Dam Levels.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     BULK WATER STORAGE   Unnamed: 1 Unnamed: 2   Unnamed: 3   Unnamed: 4  \\\n",
      "0                   NaN       58 644        NaN          NaN          NaN   \n",
      "1                   NaN  WEMMERSHOEK        NaN          NaN          NaN   \n",
      "2                  DATE       HEIGHT    STORAGE      Current    Last Year   \n",
      "3                   NaN          (m)       (Ml)            %            %   \n",
      "4             01-Jan-12        48.23     44 621         76.1          NaN   \n",
      "5             02-Jan-12        48.21     44 571           76          NaN   \n",
      "6             03-Jan-12        48.17     44 471         75.8          NaN   \n",
      "7             04-Jan-12        48.13     44 372         75.7          NaN   \n",
      "8             05-Jan-12        48.11     44 322         75.6          NaN   \n",
      "9             06-Jan-12        48.07     44 221         75.4          NaN   \n",
      "10            07-Jan-12        48.01     44 074         75.2          NaN   \n",
      "11            08-Jan-12        47.97     43 973           75          NaN   \n",
      "12            09-Jan-12        47.91     43 826         74.7          NaN   \n",
      "13            10-Jan-12        47.88     43 752         74.6          NaN   \n",
      "14            11-Jan-12        47.84     43 654         74.4          NaN   \n",
      "15            12-Jan-12        47.82     43 605         74.4          NaN   \n",
      "16            13-Jan-12        47.77     43 483         74.1          NaN   \n",
      "17            14-Jan-12        47.74     43 409           74          NaN   \n",
      "18            15-Jan-12        47.71     43 336         73.9          NaN   \n",
      "19            16-Jan-12        47.71     43 336         73.9          NaN   \n",
      "20            17-Jan-12        47.63     43 140         73.6          NaN   \n",
      "21            18-Jan-12        47.59     43 042         73.4          NaN   \n",
      "22            19-Jan-12        47.56     42 969         73.3          NaN   \n",
      "23            20-Jan-12        47.52     42 872         73.1          NaN   \n",
      "24            21-Jan-12        47.47     42 750         72.9          NaN   \n",
      "25            22-Jan-12        47.43     42 653         72.7          NaN   \n",
      "26            23-Jan-12        47.41     42 604         72.6          NaN   \n",
      "27            24-Jan-12        47.37     42 503         72.5          NaN   \n",
      "28            25-Jan-12         47.3     42 337         72.2          NaN   \n",
      "29            26-Jan-12        47.26     42 237           72          NaN   \n",
      "...                 ...          ...        ...          ...          ...   \n",
      "2093          20-Sep-17        39.43      25871  44.11534002  70.23054362   \n",
      "2094          21-Sep-17        39.47      25943  44.23811473  70.02762431   \n",
      "2095          22-Sep-17        39.51      26016  44.36259464   69.8264102   \n",
      "2096          23-Sep-17        39.52      26034  44.39328832  69.62178569   \n",
      "2097          24-Sep-17        39.52      26034  44.39328832  69.38135189   \n",
      "2098          25-Sep-17        39.53      26052  44.42398199  69.10340359   \n",
      "2099          26-Sep-17        39.59      26160  44.60814406  69.06247868   \n",
      "2100          27-Sep-17         39.6      26178  44.63883773  69.02325899   \n",
      "2101          28-Sep-17        39.61      26196  44.66953141  69.54164109   \n",
      "2102          29-Sep-17        39.58      26142  44.57745038   69.7445604   \n",
      "2103          30-Sep-17        39.65      26269  44.79401132  69.54164109   \n",
      "2104          01-Oct-17        39.64      26251  44.76331765  69.38135189   \n",
      "2105          02-Oct-17        39.62      26214  44.70022509  69.26198759   \n",
      "2106          03-Oct-17        39.64      26251  44.76331765  69.02325899   \n",
      "2107          04-Oct-17        39.75      26451   45.1043585  68.78282518   \n",
      "2108          05-Oct-17        39.78      26505  45.19643953  68.54409658   \n",
      "2109          06-Oct-17        39.84      26614   45.3823068  68.46054157   \n",
      "2110          07-Oct-17        39.87      26669  45.47609304  68.06663938   \n",
      "2111          08-Oct-17         39.9      26724  45.56987927  67.87054089   \n",
      "2112          09-Oct-17        39.93      26779  45.66366551  67.66250597   \n",
      "2113          10-Oct-17        39.93      26779  45.66366551   67.4766387   \n",
      "2114          11-Oct-17        39.96      26835  45.75915695   67.2754246   \n",
      "2115          12-Oct-17        40.01      26926  45.91433054   67.2379101   \n",
      "2116          13-Oct-17        40.02      26945  45.94672942  67.08103131   \n",
      "2117          14-Oct-17        40.02      26945  45.94672942  66.73146443   \n",
      "2118          15-Oct-17        40.05      27000  46.04051565  66.45863174   \n",
      "2119          16-Oct-17        40.13      27148  46.29288589  66.22501876   \n",
      "2120          17-Oct-17        40.25      27370  46.67144124  65.91296637   \n",
      "2121          18-Oct-17         40.3      27463  46.83002524  65.79871769   \n",
      "2122          19-Oct-17        40.37      27594    47.053407  65.45256122   \n",
      "\n",
      "           Unnamed: 5 Unnamed: 6   Unnamed: 7   Unnamed: 8       Unnamed: 9  \\\n",
      "0              33 517        335          NaN          NaN           31 767   \n",
      "1     STEENBRAS LOWER        NaN          NaN          NaN  STEENBRAS UPPER   \n",
      "2              HEIGHT    STORAGE      Current    Last Year           HEIGHT   \n",
      "3                 (m)       (Ml)            %            %              (m)   \n",
      "4               20.34     23 549         70.3          NaN            24.17   \n",
      "5               20.31     23 460           70          NaN            24.17   \n",
      "6               20.28     23 372         69.7          NaN            24.15   \n",
      "7               20.26     23 313         69.6          NaN            24.17   \n",
      "8               20.23     23 224         69.3          NaN            24.05   \n",
      "9                20.2     23 136           69          NaN            24.14   \n",
      "10              20.17     23 047         68.8          NaN            24.12   \n",
      "11              20.17     23 047         68.8          NaN            24.02   \n",
      "12              20.15     22 988         68.6          NaN            24.18   \n",
      "13              20.12     22 900         68.3          NaN            24.16   \n",
      "14              20.11     22 870         68.2          NaN            24.16   \n",
      "15              20.09     22 812         68.1          NaN            24.32   \n",
      "16              20.06     22 725         67.8          NaN            24.23   \n",
      "17              20.04     22 667         67.6          NaN            24.39   \n",
      "18                 20     22 552         67.3          NaN            24.38   \n",
      "19              19.97     22 465           67          NaN            24.38   \n",
      "20              19.95     22 407         66.9          NaN            24.14   \n",
      "21              19.92     22 320         66.6          NaN            24.04   \n",
      "22              19.87     22 175         66.2          NaN            23.98   \n",
      "23              19.84     22 089         65.9          NaN            23.95   \n",
      "24              19.78     21 916         65.4          NaN            23.95   \n",
      "25              19.72     21 747         64.9          NaN            23.86   \n",
      "26               19.7     21 690         64.7          NaN            24.35   \n",
      "27              19.68     21 633         64.5          NaN            24.35   \n",
      "28              19.66     21 576         64.4          NaN            24.41   \n",
      "29              19.62     21 463           64          NaN            24.35   \n",
      "...               ...        ...          ...          ...              ...   \n",
      "2093            17.44      15874  47.36104067  68.76212071            24.97   \n",
      "2094            17.39      15754   47.0030134  68.49956738            24.97   \n",
      "2095            17.37      15706  46.85980249  68.14750724            24.97   \n",
      "2096            17.35      15662  46.72852582  68.14750724            24.98   \n",
      "2097            17.32      15596  46.53161082  67.80141421            24.98   \n",
      "2098            17.29      15530  46.33469583    67.544828            24.99   \n",
      "2099            17.34      15640  46.66288749  67.11221171               25   \n",
      "2100            17.31      15574  46.46597249  67.19873497             25.1   \n",
      "2101            17.29      15530  46.33469583  67.80141421            25.04   \n",
      "2102            17.27      15486  46.20341916  67.62836769            25.01   \n",
      "2103            17.26      15464  46.13778083    67.544828            25.02   \n",
