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  {
   "cell_type": "markdown",
   "source": [
    "# Demo 7 (PE): Analyzing Keypoint Movement and Kinematics in Pose Estimation Data\n",
    "\n",
    "*Written and last updated September 18, 2025 by Sedona Ewbank, snewbank@stanford.edu*\n",
    "\n",
    "The purpose of this demo is to demonstrate how to measure and plot keypoint travel and ego-centered kinematics in pose estimation data types typically associated with animal experiments (DLC, SLEAP) in MARIPoSA."
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "f810b17d2a34588f"
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "data": {
      "text/plain": "<module 'utils.simulate' from '/Users/snewbank/PycharmProjects/MARIPoSA/utils/simulate.py'>"
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import importlib\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.animation import FuncAnimation, FFMpegWriter\n",
    "from IPython.display import HTML\n",
    "\n",
    "#This block only important for running as script\n",
    "#script_dir = os.path.dirname(os.path.abspath(__file__))\n",
    "mariposa_dir = \"/Users/snewbank/PycharmProjects/MARIPoSA\"\n",
    "utils_dir = os.path.join(mariposa_dir, 'utils')\n",
    "sys.path.append(utils_dir)\n",
    "sys.path.append(mariposa_dir)\n",
    "\n",
    "#import utils\n",
    "from utils import metadata, analyze, plot, simulate\n",
    "\n",
    "importlib.reload(metadata)\n",
    "importlib.reload(analyze)\n",
    "importlib.reload(plot)\n",
    "importlib.reload(simulate)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-19T00:04:52.154782Z",
     "start_time": "2025-09-19T00:04:52.114525Z"
    }
   },
   "id": "9363403ac724e37b",
   "execution_count": 18
  },
  {
   "cell_type": "code",
   "outputs": [],
   "source": [
    "demo_dir=\"/Users/snewbank/Behavior/MARIPoSA_demo_data/\"\n",
    "config=metadata.load_project(demo_dir+\"250910_test_PE/config_PE.yaml\")\n",
    "save=True\n",
    "save_path = demo_dir+\"demo_figures/\"\n",
    "if not os.path.exists(save_path):\n",
    "    os.makedirs(save_path)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:56:19.237517Z",
     "start_time": "2025-09-18T23:56:19.190473Z"
    }
   },
   "id": "9537f03378b5f06e",
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 7.1: Measuring and plotting keypoint travel in animals\n",
    "\n",
    "The purpose of this mode of analysis is to measure how much a keypoint has travelled during a recording, with or without time binning. This could reflect locomotion (e.g., in an open field recording approach) or overall movement of a keypoint in a confined assay (e.g., a reaching task). We obtain this with analyze.get_keypoint_travel, which will return a KeypointTravel object that we can then use for further analysis. Note the threshold parameter of this function, which optionally \"cleans\" the data; it can be disabled by setting it to None."
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "2b56d8745f992095"
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function get_keypoint_travel in module utils.analyze:\n",
      "\n",
      "get_keypoint_travel(PE_config, keypoint, start, end, binsize=None, thresh=70, selected_subgroups='all', return_as_df=True)\n",
      "    Measure keypodint distance travelled across group of subjects\n",
      "    \n",
      "    :param PE_config: pose estimation config - used for FPS only\n",
      "    :param keypoint: name of keypoint\n",
      "    :param start: start time in seconds\n",
      "    :param end: end time in seconds\n",
      "    :param binsize: if binned output is desired, size of timebins (default is None for no binning)\n",
      "    :param thresh: threshold for when distance 'jump' is too large and should be excluded; default 70\n",
      "    :param selected_subgroups: subgroups to analyze as defined in config; default \"all\"\n",
      "    :param return_as_df: return as a dataframe or return as KeypointTravel class (for embedding, classification)\n",
      "    :return:\n"
     ]
    }
   ],
   "source": [
    "help(analyze.get_keypoint_travel)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:56:19.239855Z",
     "start_time": "2025-09-18T23:56:19.232958Z"
    }
   },
   "id": "4aceea91ed6f25f0",
   "execution_count": 3
  },
  {
   "cell_type": "code",
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\n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  13540.708424   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...  19658.044198   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...  22803.236161   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...  11445.512440   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...   5972.096308   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...   5305.881105   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...   1663.627196   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  18279.907887   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...   6942.028511   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...    947.428873   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...   2147.504600   \n\n                                                             3.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   2750.742715   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   3543.876735   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...   1503.847833   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   3389.185426   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   4607.947223   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   6021.514273   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   3499.214739   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   7737.247830   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   4083.950757   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   5773.045308   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...   1714.152071   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   5275.720184   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   5953.572622   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...  15577.294241   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...  11990.647150   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  13838.397015   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...  17814.095713   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...  12280.329026   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...  15631.544467   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...   9212.996149   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...   6953.295808   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...   3107.784112   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  17224.223559   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  10606.361780   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...    995.894179   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...   4129.242798   \n\n                                                             4.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   6399.252095   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   3620.211232   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...   1535.395087   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   2014.415106   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   3910.104986   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   4386.361838   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   3161.170596   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   7132.427277   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   6227.053949   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   5343.981806   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    574.814660   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   4803.188901   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   3314.193903   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...  15856.303259   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   9855.363540   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  13980.386907   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...  15492.194395   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...  11375.300372   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...  13700.836614   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...  11265.014433   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...  11953.262476   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...   4318.061746   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  23570.051169   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  13405.089466   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...    878.307377   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...   5808.968030   \n\n                                                             5.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   3460.315582   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   5351.320313   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...   1002.214252   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   2541.982760   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   3904.234479   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   4524.004535   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   5903.910838   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   5154.259105   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   8353.814333   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   3339.687841   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    541.741661   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   5795.852212   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   1333.949901   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...  10550.382890   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   7376.524999   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  12579.660954   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...  10945.722452   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   9175.033094   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...  11320.928608   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...  12343.530581   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...  15763.644870   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...   7187.792082   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  18951.071018   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  14297.165685   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...    850.194499   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...   7137.626090   \n\n                                                             6.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   1016.990993   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   6009.554638   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...   1054.906797   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   2881.827623   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   3953.831284   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   2291.139233   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   3711.337363   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   6499.133309   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   6247.864234   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   2991.561963   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    554.249522   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   5318.264303   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   3547.871827   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...   9436.532736   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   7655.121246   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  11937.358990   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   7707.970097   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   7663.504950   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...  10849.105647   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...  13109.885729   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...  17379.785409   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...   9062.464735   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  16536.410407   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  19119.371373   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...    800.261095   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  11072.575732   \n\n                                                             7.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   2570.881432   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   3952.848740   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...   1108.866013   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   2246.780758   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   4420.781394   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   1999.318602   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   2840.721863   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   4838.891810   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   4675.471830   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   4323.656226   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    614.487656   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   5055.511504   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   1639.513297   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...   5250.601216   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   7192.705189   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  10741.868081   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   6223.306978   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   6023.044032   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...   9040.392641   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...  14265.232545   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...  16629.811314   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...  10455.246228   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  14840.127977   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  18978.367552   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...   2530.965888   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...   9573.996864   \n\n                                                             8.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   5468.918087   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   5135.739960   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...    998.275640   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   3373.222174   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   2795.601820   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   4098.064644   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   4470.272583   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   4362.034290   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   1606.425168   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   4578.547308   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    553.554121   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   5197.850531   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   3787.331547   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...   3021.957967   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   5686.557703   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  10516.169960   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   4704.248748   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   3156.044494   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...   6958.009582   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...  12622.386646   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...  16709.346509   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...  14283.478704   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  15261.406690   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  17304.071745   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...   3584.427386   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  10198.357200   \n\n                                                             9.0  ...  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   6059.387430  ...   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   2218.138347  ...   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...   1074.835503  ...   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   1624.433605  ...   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   2183.251945  ...   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   1537.187124  ...   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   4842.918753  ...   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   7835.191761  ...   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   3986.807139  ...   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   1474.808605  ...   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    541.568858  ...   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   6794.038094  ...   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   3724.773400  ...   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...   2782.403189  ...   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   4683.214772  ...   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...   6999.421026  ...   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   1756.926066  ...   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   5384.563438  ...   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...   9139.713930  ...   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...  14532.162772  ...   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...  15048.740676  ...   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...  11130.539709  ...   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  16009.304633  ...   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  11322.589042  ...   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...   6113.109571  ...   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  11214.199924  ...   \n\n                                                            11.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   1104.964260   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   2122.939566   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...    929.709634   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   2263.354499   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   1217.639745   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   3163.314795   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   2164.682111   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   1406.535741   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   1737.062475   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   1333.393782   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    528.902945   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   4213.263493   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   4079.358745   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...   1332.521919   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   2190.526606   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...   4401.776608   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   2511.241484   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   4284.413765   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...   1920.523942   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...   9880.460142   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...   7703.680453   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...  13852.193039   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  11787.589473   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...   8377.923276   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...  13742.433401   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  15963.185520   \n\n                                                            12.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   1500.049482   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   2672.667907   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...    910.307825   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   2712.941823   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   1699.270851   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   1602.690430   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   2000.644887   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   1084.069936   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   2822.933304   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   2728.749019   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    550.459444   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   3866.977180   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   2304.345840   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...   5352.297650   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   3091.146136   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...   6663.845579   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   4233.279650   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   4759.089020   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...   2250.660670   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...   9848.548262   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...   5275.320585   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...  14019.179637   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  10134.122145   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...   4126.843001   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...   9811.396039   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  12328.413572   \n\n                                                            13.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   3898.298124   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   4010.858900   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...    925.516701   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   1787.785253   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   1403.652257   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   1330.173334   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   1889.692155   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   1088.998064   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   2976.058980   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   1169.581962   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...    640.761410   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   5637.361996   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   1021.318289   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...   1572.111102   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   1633.545223   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...   4579.081683   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   4207.197429   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   3107.118211   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...   3657.893139   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...   8212.565308   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...   7444.790561   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...  11930.154609   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...   8567.505371   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...   7022.605035   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...  15422.909725   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  11840.693869   \n\n                                                            14.0         15.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   6544.453556  4779.386395   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   3015.353875  1996.782716   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...    768.447314   859.197324   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   2965.370830  1906.642921   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...   5089.822149  4489.189921   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...   1244.696870  1295.699150   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...   3446.230399  3064.598552   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...   1959.846857  1817.340613   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...   3062.887893  2957.368912   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...   2477.143336  4004.994848   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...   1896.750790  1001.235900   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...   3318.199933  2946.646448   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...    987.000722   818.526623   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...    982.383516   938.435036   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...   1219.133549  2513.966949   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...   6278.084118  4725.643728   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...   2686.937615  3080.327208   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...   2045.449778  1671.686457   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...   1732.058743  1268.457942   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...   6903.801921  5536.163377   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...   5507.504817  1817.069497   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...   6806.428533  3768.340484   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  10117.137028  8937.780320   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...   3799.446167  6055.594219   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...  16949.204517  9715.071936   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  10454.337927  9633.147720   \n\n                                                           16.0         17.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...  3759.273735  2990.124814   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...  2114.914108  2257.268367   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...   803.552190   912.919929   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   792.458697  1058.076463   \n2023-06-20_17-21-51_bf02_salivDLC_resnet101_Dev...  1268.897918  1459.432966   \n2023-07-03_16-15-21_bm02_salivDLC_resnet101_Dev...  1398.134903  1399.431639   \n2023-07-03_19-20-49_bf01_salivDLC_resnet101_Dev...  2689.005167  2111.795295   \n2023-06-20_19-10-38_bf04_k1ivDLC_resnet101_DevR...  1521.430826  1497.603369   \n2023-06-26_15-35-45_bf01_k1ivDLC_resnet101_DevR...  1436.065023  1788.045139   \n2023-06-26_19-00-05_bm02_k1ivDLC_resnet101_DevR...  2404.780803  3424.785899   \n2023-06-27_10-47-10_bm04_k1ivDLC_resnet101_DevR...  1147.860654  1184.954039   \n2023-07-08_14-42-24_bf02_k1ivDLC_resnet101_DevR...  5080.904185  2982.917208   \n2023-07-08_15-47-29_bm01_k1ivDLC_resnet101_DevR...   749.524446   924.008889   \n2023-06-15_17-16-18_bm01_k5ivDLC_resnet101_DevR...  1005.328986  1043.020094   \n2023-06-26_16-15-58_bf02_k5ivDLC_resnet101_DevR...  3797.668741  5044.993972   \n2023-07-03_20-27-25_bf03_k5ivDLC_resnet101_DevR...  2439.890701  2259.074760   \n2023-07-08_16-19-27_bm02_k5ivDLC_resnet101_DevR...  2562.255531  2879.748576   \n2023-07-14_16-25-47_bf01_k5ivDLC_resnet101_DevR...  3081.160518  2499.152466   \n2023-07-18_19-35-14_bm03_k5ivDLC_resnet101_DevR...  1951.751149   979.272468   \n2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_Dev...  4185.685251  5688.052096   \n2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_Dev...  1802.525010  2997.591737   \n2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_Dev...  6354.961249  5443.839714   \n2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_Dev...  6922.975225  5773.762636   \n2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_Dev...  3491.997983  1980.469115   \n2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_Dev...  8837.586482  8954.368748   \n2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_Dev...  8050.751995  3756.558807   \n\n                                                            18.0  \\\n2023-06-15_21-28-12_bf04_salivDLC_resnet101_Dev...   1878.317699   \n2023-06-15_22-01-50_bf03_salivDLC_resnet101_Dev...   2296.118505   \n2023-06-20_15-41-01_bm03_salivDLC_resnet101_Dev...    705.072034   \n2023-06-20_16-13-48_bm04_salivDLC_resnet101_Dev...   1420.924233   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<td>891.367322</td>\n      <td>1445.491110</td>\n      <td>k5</td>\n    </tr>\n    <tr>\n      <th>2023-05-15_16-47-52_bf03_k10ivDLC_resnet101_DevRats2Jul21shuffle1_500000.csv</th>\n      <td>4540.862776</td>\n      <td>5761.342404</td>\n      <td>5972.096308</td>\n      <td>9212.996149</td>\n      <td>11265.014433</td>\n      <td>12343.530581</td>\n      <td>13109.885729</td>\n      <td>14265.232545</td>\n      <td>12622.386646</td>\n      <td>14532.162772</td>\n      <td>...