2013-08-23T00:00:00",
          "2013-08-24T00:00:00",
          "2013-08-25T00:00:00",
          "2013-08-26T00:00:00",
          "2013-08-27T00:00:00",
          "2013-08-28T00:00:00",
          "2013-08-29T00:00:00",
          "2013-08-30T00:00:00",
          "2013-08-31T00:00:00",
          "2013-09-01T00:00:00",
          "2013-09-02T00:00:00",
          "2013-09-03T00:00:00",
          "2013-09-04T00:00:00",
          "2013-09-05T00:00:00",
          "2013-09-06T00:00:00",
          "2013-09-07T00:00:00",
          "2013-09-08T00:00:00",
          "2013-09-09T00:00:00",
          "2013-09-10T00:00:00",
          "2013-09-11T00:00:00",
          "2013-09-12T00:00:00",
          "2013-09-13T00:00:00",
          "2013-09-14T00:00:00",
          "2013-09-15T00:00:00",
          "2013-09-16T00:00:00",
          "2013-09-17T00:00:00",
          "2013-09-18T00:00:00",
          "2013-09-19T00:00:00",
          "2013-09-20T00:00:00",
          "2013-09-21T00:00:00",
          "2013-09-22T00:00:00",
          "2013-09-23T00:00:00",
          "2013-09-24T00:00:00",
          "2013-09-25T00:00:00",
          "2013-09-26T00:00:00",
          "2013-09-27T00:00:00",
          "2013-09-28T00:00:00",
          "2013-09-29T00:00:00",
          "2013-09-30T00:00:00",
          "2013-10-01T00:00:00",
          "2013-10-02T00:00:00",
          "2013-10-03T00:00:00",
          "2013-10-04T00:00:00",
          "2013-10-05T00:00:00",
          "2013-10-06T00:00:00",
          "2013-10-07T00:00:00",
          "2013-10-08T00:00:00",
          "2013-10-09T00:00:00",
          "2013-10-10T00:00:00",
          "2013-10-11T00:00:00",
          "2013-10-12T00:00:00",
          "2013-10-13T00:00:00",
          "2013-10-14T00:00:00",
          "2013-10-15T00:00:00",
          "2013-10-16T00:00:00",
          "2013-10-17T00:00:00",
          "2013-10-18T00:00:00",
          "2013-10-19T00:00:00",
          "2013-10-20T00:00:00",
          "2013-10-21T00:00:00",
          "2013-10-22T00:00:00",
          "2013-10-23T00:00:00",
          "2013-10-24T00:00:00",
          "2013-10-25T00:00:00",
          "2013-10-26T00:00:00",
          "2013-10-27T00:00:00",
          "2013-10-28T00:00:00",
          "2013-10-29T00:00:00",
          "2013-10-30T00:00:00",
          "2013-10-31T00:00:00",
          "2013-11-01T00:00:00",
          "2013-11-02T00:00:00",
          "2013-11-03T00:00:00",
          "2013-11-04T00:00:00",
          "2013-11-05T00:00:00",
          "2013-11-06T00:00:00",
          "2013-11-07T00:00:00",
          "2013-11-08T00:00:00",
          "2013-11-09T00:00:00",
          "2013-11-10T00:00:00",
          "2013-11-11T00:00:00",
          "2013-11-12T00:00:00",
          "2013-11-13T00:00:00",
          "2013-11-14T00:00:00",
          "2013-11-15T00:00:00",
          "2013-11-16T00:00:00",
          "2013-11-17T00:00:00",
          "2013-11-18T00:00:00",
          "2013-11-19T00:00:00",
          "2013-11-20T00:00:00",
          "2013-11-21T00:00:00",
          "2013-11-22T00:00:00",
          "2013-11-23T00:00:00",
          "2013-11-24T00:00:00",
          "2013-11-25T00:00:00",
          "2013-11-26T00:00:00",
          "2013-11-27T00:00:00",
          "2013-11-28T00:00:00",
          "2013-11-29T00:00:00",
          "2013-11-30T00:00:00",
          "2013-12-01T00:00:00",
          "2013-12-02T00:00:00",
          "2013-12-03T00:00:00",
          "2013-12-04T00:00:00",
          "2013-12-05T00:00:00",
          "2013-12-06T00:00:00",
          "2013-12-07T00:00:00",
          "2013-12-08T00:00:00",
          "2013-12-09T00:00:00",
          "2013-12-10T00:00:00",
          "2013-12-11T00:00:00",
          "2013-12-12T00:00:00",
          "2013-12-13T00:00:00",
          "2013-12-14T00:00:00",
          "2013-12-15T00:00:00",
          "2013-12-16T00:00:00",
          "2013-12-17T00:00:00",
          "2013-12-18T00:00:00",
          "2013-12-19T00:00:00",
          "2013-12-20T00:00:00",
          "2013-12-21T00:00:00",
          "2013-12-22T00:00:00",
          "2013-12-23T00:00:00",
          "2013-12-24T00:00:00",
          "2013-12-25T00:00:00",
          "2013-12-26T00:00:00",
          "2013-12-27T00:00:00",
          "2013-12-28T00:00:00",
          "2013-12-29T00:00:00",
          "2013-12-30T00:00:00",
          "2013-12-31T00:00:00",
          "2014-01-01T00:00:00",
          "2014-01-02T00:00:00",
          "2014-01-03T00:00:00",
          "2014-01-04T00:00:00",
          "2014-01-05T00:00:00",
          "2014-01-06T00:00:00",
          "2014-01-07T00:00:00",
          "2014-01-08T00:00:00",
          "2014-01-09T00:00:00",
          "2014-01-10T00:00:00",
          "2014-01-11T00:00:00",
          "2014-01-12T00:00:00",
          "2014-01-13T00:00:00",
          "2014-01-14T00:00:00",
          "2014-01-15T00:00:00",
          "2014-01-16T00:00:00",
          "2014-01-17T00:00:00",
          "2014-01-18T00:00:00",
          "2014-01-19T00:00:00",
          "2014-01-20T00:00:00",
          "2014-01-21T00:00:00",
          "2014-01-22T00:00:00",
          "2014-01-23T00:00:00",
          "2014-01-24T00:00:00",
          "2014-01-25T00:00:00",
          "2014-01-26T00:00:00",
          "2014-02-12T00:00:00",
          "2014-02-13T00:00:00",
          "2014-02-14T00:00:00",
          "2014-02-15T00:00:00",
          "2014-02-16T00:00:00",
          "2014-02-17T00:00:00",
          "2014-02-18T00:00:00",
          "2014-02-19T00:00:00",
          "2014-02-20T00:00:00",
          "2014-02-21T00:00:00",
          "2014-02-22T00:00:00",
          "2014-02-23T00:00:00",
          "2014-02-24T00:00:00",
          "2014-02-25T00:00:00",
          "2014-02-26T00:00:00",
          "2014-02-27T00:00:00",
          "2014-02-28T00:00:00",
          "2014-03-01T00:00:00",
          "2014-03-02T00:00:00",
          "2014-03-03T00:00:00",
          "2014-03-04T00:00:00",
          "2014-03-05T00:00:00",
          "2014-03-06T00:00:00",
          "2014-03-07T00:00:00",
          "2014-03-08T00:00:00",
          "2014-03-09T00:00:00",
          "2014-03-10T00:00:00",
          "2014-03-11T00:00:00",
          "2014-03-12T00:00:00",
          "2014-03-13T00:00:00",
          "2014-03-14T00:00:00",
          "2014-03-15T00:00:00",
          "2014-03-16T00:00:00",
          "2014-03-17T00:00:00",
          "2014-03-18T00:00:00",
          "2014-03-19T00:00:00",
          "2014-03-20T00:00:00",
          "2014-03-21T00:00:00",
          "2014-03-22T00:00:00",
          "2014-03-23T00:00:00",
          "2014-03-24T00:00:00",
          "2014-03-25T00:00:00",
          "2014-03-26T00:00:00",
          "2014-03-27T00:00:00",
          "2014-03-28T00:00:00",
          "2014-03-29T00:00:00",
          "2014-03-30T00:00:00",
          "2014-03-31T00:00:00",
          "2014-04-01T00:00:00",
          "2014-04-02T00:00:00",
          "2014-04-03T00:00:00",
          "2014-04-04T00:00:00",
          "2014-04-05T00:00:00",
          "2014-04-06T00:00:00",
          "2014-04-07T00:00:00",
          "2014-04-08T00:00:00",
          "2014-04-09T00:00:00",
          "2014-04-10T00:00:00",
          "2014-04-11T00:00:00",
          "2014-04-12T00:00:00",
          "2014-04-13T00:00:00",
          "2014-04-14T00:00:00",
          "2014-04-15T00:00:00",
          "2014-04-16T00:00:00",
          "2014-04-17T00:00:00",
          "2014-04-18T00:00:00",
          "2014-04-19T00:00:00",
          "2014-04-20T00:00:00",
          "2014-04-21T00:00:00",
          "2014-04-22T00:00:00",
          "2014-04-23T00:00:00",
          "2014-04-24T00:00:00",
          "2014-04-25T00:00:00",
          "2014-04-26T00:00:00",
          "2014-04-27T00:00:00",
          "2014-04-28T00:00:00",
          "2014-04-29T00:00:00",
          "2014-04-30T00:00:00",
          "2014-05-01T00:00:00",
          "2014-05-02T00:00:00",
          "2014-05-03T00:00:00",
          "2014-05-04T00:00:00",
          "2014-05-05T00:00:00",
          "2014-05-06T00:00:00",
          "2014-05-07T00:00:00",
          "2014-05-08T00:00:00",
          "2014-05-09T00:00:00",
          "2014-05-10T00:00:00",
          "2014-05-11T00:00:00",
          "2014-05-12T00:00:00",
          "2014-05-13T00:00:00",
          "2014-05-14T00:00:00",
          "2014-05-15T00:00:00",
          "2014-05-16T00:00:00",
          "2014-05-17T00:00:00",
          "2014-05-18T00:00:00",
          "2014-05-19T00:00:00",
          "2014-05-20T00:00:00",
          "2014-05-21T00:00:00",
          "2014-05-22T00:00:00",
          "2014-05-23T00:00:00",
          "2014-05-24T00:00:00",
          "2014-05-25T00:00:00",
          "2014-05-26T00:00:00",
          "2014-05-27T00:00:00",
          "2014-05-28T00:00:00",
          "2014-05-29T00:00:00",
          "2014-05-30T00:00:00",
          "2014-05-31T00:00:00",
          "2014-06-01T00:00:00",
          "2014-06-02T00:00:00",
          "2014-06-03T00:00:00",
          "2014-06-04T00:00:00",
          "2014-06-05T00:00:00",
          "2014-06-06T00:00:00",
          "2014-06-07T00:00:00",
          "2014-06-08T00:00:00",
          "2014-06-09T00:00:00",
          "2014-06-10T00:00:00",
          "2014-06-11T00:00:00",
          "2014-06-12T00:00:00",
          "2014-06-13T00:00:00",
          "2014-06-14T00:00:00",
          "2014-06-15T00:00:00",
          "2014-06-16T00:00:00",
          "2014-06-17T00:00:00",
          "2014-06-18T00:00:00",
          "2014-06-19T00:00:00",
          "2014-06-20T00:00:00",
          "2014-06-21T00:00:00",
          "2014-06-22T00:00:00",
          "2014-06-23T00:00:00",
          "2014-06-24T00:00:00",
          "2014-06-25T00:00:00",
          "2014-06-26T00:00:00",
          "2014-06-27T00:00:00",
          "2014-06-28T00:00:00",
          "2014-06-29T00:00:00",
          "2014-06-30T00:00:00",
          "2014-07-01T00:00:00",
          "2014-07-02T00:00:00",
          "2014-07-03T00:00:00",
          "2014-07-04T00:00:00",
          "2014-07-05T00:00:00",
          "2014-07-06T00:00:00",
          "2014-07-07T00:00:00",
          "2014-07-08T00:00:00",
          "2014-07-09T00:00:00",
          "2014-07-10T00:00:00",
          "2014-07-11T00:00:00",
          "2014-07-12T00:00:00",
          "2014-07-13T00:00:00",
          "2014-07-14T00:00:00",
          "2014-07-15T00:00:00",
          "2014-07-16T00:00:00",
          "2014-07-17T00:00:00",
          "2014-07-18T00:00:00",
          "2014-07-19T00:00:00",
          "2014-07-20T00:00:00",
          "2014-07-21T00:00:00",
          "2014-07-22T00:00:00",
          "2014-07-23T00:00:00",
          "2014-07-24T00:00:00",
          "2014-07-25T00:00:00",
          "2014-07-26T00:00:00",
          "2014-07-27T00:00:00",
          "2014-07-28T00:00:00",
          "2014-07-29T00:00:00",
          "2014-07-30T00:00:00",
          "2014-07-31T00:00:00",
          "2014-08-01T00:00:00",
          "2014-08-02T00:00:00",
          "2014-08-03T00:00:00",
          "2014-08-04T00:00:00",
          "2014-08-05T00:00:00",
          "2014-08-06T00:00:00",
          "2014-08-07T00:00:00",
          "2014-08-08T00:00:00",
          "2014-08-09T00:00:00",
          "2014-08-10T00:00:00",
          "2014-08-11T00:00:00",
          "2014-08-12T00:00:00",
          "2014-08-13T00:00:00",
          "2014-08-14T00:00:00",
          "2014-08-15T00:00:00",
          "2014-08-16T00:00:00",
          "2014-08-17T00:00:00",
          "2014-08-18T00:00:00",
          "2014-08-19T00:00:00",
          "2014-08-20T00:00:00",
          "2014-08-21T00:00:00",
          "2014-08-22T00:00:00",
          "2014-08-23T00:00:00",
          "2014-08-24T00:00:00",
          "2014-08-25T00:00:00",
          "2014-08-26T00:00:00",
          "2014-08-27T00:00:00",
          "2014-08-28T00:00:00",
          "2014-08-29T00:00:00",
          "2014-08-30T00:00:00",
          "2014-08-31T00:00:00",
          "2014-09-01T00:00:00",
          "2014-09-02T00:00:00",
          "2014-09-03T00:00:00",
          "2014-09-04T00:00:00",
          "2014-09-05T00:00:00",
          "2014-09-06T00:00:00",