      "2104            17.22      15376   45.8752275  67.28525823            25.02   \n",
      "2105            17.17      15266  45.54703583  67.19873497            25.02   \n",
      "2106            17.14      15200  45.35012083  66.76611869            24.98   \n",
      "2107            17.16      15244   45.4813975  66.50654892             25.1   \n",
      "2108            17.18      15288  45.61267417   66.3335024            25.04   \n",
      "2109            17.14      15200  45.35012083  66.24697914            25.99   \n",
      "2110            17.13      15178   45.2844825  66.24697914            24.99   \n",
      "2111            17.11      15134  45.15320584  65.81734642            24.99   \n",
      "2112            17.07      15046   44.8906525  65.81734642               25   \n",
      "2113            17.06      15024  44.82501417    65.304174            25.07   \n",
      "2114            17.05      15002  44.75937584    65.304174            25.01   \n",
      "2115            17.02      14936  44.56246084    65.304174            25.02   \n",
      "2116               17      14892  44.43118418  65.05057135            25.02   \n",
      "2117            16.95      14782  44.10299251  64.54336605               25   \n",
      "2118            16.94      14760  44.03735418   64.2897634               25   \n",
      "2119            16.96      14804  44.16863084  64.12268401            25.01   \n",
      "2120            16.96      14804  44.16863084   63.7825581            25.08   \n",
      "2121            17.01      14914  44.49682251  63.52895546            24.97   \n",
      "2122            17.04      14980  44.69373751  63.19181311            25.12   \n",
      "\n",
      "         ...      Unnamed: 51  Unnamed: 52           Unnamed: 53  Unnamed: 54  \\\n",
      "0        ...              NaN          NaN               898 221          NaN   \n",
      "1        ...              NaN          NaN  TOTAL STORED - BIG 6          NaN   \n",
      "2        ...          Current    Last Year               STORAGE      Current   \n",
      "3        ...                %            %                  (Ml)            %   \n",
      "4        ...             89.2          NaN               695 783        77.46   \n",
      "5        ...             88.3          NaN               692 990        77.15   \n",
      "6        ...             87.9          NaN               690 324        76.85   \n",
      "7        ...             87.5          NaN               687 282        76.52   \n",
      "8        ...             87.2          NaN               683 355        76.08   \n",
      "9        ...               87          NaN               681 239        75.84   \n",
      "10       ...               87          NaN               679 542        75.65   \n",
      "11       ...               87          NaN               677 921        75.47   \n",
      "12       ...               87          NaN               675 436         75.2   \n",
      "13       ...               86          NaN               671 795        74.79   \n",
      "14       ...             85.7          NaN               668 155        74.39   \n",
      "15       ...             85.7          NaN               668 336        74.41   \n",
      "16       ...               85          NaN               665 695        74.11   \n",
      "17       ...               85          NaN               663 597        73.88   \n",
      "18       ...               85          NaN               662 137        73.72   \n",
      "19       ...             84.2          NaN               658 989        73.37   \n",
      "20       ...             83.9          NaN               653 833        72.79   \n",
      "21       ...             83.6          NaN               651 458        72.53   \n",
      "22       ...             83.3          NaN               649 535        72.31   \n",
      "23       ...             83.1          NaN               646 315        71.96   \n",
      "24       ...             83.1          NaN               644 092        71.71   \n",
      "25       ...             83.1          NaN               641 817        71.45   \n",
      "26       ...             82.1          NaN               639 897        71.24   \n",
      "27       ...             81.7          NaN               637 403        70.96   \n",
      "28       ...             81.2          NaN               634 368        70.62   \n",
      "29       ...             80.7          NaN               630 900        70.24   \n",
      "...      ...              ...          ...                   ...          ...   \n",
      "2093     ...      63.09514653  71.56372587                336864  37.50346518   \n",
      "2094     ...      63.16437197  71.67140989                336469  37.45948937   \n",
      "2095     ...      63.47973233   72.2021383                336904  37.50791843   \n",
      "2096     ...      63.54895777   71.9636951                336559  37.46950917   \n",
      "2097     ...      63.64895008  72.00215368                336623  37.47663437   \n",
      "2098     ...      63.78740097  72.04061226                336347  37.44590696   \n",
      "2099     ...      64.06430275  72.07137912                337387  37.56169139   \n",
      "2100     ...       64.3796631  72.37135605                338123  37.64363113   \n",
      "2101     ...      64.58733944  72.37135605                338092  37.64017987   \n",
      "2102     ...      64.72579032  72.66364126                337876  37.61613233   \n",
      "2103     ...      64.93346666  72.80978386                338061   37.6367286   \n",
      "2104     ...       65.0026921  72.88670102                337828  37.61078844   \n",
      "2105     ...       65.0026921   72.9251596                337464  37.57026389   \n",
      "2106     ...      65.24882701  72.96361818                340391  37.89613024   \n",
      "2107     ...      65.56418737  73.03284363                338192  37.65131298   \n",
      "2108     ...      65.98723175  72.99438505                339014  37.74282721   \n",
      "2109     ...      66.16414122  72.96361818                339556  37.80316871   \n",
      "2110     ...      66.34105069  73.10976079                339602  37.80828994   \n",
      "2111     ...      66.44873471  73.10976079                339641  37.81263186   \n",
      "2112     ...       66.5871856  73.14821937                339710  37.82031371   \n",
      "2113     ...      66.73332821  73.14821937                339634  37.81185254   \n",
      "2114     ...      66.76409507  73.21744481                339115  37.75407166   \n",
      "2115     ...      66.69486963  73.44050458                338437  37.67858912   \n",
      "2116     ...      66.62564418  73.44050458                337464  37.57026389   \n",
      "2117     ...      66.55641874  73.44050458                336782  37.49433603   \n",
      "2118     ...      66.51796016  73.37127913                336235  37.43343787   \n",
      "2119     ...      66.62564418  73.33282055                336169  37.42609002   \n",
      "2120     ...      66.94100454  73.29436197                336990  37.51749291   \n",
      "2121     ...      66.94100454  73.29436197                337952   37.6245935   \n",
      "2122     ...      67.51788324  73.29436197                340465  37.90436875   \n",
      "\n",
      "      Unnamed: 55 Unnamed: 56       Unnamed: 57 Unnamed: 58  Unnamed: 59  \\\n",
      "0             NaN         NaN               451         NaN          NaN   \n",
      "1             NaN         NaN  LAND-en ZEEZICHT         NaN          NaN   \n",
      "2       Last Year         NaN            HEIGHT     STORAGE      Current   \n",
      "3               %         NaN               (m)        (Ml)            %   \n",
      "4             NaN         NaN               NaN         NaN          NaN   \n",
      "5             NaN         NaN               NaN         NaN          NaN   \n",
      "6             NaN         NaN               NaN         NaN          NaN   \n",
      "7             NaN         NaN               NaN         NaN          NaN   \n",
      "8             NaN         NaN               NaN         NaN          NaN   \n",
      "9             NaN         NaN               NaN         NaN          NaN   \n",
      "10            NaN         NaN               NaN         NaN          NaN   \n",
      "11            NaN         NaN               NaN         NaN          NaN   \n",
      "12            NaN         NaN               NaN         NaN          NaN   \n",
      "13            NaN         NaN               NaN         NaN          NaN   \n",
      "14            NaN         NaN               NaN         NaN          NaN   \n",
      "15            NaN         NaN               NaN         NaN          NaN   \n",
      "16            NaN         NaN               NaN         NaN          NaN   \n",
      "17            NaN         NaN               NaN         NaN          NaN   \n",
      "18            NaN         NaN               NaN         NaN          NaN   \n",
      "19            NaN         NaN               NaN         NaN          NaN   \n",
      "20            NaN         NaN               NaN         NaN          NaN   \n",
      "21            NaN         NaN               NaN         NaN          NaN   \n",