</td>\n      <td>9880.460142</td>\n      <td>9848.548262</td>\n      <td>8212.565308</td>\n      <td>6903.801921</td>\n      <td>5536.163377</td>\n      <td>4185.685251</td>\n      <td>5688.052096</td>\n      <td>6323.492953</td>\n      <td>4504.421440</td>\n      <td>k10</td>\n    </tr>\n    <tr>\n      <th>2023-05-15_18-18-22_bf04_k10ivDLC_resnet101_DevRats2Jul21shuffle1_500000.csv</th>\n      <td>1384.384759</td>\n      <td>1561.798339</td>\n      <td>5305.881105</td>\n      <td>6953.295808</td>\n      <td>11953.262476</td>\n      <td>15763.644870</td>\n      <td>17379.785409</td>\n      <td>16629.811314</td>\n      <td>16709.346509</td>\n      <td>15048.740676</td>\n      <td>...</td>\n      <td>7703.680453</td>\n      <td>5275.320585</td>\n      <td>7444.790561</td>\n      <td>5507.504817</td>\n      <td>1817.069497</td>\n      <td>1802.525010</td>\n      <td>2997.591737</td>\n      <td>5776.201930</td>\n      <td>2934.882903</td>\n      <td>k10</td>\n    </tr>\n    <tr>\n      <th>2023-05-25_14-30-54_bm02_k10ivDLC_resnet101_DevRats2Jul21shuffle1_500000.csv</th>\n      <td>1667.979021</td>\n      <td>1379.497290</td>\n      <td>1663.627196</td>\n      <td>3107.784112</td>\n      <td>4318.061746</td>\n      <td>7187.792082</td>\n      <td>9062.464735</td>\n      <td>10455.246228</td>\n      <td>14283.478704</td>\n      <td>11130.539709</td>\n      <td>...</td>\n      <td>13852.193039</td>\n      <td>14019.179637</td>\n      <td>11930.154609</td>\n      <td>6806.428533</td>\n      <td>3768.340484</td>\n      <td>6354.961249</td>\n      <td>5443.839714</td>\n      <td>2999.410224</td>\n      <td>1938.707364</td>\n      <td>k10</td>\n    </tr>\n    <tr>\n      <th>2023-05-31_17-08-06_bf01_k10ivDLC_resnet101_DevRats2Jul21shuffle1_500000.csv</th>\n      <td>11082.830746</td>\n      <td>15343.322621</td>\n      <td>18279.907887</td>\n      <td>17224.223559</td>\n      <td>23570.051169</td>\n      <td>18951.071018</td>\n      <td>16536.410407</td>\n      <td>14840.127977</td>\n      <td>15261.406690</td>\n      <td>16009.304633</td>\n      <td>...</td>\n      <td>11787.589473</td>\n      <td>10134.122145</td>\n      <td>8567.505371</td>\n      <td>10117.137028</td>\n      <td>8937.780320</td>\n      <td>6922.975225</td>\n      <td>5773.762636</td>\n      <td>5015.415782</td>\n      <td>7104.784164</td>\n      <td>k10</td>\n    </tr>\n    <tr>\n      <th>2023-07-13_15-45-26_bm03_k10ivDLC_resnet101_DevRats2Jul21shuffle1_500000.csv</th>\n      <td>3318.773423</td>\n      <td>4584.927267</td>\n      <td>6942.028511</td>\n      <td>10606.361780</td>\n      <td>13405.089466</td>\n      <td>14297.165685</td>\n      <td>19119.371373</td>\n      <td>18978.367552</td>\n      <td>17304.071745</td>\n      <td>11322.589042</td>\n      <td>...</td>\n      <td>8377.923276</td>\n      <td>4126.843001</td>\n      <td>7022.605035</td>\n      <td>3799.446167</td>\n      <td>6055.594219</td>\n      <td>3491.997983</td>\n      <td>1980.469115</td>\n      <td>1970.568348</td>\n      <td>1237.739002</td>\n      <td>k10</td>\n    </tr>\n    <tr>\n      <th>2023-07-14_13-56-09_bm01_k10ivDLC_resnet101_DevRats2Jul21shuffle1_500000.csv</th>\n      <td>1094.347692</td>\n      <td>821.769350</td>\n      <td>947.428873</td>\n      <td>995.894179</td>\n      <td>878.307377</td>\n      <td>850.194499</td>\n      <td>800.261095</td>\n      <td>2530.965888</td>\n      <td>3584.427386</td>\n      <td>6113.109571</td>\n      <td>...</td>\n      <td>13742.433401</td>\n      <td>9811.396039</td>\n      <td>15422.909725</td>\n      <td>16949.204517</td>\n      <td>9715.071936</td>\n      <td>8837.586482</td>\n      <td>8954.368748</td>\n      <td>12788.630333</td>\n      <td>10803.153588</td>\n      <td>k10</td>\n    </tr>\n    <tr>\n      <th>2023-07-18_18-19-50_bm04_k10ivDLC_resnet101_DevRats2Jul21shuffle1_500000.csv</th>\n      <td>977.064278</td>\n      <td>792.373003</td>\n      <td>2147.504600</td>\n      <td>4129.242798</td>\n      <td>5808.968030</td>\n      <td>7137.626090</td>\n      <td>11072.575732</td>\n      <td>9573.996864</td>\n      <td>10198.357200</td>\n      <td>11214.199924</td>\n      <td>...</td>\n      <td>15963.185520</td>\n      <td>12328.413572</td>\n      <td>11840.693869</td>\n      <td>10454.337927</td>\n      <td>9633.147720</td>\n      <td>8050.751995</td>\n      <td>3756.558807</td>\n      <td>3974.695994</td>\n      <td>4693.074698</td>\n      <td>k10</td>\n    </tr>\n  </tbody>\n</table>\n<p>26 rows × 21 columns</p>\n</div>"
     },
     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/plain": "<Figure size 600x300 with 1 Axes>",
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"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 600x300 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 600x300 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "kp_travel = analyze.get_keypoint_travel(config,\n",
    "                                        \"tailbase\",\n",
    "                                        0,1200,\n",
    "                                        selected_subgroups=[\"sal\",\"k1\",\"k5\",\"k10\"],\n",
    "                                        return_as_df=False)\n",
    "\n",
    "kp_travel_df = kp_travel.to_df()\n",
    "display(kp_travel_df)\n",
    "plot.plot_keypoint_travel(kp_travel,cmap=\"viridis_r\",plottype=\"bar\")\n",
    "\n",
    "kp_travel = analyze.get_keypoint_travel(config,\n",
    "                                        \"tailbase\",\n",
    "                                        0,1200,\n",
    "                                        binsize=60,\n",
    "                                        selected_subgroups=[\"sal\",\"k1\",\"k5\",\"k10\"],\n",
    "                                        return_as_df=False)\n",
    "\n",
    "kp_travel_df = kp_travel.to_df()\n",
    "display(kp_travel_df)\n",
    "plot.plot_keypoint_travel(kp_travel,cmap=\"viridis_r\")"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:56:43.920373Z",
     "start_time": "2025-09-18T23:56:19.247011Z"
    }
   },
   "id": "878d690f8fceab5c",
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 7.2 Using keypoint travel in animals for embedding and classification\n",
    "The KeypointTravel class has many of the same attributes and use cases as pose segmentation data object classes (ModuleUsage and ModuleTransitions), and thus we can use the same embedding, classification, and regression functions as we do for pose segmentation data. \n",
    "It is worth noting that travel of a single keypoint only has sufficient dimensionality for some methods (e.g., PCA) if time binning is applied, otherwise it is a point value rather than a time series.\n",
    "We can start by looking at embedding the data with PCA or LDA."
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "9604d04566227e98"
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ellipse only drawn for embeddings_object of class LDA, not <class 'sklearn.decomposition._pca.PCA'>\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 300x300 with 1 Axes>",
      "image/png": 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"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 300x300 with 1 Axes>",
      "image/png": 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2GVnTUFwUDWXO69BqdYdCabXpUOa8zskIAKge2rZtG/n4+NDu3bsJAB09epSIiDZu3EgBAQE6+77xxhsUFRVFRESjRo2iiRMn6pS3adOGtmzZQkRE3t7e9M033whl6enpZGFhQTdv3qTExEQCQCkpKUL57t27ycfHR++4FQoFASCFQmHQ52WNl1ZbQplpnSgjxbOShxdlpnUmrbbE3KEanSHfhxrXiExpwIABuHnzJiIjI3W2y+VytGvXTmdbUFAQ4uPjqy1XKBS4e/euTrmbmxscHR1x+fJlyOVyODk5wdPTU+e1ycnJ3DWB1ZhadaZcTUgXQatNhVp1ps5iqo8MaqyuK+7u7hVuz8vLg0Qi0dlma2uL/Pz8asvz8vIAoMrXV1QGAPn5+XBwcCgXT3FxMYqLi4XnSqWyuo/GmhAiDVTFv+u1r1aTYeJo6jeDa0SxsbEYMmQIOnXqhPT0dMyYMaPOGnQlEonQ3lOmsLBQWGetqvKyJFNVeUVlAHTWcXvY8uXLYW9vLzxatGhR8w/HGpWyxumi/E/02l/UrLmJI6rfDEpEu3btwujRo9GuXTvcuHEDAPDTTz9h7ty5JgnuUSEhIZDL5Trbrl69KkxDUlW5o6MjvLy8dMrT09ORnZ2NkJAQhISEICsrC/fu3dN5rbe3N+zt7SuMZ86cOVAoFMLjzp07xvqorAGrrHG6YhYQiTwhtuxm8rjqNUMan0JCQujUqVNEROTg4EBERAkJCeTl5VWDpiz94KHG6szMTHJwcKC1a9eSSqWiuLg4kslkFBcXR0REhw8fFp6rVCpau3YtOTo6UlZWFhERzZs3j0JCQigpKYmUSiVFRkZSaGio8F69evWikSNHklKppKSkJAoODqaFCxfqHSs3VrPqG6d1G6ozUrzoQeFBc4dtEoZ8HwxKRA4ODqTVaomIyNHRkYiItFot2dvbGx6lnh5ORERE586dox49epBMJqNWrVrR1q1bdfbfuXMnBQYGkkQioa5du9Lp06eFMpVKRbNnzyYvLy+ys7OjoUOH0r1794Ty9PR0Gj58ODk7O5OrqytNnz6dSkr0v5vBiYgVPzipZxLypMy0zo02CREZ9n0waNBrt27dMHfuXAwdOlQY9BobG4u5c+fi3LlzpqmyNSA86JU9KPwReblvVbufjWQKJHbTG3XPapMtsLhs2TIMHToUw4YNw4MHDzB58mTs2rUL3377ba0CZqyx0LfR2dK6V6NOQoYyqLG6b9++OHXqFBwcHBAeHg6NRoNDhw5h0KBBpoqPsQZFbNkNIpEHgMpGHXDjdEUM7kd07949LFmyBM7OzoiOjua+M4w9xMKiGaT2S6DMeR2lyejhlo/S5CS1X8y1oUcYVCP6/PPPMWLECGGgaEZGBl566SXs2LHDJMEx1hBZ2QyGneMGiES6HXNFIg/YOW6Alc1gM0VWfxnUWP34449j79696Nixo7DtwoULeOWVV3D9+nWTBNiQcGM1e1hTn/bDZI3VGRkZeOKJJ3S2PfnkkzqdABljpSwsmsHSqkf1OzLDLs2CgoKwc+dOnW27du1CmzZtjBoUY6xpMahGtHTpUgwZMgQbN26Er68vkpOTcfHiRURH83wqjLGaM6hG1K9fP8THx6N///6ws7PDoEGD8NdffyE0NNRU8THGmgCDGqtZ1bixmrF/mayxWi6XY+bMmUhISIBWq9UpS0pKMjxSxhiDgYlo0qRJsLW1xXvvvQexWGyqmBhjTYxBiejy5ctISUmpdKIwxhirCYMaqz09PfHgwQNTxcIYa6IMqhG9/fbbeP755zFlyhS4ubnplPXu3duogTVmGo0GV367hqy0HDh7OCLk6TZo1qzp9Lhl7FEG3TUTiSquQFlYWECj0RgtqIZKn7sEv31/BuunbkXm3Sxhm4u3MyZ/PBZPv8AjslnjYchdM4MuzbRabYUPTkL6+e37M1gyYpVOEgKAzJQsLBmxCr99b9olZTQaDeKPyRH37e+IPybn3xurNwyeBqSwsBDZ2dnC7XuVSoW//voLzz//vNGDa0w0Gg3WT92qOytEGQJgAXzx7lb0GNrZJJdpXBNj9ZlBNaKtW7fC1dUVvr6+8PPzg5+fHwIDA/HWW9VPjdnUXfntWrmakA4C7t/JwpXfrlV7LENrNuauiTFWHYOnil26dClkMhlOnDiBqVOnYtasWejfv7+p4ms0stJyQBZAibsdtDaWEBWp8Fi6EhZUfr+qGFqzMXdNjDF9GFQjSktLw9SpU9G3b1/cuHEDHTt2xJYtW7Bx40ZTxddo3C5RITeyE/KeDUHBM62R92wIciM7QdXSSWc/Zw/HSo9Rk5qNMWtirGZKV3z9Aw8Kf4Sq+A8QcdvcowxKRG5ublCpVGjRogUSEhIAAD4+PsjIaNrL5VYn7mIiPv8tHiSx1NlOEkvk9wksTUYWgGsLZ4Q8XfGUKtXWbFBas3n0Mq26Gpah+zHDlK34qsgagbzct6DIGoHse91QXMQzVjzMoETUtWtXTJo0CUVFRQgICMCXX36J7du3w9nZ2VTxNXgarRYr9xwrfWLxyITq/3te8JQfyAJ4c+3YSi+PalqzqaqGVZP9mP4qW/FVq02HMud1TkYPMaiNaO3atZgwYQLy8vKwYsUKPPfccygqKsLWrVtNFV+D92diCjJy8ivfwcICJLXCK19MrPLuVU1rNiFPt4GLtzMyU7Iqrk1ZAK7eldfEWM0QaZCvWICqGufyFQthaT2gSU0fWxmDEpGHhwcOHjwo/JyZmQmVSgVbW1uTBNcYZCoK9NrPs4NPleU1rdk0a9YMkz8eiyUjVlW2qESVNTFWM2rVmXI1IV0ErTYVatUZnk4Weiaib7/9Fi+//HKVq3VERUUZLajGxMVeYpT9alOzefqFbliwd0a5u22u3s54cy33IzIFrUa/dlN992vs9BriERISgitXrsDPz6/ig1hY8HxEqLhLu0arRcSczVVenrk5SvHz8vFoVskQmjJld80AVFizWbB3RpVJhce41R1V8R9QZI2odj97572NtkZkyBAPg8aa/fbbb+jRowf/8VaishMfdzERM788UOFrLACseCMCz3QM0Os9KupH5NrCfDUbjVaLPxNTkKkogIu9BE8GeFWbUJsCIg2y73WDVpuOyqqwIpEHnNxON9o2IpMlIhcXFyQnJ3ObUCWqOvFxFxOxcs8xnZqRm6MUMyLD9E5CZYxVs6ntcSr6TM0dpZhZg8/UGJXdNStVvgrb2BdbNFki6tq1K1auXMmT5VeiuhNfn2oPtR17VlUtDwBWGlDLa8yKi6KRr1ig03AtEnlCar+4USchwISJaMCAAYiLi0OrVq3g6ekJi4f6xcTFxdU84kaioUyeL7Q1Pfqb17etyYjtXk1BU13x1WST5/fo0QM9ejTOhrWmwhhjz6rtGwXgXk4+/kxMQefAFrUPuoHjFV+rZ1AiWrhwoaniYHXEkB7aHcKCK9xF375R+u7HmEGJKCsrC+vWrUNKSkq5+Yji4+NNEiAzLmOMPTNW3yjGyhiUiMaMGYPExES4urpCqVTC19cXMTExePvtt00VHzMyY4w9ezLAC80dpdW2ET0Z4GVwfKxpMqgl8cSJE4iLi8Pq1avx+OOP46effsKWLVtw7VrjmUIiIyMDw4YNg4ODA1xcXDB16lSUlJSYOyyjKeuhDYtKdqhmFgAAaCYSYWZkWKXlFgBmRIZxQzXTm0F/KWKxGJ6enmjdujUuX74MABg5ciQuXrxokuDMITIyElKpFKmpqTh79iwOHz6MtWvXmjssoykbewag4mREwODxfao9zjMdA7DyjQg0d5TqbHdzlBrUQZMxwMDb9507d8ZXX32FTp06wc3NDXK5HI899hh8fX2hUChMGWeduHHjBgICApCSkgJPT08AwJ49ezBr1iz8888/1b6+vt6+r6jj4h//PV+uH9HD9O1TVJ/6RrH6xWS37ydPnoywsDDI5XK88sorCA8Ph1gsbjQdHOVyOZycnIQkBABBQUFITk5Gbm4uHBwcdPYvLi5GcXGx8FypVNZVqHqrquPi17c+x65l32PHou/Kva5s1sfq+hQ1E4n4Fj2rNYP+dY0bNw5xcXFwc3PDihUrMHr0aAwaNAjbt283VXx1Ki8vDxKJ7p2esuEs+fnlG2aXL18Oe3t74dGiRf36Qh7fewpLhlc+tezvP5xF9KYjFb+4ilkfGTM2gxLR6tWr4efnBysrK4jFYsyePRvLli2Do2PjmN1PIpGgsLBQZ1vZc5lMVm7/OXPmQKFQCI87d+7USZz6OL7vFD585eOKC/+XZD57axPPZ83qBYMS0d69e+Ht7Y0XX3wRMTExMKB5qUEICQlBVlYW7t27J2y7evUqvL29YW9vX25/Kysr2NnZ6Tzqg9++P4OlL62BVqOtfCcCcu/rdynJ81kzUzMoEZ0+fRqXLl2Cv78/JkyYAF9fXyxYsAC3b982UXh1KyAgAL169cLUqVORl5eHW7du4YMPPsD48ePNHZrehCEcRsTzWTNTM/j2Rps2bfB///d/SE5OxmeffYadO3fC39/fFLGZxb59+1BSUgI/Pz9069YNAwcOxPz5880dlt6qHcLxCDsXu1r1KWLMGAxechoAjh49ih07dmD//v1o06YN5s6da+y4zMbNzQ179+41dxg1ZshllGsLZ0xa9RqWjlzD81kzszIoEc2bNw9ff/018vLy8Morr+D3339H+/btTRUbqwFDLqPKZnUUNeP5rJl5GdShMTQ0FBMnTsTw4cNhbW1tyrgapPrQoVGj0WC031uVT7IPQNRMhLm7piJ0RHed1/F81syYTDYxGqtafUhEQBWT7P/PvO+mIXR49/IFjBmRId8H7ovfCJUtH+TipbsCr2sLZyzYN4OTEKt3uEZkRPWlRlSGL7eYOZlsrBlrWJo1a1bpLIuM1Se1ujTLytK/vwpjjFWmRono5MmT8PT0hKurK1xcXBAdHW3suJgRabRanL9+BzFnr+H89TvQaKsY+mHGY7Kmq0aXZu+99x7279+Pzp074+TJkxg7dixu3bpl7NiYEZhiEUReWJEZm141orFjx+pchhUVFcHHxwdisRgtWrQoN2Kd1Q9liyA+Ord0Rk4+Zn55AHEXE+vFMRnTKxH169cPoaGh2LBhAwBgxowZCAoKgre3N9q3b49FixaZMkZWAxqtFiv3HKtyn1V7jlV5SfXo5ZeqpKTWx2SsInpdmr3yyiuIiIjAwoUL0bNnT3z66ae4desWbty4gZYtW6J58+amjpMZqLaLIFZ0+eUotUFOflGNj8lYZfRuI7Kzs8PatWtx+fJlvPPOO2jfvj2WLVtWL/rLsPJqswhiZevaV5eEDH1vxsrodWl2//59zJ07F/Pnz0eLFi1w/PhxdOzYEU8//TR27dpl6hhZDdR0EUR9LumM9d6MldErEUVGRiIpKQmJiYkYPXo0gNIG7OPHj+P3339Hnz7VLz/D6lbZIohVqWgRRH0u6Qw9JmPV0evS7Ny5c7h//z60Wi18fX2F7Q4ODli/fj0uXLhgsgBZzZQtgljRJRZQ+SKItbms4oUVWU3plYg6dOiAcePGAQCeeOKJcuWdOnUyalDMOMoWQXy00dnNUYoZlfT50feyykFqjdz8B3odkzUuRBqoVWeg1WRA1Kw5xJbdYGFRuzGMeiWivXv34uOPP8Zjjz2Gjz/+uFZvyOrWMx0DEPrE43ovgqjvuvY/LhuLyzfTeGHFJqa4KBr5igXQatOEbSKRB6T2S2BlM7jGx+XR90ZU30bf11Rld82A0ssvXlK6aSouioYy53WUn+SqdF5hO8cNOsnIJPMR7dy5E927d4ejoyOsra3h4eGB5557DkeOVLJAH2uweF179igiDfIVC1DxtJ+l2/IVC0FUs8U49bo027hxI5YsWYJ33nkHFhYW+OqrrzBhwgTk5uZixIgR2LBhA4YPH16jAFj9ZOglXX2hIS0uZv2DzOI8uFjJ0NHZF80s6nfMDYFadUbncqw8glabCrXqDCytehh8fL0S0erVqxETE4Pg4NK5bQYNGoSpU6fi8OHD6Nu3L6ZNm8aJqBFqaOvaH06TY4U8Gvce/LtwpJu1HWYFD0ZfD56XqTa0mgyj7vcovf5VpKWlITAwUHgeGBiIS5cuAQD69OnTaBZYZA3X4TQ5ZlzYrZOEACDjgRIzLuzG4TS5mSJrHETN9BvGpe9+5V6nz07t2rXD8uXLhecbN27E448/DgA4cuQIvL29a/TmjBmDhrRYIY+uovUCWCH/BRriwbg1JbbsBpHIA1WtxikSeUJsWbPlp/S6NFu1ahUGDhyIHTt2wNbWFjdv3sSBAwfw559/IiIiArt3767RmzMG1L5d52LWP+VqQg8jAPceKHAx6x90cfEzQsRNj4VFM0jtl/zvrlnFq3FK7RfXuD+RXonoqaeeglwux4EDB6DRaDBo0CD4+fmhoKAAN2/ehJcXd+lnNWOMdp3M4jyj7scqZmUzGHbYUEk/osW16kek9+h7Ly8vTJo0SWdbTk4OX5Y1UBqt1ux3xMradR69pCpr11nVaaReycjFSqbX++m7H6uclc1gWFoPME/P6sq0b98e2dnZtQqA1b36MNVrde06Fiht1wl3b1vtZVpHZ1+4Wdsh44GywuNZAGhubY+Ozr4VlDJDWVg0q9Et+qrolYieeeaZCrfn5eUJZXFxccaLiplMZb2my6Z6XVlHHRaN2a7TzEKEWcGDMePC7kpaL4BZwYO4P1E9ptdvxsvLCydOnECbNm0QGhoqPMRisfAzq/+MMX2ssRi7XaevRzBWdRqJ5ta6QwmaW9vrfYnHzEevGtHOnTsRHh6OpUuX4osvvsCAAQMAAJ988gkWLlxo0gCZ8dR2+lhjMkW7Tl+PYIS7t+We1Q2Q3m1E48aNw1NPPYWRI0fiyJEj+PDDD00ZFzOB2kwfa2ymatdpZiHiW/QNkEH/KoKCgnD27FlkZ2eje/fu0GhqNsCNmUdNp481hbJ2HaB8Fzlu12l6DP4tW1tbY9OmTZg6dSq6d+9uipiYidR0+lhTCXdvizdah0MmttHZzu06TU+N/92MGjUKMTExxoxFR2FhIbp3745t27bpbE9ISECfPn0gk8ng6elZ7hIxOjoa7dq1g0QiQdu2bXHggO4dohUrVsDb2xsSiQRhYWG4fv26UFZQUICxY8fC2dkZ9vb2iIqKQn5+zedvrm/Kpo+tTF1O9Xo4TY5BR1bji4SjUKpLVwexF9vgzdbP4Jc+0zgJNTFG+Ytr166dMQ4jkMvl6N27N06fPq2zXa1WIyIiAl26dEFWVhYOHjyIzz//HHv37gUAJCYm4sUXX8QHH3wAhUKBxYsX46WXXkJKSgoAYPv27Vi3bh1+/fVXZGVloVOnTnjxxRdRNjfc22+/jTt37iAxMRGJiYlITk7G7NmzjfrZzK0+zDVU2QBVpboIXybE4Wj63yaPgdUzZAQffvihMQ5DRERHjhyh5s2b07p168jHx4e2bt0qlMXGxpJUKqXi4mJh20cffUS9e/cmIqL333+f+vXrp3O8gQMH0oIFC4iIqGfPnrRs2TKhTKVSkUwmo7i4OCooKCCxWEwnT54Uyk+fPk02NjZUUFCgV+wKhYIAkEKhMPhz17USjYbOXUumX878TeeuJVOJRlM376vVUL/YFdT+53kVPjr8PI/6xa6kEm3dxMNMx5DvQ616VpeZM2eO3vsWFRUJNZRHeXh4oEOHDvjnn39gbW2N1atX65TL5XK0bt0alpaWwragoCBhZgC5XF6udhYUFIT4+Hih/OEajlgsRkBAAOLj4+Hk5AS1Wq3z+qCgIBQVFSEhIaHCRQOKi4tRXFwsPFcqK++gV9+Ya64hHqDKKmKURGSIM2fOIDw8vMKyH374AcOGDav0tXl5eZBIdO/o2NraCu04tSnPyyvtOPdwua2tLQBU2k60fPlyLF68uNJ4WXk8QJVVpM7vjYaFhYGIKnxUlYSA0iRRWFios62wsBAymazW5WUJ6OHysp/LXv+oOXPmQKFQCI87d+5U8+kZD1BlFdGrRhQeHg4Li8omRCpVF2PNQkJCkJCQgJKSEjz2WGnoV69eRUhIiFB+8eJFnddcvXoVnTt3FsrlcjkiIiIAlDZ+JyYmIiQkBIGBgRCLxZDL5ejWrZvwWktLS7Ru3brCeKysrGBlZWWSz9pY8QBVVhG9akTPPfccjh07hqCgIJ2xZg8/6kJ4eDhcXFzw3nvv4cGDB4iPj8e6deswfvx4AMCrr76KY8eO4bvvvkNJSQm+++47HDt2DK+++iqA0t7hn376KeLj4/HgwQO89957cHNzQ+/evWFra4vIyEi89957uH//Pu7fv4/33nsPL7/8MmxsbKoKixmAOzKyCunbAj5t2jQaNWpUDdvPa8bX11fnrhkRUWJiIvXv35/s7e3Jy8uLPvroI53ymJgY6tChA0mlUgoODqaDBw8KZVqtllatWkV+fn4klUopPDycrl+/LpQrlUqaOHEiubm5kaOjI40ZM4by8/P1jrch3TUzt9jUK+XunvWLXUmxqVfMHRozEkO+D3ovsFhYWIgOHTrg+PHj8PT0NG12bKAaywKLdYWX/mncDPk+6H3XzNbWFomJibUOjrEyPECVleF/P4wxs9M7ER0/flzoGLhy5Uo8+eST6NOnD/bv32+y4BhjTYNel2aff/45Zs6cCZFIhDfffBPffvstpkyZggcPHuCNN96AWq3GyJEjTR0rY6yR0isRrVu3DidOnMD9+/cRERGBc+fOoWPHjgBK57OePHkyJyLGWI3pdddMJpMhLy8PGo0G1tbWePDgAZo1K10+hIjg6OiI3NxcU8da7/FdM8b+Zcj3Qa82Ig8PD1y6dAnNmjWDXK67hvj+/fvRsmXLGgfLGGN6XZpNmTIFffv2xT///KMz3GHkyJH473//i3379pksQMZY46dXInrrrbfg6+tbbuT6U089hVmzZgntRYwxVhN6tREplUq92zwUCgXs7e1rHVhDxG1EjRf3Ajec0XtW9+3bF5MmTUJUVBTEYnGF+xQXF2Pr1q3YtGkTzp8/b3jUjNVTh9PkWCGP1pnQzc3aDrOCB/Pc2kaiV41IoVDgnXfeQXR0NJ5//nn06NEDXl5e0Gq1SElJwe+//46DBw9i4MCB+Pjjj+Hk5FQXsdc7XCNqfMrm1370S1I2UwCvNlI5Q74Peg96BYArV67gyy+/RFxcHJKTkyESieDr64v+/ftjzJgxRp9Ev6HhRNS4aEiLQUdWVzq1bdncSb/0mcaXaRUwyaBXoHRisc8++6xWwTHWUPD82nWH0zhjleD5tesOJyLGKsHza9cdTkSMVaJsfu3KZmu3AODG82sbBScixirB82vXHb3P4Pnz5/HJJ5/g5MmT5co++ugjowbFWH3R1yMYqzqNRHNr3bs+za3t+da9Eel1+37//v149dVX0bZtW8jlckRFRWHDhg1CuZ2dXYNa5dRU+PZ948U9qw1n9NH3H3zwAb777jtcuHABf/75Jw4fPoxZs2YJ5QZ0RWKsQSqbX3uQV3t0cfHjJGRkep3N27dvC4sStm3bFjExMdi8eTP27Nlj0uAYY02DXonIyckJCQkJwvPWrVtj27ZteP311xEfH1/tKrCMMVYVvRLR2LFjMXjwYOzYsUPY9txzz2HGjBkICwtDcXGxyQJkrCoa0uJc5i38knIZ5zJvQUNac4fEakCvIR7z58+HTCZDUlJSue0SiQQffPCBSYJjrCo8Kr7xMGjQK6sa3zWrOzwqvv4z+l0zALhw4QK2bdsmPFer1Rg0aBDPPcTqnIa0WCGPLpeEAAjbVsh/4cu0BkSvRPTnn38iLCwMf//9t7CtoKAANjY2eOaZZ3Dp0iVTxcdYOYaMimcNg16JaMmSJZgzZw7+7//+T9jm4OCA77//Hm+99RaWLFlisgAZexSPim989GqsPn36NL755psKy2bOnIngYL4WZ3WHR8U3PnrViIqKimBra1thmZOTE4qKiowaFGNV4VHxjY9eicjX1xeXL1+usOyvv/5C8+bNjRoUY1XhUfGNj16/qZEjR2LKlCkoLCzU2V5QUICpU6fi+eefN0lwjFWGR8U3Lnr1I1KpVOjduzf++ecfREREwN3dHWlpaYiOjoa7uzt+++23cosvNkXcj6ju8aj4+svo/YgsLS1x/PhxTJs2DdevX8e+ffuQlJSEmTNn4tSpU0ZNQrdv38YLL7wAV1dXuLi4YNiwYbh165ZQnpCQgD59+kAmk8HT0xMffvihzuujo6PRrl07SCQStG3bFgcOHNApX7FiBby9vSGRSBAWFobr168LZQUFBRg7diycnZ1hb2+PqKgo5OfnG+2zMePjUfGNBNUzHTp0oPHjx1N+fj7l5eXRuHHjKCQkhIiIVCoVBQQE0OzZs6m4uJguXrxInp6e9N133xERUUJCAllbW9MPP/xAarWa9uzZQzY2NnT37l0iItq2bRt5eXnRlStXqKioiKZNm0bBwcGk1WqJiGjMmDHUp08fysrKonv37lFoaChNnjxZ79gVCgUBIIVCYeSzwljDY8j3Qe9EtGjRIhoyZAh9/vnntQquKtnZ2TRgwABKTU0VtsXHxxMAys7OptjYWJJKpVRcXCyUf/TRR9S7d28iInr//fepX79+OsccOHAgLViwgIiIevbsScuWLRPKVCoVyWQyiouLo4KCAhKLxXTy5Emh/PTp02RjY0MFBQV6xc+JiLF/GfJ90KseO2vWLKxfvx6WlpaYP39+raaGLSoqwo0bNyp8WFpaIiYmBh4eHsL++/btQ8uWLeHo6Ai5XI7WrVvD0tJSKA8KCkJ8fDwAQC6Xl1vksapysViMgIAAxMfHIzExEWq1Wqc8KCgIRUVFOlOgPKy4uBhKpVLnwRgznF6JaNeuXYiLi8PevXuxf/9+7Nq1q8ZveObMGQQEBFT4iI2N1dn3yy+/xKpVq7Bx40YAQF5eXrn2KFtbW6EdpzbleXmlvXAfLi/rO1VZO9Hy5cthb28vPFq0aGHQuWCMldKrZ7VCoRB6T/fq1Qt3796t8RuGhYVVO7WsSqXCu+++i927d+PgwYMIDw8HUJokHu1CUFhYCJlMVuvysgRUWFgIqVQq/AxAeP2j5syZg2nTpgnPlUolJyPGakCvGpFI9O9ujz1m0CrVBsvMzERoaChOnTqF8+fPC0kIKF3yOiEhASUlJcK2q1evIiQkRCiXy+U6x6uqXK1WIzExESEhIQgMDIRYLNYpv3r1KiwtLdG6desKY7WysoKdnZ3Og5kXT5TWQOnT6CSTyXSeOzo61qjxqjoqlYo6duxIAwYMoMLCwnLlarWa/Pz8aPr06VRUVESXLl0iT09P2rp1KxER/f3332RtbU179uwR7ppZW1vT9evXiYho06ZN5OXlRZcuXRLumvn7+5NKpSIiotGjR1NYWBhlZGRQRkYGhYWF0WuvvaZ3/NxYbV6xqVeoX+wKav/zPOHRL3YFxaZeMXdoTZIh3we9qjdqtRo7d+4ULqlUKpXOcwCIioqqdVL8+eefcfHiRVhbW8PV1VWn7OrVq/Dx8cGhQ4fw1ltvwd3dHVKpFP/5z38wZswYAECbNm3w448/Yvbs2Rg/fjx8fX2xf/9+oUYzbtw45Obm4vnnn8f9+/fRpUsXHDx4EGKxGACwfv16TJ8+He3atYNKpcLQoUPx2Wef1fpzMdOrbKK0jAdKzLiwm3tb13N69axu2bJllRPkW1hYlJtGtinintXmoSEtBh1ZXekcRRYoHfrxS59p3OGxDhnyfdCrRnT79m1jxMWYSRgyUVoXF7+6C4zpjf89sAaPJ0pr+DgRsQaPJ0pr+DgRsQaPJ0pr+DgRsQaPJ0pr+Pg3wxoFniitYTNtN2nG6lBfj2CEu7flidIaIE5ErFEpmyiNNSz8r4IxZnaciBhjZseJiDFmdtxGZERlw/Z4pkbG/v0e6DGclRORMZXN8siTozH2r7y8PNjb21e5j16j75l+tFotUlNTIZPJqpytoGwmxzt37jTZUfp8Dko15vNARMjLy4Onp6fO5IoV4RqREYlEInh7e+u9P8/qyOegTGM9D9XVhMpwYzVjzOw4ETHGzI4TkRlYWVlh4cKFsLKyMncoZsPnoBSfh1LcWM0YMzuuETHGzI4TEWPM7DgR1dLt27fxwgsvwNXVFS4uLhg2bBhu3bollCckJKBPnz6QyWTw9PTEhx9+qPP66OhotGvXDhKJBG3btsWBAwd0ylesWAFvb29IJBKEhYXh+vXrQllBQQHGjh0LZ2dn2NvbIyoqqtLlseuTjIwMDBs2DA4ODnBxccHUqVN1Fs1sKOLj49GvXz84OTnB3d0dUVFRyMzMBFC6tHq3bt0glUrh5+eHzZs367x2+/bt8Pf3h0QiQefOnXHq1CmhTKPRYObMmXBzc4NMJsPQoUORlpYmlDeW86fDVIurNRUdOnSg8ePHU35+PuXl5dG4ceMoJCSEiEoXjAwICKDZs2dTcXExXbx4kTw9Pem7774jIqKEhASytramH374QVgQ0sbGhu7evUtERNu2bSMvLy+6cuWKsCBkcHAwabVaIiIaM2YM9enTh7KysujevXsUGhpKkydPNs+JMEBYWBiNGjWKCgoK6ObNmxQcHEwrVqwwd1gGKSwsJA8PD1qwYAEVFxdTZmYmDR48mCIiIig7O5ucnJzos88+I7VaTUeOHCGZTEZnzpwhIqKjR4+STCaj33//nVQqFa1Zs4ZcXFyooKCAiIgWLVpE7du3p+TkZFIoFBQZGUmDBw8W3rsxnL9HcSKqhezsbBowYAClpqYK2+Lj4wkAZWdnU2xsLEmlUiouLhbKP/roI+rduzcREb3//vvUr18/nWMOHDiQFixYQEREPXv2pGXLlgllKpWKZDIZxcXFUUFBAYnFYjp58qRQfvr0abKxsRH+oOujxMREAkApKSnCtt27d5OPj48ZozLctWvXaODAgVRSUiJs++9//0t2dna0ceNGCggI0Nn/jTfeoKioKCIiGjVqFE2cOFGnvE2bNrRlyxYiIvL29qZvvvlGKEtPTycLCwu6efNmozl/j+JLs2oUFRXhxo0bFT4sLS0RExMDDw8PYf99+/ahZcuWcHR0hFwuR+vWrWFpaSmUBwUFIT4+HgAgl8vRrl07nferqlwsFiMgIADx8fFITEyEWq3WKQ8KCkJRURESEhJMci6MQS6Xw8nJCZ6ensK2oKAgJCcnIzc313yBGSgwMBC//PILmjVrJmzbt28fOnXqZPDv9eFyhUKBu3fv6pS7ubnB0dERly9fbjTn71E8xKMaZ86cQXh4eIVlP/zwA4YNGyY8//LLL7Fq1Sr89NNPAEoH+0kkEp3X2NraCu04tSkvG2D7cLmtrS0A1Ot2oso+E1Aat4ODgxmiqh0iwvz58/Hzzz/jxIkT+OSTT4z6e3309Y3t/AGciKoVFhZW7TQGKpUK7777Lnbv3o2DBw8KiUsikaCwsFBn38LCQshkslqXl/0xFhYWQiqVCj8DEF5fH1X2mYD6HXdllEolxo4diwsXLuDEiRPCjYdHayf6/F5dXFx0fq8VvV6r1Taq81eGL81qKTMzE6GhoTh16hTOnz+vU3sKCQlBQkKCzh2Nq1evIiQkRCiXy+U6x6uqXK1WIzExESEhIQgMDIRYLNYpv3r1KiwtLdG6dWuTfFZjCAkJQVZWFu7duydsu3r1Kry9vfUeIFlf3Lx5E126dIFSqcT58+eFyylDf68Plzs6OsLLy0unPD09HdnZ2QgJCWlU50+HuRupGjKVSkUdO3akAQMGUGFhYblytVpNfn5+NH36dCoqKqJLly6Rp6cnbd26lYiI/v77b7K2tqY9e/YId82sra3p+vXrRES0adMm8vLyokuXLgl3zfz9/UmlUhER0ejRoyksLIwyMjIoIyODwsLC6LXXXqurj19jvXr1opEjR5JSqaSkpCQKDg6mhQsXmjssg2RnZ5OPjw+NGTOGNBqNTllmZiY5ODjQ2rVrSaVSUVxcnHCTgYjo8OHDwnOVSkVr164lR0dHysrKIiKiefPmUUhICCUlJZFSqaTIyEgKDQ0Vjt8Yzt+jOBHVwv79+wkAWVtbk0Qi0Xn8888/RFR6l6h///5kb29PXl5e9NFHH+kcIyYmhjp06EBSqZSCg4Pp4MGDQplWq6VVq1aRn58fSaVSCg8PF5IUEZFSqaSJEyeSm5sbOTo60pgxYyg/P79uPnwtpKen0/Dhw8nZ2ZlcXV1p+vTpOnefGoLVq1cTALK1tS33uyciOnfuHPXo0YNkMhm1atVK+OdTZufOnRQYGEgSiYS6du1Kp0+fFspUKhXNnj2bvLy8yM7OjoYOHUr37t0TyhvD+XsUjzVjjJkdtxExxsyOExFjzOw4ETHGzI4TEWPM7DgRMcbMjhMRY8zsOBExxsyOExFjzOw4EdVCy5YtYW1tDalUKgxE9fT0xMyZM6HVaoX9iouLsXz5crRv3x729vZwc3PD0KFDcfHixQqPu2bNGoSFhVX7/rm5uejSpUu5AZZpaWlwc3PDtm3bdLbv378fISEhkEgk8Pf3x5YtWyo9dnUzT+7duxft2rWDTCaDj48PFi5cKHzm1NRU9OzZE1KpFGFhYTrjonbt2oXXXnut2s9mTMHBwfjmm2/q9D3NZdu2bWjZsqVe+3744YcYNGiQSeI4duyYsNqxWq1Gjx49cPv27cpfYO6u3Q2Zr69vua77ly9fJldXV2Fys6KiIurWrRv17t2bLl68SBqNhvLy8mjp0qUkkUjo7Nmzwmvz8/Np2rRpBEBnbFFlRo8eTV999ZXONo1GQ+Hh4SQSiXRii4uLI6lUStHR0aTVaikuLo6srKx03v9hVc08GR8fT5aWlvTrr78SUelMk+7u7sLEXjNnzqTIyEgqKCigl156iWbPnk1ERAqFgoKCgnSGKzDj2rp1K/n6+po7DDp69Cg9nF5iY2Pp6aefrnR/rhEZWbt27dC7d2+htvPpp5/i1q1bOHDgAJ588kmIRCJIpVK8//77ePPNN/HXX38Jr+3QoQPS0tLw5ptvVvs+V65cwcGDB8vVLpYsWQJvb2+0aNFCZ/uaNWvwn//8B4MGDYKFhQXCw8Nx/vx5PP744+WOnZOTA3d3d3zwwQeQSCSQSqWYMmUKrly5gpycHLRv3x6ZmZno378/tFotMjMzoVar4eLiAgB47LHS2WXof6OHyiYPW7BgAd5++200b968ys/Wu3dvzJ07V2dbt27dsHLlSgDAli1b0KlTJzg7O0MmkyEiIgL3798HACxatAj9+/dHly5d4OTkhBMnTqBly5ZC7TA1NRWRkZHw8/ODra0tWrVqpVMztLCwwKefforAwEDIZDL07NlT53cUGxuLrl27CnNRf/bZZ0LZ4cOH0bVrVzg4OFRbC1OpVFiwYAFatWoFJycnDB48GDdu3AAAnDx5EmKxGNHR0QCAu3fvwtnZGV999ZUQ48qVK+Hj4yN8/tTU1Arfp7pzVVbz3rZtG3r16oUpU6bA1dUVzZs3x4QJE6BWqwGU/i7XrVuHwMBAODg44Omnn8aFCxeE90lLS8OQIUNgZ2eHVq1a4dChQzpx9O3bF/fv3xc+Uzmmz42N16M1IpVKRUePHiVHR0dat24dEZWOlB43bpxex7tz5w4RES1cuLDaGtHkyZPLHTcuLo4CAwMpLy+vXGzNmzen1atX0+DBg8nJyYk6dOhAP/zwg15xERHNnz+fWrZsqbOtsLCQxGIxAaCXXnqJ1Go1EZUOyuzTpw85OTnRwIEDKTMzk+Lj4+mpp54qN1K9Ijt27KAWLVoI+/79998kFospPT2dzpw5Q7a2tsL8z3fu3KHWrVvTvHnziKj03IlEIjpy5Ajl5eWRWq3WOReDBg2i0aNHU0FBAZWUlNDq1avJxsaG8vLyiIgIAHXv3p3S0tIoNzeX+vbtSwMGDCAiouvXr5OVlRVt3ryZ1Go1nT9/nmQyGcXExNClS5fIxsaG9u/fTyUlJXTy5ElycXGhmJiYCj/jjBkz6Mknn6SkpCQqKiqixYsXk5+fHxUVFRER0eLFi8nT05Pu379PvXr1opdffll4LQAKDg6mpKQkys3NpSFDhlCvXr2ISLdGpM+5Kvs727p1KwGgpUuXkkqlorNnz5JEIqFvv/2WiIg+++wz8vHxofj4eFKpVLR582ZycHCg9PR0IiJ6+umn6fnnnyelUknJycn0xBNP0KPpZfHixfTss89WeD44EdWCr68v2djYkL29vfAIDg6mpUuXChPcBwYG0ty5cw06rj6JqE2bNrRp0ybh+b1798jX15fOnz8vxPZwInrsscfI3d2d/vjjD1Kr1bR//36ysrLSGfVdmS+++IJsbGwoNjZWZ7tGo6Hi4mK6fv06BQcH0xtvvFHh67VaLT399NN07tw5+vbbb6ljx47Uo0cP+u233yrcv7CwkBwcHOjw4cNERDRr1iwaNmyYUHbr1i0iKp2K48yZM9SzZ08aO3YsEZWeO39/f53jPXwu7t69S0qlktRqNSUlJdGGDRsIgDBbAgDhy0dEtGHDBvLz8yOi0kntu3fvrnPs+Ph4ysjIoDfffJNGjhypUzZnzhyKiIio8HxIJBKdJKXVasnLy4v27dsnnNvQ0FDy9fWl1q1bC4myLMbvv/9eeH79+nUCQLdu3dJJRPqcq4cTkY2NjfB3S0TUo0cPWrx4MRERtW3blr788kudz9G9e3datWoV3b59mwBQQkKCUPbjjz+WS0SxsbFka2ur8x5leIbGWlq/fj3GjBlTabmHh4fOUjAPy8nJgUQi0ZnTWl/Jycnw8vICUFptfvXVV/Gf//wHnTp1qnB/KysrjB8/Ht27dwcAvPDCC+jTpw/279+Pbt26VfiaymaeLCMSiYSJ2BYsWICJEyfiiy++KHecbdu2oV27dvDz88MzzzyDK1eu4O7du3jxxReRmpoqNGqWsbGxwahRo7Bjxw6EhYXh66+/xoYNGwCUXuZ98skn+OabbyCVStG+fXsolUqdmwMPz+f8qKSkJMycORMJCQlo3bo1AgICAEDn9e7u7sLPYrFYKEtLS4Ovr6/O8dq3bw+gtHE/Li5OZ6pWjUZT4aXv/fv3UVBQgBEjRkAk+rd1RKVSCQ26IpEIkydPRmRkJBYsWCDMwlmmLG4A8PHxEeJ7mD7n6mHNmzfX+V08/Nlv376N6dOnY/bs2UK5Wq1G586dkZKSohMHgAo/t7e3NwoLC5GVlSVcxpfhNiITe+655xAdHS3MRfyw8ePH47nnnqvRcUUikfBHcufOHRw/fhxLliyBg4MDHBwckJycjMmTJyMiIgJA6QTrxcXFOsfQaDSVToNb1cyTe/fuRa9evXT2Ly4uhpOTU7nj5OTkYM2aNVi2bBlu3LgBqVQKHx8fdO7cGenp6cI6YI+aOHEivv/+exw4cAAWFhYYOHAgAGDt2rU4dOgQ/vrrLyQlJeHHH38slxweTWxl1Go1IiIi8OqrryIrKwunT5/G1KlTK9y3Ii1atEBycrLOtq1bt+LgwYPw9vbGmDFjkJubKzwSEhIqbBNxcXGBtbU1Dh06pLP/n3/+iUmTJgEAsrOzMX36dIwbNw4rVqzApUuXdI5R9uUHINzNfDgRAPqdK315e3tj06ZNOvFevnxZaJMESpN8mbt375Y7RtlMpQ8vOFCGE5GJTZ48Ge7u7hgyZAguX74MIkJWVhbmzJmDQ4cOYcmSJTU6rq+vr85/ogcPHuj8kfj4+GD9+vXCgo1vvvkm1q9fj8OHD0Or1WL//v04evQoXn755XLHVqvVGDBgAOzt7XHy5En4+fnplD/11FP466+/sGbNGmg0GsjlcixevLjCRva5c+di1qxZcHBwQMuWLZGTk4MbN27gjz/+gKOjI5ydnSv8fB06dECbNm0wZcoUjBkzRvjjVSgUEIvFsLS0RElJCb7++mvExMRApVJVe85UKhUKCwtha2sLCwsLJCcnY9asWUJZdUaOHImLFy9ix44d0Gg0uHDhAqZNmwaxWIzx48dj165dOHToELRaLRITE9G7d2+sWrWq3HFEIhHGjx+P9957D3fv3oVWq8X27dsRHByMxMREAMCECRMQFBSEzZs3480338TLL7+sM1f14sWLkZ6ejtzcXMyYMQMDBw4UashlanOuHvX6669j6dKluHbtGgDg119/RXBwME6cOAEfHx/0798f06ZNQ05ODtLT07Fo0aJyx0hNTYVUKoWjo2P5Nyh3scb0VtHt+4oolUqaMWMG+fv7k0wmo+bNm9PQoUPpwoULFe6vTxvRu+++K6yTpW9s27Zto5CQEGE2yIfbGZYtW0ZBQUFEpN/MkydPnqTu3buTnZ0dBQQE0Nq1a8s1RJ87d47CwsJ0tn322Wfk6upKPj4+9NNPP1X5Gb/66ithPa8yWVlZFBERQTKZjFxdXWnAgAE0ZcoUoWtBRefu4XOxc+dOatmyJUmlUmrVqhUtX76c3NzchLYZAHT06FHhtY/eDo+Li6OuXbuSnZ0d+fv7C10WiIgOHDhAnTp1Ijs7O/Lw8KBp06bprGn3sKKiIpo9eza1bNmSZDIZdejQgX788UciKm2Tc3BwEG5eFBUVUdu2bWnChAlCjG+//TY9/vjjZG9vT6NGjRKmmX04XkPOVUW3/UNDQ4UpaEtKSmjFihUUEBBAUqmUAgMDaePGjTq/l8jISJLJZOTl5UXz5s0r10Y0f/58Gj58eIXng2dobKAuX76MZ555Bnfu3IGNjY25w2F1yMLCAkePHtWr02t90rZtW6xdu1a4zH4YX5o1UO3bt8fAgQPL9Z5mrD6Kjo5G8+bNK0xCACeiBu2TTz7Bxo0bkZOTY+5QGKuUWq3G4sWLsXXr1kr34UszxpjZcY2IMWZ2nIgYY2bHiYgxZnaciBhjZseJiDFmdpyIGGNmx4mIMWZ2nIgYY2bHiYgxZnb/D+26nD4Cu8xjAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 300x300 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pca_emb = analyze.embed(kp_travel,method=\"pca\")\n",
    "plot.plot_embeddings(kp_travel,pca_emb)\n",
    "lda_emb = analyze.embed(kp_travel,method=\"lda\")\n",
    "plot.plot_embeddings(kp_travel,lda_emb)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:56:44.656188Z",
     "start_time": "2025-09-18T23:56:43.925102Z"
    }
   },
   "id": "1241461fdb9457a7",
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "source": [
    "Next, we can look at classification with logistic regression - here shown with training a classifier on the full dataset and leave-one-out cross-validation to test performance on a subset of samples."
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "4e86eebe24bcb3c2"
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n",
      "/opt/anaconda3/envs/mariposa/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:460: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n"
     ]
    },
    {
     "data": {
      "text/plain": "<matplotlib.colorbar.Colorbar at 0x7fd0b114a760>"
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 900x900 with 2 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "clf = analyze.classify(kp_travel,method=\"LogisticRegression\")\n",
    "accuracy, conf_mat = analyze.loocv(kp_travel,method=\"LogisticRegression\")\n",
    "plt.figure(figsize=(3,3),dpi=300)\n",
    "plt.imshow(conf_mat,cmap=\"Greens\")\n",
    "plt.xticks([0,1,2,3],labels=kp_travel.group_dict.keys())\n",
    "plt.yticks([0,1,2,3],labels=kp_travel.group_dict.keys())\n",
    "plt.title(\"Confusion Matrix\")\n",
    "plt.colorbar()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:56:45.184450Z",
     "start_time": "2025-09-18T23:56:44.658371Z"
    }
   },
   "id": "ecc09f8aad8a562d",
   "execution_count": 6
  },
  {
   "cell_type": "markdown",
   "source": [
    "And now we can take a look at using regression on a KeypointTravel class object."