          "2014-09-07T00:00:00",
          "2014-09-08T00:00:00",
          "2014-09-09T00:00:00",
          "2014-09-10T00:00:00",
          "2014-09-11T00:00:00",
          "2014-09-12T00:00:00",
          "2014-09-13T00:00:00",
          "2014-09-14T00:00:00",
          "2014-09-15T00:00:00",
          "2014-09-16T00:00:00",
          "2014-09-17T00:00:00",
          "2014-09-18T00:00:00",
          "2014-09-19T00:00:00",
          "2014-09-20T00:00:00",
          "2014-09-21T00:00:00",
          "2014-09-22T00:00:00",
          "2014-09-23T00:00:00",
          "2014-09-24T00:00:00",
          "2014-09-25T00:00:00",
          "2014-09-26T00:00:00",
          "2014-09-27T00:00:00",
          "2014-09-28T00:00:00",
          "2014-09-29T00:00:00",
          "2014-09-30T00:00:00",
          "2014-10-01T00:00:00",
          "2014-10-02T00:00:00",
          "2014-10-03T00:00:00",
          "2014-10-04T00:00:00",
          "2014-10-05T00:00:00",
          "2014-10-06T00:00:00",
          "2014-10-07T00:00:00",
          "2014-10-08T00:00:00",
          "2014-10-09T00:00:00",
          "2014-10-10T00:00:00",
          "2014-10-11T00:00:00",
          "2014-10-12T00:00:00",
          "2014-10-13T00:00:00",
          "2014-10-14T00:00:00",
          "2014-10-15T00:00:00",
          "2014-10-16T00:00:00",
          "2014-10-17T00:00:00",
          "2014-10-18T00:00:00",
          "2014-10-19T00:00:00",
          "2014-10-20T00:00:00",
          "2014-10-21T00:00:00",
          "2014-10-22T00:00:00",
          "2014-10-23T00:00:00",
          "2014-10-24T00:00:00",
          "2014-10-25T00:00:00",
          "2014-10-26T00:00:00",
          "2014-10-27T00:00:00",
          "2014-10-28T00:00:00",
          "2014-10-29T00:00:00",
          "2014-10-30T00:00:00",
          "2014-10-31T00:00:00",
          "2014-11-01T00:00:00",
          "2014-11-02T00:00:00",
          "2014-11-03T00:00:00",
          "2014-11-04T00:00:00",
          "2014-11-05T00:00:00",
          "2014-11-06T00:00:00",
          "2014-11-07T00:00:00",
          "2014-11-08T00:00:00",
          "2014-11-09T00:00:00",
          "2014-11-10T00:00:00",
          "2014-11-11T00:00:00",
          "2014-11-12T00:00:00",
          "2014-11-13T00:00:00",
          "2014-11-14T00:00:00",
          "2014-11-15T00:00:00",
          "2014-11-16T00:00:00",
          "2014-11-17T00:00:00",
          "2014-11-18T00:00:00",
          "2014-11-19T00:00:00",
          "2014-11-20T00:00:00",
          "2014-11-21T00:00:00",
          "2014-11-22T00:00:00",
          "2014-11-23T00:00:00",
          "2014-11-24T00:00:00",
          "2014-11-25T00:00:00",
          "2014-11-26T00:00:00",
          "2014-11-27T00:00:00",
          "2014-11-28T00:00:00",
          "2014-11-29T00:00:00",
          "2014-11-30T00:00:00",
          "2014-12-01T00:00:00",
          "2014-12-02T00:00:00",
          "2014-12-03T00:00:00",
          "2014-12-04T00:00:00",
          "2014-12-05T00:00:00",
          "2014-12-06T00:00:00",
          "2014-12-07T00:00:00",
          "2014-12-08T00:00:00",
          "2014-12-09T00:00:00",
          "2014-12-10T00:00:00",
          "2014-12-11T00:00:00",
          "2014-12-12T00:00:00",
          "2014-12-13T00:00:00",
          "2014-12-14T00:00:00",
          "2014-12-15T00:00:00",
          "2014-12-16T00:00:00",
          "2014-12-17T00:00:00",
          "2014-12-18T00:00:00",
          "2014-12-19T00:00:00",
          "2014-12-20T00:00:00",
          "2014-12-21T00:00:00",
          "2014-12-22T00:00:00",
          "2014-12-23T00:00:00",
          "2014-12-24T00:00:00",
          "2014-12-25T00:00:00",
          "2014-12-26T00:00:00",
          "2014-12-27T00:00:00",
          "2014-12-28T00:00:00",
          "2014-12-29T00:00:00",
          "2014-12-30T00:00:00",
          "2014-12-31T00:00:00",
          "2015-01-01T00:00:00",
          "2015-01-02T00:00:00",
          "2015-01-03T00:00:00",
          "2015-01-04T00:00:00",
          "2015-01-05T00:00:00",
          "2015-01-06T00:00:00",
          "2015-01-07T00:00:00",
          "2015-01-08T00:00:00",
          "2015-01-09T00:00:00",
          "2015-01-10T00:00:00",
          "2015-01-11T00:00:00",
          "2015-01-12T00:00:00",
          "2015-01-13T00:00:00",
          "2015-01-14T00:00:00",
          "2015-01-15T00:00:00",
          "2015-01-16T00:00:00",
          "2015-01-17T00:00:00",
          "2015-01-18T00:00:00",
          "2015-01-19T00:00:00",
          "2015-01-20T00:00:00",
          "2015-01-21T00:00:00",
          "2015-01-22T00:00:00",
          "2015-01-23T00:00:00",
          "2015-01-24T00:00:00",
          "2015-01-25T00:00:00",
          "2015-01-26T00:00:00",
          "2015-01-27T00:00:00",
          "2015-01-28T00:00:00",
          "2015-01-29T00:00:00",
          "2015-01-30T00:00:00",
          "2015-01-31T00:00:00",
          "2015-02-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          0.9227856968123174,
          0.9187817898271563,
          0.9185981223951329,
          0.9196871743956867,
          0.9196319230657545,
          0.9199874957967729,
          0.9207954119320413,
          0.9210913679236368,
          0.9213553907012481,
          0.9211749605523168,
          0.9219021822329406,
          0.9221432875632442,
          0.9226399690796028,
          0.923174718830616,
          0.9243059701011834,
          0.9247654074603626,
          0.9260704411914997,
          0.9270461961926554,
          0.9276653153123665,
          0.9281164255652622,
          0.928444037097705,
          0.9288933739871944,
          0.929496121751402,
          0.930322751787142,
          0.9315981959716304,
          0.932169575195313,
          0.93287071691147,
          0.9327837158535117,
          0.9331799530474948,
          0.9334291251521742,
          0.9335304694972338,
          0.9337160740515003,
          0.9342242280608085,
          0.9345611679559312,
          0.9349985520275169,
          0.9354600810533402,
          0.9353832877767667,
          0.9348485421053857,
          0.9345313505195347,
          0.9343865238063465,
          0.9347084207879224,
          0.9344714468630053,
          0.9347521344445666,
          0.9346112809803365,
          0.9342058703388807,
          0.9339490689863665,
          0.9337794356312048,
          0.9331399261076408,
          0.9326390753324196,
          0.9322618014417164,
          0.9319357480812631,
          0.9325603845453586,
          0.932606049106088,
          0.932848855021848,
          0.9323109739564706,
          0.9316764688095392,
          0.9311304709662551,
          0.9306732910786855,
          0.9308332273885432,
          0.9307984356784843,
          0.9302995353435477,
          0.9295735841843439,
          0.9289933276212204,
          0.9286765663330875,
          0.9286957324322991,
          0.9284370549054203,
          0.9287322411902459,
          0.9296412172153794,
          0.9296431733166806,
          0.9307007768885952,
          0.9311257539874885,
          0.9311811951766374,
          0.9311537010537315,
          0.9309324964164084,
          0.9311737311292202,
          0.9321177662532826,
          0.932525686266259,
          0.9326338589238297,
          0.9322205040037473,
          0.9322673764585849,
          0.931460305223387,
          0.9308048307221597,
          0.9299147846723249,
          0.9289594361934578,
          0.9283303633335649,
          0.9280940210791888,
          0.9280106019619678,
          0.9277994762212624,
          0.9277734478730003,
          0.9276542516126789,
          0.927906091621816,
          0.9285457483600634,
          0.9286578187251168,
          0.9295951604683099,
          0.9301030303498463,
          0.9303498191237942,
          0.9306477201240014,
          0.9307846454943638,
          0.9308985530451953,
          0.9307652917656932,
          0.9308148461603083,
          0.9309721749343657,
          0.9315594436169117,
          0.9315639840149532,
          0.9316225978036782,
          0.9313787273737855,
          0.9308651249366106,
          0.9307433912596541,
          0.9302706054684017,
          0.9308187194337879,
          0.9308914188445776,
          0.9315376313027954,
          0.9319876931999581,
          0.9319298018261731,
          0.9315402769668236,
          0.93146047922644,
          0.9313556401002554,
          0.9310858493431355,
          0.9311935581375315,
          0.9309984117342645,
          0.9308745975815033,
          0.9303917353754401,
          0.9299828254178691,
          0.9297898131735131,
          0.9290064071011701,
          0.9281180198969313,
          0.9272538701595053,
          0.9266896097905236,
          0.9266606153921032,
          0.926730151439682,
          0.9266247121639577,
          0.926383395122532,
          0.9265461198792461,
          0.9265559478255331,
          0.9272118461455943,
          0.9278970193402674,
          0.9286634184521013,
          0.9295527889328417,
          0.9303328980733032,
          0.9302921788284546,
          0.9300932472448253,
          0.9301677013619241,
          0.9305530588466582,
          0.930847732160152,
          0.9306346684967268,
          0.9317068623114838,
          0.932693896768211,
          0.933299697258798,
          0.933871785860239,
          0.9338911648896048,
          0.9342383257083922,
          0.9343215634178526,
          0.9347981764330098,
          0.9351356093958821,
          0.9353878472210553,
          0.9350780436878294,
          0.9352579555532263,
          0.9357461460414008,
          0.9359496373285806,
          0.9360085704814856,
          0.935243421414127,
          0.9350978288409948,
          0.9347869303469882,
          0.9345623367177911,
          0.9335199244126697,
          0.9329740725020897,
          0.9322566181325161,
          0.9311287480597014,
          0.9301748091263105,
          0.9297912049648521,
          0.9296394877717028,
          0.9302862067632752,
          0.9300523064552652,
          0.9297231462103519,
          0.9294456569908427,
          0.9302422616077792,
          0.9306112129625174,
          0.9308958871631379,
          0.9303560671953233,
          0.9301142471018736,
          0.929989396084024,
          0.9301153689666184,
          0.9302222583931102,
          0.9302848197026455,
          0.9303216961380354,
          0.930391786675555,
          0.9307535295185269,
          0.9312329299155877,
          0.9311115827833706,
          0.9308800918535731,
          0.9307930612220008,
          0.9306342996570538,
          0.9301668595040555,
          0.9297917723728847,
          0.9292361890079285,
          0.9298009488326999,
          0.9299081666032237,
          0.9300960672989997,
          0.930258913532372,
          0.9300879721472972,
          0.929474202881909,
          0.9289349399374227,
          0.9287829703745637,
          0.9288164785224624,
          0.9289829753372435,
          0.9289985033928203,
          0.9289969712961459,
          0.9290052921587604,
          0.9286066965429499,
          0.9291208205339861,
          0.9297919555685515,
          0.9302494049110294,
          0.9311601109329839,
          0.9325516109503426,
          0.9333001262256424,
          0.933212995417261,
          0.9335856754004905,
          0.9340543739009675,
          0.9347115543556496,
          0.9355469656387224,
          0.9360817241855908,
          0.9365499777545963,
          0.9369124805373861,
          0.9379626857133244,
          0.9382121563462318,
          0.9380016419657772,
          0.937875239747519,
          0.9379810278508993,
          0.9379445668267199,
          0.9377919252664572,
          0.9386325900466089,
          0.9393179399334117,
          0.9402235883743761,
          0.9406640066627767,
          0.9410557279979131,
          0.9409451546671803,
          0.9410408443758588,