      "22            NaN         NaN               NaN         NaN          NaN   \n",
      "23            NaN         NaN               NaN         NaN          NaN   \n",
      "24            NaN         NaN               NaN         NaN          NaN   \n",
      "25            NaN         NaN               NaN         NaN          NaN   \n",
      "26            NaN         NaN               NaN         NaN          NaN   \n",
      "27            NaN         NaN               NaN         NaN          NaN   \n",
      "28            NaN         NaN               NaN         NaN          NaN   \n",
      "29            NaN         NaN               NaN         NaN          NaN   \n",
      "...           ...         ...               ...         ...          ...   \n",
      "2093   62.0276079         NaN              6.93     409.865  90.87915743   \n",
      "2094  61.97372362         NaN              6.98     412.822  91.53481153   \n",
      "2095  62.02538128         NaN              7.04     416.371  92.32172949   \n",
      "2096  61.98552472         NaN              7.12     421.102  93.37073171   \n",
      "2097  61.93074978         NaN               7.2     425.834  94.41995565   \n",
      "2098  61.92707585         NaN              7.27     429.974  95.33791574   \n",
      "2099  61.96982702         NaN              7.35     434.705  96.38691796   \n",
      "2100  62.04096765         NaN              7.39     437.071  96.91152993   \n",
      "2101  62.09551992         NaN              7.43     439.437  97.43614191   \n",
      "2102  62.25939941         NaN              7.49     442.985  98.22283814   \n",
      "2103   62.3411165         NaN              7.54     445.942  98.87849224   \n",
      "2104  62.40513192         NaN              7.57     447.717  99.27206208   \n",
      "2105    62.452559         NaN               7.7     455.405  100.9767184   \n",
      "2106   62.3461264         NaN              7.75     458.363  101.6325942   \n",
      "2107  62.26340734         NaN              7.82     462.503  102.5505543   \n",
      "2108  62.21308564         NaN              7.87      465.46  103.2062084   \n",
      "2109   62.2172049         NaN              7.94       469.6  104.1241685   \n",
      "2110   62.0829395         NaN              7.88     466.051  103.3372506   \n",
      "2111  62.07314236         NaN              7.89     466.643  103.4685144   \n",
      "2112  62.06802112         NaN              7.86     464.868  103.0749446   \n",
      "2113  62.05521804         NaN              7.86     464.868  103.0749446   \n",
      "2114  61.87419354         NaN               7.9     467.234  103.5995565   \n",
      "2115  62.04352826         NaN              7.97     471.374  104.5175166   \n",
      "2116  62.04519823         NaN                 8     473.149  104.9110865   \n",
      "2117  61.93130644         NaN                 8     473.149  104.9110865   \n",
      "2118  61.81730331         NaN              7.95     470.191  104.2552106   \n",
      "2119  61.75195191         NaN                 8     473.149  104.9110865   \n",
      "2120  61.66199632         NaN                 8     473.149  104.9110865   \n",
      "2121  61.60588541         NaN                 8     473.149  104.9110865   \n",
      "2122  61.45814894         NaN                 8     473.149  104.9110865   \n",
      "\n",
      "     Unnamed: 60  \n",
      "0            NaN  \n",
      "1            NaN  \n",
      "2      Last Year  \n",
      "3              %  \n",
      "4            NaN  \n",
      "5            NaN  \n",
      "6            NaN  \n",
      "7            NaN  \n",
      "8            NaN  \n",
      "9            NaN  \n",
      "10           NaN  \n",
      "11           NaN  \n",
      "12           NaN  \n",
      "13           NaN  \n",
      "14           NaN  \n",
      "15           NaN  \n",
      "16           NaN  \n",
      "17           NaN  \n",
      "18           NaN  \n",
      "19           NaN  \n",
      "20           NaN  \n",
      "21           NaN  \n",
      "22           NaN  \n",
      "23           NaN  \n",
      "24           NaN  \n",
      "25           NaN  \n",
      "26           NaN  \n",
      "27           NaN  \n",
      "28           NaN  \n",
      "29           NaN  \n",
      "...          ...  \n",
      "2093         NaN  \n",
      "2094         NaN  \n",
      "2095         NaN  \n",
      "2096         NaN  \n",
      "2097         NaN  \n",
      "2098         NaN  \n",
      "2099         NaN  \n",
      "2100         NaN  \n",
      "2101         NaN  \n",
      "2102         NaN  \n",
      "2103         NaN  \n",
      "2104         NaN  \n",
      "2105         NaN  \n",
      "2106         NaN  \n",
      "2107         NaN  \n",
      "2108         NaN  \n",
      "2109         NaN  \n",
      "2110         NaN  \n",
      "2111         NaN  \n",
      "2112         NaN  \n",
      "2113         NaN  \n",
      "2114         NaN  \n",
      "2115         NaN  \n",
      "2116         NaN  \n",
      "2117         NaN  \n",
      "2118         NaN  \n",
      "2119         NaN  \n",
      "2120         NaN  \n",
      "2121         NaN  \n",
      "2122         NaN  \n",
      "\n",
      "[2123 rows x 61 columns]\n"
     ]
    }
   ],
   "source": [
    "import csv\n",
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "filename = 'data/Dam levels update 2012-2017.csv'\n",
    "df = pd.read_csv(filename, encoding = \"ISO-8859-1\")\n",
    "print(df)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
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     ]
    }
   ],
   "source": [
    "def parse_chunk(df, start_index):\n",
    "    cols = 4\n",
    "    print(start_index)\n",
    "    data = df.iloc[:, start_index:start_index + cols]\n",
    "    dam_name = data.iloc[1][0]\n",
    "    storage_data = data.iloc[:, 1][4:]\n",
    "    storage_data = storage_data.str.replace('\\s+', '')  # strip spaces\n",
    "    storage_data = pd.to_numeric(storage_data, errors='coerce')\n",
    "    return {\n",
    "        'label': dam_name,\n",
    "        'data': storage_data.tolist()\n",
    "    }\n",
    "\n",
    "print(parse_chunk(df, 10 * 4 + 1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "5\n",
      "9\n",
      "13\n",
      "17\n",
      "21\n",
      "25\n",
      "29\n",
      "33\n",
      "37\n",
      "41\n",
      "45\n",
      "49\n"
     ]
    }
   ],
   "source": [
    "all_data = [parse_chunk(df, 4 * i + 1) for i in range(13)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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'2017-08-20', '2017-08-21', '2017-08-22', '2017-08-23', '2017-08-24', '2017-08-25', '2017-08-26', '2017-08-27', '2017-08-28', '2017-08-29', '2017-08-30', '2017-08-31', '2017-09-01', '2017-09-02', '2017-09-03', '2017-09-04', '2017-09-05', '2017-09-06', '2017-09-07', '2017-09-08', '2017-09-09', '2017-09-10', '2017-09-11', '2017-09-12', '2017-09-13', '2017-09-14', '2017-09-15', '2017-09-16', '2017-09-17', '2017-09-18', '2017-09-19', '2017-09-20', '2017-09-21', '2017-09-22', '2017-09-23', '2017-09-24', '2017-09-25', '2017-09-26', '2017-09-27', '2017-09-28', '2017-09-29', '2017-09-30', '2017-10-01', '2017-10-02', '2017-10-03', '2017-10-04', '2017-10-05', '2017-10-06', '2017-10-07', '2017-10-08', '2017-10-09', '2017-10-10', '2017-10-11', '2017-10-12', '2017-10-13', '2017-10-14', '2017-10-15', '2017-10-16', '2017-10-17', '2017-10-18', '2017-10-19']\n"
     ]
    }
   ],
   "source": [
    "dates = df.iloc[:, 0][4:]\n",
    "dates = pd.to_datetime(dates)\n",
    "# dates = dates.apply(lambda x: x.to_\n",
    "dates = [str(d.date()) for d in dates.tolist()]\n",
    "print(dates)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "        1001.2,\n",
      "        994.2,\n",
      "        994.2,\n",
      "        970.7,\n",
      "        970.7,\n",
      "        959.1,\n",
      "        954.5,\n",
      "        947.6,\n",
      "        947.6,\n",
      "        947.6,\n",
      "        924.8,\n",
      "        913.5,\n",
      "        911.3,\n",
      "        909.0,\n",
      "        891.2,\n",
      "        891.2,\n",
      "        891.2,\n",
      "        886.8,\n",
      "        878.0,\n",
      "        869.2,\n",
      "        864.8,\n",
      "        858.3,\n",
      "        851.8,\n",
      "        847.5,\n",
      "        845.4,\n",
      "        843.2,\n",
      "        843.2,\n",
      "        836.8,\n",
      "        845.4,\n",
      "        845.4,\n",
      "        847.5,\n",
      "        845.4,\n",
      "        845.4,\n",
      "        845.4,\n",
      "        817.7,\n",
      "        817.7,\n",
      "        813.5,\n",
      "        805.1,\n",
      "        805.1,\n",
      "        803.0,\n",
      "        803.0,\n",
      "        798.8,\n",
      "        784.4,\n",
      "        784.4,\n",
      "        782.3,\n",
      "        780.2,\n",
      "        778.2,\n",
      "        778.2,\n",
      "        776.1,\n",
      "        763.9,\n",
      "        763.9,\n",
      "        763.9,\n",
      "        753.8,\n",
      "        743.8,\n",
      "        743.8,\n",
      "        741.8,\n",
      "        741.8,\n",
      "        741.8,\n",
      "        714.2,\n",
      "        733.9,\n",
      "        733.9,\n",
      "        733.9,\n",
      "        733.9,\n",
      "        733.9,\n",