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "75c9865f6f639df"
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "data": {
      "text/plain": "Text(0, 0.5, 'Predicted dose (mg/kg)')"
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 900x900 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Training regression model and doing LOOCV\n",
    "dose_dict={\"sal\":0,\"k1\":1,\"k5\":5,\"k10\":10}\n",
    "reg, dose_labels = analyze.regress(kp_travel,dose_dict)\n",
    "y_preds, sq_err = analyze.loocv_regression(kp_travel,dose_dict)\n",
    "\n",
    "# Plotting results for held-out samples\n",
    "plt.figure(figsize=(3,3),dpi=300)\n",
    "cmap = \"viridis_r\"\n",
    "cmap = plt.get_cmap(cmap)\n",
    "colors = [cmap([i/4]) for i in range(4)]\n",
    "for d,dose in enumerate(dose_dict.keys()):\n",
    "    x = dose_dict[dose]\n",
    "    mask = np.array(kp_travel.group_labels)==kp_travel.group_dict[dose]\n",
    "    m = np.mean(y_preds[mask])\n",
    "    sd = np.std(y_preds[mask])\n",
    "    plt.errorbar(x,m,yerr=sd,linestyle=\"none\",marker=\"o\",color=colors[d],capsize=2)\n",
    "plt.xlabel(\"Real dose (mg/kg)\")\n",
    "plt.ylabel(\"Predicted dose (mg/kg)\")"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:56:45.342475Z",
     "start_time": "2025-09-18T23:56:45.180233Z"
    }
   },
   "id": "6bd03c5374384614",
   "execution_count": 7
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 7.3: Measuring and using ego-centered kinematics from pose estimation data\n",
    "Travel of a single keypoint of interest can be useful for measuring overall movement of the animal or limb, depending on the experimental setup; however, additional insight can be gained by ego-centering the data (i.e., using two keypoints to establish the origin and axis along which to reorient all points to) and evaluating the angle, location, and movement of keypoints relative to the new orientation. Ego-centering is acheived in MARIPoSA with analyze.ego_center(), which may be useful to know if you want to save the ego-centered data for some reason. Below is the documentation for analyze.ego_center and a movie plotting the original and ego-centered data."
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "73eac4fba95990e0"
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function ego_center in module utils.analyze:\n",
      "\n",
      "ego_center(config, data, keypoint_ego1, keypoint_ego2)\n",
      "    Ego centering a single pose estimation dataframe\n",
      "    \n",
      "    :param config: config\n",
      "    :param data: pose estimation pandas dataframe in DLC format\n",
      "    :param keypoint_ego1: first keypoint to use for establishing egocentric alignment axis\n",
      "    :param keypoint_ego2: second keypoint to use for establishing egocentric alignment axis\n",
      "    :return: ego_centered pandas dataframe\n"
     ]
    }
   ],
   "source": [
    "help(analyze.ego_center)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-19T19:24:11.973100Z",
     "start_time": "2025-09-19T19:24:11.926128Z"
    }
   },
   "id": "11935d7ab1911bea",
   "execution_count": 20
  },
  {
   "cell_type": "code",
   "outputs": [
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4iZlfViqa17cpJzC8iPvBADoNAh0SJLyiivk43Kp1Rj5uFzasK3C6ZIAAD8A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\\\nALAAgQ4AgAUIdAAALECgAwBgAQIdAAAL/H8O3tSbFQA8AQAAAABJRU5E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p7y8PD3yyCP64osv3Pef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\\\nHhIA4DhxDB1u4xL7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Lyu/VDmFZbr83DCNiO/mdDkAgJPEHjrcsvJLdcuLW5TxUbFueXGLsvJLT/wk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\\\nAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECg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 frames[11] = 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 frames[16] = 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 frames[19] = 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 frames[21] = 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ZFMWdNoj9MLCQnXv3t0T5pKUnJysLVu2qLq62rnCAABwQKf92lpdXZ2Cg4O9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\\\nIsJkZGSYPXv2GGPs7Dk3N9cMGTLEhIeHmz59+pi7777b8w0cG/v9fqAb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 frames[23] = 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 frames[24] = 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 frames[25] = 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SEhQUFCQUlJSlJeX50QL\\\nAAB0CI4G+uTJk1VXV6fi4mJt2bJFPj4+uvrqq7Vnzx6NGTNG6enpqqqqUmZmpjIyMpSfny9JWrNm\\\njWbNmqWsrCxVVVUpLS1N48ePV319vZPtAADgGJcxxjix4U8++URnnXWWysvLFRoaKun7PfadO3cq\\\nLy9Pjz/+uL788kvP8jNnzlR9fb2ysrJ06aWXKjAwUM8884xn/MQTT9Ttt9+uK6644idtv6amRmFh\\\nYaqurvZsHwDQtdiUBY7toefn5yspKUlLlixRQkKCYmJiNHv2bMXExKigoEBDhgzxWj4pKUkbN26U\\\npEOOt6WhoUE1NTVeEwAAtnAs0CsrK/X555/rq6++0meffaYNGzZo+/btSk9PV21trYKCgryWDwwM\\\nVF1dnSQdcrwt8+bNU1hYmGeKjY09+k0BAOAQxwI9ICBAkrRgwQKFhIQoKipKjzzyiP7+97/LGHPA\\\n+fD6+nqFhIRIkoKCgn50vC133XWXqqurPdPWrVuPckcAADjHsUBPSkpSa2urGhsbPfNaWlokSSef\\\nfLIKCgq8li8sLFRycrIkKTk5+UfH2xIQEKDQ0FCvCQAAWzgW6KNGjVL//v01Y8YM1dXV6dtvv9U9\\\n99yjCRMm6JJLLlFZWZkWLFigpqYm5ebmatmyZZoxY4YkacaMGVq2bJlyc3PV1NSkBQsWqLy8XBMn\\\nTnSqHQAAHOVYoPv5+ekf//iHfH19NXDgQA0aNEh9+vTRc889J7fbrZycHL3yyityu9266qqrtHDh\\\nQo0YMUKSNHLkSC1evFgzZ85URESEXnrpJa1evVo9evRwqh0AABzl2NfWnGbTVxUAAIfHpizg1q8A\\\nAFjA1+kCANivqKhIJSUlio+PV2JiotPlAFZiDx1AuyoqKlJ2drby8/OVnZ2toqIip0sCrESgA2hX\\\nJSUlcrlcMsbI5XKptLTU6ZIAKxHoANpVfHy8J8yNMYqLi3O6JMBKnEMH0K4SExM1bdo0lZaWKi4u\\\njnPoQDsh0AG0u8TERIIcaGcccgcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDo\\\nAABYgEAHAMACBDoAABbg1q8ADonnmQMdH3voAH4UzzMHOgcCHcCP4nnmQOdAoAP4UTzPHOgcOIcO\\\n4EfxPHOgcyDQARwSzzMHOj4OuQMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0\\\nAAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAAL\\\nEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFfJ0uAEDXVlRUpJKSEsXHxysxMdHpcoBOiz10AI4p\\\nKipSdna28vPzlZ2draKiIqdLAjotAh2AY0pKSuRyuWSMkcvlUmlpqdMlAZ0WgQ7AMfHx8Z4wN8Yo\\\nLi7O6ZKATqtDBHpLS4tSU1M1ffp0z7x169Zp6NChCg4OVnx8vDIzM73WycrKUkJCgoKCgpSSkqK8\\\nvLxjXDWAI5WYmKhp06Zp6NChmjZtGufQgSPQIQL9gQce0D//+U/P6z179mjMmDFKT09XVVWVMjMz\\\nlZGRofz8fEnSmjVrNGvWLGVlZamqqkppaWkaP3686uvrnWoBwGFKTEzU6NGjCXPgCDke6O+//75W\\\nrVqlyZMne+atWrVKbrdb119/vXx9fXXeeecpLS1NTz31lCTp2Wef1bRp03TmmWfKz89PGRkZioyM\\\n1IoVK5xqAwAARzka6Lt27dKVV16p5cuXKzAw0DO/oKBAQ4YM8Vo2KSlJGzdu/EnjAAB0NY59D721\\\ntVWXXnqpbrnlFp100kleY7W1tQoKCvKaFxgYqLq6up803paGhgY1NDR4XtfU1BxpCwAAdBiO7aHP\\\nmzdP3bt316xZsw4YCwoKOuB8eH19vUJCQn7S+MG2FxYW5pliY2OPQhcADkdRUZHeeustvncOHEWO\\\nBfqLL76oNWvWKDw8XOHh4Vq+fLmWL1+u8PBwJScnq6CgwGv5wsJCJScnS9Ihx9ty1113qbq62jNt\\\n3br16DcF4JC4mQzQPhwL9C+++EI1NTWqqqpSVVWVLrnkEl1yySWqqqrSpEmTVFZWpgULFqipqUm5\\\nublatmyZZsyYIUmaMWOGli1bptzcXDU1NWnBggUqLy/XxIkTD7q9gIAAhYaGek0Ajj1uJgO0D8ev\\\ncm+L2+1WTk6OXnnlFbndbl111VVauHChRowYIUkaOXKkFi9erJkzZyoiIkIvvfSSVq9erR49ejhc\\\nOYBD4WYyQPtwGWOM00U4oaamRmFhYaqurmZvHTjGioqKVFpaqri4OL5/DkfZlAU8bQ3AMZeYmEiQ\\\nA0dZhzzkDgAAfh4CHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0A\\\nAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIE\\\nOgAAFvB1ugAAHV9RUZFKSkoUHx+vxMREp8sB0Ab20AH8qKKiImVnZys/P1/Z2dkqKipyuiQAbSDQ\\\nAfyokpISuVwuGWPkcrlUWlrqdEkA2kCgA/hR8fHxnjA3xiguLs7pkgC0gXPoAH5UYmKipk2bptLS\\\nUsXFxXEOHeigCHQAh5SYmEiQAx0ch9wBALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcA\\\nwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABbwdboAAJ1b\\\nUVGRSkpKFB8fr8TERKfLAbos9tABHLaioiJlZ2crPz9f2dnZKioqcrokoMsi0AEctpKSErlcLhlj\\\n5HK5VFpa6nRJQJdFoAM4bPHx8Z4wN8YoLi7O6ZKALotz6AAOW2JioqZNm6bS0lLFxcVxDh1wEIEO\\\n4IgkJiYS5EAH4Ogh940bN2rUqFHq0aOHoqOjlZ6ert27d0uS1q1bp6FDhyo4OFjx8fHKzMz0Wjcr\\\nK0sJCQkKCgpSSkqK8vLynGgBAIAOwbFA37dvny688EKdccYZKisrU0FBgSoqKnTFFVdoz549GjNm\\\njNLT01VVVaXMzExlZGQoPz9fkrRmzRrNmjVLWVlZqqqqUlpamsaPH6/6+nqn2gEAwFGOBfqWLVt0\\\n0kkn6f7775e/v7/cbrd++9vf6oMPPtCqVavkdrt1/fXXy9fXV+edd57S0tL01FNPSZKeffZZTZs2\\\nTWeeeab8/PyUkZGhyMhIrVixwql2AABwlGOBnpiYqNWrV8vHx8czb+XKlTr11FNVUFCgIUOGeC2f\\\nlJSkjRs3StIhxwEA6Go6xNfWjDG699579frrr+vJJ59UbW2tgoKCvJYJDAxUXV2dJB1yvC0NDQ2q\\\nqanxmgAAsIXjgV5TU6MpU6boz3/+sz744AMNGTJEQUFBB5wPr6+vV0hIiCQdcrwt8+bNU1hYmGeK\\\njY09+s0AAOAQRwO9uLhYp512mmpqarR+/XrPYfTk5GQVFBR4LVtYWKjk5OSfNN6Wu+66S9XV1Z5p\\\n69atR7kbAACc41ig79mzR+edd57OOOMMvf3224qMjPSMTZo0SWVlZVqwYIGampqUm5urZcuWacaM\\\nGZKkGTNmaNmyZcrNzVVTU5MWLFig8vJyTZw48aDbCwgIUGhoqNcEAIAtHAv0559/Xlu2bNHLL7+s\\\n0NBQBQcHeya3262cnBy98sorcrvduuqqq7Rw4UKNGDFCkjRy5EgtXrxYM2fOVEREhF566SWtXr1a\\\nPXr0cKodAAAc5TLGGKeLcEJNTY3CwsJUXV3N3joAdFE2ZYHjF8UBAIAjx73cu4icwnLlFVdo+AC3\\\nRiVFOV0OAOAoYw+9C8gpLNfVS9cr66NSXb10vXIKy50uCQBwlBHoXUBecYV8XC61GCMfl0trN1c4\\\nXRIA4Cgj0LuA4QPcnjBvMUbD+rudLgkAcJRxDr0LGJUUpSXpKVq7uULD+nMOHQBsRKB3EaOSoghy\\\nALAYh9wBALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAF\\\nCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABbwdboAdBw5heXKK67Q8AFujUqKcrocAMDP\\\nwB46JH0f5lcvXa+sj0p19dL1yiksd7okAMDPQKBDkpRXXCEfl0stxsjH5dLazRVOlwQA+BkIdEiS\\\nhg9we8K8xRgN6+92uiQAwM/AOXRIkkYlRWlJeorWbq7QsP6cQweAzoZAh8eopCiCHAA6KQ65AwBg\\\nAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAH\\\nAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAW6NSBvmvX\\\nLk2YMEHh4eGKjIzUzTffrObmZqfLAgDgmOvUgT516lQFBwdrx44dys/P17vvvqv58+c7XRYAAMec\\\nyxhjnC7icHz99dcaOHCgtm/frl69ekmSVqxYodtvv13ffPPNIdevqalRWFiYqqurFRoa2t7ltquc\\\nwnLlFVdo+AC3RiVFOV0OAHQaNmVBp91DLygoUI8ePTxhLklJSUnasmWLqqqqnCvsGMspLNfVS9cr\\\n66NSXb10vXIKy50uCQDggE4b6LW1tQoKCvKaFxgYKEmqq6s7YPmGhgbV1NR4TTbIK66Qj8ulFmPk\\\n43Jp7eYKp0sCADig0wZ6UFCQ6uvrvebtfx0SEnLA8vPmzVNYWJhnio2NPSZ1trfhA9yeMG8xRsP6\\\nu50uCQDggE57Dv2rr77SoEGDVFZWpqio788br1ixQrfeequ2bt16wPINDQ1qaGjwvK6pqVFsbKwV\\\n501yCsu1dnOFhvXnHDoA/Bw2nUPvtIEuSWeffbb69OmjZ555Rrt379a4ceM0ZcoUzZ0795Dr2vQh\\\nAgAOj01Z0GkPuUvSypUr1dzcrPj4eA0dOlQXXHCB7rvvPqfLAgDgmPN1uoAjERUVpVdeecXpMgAA\\\ncFyn3kMHAADf69R76OCmMgCA77GH3olxUxkAwH4EeifGTWUAAPsR6J0YN5UBAOzHOfRObFRSlJak\\\np3BTGQAAgd7ZjUqKIsgBABxyBwDABgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgA\\\nAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg\\\n0AEAsACBDgCABXydLgAdX05hufKKKzR8gFujkqKcLgcA0Ab20PGjcgrLdfXS9cr6qFRXL12vnMJy\\\np0sCALSBQMePyiuukI/LpRZj5ONyae3mCqdLAgC0gUDHjxo+wO0J8xZjNKy/2+mSAABt4Bw6ftSo\\\npCgtSU/R2s0VGtafc+gA0FER6DikUUlRBDkAdHAccgcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxA\\\noAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABXg4SxeRU1iuvOIKDR/AE9MAwEbs\\\noXcBOYXlunrpemV9VKqrl65XTmG50yUBAI4yAr0LyCuukI/LpRZj5ONyae3mCqdLAgAcZQR6FzB8\\\ngNsT5i3GaFh/t9MlAQCOMs6hdwGjkqK0JD1FazdXaFh/zqEDgI0I9C5iVFIUQQ4AFnPskHtpaakm\\\nTZqknj17KjIyUhMmTFBJSYln/Msvv9TIkSMVEhKiXr166dFHH/Va/+9//7uGDBmioKAgnXjiiXrj\\\njTeOdQsAAHQYjgX6hAkT1KNHD5WWlqq0tFRut1vjx4+XJDU1NWns2LE67bTTVFFRoTfffFNPPfWU\\\nXnnlFUnSV199pcmTJ+uhhx5SdXW1HnjgAV188cXavn27U+0AAOAoRwJ9z549io6O1kMPPaSgoCAF\\\nBwfrpptu0qZNm7Rnzx794x//0M6dO/Xggw/K399fp5xyim688UYtWrRIkpSVlaWzzz5bEyZMkK+v\\\nry6++GKde+65euaZZ5xoBwAAx7XbOfR9+/YddI85JiZGb731lte8lStXKi4uThERESooKNCgQYPk\\\n7+/vGU9KStK8efMkSQUFBRoyZIjX+klJSdq4ceNB62loaFBDQ4PndXV1tSSppqbm5zUGALDG/gww\\\nxjhcyZFrt0Bft26dRowY0ebYq6++qgkTJnheP/300/rDH/6g1157TZJUW1uroKAgr3UCAwNVV1f3\\\nk8bbMm/ePD3wwAMHzI+Njf1J/QAA7FVbW6uwsDCnyzgi7Rboqamph/yLp7GxURkZGcrOztabb77p\\\n+QMgKChI9fX1XsvW19crJCTkJ4235a677tItt9zieV1VVaV+/fppy5Ytnf5D/ClqamoUGxurrVu3\\\nKjQ01Olyjomu1nNX61fqej13tX6l9u/ZGKPa2lr16tXrqL/3sebY19Z2796tcePGqaGhQevXr1d8\\\nfLxnLDk5WV9++aWam5vl6/t9iYWFhUpOTvaMf/rpp17vV1hYqJSUlINuLyAgQAEBAQfMDwsL6zL/\\\nMCQpNDS0S/Urdb2eu1q/Utfruav1K7Vvz7bs1DlyUVxTU5NGjx6tsLAw/etf//IKc0kaMWKEIiMj\\\ndeedd+q7777Txo0btXDhQl155ZWSpMsuu0xr1qzRyy+/rObmZr388stas2aNLrvsMifaAQDAcY7s\\\nob/++uv69NNP1b17d/Xs2dNrrLCwUH379tU777yj66+/XtHR0QoODtaNN96o6dOnS5JOOOEE/fWv\\\nf9Udd9yhK6+8Uv369dOqVas0aNAgB7oBAMB5jgT6pEmTDnl+PSEhQW+//fZBx0ePHq3Ro0cfdg0B\\\nAQGaM2dOm4fhbdTV+pW6Xs9drV+p6/Xc1fqVumbPh8tlbLhWHwCALo6nrQEAYAECHQAACxDoAABY\\\nwPpA56lu0q5duzRhwgSFh4crMjJSN998s5qbm50u67Bt3LhRo0aNUo8ePRQdHa309HTt3r1b0vd3\\\nKBw6dKiCg4MVHx+vzMxMr3WzsrKUkJCgoKAgpaSkKC8vz4kWDltLS4tSU1M93/iQ7O25srJS6enp\\\ncrvdioiI0IQJE7Rz505Jdvb86aef6pxzzlF4eLhiYmJ00003eW5XbVu/3377rRISErRmzRrPvCPp\\\nsaWlRbfddpuioqIUEhKiX//6157flS7FWO6kk04yV155pamrqzO1tbVmxowZJjk52RhjTGNjoxk4\\\ncKC54447TENDg/n0009Nr169zMsvv2yMMebLL7803bt3N6+++qppamoyK1asMMcdd5zZtm2bky39\\\nbKmpqSYtLc3s3bvXFBcXm8GDB5vHH3/c6bIOS319vYmJiTH333+/aWhoMLt37zZjxowxY8eONZWV\\\nlaZHjx5m0aJFpqmpybz33nsmJCTErFu3zhhjTG5urgkJCTEffvihaWxsNE888YSJjIw0e/fudbir\\\nn+6+++4z3bp1M5dffrkxxljdc2pqqpk4caLZs2ePqampMZMmTTIXXXSRlT23tLSYmJgY8+STT5qW\\\nlhazdetWk5iYaB588EHr+v3www/NgAEDjCSTm5trjDny3+O5c+eaX/ziF2bLli2murraTJ061YwZ\\\nM8apFh1jdaBXVlaa0aNHmx07dnjmbdy40UgylZWVJicnxwQHB5uGhgbP+GOPPWbOOeccY4wx99xz\\\njxk1apTXe15wwQXm/vvvPzYNHAVfffWVkWS2b9/umZednW369u3rYFWH74svvjAXXHCBaW5u9sz7\\\n29/+ZkJDQ82SJUvMwIEDvZa/9tprTXp6ujHGmLS0NHP11Vd7jZ9wwgnmueeea//Cj4L33nvPJCUl\\\nmd/85jeeQLe15/Xr15vu3bub6upqz7yKigqzadMmK3vevXu3kWTmz59vmpubzdatW82JJ55o/vCH\\\nP1jV7wsvvGD69u1rsrOzvQL9SHvs06ePWbZsmWesrKzMuFwuU1xc3I7ddDyd/pD7vn379PXXX7c5\\\n+fv766233lJMTIxn+Z/yVLf9T207nKe6dTQFBQXq0aOH132Kk5KStGXLFlVVVTlX2GFKTEzU6tWr\\\n5ePj45m3cuVKnXrqqYf8vDrz57lr1y5deeWVWr58uQIDAz3zbe05Pz9fSUlJWrJkiRISEhQTE6PZ\\\ns2crJibGyp7dbrcyMjI0e/ZsBQQEKDY2VoMGDVJGRoZV/Y4ePVrFxcWaOnWq1/wj6bG6ulrbtm3z\\\nGo+KilJERIQ+//zzduqkY+r0gb5u3ToNHDiwzSknJ8dr2f1PdVuyZImk9nmqW0dzsB4kdao+2mKM\\\n0b333qvXX39dTz75pLWfZ2trqy699FLdcsstOumkk7zGbO25srJSn3/+ub766it99tln2rBhg7Zv\\\n36709HQre25tbdVxxx2nRYsWae/evdq0aZMKCws1Z84cq/qNjo72PJ/jh46kx9raWknqND+D9uTY\\\nw1mOlo72VLeO5mA9SOpUffy3mpoaXXHFFfrkk0/0wQcfeC5c/O+jDj/l84yMjDxWZR+WefPmqXv3\\\n7po1a9YBY7b2vP+uYAsWLFD37t0VEhKiRx55REOHDtUVV1xxWP9uO3LPr776qlatWqUvvvhCkjR4\\\n8GDNmTNHN954oy699FIrP+MfOpLf4/1B3tn/X300dPo99EPZvXu3zj33XOXl5Wn9+vVez2j/4VPd\\\n9vvvp7oVFBR4vd8PxzuD5ORkVVRUqLy83DOvsLBQffr06bRPGCouLtZpp52mmpoarV+/3nOo7VCf\\\nV2f9PF988UWtWbNG4eHhCg8P1/Lly7V8+XKFh4db23NSUpJaW1vV2NjomdfS0iJJOvnkk63recuW\\\nLZ4r2vfz8/OTv7+/tZ/xDx1JjxEREerdu7fXeFlZmSorKzvVz+CocPokfntqbGw0v/zlL83o0aNN\\\nfX39AeNNTU0mPj7ezJ492+zbt89s2LDB9OrVyzz//PPGGGP+85//mO7du5sVK1Z4rnLv3r27KSoq\\\nOsadHJmzzjrLTJs2zdTU1JjNmzebwYMHmzlz5jhd1mGprKw0ffv2NdOnTzctLS1eY7t37zbh4eFm\\\n/vz5prGx0bz//vsmJCTEvP/++8YYY959913P68bGRjN//nwTERFhKioqnGjlsF1++eWei+Js7bmx\\\nsdEkJCSYyZMnm9raWrNr1y5z3nnnmYkTJ1rZc0FBgQkICDCPPPKIaW5uNsXFxWbIkCHm1ltvtbJf\\\nY4zXRXFH2uO9995rkpOTzebNm01NTY2ZOnWqOffccx3qzDlWB/qqVauMJNO9e3cTFBTkNX3zzTfG\\\nmO+vAv/Vr35lwsLCTO/evc1jjz3m9R5vvfWWOemkk0xwcLAZPHiwefPNN51o5YiUlZWZKVOmGLfb\\\nbXr27Glmz57tdZV4Z/I///M/RpIJDAw84DM1xpiPP/7YnHHGGSYkJMT0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 frames[27] = 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L1dwcLCk7/fYd+/erdzc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\\\nAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxA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 frames[28] = 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 frames[29] = 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AAs4GuhVVVXKyMiQ2+1W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\\\nC7IpC7rtFnphYaF6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 frames[31] = 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 frames[33] = 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AAALEOgAAFiAQAcAwAKO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\\\n\"\n  frames[34] = 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 frames[35] = 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 frames[37] = 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 frames[38] = 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AJxwLmOMcbqII/H111+rf//+2rFjh3r16iVJWrlypW655RZ98803h92/trZW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\\\n0oSFhZnevXubBx980Os93n77bTNo0CATHBxsBgwYYN566y0nWjkq5eXl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 frames[39] = 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 frames[40] = 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srOzJUmbNm3SzJkzlZaW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\\\nVnBwsHuKjo6+LHUC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 frames[43] = 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 frames[44] = 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 frames[46] = 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3XHHHTp27JgGDx6s5ORk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\\\nWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgA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 frames[48] = 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7NkjLy8v3XXXXTp27JgG\\\nDBigxMREFRUVKSkpSdOnT1dGRoYkaePGjZoyZYqSk5NVVFSk0aNHa/DgwSovL3eyHQAAHOMyxhgn\\\nPvjLL79Uz549VVBQoMDAQEnfH7EfPHhQ6enpeuqpp7Rjxw739pMmTVJ5ebmSk5M1ZswY+fr66sUX\\\nX3SPX3nllXrwwQc1fvz4s/r8kpISBQUFqbi42P35AIDGxaYscOwIPSMjQ/Hx8Vq+fLliY2MVGRmp\\\nmTNnKjIyUpmZmerSpYvH9vHx8dq6dasknXG8LhUVFSopKfFYAACwhWOBfvToUW3btk07d+7Uv/71\\\nL3399dfav3+/EhMTVVpaKj8/P4/tfX19VVZWJklnHK/LokWLFBQU5F6ioqIufFMAADjEsUD38fGR\\\nJC1ZskQBAQFq1aqVFi5cqL/97W8yxpxyPby8vFwBAQGSJD8/vx8dr8usWbNUXFzsXvbu3XuBOwIA\\\nwDmOBXp8fLxqa2tVWVnpXldTUyNJuvrqq5WZmemxfVZWlhISEiRJCQkJPzpeFx8fHwUGBnosAADY\\\nwrFA79evnzp06KAJEyaorKxMhw8f1iOPPKIhQ4bo9ttvV35+vpYsWaKqqiqlpaUpJSVFEyZMkCRN\\\nmDBBKSkpSktLU1VVlZYsWaKCggINHTrUqXYAAHCUY4Hu7e2tv//972ratKk6duyoTp06qW3btnr5\\\n5ZcVFham1NRUvf322woLC9Odd96ppUuXqk+fPpKkvn37atmyZZo0aZJCQkL05ptvav369QoNDXWq\\\nHQAAHOXY19acZtNXFQAA58amLODRrwAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBg\\\nAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAH\\\nAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAA\\\ngQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMA\\\nYAECHQAACxDoAABYgEAHAMACTZ0uAIAdsrOzlZubq5iYGMXFxTldDtDocIQO4LxlZ2dr5cqVysjI\\\n0MqVK5Wdne10SUCjQ6ADOG+5ublyuVwyxsjlcikvL8/pkoBGh0AHcN5iYmLcYW6MUXR0tNMlAY0O\\\n19ABnLe4uDiNGjVKeXl5io6O5ho64AACHcAFERcXR5ADDuKUOwAAFiDQAQCwQL0I9JqaGvXu3Vvj\\\nxo1zr9u8ebN69Oghf39/xcTEKCkpyWOf5ORkxcbGys/PT926dVN6evolrhoAgPqjXgT6vHnz9Omn\\\nn7pfHzt2TAMGDFBiYqKKioqUlJSk6dOnKyMjQ5K0ceNGTZkyRcnJySoqKtLo0aM1ePBglZeXO9UC\\\nAACOcjzQP/nkE61Zs0bDhw93r1uzZo3CwsJ03333qWnTprr55ps1evRoPf/885Kkl156SaNGjdKN\\\nN94ob29vTZ8+XeHh4Vq1apVTbQAA4ChHA/3QoUOaOHGiVqxYIV9fX/f6zMxMdenSxWPb+Ph4bd26\\\n9azGAQBobBz72lptba3GjBmjGTNm6KqrrvIYKy0tlZ+fn8c6X19flZWVndV4XSoqKlRRUeF+XVJS\\\ncr4tALiAeBY8cH4cO0JftGiRmjdvrilTppwy5ufnd8r18PLycgUEBJzV+Ok+LygoyL1ERUVdgC4A\\\nXAg8Cx44f44F+uuvv66NGzcqODhYwcHBWrFihVasWKHg4GAlJCQoMzPTY/usrCwlJCRI0hnH6zJr\\\n1iwVFxe7l7179174pgCcE54FD5w/xwL9m2++UUlJiYqKilRUVKTbb79dt99+u4qKijRs2DDl5+dr\\\nyZIlqqqqUlpamlJSUjRhwgRJ0oQJE5SSkqK0tDRVVVVpyZIlKigo0NChQ0/7eT4+PgoMDPRYANQP\\\nPAseOH/18tGvYWFhSk1N1dSpUzVnzhy1bNlSS5cuVZ8+fSRJffv21bJlyzRp0iTt27dPnTt31vr1\\\n6xUaGupw5QDOBc+CB86fyxhjnC7CCSUlJQoKClJxcTFH6wDQSNmUBY5/Dx0AAJw/Ah0AAAsQ6AAA\\\nWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAL1crY1APVH\\\ndna2cnNzFRMTwyxoQD3GETqA08rOztbKlSuVkZGhlStXKjs72+mSAJwGgQ7gtHJzc+VyuWSMkcvl\\\nUl5entMlATgNAh3AacXExLjD3Bij6Ohop0sCcBpcQwdwWnFxcRo1apTy8vIUHR3NNXSgHiPQAfyo\\\nuLg4ghxoADjlDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUI\\\ndAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAA\\\nCxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAk2d\\\nLgCA3bKzs5Wbm6uYmBjFxcU5XQ5gLY7QAVw02dnZWrlypTIyMrRy5UplZ2c7XRJgLUcDfevWrerX\\\nr59CQ0MVERGhxMREHTlyRJK0efNm9ejRQ/7+/oqJiVFSUpLHvsnJyYqNjZWfn5+6deum9PR0J1oA\\\n8CNyc3PlcrlkjJHL5VJeXp7TJQHWcizQT5w4oVtvvVU33HCD8vPzlZmZqcLCQo0fP17Hjh3TgAED\\\nlJiYqKKiIiUlJWn69OnKyMiQJG3cuFFTpkxRcnKyioqKNHr0aA0ePFjl5eVOtQOgDjExMe4wN8Yo\\\nOjra6ZIAa7mMMcaJD87Ozta0adO0bt06eXl5SZLee+893XHHHfrTn/6kp556Sjt27HBvP2nSJJWX\\\nlys5OVljxoyRr6+vXnzxRff4lVdeqQcffFDjx48/q88vKSlRUFCQiouLFRgYeGGbAyxwoa59Z2dn\\\nKy8vT9HR0VxDR71jUxY4doQeFxen9evXu8NcklavXq2uXbsqMzNTXbp08dg+Pj5eW7dulaQzjgM4\\\nPxfy2ndcXJz69+9PmAMXWb24Kc4Yo0cffVRr167Vs88+q9LSUvn5+Xls4+vrq7KyMkk643hdKioq\\\nVFJS4rEAqBvXvoGGx/FALykp0YgRI/TGG2/oH//4h7p06SI/P79TroeXl5crICBAks44XpdFixYp\\\nKCjIvURFRV34ZgBLcO0baHgcDfScnBx1795dJSUl2rJli/s0ekJCgjIzMz22zcrKUkJCwlmN12XW\\\nrFkqLi52L3v37r3A3QD2iIuL06hRo9SjRw+NGjWK0+VAA+BYoB87dkw333yzbrjhBm3YsEHh4eHu\\\nsWHDhik/P19LlixRVVWV0tLSlJKSogkTJkiSJkyYoJSUFKWlpamqqkpLlixRQUGBhg4detrP