          0.9406393375605708,
          0.9403081549266523,
          0.9399760129512515,
          0.9395721625907496,
          0.9392796347442183,
          0.9387825106476814,
          0.9379122946382041,
          0.9368700397575374,
          0.9359966391281156,
          0.9356638443067122,
          0.9353061725782537,
          0.9342372919668983,
          0.932939143632128,
          0.9316439555259753,
          0.9308605949244657,
          0.93030445851194,
          0.9295996647253647,
          0.9286219288851716,
          0.9273808830856656,
          0.9274945414197826,
          0.9273732741344244,
          0.9268155510734845,
          0.9262077002516972,
          0.9260672313107252,
          0.9254014441091704,
          0.9248003040347532,
          0.9238486763668441,
          0.9236242957704835,
          0.9232852164865697,
          0.9225832719314959,
          0.9219792905387768,
          0.9211717576939136,
          0.9205903897561214,
          0.9192854682934037,
          0.9191024637946036,
          0.919405844515865,
          0.9197866133236459,
          0.9202963736094529,
          0.9205953257740394,
          0.9211743865292278,
          0.9208917918578895,
          0.9202297684781148,
          0.9197654981035541,
          0.9194203792128361,
          0.9193670680592174,
          0.919058598676858,
          0.9191947411880673,
          0.9192904932696202,
          0.9200362179968035,
          0.921208675173014,
          0.921117784074953,
          0.9218510979887684,
          0.9235258755868976,
          0.9254081243746815,
          0.9260467922569604,
          0.9270612709012913,
          0.9280691718941176,
          0.9287762073665994,
          0.929097701669128,
          0.92959628437005,
          0.9307900655717357,
          0.9318200582770314,
          0.9328495701276626,
          0.9335963240170866,
          0.9336006227646001,
          0.9331669412623383,
          0.9319488847976078,
          0.9310403399101657,
          0.9294225792798376,
          0.9283400333827443,
          0.927484224288562,
          0.9263806847768783,
          0.9248602320010929,
          0.9241349031638141,
          0.9220943508958966,
          0.9212354831159344,
          0.9202755249967809,
          0.9194852015562178,
          0.9197247087382489,
          0.9196628184192825,
          0.9192340974248346,
          0.9195360055106854,
          0.9190406751216671,
          0.9184673427224637,
          0.9179121007225179,
          0.9172317391614395,
          0.9166037617954115,
          0.9156970486794435,
          0.9155031450423076,
          0.9154305275998305,
          0.9148836679990642,
          0.91439106984197,
          0.9135430973650178,
          0.9133571391997136,
          0.9129985710045898,
          0.9135516957609986,
          0.9141216647917606,
          0.9146907820329979,
          0.9147769050731738,
          0.9154133462334968,
          0.9156896473893905,
          0.9157358594010808,
          0.9161037686384497,
          0.916660193191724,
          0.9173957116987923,
          0.9185827042024945,
          0.9189859757413081,
          0.9190309295751501,
          0.9189448903859705,
          0.9186846905091267,
          0.9188771072623199,
          0.9190543832944251,
          0.9190119813032682,
          0.9195143150986788,
          0.9204297968733085,
          0.9217894838821354,
          0.9231974473308731,
          0.9243486034120196,
          0.9252403681067296,
          0.926330201702352,
          0.9275710503870557,
          0.9283621889054618,
          0.9290873543219,
          0.9300430708300804,
          0.9314136823624386,
          0.9319305278540345,
          0.9321119165240932,
          0.9326292764581035,
          0.9334852543422765,
          0.9331321625246776,
          0.933540734893802,
          0.9336237781781239,
          0.93390921415185,
          0.9339742897193659,
          0.9341287164745002,
          0.9336035462673007,
          0.9323117627329316,
          0.9315054777655174,
          0.9310530232428578,
          0.931016792610595,
          0.931225302331216,
          0.9312166857714137,
          0.9303913318288402,
          0.9307073908821033,
          0.9304092092347898,
          0.9297289899265352,
          0.9286809554739098,
          0.9265648578145902,
          0.9254219056025246,
          0.9242722891765702,
          0.9224469715358175,
          0.9206060146936523,
          0.9191062711293225,
          0.9180403568495429,
          0.9174080341254798,
          0.9162042176370468,
          0.9151557211972546,
          0.9141499447587166,
          0.9133417675089215,
          0.9116535856913344,
          0.9109712271710024,
          0.9105152574344563,
          0.9104680574049937,
          0.9098323240116071,
          0.909582714430981,
          0.9097610534769877,
          0.9097200528945982,
          0.9106765187656809,
          0.9103860341073003,
          0.9101031223703312,
          0.9099853845323842,
          0.9096533878535589,
          0.9090038141750287,
          0.9076755908646994,
          0.9072303639998153,
          0.9064951597184533,
          0.905748414736577,
          0.9050063391133236,
          0.9053024767070427,
          0.9049822346210199,
          0.9046168441790761,
          0.9046468761737073,
          0.9046278796320385,
          0.9049386769864727,
          0.905393001521522,
          0.9055058083453216,
          0.9059622272682688,
          0.9062922300146581,
          0.9067569245417328,
          0.9069349368833786,
          0.9075664023817351,
          0.9072736088200888,
          0.9071270957090294,
          0.9071858471674392,
          0.9078839237981999,
          0.9063510924180717,
          0.9049440462916152,
          0.904501985339714,
          0.9039762986855064,
          0.9030003654169232,
          0.9033437327983691,
          0.9020355713850852,
          0.9011035637124825,
          0.9009899148509634,
          0.9010468556651663,
          0.9011082852296934,
          0.9014113504640218,
          0.901042890546881,
          0.9004957972711511,
          0.8994494624571182,
          0.9042814996475813,
          0.9000108912363196,
          0.8965366715477334,
          0.8952867366848084,
          0.895723501610167,
          0.8973816770128956,
          0.9001829737172682,
          0.9031705196647184,
          0.9067749868681007,
          0.910091351948344,
          0.9122111686213071,
          0.9138985956506178,
          0.9158849038061049,
          0.9168275381812968,
          0.9179794752210175,
          0.9189470145719134,
          0.9199132204757325,
          0.9203322293587964,
          0.9206396776737685,
          0.9211459967994985,
          0.9213122182977883,
          0.9212912652094369,
          0.9215745699023894,
          0.9219433796976797,
          0.9220772880735668,
          0.9229102092164727,
          0.9231382858657323,
          0.9227957067514727,
          0.9232327726288951,
          0.9232926311830943,
          0.9229125222729009,
          0.922509140302617,
          0.9237196712588911,
          0.9249638373428167,
          0.9261310976149556,
          0.9272037032640308,
          0.9275603082503143,
          0.9276168493849082,
          0.9278524533476448,
          0.9271749890129121,
          0.9264888376682092,
          0.9252266219975042,
          0.9241593356733606,
          0.9229487398153318,
          0.9221258180323695,
          0.9211541003601892,
          0.9208150710302793,
          0.9203867138802326,
          0.9194091774617205,
          0.9193446734119423,
          0.9187234417616393,
          0.9181086770316285,
          0.9184746086062089,
          0.9180203403335375,
          0.9168943790872979,
          0.915924122461084,
          0.9159878827491225,
          0.9164623025690025,
          0.9169507969048591,
          0.9168449438863022,
          0.9170626567106321,
          0.9174886929436004,
          0.9181863449326437,
          0.9182092555809492,
          0.9167547689524247,
          0.9157508143772481,
          0.9148948272992414,
          0.9146490133211345,
          0.9141533780117781,
          0.9147126160480732,
          0.9158277119335453,
          0.9159540956190673,
          0.9164166299576282,
          0.9173434442578727,
          0.9184684417640514,
          0.9189048903769802,
          0.9196996960426064,
          0.9198715519920941,
          0.9199351892863427,
          0.9195551207689872,
          0.919414899635313,
          0.919095339956911,
          0.9191028156269204,
          0.9198409803779032,
          0.9205884686101569,
          0.9209925809931498,
          0.9220513761048061,
          0.9226516655201206,
          0.9227686111332706,
          0.9230368848641923,
          0.9228562217332426,
          0.9221394037227099,
          0.9219295771692351,
          0.9216798442376816,
          0.92153119974246,
          0.9221196931661906,
          0.9231096164201201,
          0.9229974855469145,
          0.9230094497818605,
          0.9233125221791679,
          0.9231034325267251,
          0.9224158874990087,
          0.922100907033829,
          0.921395005975576,
          0.9210352873562109,
          0.920647427938417,
          0.9206589878308261,
          0.9206941608398933,
          0.9211146289918042,
          0.9213844448584867,
          0.9201049810306211,
          0.918880975612831,
          0.9178131228252011,
          0.9159197796213879,
          0.9131628223927478,
          0.9117048520841983,
          0.9088402150329101,
          0.9066329544149228,
          0.9042582811881213,
          0.9020985333643146,
          0.8994967454075707,
          0.8971027168722221,
          0.8952859852019966,
          0.8931686980273713,
          0.8910145272114889,
          0.888414822276319,
          0.886086929771875,
          0.8841721703054348,
          0.8815327564843473,
          0.8785694789750835,
          0.8768010782618991,
          0.8744184118748348,
          0.8730531326028244,
          0.8721507214048302,
          0.8706060752815079,
          0.868376244840699,
          0.8656644159492334,
          0.8623623450420959,
          0.8575789932361546,
          0.853843067179845,
          0.8511406736258881,
          0.8490789023201182,
          0.8472597095304711,
          0.8457921775117836,
          0.845378656535644,
          0.844338128072151,
          0.8430735387161068,
          0.8428312567162355,
          0.8428363418790145,
          0.8421612551458187,
          0.8418770356146039,
          0.8412782658248588,
          0.8401957338588475,
          0.8400066100213989,
          0.839637130285713,
          0.8394118710003426,
          0.8397346934555534,
          0.8397797493015559,
          0.8402559127815497,
          0.8405986308680335,
          0.8408046336310208,
          0.8411102882370884,
          0.8412456239028498,
          0.8414986987738917,
          0.8417209532528585,
          0.8419585086653242,
          0.8420517997329242,
          0.842603138421371,
          0.8425217352456971,
          0.842651127308967,
          0.8415687343337016,
          0.8410145011272885,
          0.8406411746783203,
          0.8404425783740959,
          0.8405451688224853,
          0.8412910659963954,
          0.8414441856914125,
          0.841059129664618,
          0.8402118259718604,
          0.839627269106852,
          0.8391825144368986,
          0.8389599152468891,
          0.8390076307479359,
          0.8398224874420737,
          0.8404152375079104,
          0.8405301782201421,
          0.8403773985816801,
          0.8400621396487988,
          0.8404749290225029,
          0.840317962609459,
          0.8418275867563647,