      "        733.9,\n",
      "        729.9,\n",
      "        727.9,\n",
      "        724.0,\n",
      "        720.1,\n",
      "        720.1,\n",
      "        714.2,\n",
      "        714.2,\n",
      "        704.5,\n",
      "        704.5,\n",
      "        700.9,\n",
      "        695.5,\n",
      "        695.5,\n",
      "        690.1,\n",
      "        688.3,\n",
      "        688.3,\n",
      "        688.3,\n",
      "        682.9,\n",
      "        686.5,\n",
      "        686.5,\n",
      "        686.5,\n",
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      "        677.6,\n",
      "        668.7,\n",
      "        663.4,\n",
      "        663.4,\n",
      "        659.9,\n",
      "        654.7,\n",
      "        651.2,\n",
      "        647.7,\n",
      "        647.7,\n",
      "        647.7,\n",
      "        642.6,\n",
      "        639.1,\n",
      "        639.1,\n",
      "        637.4,\n",
      "        633.9,\n",
      "        632.2,\n",
      "        632.2,\n",
      "        630.5,\n",
      "        628.8,\n",
      "        625.4,\n",
      "        622.0,\n",
      "        622.0,\n",
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      "        615.2,\n",
      "        615.2,\n",
      "        616.9,\n",
      "        615.2,\n",
      "        615.2,\n",
      "        606.8,\n",
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      "        600.2,\n",
      "        600.2,\n",
      "        600.2,\n",
      "        596.8,\n",
      "        591.9,\n",
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      "        588.6,\n",
      "        588.6,\n",
      "        583.7,\n",
      "        583.7,\n",
      "        567.4,\n",
      "        559.4,\n",
      "        559.4,\n",
      "        559.4,\n",
      "        559.4,\n",
      "        559.4,\n",
      "        559.4,\n",
      "        559.4,\n",
      "        559.4,\n",
      "        564.2,\n",
      "        564.2,\n",
      "        564.2,\n",
      "        567.4,\n",
      "        567.4,\n",
      "        567.4,\n",
      "        559.4,\n",
      "        554.6,\n",
      "        554.6,\n",
      "        554.6,\n",
      "        554.6,\n",
      "        554.6,\n",
      "        551.4,\n",
      "        548.2,\n",
      "        548.2,\n",
      "        543.5,\n",
      "        543.5,\n",
      "        538.8,\n",
      "        538.8,\n",
      "        538.8,\n",
      "        535.7,\n",
      "        532.6,\n",
      "        532.6,\n",
      "        532.6,\n",
      "        532.6,\n",
      "        532.6,\n",
      "        532.6,\n",
      "        535.7,\n",
      "        532.6,\n",
      "        532.6,\n",
      "        531.0,\n",
      "        531.0,\n",
      "        531.0,\n",
      "        531.0,\n",
      "        531.0,\n",
      "        531.0,\n",
      "        527.9,\n",
      "        524.8,\n",
      "        520.2,\n",
      "        518.6,\n",
      "        515.6,\n",
      "        512.5,\n",
      "        512.5,\n",
      "        512.5,\n",
      "        512.5,\n",
      "        509.5,\n",
      "        512.5,\n",
      "        512.5,\n",
      "        512.5,\n",
      "        514.0,\n",
      "        517.1,\n",
      "        517.1,\n",
      "        504.9,\n",
      "        504.9,\n",
      "        504.9,\n",
      "        504.9,\n",
      "        501.9,\n",
      "        497.4,\n",
      "        497.4,\n",
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      "        497.4,\n",
      "        497.4,\n",
      "        497.4,\n",
      "        497.4,\n",
      "        501.9,\n",
      "        NaN,\n",
      "        501.9,\n",
      "        501.9,\n",
      "        501.9,\n",
      "        497.4,\n",
      "        497.4,\n",
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      "        501.9,\n",
      "        501.9,\n",
      "        501.9,\n",
      "        501.9,\n",
      "        501.9,\n",
      "        501.9,\n",
      "        497.4,\n",
      "        492.9,\n",
      "        497.4,\n",
      "        497.4,\n",
      "        503.4,\n",
      "        506.4,\n",
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      "        512.5,\n",
      "        512.5,\n",
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      "        497.4,\n",
      "        497.4,\n",
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      "        504.9,\n",
      "        504.9,\n",
      "        504.9,\n",
      "        504.9,\n",
      "        504.9,\n",
      "        512.5,\n",
      "        518.6,\n",
      "        520.2,\n",
      "        520.2,\n",
      "        526.3,\n",
      "        526.3,\n",
      "        527.9,\n",
      "        527.9,\n",
      "        532.6,\n",
      "        532.6,\n",
      "        535.7,\n",
      "        535.7,\n",
      "        535.7,\n",
      "        535.7,\n",
      "        535.7,\n",
      "        535.7,\n",
      "        543.5,\n",
      "        551.4,\n",
      "        567.4,\n",
      "        580.4,\n",
      "        591.9,\n",
      "        600.2,\n",
      "        600.2,\n",
      "        600.2,\n",
      "        600.2,\n",
      "        600.2,\n",
      "        613.5,\n",
      "        625.4,\n",
      "        630.5,\n",
      "        633.9,\n",
      "        633.9,\n",
      "        637.4,\n",
      "        659.9,\n",
      "        675.8,\n",
      "        682.9,\n",
      "        695.5,\n",
      "        702.7,\n",
      "        NaN,\n",
      "        739.8,\n",
      "        739.8,\n",
      "        743.8,\n",
      "        753.8,\n",
      "        763.9,\n",
      "        780.2,\n",
      "        780.2,\n",
      "        790.5,\n",
      "        800.9,\n",
      "        800.9,\n",
      "        800.9,\n",
      "        794.7,\n",
      "        794.7,\n",
      "        805.1,\n",
      "        805.1,\n",
      "        805.1,\n",
      "        805.1,\n",
      "        805.1,\n",
      "        836.8,\n",
      "        836.8,\n",
      "        847.5,\n",
      "        854.0,\n",
      "        864.8,\n",
      "        869.2,\n",
      "        886.8,\n",
      "        909.0,\n",
      "        909.0,\n",
      "        909.0,\n",
      "        913.5,\n",
      "        913.5,\n",
      "        913.5,\n",
      "        913.5,\n",
      "        913.5,\n",
      "        913.5,\n",
      "        913.5,\n",
      "        913.5,\n",
      "        909.0,\n",
      "        909.0,\n",
      "        909.0,\n",
      "        891.2,\n",
      "        891.2,\n",
      "        891.2,\n",
      "        891.2,\n",
      "        884.6,\n",
      "        869.2,\n",
      "        869.2,\n",
      "        869.2,\n",
      "        869.2,\n",
      "        864.8,\n",
      "        864.8,\n",
      "        864.8,\n",
      "        858.3,\n",
      "        854.0,\n",
      "        854.0,\n",
      "        858.3,\n",
      "        858.3,\n",
      "        880.2,\n",
      "        880.2\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"label\": \"LEWIS GAY\",\n",
      "      \"data\": [\n",
      "        128.3,\n",
      "        128.3,\n",
      "        128.3,\n",
      "        128.3,\n",
      "        128.3,\n",
      "        128.3,\n",
      "        128.3,\n",
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      "        51.3,\n",
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      "        148.2,\n",
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      "        169.5,\n",
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      "        169.5,\n",
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      "        169.5,\n",
      "        169.5,\n",
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      "        169.5,\n",
      "        169.5,\n",
      "        169.5,\n",
      "        169.5,\n",
      "        169.5,\n",
      "        169.5,\n",
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      "        169.5,\n",
      "        169.5,\n",
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      "        169.5,\n",
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      "        169.5,\n",
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      "        169.5,\n",
      "        169.5,\n",
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      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        166.4,\n",
      "        164.9,\n",
      "        164.9,\n",
      "        163.3,\n",
      "        163.3,\n",
      "        163.3,\n",
      "        162.1,\n",
      "        162.1,\n",
      "        160.8,\n",
      "        160.8,\n",
      "        160.8,\n",
      "        158.7,\n",
      "        157.2,\n",
      "        151.2,\n",
      "        150.6,\n",
      "        148.8,\n",
      "        146.8,\n",
      "        145.3,\n",
      "        142.5,\n",
      "        141.0,\n",
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      "        136.7,\n",
      "        133.8,\n",
      "        133.3,\n",
      "        125.5,\n",
      "        128.3,\n",
      "        126.9,\n",
      "        125.5,\n",
      "        124.2,\n",
      "        124.2,\n",
      "        120.2,\n",
      "        117.6,\n",
      "        115.0,\n",
      "        114.0,\n",
      "        112.5,\n",
      "        108.3,\n",