8/Hx\\\nUWBgoMcC4PS49g00LI4F+iuvvKI9e/borbfeUmBgoPz9/d1LWFiYUlNT9fbbbyssLEx33nmnli5d\\\nqj59+kiS+vbtq2XLlmnSpEkKCQnRm2++qfXr1ys0NNSpdgAAcJRjX1tzmk1fVQAAnBubssDxm+IA\\\nAMD5I9ABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALNHW6AAAN14WakQ3A+eMIHcA5uZAzsgE4fwQ6\\\ngHPCjGxA/UKgAzgnzMgG1C9cQwdwTk7OyJaXl6fo6GiuoQMOI9AbidSsAqXnFOr6y8PUL76V0+XA\\\nEnFxcQQ5UE9wyr0RSM0q0F2vbVHy53m667UtSs0qcLokAMAFRqA3Auk5hfJyuVRjjLxcLm3aVeh0\\\nSQCAC4xAbwSuvzzMHeY1xui6DmFOlwQAuMC4ht4I9ItvpeWJ3bRpV6Gu68A1dACwEYHeSPSLb0WQ\\\nA4DFOOUOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsAAPloEHZmUDgIaJ\\\nI3S4MSsbADRcBDrcmJUNABouAh1uzMoGAA0X19AtcSGufTMrGwA0XC5jjHG6CCeUlJQoKChIxcXF\\\nCgwMdLqc83Ly2vfJI+vlid0IYwA4CzZlAafcLcC1bwAAgW4Brn0DALiGbgGufQMACHRL9ItvRZAD\\\nQCPGKXcAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGAB\\\nAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALBAgw70Q4cOaciQIQoODlZ4eLimTZum6upqp8sCAOCS\\\na9CBPnLkSPn7++vAgQPKyMjQRx99pMWLFztdFgAAl5zLGGOcLuJcfPvtt+rYsaP279+v1q1bS5JW\\\nrVqlBx98ULt37z7j/iUlJQoKClJxcbECAwMvdrkAgHrIpixosEfomZmZCg0NdYe5JMXHx2vPnj0q\\\nKipyrjAAABzQ1OkCzlVpaan8/Pw81vn6+kqSysrKFBwc7DFWUVGhiooK9+uSkpKLXiMAAJdKgz1C\\\n9/PzU3l5uce6k68DAgJO2X7RokUKCgpyL1FRUZekTgAALoUGG+gJCQkqLCxUQUGBe11WVpbatm2r\\\noKCgU7afNWuWiouL3cvevXsvZbkAAFxUDTbQO3bsqJ49e2ratGkqLS1Vbm6u5s+fr4kTJ9a5vY+P\\\njwIDAz0WAABs0WADXZJWr16t6upqxcTEqEePHrrlllv02GOPOV0WAACXXIO9KU6SWrVqpbffftvp\\\nMgAAcFyDPkIHAADfI9ABALAAgQ4AgAUIdAAALECgAwBggQZ9lzsunNSsAqXnFOr6y8PUL76V0+UA\\\nAH4ijtCh1KwC3fXaFiV/nqe7Xtui1KyCM+8EAKhXCHQoPadQXi6XaoyRl8ulTbsKnS4JAPATEejQ\\\n9ZeHucO8xhhd1yHM6ZIAAD8R19ChfvGttDyxmzbtKtR1HbiGDgANEYEOSd+HOkEOAA0Xp9wBALAA\\\ngQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMA\\\nYAECHQAACzDbWgORmlWg9JxCXX8505sCAE7FEXoDkJpVoLte26Lkz/N012tblJpV4HRJAIB6hkBv\\\nANJzCuXlcqnGGHm5XNq0q9DpkgAA9QyB3gBcf3mYO8xrjNF1HcKcLgkAUM9wDb0B6BffSssTu2nT\\\nrkJd14Fr6ACAUxHoDUS/+FYEOQDgtDjlDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIC73BsJHh0L\\\nAHbjCL0R4NGxAGA/Ar0R4NGxAGA/Ar0R4NGxAGA/rqE3Ajw6FgDsR6A3Ejw6FgDsxil3AAAsQKAD\\\nAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAccCPS8vT8OGDVPL\\\nli0VHh6uIUOGKDc31z2+Y8cO9e3bVwEBAWrdurWeeOIJj/3/9re/qUuXLvLz89OVV16pdevWXeoW\\\nAACoNxwL9CFDhig0NFR5eXnKy8tTWFiYBg8eLEmqqqrSwIED1b17dxUWFur999/X888/r7fffluS\\\ntHPnTg0fPlzz589XcXGx5s2bp9/+9rfav3+/U+0AAOAoRwL92LFjioiI0Pz58+Xn5yd/f39NnTpV\\\n27dv17Fjx/T3v/9dBw8e1O9//3s1a9ZM11xzje6//34999xzkqTk5GT94he/0JAhQ9S0aVP99re/\\\nVa9evfTiiy860Q4AAI67aLOtnThx4rRHzJGRkfrggw881q1evVrR0dEKCQlRZmamOnXqpGbNmrnH\\\n4+PjtWjRIklSZmamunTp4rF/fHy8tm7detp6KioqVFFR4X5dXFwsSSopKflpjQEArHEyA4wxDldy\\\n/i5aoG/evFl9+vSpc+ydd97RkCFD3K9feOEF/fGPf9R7770nSSotLZWfn5/HPr6+viorKzur8bos\\\nWrRI8+bNO2V9VFTUWfUDALBXaWmpgoKCnC7jvFy0QO/du/cZ/+KprKzU9OnTtXLlSr3//vvuPwD8\\\n/PxUXl7usW15ebkCAgLOarwus2bN0owZM9yvi4qK1L59e+3Zs6fB/xLPRklJiaKiorR3714FBgY6\\\nXc4l0dh6bmz9So2v58bWr3TxezbGqLS0VK1bt77g732pXbRAP5MjR45o0KBBqqio0JYtWxQTE+Me\\\nS0hI0I4dO1RdXa2mTb8vMSsrSwkJCe7xr776yuP9srKy1K1bt9N+no+Pj3x8fE5ZHxQU1Gj+w5Ck\\\nwMDARtWv1Ph6bmz9So2v58bWr3Rxe7bloM6Rm+KqqqrUv39/BQUF6Z///KdHmEtSnz59FB4erocf\\\nfljfffedtm7dqqVLl2rixImSpDvuuEMbN27UW2+9perqar311lvauHGj7rjjDifaAQDAcY4coa9d\\\nu1ZfffWVmjdvrpYtW3qMZWVlqV27dvrwww913333KSIiQv7+/rr//vs1btw4SdIVV1yhd999Vw89\\\n9JAmTpyo9u3ba82aNerUqZMD3QAA4DxHAn3YsGFnvL4eGxurDRs2nHa8f//+6t+//znX4OPjo7lz\\\n59Z5Gt5Gja1fqfH13Nj6lRpfz42tX6lx9nyuXMaGe/UBAGjkeJY7AAAWINABALAAgQ4AgAWsD3Rm\\\ndZMOHTqkIUOGKDg4WOHh4Zo2bZqqq6udLuucbd26Vf369VNoaKgiIiKUmJioI0eOSPr+CYU9evSQ\\\nv7+/YmJilJSU5LFvcnKyYmNj5efnp27duik9Pd2JFs5ZTU2Nevfu7f7Gh2Rvz0ePHlViYqLCwsIU\\\nEhKiIUOG6ODBg5Ls7Pmrr77STTfdpODgYEVGRmrq1Knux1Xb1u/hw4cVGxurjRs3utedT481NTX6\\\n3e9+p1atWikgIEC//vWv3f9WGhVjuauuuspMnDjRlJWVmdLSUjNhwgSTkJBgjDGmsrLSdOzY0Tz0\\\n0EOmoqLCfPXVV6Z169bmrbfeMsYYs2PHDtO8eXPzzjvvmKqqKrNq1SrTokULs2/fPidb+sl69+5t\\\nRo8ebY4fP25ycnJM586dzVNPPeV0WeekvLzcREZGmjlz5piKigpz5MgRM2DAADNw4EBz9OhRExoa\\\nap577jlTVVVlPv74YxMQEGA2b95sjDEmLS3NBAQEmM8++8xUVlaaZ555xoSHh5vjx4873NXZe+yx\\\nx0yTJk3M2LFjjTHG6p579+5thg4dao4dO2ZKSkrMsGHDzG233WZlzzU1NSYyMtI8++yzpqamxuzd\\\nu9fExcWZ3//+99b1+9lnn5nLL7/cSDJpaWnGmPP/d/z444+bn/3sZ2bPnj2muLjYjBw50gwYMMCp\\\nFh1jdaAfPXrU9O/f3xw4cMC9buvWrUaSOXr0qElNTTX+/v6moqLCPf7kk0+am266yRhjzCOPPGL6\\\n9evn8Z633HKLmTNnzqVp4ALYuXOnkWT279/vXrdy5UrTrl07B6s6d99884255ZZbTHV1tXvdX//6\\\nVxMYGGiWL19uOnbs6LH9PffcYxITE40xxowePdrcddddHuNXXHGFefnlly9+4RfAxx9/bOLj481v\\\nfvMbd6Db2vOWLVtM8+bNTXFxsXtdYWGh2b59u5U9HzlyxEgyixcvNtXV1Wbv3r3myiuvNH/84x+t\\\n6vfVV1817dq1MytXrvQI9PPtsW3btiYlJcU9lp+fb1wul8nJybmI3dQ/Df6U+4kTJ/Ttt9/WuTRr\\\n1kwffPCBIiMj3dufzaxuJ2dtO5dZ3eqbzMxMhYaGejynOD4+Xnv27FFRUZFzhZ2juLg4rV+/Xl5e\\\nXu51q1evVteuXc/4+2rIv89Dhw5p4sSJWrFihXx9fd3rbe05IyND8fHxWr58uWJjYxUZGamZM2cq\\\nMjLSyp7DwsI0ffp0zZw5Uz4+PoqKilKnTp00ffp0q/rt37+/cnJyNHLkSI/159NjcXGx9u3b5zHe\\\nqlUrhYSEaNu2bRepk/qpwQf65s2b1bFjxzqX1NRUj21Pzuq2fPlySRdnVrf65nQ9SGpQfdTFGKNH\\\nH31Ua9eu1bPPPmvt77O2tlZjxozRjBkzdNVVV3mM2drz0aNHtW3bNu3cuVP/+te/9PXXX2v//v1K\\\nTEy0sufa2lq1aNFCzz33nI4fP67t27crKytLc+fOtarfiIgI9/wcP3Q+PZaWlkpSg/kZXEyOTc5y\\\nodS3Wd3qm9P1IKlB9fF/lZSUaPz48fryyy/1j3/8w33j4v8963A2v8/w8PBLVfY5WbRokZo3b64p\\\nU6acMmZrzyefCrZkyRI1b95cAQEBWrhwoXr06KHx48ef03+39bnnd955R2vWrNE333wjSercubPm\\\nzp2r+++/X2PGjLHyd/xD5/Pv+GSQN/T/r74QGvwR+pkcOXJEvXr1Unp6urZs2eIxR/sPZ3U76f/O\\\n6paZmenxfj8cbwgSEhJUWFiogoIC97qsrCy1bdu2wc4wlJOTo+7du6ukpERbtmxxn2o70++rof4+\\\nX3/9dW3cuFHBwcEKDg7WihUrtGLFCgUHB1vbc3x8vGpra1VZWeleV1NTI0m6+uqrret5z5497jva\\\nT/L29lazZs2s/R3/0Pn0GBISojZt2niM5+fn6+jRow3qZ3BBOH0R/2KqrKw0P//5z03//v1NeXn5\\\nKeNVVVUmJibGzJw505w4ccJ8/fXXpnXr1uaVV14xxhjzn//8xzRv3tysWrXKfZd78+bNTXZ29iXu\\\n5Pz07NnTjBo1ypSUlJhdu3aZzp07m7lz5zpd1jk5evSoadeunRk3bpypqanxGDty5IgJDg42ixcv\\\nNpWVleaTTz4xAQEB5pNPPjHGGPPRRx+5X1dWVprFixebkJAQU1hY6EQr52zs2LHum+Js7bmystLE\\\nxsaa4cOHm9LSUnPo0CFz8803m6FDh1rZc2ZmpvHx8TELFy401dXVJicnx3Tp0sU88MADVvZrjPG4\\\nKe58e3z00UdNQkKC2bVrlykpKTEjR440vXr1cqgz51gd6GvWrDGSTPPmzY2fn5/Hsnv3bmPM93eB\\\n/+pXvzJBQUGmTZs25sknn/R4jw8++MBcddVVxt/f33Tu3Nm8//77TrRyXvLz882IESNMWFiYadmy\\\npZk5c6bHXeINyZ/+9Ccjyfj6+p7yOzXGmC+++MLccMMNJiAgwHTo0MH9x9lJr7/+uomLizN+fn7m\\\n2muvNZs2bXKgi/Pzw0A3xt6e9+/fb0aOHGkiIiJMcHCwSUxMNMeOHTPG2Nlzamqq6dGjhwkKCjLt\\\n2rUzs2fPdn8Dx8Z+fxjoxpxfj5WVleahhx4ybdq0MYGBgebXv/61KSgouESd1B9MzgIAgAWsv4YO\\\nAEBjQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAAL\\\nEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAA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 frames[49] = 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 frames[50] = 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 frames[53] = 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Y8aM0YEDByRJmzdvVnJy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\\\nfn5+5sILLzSbNm1yoItT8/1AN8benvft22cmTJhgwsPDTXBwsElJSTHl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 frames[54] = 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KOiY7RctWqSQkBD3LSYm5qyMEwCAs6HNBj0pKUnl5eUqK/vPKVoFBQXq3r27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\\\n5v7773efgWPjfL8bdGNOb45Hjhwx9957r+nWrZsJDg42P//5z01ZWdlZ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 frames[56] = 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CAhQdXW1x7zjr4OCgk5afuHChQoJCXFPMTEx56VOAADOh1Yb6ElJSSopKVFx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\\\nMdCNObMea2trzYMPPmi6dOligoODzS9/+UtTXFx8njppOXg4CwAAFrD+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 frames[58] = 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FxAQIEmqqqpSWFiYx1hNTY1qamrcjysqKlq8RgAATpY2u4ceGBio6upqj3VN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\\\nMJOWlmYOHDhgjLGz56ysLDNw4EATGhpqevToYWbNmuX+Bo6N/f440I05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 frames[59] = 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 frames[63] = 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7RsaGlRTU+N1s9H5p7o9MW8xRuf1cTs9JADASeDr9ACOVlBQkOrr672WHbgf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\\\nuWbt2rUOzOLYfDfoxtg75+3bt5sJEyaY6OhoEx4ebjIyMszevXuNMXbO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WpoqKiqUkZGh9PR0bdy4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\\\nZ8+eKi4uVqdOPxwn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 frames[68] = 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 frames[69] = 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wAIEOgAAFiDQAQCwAIEO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\\\nXrEuPZv5zQGgLWi1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 frames[70] = 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 frames[71] = 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RpJOON6SBQsWKDg42HOJ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\\\nfnUfl0sbd5Y7PSUA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O960aZOuuOIKlZSUKDg4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\\\nAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg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 frames[73] = 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Dz0rK0sJCQlatmyZ4uLi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\\\nc2NTC5r0HjoAAPgO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 frames[77] = 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 frames[79] = 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 frames[80] = 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 frames[81] = 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 frames[82] = 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SpScnCy3263w8HCNHj1a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\\\nsLAwr7Hq6mpVV1d7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 frames[83] = 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TjXYQO/QoYN69eqlhx56SKWlpcrNzdWsWbM0YcKEWrf38/NTcHCwxwIAgC0a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\\\nAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACB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 frames[84] = 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bNgwJScnq6ysTGlpaUpN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\\\nBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDA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 frames[85] = 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 frames[88] = 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 frames[90] = 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 frames[91] = 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Dg4+6vHz5s3TrFmzzsrYWjoujQoALU+L3eWemJio0tJSlZT834e28vLy1KVL\\\nF4WGhh71+OnTp6uiosJ927lz59kcLgAAZ1SLDXqPHj105ZVX6p577lFVVZUKCws1e/ZsTZo0qcnH\\\n+/v7KyQkxOMGAIAtWmzQJWnlypWqr69XbGys+vfvr1//+teaMWOG08MCAOCsa7HH0CWpY8eOWrFi\\\nhdPDAADAcS16Cx0AAPyAoAMAYAGCDgCABQg6AAAWIOgAAFiAoAMAYAGCDgCABQg6AAAWIOgAAFiA\\\noAMAYAGCDgCABQg6AAAWIOgAAFigRV9tDc1LVl6J1hWU6rJzXRqa0NHp4QBAq8IWOk6LrLwS3fLS\\\nZmV8XKRbXtqsrLwSp4cEAK0KQcdpsa6gVN5eXmowRt5eXlq/vdTpIQFAq0LQcVpcdq7LHfMGY3Rp\\\nd5fTQwKAVoVj6DgthiZ01OKUflq/vVSXducYOgCcbQQdp83QhI6EHAAcwi53AAAsQNABALAAQQcA\\\nwAIEHQAACxB0AAAsQNABALAAX1trJTjPOgDYjS30VoDzrAOA/Qh6K8B51gHAfgS9FeA86wBgP46h\\\ntwKcZx0A7EfQWwnOsw4AdmOXOwAAFiDoAABYgKADAGABgg4AgAUIOgAAFiDoAABYgKADAGABgg4A\\\ngAUIOgAAFiDoAABYgKADAGABgg4AgAUIOgAAFiDoAABYgKADAGABgg4AgAUIOgAAFiDoAABYgKAD\\\nAGABgg4AgAUcC3pRUZHGjh2rDh06KCIiQqNHj1ZhYaF7/VdffaUhQ4YoODhYnTp10pNPPunx/Lfe\\\neku9e/dWYGCgzj//fK1evfpsTwEAgGbDsaCPHj1a7du3V1FRkYqKiuRyuTRq1ChJUl1dnUaMGKGL\\\nL75YpaWlevPNN7Vw4UKtWLFCkvT1119r3Lhxmj17tioqKjRr1ixdf/312r17t1PTAQDAUY4E/cCB\\\nA4qMjNTs2bMVGBiooKAg3X333dq2bZsOHDigf/3rX9q7d6+eeOIJ+fn56YILLtBdd92l5557TpKU\\\nkZGhX/7ylxo9erR8fHx0/fXXa8CAAXr++eedmA4AAI7zOVMvfOjQoWNuMUdFRentt9/2WLZy5UrF\\\nxMQoPDxcubm56tmzp/z8/NzrExISNG/ePElSbm6uevfu7fH8hIQEbd269Zjjqa2tVW1trft+RUWF\\\nJKmysvLnTQwAYI0jDTDGODySU3fGgr5hwwYNGjSoyXWvvfaaRo8e7b7/17/+VX/84x/1+uuvS5Kq\\\nqqoUGBjo8ZyAgABVV1ef0PqmzJs3T7NmzTpqeXR09AnNBwBgr6qqKoWGhjo9jFNyxoI+cODA4/7F\\\nc/jwYaWlpWnZsmV688033X8ABAYGqqamxuOxNTU1Cg4OPqH1TZk+fbruvfde9/3y8nJ169ZNO3bs\\\naPG/xBNRWVmp6Oho7dy5UyEhIU4P56xobXNubfOVWt+cW9t8pTM/Z2OMqqqq1KlTp9P+2mfbGQv6\\\n8ezfv18jR45UbW2tNm/erNjYWPe6xMREffXVV6qvr5ePzw9DzMvLU2Jionv9J5984vF6eXl56tev\\\n3zHfz9/fX/7+/kctDw0NbTX/YUhSSEhIq5qv1Prm3NrmK7W+Obe2+Upnds62bNQ58qG4uro6DRs2\\\nTKGhofroo488Yi5JgwYNUkREhB566CF9//332rp1qxYsWKBJkyZJkm666Sbl5OTo1VdfVX19vV59\\\n9VXl5OTopptucmI6AAA4zpEt9DfeeEOffPKJ2rZtqw4dOnisy8vLU9euXfXOO+/ojjvuUGRkpIKC\\\ngnTXXXdpwoQJkqTzzjtP//jHP/Tggw9q0qRJ6tatm1atWqWePXs6MBsAAJznSNDHjh173OPrcXFx\\\nWrt27THXDxs2TMOGDTvpMfj7+2vmzJlN7oa3UWubr9T65tza5iu1vjm3tvlKrXPOJ8vL2PBZfQAA\\\nWjnO5Q4AgAUIOgAAFiDoAABYwPqgc1U3ad++fRo9erTCwsIUERGhe+65R/X19U4P66Rt3bpVQ4cO\\\nVfv27RUZGamUlBTt379f0g9nKOzfv7+CgoIUGxur9PR0j+dmZGQoLi5OgYGB6tevn9atW+fEFE5a\\\nQ0ODBg4c6P7Gh2TvnMvKypSSkiKXy6Xw8HCNHj1ae/fulWTnnD/55BNdddVVCgsLU1RUlO6++273\\\n6aptm+93332nuLg45eTkuJedyhwbGhp0//33q2PHjgoODtZvfvMb97+VVsVYrk+fPmbSpEmmurra\\\nVFVVmdTUVJOYmGiMMebw4cOmR48e5sEHHzS1tbXmk08+MZ06dTKvvvqqMcaYr776yrRt29a89tpr\\\npq6uzixfvty0a9fO7Nq1y8kp/WwDBw40ycnJ5uDBg6agoMD06tXLPPXUU04P66TU1NSYqKgo89hj\\\nj5na2lqzf/9+M3z4cDNixAhTVlZm2rdvb5577jlTV1dn3nvvPRMcHGw2bNhgjDEmOzvbBAcHmw8/\\\n/NAcPnzYPP300yYiIsIcPHjQ4VmduBkzZpg2bdqYm2++2RhjrJ7zwIEDzZgxY8yBAwdMZWWlGTt2\\\nrLn22mutnHNDQ4OJiooyzz77rGloaDA7d+408fHx5oknnrBuvh9++KE599xzjSSTnZ1tjDn1f8eP\\\nP/64+cUvfmF27NhhKioqzPjx483w4cOdmqJjrA56WVmZGTZsmNmzZ4972datW40kU1ZWZrKyskxQ\\\nUJCpra11r//9739vrrrqKmOMMY888ogZOnSox2v++te/No899tjZmcBp8PXXXxtJZvfu3e5ly5Yt\\\nM127dnVwVCfvyy+/NL/+9a9NfX29e9k///lPExISYhYvXmx69Ojh8fjbbrvNpKSkGGOMSU5ONrfc\\\ncovH+vPOO8+88MILZ37gp8F7771nEhISzG9/+1t30G2d8+bNm03btm1NRUWFe1lpaanZtm2blXPe\\\nv3+/kWSeeeYZU19fb3bu3GnOP/9888c//tGq+b744ouma9euZtmyZR5BP9U5dunSxWRmZrrXFRcX\\\nGy8vL1NQUHAGZ9P8tPhd7ocOHdI333zT5M3Pz09vv/22oqKi3I8/kau6Hblq28lc1a25yc3NVfv2\\\n7T3OU5yQkKAdO3aovLzcuYGdpPj4eK1Zs0be3t7uZStXrtRFF1103N9XS/597tu3T5MmTdLSpUsV\\\nEBDgXm7rnDdu3KiEhAQtXrxYcXFxioqK0rRp0xQVFWXlnF0ul9LS0jRt2jT5+/srOjpaPXv2VFpa\\\nmlXzHTZsmAoKCjR+/HiP5acyx4qKCu3atctjfceOHRUeHq7PP//8DM2keWrxQd+wYYN69OjR5C0r\\\nK8vjsUeu6rZ48WJJZ+aqbs3NseYgqUXNoynGGD366KN644039Oyzz1r7+2xsbNSNN96oe++9V336\\\n9PFYZ+ucy8rK9Pnnn+vrr7/Wp59+qs8++0y7d+9WSkqKlXNubGxUu3bt9Nxzz+ngwYPatm2b8vLy\\\nNHPmTKvmGxkZ6b4+x4+dyhyrqqokqcX8DM4kxy7Ocro0t6u6NTfHmoOkFjWP/1ZZWamJEydqy5Yt\\\n+uCDD9wfXPzvvQ4n8vuMiIg4W8M+KfPmzVPbtm01derUo9bZOucjZwWbP3++2rZtq+DgYM2dO1f9\\\n+/fXxIkTT+q/2+Y859dee02rVq3Sl19+KUnq1auXZs6cqbvuuks33nijlb/jHzuVf8dHQt7S/7/6\\\ndGjxW+jHs3//fg0YMEDr1q3T5s2bPa7R/uOruh3x31d1y83N9Xi9H69vCRITE1VaWqqSkhL3sry8\\\nPHXp0qXFXmGooKBAF198sSorK7V582b3rrbj/b5a6u/z5ZdfVk5OjsLCwhQWFqalS5dq6dKlCgsL\\\ns3bOCQkJamxs1OHDh93LGhoaJEl9+/a1bs47duxwf6L9CF9fX/n5+Vn7O/6xU5ljeHi4Onfu7LG+\\\nuLhYZWVlLepncFo4fRD/TDp8+LC58MILzbBhw0xNTc1R6+vq6kxsbKyZNm2aOXTokPnss89Mp06d\\\nzN/+9jdjjDFffPGFadu2rVm+fLn7U+5t27Y1+fn5Z3kmp+bKK680SUlJprKy0mzfvt306tXLzJw5\\\n0+lhnZSysjLTtWtXM2HCBNPQ0OCxbv/+/SYsLMw888wz5vDhw+b99983wcHB5v333zfGGPPuu++6\\\n7x8+fNg888wzJjw83JSWljoxlZN28803uz8UZ+ucDx8+bOLi4sy4ceNMVVWV2bdvnxk8eLAZM2aM\\\nlXPOzc01/v7+Zu7cuaa+vt4UFBSY3r17m/vuu8/K+RpjPD4Ud6pzfPTRR01iYqLZvn27qaysNOPH\\\njzcDBgxwaGbOsTroq1atMpJM27ZtTWBgoMft22+/Ncb88CnwX/3qVyY0NNR07tzZ/P73v/d4jbff\\\nftv06dPHBAUFmV69epk333zTiamckuLiYnPdddcZl8tlOnToYKZNm+bxKfGW5E9/+pORZAICAo76\\\nnRpjzKZNm8zll19ugoODTffu3d1/nB3x8ssvm/j4eBMYGGguueQSs379egdmcWp+HHRj7J3z7t27\\\nzfjx401kZKQJCwszKSkp5sCBA8YYO+eclZVl+vfvb0JDQ03Xrl3Nww8/7P4Gjo3z/XHQjTm1OR4+\\\nfNg8+OCDpnPnziYkJMT85je/MSUlJWdpJs0HF2cBAMAC1h9DBwCgNSDoAABYgKADAGABgg4AgAUI\\\nOgAAFiDoAABYgKADAGABgg4AgAUIOgAAFiDoAABYgKADAGABgg4AgAUI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WdBsT7lL0qpVq1RXV6eYmBj169dPv/71rzVz5kynhwUAwAXn5fQAzkb79u31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\\\nBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDA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 frames[95] = 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BwDAAgQ6AAAWcDTQCwsL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\\\nsKgA0LA12GvoO3bs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UU1NjfdzRUXFSe9jS5KZW6zs/BL1O53R0wCgJWqxR+hut1vV1dU+8w58Dg4O\\\nPmj5efPmKTQ01DtFR0efkn62BJm5xbrxxfVK/6RQN764Xpm5xU53CQBwlFpsoCcmJqqkpETFxf8X\\\nPrm5uerWrZtCQ0MPWn7WrFkqLy/3Ttu2bTuV3W3WsvNL5OdyqcEY+blcWrOlxOkuAQCOUosN9F69\\\neql///664447VFlZqYKCAs2dO1dTpkxpcvmAgACFhIT4TPhRv9M93jBvMEYX9vQ43SUAwFFqsYEu\\\nSa+99prq6+sVGxur5ORk/fKXv9SDDz7odLdanCEJnbU4JUmTLo7R4pQkrqEDQAvUYh9bO142PaoA\\\nADg2NmVBiz5CBwAAPyLQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg\\\n0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALBAW6c7ADtk5hYr\\\nO79E/U73aEhCZ6e7AwCtDkfoOG6ZucW68cX1Sv+kUDe+uF6ZucVOdwkAWh0CHcctO79Efi6XGoyR\\\nn8ulNVtKnO4SALQ6BDqOW7/TPd4wbzBGF/b0ON0lAGh1uIaO4zYkobMWpyRpzZYSXdiTa+gA4AQC\\\nHSfEkITOBDkAOIhT7gAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAAL8GKZ\\\nVoLR0ADAbhyhtwKMhgYA9iPQWwFGQwMA+xHorQCjoQGA/biG3gowGhoA2I9AbyUYDQ0A7MYpdwAA\\\nLECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDo\\\nAABYgEAHAMACjgV6YWGhxowZo06dOikiIkKjRo1SQUGBt33z5s0aPHiwgoOD1aVLFz322GM+67/z\\\nzjvq06eP3G63zjrrLK1YseJUlwAAQLPhWKCPGjVKHTt2VGFhoQoLC+XxeDRy5EhJUl1dnYYPH67z\\\nzz9fJSUlevvtt/XMM8/o1VdflSR98803Gjt2rObOnavy8nLNmTNHv/71r7Vjxw6nygEAwFGOBPre\\\nvXsVGRmpuXPnyu12KygoSNOnT9emTZu0d+9e/etf/9KuXbv0u9/9Tv7+/jrnnHN0++236+mnn5Yk\\\npaen65JLLtGoUaPUtm1b/frXv9aAAQP07LPPOlEOAACOa3uyNrx///5DHjFHRUXp3Xff9Zn32muv\\\nKSYmRuHh4crJydEZZ5whf39/b3tCQoLmzZsnScrJyVGfPn181k9ISNDGjRsP2Z+amhrV1NR4P5eX\\\nl0uSKioqjq4wAIA1DmSAMcbhnhy/kxboa9eu1aBBg5pse/311zVq1Cjv57/+9a96/PHH9eabb0qS\\\nKisr5Xa7fdYJDAxUVVXVEbU3Zd68eZozZ85B86Ojo4+oHgCAvSorKxUaGup0N47LSQv0gQMHHvYv\\\nntraWs2YMUNLly7V22+/7f0DwO12q7q62mfZ6upqBQcHH1F7U2bNmqU777zT+7msrEw9evTQ1q1b\\\nW/yXeCQqKioUHR2tbdu2KSQkxOnunBKtrebWVq/U+mpubfVKJ79mY4wqKyvVpUuXE77tU+2kBfrh\\\n7NmzRyNGjFBNTY3Wr1+v2NhYb1tiYqI2b96s+vp6tW37Yxdzc3OVmJjobf/ss898tpebm6ukpKRD\\\n7i8gIEABAQEHzQ8NDW01/zAkKSQkpFXVK7W+mltbvVLrq7m11Sud3JptOahz5Ka4uro6DR06VKGh\\\nofrPf/7jE+aSNGjQIEVEROjee+/VDz/8oI0bN2rhwoWaMmWKJOn666/X6tWr9corr6i+vl6vvPKK\\\nVq9ereuvv96JcgAAcJwjR+hvvfWWPvvsM7Vv316dOnXyacvNzVX37t313nvv6dZbb1VkZKSCgoJ0\\\n++23a9KkSZKkM888U2+88YbuueceTZkyRT169NDy5ct1xhlnOFANAADOcyTQx4wZc9jr63FxcVq1\\\natUh24cOHaqhQ4cecx8CAgI0e/bsJk/D26i11Su1vppbW71S66u5tdUrtc6aj5XL2HCvPgAArRzv\\\ncgcAwAIEOgAAFiDQAQCwgPWBzqhu0u7duzVq1CiFhYUpIiJCd9xxh+rr653u1jHbuHGjhgwZoo4d\\\nOyoyMlIpKSnas2ePpB/fUJicnKygoCDFxsYqLS3NZ9309HTFxcXJ7XYrKSlJ2dnZTpRwzBoaGjRw\\\n4EDvEx+SvTWXlpYqJSVFHo9H4eHhGjVqlHbt2iXJzpo/++wzXXrppQoLC1NUVJSmT5/ufV21bfV+\\\n//33iouL0+rVq73zjqfGhoYG/fa3v1Xnzp0VHBysq6++2vu70qoYy5199tlmypQppqqqylRWVprU\\\n1FSTmJhojDGmtrbW9OrVy9xzzz2mpqbGfPbZZ6ZLly7mlVdeMcYYs3nzZtO+fXvz+uuvm7q6OrNs\\\n2TLToUMHs337didLOmoDBw40EyZMMPv27TP5+fmmd+/eZv78+U5365hUV1ebqKgo89BDD5mamhqz\\\nZ88eM2zYMDN8+HBTWlpqOnbsaJ5++mlTV1dnPvjgAxMcHGzWrl1rjDEmKyvLBAcHm48//tjU1taa\\\nJ554wkRERJh9+/Y5XNWRe/DBB02bNm3MxIkTjTHG6poHDhxoRo8ebfbu3WsqKirMmDFjzFVXXWVl\\\nzQ0NDSYqKso89dRTpqGhwWzbts3Ex8eb3/3ud9bV+/HHH5vTTz/dSDJZWVnGmOP/PX744YfNL37x\\\nC7N161ZTXl5uxo0bZ4YNG+ZUiY6xOtBLS0vN0KFDzc6dO73zNm7caCSZ0tJSk5mZaYKCgkxNTY23\\\n/fe//7259NJLjTHG3H///WbIkCE+2/zlL39pHnrooVNTwAnwzTffGElmx44d3nlLly413bt3d7BX\\\nx+7rr782v/zlL019fb133j//+U8TEhJiFi9ebHr16uWz/M0332xSUlKMMcZMmDDB3HjjjT7tZ555\\\npnn++edPfsdPgA8++MAkJCSYX/3qV95At7Xm9evXm/bt25vy8nLvvJKSErNp0yYra96zZ4+RZJ58\\\n8klTX19vtm3bZs466yzz+OOPW1XvCy+8YLp3726WLl3qE+jHW2O3bt1MRkaGt62oqMi4XC6Tn59/\\\nEqtpflr8Kff9+/fr22+/bXLy9/fXu+++q6ioKO/yRzKq24FR245lVLfmJicnRx07dvR5T3FCQoK2\\\nbt2qsrIy5zp2jOLj47Vy5Ur5+fl557322ms677zzDvt9teTvc/fu3ZoyZYqWLFmiwMBA73xba163\\\nbp0SEhK0ePFixcXFKSoqSjNnzlRUVJSVNXs8Hs2YMUMzZ85UQECAoqOjdcYZZ2jGjBlW1Tt06FDl\\\n5+dr3LhxPvOPp8by8nJt377dp71z584KDw/Xl19+eZIqaZ5afKCvXbtWvXr1anLKzMz0WfbAqG6L\\\nFy+WdHJGdWtuDlWDpBZVR1OMMXrggQf01ltv6amnnrL2+2xsbNR1112nO++8U2effbZPm601l5aW\\\n6ssvv9Q333yjzz//XF988YV27NihlJQUK2tubGxUhw4d9PTTT2vfvn3atGmTcnNzNXv2bKvqjYyM\\\n9I7P8VPHU2NlZaUktZifwcnk2OAsJ0pzG9WtuTlUDZJaVB3/q6KiQpMnT9aGDRv00UcfeW9c/N+z\\\nDkfyfUZERJyqbh+TefPmqX379po2bdpBbbbWfOCtYAsWLFD79u0VHBysRx99VMnJyZo8efIx/btt\\\nzjW//vrrWr58ub7++mtJUu/evTV79mzdfvvtuu6666z8jn/qeH6PDwR5S/9/9YnQ4o/QD2fPnj0a\\\nMGCAsrOztX79ep8x2n86qtsB/zuqW05Ojs/2ftreEiQmJqqkpETFxcXeebm5uerWrVuLHWEoPz9f\\\n559/vioqKrR+/XrvqbbDfV8t9ft86aWXtHr1aoWFhSksLExLlizRkiVLFBYWZm3NCQkJamxsVG1t\\\nrXdeQ0ODJKlv377W1bx161bvHe0HtGvXTv7+/tZ+xz91PDWGh4era9euPu1FRUUqLS1tUT+DE8Lp\\\ni/gnU21trTn33HPN0KFDTXV19UHtdXV1JjY21sycOdPs37/ffPHFF6ZLly7mb3/7mzHGmK+++sq0\\\nb9/eLFu2zHuXe/v27U1eXt4pruT49O/f34wfP95UVFSYLVu2mN69e5vZs2c73a1jUlpaarp3724m\\\nTZpkGhoafNr27NljwsLCzJNPPmlqa2vNhx9+aIKDg82HH35ojDHm/fff936ura01Tz75pAkPDzcl\\\nJSVOlHLMJk6c6L0pztaaa2trTVxcnBk7dqyprKw0u3fvNpdddpkZPXq0lTXn5OSYgIAA8+ijj5r6\\\n+nqTn59v+vTpY+666y4r6zXG+NwUd7w1PvDAAyYxMdFs2bLFVFRUmHHjxpkBAwY4VJlzrA705cuX\\\nG0mmffv2xu12+0zfffedMebHu8CvuOIKExoaarp27Wp+//vf+2zj3XffNWeffbYJCgoyvXv3Nm+/\\\n/bYTpRyXoqIic8011xiPx2M6depkZs6c6XOXeEvypz/9yUgygYGBB32nxhjz6aefmosuusgEBweb\\\nnj17ev84O+Cll14y8fHxxu12mwsuuMCsWbPGgSqOz08D3Rh7a96xY4cZN26ciYyMNGFhYSYlJcXs\\\n3bvXGGNnzZmZmSY5OdmEhoaa7t27m/vuu8/7BI6N9f400I05vhpra2vN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 