          0.8430028107122041,
          0.8438742276852009,
          0.8433941566869224,
          0.8433398150421805,
          0.8428791736665424,
          0.8427089258567246,
          0.8429954780553567,
          0.8420580031334289,
          0.8427403928265669,
          0.8427304437261585,
          0.8440795725002163,
          0.845349386355745,
          0.8466978485527601,
          0.8484247085714016,
          0.8486453920753829,
          0.8483326848128723,
          0.8493830435708389,
          0.8499849176027837,
          0.8496792578014158,
          0.8479847772436284,
          0.8479591939408064,
          0.8473907342123738,
          0.8464213713619921,
          0.8459098994419807,
          0.8453273114419054,
          0.8451027613466571,
          0.8445100432850378,
          0.8436640142605898,
          0.8423385974991572,
          0.8417550079807398,
          0.8408166015419642,
          0.839577193528579,
          0.8390068428129376,
          0.837401229022146,
          0.8378687906462194,
          0.8390115401391042,
          0.8399453538567023,
          0.8400718783867953,
          0.8396125169922795,
          0.8393962858634744,
          0.8392921791868853,
          0.8398275068572628,
          0.8394998784194315,
          0.839522427445575,
          0.8387965272290756,
          0.8383479223369239,
          0.8381834451707934,
          0.8387484348711487,
          0.8390624492254676,
          0.8382870025753604,
          0.8388238910698724,
          0.8388747068460516,
          0.838681377481889,
          0.8384696571274011,
          0.8378840209296631,
          0.837729080610495,
          0.8385057379682591,
          0.8386718614104999,
          0.8394036100432882,
          0.839767638208481,
          0.8402006755586459,
          0.840097311822278,
          0.8401337522282004,
          0.8398853802190567,
          0.8404157746026474,
          0.8398430924566836,
          0.8395274259494254,
          0.838936888462709,
          0.8386375966858723,
          0.838039503908088,
          0.8382222920951397,
          0.8381767238010919,
          0.8369565730580651,
          0.8373307060356593,
          0.8376437964330707,
          0.8372750646119727,
          0.8364437761877435,
          0.8360632067482635,
          0.8354441534579786,
          0.834835225591964,
          0.8361467889346946,
          0.8373768414207592,
          0.83821297739366,
          0.8394455734311301,
          0.8405077845878662,
          0.841147862884679,
          0.8416603559469282,
          0.8422471289907938,
          0.8429602757760518,
          0.8430083910372806,
          0.8433239179241998,
          0.8440018778587712,
          0.844246162624607,
          0.8444920261065462,
          0.8450276413116967,
          0.8460920442590607,
          0.8468003662329225,
          0.8469500087610147,
          0.8469798381522605,
          0.8466289610111437,
          0.8465302159164775,
          0.8472332013543797,
          0.8471733668056878,
          0.8469552973176477,
          0.8458970955900619,
          0.8457579741026378,
          0.846740124026777,
          0.8480666904374067,
          0.8495521839292148,
          0.8507249767650676,
          0.8518396684238225,
          0.851215078178033,
          0.8509421183168397,
          0.8501287293087582,
          0.8491676088852058,
          0.8484445588962719,
          0.847901856504861,
          0.8476552013513114,
          0.84745378900868,
          0.8462348722506717,
          0.8442245442888432,
          0.8439355679894758,
          0.8428831913638595,
          0.8415793259993642,
          0.8409579455772882,
          0.8401675221707527,
          0.8389809159076407,
          0.8375053556644276,
          0.8369647315749419,
          0.8381309402660084,
          0.8381792634544559,
          0.8386075045741329,
          0.837780415926759,
          0.8385824625973742,
          0.8389538027500724,
          0.8396616465443449,
          0.8411874363340461,
          0.8419758833958412,
          0.8424863715407702,
          0.8430616653400113,
          0.843516113432809,
          0.8430240519933,
          0.8423778807051887,
          0.8429307237196563,
          0.843697762608493,
          0.8426261576864106,
          0.8414152045146175,
          0.840830780822851,
          0.8408726659242068,
          0.8410204176498588,
          0.8415638825936652,
          0.8423429208038498,
          0.8431742760587515,
          0.8442245499074936,
          0.8447330456885291,
          0.8449533698056584,
          0.844809040698466,
          0.8442915641242901,
          0.8442759482520912,
          0.842593156059553,
          0.8426882532156493,
          0.8433488520574923,
          0.8438809404795972,
          0.8436188642298449
         ],
         "yaxis": "y"
        },
        {
         "connectgaps": false,
         "fill": "tonexty",
         "fillcolor": "rgba(0.38823529411764707, 0.43137254901960786, 0.9803921568627451, 0.2)",
         "hoverinfo": "skip",
         "legendgroup": "shy_shampoo_rf8w34nf",
         "line": {
          "width": 0
         },
         "name": "shy_shampoo_rf8w34nf",
         "showlegend": false,
         "type": "scatter",
         "x": [
          "2012-11-06T00:00:00",
          "2012-11-07T00:00:00",
          "2012-11-08T00:00:00",
          "2012-11-09T00:00:00",
          "2012-11-10T00:00:00",
          "2012-11-11T00:00:00",
          "2012-11-12T00:00:00",
          "2012-11-13T00:00:00",
          "2012-11-14T00:00:00",
          "2012-11-15T00:00:00",
          "2012-11-16T00:00:00",
          "2012-11-17T00:00:00",
          "2012-11-18T00:00:00",
          "2012-11-19T00:00:00",
          "2012-11-20T00:00:00",
          "2012-11-21T00:00:00",
          "2012-11-22T00:00:00",
          "2012-11-23T00:00:00",
          "2012-11-24T00:00:00",
          "2012-11-25T00:00:00",
          "2012-11-26T00:00:00",
          "2012-11-27T00:00:00",
          "2012-11-28T00:00:00",
          "2012-11-29T00:00:00",
          "2012-11-30T00:00:00",
          "2012-12-01T00:00:00",
          "2012-12-02T00:00:00",
          "2012-12-03T00:00:00",
          "2012-12-04T00:00:00",
          "2012-12-05T00:00:00",
          "2012-12-06T00:00:00",
          "2012-12-07T00:00:00",
          "2012-12-08T00:00:00",
          "2012-12-09T00:00:00",
          "2012-12-10T00:00:00",
          "2012-12-11T00:00:00",
          "2012-12-12T00:00:00",
          "2012-12-13T00:00:00",
          "2012-12-14T00:00:00",
          "2012-12-15T00:00:00",
          "2012-12-16T00:00:00",
          "2012-12-17T00:00:00",
          "2012-12-18T00:00:00",
          "2012-12-19T00:00:00",
          "2012-12-20T00:00:00",
          "2012-12-21T00:00:00",
          "2012-12-22T00:00:00",
          "2012-12-23T00:00:00",
          "2012-12-24T00:00:00",
          "2012-12-25T00:00:00",
          "2012-12-26T00:00:00",
          "2012-12-27T00:00:00",
          "2012-12-28T00:00:00",
          "2012-12-29T00:00:00",
          "2012-12-30T00:00:00",
          "2012-12-31T00:00:00",
          "2013-01-01T00:00:00",
          "2013-01-02T00:00:00",
          "2013-01-03T00:00:00",
          "2013-01-04T00:00:00",
          "2013-01-05T00:00:00",
          "2013-01-06T00:00:00",
          "2013-01-07T00:00:00",
          "2013-01-08T00:00:00",
          "2013-01-09T00:00:00",
          "2013-01-10T00:00:00",
          "2013-01-11T00:00:00",
          "2013-01-12T00:00:00",
          "2013-01-13T00:00:00",
          "2013-01-14T00:00:00",
          "2013-01-15T00:00:00",
          "2013-01-16T00:00:00",
          "2013-01-17T00:00:00",
          "2013-01-18T00:00:00",
          "2013-01-19T00:00:00",
          "2013-01-20T00:00:00",
          "2013-01-21T00:00:00",
          "2013-01-22T00:00:00",
          "2013-01-23T00:00:00",
          "2013-01-24T00:00:00",
          "2013-01-25T00:00:00",
          "2013-01-26T00:00:00",
          "2013-01-27T00:00:00",
          "2013-01-28T00:00:00",
          "2013-01-29T00:00:00",
          "2013-01-30T00:00:00",
          "2013-01-31T00:00:00",
          "2013-02-01T00:00:00",
          "2013-02-02T00:00:00",
          "2013-02-03T00:00:00",
          "2013-02-04T00:00:00",
          "2013-02-05T00:00:00",
          "2013-02-06T00:00:00",
          "2013-02-07T00:00:00",
          "2013-02-08T00:00:00",
          "2013-02-09T00:00:00",
          "2013-02-10T00:00:00",
          "2013-02-11T00:00:00",
          "2013-02-12T00:00:00",
          "2013-02-13T00:00:00",
          "2013-02-14T00:00:00",
          "2013-02-15T00:00:00",
          "2013-02-16T00:00:00",
          "2013-02-17T00:00:00",
          "2013-02-18T00:00:00",
          "2013-02-19T00:00:00",
          "2013-02-20T00:00:00",
          "2013-02-21T00:00:00",
          "2013-02-22T00:00:00",
          "2013-02-23T00:00:00",
          "2013-02-24T00:00:00",
          "2013-02-25T00:00:00",
          "2013-02-26T00:00:00",
          "2013-02-27T00:00:00",
          "2013-02-28T00:00:00",
          "2013-03-01T00:00:00",
          "2013-03-02T00:00:00",
          "2013-03-03T00:00:00",
          "2013-03-04T00:00:00",
          "2013-03-05T00:00:00",
          "2013-03-06T00:00:00",
          "2013-03-07T00:00:00",
          "2013-03-08T00:00:00",
          "2013-03-09T00:00:00",
          "2013-03-10T00:00:00",
          "2013-03-11T00:00:00",
          "2013-03-12T00:00:00",
          "2013-03-13T00:00:00",
          "2013-03-14T00:00:00",
          "2013-03-15T00:00:00",
          "2013-03-16T00:00:00",
          "2013-03-17T00:00:00",
          "2013-03-18T00:00:00",
          "2013-03-19T00:00:00",
          "2013-03-20T00:00:00",
          "2013-03-21T00:00:00",
          "2013-03-22T00:00:00",
          "2013-03-23T00:00:00",
          "2013-03-24T00:00:00",
          "2013-03-25T00:00:00",
          "2013-03-26T00:00:00",
          "2013-03-27T00:00:00",
          "2013-03-28T00:00:00",
          "2013-03-29T00:00:00",
          "2013-03-30T00:00:00",
          "2013-03-31T00:00:00",
          "2013-04-01T00:00:00",
          "2013-04-02T00:00:00",
          "2013-04-03T00:00:00",
          "2013-04-04T00:00:00",
          "2013-04-05T00:00:00",
          "2013-04-06T00:00:00",
          "2013-04-07T00:00:00",
          "2013-04-08T00:00:00",
          "2013-04-09T00:00:00",
          "2013-04-10T00:00:00",
          "2013-04-11T00:00:00",
          "2013-04-12T00:00:00",
          "2013-04-13T00:00:00",
          "2013-04-14T00:00:00",
          "2013-04-15T00:00:00",
          "2013-04-16T00:00:00",
          "2013-04-17T00:00:00",
          "2013-04-18T00:00:00",
          "2013-04-19T00:00:00",
          "2013-04-20T00:00:00",
          "2013-04-21T00:00:00",
          "2013-04-22T00:00:00",
          "2013-04-23T00:00:00",
          "2013-04-24T00:00:00",
          "2013-04-25T00:00:00",
          "2013-04-26T00:00:00",
          "2013-04-27T00:00:00",
          "2013-04-28T00:00:00",
          "2013-04-29T00:00:00",
          "2013-04-30T00:00:00",
          "2013-05-01T00:00:00",
          "2013-05-02T00:00:00",
          "2013-05-03T00:00:00",
          "2013-05-04T00:00:00",
          "2013-05-05T00:00:00",
          "2013-05-06T00:00:00",
          "2013-05-07T00:00:00",
          "2013-05-08T00:00:00",
          "2013-05-09T00:00:00",
          "2013-05-10T00:00:00",
          "2013-05-11T00:00:00",
          "2013-05-12T00:00:00",
          "2013-05-13T00:00:00",
          "2013-05-14T00:00:00",
          "2013-05-15T00:00:00",
          "2013-05-16T00:00:00",
          "2013-05-17T00:00:00",
          "2013-05-18T00:00:00",
          "2013-05-19T00:00:00",
          "2013-05-20T00:00:00",
          "2013-05-21T00:00:00",
          "2013-05-22T00:00:00",
          "2013-05-23T00:00:00",
          "2013-05-24T00:00:00",
          "2013-05-25T00:00:00",
          "2013-05-26T00:00:00",