      "        106.3,\n",
      "        105.1,\n",
      "        102.7,\n",
      "        100.4,\n",
      "        98.1,\n",
      "        95.9,\n",
      "        93.6,\n",
      "        91.4,\n",
      "        89.3,\n",
      "        88.0,\n",
      "        85.1,\n",
      "        83.0,\n",
      "        80.4,\n",
      "        78.0,\n",
      "        76.1,\n",
      "        72.3,\n",
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      "        24.8,\n",
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      "        NaN,\n",
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      "        161.8,\n",
      "        158.4,\n",
      "        159.0,\n",
      "        159.6,\n",
      "        159.6,\n",
      "        NaN,\n",
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      "        163.3\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"label\": \"THEEWATERSKLOOF\",\n",
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      "    \"2012-06-30 00:00:00\",\n",
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      "    \"2012-07-24 00:00:00\",\n",
      "    \"2012-07-25 00:00:00\",\n",
      "    \"2012-07-26 00:00:00\",\n",
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      "    \"2012-07-29 00:00:00\",\n",
      "    \"2012-07-30 00:00:00\",\n",
      "    \"2012-07-31 00:00:00\",\n",
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      "    \"2012-08-02 00:00:00\",\n",
      "    \"2012-08-03 00:00:00\",\n",
      "    \"2012-08-04 00:00:00\",\n",
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      "    \"2012-08-15 00:00:00\",\n",
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      "    \"2012-08-20 00:00:00\",\n",
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      "    \"2012-08-22 00:00:00\",\n",
      "    \"2012-08-23 00:00:00\",\n",
      "    \"2012-08-24 00:00:00\",\n",
      "    \"2012-08-25 00:00:00\",\n",
      "    \"2012-08-26 00:00:00\",\n",
      "    \"2012-08-27 00:00:00\",\n",
      "    \"2012-08-28 00:00:00\",\n",
      "    \"2012-08-29 00:00:00\",\n",
      "    \"2012-08-30 00:00:00\",\n",
      "    \"2012-08-31 00:00:00\",\n",
      "    \"2012-09-01 00:00:00\",\n",
      "    \"2012-09-02 00:00:00\",\n",
      "    \"2012-09-03 00:00:00\",\n",
      "    \"2012-09-04 00:00:00\",\n",
      "    \"2012-09-05 00:00:00\",\n",
      "    \"2012-09-06 00:00:00\",\n",
      "    \"2012-09-07 00:00:00\",\n",
      "    \"2012-09-08 00:00:00\",\n",
      "    \"2012-09-09 00:00:00\",\n",
      "    \"2012-09-10 00:00:00\",\n",
      "    \"2012-09-11 00:00:00\",\n",
      "    \"2012-09-12 00:00:00\",\n",
      "    \"2012-09-13 00:00:00\",\n",
      "    \"2012-09-14 00:00:00\",\n",
      "    \"2012-09-15 00:00:00\",\n",
      "    \"2012-09-16 00:00:00\",\n",
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      "    \"2012-09-18 00:00:00\",\n",
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      "    \"2012-09-20 00:00:00\",\n",
      "    \"2012-09-21 00:00:00\",\n",
      "    \"2012-09-22 00:00:00\",\n",
      "    \"2012-09-23 00:00:00\",\n",
      "    \"2012-09-24 00:00:00\",\n",
      "    \"2012-09-25 00:00:00\",\n",
      "    \"2012-09-26 00:00:00\",\n",
      "    \"2012-09-27 00:00:00\",\n",
      "    \"2012-09-28 00:00:00\",\n",
      "    \"2012-09-29 00:00:00\",\n",
      "    \"2012-09-30 00:00:00\",\n",
      "    \"2012-10-01 00:00:00\",\n",
      "    \"2012-10-02 00:00:00\",\n",
      "    \"2012-10-03 00:00:00\",\n",
      "    \"2012-10-04 00:00:00\",\n",
      "    \"2012-10-05 00:00:00\",\n",
      "    \"2012-10-06 00:00:00\",\n",
      "    \"2012-10-07 00:00:00\",\n",
      "    \"2012-10-08 00:00:00\",\n",
      "    \"2012-10-09 00:00:00\",\n",
      "    \"2012-10-10 00:00:00\",\n",
      "    \"2012-10-11 00:00:00\",\n",
      "    \"2012-10-12 00:00:00\",\n",
      "    \"2012-10-13 00:00:00\",\n",
      "    \"2012-10-14 00:00:00\",\n",
      "    \"2012-10-15 00:00:00\",\n",
      "    \"2012-10-16 00:00:00\",\n",
      "    \"2012-10-17 00:00:00\",\n",
      "    \"2012-10-18 00:00:00\",\n",
      "    \"2012-10-19 00:00:00\",\n",
      "    \"2012-10-20 00:00:00\",\n",
      "    \"2012-10-21 00:00:00\",\n",
      "    \"2012-10-22 00:00:00\",\n",
      "    \"2012-10-23 00:00:00\",\n",
      "    \"2012-10-24 00:00:00\",\n",
      "    \"2012-10-25 00:00:00\",\n",
      "    \"2012-10-26 00:00:00\",\n",
      "    \"2012-10-27 00:00:00\",\n",
      "    \"2012-10-28 00:00:00\",\n",
      "    \"2012-10-29 00:00:00\",\n",
      "    \"2012-10-30 00:00:00\",\n",
      "    \"2012-10-31 00:00:00\",\n",
      "    \"2012-11-01 00:00:00\",\n",
      "    \"2012-11-02 00:00:00\",\n",
      "    \"2012-11-03 00:00:00\",\n",
      "    \"2012-11-04 00:00:00\",\n",
      "    \"2012-11-05 00:00:00\",\n",
      "    \"2012-11-06 00:00:00\",\n",
      "    \"2012-11-07 00:00:00\",\n",
      "    \"2012-11-08 00:00:00\",\n",
      "    \"2012-11-09 00:00:00\",\n",
      "    \"2012-11-10 00:00:00\",\n",
      "    \"2012-11-11 00:00:00\",\n",
      "    \"2012-11-12 00:00:00\",\n",
      "    \"2012-11-13 00:00:00\",\n",
      "    \"2012-11-14 00:00:00\",\n",
      "    \"2012-11-15 00:00:00\",\n",
      "    \"2012-11-16 00:00:00\",\n",
      "    \"2012-11-17 00:00:00\",\n",
      "    \"2012-11-18 00:00:00\",\n",
      "    \"2012-11-19 00:00:00\",\n",
      "    \"2012-11-20 00:00:00\",\n",
      "    \"2012-11-21 00:00:00\",\n",
      "    \"2012-11-22 00:00:00\",\n",
      "    \"2012-11-23 00:00:00\",\n",
      "    \"2012-11-24 00:00:00\",\n",
      "    \"2012-11-25 00:00:00\",\n",
      "    \"2012-11-26 00:00:00\",\n",
      "    \"2012-11-27 00:00:00\",\n",
      "    \"2012-11-28 00:00:00\",\n",
      "    \"2012-11-29 00:00:00\",\n",
      "    \"2012-11-30 00:00:00\",\n",
      "    \"2012-12-01 00:00:00\",\n",
      "    \"2012-12-02 00:00:00\",\n",
      "    \"2012-12-03 00:00:00\",\n",
      "    \"2012-12-04 00:00:00\",\n",
      "    \"2012-12-05 00:00:00\",\n",
      "    \"2012-12-06 00:00:00\",\n",
      "    \"2012-12-07 00:00:00\",\n",
      "    \"2012-12-08 00:00:00\",\n",
      "    \"2012-12-09 00:00:00\",\n",
      "    \"2012-12-10 00:00:00\",\n",
      "    \"2012-12-11 00:00:00\",\n",
      "    \"2012-12-12 00:00:00\",\n",
      "    \"2012-12-13 00:00:00\",\n",
      "    \"2012-12-14 00:00:00\",\n",
      "    \"2012-12-15 00:00:00\",\n",
      "    \"2012-12-16 00:00:00\",\n",
      "    \"2012-12-17 00:00:00\",\n",
      "    \"2012-12-18 00:00:00\",\n",
      "    \"2012-12-19 00:00:00\",\n",
      "    \"2012-12-20 00:00:00\",\n",
      "    \"2012-12-21 00:00:00\",\n",
      "    \"2012-12-22 00:00:00\",\n",
      "    \"2012-12-23 00:00:00\",\n",
      "    \"2012-12-24 00:00:00\",\n",
      "    \"2012-12-25 00:00:00\",\n",
      "    \"2012-12-26 00:00:00\",\n",
      "    \"2012-12-27 00:00:00\",\n",
      "    \"2012-12-28 00:00:00\",\n",
      "    \"2012-12-29 00:00:00\",\n",
      "    \"2012-12-30 00:00:00\",\n",
      "    \"2012-12-31 00:00:00\",\n",
      "    \"2013-01-01 00:00:00\",\n",
      "    \"2013-01-02 00:00:00\",\n",
      "    \"2013-01-03 00:00:00\",\n",
      "    \"2013-01-04 00:00:00\",\n",
      "    \"2013-01-05 00:00:00\",\n",
      "    \"2013-01-06 00:00:00\",\n",
      "    \"2013-01-07 00:00:00\",\n",
      "    \"2013-01-08 00:00:00\",\n",
      "    \"2013-01-09 00:00:00\",\n",
      "    \"2013-01-10 00:00:00\",\n",
      "    \"2013-01-11 00:00:00\",\n",
      "    \"2013-01-12 00:00:00\",\n",
      "    \"2013-01-13 00:00:00\",\n",
      "    \"2013-01-14 00:00:00\",\n",
      "    \"2013-01-15 00:00:00\",\n",
      "    \"2013-01-16 00:00:00\",\n",
      "    \"2013-01-17 00:00:00\",\n",
      "    \"2013-01-18 00:00:00\",\n",
      "    \"2013-01-19 00:00:00\",\n",
      "    \"2013-01-20 00:00:00\",\n",
      "    \"2013-01-21 00:00:00\",\n",
      "    \"2013-01-22 00:00:00\",\n",
      "    \"2013-01-23 00:00:00\",\n",
      "    \"2013-01-24 00:00:00\",\n",
      "    \"2013-01-25 00:00:00\",\n",
      "    \"2013-01-26 00:00:00\",\n",
      "    \"2013-01-27 00:00:00\",\n",
      "    \"2013-01-28 00:00:00\",\n",
      "    \"2013-01-29 00:00:00\",\n",
      "    \"2013-01-30 00:00:00\",\n",
      "    \"2013-01-31 00:00:00\",\n",
      "    \"2013-02-01 00:00:00\",\n",
      "    \"2013-02-02 00:00:00\",\n",
      "    \"2013-02-03 00:00:00\",\n",
      "    \"2013-02-04 00:00:00\",\n",
      "    \"2013-02-05 00:00:00\",\n",
      "    \"2013-02-06 00:00:00\",\n",
      "    \"2013-02-07 00:00:00\",\n",
      "    \"2013-02-08 00:00:00\",\n",
      "    \"2013-02-09 00:00:00\",\n",
      "    \"2013-02-10 00:00:00\",\n",
      "    \"2013-02-11 00:00:00\",\n",
      "    \"2013-02-12 00:00:00\",\n",
      "    \"2013-02-13 00:00:00\",\n",
      "    \"2013-02-14 00:00:00\",\n",
      "    \"2013-02-15 00:00:00\",\n",
      "    \"2013-02-16 00:00:00\",\n",
      "    \"2013-02-17 00:00:00\",\n",
      "    \"2013-02-18 00:00:00\",\n",
      "    \"2013-02-19 00:00:00\",\n",
      "    \"2013-02-20 00:00:00\",\n",
      "    \"2013-02-21 00:00:00\",\n",
      "    \"2013-02-22 00:00:00\",\n",
      "    \"2013-02-23 00:00:00\",\n",
      "    \"2013-02-24 00:00:00\",\n",
      "    \"2013-02-25 00:00:00\",\n",
      "    \"2013-02-26 00:00:00\",\n",
      "    \"2013-02-27 00:00:00\",\n",
      "    \"2013-02-28 00:00:00\",\n",
