chn/SiC-2nd-paper
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
016684cc31b39ee29f1512dc7fd043d9757aa2c8
SiC-2nd-paper/画图/拉曼结果拟合/combined/fitting_substrate.ipynb
chn 016684cc31
2025-11-24 15:05:03 +08:00

1926 lines
2.3 MiBLFS
Raw Blame History

{
"cells": [
{
"cell_type": "code",
"execution_count": 19,
"id": "2cb85d86",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"from scipy.optimize import curve_fit\n",
"import matplotlib.pyplot as plt\n",
"import plotly.graph_objects as go\n",
"import matplotlib\n",
"import os\n",
"np.set_printoptions(suppress=True, formatter={'float_kind':lambda x: \"%.3f\" % x})\n",
"\n",
"def lorentzian(x, A, x0, gamma, k, b):\n",
" return A / (1 + ((x - x0) / gamma)**2) + k * x + b\n",
"def double_lorentzian(x, A1, x1, gamma1, A2, x2, gamma2, k, b):\n",
" return lorentzian(x, A1, x1, gamma1, k, b) + lorentzian(x, A2, x2, gamma2, 0, 0)\n",
"def triple_lorentzian(x, A1, x1, gamma1, A2, x2, gamma2, A3, x3, gamma3, k, b):\n",
" return lorentzian(x, A1, x1, gamma1, k, b) + lorentzian(x, A2, x2, gamma2, 0, 0) + lorentzian(x, A3, x3, gamma3, 0, 0)\n",
"%pwd\n",
"polarizations = [ \"zxxz\", \"zxyz\", \"zyyz\", \"xzyx\", \"xzzx\", \"xyyx\" ]\n",
"x = {p: np.loadtxt(f'画图/拉曼结果拟合/combined/substrate/{p}_x.txt') for p in polarizations}\n",
"y = {p: np.loadtxt(f'画图/拉曼结果拟合/combined/substrate/{p}_y.txt') for p in polarizations}\n",
"\n",
"def fitting_peek(x, y, x_range, function, guess, bound):\n",
" mask = (x > x_range[0]) & (x < x_range[1])\n",
" x = x[mask]\n",
" y = y[mask]\n",
" popt, pcov = curve_fit(function, x, y, p0=guess, maxfev=100000, bounds=bound)\n",
" return popt\n",
"fitting_init_parameter = [\n",
" [300, 196, 1, 2e3, 204, 0.8, 0, 900],\n",
" [300, 196, 1, 0, 900],\n",
" [2e3, 204, 0.8, 0, 900],\n",
" [50, 266, 5, 0, 100],\n",
" [1e3, 611, 5, 0, 100],\n",
" [1e4, 776, 1, 1e3, 797, 1, 1, 100],\n",
" [1e4, 776, 1, 1e4, 782, 1, 1e3, 797, 1, 1, 100],\n",
" [1e4, 776, 1, 1, 100],\n",
" [1e3, 797, 1, 1, 100],\n",
"]\n",
"fitting_range = [\n",
" [180, 220],\n",
" [190, 199],\n",