          "2013-05-27T00:00:00",
          "2013-05-28T00:00:00",
          "2013-05-29T00:00:00",
          "2013-05-30T00:00:00",
          "2013-05-31T00:00:00",
          "2013-06-01T00:00:00",
          "2013-06-02T00:00:00",
          "2013-06-03T00:00:00",
          "2013-06-04T00:00:00",
          "2013-06-05T00:00:00",
          "2013-06-06T00:00:00",
          "2013-06-07T00:00:00",
          "2013-06-08T00:00:00",
          "2013-06-09T00:00:00",
          "2013-06-10T00:00:00",
          "2013-06-11T00:00:00",
          "2013-06-12T00:00:00",
          "2013-06-13T00:00:00",
          "2013-06-14T00:00:00",
          "2013-06-15T00:00:00",
          "2013-06-16T00:00:00",
          "2013-06-17T00:00:00",
          "2013-06-18T00:00:00",
          "2013-06-19T00:00:00",
          "2013-06-20T00:00:00",
          "2013-06-21T00:00:00",
          "2013-06-22T00:00:00",
          "2013-06-23T00:00:00",
          "2013-06-24T00:00:00",
          "2013-06-25T00:00:00",
          "2013-06-26T00:00:00",
          "2013-06-27T00:00:00",
          "2013-06-28T00:00:00",
          "2013-06-29T00:00:00",
          "2013-06-30T00:00:00",
          "2013-07-01T00:00:00",
          "2013-07-02T00:00:00",
          "2013-07-03T00:00:00",
          "2013-07-04T00:00:00",
          "2013-07-05T00:00:00",
          "2013-07-06T00:00:00",
          "2013-07-07T00:00:00",
          "2013-07-08T00:00:00",
          "2013-07-09T00:00:00",
          "2013-07-10T00:00:00",
          "2013-07-11T00:00:00",
          "2013-07-12T00:00:00",
          "2013-07-13T00:00:00",
          "2013-07-14T00:00:00",
          "2013-07-15T00:00:00",
          "2013-07-16T00:00:00",
          "2013-07-17T00:00:00",
          "2013-07-18T00:00:00",
          "2013-07-19T00:00:00",
          "2013-07-20T00:00:00",
          "2013-07-21T00:00:00",
          "2013-07-22T00:00:00",
          "2013-07-23T00:00:00",
          "2013-07-24T00:00:00",
          "2013-07-25T00:00:00",
          "2013-07-26T00:00:00",
          "2013-07-27T00:00:00",
          "2013-07-28T00:00:00",
          "2013-07-29T00:00:00",
          "2013-07-30T00:00:00",
          "2013-07-31T00:00:00",
          "2013-08-01T00:00:00",
          "2013-08-02T00:00:00",
          "2013-08-03T00:00:00",
          "2013-08-04T00:00:00",
          "2013-08-05T00:00:00",
          "2013-08-06T00:00:00",
          "2013-08-07T00:00:00",
          "2013-08-08T00:00:00",
          "2013-08-09T00:00:00",
          "2013-08-10T00:00:00",
          "2013-08-11T00:00:00",
          "2013-08-12T00:00:00",
          "2013-08-13T00:00:00",
          "2013-08-14T00:00:00",
          "2013-08-15T00:00:00",
          "2013-08-16T00:00:00",
          "2013-08-17T00:00:00",
          "2013-08-18T00:00:00",
          "2013-08-19T00:00:00",
          "2013-08-20T00:00:00",
          "2013-08-21T00:00:00",
          "2013-08-22T00:00:00",
          "2013-08-23T00:00:00",
          "2013-08-24T00:00:00",
          "2013-08-25T00:00:00",
          "2013-08-26T00:00:00",
          "2013-08-27T00:00:00",
          "2013-08-28T00:00:00",
          "2013-08-29T00:00:00",
          "2013-08-30T00:00:00",
          "2013-08-31T00:00:00",
          "2013-09-01T00:00:00",
          "2013-09-02T00:00:00",
          "2013-09-03T00:00:00",
          "2013-09-04T00:00:00",
          "2013-09-05T00:00:00",
          "2013-09-06T00:00:00",
          "2013-09-07T00:00:00",
          "2013-09-08T00:00:00",
          "2013-09-09T00:00:00",
          "2013-09-10T00:00:00",
          "2013-09-11T00:00:00",
          "2013-09-12T00:00:00",
          "2013-09-13T00:00:00",
          "2013-09-14T00:00:00",
          "2013-09-15T00:00:00",
          "2013-09-16T00:00:00",
          "2013-09-17T00:00:00",
          "2013-09-18T00:00:00",
          "2013-09-19T00:00:00",
          "2013-09-20T00:00:00",
          "2013-09-21T00:00:00",
          "2013-09-22T00:00:00",
          "2013-09-23T00:00:00",
          "2013-09-24T00:00:00",
          "2013-09-25T00:00:00",
          "2013-09-26T00:00:00",
          "2013-09-27T00:00:00",
          "2013-09-28T00:00:00",
          "2013-09-29T00:00:00",
          "2013-09-30T00:00:00",
          "2013-10-01T00:00:00",
          "2013-10-02T00:00:00",
          "2013-10-03T00:00:00",
          "2013-10-04T00:00:00",
          "2013-10-05T00:00:00",
          "2013-10-06T00:00:00",
          "2013-10-07T00:00:00",
          "2013-10-08T00:00:00",
          "2013-10-09T00:00:00",
          "2013-10-10T00:00:00",
          "2013-10-11T00:00:00",
          "2013-10-12T00:00:00",
          "2013-10-13T00:00:00",
          "2013-10-14T00:00:00",
          "2013-10-15T00:00:00",
          "2013-10-16T00:00:00",
          "2013-10-17T00:00:00",
          "2013-10-18T00:00:00",
          "2013-10-19T00:00:00",
          "2013-10-20T00:00:00",
          "2013-10-21T00:00:00",
          "2013-10-22T00:00:00",
          "2013-10-23T00:00:00",
          "2013-10-24T00:00:00",
          "2013-10-25T00:00:00",
          "2013-10-26T00:00:00",
          "2013-10-27T00:00:00",
          "2013-10-28T00:00:00",
          "2013-10-29T00:00:00",
          "2013-10-30T00:00:00",
          "2013-10-31T00:00:00",
          "2013-11-01T00:00:00",
          "2013-11-02T00:00:00",
          "2013-11-03T00:00:00",
          "2013-11-04T00:00:00",
          "2013-11-05T00:00:00",
          "2013-11-06T00:00:00",
          "2013-11-07T00:00:00",
          "2013-11-08T00:00:00",
          "2013-11-09T00:00:00",
          "2013-11-10T00:00:00",
          "2013-11-11T00:00:00",
          "2013-11-12T00:00:00",
          "2013-11-13T00:00:00",
          "2013-11-14T00:00:00",
          "2013-11-15T00:00:00",
          "2013-11-16T00:00:00",
          "2013-11-17T00:00:00",
          "2013-11-18T00:00:00",
          "2013-11-19T00:00:00",
          "2013-11-20T00:00:00",
          "2013-11-21T00:00:00",
          "2013-11-22T00:00:00",
          "2013-11-23T00:00:00",
          "2013-11-24T00:00:00",
          "2013-11-25T00:00:00",
          "2013-11-26T00:00:00",
          "2013-11-27T00:00:00",
          "2013-11-28T00:00:00",
          "2013-11-29T00:00:00",
          "2013-11-30T00:00:00",
          "2013-12-01T00:00:00",
          "2013-12-02T00:00:00",
          "2013-12-03T00:00:00",
          "2013-12-04T00:00:00",
          "2013-12-05T00:00:00",
          "2013-12-06T00:00:00",
          "2013-12-07T00:00:00",
          "2013-12-08T00:00:00",
          "2013-12-09T00:00:00",
          "2013-12-10T00:00:00",
          "2013-12-11T00:00:00",
          "2013-12-12T00:00:00",
          "2013-12-13T00:00:00",
          "2013-12-14T00:00:00",
          "2013-12-15T00:00:00",
          "2013-12-16T00:00:00",
          "2013-12-17T00:00:00",
          "2013-12-18T00:00:00",
          "2013-12-19T00:00:00",
          "2013-12-20T00:00:00",
          "2013-12-21T00:00:00",
          "2013-12-22T00:00:00",
          "2013-12-23T00:00:00",
          "2013-12-24T00:00:00",
          "2013-12-25T00:00:00",
          "2013-12-26T00:00:00",
          "2013-12-27T00:00:00",
          "2013-12-28T00:00:00",
          "2013-12-29T00:00:00",
          "2013-12-30T00:00:00",
          "2013-12-31T00:00:00",
          "2014-01-01T00:00:00",
          "2014-01-02T00:00:00",
          "2014-01-03T00:00:00",
          "2014-01-04T00:00:00",
          "2014-01-05T00:00:00",
          "2014-01-06T00:00:00",
          "2014-01-07T00:00:00",
          "2014-01-08T00:00:00",
          "2014-01-09T00:00:00",
          "2014-01-10T00:00:00",
          "2014-01-11T00:00:00",
          "2014-01-12T00:00:00",
          "2014-01-13T00:00:00",
          "2014-01-14T00:00:00",
          "2014-01-15T00:00:00",
          "2014-01-16T00:00:00",
          "2014-01-17T00:00:00",
          "2014-01-18T00:00:00",
          "2014-01-19T00:00:00",
          "2014-01-20T00:00:00",
          "2014-01-21T00:00:00",
          "2014-01-22T00:00:00",
          "2014-01-23T00:00:00",
          "2014-01-24T00:00:00",
          "2014-01-25T00:00:00",
          "2014-01-26T00:00:00",
          "2014-02-12T00:00:00",
          "2014-02-13T00:00:00",
          "2014-02-14T00:00:00",
          "2014-02-15T00:00:00",
          "2014-02-16T00:00:00",
          "2014-02-17T00:00:00",
          "2014-02-18T00:00:00",
          "2014-02-19T00:00:00",
          "2014-02-20T00:00:00",
          "2014-02-21T00:00:00",
          "2014-02-22T00:00:00",
          "2014-02-23T00:00:00",
          "2014-02-24T00:00:00",
          "2014-02-25T00:00:00",
          "2014-02-26T00:00:00",
          "2014-02-27T00:00:00",
          "2014-02-28T00:00:00",
          "2014-03-01T00:00:00",
          "2014-03-02T00:00:00",
          "2014-03-03T00:00:00",
          "2014-03-04T00:00:00",
          "2014-03-05T00:00:00",
          "2014-03-06T00:00:00",
          "2014-03-07T00:00:00",
          "2014-03-08T00:00:00",
          "2014-03-09T00:00:00",
          "2014-03-10T00:00:00",
          "2014-03-11T00:00:00",
          "2014-03-12T00:00:00",
          "2014-03-13T00:00:00",
          "2014-03-14T00:00:00",
          "2014-03-15T00:00:00",
          "2014-03-16T00:00:00",
          "2014-03-17T00:00:00",
          "2014-03-18T00:00:00",
          "2014-03-19T00:00:00",
          "2014-03-20T00:00:00",
          "2014-03-21T00:00:00",
          "2014-03-22T00:00:00",
          "2014-03-23T00:00:00",
          "2014-03-24T00:00:00",
          "2014-03-25T00:00:00",
          "2014-03-26T00:00:00",
          "2014-03-27T00:00:00",
          "2014-03-28T00:00:00",
          "2014-03-29T00:00:00",
          "2014-03-30T00:00:00",
          "2014-03-31T00:00:00",
          "2014-04-01T00:00:00",
          "2014-04-02T00:00:00",
          "2014-04-03T00:00:00",
          "2014-04-04T00:00:00",
          "2014-04-05T00:00:00",
          "2014-04-06T00:00:00",
          "2014-04-07T00:00:00",
          "2014-04-08T00:00:00",
          "2014-04-09T00:00:00",
          "2014-04-10T00:00:00",
          "2014-04-11T00:00:00",
          "2014-04-12T00:00:00",
          "2014-04-13T00:00:00",
          "2014-04-14T00:00:00",
          "2014-04-15T00:00:00",
          "2014-04-16T00:00:00",
          "2014-04-17T00:00:00",
          "2014-04-18T00:00:00",
          "2014-04-19T00:00:00",
          "2014-04-20T00:00:00",
          "2014-04-21T00:00:00",
          "2014-04-22T00:00:00",
          "2014-04-23T00:00:00",
          "2014-04-24T00:00:00",
          "2014-04-25T00:00:00",
          "2014-04-26T00:00:00",
          "2014-04-27T00:00:00",
          "2014-04-28T00:00:00",
          "2014-04-29T00:00:00",
          "2014-04-30T00:00:00",
          "2014-05-01T00:00:00",
          "2014-05-02T00:00:00",
          "2014-05-03T00:00:00",
          "2014-05-04T00:00:00",
          "2014-05-05T00:00:00",
          "2014-05-06T00:00:00",
          "2014-05-07T00:00:00",
          "2014-05-08T00:00:00",
          "2014-05-09T00:00:00",
          "2014-05-10T00:00:00",
          "2014-05-11T00:00:00",
          "2014-05-12T00:00:00",
          "2014-05-13T00:00:00",
          "2014-05-14T00:00:00",
          "2014-05-15T00:00:00",
          "2014-05-16T00:00:00",
          "2014-05-17T00:00:00",
          "2014-05-18T00:00:00",
          "2014-05-19T00:00:00",
          "2014-05-20T00:00:00",
          "2014-05-21T00:00:00",
          "2014-05-22T00:00:00",
          "2014-05-23T00:00:00",
          "2014-05-24T00:00:00",
          "2014-05-25T00:00:00",
          "2014-05-26T00:00:00",
          "2014-05-27T00:00:00",
          "2014-05-28T00:00:00",
          "2014-05-29T00:00:00",
          "2014-05-30T00:00:00",
          "2014-05-31T00:00:00",
          "2014-06-01T00:00:00",
          "2014-06-02T00:00:00",
          "2014-06-03T00:00:00",
          "2014-06-04T00:00:00",
          "2014-06-05T00:00:00",
          "2014-06-06T00:00:00",
          "2014-06-07T00:00:00",
          "2014-06-08T00:00:00",
          "2014-06-09T00:00:00",