      "    \"2013-03-01 00:00:00\",\n",
      "    \"2013-03-02 00:00:00\",\n",
      "    \"2013-03-03 00:00:00\",\n",
      "    \"2013-03-04 00:00:00\",\n",
      "    \"2013-03-05 00:00:00\",\n",
      "    \"2013-03-06 00:00:00\",\n",
      "    \"2013-03-07 00:00:00\",\n",
      "    \"2013-03-08 00:00:00\",\n",
      "    \"2013-03-09 00:00:00\",\n",
      "    \"2013-03-10 00:00:00\",\n",
      "    \"2013-03-11 00:00:00\",\n",
      "    \"2013-03-12 00:00:00\",\n",
      "    \"2013-03-13 00:00:00\",\n",
      "    \"2013-03-14 00:00:00\",\n",
      "    \"2013-03-15 00:00:00\",\n",
      "    \"2013-03-16 00:00:00\",\n",
      "    \"2013-03-17 00:00:00\",\n",
      "    \"2013-03-18 00:00:00\",\n",
      "    \"2013-03-19 00:00:00\",\n",
      "    \"2013-03-20 00:00:00\",\n",
      "    \"2013-03-21 00:00:00\",\n",
      "    \"2013-03-22 00:00:00\",\n",
      "    \"2013-03-23 00:00:00\",\n",
      "    \"2013-03-24 00:00:00\",\n",
      "    \"2013-03-25 00:00:00\",\n",
      "    \"2013-03-26 00:00:00\",\n",
      "    \"2013-03-27 00:00:00\",\n",
      "    \"2013-03-28 00:00:00\",\n",
      "    \"2013-03-29 00:00:00\",\n",
      "    \"2013-03-30 00:00:00\",\n",
      "    \"2013-03-31 00:00:00\",\n",
      "    \"2013-04-01 00:00:00\",\n",
      "    \"2013-04-02 00:00:00\",\n",
      "    \"2013-04-03 00:00:00\",\n",
      "    \"2013-04-04 00:00:00\",\n",
      "    \"2013-04-05 00:00:00\",\n",
      "    \"2013-04-06 00:00:00\",\n",
      "    \"2013-04-07 00:00:00\",\n",
      "    \"2013-04-08 00:00:00\",\n",
      "    \"2013-04-09 00:00:00\",\n",
      "    \"2013-04-10 00:00:00\",\n",
      "    \"2013-04-11 00:00:00\",\n",
      "    \"2013-04-12 00:00:00\",\n",
      "    \"2013-04-13 00:00:00\",\n",
      "    \"2013-04-14 00:00:00\",\n",
      "    \"2013-04-15 00:00:00\",\n",
      "    \"2013-04-16 00:00:00\",\n",
      "    \"2013-04-17 00:00:00\",\n",
      "    \"2013-04-18 00:00:00\",\n",
      "    \"2013-04-19 00:00:00\",\n",
      "    \"2013-04-20 00:00:00\",\n",
      "    \"2013-04-21 00:00:00\",\n",
      "    \"2013-04-22 00:00:00\",\n",
      "    \"2013-04-23 00:00:00\",\n",
      "    \"2013-04-24 00:00:00\",\n",
      "    \"2013-04-25 00:00:00\",\n",
      "    \"2013-04-26 00:00:00\",\n",
      "    \"2013-04-27 00:00:00\",\n",
      "    \"2013-04-28 00:00:00\",\n",
      "    \"2013-04-29 00:00:00\",\n",
      "    \"2013-04-30 00:00:00\",\n",
      "    \"2013-05-01 00:00:00\",\n",
      "    \"2013-05-02 00:00:00\",\n",
      "    \"2013-05-03 00:00:00\",\n",
      "    \"2013-05-04 00:00:00\",\n",
      "    \"2013-05-05 00:00:00\",\n",
      "    \"2013-05-06 00:00:00\",\n",
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      "    \"2014-06-29 00:00:00\",\n",
      "    \"2014-06-30 00:00:00\",\n",
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      "    \"2014-07-04 00:00:00\",\n",
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      "    \"2014-07-11 00:00:00\",\n",
      "    \"2014-07-12 00:00:00\",\n",
      "    \"2014-07-13 00:00:00\",\n",
      "    \"2014-07-14 00:00:00\",\n",
      "    \"2014-07-15 00:00:00\",\n",
      "    \"2014-07-16 00:00:00\",\n",
      "    \"2014-07-17 00:00:00\",\n",
      "    \"2014-07-18 00:00:00\",\n",
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      "    \"2014-07-24 00:00:00\",\n",
      "    \"2014-07-25 00:00:00\",\n",
      "    \"2014-07-26 00:00:00\",\n",
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      "    \"2014-07-28 00:00:00\",\n",
      "    \"2014-07-29 00:00:00\",\n",
      "    \"2014-07-30 00:00:00\",\n",
      "    \"2014-07-31 00:00:00\",\n",
      "    \"2014-08-01 00:00:00\",\n",
      "    \"2014-08-02 00:00:00\",\n",
      "    \"2014-08-03 00:00:00\",\n",
      "    \"2014-08-04 00:00:00\",\n",
      "    \"2014-08-05 00:00:00\",\n",
      "    \"2014-08-06 00:00:00\",\n",
      "    \"2014-08-07 00:00:00\",\n",
      "    \"2014-08-08 00:00:00\",\n",
      "    \"2014-08-09 00:00:00\",\n",
      "    \"2014-08-10 00:00:00\",\n",
      "    \"2014-08-11 00:00:00\",\n",
      "    \"2014-08-12 00:00:00\",\n",
      "    \"2014-08-13 00:00:00\",\n",
      "    \"2014-08-14 00:00:00\",\n",
      "    \"2014-08-15 00:00:00\",\n",
      "    \"2014-08-16 00:00:00\",\n",
      "    \"2014-08-17 00:00:00\",\n",
      "    \"2014-08-18 00:00:00\",\n",
      "    \"2014-08-19 00:00:00\",\n",
      "    \"2014-08-20 00:00:00\",\n",
      "    \"2014-08-21 00:00:00\",\n",
      "    \"2014-08-22 00:00:00\",\n",
      "    \"2014-08-23 00:00:00\",\n",
      "    \"2014-08-24 00:00:00\",\n",
      "    \"2014-08-25 00:00:00\",\n",
      "    \"2014-08-26 00:00:00\",\n",
      "    \"2014-08-27 00:00:00\",\n",
      "    \"2014-08-28 00:00:00\",\n",
      "    \"2014-08-29 00:00:00\",\n",
      "    \"2014-08-30 00:00:00\",\n",
      "    \"2014-08-31 00:00:00\",\n",
      "    \"2014-09-01 00:00:00\",\n",
      "    \"2014-09-02 00:00:00\",\n",
      "    \"2014-09-03 00:00:00\",\n",
      "    \"2014-09-04 00:00:00\",\n",
      "    \"2014-09-05 00:00:00\",\n",
      "    \"2014-09-06 00:00:00\",\n",
      "    \"2014-09-07 00:00:00\",\n",
      "    \"2014-09-08 00:00:00\",\n",
      "    \"2014-09-09 00:00:00\",\n",
      "    \"2014-09-10 00:00:00\",\n",
      "    \"2014-09-11 00:00:00\",\n",
      "    \"2014-09-12 00:00:00\",\n",
      "    \"2014-09-13 00:00:00\",\n",
      "    \"2014-09-14 00:00:00\",\n",
      "    \"2014-09-15 00:00:00\",\n",
      "    \"2014-09-16 00:00:00\",\n",
      "    \"2014-09-17 00:00:00\",\n",
      "    \"2014-09-18 00:00:00\",\n",
      "    \"2014-09-19 00:00:00\",\n",
      "    \"2014-09-20 00:00:00\",\n",
      "    \"2014-09-21 00:00:00\",\n",
      "    \"2014-09-22 00:00:00\",\n",
      "    \"2014-09-23 00:00:00\",\n",
      "    \"2014-09-24 00:00:00\",\n",
      "    \"2014-09-25 00:00:00\",\n",
      "    \"2014-09-26 00:00:00\",\n",
      "    \"2014-09-27 00:00:00\",\n",
      "    \"2014-09-28 00:00:00\",\n",
      "    \"2014-09-29 00:00:00\",\n",
      "    \"2014-09-30 00:00:00\",\n",
      "    \"2014-10-01 00:00:00\",\n",
      "    \"2014-10-02 00:00:00\",\n",
      "    \"2014-10-03 00:00:00\",\n",
      "    \"2014-10-04 00:00:00\",\n",
      "    \"2014-10-05 00:00:00\",\n",
      "    \"2014-10-06 00:00:00\",\n",
      "    \"2014-10-07 00:00:00\",\n",
      "    \"2014-10-08 00:00:00\",\n",
      "    \"2014-10-09 00:00:00\",\n",
      "    \"2014-10-10 00:00:00\",\n",
      "    \"2014-10-11 00:00:00\",\n",
      "    \"2014-10-12 00:00:00\",\n",
      "    \"2014-10-13 00:00:00\",\n",
      "    \"2014-10-14 00:00:00\",\n",
      "    \"2014-10-15 00:00:00\",\n",
      "    \"2014-10-16 00:00:00\",\n",
      "    \"2014-10-17 00:00:00\",\n",
      "    \"2014-10-18 00:00:00\",\n",
      "    \"2014-10-19 00:00:00\",\n",
      "    \"2014-10-20 00:00:00\",\n",
      "    \"2014-10-21 00:00:00\",\n",
      "    \"2014-10-22 00:00:00\",\n",
      "    \"2014-10-23 00:00:00\",\n",
      "    \"2014-10-24 00:00:00\",\n",
      "    \"2014-10-25 00:00:00\",\n",
      "    \"2014-10-26 00:00:00\",\n",
      "    \"2014-10-27 00:00:00\",\n",
      "    \"2014-10-28 00:00:00\",\n",
      "    \"2014-10-29 00:00:00\",\n",
      "    \"2014-10-30 00:00:00\",\n",
      "    \"2014-10-31 00:00:00\",\n",
      "    \"2014-11-01 00:00:00\",\n",
      "    \"2014-11-02 00:00:00\",\n",
      "    \"2014-11-03 00:00:00\",\n",
      "    \"2014-11-04 00:00:00\",\n",
      "    \"2014-11-05 00:00:00\",\n",
      "    \"2014-11-06 00:00:00\",\n",
      "    \"2014-11-07 00:00:00\",\n",
      "    \"2014-11-08 00:00:00\",\n",
      "    \"2014-11-09 00:00:00\",\n",
      "    \"2014-11-10 00:00:00\",\n",
      "    \"2014-11-11 00:00:00\",\n",
      "    \"2014-11-12 00:00:00\",\n",
      "    \"2014-11-13 00:00:00\",\n",
      "    \"2014-11-14 00:00:00\",\n",
      "    \"2014-11-15 00:00:00\",\n",
      "    \"2014-11-16 00:00:00\",\n",
      "    \"2014-11-17 00:00:00\",\n",
      "    \"2014-11-18 00:00:00\",\n",
      "    \"2014-11-19 00:00:00\",\n",
      "    \"2014-11-20 00:00:00\",\n",
      "    \"2014-11-21 00:00:00\",\n",
      "    \"2014-11-22 00:00:00\",\n",
      "    \"2014-11-23 00:00:00\",\n",
      "    \"2014-11-24 00:00:00\",\n",
      "    \"2014-11-25 00:00:00\",\n",
      "    \"2014-11-26 00:00:00\",\n",
      "    \"2014-11-27 00:00:00\",\n",
      "    \"2014-11-28 00:00:00\",\n",
      "    \"2014-11-29 00:00:00\",\n",
      "    \"2014-11-30 00:00:00\",\n",
      "    \"2014-12-01 00:00:00\",\n",
      "    \"2014-12-02 00:00:00\",\n",
      "    \"2014-12-03 00:00:00\",\n",
      "    \"2014-12-04 00:00:00\",\n",
      "    \"2014-12-05 00:00:00\",\n",
      "    \"2014-12-06 00:00:00\",\n",
      "    \"2014-12-07 00:00:00\",\n",
      "    \"2014-12-08 00:00:00\",\n",
      "    \"2014-12-09 00:00:00\",\n",
      "    \"2014-12-10 00:00:00\",\n",
      "    \"2014-12-11 00:00:00\",\n",
      "    \"2014-12-12 00:00:00\",\n",
      "    \"2014-12-13 00:00:00\",\n",
      "    \"2014-12-14 00:00:00\",\n",
      "    \"2014-12-15 00:00:00\",\n",
      "    \"2014-12-16 00:00:00\",\n",
      "    \"2014-12-17 00:00:00\",\n",
      "    \"2014-12-18 00:00:00\",\n",
      "    \"2014-12-19 00:00:00\",\n",
      "    \"2014-12-20 00:00:00\",\n",
      "    \"2014-12-21 00:00:00\",\n",
      "    \"2014-12-22 00:00:00\",\n",