frames[97] = 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 frames[98] = 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li2qqKhwrjAAABzg7XQBR6u6uloBAQEe6/z9/SVJNTU1Cg0N9Rirq6tTXV2d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\\\n8Morr5iEhAQTEBBgzjvvPLNmzRoHujg2/xnoxtjb8/bt2824ceNMZGSk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 frames[99] = 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 frames[100] = 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PHlys48PCgpSeHi4zw0AAFuctUGXpOXLl6uhoUEJCQnq37+/fvazn2nWrFlO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\\\nmFObY11dnXnggQdM165dTXh4uPn5z39uysrKztBMWg8uzgIAgAWsP4YO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 frames[104] = 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 frames[105] = 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 frames[106] = 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 frames[108] = 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 frames[110] = 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Xl6usLAwlZWVuY8PAGhb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\\\nFJfcAQCwAIEOAIAF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 frames[113] = 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 frames[117] = 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Cg4O9to+KChIlZWVknTK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\\\n3AEAsACBDgCABQh0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 frames[119] = 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 frames[123] = 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 frames[124] = 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5+dr9uzZmjhxYoPr+/v7KyQkxGNpTrLziuTt5aU6Y+Tt5aX1u4qcHhIA4Bxq\\\nsoEuSStWrFBtba1iY2PVt29f/fKXv9T06dOdHlajdFUXlzvM64zRlZ1dTg8JAHAONdnb1s6WTbcq\\\nnK7M3EKt31WkKzu7lBjf1unhAIDjbMqCJnuVO366xPi2BDkAWKpJH3IHAADfI9ABALAAgQ4AgAUI\\\ndAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFeJa7pTJzC5WdV6SrujAR\\\nCwA0B+yhWygzt1C3v7pZ6Z/u1u2vblZmbqHTQwIAnGcEuoWy84rc8557e3lp/a4ip4cEADjPCHQL\\\nXdXF5Q7zOmN0ZWeX00MCAJxnnEO3UGJ8Wy1K7qP1u4p0ZWfOoQNAc0CgWyoxvi1BDgDNCIfcAQCw\\\nAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMAC3IeOn4RJXwCgcWIPHaeNSV8AoPEi0HHa\\\nmPQFABovAh2njUlfAKDx4hw6ThuTvgBA40Wg4ydh0hcAaJw45A4AgAUIdAAALECgAwBgAQIdAAAL\\\nEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAGe5d5MZOYWKjuvSFd1YVIVALAR\\\ne+jNQGZuoW5/dbPSP92t21/drMzcQqeHBAA4xwj0ZiA7r8g9h7m3l5fW7ypyekgAgHOMQG8Gruri\\\ncod5nTG6srPL6SEBAM4xzqE3A4nxbbUouY/W7yrSlZ05hw4ANiLQm4nE+LYEOQBYjEPuAABYgEAH\\\nAMACBDoAABZwLNB3796tUaNGqU2bNoqIiNCIESOUn5/v7t+5c6cGDRqk4OBgtWvXTk899ZTH+999\\\n91317NlTgYGBuuSSS7Rq1aoLXQIAAI2GY4E+YsQItW7dWrt379bu3bvlcrk0fPhwSVJNTY2GDh2q\\\nyy+/XEVFRXrnnXe0YMECLV++XJL01VdfafTo0Zo9e7ZKS0s1a9Ys3XTTTdq/f79T5QAA4ChHAv3I\\\nkSOKjIzU7NmzFRgYqKCgIN13333avn27jhw5on/+8586ePCgfve738nPz08///nPde+99+r555+X\\\nJKWnp+t//ud/NGLECPn4+Oimm27SddddpxdffNGJcgAAcNx5u23t2LFjJ91jjoqK0po1azzaVqxY\\\noU6dOik8PFw5OTnq1q2b/Pz83P3x8fGaO3euJCknJ0c9e/b0eH98fLy2bt160vFUVVWpqqrK/bq0\\\ntFSSVFZW9tMKAwBY43gGGGMcHsnZO2+BvmHDBg0YMKDBvjfffFMjRoxwv37hhRf0pz/9SW+99ZYk\\\nqby8XIGBgR7vCQgIUEVFxWn1N2Tu3LmaNWvWCe0xMTGnVQ8AwF7l5eUKDQ11ehhn5bwFev/+/U/5\\\nF091dbVSU1O1dOlSvfPOO+4/AAIDA1VZWemxbmVlpYKDg0+rvyHTpk3TAw884H5dUlKijh07as+e\\\nPU3+h3g6ysrKFBMTo7179yokJMTp4VwQza3m5lav1Pxqbm71Sue/ZmOMysvL1a5du3P+2ReaY0+K\\\nO3z4sIYNG6aqqipt3rxZsbGx7r6EhATt3LlTtbW18vH5foi5ublKSEhw93/22Wcen5ebm6s+ffqc\\\ndHv+/v7y9/c/oT00NLTZ/MOQpJCQkGZVr9T8am5u9UrNr+bmVq90fmu2ZafOkYviampqNHjwYIWG\\\nhupf//qXR5hL0oABAxQREaHf/va3+u6777R161bNnz9fEydOlCTdeuutWrdund544w3V1tbqjTfe\\\n0Lp163Trrbc6UQ4AAI5zZA/97bff1meffaaWLVuqTZs2Hn25ubnq0KGD3nvvPd19992KjIxUUFCQ\\\n7r33Xo0fP16SdPHFF+vvf/+7HnnkEU2cOFEdO3bUypUr1a1bNweqAQDAeY4E+qhRo055fj0uLk5r\\\n1649af/gwYM1ePDgMx6Dv7+/Zs6c2eBheBs1t3ql5ldzc6tXan41N7d6peZZ85nyMjZcqw8AQDPH\\\ns9wBALAAgQ4AgAUIdAAALGB9oDOrm3To0CGNGDFCYWFhioiI0P3336/a2lqnh3XGtm7dqsTERLVu\\\n3VqRkZFKTk7W4cOHJX3/hMK+ffsqKChIsbGxSktL83hvenq64uLiFBgYqD59+ig7O9uJEs5YXV2d\\\n+vfv777jQ7K35uLiYiUnJ8vlcik8PFwjRozQwYMHJdlZ82effaZrr71WYWFhioqK0n333ed+XLVt\\\n9X777beKi4vTunXr3G1nU2NdXZ0eeughtW3bVsHBwfrVr37l/l1pVozlevXqZSZOnGgqKipMeXm5\\\nSUlJMQkJCcYYY6qrq03Xrl3NI488Yqqqqsxnn31m2rVrZ9544w1jjDE7d+40LVu2NG+++aapqakx\\\ny5YtM61atTL79u1zsqSfrH///iYpKckcPXrU5OXlmR49epinn37a6WGdkcrKShMVFWVmzJhhqqqq\\\nzOHDh82QIUPM0KFDTXFxsWndurV5/vnnTU1Njfnggw9McHCw2bBhgzHGmKysLBMcHGw++eQTU11d\\\nbZ555hkTERFhjh496nBVp2/69OmmRYsW5rbbbjPGGKtr7t+/vxk5cqQ5cuSIKSsrM6NGjTI33nij\\\nlTXX1dWZqKgo89xzz5m6ujqzd+9e0717d/O73/3Ouno/+eQT06VLFyPJZGVlGWPO/vf4iSeeMD/7\\\n2c/Mnj17TGlpqRk7dqwZMmSIUyU6xupALy4uNoMHDzYHDhxwt23dutVIMsXFxSYzM9MEBQWZqqoq\\\nd//vf/97c+211xpjjHnsscdMYmKix2f+8pe/NDNmzLgwBZwDX331lZFk9u/f725bunSp6dChg4Oj\\\nOnNffvml+eUvf2lqa2vdbf/4xz9MSEiIWbRokenatavH+nfeeadJTk42xhiTlJRkbr/9do/+iy++\\\n2Lz00kvnf+DnwAcffGDi4+PNr3/9a3eg21rz5s2bTcuWLU1paam7raioyGzfvt3Kmg8fPmwkmWef\\\nfdbU1taavXv3mksuucT86U9/sqreV155xXTo0MEsXbrUI9DPtsbo6GiTkZHh7isoKDBeXl4mLy/v\\\nPFbT+DT5Q+7Hjh3T119/3eDi5+enNWvWKCoqyr3+6czqdnzWtjOZ1a2xycnJUevWrT2eUxwfH689\\\ne/aopKTEuYGdoe7du2v16tXy9vZ2t61YsUK9e/c+5c+rKf88Dx06pIkTJ2rJkiUKCAhwt9ta88aN\\\nGxUfH69FixYpLi5OUVFRmjp1qqKioqys2eVyKTU1VVOnTpW/v79iYmLUrVs3paamWlXv4MGDlZeX\\\np7Fjx3q0n02NpaWl2rdvn0d/27ZtFR4erm3btp2nShqnJh/oGzZsUNeuXRtcMjMzPdY9PqvbokWL\\\nJJ2fWd0am5PVIKlJ1dEQY4wef/xxvf3223ruuees/XnW19frlltu0QMPPKBevXp59Nlac3FxsbZt\\\n26avvvpK//73v/X5559r//79Sk5OtrLm+vp6tWrVSs8//7yOHj2q7du3Kzc3VzNnzrSq3sjISPf8\\\nHD90NjWWl5dLUpP5Ds4nxyZnOVca26xujc3JapDUpOr4v8rKyjRhwgRt2bJFH330kfvCxf971OF0\\\nfp4REREXathnZO7cuWrZsqWmTJlyQp+tNR9/Kti8efPUsmVLBQcH68knn1Tfvn01YcKEM/p325hr\\\nfvPNN7Vy5Up9+eWXkqQePXpo5syZuvfee3XLLbdY+TP+obP5PT4e5E39/9XnQpPfQz+Vw4cP67rr\\\nrlN2drY2b97sMUf7D2d1O+7/zuqWk5Pj8Xk/7G8KEhISVFRUpMLCQndbbm6uoqOjm+wMQ3l5ebr8\\\n8stVVlamzZs3uw+1nern1VR/nq+99prWrVunsLAwhYWFacmSJVqyZInCwsKsrTk+Pl719fWqrq52\\\nt9XV1UmSLr30Uutq3rNnj/uK9uN8fX3l5+dn7c/4h86mxvDwcLVv396jv6CgQMXFxU3qOzgnnD6J\\\nfz5VV1ebyy67zAwePNhUVlae0F9TU2NiY2PN1KlTzbFjx8znn39u2rVrZ15++WVjjDFffPGFadmy\\\npVm2bJn7KveWLVuaHTt2XOBKzk6/fv3MuHHjTFlZmdm1a5fp0aOHmTlzptPDOiPFxcWmQ4cOZvz4\\\n8aaurs6j7/DhwyYsLMw8++yzprq62nz44YcmODjYfPjhh8YYY95//3336+rqavPss8+a8PBwU1RU\\\n5EQpZ+y2225zXxRna83V1dUmLi7OjB492pSXl5tDhw6ZgQMHmpEjR1pZc05OjvH39zdPPvmkqa2t\\\nNXl5eaZnz57mwQcftLJeY4zHRXFnW+Pjjz9uEhISzK5du0xZWZkZO3asue666xyqzDlWB/rKlSuN\\\nJNOyZUsTGBjosXzzzTfGmO+vAv/FL35hQkNDTfv27c3vf/97j89Ys2aN6dWrlwkKCjI9evQw77zz\\\njhOlnJWCggIzZswY43K5TJs2bczUqVM9rhJvSv785z8bSSYgIOCEn6kxxmzatMlcffXVJjg42HTu\\\n3Nn9x9lxr732munevbsJDAw0V1xxhVm/fr0DVZydHwa6MfbWvH//fjN27FgTGRlpwsLCTHJysjly\\\n5Igxxs6aMzMzTd++fU1oaKjp0KGDefTRR9134NhY7w8D3Zizq7G6uto88sgjpn379iYkJMT86le/\\\nMoWFhReoksaDyVkAALCA9efQAQBoDgh0AAAsQKADAGABAh0AAAsQ6AAA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 frames[125] = 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 frames[126] = 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 frames[127] = 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 frames[131] = 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 frames[132] = 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 frames[133] = 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 frames[134] = 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 frames[135] = 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Tz3ldFn4EYefuT7x0gQtyUjjGDoAnCIuY4xxuogT8fXXX6tXr17avXu34uLi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\\\nvjHGfH8W+C9/+UsTFhZmunTpYn7zm994fcZ7771n+vbta4KDg03v3r3N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 frames[140] = 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 frames[141] = 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 frames[143] = 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AAsQ6AAAWMDRQK+oqFBm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\\\nAHC8tNsj9LCwMNXW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 frames[144] = 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V7/SI4884vSwAAC44Brtm+IkKTIyUitXrnR6GAAAOK5R76EDAIDvEXQAACxA\\\n0AEAsABBBwDAAgQdAAALEHQAACxA0AEAsABBBwDAAgQdAAALEHQAACxA0AEAsABBBwDAAo364ixo\\\nGDJyCpWVW6SrOrk1IDHS6eEAQJPEHjrOSkZOoW59eYvSP8nXrS9vUUZOodNDAoAmiaDjrGTlFsnH\\\n5VKtMfJxubRhV5HTQwKAJomg46xc1cntiXmtMbqyo9vpIQFAk8Q5dMud7/PbAxIjtTilpzbsKtKV\\\nHTmHDgBOcRljjNODcEJpaalCQ0NVUlKikJAQp4dzXhw/v31873lxSk+CCwA/YFMLOORuMc5vA0DT\\\nQdAtxvltAGg6OIduMc5vA0DTQdAtNyAxkpADQBPAIXcAACxA0AEAsABBBwDAAgQdAAALEHQAACxA\\\n0AEAsABBBwDAAgQdAAALEHQAACxA0AEAsABBBwDAAgQdAAALEHQAACxA0AEAsACXT20iMnIKlZVb\\\npKs6cV10ALARe+hNQEZOoW59eYvSP8nXrS9vUUZOodNDAgCcYwS9CcjKLZKPy6VaY+TjcmnDriKn\\\nhwQAOMcIehNwVSe3J+a1xujKjm6nhwQAOMc4h94EDEiM1OKUntqwq0hXduQcOgDYiKA3EQMSIwk5\\\nAFiMQ+4AAFiAoAMAYAGCDgCABQg6AAAWIOgAAFiAoAMAYAGCDgCABQg6AAAWIOgAAFjAsaDn5+dr\\\nxIgRat26tSIiIjRs2DDl5eV51n/55Zfq37+/goOD1aZNGz3++ONej3/77bfVrVs3BQYG6pJLLtGa\\\nNWsu9BQAAGgwHAv6sGHD1KpVK+Xn5ys/P19ut1tDhw6VJFVXV2vw4MG6/PLLVVRUpLfeeksLFy7U\\\nypUrJUlfffWVRo4cqTlz5qikpESzZ8/Wb3/7W+3bt8+p6QAA4ChHgn7kyBFFRUVpzpw5CgwMVFBQ\\\nkO655x7t2LFDR44c0b/+9S8dOHBAf/jDH9S8eXP9/Oc/1913361nn31WkpSenq5f/OIXGjZsmHx9\\\nffXb3/5W1113nZ5//nknpgMAgOPO28VZjh07dtI95ujoaL3zzjtey1atWqXY2FiFh4crOztbXbp0\\\nUfPmzT3rExMTNW/ePElSdna2unXr5vX4xMREbdu27aTjqaysVGVlped+SUmJJKm0tPR/mxgAwBrH\\\nG2CMcXgkZ++8BX3jxo3q27dvvetef/11DRs2zHP/ueee05NPPqk33nhDklRWVqbAwECvxwQEBKi8\\\nvPy01tdn3rx5mj179gnLY2JiTms+AAB7lZWVKTQ01OlhnJXzFvQ+ffqc8l88VVVVSk1N1fLly/XW\\\nW295/gEQGBioiooKr20rKioUHBx8WuvrM2PGDE2bNs1zv7i4WB06dNDu3bsb/S/xdJSWliomJkZ7\\\n9uxRSEiI08O5IJranJvafKWmN+emNl/p/M/ZGKOysjK1adPmnD/3hebY9dAPHTqkIUOGqLKyUlu2\\\nbFFcXJxnXVJSkr788kvV1NTI1/f7Iebk5CgpKcmz/tNPP/V6vpycHPXs2fOkr+fv7y9/f/8TloeG\\\nhjaZ/zAkKSQkpEnNV2p6c25q85Wa3pyb2nyl8ztnW3bqHHlTXHV1tQYOHKjQ0FD9+9//9oq5JPXt\\\n21cRERH6/e9/r++++07btm3TggULNHHiREnSLbfcovXr1+u1115TTU2NXnvtNa1fv1633HKLE9MB\\\nAMBxjuyhv/nmm/r000/VokULtW7d2mtdTk6O2rdvr3fffVd33nmnoqKiFBQUpLvvvlvjxo2TJF18\\\n8cX6xz/+oQceeEATJ05Uhw4dtHr1anXp0sWB2QAA4DxHgj5ixIhTnl+Pj4/XunXrTrp+4MCBGjhw\\\n4BmPwd/fX7Nmzar3MLyNmtp8paY356Y2X6npzbmpzVdqmnM+Uy5jw3v1AQBo4vgudwAALEDQAQCw\\\nAEEHAMAC1gedq7pJBw8e1LBhwxQWFqaIiAhNnTpVNTU1Tg/rjG3btk0DBgxQq1atFBUVpZSUFB06\\\ndEjS999Q2KtXLwUFBSkuLk5paWlej01PT1d8fLwCAwPVs2dPZWVlOTGFM1ZbW6s+ffp4PvEh2Tvn\\\nw4cPKyUlRW63W+Hh4Ro2bJgOHDggyc45f/rpp7r22msVFham6Oho3XPPPZ6vq7Ztvt9++63i4+O1\\\nfv16z7KzmWNtba3uu+8+RUZGKjg4WL/+9a89f1eaFGO57t27m4kTJ5ry8nJTVlZmJkyYYJKSkowx\\\nxlRVVZnOnTubBx54wFRWVppPP/3UtGnTxrz22mvGGGO+/PJL06JFC/P666+b6upqs2LFCtOyZUuz\\\nd+9eJ6f0P+vTp49JTk42R48eNbm5uaZr167miSeecHpYZ6SiosJER0ebmTNnmsrKSnPo0CEzaNAg\\\nM3jwYHP48GHTqlUr8+yzz5rq6mrz/vvvm+DgYLNx40ZjjDGZmZkmODjYfPzxx6aqqso89dRTJiIi\\\nwhw9etThWZ2+Rx55xDRr1syMHTvWGGOsnnOfPn3M8OHDzZEjR0xpaakZMWKEufHGG62cc21trYmO\\\njjbPPPOMqa2tNXv27DEJCQnmD3/4g3Xz/fjjj02nTp2MJJOZmWmMOfu/x48++qj52c9+Znbv3m1K\\\nSkrM6NGjzaBBg5yaomOsDvrhw4fNwIEDzf79+z3Ltm3bZiSZw4cPm4yMDBMUFGQqKys96//4xz+a\\\na6+91hhjzEMPPWQGDBjg9Zy/+tWvzMyZMy/MBM6Br776ykgy+/bt8yxbvny5ad++vYOjOnNffPGF\\\n+dWvfmVqamo8y/75z3+akJAQs3jxYtO5c2ev7W+//XaTkpJijDEmOTnZ3HrrrV7rL774YvPCCy+c\\\n/4GfA++//75JTEw0v/nNbzxBt3XOW7ZsMS1atDAlJSWeZUVFRWbHjh1WzvnQoUNGknn66adNTU2N\\\n2bNnj7nkkkvMk08+adV8X3rpJdO+fXuzfPlyr6Cf7RzbtWtnli5d6llXUFBgXC6Xyc3NPY+zaXga\\\n/SH3Y8eO6euvv6731rx5c73zzjuKjo72bH86V3U7ftW2M7mqW0OTnZ2tVq1aeX1PcWJionbv3q3i\\\n4mLnBnaGEhIStHbtWvn4+HiWrVq1Sj169Djl76sx/z4PHjyoiRMnatmyZQoICPAst3XOmzZtUmJi\\\nohYvXqz4+HhFR0dr+vTpio6OtnLObrdbqampmj59uvz9/RUTE6MuXbooNTXVqvkOHDhQubm5Gj16\\\ntNfys5ljSUmJ9u7d67U+MjJS4eHh2r59+3maScPU6IO+ceNGde7cud5bRkaG17bHr+q2ePFiSefn\\\nqm4NzcnmIKlRzaM+xhg9/PDDevPNN/XMM89Y+/usq6vTzTffrGnTpql79+5e62yd8+HDh7V9+3Z9\\\n9dVX+uyzz/T5559r3759SklJsXLOdXV1atmypZ599lkdPXpUO3bsUE5OjmbNmmXVfKOiojzX5/ih\\\ns5ljWVmZJDWan8H55NjFWc6VhnZVt4bmZHOQ1Kjm8WOlpaUaP368tm7dqg8//NDzxsUfH3U4nd9n\\\nRETEhRr2GZk3b55atGihKVOmnLDO1jkf/1aw+fPnq0WLFgoODtZjjz2mXr16afz48Wf0321DnvPr\\\nr7+u1atX64svvpAkde3aVbNmzdLdd9+tm2++2crf8Q+dzd/j4yFv7P+vPhca/R76qRw6dEjXXXed\\\nsrKytGXLFq9rtP/wqm7H/fiqbtnZ2V7P98P1jUFSUpKKiopUWFjoWZaTk6N27do12isM5ebm6vLL\\\nL1dpaam2bNniOdR2qt9XY/19vvLKK1q/fr3CwsIUFhamZcuWadmyZQoLC7N2zomJiaqrq1NVVZVn\\\nWW1trSTp0ksvtW7Ou3fv9ryj/Tg/Pz81b97c2t/xD53NHMPDw9W2bVuv9QUFBTp8+HCj+hmcE06f\\\nxD+fqqqqzGWXXWYGDhxoKioqTlhfXV1t4uLizPTp082xY8fM559/btq0aWNefPFFY4wx//3vf02L\\\nFi3MihUrPO9yb9Gihdm5c+cFnsnZ6d27txkzZowpLS01u3btMl27djWzZs1yelhn5PDhw6Z9+/Zm\\\n3Lhxpra21mvdoUOHTFhYmHn66adNVVWV+eCDD0xwcLD54IMPjDHGvPfee577VVVV5umnnzbh4eGm\\\nqKjIiamcsbFjx3reFGfrnKuqqkx8fLwZOXKkKSsrMwcPHjT9+vUzw4cPt3LO2dnZxt/f3zz22GOm\\\npqbG5Obmmm7dupl7773XyvkaY7zeFHe2c3z44YdNUlKS2bVrlyktLTWjR4821113nUMzc47VQV+9\\\nerWRZFq0aGECAwO9bt98840x5vt3gf/yl780oaGhpm3btuaPf/yj13O88847pnv37iYoKMh07drV\\\nvPXWW05M5awUFBSYUaNGGbfbbVq3bm2mT5/u9S7xxuQvf/mLkWQCAgJO+J0aY8zmzZvN1VdfbYKD\\\ng03Hjh09/zg77pVXXjEJCQkmMDDQXHHFFWbDhg0OzOLs/DDoxtg753379pnRo0ebqKgoExYWZlJS\\\nUsyRI0eMMXbOOSMjw/Tq1cuEhoaa9u3bmwcffNDzCRwb5/vDoBtzdnOsqqoyDzzwgGnbtq0JCQkx\\\nv/71r01hYeEFmknDwcVZAACwgPXn0AEAaAoIOgAAFiDoAABYgKADAGABgg4AgAUIOgAAFiDoAABY\\\ngKADAGABgg4AgAUIOgAAFiDoAABYgKADAGABgg4AgAUIOgAAFiDoAABY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Nj09XXFxcQoMDFRSUpKy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\\\nra1VbGys+vfvr5/9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 frames[146] = 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 frames[147] = 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 frames[148] = 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 frames[149] = 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BQh0AAAsQKADAGABAh0A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\\\nADju2nWgT5kyRcHB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 frames[153] = 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 frames[154] = 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 frames[155] = 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VxgAAA7otF9bq62tVVBQkNe6wMBASVJdXZ3Cw8O9xhoaGtTQ0OB5XVNT0+41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\\\nz9x5552eb+DY2O+PA92Yo+uxsbHR3H777aZPnz4mNDTU/OpXvzLl5eXH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 frames[159] = 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a5dyc3P17rvv6pFHHnG6LOtl5Zfqmuc2KOOjYl3z3AZCHQDagHYb6Fu2bNHa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\\\n9jS///3vvd7jnXfeMaeffroJDg42AwcONG+99ZYTrRyXkpISM2XKFON2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 frames[161] = 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Fxd3QuoEAOBE6LKBnpKSosrKSlVU/P/sX0VFRerXr5/CwsIO2n7u3Lmqqanx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\\\ncGzs97uBbsyx9djU1GTuuOMO07dvXxMaGmouvfRSU1FRcYI66TyYnAUA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 frames[163] = 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HQAACxDoAABYgEAHAMACnTrQ9+zZo8mTJys8PFwRERG68cYb1dzc7HRZAACc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\\\nY4zXRXHH2+Odd95pkpOTzdatW01NTY2ZMWOGGTFihEOdOcfqQF+9erWR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N99o0KBB2r59u3r37i1JWr58uW6//XZ9++23h3x/bW2twsLCVFNTo9DQ0ONd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\\\nBg8ebN566y0nWjkq5eXl5tJLLzVut9v06tXLzJ071+su8c7kv//7v40k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 frames[167] = 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XmMNDQ1qaGjwvK6pqTnhNQIAcLJ02CP0oKAg1dfXe6078DokJOSg7RcsWKCw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\\\ndHFsfhzoxtjb844dO8y0adNMdHS0CQ8PN+np6Wbv3r3GGDt7zsnJMUOH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ALAfgd4FMJsaANiPQO8CmE0NAOzHNfQugNnUAMB+BHoXwWxqAGA3TrkDAGAB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\\\nrrjCtLS0eI3t2bPHhIWFmYcfftg0Njaad9991wQHB5t3333XGGPM22+/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 frames[171] = 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 frames[173] = 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O1tFRUVOlwRLOBrolZWV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\\\nYWFhqq6uVmho6PEu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6z2vq6urT3qNAACcKu12Dz0oKEh1dXVe8w6+DgkJOWT5BQsWKCwszDPFxsae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\\\nebKJjo424eHhJi0tzezbt88YY2fP2dnZZtCgQSYsLMz06tXL3HvvvZ5v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 frames[175] = 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 frames[178] = 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 frames[179] = 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dAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAK+TheAjimnsFx5xRU6s59bqcnR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\\\napqbm73Gdu3aZcLDw82CBQtMQ0OD+eijj0xISIj56KOPjDHGfPDBB57X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 frames[181] = 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 frames[182] = 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UZFKSkoUHx+vxMREp8tB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\\\nmpubnS7LajmF5Zr2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 frames[183] = 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AIEOAIAFOnWg79y5U+PHj1d4eLgiIyN1yy23qLm52emyAAA45jp1oE+ZMkXB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\\\ntttus7JfY4zXRXFH2uM999xjkpOTzaZNm0xNTY2ZMmWKOf/88x3qzDlW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 frames[184] = 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Ah0ADqK0tFQul0vGGLlc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\\\nlJSUmKFDh5pbb73Vyn6NMV4XxR1pj3fffbdJTk42mzZtMrW1tWbKlCnm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 frames[186] = 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YAEeLGMpZk8DgM6FI3QLMXsaAHQ+BLqFmD0NADofAt1CzJ4GAJ0P19AtxOxp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\\\n3nvP87qhocEsWLDAREREmIqKCidaOWyXXXaZ56Y4W3tuaGgwCQkJZvLk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 frames[187] = 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BwDAAgQ6AAAWINABALAA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\\\ns846ywQHB5uBAweat956y4lWTkhJSYm54oorjNvtNj169DBz5szxukq8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 frames[188] = 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FxenhIQEp8sBfhaO0AFA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\\\n6lQFBwdr586d2rBh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 frames[189] = 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 frames[193] = 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FjU3NztdFgAAx12HDvSJEycqJCRE27dvV0FBgT744AM9+eSTTpcFAMBx5zLG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\\\nNRMnTjQXXXSRQ505x+pAX758uZFkAgMDTXBwsNfy/fffG2N+ugv8kksu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 frames[195] = 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69SBPnnyZAUFBWnHjh0qKCjQu+++q8cff9zpsgAAOOFcxhjjdBFH4ttvv9XA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\\\nJjAw0GP57rvvjDE/3gX+m9/8xoSGhprevXubP/3pTx6f8fbbb5vTTz/d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 frames[197] = 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 frames[199] = 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 frames[202] = 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kgAA7YBA72LySyrl43KpxRj5uFxas7nS6ZIAAO2AQO9izjnJ7QnzFmN0dn+3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\\\niVZ+squuusrzoThbe25sbDQJCQlm0qRJpra21uzatcuMGDHCTJgwwcqe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 frames[204] = 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 frames[205] = 