          "2014-06-10T00:00:00",
          "2014-06-11T00:00:00",
          "2014-06-12T00:00:00",
          "2014-06-13T00:00:00",
          "2014-06-14T00:00:00",
          "2014-06-15T00:00:00",
          "2014-06-16T00:00:00",
          "2014-06-17T00:00:00",
          "2014-06-18T00:00:00",
          "2014-06-19T00:00:00",
          "2014-06-20T00:00:00",
          "2014-06-21T00:00:00",
          "2014-06-22T00:00:00",
          "2014-06-23T00:00:00",
          "2014-06-24T00:00:00",
          "2014-06-25T00:00:00",
          "2014-06-26T00:00:00",
          "2014-06-27T00:00:00",
          "2014-06-28T00:00:00",
          "2014-06-29T00:00:00",
          "2014-06-30T00:00:00",
          "2014-07-01T00:00:00",
          "2014-07-02T00:00:00",
          "2014-07-03T00:00:00",
          "2014-07-04T00:00:00",
          "2014-07-05T00:00:00",
          "2014-07-06T00:00:00",
          "2014-07-07T00:00:00",
          "2014-07-08T00:00:00",
          "2014-07-09T00:00:00",
          "2014-07-10T00:00:00",
          "2014-07-11T00:00:00",
          "2014-07-12T00:00:00",
          "2014-07-13T00:00:00",
          "2014-07-14T00:00:00",
          "2014-07-15T00:00:00",
          "2014-07-16T00:00:00",
          "2014-07-17T00:00:00",
          "2014-07-18T00:00:00",
          "2014-07-19T00:00:00",
          "2014-07-20T00:00:00",
          "2014-07-21T00:00:00",
          "2014-07-22T00:00:00",
          "2014-07-23T00:00:00",
          "2014-07-24T00:00:00",
          "2014-07-25T00:00:00",
          "2014-07-26T00:00:00",
          "2014-07-27T00:00:00",
          "2014-07-28T00:00:00",
          "2014-07-29T00:00:00",
          "2014-07-30T00:00:00",
          "2014-07-31T00:00:00",
          "2014-08-01T00:00:00",
          "2014-08-02T00:00:00",
          "2014-08-03T00:00:00",
          "2014-08-04T00:00:00",
          "2014-08-05T00:00:00",
          "2014-08-06T00:00:00",
          "2014-08-07T00:00:00",
          "2014-08-08T00:00:00",
          "2014-08-09T00:00:00",
          "2014-08-10T00:00:00",
          "2014-08-11T00:00:00",
          "2014-08-12T00:00:00",
          "2014-08-13T00:00:00",
          "2014-08-14T00:00:00",
          "2014-08-15T00:00:00",
          "2014-08-16T00:00:00",
          "2014-08-17T00:00:00",
          "2014-08-18T00:00:00",
          "2014-08-19T00:00:00",
          "2014-08-20T00:00:00",
          "2014-08-21T00:00:00",
          "2014-08-22T00:00:00",
          "2014-08-23T00:00:00",
          "2014-08-24T00:00:00",
          "2014-08-25T00:00:00",
          "2014-08-26T00:00:00",
          "2014-08-27T00:00:00",
          "2014-08-28T00:00:00",
          "2014-08-29T00:00:00",
          "2014-08-30T00:00:00",
          "2014-08-31T00:00:00",
          "2014-09-01T00:00:00",
          "2014-09-02T00:00:00",
          "2014-09-03T00:00:00",
          "2014-09-04T00:00:00",
          "2014-09-05T00:00:00",
          "2014-09-06T00:00:00",
          "2014-09-07T00:00:00",
          "2014-09-08T00:00:00",
          "2014-09-09T00:00:00",
          "2014-09-10T00:00:00",
          "2014-09-11T00:00:00",
          "2014-09-12T00:00:00",
          "2014-09-13T00:00:00",
          "2014-09-14T00:00:00",
          "2014-09-15T00:00:00",
          "2014-09-16T00:00:00",
          "2014-09-17T00:00:00",
          "2014-09-18T00:00:00",
          "2014-09-19T00:00:00",
          "2014-09-20T00:00:00",
          "2014-09-21T00:00:00",
          "2014-09-22T00:00:00",
          "2014-09-23T00:00:00",
          "2014-09-24T00:00:00",
          "2014-09-25T00:00:00",
          "2014-09-26T00:00:00",
          "2014-09-27T00:00:00",
          "2014-09-28T00:00:00",
          "2014-09-29T00:00:00",
          "2014-09-30T00:00:00",
          "2014-10-01T00:00:00",
          "2014-10-02T00:00:00",
          "2014-10-03T00:00:00",
          "2014-10-04T00:00:00",
          "2014-10-05T00:00:00",
          "2014-10-06T00:00:00",
          "2014-10-07T00:00:00",
          "2014-10-08T00:00:00",
          "2014-10-09T00:00:00",
          "2014-10-10T00:00:00",
          "2014-10-11T00:00:00",
          "2014-10-12T00:00:00",
          "2014-10-13T00:00:00",
          "2014-10-14T00:00:00",
          "2014-10-15T00:00:00",
          "2014-10-16T00:00:00",
          "2014-10-17T00:00:00",
          "2014-10-18T00:00:00",
          "2014-10-19T00:00:00",
          "2014-10-20T00:00:00",
          "2014-10-21T00:00:00",
          "2014-10-22T00:00:00",
          "2014-10-23T00:00:00",
          "2014-10-24T00:00:00",
          "2014-10-25T00:00:00",
          "2014-10-26T00:00:00",
          "2014-10-27T00:00:00",
          "2014-10-28T00:00:00",
          "2014-10-29T00:00:00",
          "2014-10-30T00:00:00",
          "2014-10-31T00:00:00",
          "2014-11-01T00:00:00",
          "2014-11-02T00:00:00",
          "2014-11-03T00:00:00",
          "2014-11-04T00:00:00",
          "2014-11-05T00:00:00",
          "2014-11-06T00:00:00",
          "2014-11-07T00:00:00",
          "2014-11-08T00:00:00",
          "2014-11-09T00:00:00",
          "2014-11-10T00:00:00",
          "2014-11-11T00:00:00",
          "2014-11-12T00:00:00",
          "2014-11-13T00:00:00",
          "2014-11-14T00:00:00",
          "2014-11-15T00:00:00",
          "2014-11-16T00:00:00",
          "2014-11-17T00:00:00",
          "2014-11-18T00:00:00",
          "2014-11-19T00:00:00",
          "2014-11-20T00:00:00",
          "2014-11-21T00:00:00",
          "2014-11-22T00:00:00",
          "2014-11-23T00:00:00",
          "2014-11-24T00:00:00",
          "2014-11-25T00:00:00",
          "2014-11-26T00:00:00",
          "2014-11-27T00:00:00",
          "2014-11-28T00:00:00",
          "2014-11-29T00:00:00",
          "2014-11-30T00:00:00",
          "2014-12-01T00:00:00",
          "2014-12-02T00:00:00",
          "2014-12-03T00:00:00",
          "2014-12-04T00:00:00",
          "2014-12-05T00:00:00",
          "2014-12-06T00:00:00",
          "2014-12-07T00:00:00",
          "2014-12-08T00:00:00",
          "2014-12-09T00:00:00",
          "2014-12-10T00:00:00",
          "2014-12-11T00:00:00",
          "2014-12-12T00:00:00",
          "2014-12-13T00:00:00",
          "2014-12-14T00:00:00",
          "2014-12-15T00:00:00",
          "2014-12-16T00:00:00",
          "2014-12-17T00:00:00",
          "2014-12-18T00:00:00",
          "2014-12-19T00:00:00",
          "2014-12-20T00:00:00",
          "2014-12-21T00:00:00",
          "2014-12-22T00:00:00",
          "2014-12-23T00:00:00",
          "2014-12-24T00:00:00",
          "2014-12-25T00:00:00",
          "2014-12-26T00:00:00",
          "2014-12-27T00:00:00",
          "2014-12-28T00:00:00",
          "2014-12-29T00:00:00",
          "2014-12-30T00:00:00",
          "2014-12-31T00:00:00",
          "2015-01-01T00:00:00",
          "2015-01-02T00:00:00",
          "2015-01-03T00:00:00",
          "2015-01-04T00:00:00",
          "2015-01-05T00:00:00",
          "2015-01-06T00:00:00",
          "2015-01-07T00:00:00",
          "2015-01-08T00:00:00",
          "2015-01-09T00:00:00",
          "2015-01-10T00:00:00",
          "2015-01-11T00:00:00",
          "2015-01-12T00:00:00",
          "2015-01-13T00:00:00",
          "2015-01-14T00:00:00",
          "2015-01-15T00:00:00",
          "2015-01-16T00:00:00",
          "2015-01-17T00:00:00",
          "2015-01-18T00:00:00",
          "2015-01-19T00:00:00",
          "2015-01-20T00:00:00",
          "2015-01-21T00:00:00",
          "2015-01-22T00:00:00",
          "2015-01-23T00:00:00",
          "2015-01-24T00:00:00",
          "2015-01-25T00:00:00",
          "2015-01-26T00:00:00",
          "2015-01-27T00:00:00",
          "2015-01-28T00:00:00",
          "2015-01-29T00:00:00",
          "2015-01-30T00:00:00",
          "2015-01-31T00:00:00",
          "2015-02-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          0.9185024108325235,
          0.9130340634576469,
          0.912145965198879,
          0.9129322136651256,
          0.9130517075296516,
          0.9137423055946161,
          0.914366964010791,
          0.9147606307531616,
          0.915349602902898,
          0.9150794878455416,
          0.9153455682887577,
          0.9158819298873778,
          0.9161611760446866,
          0.9171532124287818,
          0.9180945664842793,
          0.9189792243126575,
          0.9203271226228085,
          0.9211698781615422,
          0.9215366268703151,
          0.9216670423330969,
          0.9222416111495176,
          0.9224877935985727,
          0.9232731114934559,
          0.9240796854360301,
          0.9252799744876667,
          0.9257140048126453,
          0.9260672657822541,
          0.9266461730397045,
          0.9266237210373622,
          0.9274123833012101,
          0.9277384583181847,
          0.9276706202126055,
          0.928278726666326,
          0.9288202577168492,
          0.9292768983253638,
          0.9297472771788061,
          0.9297917915865805,
          0.9293825834403353,
          0.929269240217204,
          0.9287361106543869,
          0.9293355942304412,
          0.929055099456431,
          0.9292367607140037,
          0.9290872977748482,
          0.9285950031110567,
          0.9283098900563262,
          0.9283175458316818,
          0.9277172344567332,
          0.9268449195448409,
          0.9266841893000756,
          0.9263654936473047,
          0.9268077088840706,
          0.9268664279163922,
          0.9267440089022024,
          0.92631901970063,
          0.9253564921890893,
          0.925063376788242,
          0.9245950285911099,
          0.924844427067703,
          0.9244679698798394,
          0.9235970691076735,
          0.9229901016726085,
          0.9226761308509763,
          0.9223450353688087,
          0.9226015940236955,
          0.9225701544547547,
          0.9227470002908167,
          0.9235042561653343,
          0.9237341028979619,
          0.9246146568099501,
          0.9249258878456309,
          0.9252601008431233,
          0.9254462358689252,
          0.9252241829063538,
          0.9257935918501922,
          0.9263935240285524,
          0.926871092150394,
          0.9270540948355235,
          0.9264777528938637,
          0.9262161206280096,
          0.9250481795086278,
          0.9249457974068744,
          0.9240586693471642,
          0.922765793246431,
          0.9218739073016061,
          0.9217325415804491,
          0.9215784510785621,
          0.9217531973451558,
          0.9215177560563275,
          0.9212465343935867,
          0.9217236338810821,
          0.9217416703713792,
          0.9219932690502675,
          0.9230354198260188,
          0.9237375936651141,
          0.9243684636513871,
          0.92472223190918,
          0.9247191456125098,
          0.9246595755194034,
          0.9246967818385615,
          0.9248359832331642,
          0.9248819530502859,
          0.9255264987615619,
          0.9254400944445498,
          0.9253750007217675,
          0.924954831721612,
          0.9244451748282111,
          0.9242882967893635,
          0.9241062316059695,
          0.9250241519316826,
          0.9251773576732711,
          0.925087652887053,
          0.9253737370463528,
          0.9255759673043374,
          0.9250965307335388,
          0.9247039037115036,
          0.9245406176934416,
          0.9246548972320658,
          0.9247327327077917,
          0.9249453046171503,
          0.9247156506463081,
          0.9243243728711134,
          0.9239383533624875,
          0.9230564816646133,
          0.9222203778497822,
          0.9213733593499438,
          0.9212579900643051,
          0.9209120485655485,
          0.9205339479649381,
          0.920814574509509,
          0.9203959944165521,
          0.9200966098135648,
          0.9201866034812992,
          0.9201319212578383,
          0.9207574905036379,
          0.9216118793887036,
          0.9224633218795815,
          0.9234208691847335,
          0.924100725589164,