      "    \"2014-12-23 00:00:00\",\n",
      "    \"2014-12-24 00:00:00\",\n",
      "    \"2014-12-25 00:00:00\",\n",
      "    \"2014-12-26 00:00:00\",\n",
      "    \"2014-12-27 00:00:00\",\n",
      "    \"2014-12-28 00:00:00\",\n",
      "    \"2014-12-29 00:00:00\",\n",
      "    \"2014-12-30 00:00:00\",\n",
      "    \"2014-12-31 00:00:00\",\n",
      "    \"2015-01-01 00:00:00\",\n",
      "    \"2015-01-02 00:00:00\",\n",
      "    \"2015-01-03 00:00:00\",\n",
      "    \"2015-01-04 00:00:00\",\n",
      "    \"2015-01-05 00:00:00\",\n",
      "    \"2015-01-06 00:00:00\",\n",
      "    \"2015-01-07 00:00:00\",\n",
      "    \"2015-01-08 00:00:00\",\n",
      "    \"2015-01-09 00:00:00\",\n",
      "    \"2015-01-10 00:00:00\",\n",
      "    \"2015-01-11 00:00:00\",\n",
      "    \"2015-01-12 00:00:00\",\n",
      "    \"2015-01-13 00:00:00\",\n",
      "    \"2015-01-14 00:00:00\",\n",
      "    \"2015-01-15 00:00:00\",\n",
      "    \"2015-01-16 00:00:00\",\n",
      "    \"2015-01-17 00:00:00\",\n",
      "    \"2015-01-18 00:00:00\",\n",
      "    \"2015-01-19 00:00:00\",\n",
      "    \"2015-01-20 00:00:00\",\n",
      "    \"2015-01-21 00:00:00\",\n",
      "    \"2015-01-22 00:00:00\",\n",
      "    \"2015-01-23 00:00:00\",\n",
      "    \"2015-01-24 00:00:00\",\n",
      "    \"2015-01-25 00:00:00\",\n",
      "    \"2015-01-26 00:00:00\",\n",
      "    \"2015-01-27 00:00:00\",\n",
      "    \"2015-01-28 00:00:00\",\n",
      "    \"2015-01-29 00:00:00\",\n",
      "    \"2015-01-30 00:00:00\",\n",
      "    \"2015-01-31 00:00:00\",\n",
      "    \"2015-02-01 00:00:00\",\n",
      "    \"2015-02-02 00:00:00\",\n",
      "    \"2015-02-03 00:00:00\",\n",
      "    \"2015-02-04 00:00:00\",\n",
      "    \"2015-02-05 00:00:00\",\n",
      "    \"2015-02-06 00:00:00\",\n",
      "    \"2015-02-07 00:00:00\",\n",
      "    \"2015-02-08 00:00:00\",\n",
      "    \"2015-02-09 00:00:00\",\n",
      "    \"2015-02-10 00:00:00\",\n",
      "    \"2015-02-11 00:00:00\",\n",
      "    \"2015-02-12 00:00:00\",\n",
      "    \"2015-02-13 00:00:00\",\n",
      "    \"2015-02-14 00:00:00\",\n",
      "    \"2015-02-15 00:00:00\",\n",
      "    \"2015-02-16 00:00:00\",\n",
      "    \"2015-02-17 00:00:00\",\n",
      "    \"2015-02-18 00:00:00\",\n",
      "    \"2015-02-19 00:00:00\",\n",
      "    \"2015-02-20 00:00:00\",\n",
      "    \"2015-02-21 00:00:00\",\n",
      "    \"2015-02-22 00:00:00\",\n",
      "    \"2015-02-23 00:00:00\",\n",
      "    \"2015-02-24 00:00:00\",\n",
      "    \"2015-02-25 00:00:00\",\n",
      "    \"2015-02-26 00:00:00\",\n",
      "    \"2015-02-27 00:00:00\",\n",
      "    \"2015-02-28 00:00:00\",\n",
      "    \"2015-03-01 00:00:00\",\n",
      "    \"2015-03-02 00:00:00\",\n",
      "    \"2015-03-03 00:00:00\",\n",
      "    \"2015-03-04 00:00:00\",\n",
      "    \"2015-03-05 00:00:00\",\n",
      "    \"2015-03-06 00:00:00\",\n",
      "    \"2015-03-07 00:00:00\",\n",
      "    \"2015-03-08 00:00:00\",\n",
      "    \"2015-03-09 00:00:00\",\n",
      "    \"2015-03-10 00:00:00\",\n",
      "    \"2015-03-11 00:00:00\",\n",
      "    \"2015-03-12 00:00:00\",\n",
      "    \"2015-03-13 00:00:00\",\n",
      "    \"2015-03-14 00:00:00\",\n",
      "    \"2015-03-15 00:00:00\",\n",
      "    \"2015-03-16 00:00:00\",\n",
      "    \"2015-03-17 00:00:00\",\n",
      "    \"2015-03-18 00:00:00\",\n",
      "    \"2015-03-19 00:00:00\",\n",
      "    \"2015-03-20 00:00:00\",\n",
      "    \"2015-03-21 00:00:00\",\n",
      "    \"2015-03-22 00:00:00\",\n",
      "    \"2015-03-23 00:00:00\",\n",
      "    \"2015-03-24 00:00:00\",\n",
      "    \"2015-03-25 00:00:00\",\n",
      "    \"2015-03-26 00:00:00\",\n",
      "    \"2015-03-27 00:00:00\",\n",
      "    \"2015-03-28 00:00:00\",\n",
      "    \"2015-03-29 00:00:00\",\n",
      "    \"2015-03-30 00:00:00\",\n",
      "    \"2015-03-31 00:00:00\",\n",
      "    \"2015-04-01 00:00:00\",\n",
      "    \"2015-04-02 00:00:00\",\n",
      "    \"2015-04-03 00:00:00\",\n",
      "    \"2015-04-04 00:00:00\",\n",
      "    \"2015-04-05 00:00:00\",\n",
      "    \"2015-04-06 00:00:00\",\n",
      "    \"2015-04-07 00:00:00\",\n",
      "    \"2015-04-08 00:00:00\",\n",
      "    \"2015-04-09 00:00:00\",\n",
      "    \"2015-04-10 00:00:00\",\n",
      "    \"2015-04-11 00:00:00\",\n",
      "    \"2015-04-12 00:00:00\",\n",
      "    \"2015-04-13 00:00:00\",\n",
      "    \"2015-04-14 00:00:00\",\n",
      "    \"2015-04-15 00:00:00\",\n",
      "    \"2015-04-16 00:00:00\",\n",
      "    \"2015-04-17 00:00:00\",\n",
      "    \"2015-04-18 00:00:00\",\n",
      "    \"2015-04-19 00:00:00\",\n",
      "    \"2015-04-20 00:00:00\",\n",
      "    \"2015-04-21 00:00:00\",\n",
      "    \"2015-04-22 00:00:00\",\n",
      "    \"2015-04-23 00:00:00\",\n",
      "    \"2015-04-24 00:00:00\",\n",
      "    \"2015-04-25 00:00:00\",\n",
      "    \"2015-04-26 00:00:00\",\n",
      "    \"2015-04-27 00:00:00\",\n",
      "    \"2015-04-28 00:00:00\",\n",
      "    \"2015-04-29 00:00:00\",\n",
      "    \"2015-04-30 00:00:00\",\n",
      "    \"2015-05-01 00:00:00\",\n",
      "    \"2015-05-02 00:00:00\",\n",
      "    \"2015-05-03 00:00:00\",\n",
      "    \"2015-05-04 00:00:00\",\n",
      "    \"2015-05-05 00:00:00\",\n",
      "    \"2015-05-06 00:00:00\",\n",
      "    \"2015-05-07 00:00:00\",\n",
      "    \"2015-05-08 00:00:00\",\n",
      "    \"2015-05-09 00:00:00\",\n",
      "    \"2015-05-10 00:00:00\",\n",
      "    \"2015-05-11 00:00:00\",\n",
      "    \"2015-05-12 00:00:00\",\n",
      "    \"2015-05-13 00:00:00\",\n",
      "    \"2015-05-14 00:00:00\",\n",
      "    \"2015-05-15 00:00:00\",\n",
      "    \"2015-05-16 00:00:00\",\n",
      "    \"2015-05-17 00:00:00\",\n",
      "    \"2015-05-18 00:00:00\",\n",
      "    \"2015-05-19 00:00:00\",\n",
      "    \"2015-05-20 00:00:00\",\n",
      "    \"2015-05-21 00:00:00\",\n",
      "    \"2015-05-22 00:00:00\",\n",
      "    \"2015-05-23 00:00:00\",\n",
      "    \"2015-05-24 00:00:00\",\n",
      "    \"2015-05-25 00:00:00\",\n",
      "    \"2015-05-26 00:00:00\",\n",
      "    \"2015-05-27 00:00:00\",\n",
      "    \"2015-05-28 00:00:00\",\n",
      "    \"2015-05-29 00:00:00\",\n",
      "    \"2015-05-30 00:00:00\",\n",
      "    \"2015-05-31 00:00:00\",\n",
      "    \"2015-06-01 00:00:00\",\n",
      "    \"2015-06-02 00:00:00\",\n",
      "    \"2015-06-03 00:00:00\",\n",
      "    \"2015-06-04 00:00:00\",\n",
      "    \"2015-06-05 00:00:00\",\n",
      "    \"2015-06-06 00:00:00\",\n",
      "    \"2015-06-07 00:00:00\",\n",
      "    \"2015-06-08 00:00:00\",\n",
      "    \"2015-06-09 00:00:00\",\n",
      "    \"2015-06-10 00:00:00\",\n",
      "    \"2015-06-11 00:00:00\",\n",
      "    \"2015-06-12 00:00:00\",\n",
      "    \"2015-06-13 00:00:00\",\n",
      "    \"2015-06-14 00:00:00\",\n",
      "    \"2015-06-15 00:00:00\",\n",
      "    \"2015-06-16 00:00:00\",\n",
      "    \"2015-06-17 00:00:00\",\n",
      "    \"2015-06-18 00:00:00\",\n",
      "    \"2015-06-19 00:00:00\",\n",
      "    \"2015-06-20 00:00:00\",\n",
      "    \"2015-06-21 00:00:00\",\n",
      "    \"2015-06-22 00:00:00\",\n",
      "    \"2015-06-23 00:00:00\",\n",
      "    \"2015-06-24 00:00:00\",\n",
      "    \"2015-06-25 00:00:00\",\n",
      "    \"2015-06-26 00:00:00\",\n",
      "    \"2015-06-27 00:00:00\",\n",
      "    \"2015-06-28 00:00:00\",\n",
      "    \"2015-06-29 00:00:00\",\n",
      "    \"2015-06-30 00:00:00\",\n",
      "    \"2015-07-01 00:00:00\",\n",
      "    \"2015-07-02 00:00:00\",\n",
      "    \"2015-07-03 00:00:00\",\n",
      "    \"2015-07-04 00:00:00\",\n",
      "    \"2015-07-05 00:00:00\",\n",
      "    \"2015-07-06 00:00:00\",\n",
      "    \"2015-07-07 00:00:00\",\n",
      "    \"2015-07-08 00:00:00\",\n",
      "    \"2015-07-09 00:00:00\",\n",
      "    \"2015-07-10 00:00:00\",\n",
      "    \"2015-07-11 00:00:00\",\n",
      "    \"2015-07-12 00:00:00\",\n",
      "    \"2015-07-13 00:00:00\",\n",
      "    \"2015-07-14 00:00:00\",\n",
      "    \"2015-07-15 00:00:00\",\n",
      "    \"2015-07-16 00:00:00\",\n",
      "    \"2015-07-17 00:00:00\",\n",
      "    \"2015-07-18 00:00:00\",\n",
      "    \"2015-07-19 00:00:00\",\n",
      "    \"2015-07-20 00:00:00\",\n",
      "    \"2015-07-21 00:00:00\",\n",
      "    \"2015-07-22 00:00:00\",\n",
      "    \"2015-07-23 00:00:00\",\n",
      "    \"2015-07-24 00:00:00\",\n",
      "    \"2015-07-25 00:00:00\",\n",
      "    \"2015-07-26 00:00:00\",\n",
      "    \"2015-07-27 00:00:00\",\n",
      "    \"2015-07-28 00:00:00\",\n",
      "    \"2015-07-29 00:00:00\",\n",
      "    \"2015-07-30 00:00:00\",\n",
      "    \"2015-07-31 00:00:00\",\n",
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      "    \"2015-10-25 00:00:00\",\n",
      "    \"2015-10-26 00:00:00\",\n",
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      "    \"2015-10-28 00:00:00\",\n",
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      "    \"2015-10-30 00:00:00\",\n",
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      "    \"2015-11-02 00:00:00\",\n",
      "    \"2015-11-03 00:00:00\",\n",
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      "    \"2015-11-07 00:00:00\",\n",
      "    \"2015-11-08 00:00:00\",\n",