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6SF77gCAroFAt8Th9twBAF0DgW6R9vbcAQBdAxfFAQBgAQIdAAALEOgAAFiA\\\nQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEA\\\nsACBDgCABQh0AAAsQKADAGABAh0AAAt06kDfs2ePJk2apPDwcEVGRuqWW25RS0uL02UBAHDKdepA\\\nnz59uoKDg7Vr1y4VFBTo3Xff1ZNPPul0WQAAnHIuY4xxuohj8dVXX2nQoEHauXOnevfuLUlavny5\\\n7rjjDm3duvWI69fW1iosLEw1NTUKDQ092eUCADogm7Kg0+6hFxYWqmfPnp4wl6SkpCRt27ZN1dXV\\\nzhUGAIADfJ0u4FjV1dUpKCjIa15gYKAkqb6+XuHh4V5jjY2Namxs9Lyura096TUCAHCqdNo99KCg\\\nIDU0NHjNO/g6JCTkkOUXLlyosLAwzxQbG3tK6gQA4FTotIGenJysyspKVVRUeOYVFRWpb9++CgsL\\\nO2T5efPmqaamxjNt3779VJYLAMBJ1WkDfdCgQRo+fLhuueUW1dXVqbS0VA8++KCuuuqqdpcPCAhQ\\\naGio1wQAgC06baBL0ooVK9TS0qL4+HgNGzZMv/jFL3Tfffc5XRYAAKdcp70oTpKioqL02muvOV0G\\\nAACO69R76AAA4FsEOgAAFiDQAQCwAIEOAIAFCHQAACzQqa9yx7HLLapQfkmlzh/o1pikKKfLAQAc\\\nJ/bQu6Dcogpd89IGZX9Upmte2qDcooojrwQA6NAI9C4ov6RSPi6XWo2Rj8uldVsqnS4JAHCcCPQu\\\n6PyBbk+Ytxqj8wa4nS4JAHCcOIfeBY1JitKSjBSt21Kp8wZwDh0AbECgd1FjkqIIcgCwCIfcAQCw\\\nAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKAD\\\nAGABAh0AAAsQ6AAAWIBABwDAAjwPvRPJLapQfkmlzh/o5lnmAAAv7KF3ErlFFbrmpQ3K/qhM17y0\\\nQblFFU6XBADoQAj0TiK/pFI+LpdajZGPy6V1WyqdLgkA0IEQ6J3E+QPdnjBvNUbnDXA7XRIAoAPh\\\nHHonMSYpSksyUrRuS6XOG8A5dACANwK9ExmTFEWQAwDaxSF3AAAsQKADAGABAh0AAAsQ6AAAWIBA\\\nBwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAW792kXwLHUAsBt76F0Az1IHAPsR6F0Az1IH\\\nAPsR6F0Az1IHAPtxDr0L4FnqAGA/Ar2L4FnqAGA3DrkDAGABAh0AAAsQ6AAAWMCxQC8rK9OUKVPU\\\nq1cvRUZGatKkSSotLfWMb968WaNHj1ZISIh69+6tRx55xGv9v/3tbxo6dKiCgoJ0xhlnaNWqVae6\\\nBQAAOgzHAn3SpEnq2bOnysrKVFZWJrfbrYkTJ0qSmpubNX78eJ1zzjmqrKzUW2+9pWeffVavvfaa\\\nJOnLL7/U1KlT9eCDD6qmpkYPPPCALr30Uu3cudOpdgAAcJQjgb5v3z5FR0frwQcfVFBQkIKDg3Xz\\\nzTdr06ZN2rdvn/7+979r9+7d+s1vfiN/f3/9+Mc/1k033aRnnnlGkpSdna2f/vSnmjRpknx9fXXp\\\npZdqxIgRev75551oBwAAx520r60dOHDgsHvMMTExevvtt73mrVixQnFxcYqIiFBhYaEGDx4sf39/\\\nz3hSUpIWLlwoSSosLNTQoUO91k9KStLGjRsPW09jY6MaGxs9r2tqaiRJtbW1P6wxAIA1DmaAMcbh\\\nSo7fSQv09evXa+TIke2Ovf7665o0aZLn9XPPPafHH39cb7zxhiSprq5OQUFBXusEBgaqvr7+qMbb\\\ns3DhQj3wwAOHzI+NjT2qfgAA9qqrq1NYWJjTZRyXkxboqampR/yLp6mpSZmZmcrJydFbb73l+QMg\\\nKChIDQ0NXss2NDQoJCTkqMbbM2/ePN16662e19XV1erfv7+2bdvW6X+IR6O2tlaxsbHavn27QkND\\\nnS7nlOhqPXe1fqWu13NX61c6+T0bY1RXV6fevXuf8Pc+1Ry7U9zevXs1YcIENTY2asOGDYqPj/eM\\\nJScna/PmzWppaZGv77clFhUVKTk52TP+6aefer1fUVGRUlJSDru9gIAABQQEHDI/LCysy/zDkKTQ\\\n0NAu1a/U9Xruav1KXa/nrtavdHJ7tmWnzpGL4pqbmzV27FiFhYXpn//8p1eYS9LIkSMVGRmpu+66\\\nS9988402btyop59+WldddZUk6YorrtDatWv16quvqqWlRa+++qrWrl2rK664wol2AABwnCN76G++\\\n+aY+/fRTde/eXb169fIaKyoqUr9+/fTOO+/ohhtuUHR0tIKDg3XTTTdp5syZkqTTTz9df/nLX3Tn\\\nnXfqqquuUv/+/bVy5UoNHjzYgW4AAHCeI4E+ZcqUI55fT0hI0Jo1aw47PnbsWI0dO/aYawgICNCC\\\nBQvaPQxvo67Wr9T1eu5q/Updr+eu1q/UNXs+Vi5jw7X6AAB0cdzLHQAACxDoAABYgEAHAMAC1gc6\\\nT3WT9uzZo0mTJik8PFyRkZG65ZZb1NLS4nRZx2zjxo0aM2aMevbsqejoaGVkZGjv3r2Svr1D4bBh\\\nwxQcHKz4+HhlZWV5rZudna2EhAQFBQUpJSVF+fn5TrRwzFpbW5Wamur5xodkb89VVVXKyMiQ2+1W\\\nRESEJk2apN27d0uys+dPP/1UF110kcLDwxUTE6Obb77Zc7tq2/r9+uuvlZCQoLVr13rmHU+Pra2t\\\nuv322xUVFaWQkBD96le/8vyudCnGcmeeeaa56qqrTH19vamrqzOzZs0yycnJxhhjmpqazKBBg8yd\\\nd95pGhsbzaeffmp69+5tXn31VWOMMZs3bzbdu3c3r7/+umlubjbLly83PXr0MDt27HCypR8sNTXV\\\npKenm/3795uSkhIzZMgQ89hjjzld1jFpaGgwMTExZv78+aaxsdHs3bvXjBs3zowfP95UVVWZnj17\\\nmmeeecY0Nzeb9957z4SEhJj169cbY4zJy8szISEh5sMPPzRNTU3miSeeMJGRkWb//v0Od3X07rvv\\\nPtOtWzczY8YMY4yxuufU1FQzefJks2/fPlNbW2umTJlifvnLX1rZc2trq4mJiTFPPfWUaW1tNdu3\\\nbzeJiYnmN7/5jXX9fvjhh2bgwIFGksnLyzPGHP/v8f33329+9KMfmW3btpmamhozffp0M27cOKda\\\ndIzVgV5VVWXGjh1rdu3a5Zm3ceNGI8lUVVWZ3NxcExwcbBobGz3jjz76qLnooouMMcbcc889ZsyY\\\nMV7v+Ytf/MLMnz//1DRwAnz55ZdGktm5c6dnXk5OjunXr5+DVR27L774wvziF78wLS0tnnl//etf\\\nTWhoqFmyZIkZNGiQ1/LXXXedycjIMMYYk56ebq655hqv8dNPP9388Y9/PPmFnwDvvfeeSUpKMpdc\\\ncokn0G3tecOGDaZ79+6mpqbGM6+ystJs2rTJyp737t1rJJknn3zStLS0mO3bt5szzjjDPP7441b1\\\n++KLL5p+/fqZnJwcr0A/3h779u1rli5d6hkrLy83LpfLlJSUnMRuOp5Of8j9wIED+uqrr9qd/P39\\\n9fbbbysmJsaz/NE81e3gU9uO5aluHU1hYaF69uzpdZ/ipKQkbdu2TdXV1c4VdowSExO1evVq+fj4\\\neOatWLFCZ5999hF/Xp3557lnzx5dddVVWrZsmQIDAz3zbe25oKBASUlJWrJkiRISEhQTE6O5c+cq\\\nJibGyp7dbrcyMzM1d+5cBQQEKDY2VoMHD1ZmZqZV/Y4dO1YlJSWaPn261/zj6bGmpkY7duzwGo+K\\\nilJERIQ+//zzk9RJx9TpA339+vUaNGhQu1Nubq7Xsgef6rZkyRJJJ+epbh3N4XqQ1Kn6aI8xRvfe\\\ne6/efPNNPfXUU9b+PNva2nT55Zfr1ltv1Zlnnuk1ZmvPVVVV+vzzz/Xll1/qX//6lz777DPt3LlT\\\nGRkZVvbc1tamHj166JlnntH+/fu1adMmFRUVacGCBVb1Gx0d7Xk+x3cdT491dXWS1Gk+g5PJsYez\\\nnCgd7aluHc3hepDUqfr4v2pra3XllVfqk08+0QcffOC5cPH/HnU4mp9nZGTkqSr7mCxcuFDdu3fX\\\nnDlzDhmzteeDdwVbtGiRunfvrpCQED388MMaNmyYrrzyymP6d9uRe3799de1cuVKffHFF5KkIUOG\\\naMGCBbrpppt0+eWXW/kz/q7j+T0+GOSd/f/VJ0Kn30M/kr1792rEiBHKz8/Xhg0bvJ7R/t2nuh30\\\nf5/qVlhY6PV+3x3vDJKTk1VZWamKigrPvKKiIvXt27fTPmGopKRE55xzjmpra7VhwwbPobYj/bw6\\\n68/z5Zdf1tq1axUeHq7w8HAtW7ZMy5YtU3h4uLU9JyUlqa2tTU1NTZ55ra2tkqSzzjrLup63bdvm\\\nuaL9ID8/P/n7+1v7M/6u4+kxIiJCffr08RovLy9XVVVVp/oMTginT+KfTE1NTeYnP/mJGTt2rGlo\\\naDhkvLm52cTHx5u5c+eaAwcOmM8++8z07t3b/OlPfzLGGPOf//zHdO/e3SxfvtxzlXv37t1NcXHx\\\nKe7k+AwfPtykpaWZ2tpas2XLFjNkyBCzYMECp8s6JlVVVaZfv35m5syZprW11Wts7969Jjw83Dz5\\\n5JOmqanJvP/++yYkJMS8//77xhhj3n33Xc/rpqYm8+STT5qIiAhTWVnp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 frames[207] = 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X6p///7atWuXevbsKUlauXKl7rzzTn311VfHXL+6ulphYWGqqqpSaGhoW5cL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\\\nW2+9Zc4++2wTHBxsBg4caN58800nWjkhpaWlZtKkScbtdpvu3bubOXPm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 frames[209] = 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jXOFAQDggG47H3p9fb1CQkK81gUHB0uSGhoaFBkZ6TXW1NSkpqYmz+u6urpO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\\\nGjTI84+zvV566SWTlJRkQkJCzKmnnmrWrFnjQBeH58eBboy9PW/dutVM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 frames[211] = 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LbeoubnZ6bIAADjmOnWgT506VaGhodqxY4cKCgr0/vvv66mnnnK6LAAAjjmX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\\\n5uKLLzZut9v06tXLzJo1y+cu8c7kD3/4g5FkgoODD/idGmPMJ598Ys4+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 frames[213] = 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 frames[214] = 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Ki4uVk5OjgoKCpSTk6Pi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\\\nyQQGBh7wOzXGmM8++8ycd955JiQkxPTp08f9j7P9XnvtNZOUlGSCgoLM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 frames[217] = 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AIAF/J0uAABOpNLSUpWV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\\\nX75ct956q7Zu3XrE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TGTiFViPI3QAViouLlZu\\\nbq4KCgqUm5ur4uJip0sCjisCHYCVSktL5XK5ZIyRy+VSWVmZ0yUBxxWBDsBKiYmJnjA3xighIcHp\\\nkoDjimvoAKyUnJysyZMnq6ysTAkJCVxDh/UIdADWSk5OJsjhMzjlDgCABQh0AAAsQKADAGABAh0A\\\nAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIE\\\nOgAAFiDQAQCwAIEOAIAF/J0uAABOtOLiYpWWlioxMVHJyclOlwN0CI7QAfiU4uJi5ebmqqCgQLm5\\\nuSouLna6JKBDEOgAfEppaalcLpeMMXK5XCorK3O6JKBDEOgAfEpiYqInzI0xSkhIcLokoENwDR2A\\\nT0lOTtbkyZNVVlamhIQErqHDGgQ6AJ+TnJxMkMM6nHIHAMACBDoAABYg0AEAsACBDgCABQh0AAAs\\\nwF3uANDBeLQsnMAROgB0IB4tC6cQ6ADQgXi0LJxCoANAB+LRsnAK19ABoAPxaFk4hUAHgA7Go2Xh\\\nBE65AwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFnA00KuqqpSZmSm3263o6GiNHTtWu3btkiStX79e\\\nQ4YMUVhYmBITE5Wdne313pycHCUlJSk0NFRpaWlau3atEy0AANApOBroEyZMUH19vUpKSrR161b5\\\n+fnp+uuv1969ezVq1ChlZmaqurpa2dnZysrKUkFBgSRpzZo1mjlzpnJyclRdXa2MjAyNGTNGDQ0N\\\nTrYDAIBjXMYY48QHb9y4UUOHDlVFRYUiIiIkfX/EvmvXLq1du1aPP/64vvzyS8/2M2bMUENDg3Jy\\\ncnT11VcrJCREzz//vGf8tNNO01133aWpU6ce0efX1tYqMjJSNTU1ns8HAPgWm7LAsSP0goICpaSk\\\naPHixUpKSlJcXJxmz56tuLg4FRYWavDgwV7bp6SkaNOmTZJ02PH2NDY2qra21msBAMAWjgV6VVWV\\\nPv/8c3311Vf65z//qc8++0w7duxQZmam6urqFBoa6rV9SEiI6uvrJemw4+1ZsGCBIiMjPUt8fHzH\\\nNwUAgEMcC/SgoCBJ0sKFCxUeHq5evXpp/vz5+stf/iJjzEHXwxsaGhQeHi5JCg0N/a/j7ZkzZ45q\\\namo8y7Zt2zq4IwAAnONYoKekpKitrU1NTU2eda2trZKkM844Q4WFhV7bFxUVKTU1VZKUmpr6X8fb\\\nExQUpIiICK8FAABbOBboI0aM0IABAzRt2jTV19fr22+/1X333aexY8fqqquuUnl5uRYuXKjm5mbl\\\n5+dryZIlmjZtmiRp2rRpWrJkifLz89Xc3KyFCxeqoqJC48aNc6odAAAc5VigBwQE6K9//av8/f01\\\ncOBAnXLKKerbt69efPFFud1u5eXl6Y033pDb7db06dP19NNPa9iwYZKk4cOHa9GiRZoxY4aio6P1\\\n2muvadWqVerRo4dT7QAA4CjHvrbmNJu+qgAAODo2ZQGPfgUAwAIEOgAAFiDQAQCwAIEOAIAFCHQA\\\nACzg73QBAGCL4uJilZaWKjExUcnJyU6XAx/DEToAdIDi4mLl5uaqoKBAubm5Ki4udrok+BgCHQA6\\\nQGlpqVwul4wxcrlcKisrc7ok+BgCHQA6QGJioifMjTFKSEhwuiT4GK6hA0AHSE5O1uTJk1VWVqaE\\\nhASuoeOEI9ABoIMkJycT5HAMp9wBALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIE\\\nOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCA\\\nBQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQId\\\nAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMAC\\\nnSLQW1tblZ6erilTpnjWrV+/XkOGDFFYWJgSExOVnZ3t9Z6cnBwlJSUpNDRUaWlpWrt27QmuGgCA\\\nzqNTBPrDDz+sv//9757Xe/fu1ahRo5SZmanq6mplZ2crKytLBQUFkqQ1a9Zo5syZysnJUXV1tTIy\\\nMjRmzBg1NDQ41QIAAI5yPNA//PBDrVixQhMmTPCsW7Fihdxut26++Wb5+/vr4osvVkZGhp599llJ\\\n0gsvvKDJkyfrggsuUEBAgLKyshQTE6Nly5Y51QYAAI5yNNB3796t6667TkuXLlVISIhnfWFhoQYP\\\nHuy1bUpKijZt2nRE4wAA+Bp/pz64ra1NV199tWbNmqXTTz/da6yurk6hoaFe60JCQlRfX39E4+1p\\\nbGxUY2Oj53Vtbe2xtgAAQKfh2BH6ggULFBwcrJkzZx40FhoaetD18IaGBoWHhx/R+KE+LzIy0rPE\\\nx8d3QBcAAHQOjgX6q6++qjVr1igqKkpRUVFaunSpli5dqqioKKWmpqqwsNBr+6KiIqWmpkrSYcfb\\\nM2fOHNXU1HiWbdu2dXxTAAA4xLFA/+KLL1RbW6vq6mpVV1frqquu0lVXXaXq6mqNHz9e5eXlWrhw\\\noZqbm5Wfn68lS5Zo2rRpkqRp06ZpyZIlys/PV3NzsxYuXKiKigqNGzfukJ8XFBSkiIgIrwUAAFs4\\\nfpd7e9xut/Ly8vTGG2/I7XZr+vTpevrppzVs2DBJ0vDhw7Vo0SLNmDFD0dHReu2117Rq1Sr16NHD\\\n4coBAHCGyxhjnC7CCbW1tYqMjFRNTQ1H6wDgo2zKgk55hA4AAH4cAh0AAAsQ6AAAWIBABwDAAgQ6\\\nAAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAF\\\nCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0A\\\nAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIE\\\nOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCA\\\nBQh0AAAsQKADAGABAh0AAAs4GuibNm3SiBEj1KNHD8XGxiozM1N79uyRJK1fv15DhgxRWFiYEhMT\\\nlZ2d7fXenJwcJSUlKTQ0VGlpaVq7dq0TLQAA0Ck4Fuj79+/XpZdeqvPPP1/l5eUqLCxUZWWlpk6d\\\nqr1792rUqFHKzMxUdXW1srOzlZWVpYKCAknSmjVrNHPmTOXk5Ki6uloZGRkaM2aMGhoanGoHAABH\\\nORboW7du1emnn64HH3xQgYGBcrvd+n//7//pb3/7m1asWCG3262bb75Z/v7+uvjii5WRkaFnn31W\\\nkvTCCy9o8uTJuuCCCxQQEKCsrCzFxMRo2bJlTrUDAICjHAv05ORkrVq1Sn5+fp51y5cv11lnnaXC\\\nwkINHjzYa/uUlBRt2rRJkg47DgCAr+kUN8UZY3T//ffr7bff1lNPPaW6ujqFhoZ6bRMSEqL6+npJ\\\nOux4exobG1VbW+u1AABgC8cDvba2VhMnTtQf/vAH/e1vf9PgwYMVGhp60PXwhoYGhYeHS9Jhx9uz\\\nYMECRUZGepb4+PiObwYAAIc4GuglJSU6++yzVVtbqw0bNnhOo6empqqwsNBr26KiIqWmph7ReHvm\\\nzJmjmpoaz7Jt27YO7gYAAOc4Fuh79+7VxRdfrPPPP1+rV69WTEyMZ2z8+PEqLy/XwoUL1dzcrPz8\\\nfC1ZskTTpk2TJE2bNk1LlixRfn6+mpubtXDhQlVUVGjcuHGH/LygoCBFRER4LQAA2MKxQH/ppZe0\\\ndetWvf7664qIiFBYWJhncbvdysvL0xtvvCG3263p06fr6aef1rBhwyRJw4cP16JFizRjxgxFR0fr\\\ntdde06pVq9SjRw+n2gEAwFEuY4xxuggn1NbWKjIyUjU1NRytA4CPsikLHL8pDgAAHDsCHQAACxDo\\\nAABYgEAHAMACBDoAABYg0AEAsIC/0wXgxMgrqtDakkqdd7JbI1J6OV0OAKCDcYTuA/KKKnT9KxuU\\\n83GZrn9lg/KKKpwuCQDQwQh0H7C2pFJ+LpdajZGfy6V1WyqdLgkA0MEIdB9w3sluT5i3GqNzB7id\\\nLgkA0MG4hu4DRqT00uLMNK3bUqlzB3ANHQBsRKD7iBEpvQhyALAYp9wBALAAgQ4AgAUIdAAALECg\\\nAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFuDBMj6C2dYAwG4cofsAZlsDAPsR6D6A2dYAwH4Eug9g\\\ntjUAsB/X0H0As60BgP0IdB/BbGsAYDdOuQMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACB\\\nDgCABQh0AAAsQKADAGABnhTXBTEVKgDgP3GE3sUwFSoAoD0EehfDVKgAgPYQ6F0MU6ECANrDNfQu\\\nhqlQAQDtIdC7IKZCBQD8J065AwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQA\\\nACxAoAMAYIEuHei7d+/W2LFjFRUVpZiYGN1+++1qaWlxuiwAAE64Lh3okyZNUlhYmHbu3KmCggK9\\\n//77evLJJ50uCwCAE85ljDFOF3E0vv76aw0cOFA7duxQ7969JUnLli3TXXfdpW+++eaw76+trVVk\\\nZKRqamoUERFxvMsFAHRCNmVBlz1CLywsVI8ePTxhLkkpKSnaunWrqqurnSsMAAAHdNnZ1urq6hQa\\\nGuq1LiQkRJJUX1+vqKgor7HGxkY1NjZ6XtfW1h73GgEAOFG67BF6aGioGhoavNYdeB0eHn7Q9gsW\\\nLFBkZKRniY+PPyF1AgBwInTZQE9NTVVlZaUqKio864qKitS3b19FRkYetP2cOXNUU1PjWbZt23Yi\\\nywUA4LjqsoE+cOBADR06VLfffrvq6upUWlqqefPm6brrrmt3+6CgIEVERHgtAADYossGuiQtX75c\\\nLS0tSkxM1JAhQ/SLX/xCDzzwgNNlAQBwwnXZm+IkqVevXnrjjTecLuOEyyuq0NqSSp13slsjUno5\\\nXQ4AoBPo0kfoviivqELXv7JBOR+X6fpXNiivqOLwbwIAWI9A72LWllTKz+VSqzHyc7m0bkul0yUB\\\nADoBAr2LOe9ktyfMW43RuQPcTpcEAOgEuvQ1dF80IqWXFmemad2WSp07gGvoAIDvEehd0IiUXgQ5\\\nAMALp9wBALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAF\\\nePQrJDHHOgB0dRyhgznWAcACBDqYYx0ALECggznWAcACXEMHc6wDgAUIdEhijnUA6Oo45Q4AgAUI\\\ndAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAA\\\nCxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABf6cLwImRV1ShtSWVOu9kt0ak\\\n9HK6HABAB+MI3QfkFVXo+lc2KOfjMl3/ygblFVU4XRIAoIMR6D5gbUml/FwutRojP5dL67ZUOl0S\\\nAKCDEeg+4LyT3Z4wbzVG5w5wO10SAKCDcQ3dB4xI6aXFmWlat6VS5w7gGjoA2IhA9xEjUnoR5ABg\\\nMU65AwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFnAs0MvKyjR+/Hj17NlTMTExGjt2rEpLSz3jX375\\\npYYPH67w8HD17t1bjz76qNf7//KXv2jw4MEKDQ3VaaedppUrV57oFgAA6DQcC/SxY8eqR48eKisr\\\nU1lZmdxut8aMGSNJam5u1uWXX66zzz5blZWVeuedd/Tss8/qjTfekCR99dVXmjBhgubNm6eamho9\\\n/PDDuvLKK7Vjxw6n2gEAwFGOBPrevXsVGxurefPmKTQ0VGFhYbrtttu0efNm7d27V3/961+1a9cu\\\n/epXv1JgYKB++tOf6tZbb9UzzzwjScrJydHPfvYzjR07Vv7+/rryyit10UUX6fnnn3eiHQAAHHfc\\\nHiyzf//+Qx4xx8XF6d133/Vat3z5ciUkJCg6OlqFhYU65ZRTFBgY6BlPSUnRggULJEmFhYUaPHiw\\\n1/tTUlK0adOmQ9bT2NioxsZGz+uamhpJUm1t7Y9rDABgjQMZYIxxuJJjd9wCff369Ro2bFi7Y2++\\\n+abGjh3ref3cc8/pt7/9rd566y1JUl1dnUJDQ73eExISovr6+iMab8+CBQv08MMPH7Q+Pj7+iPoB\\\nANirrq5OkZGRTpdxTI5boKenpx/2XzxNTU3KyspSbm6u3nnnHc8/AEJDQ9XQ0OC1bUNDg8LDw49o\\\nvD1z5szRrFmzPK+rq6vVv39/bd26tcv/Eo9EbW2t4uPjtW3bNkVERDhdzgnhaz37Wr+S7/Xsa/1K\\\nx79nY4zq6urUu3fvDt/3iebYs9z37Nmj0aNHq7GxURs2bFBiYqJnLDU1VV9++aVaWlrk7/99iUVF\\\nRUpNTfWMf/rpp177KyoqUlpa2iE/LygoSEFBQQetj4yM9Jm/GJIUERHhU/1Kvtezr/Ur+V7Pvtav\\\ndHx7tuWgzpGb4pqbmzVy5EhFRkbqH//4h1eYS9KwYcMUExOje+65R9999502bdqkp59+Wtddd50k\\\n6ZprrtGaNWv0+uuvq6WlRa+//rrWrFmja665xol2AABwnCNH6G+//bY+/fRTBQcHq2fPnl5jRUVF\\\n6tevn9577z3dfPPNio2NVVhYmG699VZNmTJFknTqqafqT3/6k+6++25dd9116t+/v1asWKFTTjnF\\\ngW4AAHCeI4E+fvz4w15fT0pK0urVqw85PnLkSI0cOfKoawgKCtLcuXPbPQ1vI1/rV/K9nn2tX8n3\\\neva1fiXf7PlouYwN9+oDAODjeJY7AAAWINABALAAgQ4AgAWsD3RmdZN2796tsWPHKioqSjExMbr9\\\n9tvV0tLidFlHbdOmTRoxYoR69Oih2NhYZWZmas+ePZK+f0LhkCFDFBYWpsTERGVnZ3u9NycnR0lJ\\\nSQoNDVVaWprWrl3rRAtHrbW1Venp6Z5vfEj29lxVVaXMzEy53W5FR0dr7Nix2rVrlyQ7e/700091\\\n4YUXKioqSnFxcbrttts8j6u2rd9vv/1WSUlJWrNmjWfdsfTY2tqqO++8U7169VJ4eLh++ctfev6s\\\n+BRjudNPP91cd911pr6+3tTV1Zlp06aZ1NRUY4wxTU1NZuDAgebuu+82jY2N5tNPPzW9e/c2r7/+\\\nujHGmC+//NIEBwebN9980zQ3N5tly5aZ7t27m+3btzvZ0o+Wnp5uMjIyzL59+0xJSYkZNGiQefzx\\\nx50u66g0NDSYuLg48+CDD5rGxkazZ88eM2rUKHP55Zebqqoq06NHD/PMM8+Y5uZm88EHH5jw8HCz\\\nfv16Y4wx+fn5Jjw83Hz00UemqanJPPHEEyYmJsbs27fP4a6O3AMPPGC6detmrr32WmOMsbrn9PR0\\\nM27cOLN3715TW1trxo8fby677DIre25tbTVxcXHmqaeeMq2trWbbtm0mOTnZ/OpXv7Ku348++sic\\\nfPLJRpLJz883xhz7n+OHHnrI/OQnPzFbt241NTU1ZtKkSWbUqFFOtegYqwO9qqrKjBw50uzcudOz\\\nbtOmTUaSqaqqMnl5eSYsLMw0NjZ6xh977DFz4YUXGmOMue+++8yIESO89vmLX/zCPPjggyemgQ7w\\\n1VdfGUlmx44dnnW5ubmmX79+DlZ19L744gvzi1/8wrS0tHjW/fnPfzYRERFm8eLFZuDAgV7b33jj\\\njSYzM9MYY0xGRoa5/vrrvcZPPfVU8+KLLx7/wjvABx98YFJSUswVV1zhCXRbe96wYYMJDg42NTU1\\\nnnWVlZVm8+bNVva8Z88eI8k8+eSTpqWlxWzbts2cdtpp5re//a1V/b788sumX79+Jjc31yvQj7XH\\\nvn37miVLlnjGysvLjcvlMiUlJcexm86ny59y379/v77++ut2l8DAQL377ruKi4vzbH8ks7odmLXt\\\naGZ162wKCwvVo0cPr+cUp6SkaOvWraqurnausKOUnJysVatWyc/Pz7Nu+fLlOuussw77++rKv8/d\\\nu3fruuuu09KlSxUSEuJZb2vPBQUFSklJ0eLFi5WUlKS4uDjNnj1bcXFxVvbsdruVlZWl2bNnKygo\\\nSPHx8TrllFOUlZVlVb8jR45USUmJJk2a5LX+WHqsqanR9u3bvcZ79eql6Ohoff7558epk86pywf6\\\n+vXrNXDgwHaXvLw8r20PzOq2ePFiScdnVrfO5lA9SOpSfbTHGKP7779fb7/9tp566ilrf59tbW26\\\n+uqrNWvWLJ1++uleY7b2XFVVpc8//1xfffWV/vnPf+qzzz7Tjh07lJmZaWXPbW1t6t69u5555hnt\\\n27dPmzdvVlFRkebOnWtVv7GxsZ75OX7oWHqsq6uTpC7zMzieHJucpaN0tlndOptD9SCpS/Xxn2pr\\\nazV16lRt3LhRf/vb3zw3Lv7nWYcj+X3GxMScqLKPyoIFCxQcHKyZM2ceNGZrzweeCrZw4UIFBwcr\\\nPDxc8+fP15AhQzR16tSj+nvbmXt+8803tWLFCn3xxReSpEGDBmnu3Lm69dZbdfXVV1v5O/6hY/lz\\\nfCDIu/r/qztClz9CP5w9e/booosu0tq1a7VhwwavOdp/OKvbAf85q1thYaHX/n443hWkpqaqsrJS\\\nFRUVnnVFRUXq27dvl51hqKSkRGeffbZqa2u1YcMGz6m2w/2+uurv89VXX9WaNWsUFRWlqKgoLV26\\\nVEuXLlVUVJS1PaekpKitrU1NTU2eda2trZKkM844w7qet27d6rmj/YCAgAAFBgZa+zv+oWPpMTo6\\\nWn369PEaLy8vV1VVVZf6GXQIpy/iH09NTU3mzDPPNCNHjjQNDQ0HjTc3N5vExEQze/Zss3//fvPZ\\\nZ5+Z3r17m5deeskYY8y///1vExwcbJYtW+a5yz04ONgUFxef4E6OzdChQ83kyZNNbW2t2bJlixk0\\\naJCZO3eu02UdlaqqKtOvXz8zZcoU09ra6jW2Z88eExUVZZ588knT1NRkPvzwQxMeHm4+/PBDY4wx\\\n77//vud1U1OTefLJJ010dLSprKx0opWjdu2113puirO156amJpOUlGQmTJhg6urqzO7du83FF19s\\\nxo0bZ2XPhYWFJigoyMyfP9+0tLSYkpISM3jwYHPHHXdY2a8xxuumuGPt8f777zepqalmy5Ytpra2\\\n1kyaNMlcdNFFDnXmHKsDfcWKFUaSCQ4ONqGhoV7LN998Y4z5/i7wn//85yYyMtL06dPHPPbYY177\\\nePfdd83pp59uwsLCzKBBg8w777zjRCvHpLy83EycONG43W7Ts2dPM3v2bK+7xLuS//3f/zWSTEhI\\\nyEG/U2OM+eSTT8z5559vwsPDzYABAzz/ODvg1VdfNcnJySY0NNScc845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 frames[221] = 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 frames[222] = 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OzVu3DiFh4crMjJSN998s1paWpwuCwCAo65TB/rkyZMVHBys7du3q6CgQO+8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\\\nmZ07d5oRI0aY8ePHW9lzYWGhCQgIMA899JBpaWkxJSUlZvDgwebWW2+1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 frames[224] = 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XMYY43QRR+Kbb75Rv379tH37dvXs2VOStHz5ct1+++369ttvD7l/TU2NwsLC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\\\n5s2mpqbGTJo0yVx00UUOdeYcqwN95cqVRpLp2rWrCQoK8lq+/fZbY8wP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 frames[225] = 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 frames[226] = 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 frames[227] = 