          0.9242913575549918,
          0.9243022290291643,
          0.9246665095354265,
          0.9250149959847519,
          0.9254014604927179,
          0.9251306334315501,
          0.9263851220771122,
          0.9273150218193024,
          0.9281569057765782,
          0.9286987670661547,
          0.9289474223775183,
          0.9282948371457855,
          0.9285138396978141,
          0.9289633953731605,
          0.9296301449749768,
          0.9295874642883235,
          0.9296113282041345,
          0.9297651342284482,
          0.930315794742728,
          0.9304155621268313,
          0.9306630970212447,
          0.9300883472085868,
          0.9299451177286919,
          0.9297194665795054,
          0.9296750694715068,
          0.9288734929499434,
          0.9280339200624761,
          0.9271574561495568,
          0.9257610885868676,
          0.9249039171299309,
          0.924302845635821,
          0.9249131865729157,
          0.9252659205253946,
          0.9249095928571581,
          0.9249149338962503,
          0.9244376506174868,
          0.924722661717013,
          0.9251001791589829,
          0.9256307813714836,
          0.9253863746161898,
          0.9250925927178348,
          0.9249833787357697,
          0.9244214042758985,
          0.9242182697239201,
          0.9240709058468596,
          0.9240075137611421,
          0.9240444747920387,
          0.9245582549574397,
          0.9245172115456666,
          0.9246787427773102,
          0.9245569759480965,
          0.9243141917354937,
          0.924496335453356,
          0.9240038921784324,
          0.9233151401425995,
          0.9231449610692297,
          0.9235250473370438,
          0.9239893509766328,
          0.9243274508762354,
          0.9244391389324323,
          0.9237532284482317,
          0.9233122992016459,
          0.9223234349016476,
          0.9226014760382768,
          0.9228140567528611,
          0.9227713966158732,
          0.9222548206612864,
          0.9221349646965649,
          0.9224679597632683,
          0.9221954135055765,
          0.9228699245176213,
          0.9235273418878266,
          0.9240661742394123,
          0.9255660247226305,
          0.9267837886793564,
          0.9272914950633186,
          0.9271260273968491,
          0.9276462105217284,
          0.9284717978737383,
          0.9290925743818751,
          0.930140612008943,
          0.9309628842139788,
          0.9315317232558649,
          0.9319181317902453,
          0.933170995633021,
          0.9333942905437638,
          0.932890528947229,
          0.9326862377430294,
          0.9330515923430495,
          0.9330713903334099,
          0.9329779023938365,
          0.9336818812207741,
          0.9344494441948443,
          0.9353082784597099,
          0.9352250767035591,
          0.9352088050102261,
          0.9351025516092056,
          0.9352682776436002,
          0.9347875756085048,
          0.9347097305964931,
          0.9342533479612681,
          0.9335556710889066,
          0.9331917738279716,
          0.9325468294276251,
          0.9318748291246299,
          0.930660669863592,
          0.9300528658899608,
          0.9297468278683921,
          0.9291904404312874,
          0.9281872890009988,
          0.9268032339401063,
          0.9253951155982737,
          0.9249670560891821,
          0.9244205247228368,
          0.924155388369914,
          0.92296245742378,
          0.9215465019860279,
          0.921067502167835,
          0.9210530879845082,
          0.9207602058199403,
          0.9199886832898397,
          0.9198073471175489,
          0.919231344233904,
          0.9182776349258026,
          0.9176715133592535,
          0.9178391291061223,
          0.9174308151655947,
          0.9166978195030635,
          0.9162674517438416,
          0.9156306907962076,
          0.9149037682469338,
          0.9137249375665834,
          0.9136332569917007,
          0.9136295459207266,
          0.9138207084019622,
          0.9143597080275194,
          0.9145210545985367,
          0.9151632987098589,
          0.9150167763778961,
          0.9144974316639451,
          0.9139030062625088,
          0.9136168282501913,
          0.9131990696226084,
          0.9125353723770675,
          0.9129634968901851,
          0.9135550810989694,
          0.9139473905733736,
          0.9149805244342412,
          0.9149863519276697,
          0.915790237779873,
          0.9170561849449752,
          0.918356182721444,
          0.9195972755610731,
          0.9208590944910069,
          0.9218206181962215,
          0.9226154264017467,
          0.9229285596040183,
          0.9236451025780865,
          0.9253527500542287,
          0.925988036656674,
          0.9268095061668471,
          0.9274825290625913,
          0.9275927524954743,
          0.9269145897322737,
          0.9255235004999791,
          0.9245181291594212,
          0.9231880507897039,
          0.9221633485087104,
          0.9212940950237869,
          0.9204152530370014,
          0.9188394136961106,
          0.9177342021856235,
          0.9157589676066279,
          0.9146829430369432,
          0.9138767459347419,
          0.9134001965513039,
          0.9136057686495469,
          0.9134053926382864,
          0.9128104550104968,
          0.9130908473197261,
          0.9125600552369117,
          0.9118144783090066,
          0.9113222242699588,
          0.9104777678512035,
          0.9100327780937937,
          0.910077429144937,
          0.9091678588518438,
          0.9083452091350387,
          0.9078078341617017,
          0.9071891495822598,
          0.9064840393076001,
          0.9057417098336139,
          0.9055408013555679,
          0.9061233721933232,
          0.9066374032668958,
          0.9073210235654317,
          0.907740392489118,
          0.9082911096939896,
          0.9082588243366412,
          0.9083638779576093,
          0.9090151265375788,
          0.9098065454467781,
          0.9105203532613508,
          0.9117218034114857,
          0.9121938599098434,
          0.9124617552541003,
          0.9123965024306472,
          0.9125862208181319,
          0.9125433434378742,
          0.9122677658239517,
          0.9123606411120242,
          0.9132878069188544,
          0.9144453134537832,
          0.9156909204010659,
          0.9172932837753189,
          0.918212338046493,
          0.9190832753057956,
          0.9202342048156746,
          0.9215002915524021,
          0.9227595757167426,
          0.9230812552704111,
          0.9240253879205614,
          0.9253564406163542,
          0.9255949899587672,
          0.9260729292096013,
          0.9262627188924569,
          0.9266643905869059,
          0.9266303124820681,
          0.9271213531032757,
          0.9269227338633802,
          0.9267953965170126,
          0.927222927722493,
          0.9274707222996712,
          0.9261406164387052,
          0.9252417347768083,
          0.9249629281758632,
          0.9245371727813401,
          0.924568584723946,
          0.924468863352246,
          0.9246388422629004,
          0.9241672112732023,
          0.9241465579010184,
          0.9237100362235395,
          0.9231973186852986,
          0.9219924023239129,
          0.9200298004076706,
          0.9185365025876059,
          0.9176306789382722,
          0.9155665507087273,
          0.9136146245093709,
          0.9124012459640142,
          0.9110745415186432,
          0.9102151775312763,
          0.9093118612081734,
          0.9082366176305664,
          0.9070090081464129,
          0.9065491770911558,
          0.9051868289557159,
          0.9035658634776635,
          0.9031671517943956,
          0.9026976141184133,
          0.9020335206129279,
          0.9021769539818651,
          0.9027316323304527,
          0.9025478623277114,
          0.9034221457591987,
          0.903407923760383,
          0.9026050106900274,
          0.9024722129398219,
          0.9019899648642946,
          0.9010656803832606,
          0.8997933408539999,
          0.8993388476320342,
          0.8987952203704144,
          0.8981605306158431,
          0.8973873487751753,
          0.8977813986538696,
          0.8983320541598938,
          0.8981737341189475,
          0.8978037691188488,
          0.8980075197748697,
          0.8981732778491455,
          0.8978652464906158,
          0.8975449497212679,
          0.8979782858275662,
          0.8983465619446659,
          0.8984197712354393,
          0.8990022008145697,
          0.8997789689658042,
          0.8996338040588081,
          0.8984294184642624,
          0.898771620299279,
          0.8996132824850671,
          0.8987873635924878,
          0.8973881232903929,
          0.8966630728074404,
          0.895420392759291,
          0.8938340978848192,
          0.8939796236411504,
          0.8930834961054697,
          0.8926295155551809,
          0.8924066791971864,
          0.8921084486666442,
          0.8920337828027197,
          0.892515078150917,
          0.89250404347907,
          0.8923538931241025,
          0.8910072899464176,
          0.8984399029597687,
          0.8935858390519164,
          0.8892001012197361,
          0.8871702959201124,
          0.8867660986421313,
          0.8888795474397104,
          0.8920902621129767,
          0.8949624418752125,
          0.8981060576754637,
          0.901604457681591,
          0.904398653969907,
          0.9064303048627648,
          0.9083588231703068,
          0.9096019026379444,
          0.9105689555881257,
          0.9116961259982435,
          0.9124115192426517,
          0.9128667124272442,
          0.9128853759329444,
          0.9133740857890489,
          0.9141215818419766,
          0.914191815667742,
          0.9148414920747716,
          0.91537300432044,
          0.9158810042630554,
          0.9164655503813399,
          0.9160627690805766,
          0.916047522100817,
          0.9160591443024925,
          0.9163143596124926,
          0.9154970572513444,
          0.9153094339412653,
          0.9163223634451004,
          0.9181454885392851,
          0.919696902741885,
          0.9206707660524093,
          0.9212387541427747,
          0.9216468831689094,
          0.9220212726958814,
          0.9214551409126363,
          0.9203671906656778,
          0.9187823660968295,
          0.9177108502459744,
          0.9163886252307605,
          0.91523515449841,
          0.9142408161749295,
          0.9135889045329011,
          0.9130962114399567,
          0.9121223727306421,
          0.9119873618625066,
          0.9114804755683276,
          0.9110580547087335,
          0.911296203687212,
          0.9108162316705035,
          0.9097706690512863,
          0.9090563337555732,
          0.9089143709042159,
          0.9097965679606438,
          0.9106302713169366,
          0.9105246330191141,
          0.9108567886756264,
          0.9112952346159371,
          0.9120104378594897,
          0.911551705323278,
          0.9101871420170776,
          0.9091283151653574,
          0.9081201170530688,
          0.9079292093942818,
          0.9072449725774767,
          0.9082105484015416,
          0.9092738753702374,
          0.909139595330916,
          0.9099873886325762,
          0.9109827717876674,
          0.9120050144316629,
          0.9125312877292701,
          0.9128303970096523,
          0.9121248418034223,
          0.9126694560478389,
          0.9126636560743293,
          0.9125698087921138,
          0.9120581264114337,
          0.9117707044811431,
          0.9119921886207659,
          0.9126855891909522,
          0.9137516999958677,
          0.9145643411389169,
          0.9156527112335215,
          0.9156172445440944,
          0.9159578106358206,
          0.9159019844046257,
          0.9157063124927687,
          0.915275769438565,