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      "    \"2015-11-18 00:00:00\",\n",
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      "    \"2015-11-22 00:00:00\",\n",
      "    \"2015-11-23 00:00:00\",\n",
      "    \"2015-11-24 00:00:00\",\n",
      "    \"2015-11-25 00:00:00\",\n",
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      "    \"2015-11-27 00:00:00\",\n",
      "    \"2015-11-28 00:00:00\",\n",
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      "    \"2016-02-21 00:00:00\",\n",
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      "    \"2016-02-24 00:00:00\",\n",
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      "    \"2016-03-01 00:00:00\",\n",
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      "    \"2016-03-05 00:00:00\",\n",
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      "    \"2016-03-22 00:00:00\",\n",
      "    \"2016-03-23 00:00:00\",\n",
      "    \"2016-03-24 00:00:00\",\n",
      "    \"2016-03-25 00:00:00\",\n",
      "    \"2016-03-26 00:00:00\",\n",
      "    \"2016-03-27 00:00:00\",\n",
      "    \"2016-03-28 00:00:00\",\n",
      "    \"2016-03-29 00:00:00\",\n",
      "    \"2016-03-30 00:00:00\",\n",
      "    \"2016-03-31 00:00:00\",\n",
      "    \"2016-04-01 00:00:00\",\n",
      "    \"2016-04-02 00:00:00\",\n",
      "    \"2016-04-03 00:00:00\",\n",
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      "    \"2016-04-05 00:00:00\",\n",
      "    \"2016-04-06 00:00:00\",\n",
      "    \"2016-04-07 00:00:00\",\n",
      "    \"2016-04-08 00:00:00\",\n",
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      "    \"2016-04-10 00:00:00\",\n",
      "    \"2016-04-11 00:00:00\",\n",
      "    \"2016-04-12 00:00:00\",\n",
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      "    \"2016-04-15 00:00:00\",\n",
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      "    \"2016-04-17 00:00:00\",\n",
      "    \"2016-04-18 00:00:00\",\n",
      "    \"2016-04-19 00:00:00\",\n",
      "    \"2016-04-20 00:00:00\",\n",
      "    \"2016-04-21 00:00:00\",\n",
      "    \"2016-04-22 00:00:00\",\n",
      "    \"2016-04-23 00:00:00\",\n",
      "    \"2016-04-24 00:00:00\",\n",
      "    \"2016-04-25 00:00:00\",\n",
      "    \"2016-04-26 00:00:00\",\n",
      "    \"2016-04-27 00:00:00\",\n",
      "    \"2016-04-28 00:00:00\",\n",
      "    \"2016-04-29 00:00:00\",\n",
      "    \"2016-04-30 00:00:00\",\n",
      "    \"2016-05-01 00:00:00\",\n",
      "    \"2016-05-02 00:00:00\",\n",
      "    \"2016-05-03 00:00:00\",\n",
      "    \"2016-05-04 00:00:00\",\n",
      "    \"2016-05-05 00:00:00\",\n",
      "    \"2016-05-06 00:00:00\",\n",
      "    \"2016-05-07 00:00:00\",\n",
      "    \"2016-05-08 00:00:00\",\n",
      "    \"2016-05-09 00:00:00\",\n",
      "    \"2016-05-10 00:00:00\",\n",
      "    \"2016-05-11 00:00:00\",\n",
      "    \"2016-05-12 00:00:00\",\n",
      "    \"2016-05-13 00:00:00\",\n",
      "    \"2016-05-14 00:00:00\",\n",
      "    \"2016-05-15 00:00:00\",\n",
      "    \"2016-05-16 00:00:00\",\n",
      "    \"2016-05-17 00:00:00\",\n",
      "    \"2016-05-18 00:00:00\",\n",
      "    \"2016-05-19 00:00:00\",\n",
      "    \"2016-05-20 00:00:00\",\n",
      "    \"2016-05-21 00:00:00\",\n",
      "    \"2016-05-22 00:00:00\",\n",
      "    \"2016-05-23 00:00:00\",\n",
      "    \"2016-05-24 00:00:00\",\n",
      "    \"2016-05-25 00:00:00\",\n",
      "    \"2016-05-26 00:00:00\",\n",
      "    \"2016-05-27 00:00:00\",\n",
      "    \"2016-05-28 00:00:00\",\n",
      "    \"2016-05-29 00:00:00\",\n",
      "    \"2016-05-30 00:00:00\",\n",
      "    \"2016-05-31 00:00:00\",\n",
      "    \"2016-06-01 00:00:00\",\n",
      "    \"2016-06-02 00:00:00\",\n",
      "    \"2016-06-03 00:00:00\",\n",
      "    \"2016-06-04 00:00:00\",\n",
      "    \"2016-06-05 00:00:00\",\n",
      "    \"2016-06-06 00:00:00\",\n",
      "    \"2016-06-07 00:00:00\",\n",
      "    \"2016-06-08 00:00:00\",\n",
      "    \"2016-06-09 00:00:00\",\n",
      "    \"2016-06-10 00:00:00\",\n",
      "    \"2016-06-11 00:00:00\",\n",
      "    \"2016-06-12 00:00:00\",\n",
      "    \"2016-06-13 00:00:00\",\n",
      "    \"2016-06-14 00:00:00\",\n",
      "    \"2016-06-15 00:00:00\",\n",
      "    \"2016-06-16 00:00:00\",\n",
      "    \"2016-06-17 00:00:00\",\n",
      "    \"2016-06-18 00:00:00\",\n",
      "    \"2016-06-19 00:00:00\",\n",
      "    \"2016-06-20 00:00:00\",\n",
      "    \"2016-06-21 00:00:00\",\n",
      "    \"2016-06-22 00:00:00\",\n",
      "    \"2016-06-23 00:00:00\",\n",
      "    \"2016-06-24 00:00:00\",\n",
      "    \"2016-06-25 00:00:00\",\n",
      "    \"2016-06-26 00:00:00\",\n",
      "    \"2016-06-27 00:00:00\",\n",
      "    \"2016-06-28 00:00:00\",\n",
      "    \"2016-06-29 00:00:00\",\n",
      "    \"2016-06-30 00:00:00\",\n",
      "    \"2016-07-01 00:00:00\",\n",
      "    \"2016-07-02 00:00:00\",\n",
      "    \"2016-07-03 00:00:00\",\n",
      "    \"2016-07-04 00:00:00\",\n",
      "    \"2016-07-05 00:00:00\",\n",
      "    \"2016-07-06 00:00:00\",\n",
      "    \"2016-07-07 00:00:00\",\n",
      "    \"2016-07-08 00:00:00\",\n",
      "    \"2016-07-09 00:00:00\",\n",
      "    \"2016-07-10 00:00:00\",\n",
      "    \"2016-07-11 00:00:00\",\n",
      "    \"2016-07-12 00:00:00\",\n",
      "    \"2016-07-13 00:00:00\",\n",
      "    \"2016-07-14 00:00:00\",\n",
      "    \"2016-07-15 00:00:00\",\n",
      "    \"2016-07-16 00:00:00\",\n",
      "    \"2016-07-17 00:00:00\",\n",
      "    \"2016-07-18 00:00:00\",\n",
      "    \"2016-07-19 00:00:00\",\n",
      "    \"2016-07-20 00:00:00\",\n",
      "    \"2016-07-21 00:00:00\",\n",
      "    \"2016-07-22 00:00:00\",\n",
      "    \"2016-07-23 00:00:00\",\n",
      "    \"2016-07-24 00:00:00\",\n",
      "    \"2016-07-25 00:00:00\",\n",
      "    \"2016-07-26 00:00:00\",\n",
      "    \"2016-07-27 00:00:00\",\n",
      "    \"2016-07-28 00:00:00\",\n",
      "    \"2016-07-29 00:00:00\",\n",
      "    \"2016-07-30 00:00:00\",\n",
      "    \"2016-07-31 00:00:00\",\n",
      "    \"2016-08-01 00:00:00\",\n",
      "    \"2016-08-02 00:00:00\",\n",
      "    \"2016-08-03 00:00:00\",\n",
      "    \"2016-08-04 00:00:00\",\n",
      "    \"2016-08-05 00:00:00\",\n",
      "    \"2016-08-06 00:00:00\",\n",
      "    \"2016-08-07 00:00:00\",\n",
      "    \"2016-08-08 00:00:00\",\n",
      "    \"2016-08-09 00:00:00\",\n",
      "    \"2016-08-10 00:00:00\",\n",
      "    \"2016-08-11 00:00:00\",\n",
      "    \"2016-08-12 00:00:00\",\n",
      "    \"2016-08-13 00:00:00\",\n",
      "    \"2016-08-14 00:00:00\",\n",
      "    \"2016-08-15 00:00:00\",\n",
      "    \"2016-08-16 00:00:00\",\n",
      "    \"2016-08-17 00:00:00\",\n",
      "    \"2016-08-18 00:00:00\",\n",
      "    \"2016-08-19 00:00:00\",\n",
      "    \"2016-08-20 00:00:00\",\n",
      "    \"2016-08-21 00:00:00\",\n",
      "    \"2016-08-22 00:00:00\",\n",
      "    \"2016-08-23 00:00:00\",\n",
      "    \"2016-08-24 00:00:00\",\n",
      "    \"2016-08-25 00:00:00\",\n",
      "    \"2016-08-26 00:00:00\",\n",
      "    \"2016-08-27 00:00:00\",\n",
      "    \"2016-08-28 00:00:00\",\n",
      "    \"2016-08-29 00:00:00\",\n",
      "    \"2016-08-30 00:00:00\",\n",
      "    \"2016-08-31 00:00:00\",\n",
      "    \"2016-09-01 00:00:00\",\n",
      "    \"2016-09-02 00:00:00\",\n",
      "    \"2016-09-03 00:00:00\",\n",
      "    \"2016-09-04 00:00:00\",\n",
      "    \"2016-09-05 00:00:00\",\n",
      "    \"2016-09-06 00:00:00\",\n",
      "    \"2016-09-07 00:00:00\",\n",
      "    \"2016-09-08 00:00:00\",\n",
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      "    \"2017-09-15 00:00:00\",\n",
      "    \"2017-09-16 00:00:00\",\n",
      "    \"2017-09-17 00:00:00\",\n",
      "    \"2017-09-18 00:00:00\",\n",
      "    \"2017-09-19 00:00:00\",\n",
      "    \"2017-09-20 00:00:00\",\n",
      "    \"2017-09-21 00:00:00\",\n",
      "    \"2017-09-22 00:00:00\",\n",
      "    \"2017-09-23 00:00:00\",\n",
      "    \"2017-09-24 00:00:00\",\n",
      "    \"2017-09-25 00:00:00\",\n",
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      "    \"2017-09-28 00:00:00\",\n",
      "    \"2017-09-29 00:00:00\",\n",
      "    \"2017-09-30 00:00:00\",\n",
      "    \"2017-10-01 00:00:00\",\n",
      "    \"2017-10-02 00:00:00\",\n",
      "    \"2017-10-03 00:00:00\",\n",
      "    \"2017-10-04 00:00:00\",\n",
      "    \"2017-10-05 00:00:00\",\n",
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      "    \"2017-10-08 00:00:00\",\n",
      "    \"2017-10-09 00:00:00\",\n",
      "    \"2017-10-10 00:00:00\",\n",
      "    \"2017-10-11 00:00:00\",\n",
      "    \"2017-10-12 00:00:00\",\n",
      "    \"2017-10-13 00:00:00\",\n",
      "    \"2017-10-14 00:00:00\",\n",
      "    \"2017-10-15 00:00:00\",\n",
      "    \"2017-10-16 00:00:00\",\n",
      "    \"2017-10-17 00:00:00\",\n",
      "    \"2017-10-18 00:00:00\",\n",
      "    \"2017-10-19 00:00:00\"\n",
      "  ]\n",
      "}\n"
     ]
    }
   ],
   "source": [
    "data = {\n",
    "    'labels': dates,\n",
    "    'datasets': all_data\n",
    "}\n",
    "print(json.dumps(data, indent=2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [],
   "source": [
    "git i"
   ]
  }
 ],
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