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HQAACxDoAABYgEAHAMACBDoAABYg0AEAsECnDvS9e/dqwoQJCg8PV2RkpG65\\\n5Ra1tLQ4XRYAACddpw70qVOnKjg4WLt371ZBQYHefvttPfHEE06XBQDASecyxhini/ghvvjiCw0c\\\nOFC7du1Snz59JEnLly/XHXfcoS+//PKo76+trVVYWJhqamoUGhp6ossFAHRANmVBpz1CLywsVM+e\\\nPT1hLklJSUnavn27qqurnSsMAAAH+DpdwA9VV1enoKAgr3WBgYGSpPr6eoWHh3uNNTY2qrGx0fO6\\\ntrb2hNcIAMDJ0mmP0IOCgtTQ0OC17tDrkJCQw7ZftGiRwsLCPEtsbOxJqRMAgJOh0wZ6cnKyKisr\\\nVVFR4VlXVFSkmJgYhYWFHbb9vHnzVFNT41l27NhxMssFAOCE6rSBPnDgQF144YW65ZZbVFdXp9LS\\\nUi1YsEAzZ85sd/uAgACFhoZ6LbbJK6rQg68VKa+o4ugbAwCs0mkDXZJWrlyplpYWxcfHa9iwYfrZ\\\nz36me++91+myHJFXVKFrXtik7PfLdM0Lmwh1AOhiOu1NcZLUu3dvrVixwukyOoT1JZXycbnUaox8\\\nXC5t2Fap1KTeTpcFADhJOvUROv7Xeae6PWHeaozOHeB2uiQAwEnUqY/Q8b9Sk3praXqKNmyr1LkD\\\n3BydA0AXQ6BbJDWpN0EOAF0Up9wBALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIE\\\nOgAAFiDQAQCwAIEOAIAFePQrDpNXVKH1JZU671SeCQ8AnQVH6PDCvOoA0DkR6PDS3rzqAICOj0CH\\\nF+ZVB4DOiWvo8MK86gDQORHoOAzzqgNA58MpdwAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAA\\\nFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABQh0\\\nAAAsQKADAGABX6cLwMmRV1Sh9SWVOu9Ut1KTejtdDgDgOOMIvQvIK6rQNS9sUvb7ZbrmhU3KK6pw\\\nuiQAwHFGoHcB60sq5eNyqdUY+bhc2rCt0umSAADHGYHeBZx3qtsT5q3G6NwBbqdLAgAcZ1xD7wJS\\\nk3praXqKNmyr1LkDuIYOADYi0LuI1KTeBDkAWIxT7gAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUI\\\ndAAALECgAwBgAQIdAAALOBboZWVlmjRpknr16qXIyEhNmDBBpaWlnvHPPvtMo0ePVkhIiPr06aOH\\\nH37Y6/1vvPGGhgwZoqCgIJ1++ulavXr1yW4BAIAOw7FAnzBhgnr27KmysjKVlZXJ7XZr/PjxkqTm\\\n5mZddtllGjp0qCorK/X666/rmWee0YoVKyRJn3/+uSZPnqwFCxaopqZGDzzwgKZMmaJdu3Y51Q4A\\\nAI5yJND379+vqKgoLViwQEFBQQoODtbNN9+srVu3av/+/fr73/+uPXv26MEHH5S/v79+/OMf66ab\\\nbtLTTz8tScrOztZPfvITTZgwQb6+vpoyZYqGDx+uP/7xj060AwCA407Ys9wPHjx4xCPm6Ohovfnm\\\nm17rVq5cqbi4OEVERKiwsFCDBg2Sv7+/ZzwpKUmLFi2SJBUWFmrIkCFe709KStKWLVuOWE9jY6Ma\\\nGxs9r2tqaiRJtbW1368xAIA1DmWAMcbhSo7dCQv0jRs3auTIke2OvfLKK5owYYLn9R/+8Af99re/\\\n1auvvipJqqurU1BQkNd7AgMDVV9f/53G27No0SI98MADh62PjY39Tv0AAOxVV1ensLAwp8s4Jics\\\n0EeMGHHUv3iampqUmZmp3Nxcvf76654/AIKCgtTQ0OC1bUNDg0JCQr7TeHvmzZunW2+91fO6urpa\\\n/fv31/bt2zv9L/G7qK2tVWxsrHbs2KHQ0FCnyzkpulrPXa1fqev13NX6lU58z8YY1dXVqU+fPsf9\\\ns082x6ZP3bdvn8aNG6fGxkZt2rRJ8fHxnrHk5GR99tlnamlpka/vNyUWFRUpOTnZM75582avzysq\\\nKlJKSsoR9xcQEKCAgIDD1oeFhXWZ/zAkKTQ0tEv1K3W9nrtav1LX67mr9Sud2J5tOahz5Ka45uZm\\\njRkzRmFhYfrXv/7lFeaSNHLkSEVGRuquu+7S119/rS1btuipp57SzJkzJUlXXXWV1q1bp5dfflkt\\\nLS16+eWXtW7dOl111VVOtAMAgOMcOUJ/7bXXtHnzZnXv3l29evXyGisqKlK/fv301ltv6YYbblBU\\\nVJSCg4N10003acaMGZKk0047TX/961915513aubMmerfv79WrVqlQYMGOdANAADOcyTQJ02adNTr\\\n6wkJCVq7du0Rx8eMGaMxY8b84BoCAgI0f/78dk/D26ir9St1vZ67Wr9S1+u5q/Urdc2efyiXseFe\\\nfQAAujie5Q4AgAUIdAAALECgAwBgAesDnVndpL1792rChAkKDw9XZGSkbrnlFrW0tDhd1g+2ZcsW\\\npaamqmfPnoqKilJ6err27dsn6ZsnFA4bNkzBwcGKj49XVlaW13uzs7OVkJCgoKAgpaSkaP369U60\\\n8IO1trZqxIgRnm98SPb2XFVVpfT0dLndbkVERGjChAnas2ePJDt73rx5sy666CKFh4crOjpaN998\\\ns+dx1bb1+9VXXykhIUHr1q3zrDuWHltbW3X77berd+/eCgkJ0c9//nPPv5UuxVjujDPOMDNnzjT1\\\n9fWmrq7OZGRkmOTkZGOMMU1NTWbgwIHmzjvvNI2NjWbz5s2mT58+5uWXXzbGGPPZZ5+Z7t27m1de\\\necU0Nzeb5cuXmx49epidO3c62dL3NmLECJOWlmYOHDhgSkpKzODBg82jjz7qdFk/SENDg4mOjjb3\\\n3XefaWxsNPv27TNjx441l112mamqqjI9e/Y0Tz/9tGlubjbvvPOOCQkJMRs3bjTGGJOfn29CQkLM\\\ne++9Z5qamszjjz9uIiMjzYEDBxzu6ru79957Tbdu3cz06dONMcbqnkeMGGEmTpxo9u/fb2pra82k\\\nSZPMpZdeamXPra2tJjo62jz55JOmtbXV7NixwyQmJpoHH3zQun7fe+89c+qppxpJJj8/3xhz7P+O\\\n77//fvOjH/3IbN++3dTU1JipU6easWPHOtWiY6wO9KqqKjNmzBize/duz7otW7YYSaaqqsrk5eWZ\\\n4OBg09jY6Bl/5JFHzEUXXWSMMebXv/61SU1N9frMn/3sZ+a+++47OQ0cB59//rmRZHbt2uVZl5ub\\\na/r16+dgVT/cp59+an72s5+ZlpYWz7q//e1vJjQ01CxdutQMHDjQa/vrrrvOpKenG2OMSUtLM9dc\\\nc43X+GmnnWaee+65E1/4cfDOO++YpKQk84tf/MIT6Lb2vGnTJtO9e3dTU1PjWVdZWWm2bt1qZc/7\\\n9u0zkswTTzxhWlpazI4dO8zpp59ufvvb31rV7/PPP2/69etncnNzvQL9WHuMiYkxOTk5nrHy8nLj\\\ncrlMSUnJCeym4+n0p9wPHjyoL774ot3F399fb775pqKjoz3bf5dZ3Q7N2vZDZnXraAoLC9WzZ0+v\\\n5xQnJSVp+/btqq6udq6wHygxMVFr1qyRj4+PZ93KlSt19tlnH/X31Zl/n3v37tXMmTO1bNkyBQYG\\\netbb2nNBQYGSkpK0dOlSJSQkKDo6WnPnzlV0dLSVPbvdbmVmZmru3LkKCAhQbGysBg0apMzMTKv6\\\nHTNmjEpKSjR16lSv9cfSY01NjXbu3Ok13rt3b0VEROjjjz8+QZ10TJ0+0Ddu3KiBAwe2u+Tl5Xlt\\\ne2hWt6VLl0o6MbO6dTRH6kFSp+qjPcYY3XPPPXrttdf05JNPWvv7bGtr05VXXqlbb71VZ5xxhteY\\\nrT1XVVXp448/1ueff65///vf+uijj7Rr1y6lp6db2XNbW5t69Oihp59+WgcOHNDWrVtVVFSk+fPn\\\nW9VvVFSUZ36ObzuWHuvq6iSp0/wMTiTHJmc5XjrarG4dzZF6kNSp+vi/amtrdfXVV+vDDz/UP/7x\\\nD8+Ni//3rMN3+X1GRkaerLJ/kEWLFql79+6aM2fOYWO29nzoqWCLFy9W9+7dFRISooceekjDhg3T\\\n1Vdf/YP+u+3IPb/yyitatWqVPv30U0nS4MGDNX/+fN1000268sorrfwdf9ux/Ds+FOSd/f+rj4dO\\\nf4R+NPv27dPw4cO1fv16bdq0yWuO9m/P6nbI/53VrbCw0Ovzvj3eGSQnJ6uyslIVFRWedUVFRYqJ\\\niem0MwyVlJRo6NChqq2t1aZNmzyn2o72++qsv88XX3xR69atU3h4uMLDw7Vs2TItW7ZM4eHh1vac\\\nlJSktrY2NTU1eda1trZKks4880zret6+fbvnjvZD/Pz85O/vb+3v+NuOpceIiAj17dvXa7y8vFxV\\\nVVWd6mdwXDh9Ef9EampqMmeddZYZM2aMaWhoOGy8ubnZxMfHm7lz55qDBw+ajz76yPTp08f86U9/\\\nMsYY88knn5ju3bub5cuXe+5y7969uykuLj7JnRybCy+80EybNs3U1taabdu2mcGDB5v58+c7XdYP\\\nUlVVZfr162dmzJhhWltbvcb27dtnwsPDzRNPPGGamprMu+++a0JCQsy7775rjDHm7bff9rxuamoy\\\nTzzxhImIiDCVlZVOtPKDTZ8+3XNTnK09NzU1mYSEBDN58mRTV1dn9u7da0aNGmUmTpxoZc+FhYUm\\\nICDAPPTQQ6alpcWUlJSYIUOGmNtuu83Kfo0xXjfFHWuP99xzj0lOTjbb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WIBABwDAAgQ6AAAWaNeBvm/fPo0dO1bh4eGKjIzU7bffrsbGRqfLAgDglGvX\\\ngT5p0iQFBwdrz549ysvL03vvvacnnnjC6bIAADjlXMYY43QRx+Lrr79Wv379tHv3bsXExEiSVqxY\\\nobvvvlvffPPNUdevqqpSWFiYKisrFRoaerLLBQC0QTZlQbvdQ8/Pz1fXrl09YS5JSUlJ2rFjhyoq\\\nKpwrDAAAB/g6XcCxqq6uVlBQkNe8wMBASVJNTY3Cw8O9xurq6lRXV+d5XVVVddJrBADgVGm3e+hB\\\nQUGqra31mnf4dUhISIvlFyxYoLCwMM8UGxt7Suo81XIKSvWbNwqUU1DqdCkAgFOo3QZ6cnKyysrK\\\nVFr6f8FVUFCgnj17KiwsrMXyc+bMUWVlpWfauXPnqSz3lMgpKNX1L25S1kfFuv7FTYQ6AHQg7TbQ\\\n+/XrpwsuuEC33367qqurVVRUpHnz5mn69OmtLh8QEKDQ0FCvyTbrtpXJx+VSkzHycbm0fnuZ0yUB\\\nAE6RdhvokrRy5Uo1NjYqPj5eQ4YM0S9/+Us98MADTpflmHP7uj1h3mSMzunjdrokAMAp0m6/tna8\\\nbPqqwg/lFJRq/fYyndPHreFJ3Z0uBwDaNJuyoN1e5Y7WDU/qTpADQAfUrg+5AwCA7xHoAABYgEAH\\\nAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAtzLHa3KKSjVum1l\\\nOrcvD3kBgPaAPXS0kFNQqutf3KSsj4p1/YublFNQ6nRJAICjINDRwrptZZ5nqvu4XFq/vczpkgAA\\\nR0Ggo4Vz+7o9Yd5kjM7p43a6JADAUXAOHS0MT+quJekpWr+9TOf04Rw6ALQHBDpaNTypO0EOAO0I\\\nh9wBALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQA\\\nACxAoAMAYAECHQAACxDoAABYgEAHAMACBDoAABYg0AEAsACBDgCABXydLgCnRk5BqdZtK9O5fd0a\\\nntTd6XIAACcYe+gdQE5Bqa5/cZOyPirW9S9uUk5BqdMlAQBOMAK9A1i3rUw+LpeajJGPy6X128uc\\\nLgkAcIIR6B3AuX3dnjBvMkbn9HE7XRIA4ATjHHoHMDypu5akp2j99jKd04dz6ABgIwK9gxie1J0g\\\nBwCLccgdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACzgW6MXF\\\nxRo/fry6deumyMhIjR07VkVFRZ7xrVu3atiwYQoJCVFMTIweffRRr/XffvttDRw4UEFBQTrjjDP0\\\n5ptvnuoWAABoMxwL9LFjx6pr164qLi5WcXGx3G63xowZI0lqaGjQqFGjdNZZZ6msrExvvfWWnnnm\\\nGb366quSpK+++koTJkzQvHnzVFlZqYcfflhXXnmldu/e7VQ7AAA4ypFAP3DggKKiojRv3jwFBQUp\\\nODhYt912m7Zs2aIDBw7o73//u/bu3avf/OY38vf3189//nPdeuutevrppyVJWVlZ+p//+R+NHTtW\\\nvr6+uvLKK3XRRRfpueeec6IdAAAcd9IeznLo0KEj7jFHR0frnXfe8Zq3cuVKxcXFKSIiQvn5+erf\\\nv7/8/f0940lJSVqwYIEkKT8/XwMHDvRaPykpSZs3bz5iPXV1daqrq/O8rqyslCRVVVX9tMYAANY4\\\nnAHGGIcrOX4nLdA3bNigoUOHtjr22muvaezYsZ7Xf/zjH/X73/9er7/+uiSpurpaQUFBXusEBgaq\\\npqbmR423ZsGCBXr44YdbzI+Njf1R/QAA7FVdXa2wsDCnyzguJy3QU1NTj/oXT319vTIyMpSdna23\\\n3nrL8wdAUFCQamtrvZatra1VSEjIjxpvzZw5c3THHXd4XldUVKh3797asWNHu/8Qf4yqqirFxsZq\\\n586dCg0NdbqcU6Kj9dzR+pU6Xs8drV/p5PdsjFF1dbViYmJO+Hufao49D33//v0aPXq06urqtGnT\\\nJsXHx3vGkpOTtXXrVjU2NsrX9/sSCwoKlJyc7Bn/5JNPvN6voKBAKSkpR9xeQECAAgICWswPCwvr\\\nMP8wJCk0NLRD9St1vJ47Wr9Sx+u5o/Urndyebdmpc+SiuIaGBo0YMUJhYWH617/+5RXmkjR06FBF\\\nRkbqnnvu0XfffafNmzfrqaee0vTp0yVJ11xzjdauXatXXnlFjY2NeuWVV7R27Vpdc801TrQDAIDj\\\nHNlDf+ONN/TJJ5+oc+fO6tatm9dYQUGBevXqpXfffVc333yzoqKiFBwcrFtvvVXXXnutJOn000/X\\\nX//6V82ePVvTp09X7969tWrVKvXv39+BbgAAcJ4jgT5+/Pijnl9PSEjQmjVrjjg+YsQIjRgx4phr\\\nCAgI0Ny5c1s9DG+jjtav1PF67mj9Sh2v547Wr9Qxez5WLmPDtfoAAHRw3MsdAAALEOgAAFiAQAcA\\\nwALWBzpPdZP27dunsWPHKjw8XJGRkbr99tvV2NjodFnHbPPmzRo+fLi6du2qqKgopaena//+/ZK+\\\nv0PhkCFDFBwcrPj4eGVmZnqtm5WVpYSEBAUFBSklJUXr1q1zooVj1tTUpNTUVM83PiR7ey4vL1d6\\\nerrcbrciIiI0duxY7d27V5KdPX/yySe68MILFR4erujoaN12222e21Xb1u+3336rhIQErV271jPv\\\neHpsamrSXXfdpe7duyskJES/+tWvPL8rHYqx3KBBg8z06dNNTU2Nqa6uNtOmTTPJycnGGGPq6+tN\\\nv379zOzZs01dXZ355JNPTExMjHnllVeMMcZs3brVdO7c2bz22mumoaHBrFixwnTp0sXs2rXLyZZ+\\\nstTUVJOWlmYOHjxotm3bZgYMGGAWLlzodFnHpLa21kRHR5sHH3zQ1NXVmf3795uRI0eaUaNGmfLy\\\nctO1a1fz9NNPm4aGBvP++++bkJAQs2HDBmOMMbm5uSYkJMR8+OGHpr6+3jz++OMmMjLSHDx40OGu\\\nfrwHHnjAdOrUyUyZMsUYY6zuOTU11YwbN84cOHDAVFVVmfHjx5vLL7/cyp6bmppMdHS0efLJJ01T\\\nU5PZuXOnSUxMNL/5zW+s6/fDDz80ffv2NZJMbm6uMeb4f48feugh87Of/czs2LHDVFZWmkmTJpmR\\\nI0c61aJjrA708vJyM2LECLNnzx7PvM2bNxtJpry83OTk5Jjg4GBTV1fnGX/sscfMhRdeaIwx5r77\\\n7jPDhw/3es9f/vKX5sEHHzw1DZwAX331lZFkdu/e7ZmXnZ1tevXq5WBVx+7LL780v/zlL01jY6Nn\\\n3t/+9jcTGhpqlixZYvr16+e1/I033mjS09ONMcakpaWZ66+/3mv89NNPN88///zJL/wEeP/9901S\\\nUpK54oorPIFua8+bNm0ynTt3NpWVlZ55ZWVlZsuWLVb2vH//fiPJPPHEE6axsdHs3LnTnHHGGeb3\\\nv/+9Vf2+8MILplevXiY7O9sr0I+3x549e5ply5Z5xkpKSozL5TLbtm07id20Pe3+kPuhQ4f09ddf\\\ntzr5+/vrnXfeUXR0tGf5H/NUt8NPbTuWp7q1Nfn5+eratavXfYqTkpK0Y8cOVVRUOFfYMUpMTNTq\\\n1avl4+Pjmbdy5UoNHjz4qJ9Xe/489+3bp+nTp2v58uUKDAz0zLe157y8PCUlJWnJkiVKSEhQdHS0\\\nZs2apejoaCt7drvdysjI0KxZsxQQEKDY2Fj1799fGRkZVvU7YsQIbdu2TZMmTfKafzw9VlZWateu\\\nXV7j3bt3V0REhD7//POT1Enb1O4DfcOGDerXr1+rU05Ojteyh5/qtmTJEkkn56lubc2RepDUrvpo\\\njTFG999/v9544w09+eST1n6ezc3Nuvrqq3XHHXdo0KBBXmO29lxeXq7PP/9cX331lT799FN99tln\\\n2r17t9LT063subm5WV26dNHTTz+tgwcPasuWLSooKNDcuXOt6jcqKsrzfI4fOp4eq6urJand/AxO\\\nJsceznKitLWnurU1R+pBUrvq4z9VVVVp6tSp+vjjj/WPf/zDc+Hifx51+DGfZ2Rk5Kkq+5gsWLBA\\\nnTt31syZM1uM2drz4buCLVq0SJ07d1ZISIgeeeQRDRkyRFOnTj2mf7dtuefXXntNq1at0pdffilJ\\\nGjBggObOnatbb71VV199tZWf8Q8dz+/x4SBv7/+vPhHa/R760ezfv18XXXSR1q1bp02bNnk9o/2H\\\nT3U77D+f6pafn+/1fj8cbw+Sk5NVVlam0tJSz7yCggL17Nmz3T5haNu2bTrrrLNUVVWlTZs2eQ61\\\nHe3zaq+f50svvaS1a9cqPDxc4eHhWr58uZYvX67w8HBre05KSlJzc7Pq6+s985qamiRJZ555pnU9\\\n79ixw3NF+2F+fn7y9/e39jP+oePpMSIiQj169PAaLykpUXl5ebv6GZwQTp/EP5nq6+vNL37xCzNi\\\nxAhTW1vbYryhocHEx8ebWbNmmUOHDpnPPvvMxMTEmD/96U/GGGO++OIL07lzZ7NixQrPVe6dO3c2\\\nhYWFp7iT43PBBReYyZMnm6qqKrN9+3YzYMAAM3fuXKfLOibl5eWmV69e5tprrzVNTU1eY/v37zfh\\\n4eHmiSeeMPX19eaDDz4wISEh5oMPPjDGGPPee+95XtfX15snnnjCREREmLKyMidaOWZTpkzxXBRn\\\na8/19fUmISHBTJgwwVRXV5t9+/aZiy++2IwbN87KnvPz801AQIB55JFH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 frames[231] = 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 frames[233] = 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 frames[234] = 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Ah0AAAsQ6AAAWKBDB/qePXs0fvx4RUVFKSYmRjfeeKOam5udLgsAgNOuQwf6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\\\n2cp+jTFeF8WdaI933XWXSU9PN1u3bjU1NTVmypQpZsiQIQ515hyrA33l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 frames[236] = 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 frames[237] = 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 frames[238] = 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Hj3aqXYAtAPcJAYdmcsc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\\\nK8dt0qRJ7ovibO25sbHRJCQkmLFjx5ra2lqzd+9eM3ToUDN69Ggrey4s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 frames[239] = 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gJeyKQscDXQn2fQhAgAO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\\\noYffLFJuUYXTpQAA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 frames[241] = 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 frames[242] = 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o/DwcFVXV3P6HQA6KJuy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\\\n2WefdXpYAAAccy5j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 frames[243] = 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BDoAABYg0AEAsEC7DvRdu3Zp9OjRCg8PV2RkpKZPn66mpianhwUAwAnXrgN9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\\\nzO23325lvcYYr5vijrbGe++91yQnJ5vNmzeb6upqM2HCBDNgwACHKnOO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 frames[244] = 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 frames[245] = 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mpubnS4LAIDjrlMH+uTJkxUcHKwdO3YoPz9f7777rh5//HGnywIA4LhzGWOM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\\\nZDNs2DCHOnOO1YG+cuVKI8l0797dBAUFeS3ffPONMeb7T4H/6le/MmFh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 frames[246] = 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tWuXRo8erdDQUEVEROi2225Tc3Oz02UBAHDCndSBPmHCBAUGBmrHjh3Kz8/X\\\n+++/r6efftrpsgAAOOFcxhjjdBFH4ttvv1Xfvn21fft2de/eXZK0ePFi3XXXXfruu+8OuX5NTY1C\\\nQkJUXV2t4ODg410uAKAdsikLTto99IKCAnXt2tUd5pKUlJSkLVu2qKqqyrnCHJRTWK4/vF2onMJy\\\np0sBAJxg3k4XcKRqa2sVEBDgMc/f31+SVFdXp9DQUI+xhoYGNTQ0uF/X1NQc9xpPpJzCcl3/6jp5\\\nuVx66ZMSLUhP0dCkSKfLAgCcICftHnpAQIDq6+s95u1/HRQUdMDyc+bMUUhIiHuKjY09IXWeKHnF\\\nFfJyudRijLxcLq3eXOF0SQCAE+ikDfTk5GRVVFSovPw/h5cLCwsVExOjkJCQA5afOXOmqqur3dPW\\\nrVtPZLnH3cA+4e4wbzFG5/cOd7okAMAJdNJeFCdJF198sWJiYvTCCy9o9+7dGjlypMaPH6/Zs2cf\\\ncl2bLoTYL6ewXKs3V+j83uEcbgeAw2BTFpzUgV5eXq5bbrlFubm56tSpk9LT0/X444/Ly8vrkOva\\\n9CECAI6MTVlw0l4UJ0mRkZFasmSJ02UAAOC4k/YcOgAA+A8CHQAACxDoAABYgEAHAMACBDoAABYg\\\n0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAuc1Ld+xfGTU1iuvOIKDezDg14A4GTAHjoOkFNYrutf\\\nXaesT0t1/avrlFNYfuiVAACOItBxgLziCvdz1b1cLq3eXOF0SQCAQyDQcYCBfcLdYd5ijM7vHe50\\\nSQCAQ+AcOg4wNClSC9JTtHpzhc7vzTl0ADgZEOho09CkSIIcAE4iHHIHAMACBDoAABYg0AEAsACB\\\nDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBg\\\nAQIdAAALEOgAAFiAQAcAwALeTheAEyOnsFx5xRUa2CdcQ5MinS4HAHCMsYfeAeQUluv6V9cp69NS\\\nXf/qOuUUljtdEgDgGCPQO4C84gp5uVxqMUZeLpdWb65wuiQAwDFGoHcAA/uEu8O8xRid3zvc6ZIA\\\nAMcY59A7gKFJkVqQnqLVmyt0fm/OoQOAjQj0DmJoUiRBDgAW45A7AAAWINABALAAgQ4AgAUIdAAA\\\nLECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACzgWKCXlpZq7Nix6tat\\\nmyIiIjR69GiVlJS4x7/++msNGTJEQUFB6t69ux599FGP9f/xj3+of//+CggI0Omnn67ly5ef6BYA\\\nAGg3HAv00aNHq2vXriotLVVpaanCw8M1atQoSVJTU5NGjBihc889VxUVFXrnnXf03HPPacmSJZKk\\\nb775RuPGjdNDDz2k6upqPfjgg7riiiu0fft2p9oBAMBRjgT6nj17FBUVpYceekgBAQEKDAzU9OnT\\\ntWnTJu3Zs0f//Oc/tXPnTv3hD3+Qr6+vfvGLX+jWW2/Vs88+K0nKysrSxRdfrNGjR8vb21tXXHGF\\\nBg0apBdeeMGJdgAAcNxxex76vn37DrrHHB0drXfffddj3tKlSxUXF6ewsDAVFBTo1FNPla+vr3s8\\\nKSlJc+bMkSQVFBSof//+HusnJSVp48aNB62noaFBDQ0N7tfV1dWSpJqamp/XGADAGvszwBjjcCVH\\\n77gF+po1azR48OA2x958802NHj3a/fr555/Xk08+qbfeekuSVFtbq4CAAI91/P39VVdXd1jjbZkz\\\nZ44efPDBA+bHxsYeVj8AAHvV1tYqJCTE6TKOynEL9NTU1EP+j6exsVEZGRnKzs7WO++84/4PQEBA\\\ngOrr6z2Wra+vV1BQ0GGNt2XmzJm6/fbb3a+rqqrUq1cvbdmy5aT/EA9HTU2NYmNjtXXrVgUHBztd\\\nzgnR0XruaP1KHa/njtavdPx7NsaotrZW3bt3P+bvfaIdt0A/lN27d2vkyJFqaGjQunXrFB8f7x5L\\\nTk7W119/rebmZnl7/1hiYWGhkpOT3ePr16/3eL/CwkKlpKQcdHt+fn7y8/M7YH5ISEiH+YshScHB\\\nwR2qX6nj9dzR+pU6Xs8drV/p+PZsy06dIxfFNTU1adiwYQoJCdEnn3ziEeaSNHjwYEVEROiee+7R\\\nDz/8oI0bN2revHm69tprJUlXX321Vq1apTfeeEPNzc164403tGrVKl199dVOtAMAgOMc2UN/++23\\\ntX79enXu3FndunXzGCssLFTPnj21cuVK3XzzzYqKilJgYKBuvfVWTZo0SZJ02mmn6W9/+5vuvvtu\\\nXXvtterVq5eWLVumU0891YFuAABwniOBPnbs2EOeX09ISNB777130PFhw4Zp2LBhR1yDn5+fZs2a\\\n1eZheBt1tH6ljtdzR+tX6ng9d7R+pY7Z85FyGRuu1QcAoIPjXu4AAFiAQAcAwAIEOgAAFrA+0Hmq\\\nm7Rr1y6NHj1aoaGhioiI0G233abm5manyzpiGzdu1NChQ9W1a1dFRUUpPT1du3fvlvTjHQoHDBig\\\nwMBAxcfHKzMz02PdrKwsJSQkKCAgQCkpKcrLy3OihSPW0tKi1NRU9zc+JHt7rqysVHp6usLDwxUW\\\nFqbRo0dr586dkuzsef369brkkksUGhqq6OhoTZ8+3X27atv6/f7775WQkKBVq1a55x1Njy0tLbrz\\\nzjsVGRmpoKAg/eY3v3H/rnQoxnJnnnmmufbaa01dXZ2pra01U6ZMMcnJycYYYxobG03fvn3N3Xff\\\nbRoaGsz69etN9+7dzRtvvGGMMebrr782nTt3Nm+++aZpamoyixcvNl26dDHbtm1zsqWfLTU11aSl\\\npZm9e/ea4uJi069fP/PEE084XdYRqa+vN9HR0eaBBx4wDQ0NZvfu3Wb48OFmxIgRprKy0nTt2tU8\\\n++yzpqmpyXzwwQcmKCjIrFmzxhhjTG5urgkKCjIff/yxaWxsNE899ZSJiIgwe/fudbirw3f//feb\\\nTp06mWuuucYYY6zuOTU11YwZM8bs2bPH1NTUmLFjx5rLL7/cyp5bWlpMdHS0eeaZZ0xLS4vZunWr\\\nSUxMNH/4wx+s6/fjjz82ffr0MZJMbm6uMebof49nz55tzjjjDLNlyxZTXV1tJkyYYIYPH+5Ui46x\\\nOtArKyvNsGHDzI4dO9zzNm7caCSZyspKk5OTYwIDA01DQ4N7/LHHHjOXXHKJMcaY3//+92bo0KEe\\\n7/nrX//aPPDAAyemgWPgm2++MZLM9u3b3fOys7NNz549HazqyH311Vfm17/+tWlubnbP+/vf/26C\\\ng4PNggULTN++fT2Wv/HGG016eroxxpi0tDRz/fXXe4yfdtpp5qWXXjr+hR8DH3zwgUlKSjK//e1v\\\n3YFua8/r1q0znTt3NtXV1e55FRUVZtOmTVb2vHv3biPJPP3006a5udls3brVnH766ebJJ5+0qt9X\\\nXnnF9OzZ02RnZ3sE+tH2GBMTYxYuXOgeKysrMy6XyxQXFx/Hbtqfk/6Q+759+/Ttt9+2Ofn6+urd\\\nd99VdHS0e/nDearb/qe2HclT3dqbgoICde3a1eM+xUlJSdqyZYuqqqqcK+wIJSYmasWKFfLy8nLP\\\nW7p0qc4555xDfl4n8+e5a9cuXXvttVq0aJH8/f3d823tOT8/X0lJSVqwYIESEhIUHR2tGTNmKDo6\\\n2sqew8PDlZGRoRkzZsjPz0+xsbE69dRTlZGRYVW/w4YNU3FxsSZMmOAx/2h6rK6u1rZt2zzGIyMj\\\nFRYWpi+++OI4ddI+nfSBvmbNGvXt27fNKScnx2PZ/U91W7BggaTj81S39uZgPUg6qfpoizFG9913\\\nn95++20988wz1n6era2tuuqqq3T77bfrzDPP9BiztefKykp98cUX+uabb/T5559rw4YN2r59u9LT\\\n063subW1VV26dNGzzz6rvXv3atOmTSosLNSsWbOs6jcqKsr9fI6fOpoea2trJemk+RkcT449nOVY\\\naW9PdWtvDtaDpJOqj/9WU1OjyZMn67PPPtNHH33kvnDxv486HM7nGRERcaLKPiJz5sxR586dNW3a\\\ntAPGbO15/13B5s6dq86dOysoKEiPPPKIBgwYoMmTJx/R39v23PObb76pZcuW6auvvpIk9evXT7Nm\\\nzdKtt96qq666ysrP+KeO5vd4f5Cf7P9WHwsn/R76oezevVuDBg1SXl6e1q1b5/GM9p8+1W2//36q\\\nW0FBgcf7/XT8ZJCcnKyKigqVl5e75xUWFiomJuakfcJQcXGxzj33XNXU1GjdunXuQ22H+rxO1s/z\\\ntdde06pVqxQaGqrQ0FAtWrRIixYtUmhoqLU9JyUlqbW1VY2Nje55LS0tkqSzzjrLup63bNnivqJ9\\\nPx8fH/n6+lr7Gf/U0fQYFhamHj16eIyXlZWpsrLypPoZHBNOn8Q/nhobG83ZZ59thg0bZurr6w8Y\\\nb2pqMvHx8WbGjBlm3759ZsOGDaZ79+7m5ZdfNsYY8+WXX5rOnTubxYsXu69y79y5sykqKjrBnRyd\\\niy66yEycONHU1NSYzZs3m379+plZs2Y5XdYRqaysND179jSTJk0yLS0tHmO7d+82oaGh5umnnzaN\\\njY3mww8/NEFBQebDDz80xhjz/vvvu183Njaap59+2oSFhZmKigonWjli11xzjfuiOFt7bmxsNAkJ\\\nCWbcuHGmtrbW7Nq1y1x66aVmzJgxVvZcUFBg/Pz8zCOPPGKam5tNcXGx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 frames[247] = 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9fWe19XV1W0+xpMpu6BMuUXluuA0t0Ym9nB6OACAk6zDHqEHBQWprq7Oq+3g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\\\n3GmmTJlioqKiTHh4uElNTTX79u0zxthZc3Z2thk8eLAJCwszffr0MXfe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 frames[248] = 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hYUpJydHr7/+usLCwnTN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\\\ny1KTtH5bhc7vzzl0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 frames[249] = 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AgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALdOhA37Vrl0aPHq2I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\\\nAPPoo4+alpYWU1JSYgYOHGhuv/12K/s1xnhdFHe0Pd53330mOTnZbN68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LrfbrcGDB2vkyJF69NFH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\\\nAIEOAIAFCHQAACxA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 frames[251] = 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Hq6amhqFhYUd7XIBAMchm7Kgw+6hFxYWqlu3bp4wl6Tk5GRt2rRJ1dXVzhUG\\\nAIADfJ0u4FDV1dUpODjYa15QUJAkqb6+XhEREV5jjY2Namxs9Lyura096jUCAHCsdNg99ODgYDU0\\\nNHjN2/s6NDR0n+XnzJmj8PBwzxQXF3dM6gQA4FjosIGekpKiyspKVVRUeOYVFRWpV69eCg8P32f5\\\nmTNnqqamxjNt3rz5WJZ7VOQWVejhN4uUW1Rx4IUBAFbrsIHer18/DRo0SNOnT1ddXZ1KS0s1e/Zs\\\nXXPNNe0uHxAQoLCwMK+pI8stqtB1i9Yo+9MyXbdoDaEOAJ1chw10SVq2bJlaWlqUkJCggQMH6uKL\\\nL9b999/vdFnHRH5JpXxcLrUaIx+XS6s2VjpdEgDAQR32ojhJio6O1muvveZ0GY4450S3XvhnqSfU\\\nz+7rdrokAICDOnSgd2bDkqO1MCNVqzZW6uy+bg1Ljna6JACAgwj0DmxYcjRBDgCQ1MHPoQMAgB8R\\\n6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAW4sA4/cogrll1TqnBO58xwAdDTs\\\noUMST28DgI6OQIcknt4GAB0dgQ5JPz69bW+Y8/Q2AOh4OIcOSTy9DQA6OgIdHjy9DQA6Lg65AwBg\\\nAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAH\\\nAMACBDoAABYg0AEAsACBDgCABQh0AAAsQKADAGABAh0AAAsQ6AAAWMDX6QJwbOQWVSi/pFLnnOjW\\\nsORop8sBABxh7KF3ArlFFbpu0Rplf1qm6xatUW5RhdMlAQCOMAK9E8gvqZSPy6VWY+TjcmnVxkqn\\\nSwIAHGEEeidwzoluT5i3GqOz+7qdLgkAcIRxDr0TGJYcrYUZqVq1sVJn9+UcOgDYiEDvJIYlRxPk\\\nAGAxDrkDAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAAL\\\nOBboZWVlGjdunLp3766oqCiNGTNGpaWlnvGvv/5aQ4cOVWhoqHr06KHHHnvMa/2///3vGjBggIKD\\\ng3XKKaforbfeOtYtAABw3HAs0MeMGaNu3bqprKxMZWVlcrvdGj16tCSpublZI0eO1JlnnqnKykq9\\\n/fbbmj9/vl577TVJ0jfffKPx48dr9uzZqqmp0UMPPaTLL79cW7dudaodAAAc5Uig79q1SzExMZo9\\\ne7aCg4MVEhKiW2+9VRs2bNCuXbv0j3/8Q9u3b9fDDz8sf39/nX766brllls0b948SVJ2drbOP/98\\\njRkzRr6+vrr88ss1ePBgPffcc060AwCA447a09b27Nmz3z3m2NhYvfPOO17zli1bpvj4eEVGRqqw\\\nsFAnnXSS/P39PePJycmaM2eOJKmwsFADBgzwWj85OVnr1q3bbz2NjY1qbGz0vK6pqZEk1dbW/rzG\\\nAADW2JsBxhiHKzl8Ry3QV69erSFDhrQ79vrrr2vMmDGe188++6z+8Ic/6I033pAk1dXVKTg42Gud\\\noKAg1dfXH9R4e+bMmaOHHnpon/lxcXEH1Q8AwF51dXUKDw93uozDctQCPS0t7YB/8TQ1NSkzM1M5\\\nOTl6++23PX8ABAcHq6GhwWvZhoYGhYaGHtR4e2bOnKnbbrvN87q6ulp9+vTRpk2bOvyHeDBqa2sV\\\nFxenzZs3KywszOlyjonO1nNn61fqfD13tn6lo9+zMUZ1dXXq0aPHEX/vY+2oBfqB7Ny5U6NGjVJj\\\nY6PWrFmjhIQEz1hKSoq+/vprtbS0yNf3xxKLioqUkpLiGf/iiy+83q+oqEipqan73V5AQIACAgL2\\\nmR8eHt5p/mFIUlhYWKfqV+p8PXe2fqXO13Nn61c6uj3bslPnyEVxzc3NGj58uMLDw/XPf/7TK8wl\\\naciQIYqKitLdd9+tH374QevWrdMzzzyja665RpJ01VVXaeXKlXr11VfV0tKiV199VStXrtRVV13l\\\nRDsAADjOkT30N998U1988YUCAwPVvXt3r7GioiL17t1b7733nm666SbFxMQoJCREt9xyiyZPnixJ\\\nOvnkk/XXv/5Vd911l6655hr16dNHy5cv10knneRANwAAOM+RQB83btwBz68nJibq3Xff3e/48OHD\\\nNXz48EOuISAgQLNmzWr3MLyNOlu/UufrubP1K3W+njtbv1Ln7PlQuYwN1+oDANDJcS93AAAsQKAD\\\nAGABAh0AAAtYH+g81U3asWOHxowZo4iICEVFRWn69OlqaWlxuqxDtm7dOg0bNkzdunVTTEyMMjIy\\\ntHPnTkk/3qFw4MCBCgkJUUJCgrKysrzWzc7OVmJiooKDg5Wamqr8/HwnWjhkra2tSktL83zjQ7K3\\\n56qqKmVkZMjtdisyMlJjxozR9u3bJdnZ8xdffKELLrhAERERio2N1a233uq5XbVt/X7//fdKTEzU\\\nypUrPfMOp8fW1lbdcccdio6OVmhoqH796197flc6FWO5U0891VxzzTWmvr7e1NXVmSlTppiUlBRj\\\njDFNTU2mX79+5q677jKNjY3miy++MD169DCvvvqqMcaYr7/+2gQGBprXX3/dNDc3m6VLl5quXbua\\\nLVu2ONnSz5aWlmbS09PN7t27TUlJienfv7954oknnC7rkDQ0NJjY2FjzwAMPmMbGRrNz504zYsQI\\\nM3LkSFNVVWW6detm5s2bZ5qbm80HH3xgQkNDzerVq40xxuTl5ZnQ0FDzySefmKamJvPkk0+aqKgo\\\ns3v3boe7Onj333+/6dKli5k0aZIxxljdc1pamhk7dqzZtWuXqa2tNePGjTOXXnqplT23traa2NhY\\\n8/TTT5vW1lazefNmk5SUZB5++GHr+v3kk0/MiSeeaCSZvLw8Y8zh/x4/+OCD5he/+IXZtGmTqamp\\\nMRMmTDAjRoxwqkXHWB3oVVVVZvjw4Wbbtm2eeevWrTOSTFVVlcnNzTUhISGmsbHRM/7444+bCy64\\\nwBhjzL333muGDRvm9Z4XX3yxeeCBB45NA0fAN998YySZrVu3eubl5OSY3r17O1jVofvqq6/MxRdf\\\nbFpaWjzz/va3v5mwsDCzcOFC069fP6/lb7jhBpORkWGMMSY9Pd1cd911XuMnn3yyeeGFF45+4UfA\\\nBx98YJKTk81vfvMbT6Db2vOaNWtMYGCgqamp8cyrrKw0GzZssLLnnTt3GknmqaeeMi0tLWbz5s3m\\\nlFNOMX/4wx+s6vell14yvXv3Njk5OV6Bfrg99urVyyxevNgzVl5eblwulykpKTmK3Rx/Ovwh9z17\\\n9ujbb79td/L399c777yj2NhYz/IH81S3vU9tO5Snuh1vCgsL1a1bN6/7FCcnJ2vTpk2qrq52rrBD\\\nlJSUpBUrVsjHx8czb9myZTrjjDMO+Hl15M9zx44duuaaa7RkyRIFBQV55tvac0FBgZKTk7Vw4UIl\\\nJiYqNjZWM2bMUGxsrJU9u91uZWZmasaMGQoICFBcXJxOOukkZWZmWtXv8OHDVVJSogkTJnjNP5we\\\na2pqtGXLFq/x6OhoRUZGav369Uepk+NThw/01atXq1+/fu1Oubm5XsvufarbwoULJR2dp7odb/bX\\\ng6QO1Ud7jDG677779Oabb+rpp5+29vNsa2vTlVdeqdtuu02nnnqq15itPVdVVWn9+vX65ptv9OWX\\\nX2rt2rXaunWrMjIyrOy5ra1NXbt21bx587R7925t2LBBRUVFmjVrllX9xsTEeJ7P8VOH02NdXZ0k\\\ndZifwdHk2MNZjpTj7alux5v99SCpQ/Xxn2pra3X11Vfr888/10cffeS5cPE/jzoczOcZFRV1rMo+\\\nJHPmzFFgYKCmTZu2z5itPe+9K9jcuXMVGBio0NBQPfrooxo4cKCuvvrqQ/p3ezz3/Prrr2v58uX6\\\n6quvJEn9+/fXrFmzdMstt+jKK6+08jP+qcP5Pd4b5B39/9VHQoffQz+QnTt3avDgwcrPz9eaNWu8\\\nntH+06e67fWfT3UrLCz0er+fjncEKSkpqqysVEVFhWdeUVGRevXq1WGfMFRSUqIzzzxTtbW1WrNm\\\njedQ24E+r476eb788stauXKlIiIiFBERoSVLlmjJkiWKiIiwtufk5GS1tbWpqanJM6+1tVWSdNpp\\\np1nX86ZNmzxXtO/l5+cnf39/az/jnzqcHiMjI9WzZ0+v8fLyclVVVXWon8ER4fRJ/KOpqanJ/PKX\\\nvzTDhw83DQ0N+4w3NzebhIQEM2PGDLNnzx6zdu1a06NHD/Piiy8aY4z597//bQIDA83SpUs9V7kH\\\nBgaa4uLiY9zJ4Rk0aJCZOHGiqa2tNRs3bjT9+/c3s2bNcrqsQ1JVVWV69+5tJk+ebFpbW73Gdu7c\\\naSIiIsxTTz1lmpqazIcffmhCQ0PNhx9+aIwx5v333/e8bmpqMk899ZSJjIw0lZWVTrRyyCZNmuS5\\\nKM7WnpuamkxiYqIZP368qaurMzt27DAXXnihGTt2rJU9FxYWmoCAAPPoo4+alpYWU1JSYgYMGGBu\\\nv/12K/s1xnhdFHe4Pd53330mJSXFbNy40dTW1poJEyaYwYMHO9SZc6wO9OXLlxtJJjAw0AQHB3tN\\\n3333nTHmx6vAf/WrX5nw8HDTs2dP8/jjj3u9xzvvvGNOPfVUExISYvr372/efvttJ1o5LOXl5eay\\\nyy4zbrfbdO/e3cyYMcPrKvGO5H/+53+MJBMUFLTPZ2qMMZ999pk599xz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 