          0.9143950872204473,
          0.9140960540070635,
          0.9146628255463896,
          0.9153139691663401,
          0.9159008468532315,
          0.916227830110862,
          0.916479025292125,
          0.9161129573066374,
          0.9160849531468631,
          0.9154372524582701,
          0.9148730935182843,
          0.9144088231616953,
          0.91417668606564,
          0.9139154129972945,
          0.9141056154107361,
          0.9143105355250563,
          0.9143789782338483,
          0.9134907962106605,
          0.9125774868779527,
          0.911701600787473,
          0.909748473018009,
          0.9074378905965108,
          0.9054890201865679,
          0.9025737414214988,
          0.9003541898363585,
          0.8975838759106226,
          0.8951628758656038,
          0.8925491228299632,
          0.890106814320596,
          0.8879842631237014,
          0.8858901217082186,
          0.8837561639215435,
          0.8810134080919183,
          0.8789929348339254,
          0.8764766628254022,
          0.8740608074246842,
          0.8716610018211619,
          0.8696698873715014,
          0.8673258371284295,
          0.8659591259312005,
          0.8645948561591452,
          0.8625379954493595,
          0.8605958410978938,
          0.8576424645244506,
          0.8543263977724337,
          0.8497068387435422,
          0.8464854771922661,
          0.8435603649578886,
          0.8417560530148331,
          0.8400267439086291,
          0.8383734878604108,
          0.8374532053265554,
          0.8364301433271396,
          0.835120872206045,
          0.8348054455481138,
          0.8352362871832318,
          0.8341220443616244,
          0.8339611785699306,
          0.8332609846213419,
          0.8320375364789718,
          0.8315579470733049,
          0.8313003748201979,
          0.830822719938292,
          0.8306689017222545,
          0.8309233479421769,
          0.8314838001605515,
          0.8314904276623107,
          0.832223537691881,
          0.8319250022849101,
          0.832524813815902,
          0.8332449600848357,
          0.8333826831286697,
          0.8336299110793239,
          0.8337287555964372,
          0.8338033646548617,
          0.8342000710482166,
          0.834142956026209,
          0.8334752085795195,
          0.8325286640446158,
          0.8322072487059671,
          0.8321701505344741,
          0.8321940258515855,
          0.8321927622965969,
          0.8318895652046274,
          0.8317889402192997,
          0.8312296925314661,
          0.8310089694508018,
          0.831042018028066,
          0.8308833160481266,
          0.8313773945012524,
          0.831644494452182,
          0.8319479848408804,
          0.8319547564483437,
          0.8320004292423083,
          0.8320214349636007,
          0.8321033242789664,
          0.8321964455254907,
          0.833479933998906,
          0.8347186238778186,
          0.835294176830758,
          0.8348337305033844,
          0.8346400656703092,
          0.8340918584946584,
          0.834073520959961,
          0.834201633371002,
          0.8328559289557191,
          0.8330300750305095,
          0.8333140419173315,
          0.8353560530062748,
          0.8371016760766076,
          0.8386790318806028,
          0.840785675704655,
          0.841048312765128,
          0.8412303612371663,
          0.8422393359142151,
          0.8424207176797217,
          0.8422735177245779,
          0.840939585915055,
          0.8402951019402127,
          0.8396345388470212,
          0.838788720477256,
          0.8380679002973922,
          0.837656606526388,
          0.8377476083371209,
          0.8373133829205726,
          0.8358230765595938,
          0.8338705814009149,
          0.833577281505653,
          0.8324133235642355,
          0.831450343218808,
          0.8306274042314964,
          0.8296492684748565,
          0.8299721396407287,
          0.8310200476961023,
          0.8318337328294003,
          0.8319022703277937,
          0.8315337501610283,
          0.8310446397467209,
          0.8313020306669637,
          0.8317508090662716,
          0.8322121972248472,
          0.8318349908322273,
          0.8308638575591173,
          0.8305210561666754,
          0.8300777804220641,
          0.8307680578210572,
          0.8311492289691823,
          0.8303843727325017,
          0.8305437912755341,
          0.8304599910333357,
          0.830874507552666,
          0.8304874086186734,
          0.8295161353442618,
          0.8293357422174444,
          0.8303233587950416,
          0.8307834574052388,
          0.8316300082767348,
          0.8316730759399774,
          0.832063128520204,
          0.8320120992775322,
          0.8322262224766134,
          0.8319992092886873,
          0.8326282295825341,
          0.8320561364713472,
          0.8313928428082655,
          0.8308712470522513,
          0.8310389481029957,
          0.8308625337882051,
          0.8308897476410331,
          0.8303263737532453,
          0.8296877694203305,
          0.8296348710788172,
          0.8300986776335978,
          0.8295346310667747,
          0.8279387132460652,
          0.8277640330233789,
          0.826957302360471,
          0.8264194666812472,
          0.8268823787007056,
          0.8281569919614534,
          0.829377598274847,
          0.8301826827674441,
          0.8317095938993727,
          0.8330748598093969,
          0.8340679332813008,
          0.8343054614343317,
          0.834831597261612,
          0.8350923332895427,
          0.8355977512371059,
          0.8359292372667547,
          0.835778225385194,
          0.8361639595242335,
          0.8364953636036395,
          0.8380805993173079,
          0.8385193014370075,
          0.8387497499484968,
          0.8391651073927524,
          0.8391463746705472,
          0.8389381946928319,
          0.8399002703750115,
          0.8398934361945206,
          0.8398537746732335,
          0.8390240978157573,
          0.8381474970492145,
          0.8396395920716687,
          0.8410865788314394,
          0.841963715348326,
          0.842905996299909,
          0.843753808228026,
          0.8439579516830946,
          0.8433453705395854,
          0.8426612015441326,
          0.8416027761332863,
          0.8410346083319293,
          0.8407855209268495,
          0.8402707631998024,
          0.8402685619766832,
          0.8385749816386483,
          0.836677423113285,
          0.835868997322748,
          0.835067301328407,
          0.8335738587858141,
          0.833029058661069,
          0.8317863913227479,
          0.830619808028975,
          0.8293412368517585,
          0.8292442529902293,
          0.8301029081391896,
          0.8299004020045588,
          0.830480172481254,
          0.8297980927386425,
          0.8302891562220783,
          0.8309174372678007,
          0.8315556109388266,
          0.8331318987099656,
          0.8345642636071954,
          0.8356802517726213,
          0.8363490493759187,
          0.8360030760003352,
          0.8357869616183359,
          0.8354333076065685,
          0.8358350829280221,
          0.83626322404258,
          0.8346587281873099,
          0.8338803292857097,
          0.8329610459112646,
          0.8325384103398333,
          0.832923219219387,
          0.8335034498508741,
          0.8341313843232054,
          0.8347737432277353,
          0.8364075982963166,
          0.83685803086419,
          0.837213930020367,
          0.8372249942906751,
          0.8364451753390093,
          0.8366137814960996,
          0.8349091914523903,
          0.8351517800525724,
          0.8359789574334194,
          0.83661453305796,
          0.8363902003825641
         ],
         "yaxis": "y"
        }
       ],
       "layout": {
        "height": 500,
        "plot_bgcolor": "#E8E8EA",
        "spikedistance": 1000,
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "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": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "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": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Multi-Modal Data Concordance"
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "dtick": "M1",
         "matches": "x2",
         "range": [
          "2014-04-01",
          "2015-02-01"
         ],
         "showspikes": true,
         "showticklabels": false,
         "spikecolor": "black",
         "spikemode": "across",
         "spikesnap": "cursor",
         "spikethickness": 1,
         "tickformat": "%Y-%m-%d",
         "tickmode": "linear"
        },
        "xaxis2": {
         "anchor": "y2",
         "domain": [
          0,
          1
         ],
         "dtick": "M1",
         "range": [
          "2014-04-01",
          "2015-02-01"
         ],
         "showspikes": true,
         "spikecolor": "black",
         "spikemode": "across",
         "spikesnap": "cursor",
         "spikethickness": 1,
         "tickformat": "%Y-%m-%d",
         "tickmode": "linear"
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0.5125,
          1
         ]
        },
        "yaxis2": {
         "anchor": "x2",
         "domain": [
          0,
          0.4875
         ]
        }
       }
      }
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from model_drift.figure_helper import FigureHelper\n",
    "import pandas as pd\n",
    "\n",
    "# We smooth for aesthetics when plotting\n",
    "def smooth(y: pd.DataFrame, span=7):\n",
    "    if span > 0:\n",
    "        ys = y.ewm(span=span, ignore_na=False).mean()\n",
    "        ys[y.isna()] = None\n",
    "    else:\n",
    "        ys = y\n",
    "    return ys\n",
    "\n",
    "\n",
    "span = 7\n",
    "graph_start = \"2014-04-01\"\n",
    "graph_end = \"2015-02-01\"\n",
    "\n",
    "x = pd.date_range(mmc.index.min(), mmc.index.max())\n",
    "fh = FigureHelper(x, color_list=['#636EFA', '#EF553B', '#00CC96', '#AB63FA', '#8C564B', '#7f7f7f'])\n",
    "\n",
    "perf_df = perf_df.reindex(x)\n",
    "error_perf_df = error_perf_df.reindex(x)\n",
    "mmc = mmc.reindex(x)\n",
    "\n",
    "fh.add_trace(y=smooth(perf_df, span=span),\n",
    "             yu=smooth(perf_df+error_perf_df, span=span),\n",
    "             yl=smooth(perf_df-error_perf_df, span=span), name=run, connectgaps=False, row=1, col=1, showlegend=True)\n",
    "\n",
    "fh.add_trace(y=smooth(mmc, span=span), name=run, connectgaps=False, row=2, col=1)\n",
    "\n",
    "fig = fh.make_fig(shared_xaxes=True, vertical_spacing=0.025)\n",
    "fig.update_xaxes(showspikes=True, spikecolor=\"black\", spikesnap=\"cursor\", spikemode=\"across\", spikethickness=1,\n",
    "                 range=[graph_start, graph_end])\n",
    "fig.update_layout(spikedistance=1000, height=500, plot_bgcolor=\"#E8E8EA\", title=\"Multi-Modal Data Concordance\")\n",
    "\n",
    "xaxis = dict(\n",
    "    tickformat='%Y-%m-%d',\n",
    "    tickmode='linear',\n",
    "    dtick=\"M1\"\n",
    ")\n",
    "fig.update_layout(\n",
    "    xaxis1=xaxis,\n",
    "    xaxis2=xaxis,\n",
    ")\n",
    "\n",
    "fig.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Download results from AzureML\n",
    "Skip this step if you are running locally."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get results file from azure ml\n",
    "workspace = Workspace.from_config(settings.AZUREML_CONFIG)\n",
    "experiment = \"generate-drift-metrics\"\n",
    "run = \"<run_name>\"\n",
    "results_csv = download_metrics_file(run, settings.RESULTS_DIR.joinpath('drift'), experiment, workspace, overwrite=False)"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "da2463f95fd6cc5c24c4a8a4da351f7bfbd9eba32040e9a599fb590435cb5b4d"
  },
  "kernelspec": {
   "display_name": "Python 3.7.3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.11"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}