frames[253] = 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 frames[254] = 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 frames[255] = 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4XmuuY/LpVUbK5wuCQDgMAK9HRrU1+0J8xZjdFYft9MlAQAcxjn0dmh4UpQW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\\\nevXqZSZPnmxaWlq8xnbu3GnCw8PNE088YRobG82HH35oQkJCzIcffmiM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 frames[257] = 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 frames[258] = 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 frames[259] = 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 frames[260] = 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7gAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgA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\\\nZZdd5rkpztaem5qaTFJSkpkwYYKpq6sz27dvN+ecc44ZN26clT0XFRWZ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Y4fy8/P13nvv6YknnnC6LAAATjiXMcY4XcSR+PrrrzVo0CBt375dvXv3liSt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\\\n6d69uwkKCvKavvnmG2PM93eB/+IXvzBhYWGmT58+5pFHHvHaxjvvvGNO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VlaWJCkrK0sLFixQQUGB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\\\nNfROhKlQAQD7QqB3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 frames[263] = 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XLW1tWnjxo26//77dfHF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\\\nAGABAh0AAAvw6NdO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 frames[264] = 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LECgAwBgAQIdAAALdOpA37Vrl8aPH6/IyEhFR0dr9uzZam1tdbosAACOuU4d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\\\n3RR3uD3eddddJjU11WzevNnU1dWZKVOmmHPPPdehzpxjdaCvWrXKSDJd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 frames[265] = 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 frames[266] = 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tyPDkqK0MD1FqzdW6OxeXEMHAJsQ6O3MsKQoghwALMQpdwAALECgAwBgAQId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\\\nNhs3bjT9+vUzs2fPdrqsw7Jr1y7To0cPc9VVV5nm5mavsZ07d5rw8HDz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 frames[267] = 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zTfldrs1cuRITZgwQQ8/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\\\nyVb2XFhYaAICAszDDz9sWlpaTElJiRkyZIi55ZZbrOzXGON1U9zR9nj3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 frames[269] = 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dboAOC8rv1Q5hWUa2NutYQkRTpcDADgGHKG3cVn5pbr+5Q3K+LRY17+8QVn5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\\\ns+rr6z3rmpqaJEnnnHOOdT1v27bNc0f7Qe3bt1eHDh2s/R3/2PH0GBYW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 frames[270] = 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 frames[271] = 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 frames[272] = 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 frames[273] = 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 frames[274] = 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 frames[275] = 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 frames[276] = 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w1UAoHNiD90iPFwFADovAt0iPFwFADovAt0iPFwFADovzqFbhIerAEDnRaBb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\\\nwszjjz9uGhsbzbvvvmuCg4PNu+++a4wx5u233/a8bmxsNI8//rgJDw83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 frames[277] = 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 frames[278] = 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 frames[279] = 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KgDQebCHbikergIAnQuBbikergIAnQuBbikergIAnQvn0C3Fw1UAoHMh0C3G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\\\n7jXh4eHmiSeeMI2Njeb99983ISEh5v333zfGGPPuu+96Xjc2NponnnjC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Tt1///1qbm7W5s2bde+9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\\\nNijrw1JNf26DcgrL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 frames[281] = 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Q+4AAFiAQAcAwAIEOgAAFujUgb5r1y5NmjRJYWFhioiI0Jw5c9TS0uJ0WQAA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\\\nTHh4uKmsrHSilZ9s+vTpnovibO25qanJxMfHm6lTp5q6ujqza9cuM2bM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 frames[282] = 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 frames[283] = 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 frames[284] = 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V1+V2+3WVVddpSeffFIj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\\\n0LsYnpIGAHYi0LsY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dzJMeQoAduIaeifDlKcAYCcCvRNiylMAsA+n3AEAsACBDgCABQh0AAAsQKAD\\\nAGABAh0AAAsQ6AAAWIBABwDAAgQ6AAAWOKUDfe/evZo4caLCw8MVGRmpuXPnqqWlxemyAAA46U7p\\\nQJ86daqCg4O1e/du5efn691339UTTzzhdFkAAJx0LmOMcbqIo/H1119rwIAB2rVrl3r27ClJWrVq\\\nlW677TZt27btiO+vra1VWFiYampqFBoaeqLLBQB0QDZlwSl7hF5QUKDu3bt7wlySkpKStH37dlVX\\\nVztXGAAADjhlJ2epq6tTUFCQ17rAwEBJUn19vcLDw73GGhsb1djY6HldW1t7wmsEAOBkOWWP0IOC\\\ngtTQ0OC17uDrkJCQQ7ZfvHixwsLCPEtsbOxJqRMAgJPhlA305ORkVVRUqLy83LOusLBQvXv3VlhY\\\n2CHbz58/XzU1NZ5lx44dJ7NcAABOqFM20AcMGKBhw4Zp7ty5qqurU0lJie6//35dc8017W4fEBCg\\\n0NBQrwUAAFucsoEuSatXr1ZLS4vi4+M1ZMgQXXzxxVqwYIHTZXU4OYXluu+NQuUUlh95YwDAKemU\\\n/drasbLpqwo/JKewXDNf3CQfl0utxmh5WorGJEU5XRYAdAg2ZcEpfYSOI8srrvCEuY/LpQ1bK5wu\\\nCQBwAhDolrugv9sT5q3G6Px+bqdLAgCcAKfs99Dx44xJitLytBRt2Fqh8/u5Od0OAJYi0DuBMUlR\\\nBDkAWI5T7gAAWIBABwDAAgQ6AAAWINABALAAgQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcA\\\nwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAHmQ8cR5RSWK6+4Qhf0dzOvOgB0UByh4wflFJZr\\\n5oublPVRqWa+uEk5heVOlwQAaAeBjh+UV1whH5dLrcbIx+XShq0VTpcEAGgHgY4fdEF/tyfMW43R\\\n+f3cTpcEAGgH19Dxg8YkRWl5Woo2bK3Q+f24hg4AHRWBjiMakxRFkANAB8cpdwAALECgAwBgAQId\\\nAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABYgEAHAMAC\\\nBDoAABYg0AEAsADzoXcSOYXlyiuu0AX93cxtDgAW4gi9E8gpLNfMFzcp66NSzXxxk3IKy50uCQBw\\\nnBHonUBecYV8XC61GiMfl0sbtlY4XRIA4Dgj0DuBC/q7PWHeaozO7+d2uiQAwHHGNfROYExSlJan\\\npWjD1gqd349r6ABgIwK9kxiTFEWQA4DFOOUOAIAFCHQAACxAoAMAYAECHQAACxDoAABYwLFALy0t\\\n1eTJk9WjRw9FRkZq4sSJKikp8Yx/+eWXGj16tEJCQtSzZ0899NBDXu//29/+pkGDBikoKEhnnnmm\\\n3nzzzZPdAgAAHYZjgT5x4kR1795dpaWlKi0tldvt1oQJEyRJzc3NuvTSS3XuueeqoqJCb731lp5+\\\n+mm9+uqrkqSvvvpKU6ZM0f3336+amhrde++9uvzyy7Vr1y6n2gEAwFGOBHpVVZWio6N1//33Kygo\\\nSMHBwbrpppu0ZcsWVVVV6e9//7v27Nmj++67T/7+/jrnnHN04403aunSpZKkrKws/dd//ZcmTpwo\\\nX19fXX755Ro+fLieeeYZJ9oBAMBxJ+zBMgcOHDjsEXNMTIzefvttr3WrV69WXFycIiIiVFBQoNNP\\\nP13+/v6e8aSkJC1evFiSVFBQoEGDBnm9PykpSZs3bz5sPY2NjWpsbPS8rqmpkSTV1tb+tMYAANY4\\\nmAHGGIcrOXYnLNA3btyokSNHtjv22muvaeLEiZ7Xf/rTn/T73/9er7/+uiSprq5OQUFBXu8JDAxU\\\nfX39jxpvz+LFi3Xvvfcesj42NvZH9QMAsFddXZ3CwsKcLuOYnLBAHzFixBH/xdPU1KSMjAxlZ2fr\\\nrbfe8vwDICgoSA0NDV7bNjQ0KCQk5EeNt2f+/Pm6+eabPa+rq6vVt29fbd++/ZT/Jf4YtbW1io2N\\\n1Y4dOxQaGup0OSdFZ+u5s/Urdb6eO1u/0onv2Rijuro69ezZ87h/9snm2LPc9+3bp/Hjx6uxsVGb\\\nNm1SfHy8Zyw5OVlffvmlWlpa5Ov7XYmFhYVKTk72jH/66aden1dYWKiUlJTD7i8gIEABAQGHrA8L\\\nC+s0fzEkKTQ0tFP1K3W+njtbv1Ln67mz9Sud2J5tOahz5Ka45uZmjR07VmFhYfrnP//pFeaSNHLk\\\nSEVGRuqOO+7Qt99+q82bN+upp57SNddcI0m66qqrtH79er3yyitqaWnRK6+8ovXr1+uqq65yoh0A\\\nABznyBH6G2+8oU8//VRdu3ZVjx49vMYKCwvVp08fvfPOO7r++usVHR2t4OBg3XjjjZoxY4Yk6Ywz\\\nztBf/vIX3X777brmmmvUt29frVmzRqeffroD3QAA4DxHAn3y5MlHvL6ekJCgdevWHXZ87NixGjt2\\\n7FHXEBAQoEWLFrV7Gt5Gna1fqfP13Nn6lTpfz52tX6lz9ny0XMaGe/UBAOjkeJY7AAAWINABALAA\\\ngQ4AgAWsD3RmdZP27t2riRMnKjw8XJGRkZo7d65aWlqcLuuobd68WWPGjFH37t0VHR2ttLQ07du3\\\nT9J3TygcMmSIgoODFR8fr8zMTK/3ZmVlKSEhQUFBQUpJSVFeXp4TLRy11tZWjRgxwvOND8nenisr\\\nK5WWlia3262IiAhNnDhRe/bskWRnz59++qkuuugihYeHKyYmRjfddJPncdW29fvNN98oISFB69ev\\\n96w7lh5bW1t16623KioqSiEhIfrVr37l+bPSqRjLnXXWWeaaa64x9fX1pq6uzqSnp5vk5GRjjDFN\\\nTU1mwIAB5vbbbzeNjY3m008/NT179jSvvPKKMcaYL7/80nTt2tW89tprprm52axatcp069bN7Ny5\\\n08mWfrIRI0aY1NRUs3//flNcXGwGDhxoHn30UafLOioNDQ0mJibGLFy40DQ2Npp9+/aZcePGmUsv\\\nvdRUVlaa7t27m6VLl5rm5mbz3nvvmZCQELNx40ZjjDG5ubkmJCTEfPjhh6apqck8/vjjJjIy0uzf\\\nv9/hrn68BQsWmC5dupjp06cbY4zVPY8YMcJMmjTJVFVVmdraWjN58mTzy1/+0sqeW1tbTUxMjHny\\\nySdNa2ur2bFjh0lMTDT33Xefdf1++OGHpn///kaSyc3NNcYc+5/je+65x/zsZz8z27dvNzU1NWbq\\\n1Klm3LhxTrXoGKsDvbKy0owdO9bs3r3bs27z5s1GkqmsrDQ5OTkmODjYNDY2esYffvhhc9FFFxlj\\\njLnrrrvMmDFjvD7z4osvNgsXLjw5DRwHX331lZFkdu3a5VmXnZ1t+vTp42BVR++LL74wF198sWlp\\\nafGs++tf/2pCQ0PN8uXLzYABA7y2nzVrlklLSzPGGJOammpmzpzpNX7GGWeY55577sQXfhy89957\\\nJikpyfz617/2BLqtPW/atMl07drV1NTUeNZVVFSYLVu2WNnzvn37jCTzxBNPmJaWFrNjxw5z5pln\\\nmt///vdW9fvCCy+YPn36mOzsbK9AP9Yee/fubVasWOEZKysrMy6XyxQXF5/AbjqeU/6U+4EDB/T1\\\n11+3u/j7++vtt99WTEyMZ/sfM6vbwVnbjmZWt46moKBA3bt393pOcVJSkrZv367q6mrnCjtKiYmJ\\\nWrt2rXx8fDzrVq9ercGDBx/x93Uq/z737t2ra665RitXrlRgYKBnva095+fnKykpScuXL1dCQoJi\\\nYmI0b948xcTEWNmz2+1WRkaG5s2bp4CAAMXGxur0009XRkaGVf2OHTtWxcXFmjp1qtf6Y+mxpqZG\\\nO3fu9BqPiopSRESEPv/88xPUScd0ygf6xo0bNWDAgHaXnJwcr20Pzuq2fPlySSdmVreO5nA9SDql\\\n+miPMUZ333233njjDT355JPW/j7b2tp05ZVX6uabb9ZZZ53lNWZrz5WVlfr888/11Vdf6V//+pc+\\\n++wz7dq1S2lpaVb23NbWpm7dumnp0qXav3+/tmzZosLCQi1atMiqfqOjoz3zc3zfsfRYV1cnSafM\\\nz+BEcmxyluOlo83q1tEcrgdJp1Qf/1dtba2uvvpqffLJJ/rHP/7huXHx/551+DG/z8jIyJNV9lFZ\\\nvHixunbtqjlz5hwyZmvPB58KtmTJEnXt2lUhISF68MEHNWTIEF199dVH9fe2I/f82muvac2aNfri\\\niy8kSQMHDtSiRYt044036sorr7Tyd/x9x/Ln+GCQn+r/rz4eTvkj9CPZt2+fhg8frry8PG3atMlr\\\njvbvz+p20P+d1a2goMDr874/fipITk5WRUWFysvLPesKCwvVu3fvU3aGoeLiYp177rmqra3Vpk2b\\\nPKfajvT7OlV/ny+99JLWr1+v8PBwhYeHa+XKlVq5cqXCw8Ot7TkpKUltbW1qamryrGttbZUknX32\\\n2db1vH37ds8d7Qf5+fnJ39/f2t/x9x1LjxEREerVq5fXeFlZmSorK0+pn8Fx4fRF/BOpqanJ/Pzn\\\nPzdjx441DQ0Nh4w3Nzeb+Ph4M2/ePHPgwAHz2WefmZ49e5rnn3/eGGPMf/7zH9O1a1ezatUqz13u\\\nXbt2NUVFRSe5k2MzbNgwM23aNFNbW2u2bt1qBg4caBYtWuR0WUelsrLS9OnTx8yYMcO0trZ6je3b\\\nt8+Eh4ebJ554wjQ1NZn333/fhISEmPfff98YY8y7777red3U1GSeeOIJ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 frames[287] = 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AI67EzrQp06dquDgYO3cuVP5+fl677339NRTTzldFgAAx53LGGOcLuKn+Oab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\\\naZKVPRcUFJiAgADz8MMPm5aWFlNcXGwGDx5sbr31Viv7NcZ4XRR3tD3e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MQoLC1NkZKRmzZqlxsZGp8sCAOC0O6MDfeLEiQoKCtLevXu1adMmvf/++3r6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\\\n//79ZsiQIWbs2LFW9pybm2v8/PzMo48+ahobG01BQYHp16+fueOOO6zs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 frames[291] = 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 frames[292] = 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 frames[293] = 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 frames[294] = 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AwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACzQqQN9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\\\nwsPDTUVFhROtHLVrrrnG/aE4W3tuamoyCQkJZuLEiaaurs7s3bvXDBs2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 frames[295] = 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gQ4AgAUIdAAALECgAwBgAQIdAAALEOgAAFiAQAcAwAIEOgAAFiDQAQCwAIEO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\\\nwQcfmNDQUPPBBx8YY4x57733PK/r6+vN008/bSIjI01paakTrZywyZMn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 frames[296] = 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 frames[297] = 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AABYgEAHAMACvk4XAGfkFJYrr7hCF5zm1siknk6XAwA4Rp16D33Pnj0aP368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\\\nmjTJ1NXVmT179pjhw4ebCRMmWNlzQUGBCQgIMI888ohpaWkxxcXFZvDg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AFiAQAcAwAIEOgAAFiDQAQCwAIEOAIAFCHQAACxAoAMAYAECHQAACxDoAABY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\\\nYGsAAAAASUVORK5CYII=\\\n\"\n\n\n    /* set a timeout to make sure all the above elements are created before\n       the object is initialized. */\n    setTimeout(function() {\n        animf77d8c308e5f49e7be521e55bf15f1ef = new Animation(frames, img_id, slider_id, 50.0,\n                                 loop_select_id);\n    }, 0);\n  })()\n</script>\n"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 500x500 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data = pd.read_csv(config[\"data_directory\"]+config[\"project_files\"][0],header=[1,2])\n",
    "data_reoriented = analyze.ego_center(config, data, \"tailbase\", \"nose\")\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(5, 5))\n",
    "\n",
    "def update(fr):\n",
    "    ax.clear()\n",
    "    x = data.xs(\"x\", level=1, axis=1).loc[fr]\n",
    "    y = data.xs(\"y\", level=1, axis=1).loc[fr]\n",
    "    x_ego = data_reoriented.xs(\"x\", level=1, axis=1).loc[fr]\n",
    "    y_ego = data_reoriented.xs(\"y\", level=1, axis=1).loc[fr]\n",
    "    \n",
    "    ax.scatter(x, y, color=\"gray\", s=4, label=\"Original\")\n",
    "    ax.scatter(x_ego, y_ego, color=\"C0\", s=4, label=\"Ego-centered\")\n",
    "    ax.set_xlim([-200, 1080])\n",
    "    ax.set_ylim([-200, 1080])\n",
    "    ax.set_title(f\"Frame {fr}\")\n",
    "    ax.legend(loc=\"upper right\")\n",
    "\n",
    "nframes=300\n",
    "ani = FuncAnimation(fig, update, frames=nframes, interval=50)\n",
    "HTML(ani.to_jshtml())"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:57:10.829868Z",
     "start_time": "2025-09-18T23:56:45.345318Z"
    }
   },
   "id": "5dab3a29016e79d4",
   "execution_count": 9
  },
  {
   "cell_type": "markdown",
   "source": [
    "Ego-centering is incorporated into the function analyze.get_keypoint_kinematics, which can get the angle, distance, or travel/movement of keypoints relative to the ego-center."
   ],
   "metadata": {
    "collapsed": false
   },
   "id": "c9fc9c73d06f866d"
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function get_keypoint_kinematics in module utils.analyze:\n",
      "\n",
      "get_keypoint_kinematics(PE_config, keypoint_ego1, keypoint_ego2, start, end, binsize=None, metric='angle', thresh=70, selected_subgroups='all', return_as_df=True, verbose=False)\n",
      "    Measure keypoint kinematics (egocentrically aligned angle, distance, and travel of keypoints) across group of subjects\n",
      "    \n",
      "    :param PE_config: pose estimation config - used for FPS only\n",
      "    :param keypoint1: first keypoint to use for establishing egocentric alignment axis\n",
      "    :param keypoint2: second keypoint to use for establishing egocentric alignment axis\n",
      "    :param start: start time in seconds\n",
      "    :param end: end time in seconds\n",
      "    :param binsize: if binned output is desired, size of timebins (default is None for no binning)\n",
      "    :param metric: metric to assess for all non-keypoint1/2 keypoints; options are \"angle_m\" (for mean angle), \"angle_sd\" (for std deviation of angle), \"distance_m\" (for mean distance of keypoints to ego-center), \"distance_sd\" (for std deviation of distance of keypoints to ego-center), or \"travel\" (for movement of keypoints relative to ego-center)\n",
      "    :param thresh: threshold for when distance 'jump' is too large and should be excluded; default 70\n",
      "    :param selected_subgroups: subgroups to analyze as defined in config; default \"all\"\n",
      "    :param return_as_df: return as a dataframe or return as KeypointTravel class (for embedding, classification)\n",
      "    :return:\n"
     ]
    }
   ],
   "source": [
    "help(analyze.get_keypoint_kinematics)"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:57:10.832118Z",
     "start_time": "2025-09-18T23:57:10.718475Z"
    }
   },
   "id": "1d779105513674df",
   "execution_count": 10
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy: 0.23076923076923078\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 800x500 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 300x300 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 750x750 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Get the kinematic data - travel of keypoints relative to egocentric axis\n",
    "travel_kin = analyze.get_keypoint_kinematics(config,\n",
    "                                             \"tailbase\",\n",
    "                                             \"nose\",\n",
    "                                             0, 1200,\n",
    "                                             metric='travel',\n",
    "                                             selected_subgroups=['sal', 'k1', 'k5', 'k10'],\n",
    "                                             return_as_df=False)\n",
    "\n",
    "# plot the ego-centered travel data\n",
    "plot.plot_keypoint_kinematics(config,travel_kin, figH=5,figW=8,style=\"bar_error\",cmap=\"viridis_r\")\n",
    "plt.title(\"Ego-centered Keypoint Travel\")\n",
    "\n",
    "# use the data for embedding and classification\n",
    "emb = analyze.embed(travel_kin)\n",
    "plot.plot_embeddings(travel_kin,emb)\n",
    "plt.title(\"LDA of Ego-centered Keypoint Travel\")\n",
    "plt.figure(figsize=(2.5,2.5),dpi=300)\n",
    "plt.title(\"Ego-centered Keypoint Travel\\nConfusion Matrix\")\n",
    "acc, cm = analyze.loocv(travel_kin)\n",
    "plt.imshow(cm,cmap=\"Greens\")\n",
    "ticklabels=['sal','k1','k5','k10']\n",
    "plt.xticks(range(len(ticklabels)),labels=ticklabels,rotation=90)\n",
    "plt.yticks(range(len(ticklabels)),labels=ticklabels)\n",
    "print(f\"Accuracy: {acc}\")"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-09-18T23:57:30.969760Z",
     "start_time": "2025-09-18T23:57:10.729668Z"
    }
   },
   "id": "19d8c5c6fff45049",
   "execution_count": 11
  },
  {
   "cell_type": "code",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy: 0.2692307692307692\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 800x500 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 300x300 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "<Figure size 750x750 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Get the kinematic data - angle of keypoints relative to egocentric axis\n",
    "angle_kin = analyze.get_keypoint_kinematics(config,\n",
    "                                             \"tailbase\",\n",
    "                                             \"nose\",\n",
    "                                             0, 1200,\n",
    "                                             metric='angle_sd',\n",
    "                                             selected_subgroups=['sal', 'k1', 'k5', 'k10'],\n",
    "                                             return_as_df=False)\n",
    "\n",
    "# plot the kinematic data\n",
    "plot.plot_keypoint_kinematics(config,angle_kin, figH=5,figW=8,style=\"bar_error\",cmap=\"viridis_r\")\n",
    "plt.title(\"Ego-centered Keypoint Angle\")\n",
    "\n",
    "# use the data for embedding and classification\n",
    "emb = analyze.embed(angle_kin)\n",
    "plot.plot_embeddings(angle_kin,emb)\n",
    "plt.title(\"LDA of Ego-centered Keypoint Angle\")\n",
    "plt.figure(figsize=(2.5,2.5),dpi=300)\n",
    "plt.title(\"Ego-centered Keypoint Angle\\nConfusion Matrix\")\n",
    "acc, cm = analyze.loocv(angle_kin)\n",
    "plt.imshow(cm,cmap=\"Greens\")\n",
    "ticklabels=['sal','k1','k5','k10']\n",
    "plt.xticks(range(len(ticklabels)),labels=ticklabels,rotation=90)\n",
    "plt.yticks(range(len(ticklabels)),labels=ticklabels)\n",
    "print(f\"Accuracy: {acc}\")"
   ],
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     "end_time": "2025-09-19T00:05:09.912823Z",
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   },
   "id": "1d9335faf8a97b01",
   "execution_count": 19
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     "end_time": "2025-09-18T23:57:43.522465Z",
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   "execution_count": 12
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     "start_time": "2025-09-18T23:57:43.518212Z"
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   "execution_count": 12
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   "id": "9484df72e2a5ce39"
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