" [180, 220],\n",
" [250, 280],\n",
" [600, 617],\n",
" [700, 850],\n",
" [700, 850],\n",
" [769, 783],\n",
" [793, 803],\n",
"]\n",
"fitting_bound = [\n",
" ([0, 192, 0, 0, 200, 0, -np.inf, -np.inf], [np.inf, 198, np.inf, np.inf, 206, np.inf, np.inf, np.inf]),\n",
" (-np.inf, np.inf),\n",
" (-np.inf, np.inf),\n",
" ([0, 260, 0, -np.inf, -np.inf], [np.inf, 270, np.inf, np.inf, np.inf]),\n",
" ([0, 605, 0, -np.inf, -np.inf], [np.inf, 617, np.inf, np.inf, np.inf]),\n",
" (-np.inf, np.inf),\n",
" (-np.inf, np.inf),\n",
" (-np.inf, np.inf),\n",
" (-np.inf, np.inf)\n",
"]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "1b866284",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
"data": [
{
"mode": "lines",
"name": "zxxz 0",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "wLyKkBBYFkBn1GjeNlEWQJ0XxvKhThZAPEvBnpZIFkDZ9lu16lgWQDxLwZ6WSBZAgHU/9DomFkD/kt+a4j8WQDxLwZ6WSBZA1fyEDwM/FkCzoRFIYzwWQGyv/fF7LBZAw+k+ygQoFkAQeBZw6igWQMPpPsoEKBZA5PCQEJwDFkCmjC3RvSEWQFKd1fgfJxZAIG+5GYFCFkCmjC3RvSEWQL7SdVdOBxZABR2jHe0wFkAGcwQg8B8WQIQoSdKqDhZAdZr9W4AQFkAn3lGhdQUWQCfeUaF1BRZAzDW9f9UMFkDbZxiEPRMWQIQoSdKqDhZAzDW9f9UMFkC72bSF6gsWQObOsuNrGxZAdZr9W4AQFkDRvqiS2PEVQOk85TyEGhZA+RrccDsIFkBiatN1nPUVQC3NrFNt+BVAin5eF6z0FUA3AXCAu/MVQMji11G0GBZAPGfCMUfqFUC/MAJIONMVQO5B6ZuM9hVAYmrTdZz1FUCJ+tCqGf0VQDcBcIC78xVA5XW2AzrrFUCJ6S/IX+gVQGdr5kPADRZAdJbDSeX/FUA9pkaeffcVQOk72ZHa3RVAdJbDSeX/FUD8hvHgWc4VQDAGA9Fc+RVAGgZ5gKW4FUAtzaxTbfgVQGJq03Wc9RVARVdsUefwFUA9pkaeffcVQNfMXI945hVAToRjFkz6FUD5GtxwOwgWQOikwEhs5xVAGHWeksABFkABQWBG/goWQE6EYxZM+hVAGHWeksABFkC+0nVXTgcWQPrRl0MnCRZAZtmqF2IGFkD60ZdDJwkWQBB4FnDqKBZAJollvFUlFkCJqxhCCTAWQDVj5S6lVBZAEHgWcOooFkAisgiaxU0WQFBS9huvghZAYZhuNp7AFkBjjHVy7T0XQJngZ3OI+RdA3yVxVVWeGEDRxYdhzvkYQOEr3NglYxhAhpFrOnsfF0BcAFMWUJEWQOsUAFVAYhZAsZw5ShljFkCF6Es9WJ0WQEjs6YO82RZA1RBGS08WF0DKt9fGFLYXQA8hx91icRhAtv4WTySlGUAhIZ7S8jobQL8uvbtXAh1Az+aCuGCPHkDBaQBUelkfQKtv620Mvx5AqENiFY1HHED5028HRHcZQCxS4M8TvxZAB8BHJ5vpFEB6BD1HdRUUQHpMoCNHAxRAe7/NkVLyE0ChgXHWuysUQK4wBrxcJBRAaq2L7MM7FECmWt2WSoAUQGIO/zBhiBRAwBPrgrqNFEDAE+uCuo0UQIQEycoIlxRA5IAGJryzFEA03XnwBLUUQNa0R55BoBRAs2rQUxeoFEARxaN1e6UUQOi1Xg8PwxRABb5rZf+aFED+TEWKsrwUQDTSjXcluhRA8vn8LKfPFEBtiDbgY6kUQJABEeyP3hRAVedeFqbUFEDotV4PD8MUQGzKff6hyhRANNKNdyW6FEChMdKE48sUQELrp5KEwBRAb7dRpiTNFEB6W08R8eUUQBK3PBYM7BRA6lb3n7fkFEAI+zKxJtIUQKEx0oTjyxRAAw8GNlTdFED6GxUTYMkUQPL5/CynzxRAB+cgG+jwFEBp3UnDlrcUQDzDvlHeuBRA4KoDfOTVFEDkg93UZs4UQFWnsZ8H4RRAoulvThzIFED18o5JycEUQKEx0oTjyxRAeUcfuJChFECQARHsj94UQK4d0yIq5xRAT2W+h4oAFUAI+zKxJtIUQJAlMILU6hRArh3TIirnFEDqVveft+QUQNb0hZKO+hRABAHHfiLXFEB5Rx+4kKEUQOSD3dRmzhRABAHHfiLXFEAAUe4Asu8UQOi1Xg8PwxRAbMp9/qHKFEChMdKE48sUQCh/Ocqe2RRAb7dRpiTNFEBV514WptQUQAfnIBvo8BRA8vn8LKfPFED8owQh59AUQCh/Ocqe2RRAeWpLrMzfFEAI+zKxJtIUQKNSqHQ/vxRA1waH1x3yFECQARHsj94UQLNq0FMXqBRA5IPd1GbOFED18o5JycEUQOCqA3zk1RRADUSql9nGFECyr4YeGNwUQFWnsZ8H4RRA+hsVE2DJFEAEAcd+ItcUQDTSjXcluhRAKH85yp7ZFEBC66eShMAUQDTdefAEtRRAeltPEfHlFEAWRndkfOMUQAfARyeb6RRA5IPd1GbOFEA03XnwBLUUQBCHcWTfohRAwBPrgrqNFEDkg93UZs4UQEBZ3/FyshRAoTHShOPLFEAFvmtl/5oUQG+3UaYkzRRAoTHShOPLFEAKjpPO3a8UQIQEycoIlxRAaDl9UU22FEBj1RWerJkUQCWdTu/5vRRAaDl9UU22FECdizDsWpgUQKPS+TRsuxRABAHHfiLXFEDW9IWSjvoUQLzVUDYuYBVAOf0FYKS5FUCg8pNUj+QVQKPk/HhdnRVARUXMeUwZFUDj1JdLQ+0UQIUJIH1IrRRAEq3VafB+FECKgHiT8J4UQIQEycoIlxRAtQJMOGOUFEBp3UnDlrcUQMAT64K6jRRAhATJygiXFEBoOX1RTbYUQOWUP52gnRRAplrdlkqAFECVavgz/asUQLUCTDhjlBRACcN8IP+CFEBj1RWerJkUQJj889lkjBRAls9YMQiHFEBWbkxFC3QUQKNSqHQ/vxRA5etOCGaQFEB5Rx+4kKEUQKIQSFvKphRAohBIW8qmFEDl604IZpAUQAWRL42BeRRAFt2oOFCcFECEBMnKCJcUQB73/yEIaRRAlWr4M/2rFEDkgAYmvLMUQGPVFZ6smRRAFt2oOFCcFECfpkBDEY8UQJ+mQEMRjxRABb5rZf+aFED+TEWKsrwUQIqAeJPwnhRA5etOCGaQFED7iZT/pWcUQNa0R55BoBRAEq3VafB+FEAFvmtl/5oUQJbPWDEIhxRAgK/yPg6TFEDAE+uCuo0UQLUCTDhjlBRA1rRHnkGgFEAW3ag4UJwUQIt+SjG4iRRAYg7/MGGIFEAJw3wg/4IUQGIO/zBhiBRAmPzz2WSMFEBI6te+DosUQOXrTghmkBRACcN8IP+CFEDwoDEdTnEUQMAT64K6jRRAFt2oOFCcFEB/g5U5tpUUQMAT64K6jRRACeNK71eEFEC/GQVPpIEUQOSABia8sxRAwCtC7axyFEBiDv8wYYgUQAWRL42BeRRAEq3VafB+FEAe9/8hCGkUQDbfG1y6kRRACeNK71eEFEAlRZYSJXgUQJ2LMOxamBRAY9UVnqyZFEBj1RWerJkUQNorPSHIdhRAtQJMOGOUFECfpkBDEY8UQCj5fkrgZBRAvxkFT6SBFECmWt2WSoAUQBKt1WnwfhRAEIdxZN+iFEAFvmtl/5oUQDwXCmbjVhRACcN8IP+CFECUbaIlaXUUQNorPSHIdhRAHvf/IQhpFEC1Akw4Y5QUQEjq174OixRAFPOFoy2kFECAr/I+DpMUQJO06a86fBRAvxkFT6SBFECo8J7HlX0UQKIQSFvKphRANt8bXLqRFECTtOmvOnwUQL8ZBU+kgRRA8KAxHU5xFEDaKz0hyHYUQMArQu2schRA0MZZkd16FEDKipfXGVsUQMqKl9cZWxRAOw4vQy1tFECUbaIlaXUUQLisel9LWBRABZEvjYF5FEAo+X5K4GQUQM9aHlYQVBRAsJPNfY1uFEBVC+nnPFEUQIt+SjG4iRRAQ2/m3qZSFEAFkS+NgXkUQMArQu2schRAuKx6X0tYFEAo+X5K4GQUQPuJlP+lZxRAo+SFYkNmFECUbaIlaXUUQPuJlP+lZxRAwCtC7axyFEDKipfXGVsUQFX3g0SzSBRAlG2iJWl1FEAlRZYSJXgUQNorPSHIdhRACqz0VoBcFEDPWh5WEFQUQIbm0oGyYBRACqz0VoBcFED0ASNjjksUQJ90yNTubxRAsJPNfY1uFED0ASNjjksUQDpS7RjfOBRAn3TI1O5vFECTtOmvOnwUQAqs9FaAXBRAVQvp5zxRFEB0GpT7iEEUQLisel9LWBRAq5hTDRdiFEDAK0LtrHIUQCyeifXnXRRALJ6J9eddFEDKipfXGVsUQK3i6k15VRRA+4mU/6VnFEBnlQJ0DTMUQBZ8Po/MaxRA8ASHztBPFEBI6te+DosUQNDGWZHdehRACqz0VoBcFEAsnon1510UQPCgMR1OcRRAhubSgbJgFECrmFMNF2IUQJRtoiVpdRRABZEvjYF5FEBqrYvswzsUQKuYUw0XYhRA8ASHztBPFEBWbkxFC3QUQB73/yEIaRRAOw4vQy1tFECj5IViQ2YUQDwXCmbjVhRA2is9Ich2FEACYSq3fGMUQBjxJEqwhRRAsJPNfY1uFEB0GpT7iEEUQJ90yNTubxRAls9YMQiHFEAvP7vFUToUQLXDe4n4QhRABZEvjYF5FEDaKz0hyHYUQJRtoiVpdRRA+4mU/6VnFECUbaIlaXUUQBZ8Po/MaxRAYg7/MGGIFEAo+X5K4GQUQFZuTEULdBRA2is9Ich2FEAJw3wg/4IUQAWRL42BeRRAmPzz2WSMFEDwBIfO0E8UQCVFlhIleBRAVm5MRQt0FEBISozaslkUQNDGWZHdehRAFnw+j8xrFEDwoDEdTnEUQGAtqGFrahRAsJPNfY1uFEAFkS+NgXkUQKjwnseVfRRACcN8IP+CFECo8J7HlX0UQGIO/zBhiBRAtQJMOGOUFECEBMnKCJcUQGIO/zBhiBRAvxkFT6SBFECWz1gxCIcUQFZuTEULdBRAnbg8W5OuFEBj1RWerJkUQJRtoiVpdRRA8KAxHU5xFEBp3UnDlrcUQPCgMR1OcRRA5IAGJryzFEARxaN1e6UUQH+DlTm2lRRAwBPrgrqNFEBp3UnDlrcUQIt+SjG4iRRABZEvjYF5FEBoOX1RTbYUQGndScOWtxRAKF1p1yexFEBoOX1RTbYUQEBZ3/FyshRA5etOCGaQFECVavgz/asUQChdadcnsRRAFPOFoy2kFECWz1gxCIcUQAW+a2X/mhRA5IAGJryzFEDotV4PD8MUQLNq0FMXqBRA/kxFirK8FEAOIGL4UsQUQLKvhh4Y3BRAQuunkoTAFEAStzwWDOwUQAqOk87drxRAErc8FgzsFED+TEWKsrwUQCh/Ocqe2RRAoTHShOPLFECi6W9OHMgUQAqOk87drxRAVedeFqbUFECVavgz/asUQLUCTDhjlBRAioB4k/CeFEA00o13JboUQBHFo3V7pRRAoTHShOPLFEBVp7GfB+EUQBCHcWTfohRAaDl9UU22FEAOIGL4UsQUQKIQSFvKphRAad1Jw5a3FECfpkBDEY8UQGg5fVFNthRAhQkgfUitFEAOIGL4UsQUQOSD3dRmzhRAJZ1O7/m9FEAOIGL4UsQUQGPVFZ6smRRA6LVeDw/DFECVavgz/asUQKNSqHQ/vxRAnbg8W5OuFED6GxUTYMkUQEBZ3/FyshRAKF1p1yexFEA00o13JboUQCWdTu/5vRRA9fKOScnBFECKgHiT8J4UQKEx0oTjyxRAAw8GNlTdFEDkgAYmvLMUQGg5fVFNthRA+hsVE2DJFEDotV4PD8MUQELrp5KEwBRANNKNdyW6FECjUqh0P78UQG2INuBjqRRAKF1p1yexFEBOcxB7lsUUQG2INuBjqRRAnbg8W5OuFEBvt1GmJM0UQAqOk87drxRADUSql9nGFEA8w75R3rgUQOCqA3zk1RRArz3G3WXTFEA2/Hoieu4UQPXyjknJwRRAhQkgfUitFEDkg93UZs4UQAj7MrEm0hRAo1KodD+/FEDy+fwsp88UQPyjBCHn0BRA8vn8LKfPFECi6W9OHMgUQLKvhh4Y3BRAErc8FgzsFEBCQeYeYNgUQGzKff6hyhRAK7dlk7sBFUAofznKntkUQK89xt1l0xRAb7dRpiTNFEAofznKntkUQBZGd2R84xRA8/2bZ8H7FECxplal29oUQPolVzJC4hRAVedeFqbUFEAofznKntkUQCWdTu/5vRRAoTHShOPLFEAEAcd+ItcUQHlqS6zM3xRATSXx/ln5FECWZdA3iPQUQAfnIBvo8BRAbMp9/qHKFEDy+fwsp88UQBCHcWTfohRA+iVXMkLiFEB5akuszN8UQHlqS6zM3xRArh3TIirnFEC0XVk2U/MUQJAlMILU6hRAb7dRpiTNFECyr4YeGNwUQGzKff6hyhRAVaexnwfhFEBNJfH+WfkUQABR7gCy7xRArh3TIirnFEAqJL3UYugUQNcGh9cd8hRAB8BHJ5vpFEAhBN3g8/wUQNcGh9cd8hRAAFHuALLvFEDqVveft+QUQOPUl0tD7RRAjtrXP771FEA2/Hoieu4UQKu8xNhnDBVA49SXS0PtFEB9UGKWfQYVQGJ0Sfc5CxVAB+cgG+jwFEB9UGKWfQYVQJzWnZocBBVAthb9XwoKFUB9UGKWfQYVQK89xt1l0xRAf93w7vcWFUDmnB1CHREVQII4W2GVDRVAAO9//iX+FEDj1JdLQ+0UQABR7gCy7xRAgjhbYZUNFUAqJL3UYugUQBDdedKTIhVAjEfPXyIYFUDPo4o3dRMVQM+jijd1ExVAtF1ZNlPzFECI/kWUdxoVQOacHUIdERVAor98ZQ4uFUCCOFthlQ0VQDjUE7IKPxVAkCUwgtTqFEC2Fv1fCgoVQII4W2GVDRVAp7vXFsocFUA2k8RoSRIVQIxHz18iGBVAq7zE2GcMFUC+MXljCSYVQA75tKpEIBVADvm0qkQgFUC8MkGRwg4VQF/TCEEbHxVALy2T5rojFUAQ3XnSkyIVQDXQyXfKPBVA9qBJgDMvFUAO+bSqRCAVQOl58PRNBRVAEN150pMiFUCCOFthlQ0VQOacHUIdERVA+w5nP8FFFUAhBN3g8/wUQOXntxfqPRVA+0F4wQQ2FUBJ2OsHUUsVQGaSG+2cMhVAz1Fe91YwFUAiCkXn4jQVQIxHz18iGBVAt77tXd5GFUBKU71H6iwVQKqPtiaJTRVASdjrB1FLFUAO+bSqRCAVQJwXPrxmQhVA5ee3F+o9FUBvAfuGqjsVQMlNnUwSbBVAMd2uoCdUFUD7Dmc/wUUVQEMdBR2kThVAQx0FHaROFUBpZPV4LycVQH5IXGhzVxVA796DxEBVFUB+SFxoc1cVQEnpeO1tcRVAIOMVlaNZFUC+ib0z8nkVQK5pvZsBXhVArmm9mwFeFUDW0AWQ0lsVQEOX0XSvZhVA0h8+m1lWFUCJsuBUsnUVQDGEjxWQcxVApkufjsNnFUDCd3mvfYQVQDgjD17XaBVAz71S5MOKFUAFHKeTLX4VQIG0od6JhRVAQ5fRdK9mFUAlzDNFVoEVQOvr+9YPfBVAgbSh3omFFUC+ib0z8nkVQAUcp5MtfhVAnktYOWOeFUCeTQpsXHAVQLzVUDYuYBVA7J+fx5WGFUBlEjcvUZsVQJ5NCmxccBVAaqgPn6KHFUABYVE9Hn0VQJUGV3AKkhVAJcwzRVaBFUDNrAlIY4IVQHYoRKlCmRVAoaszNp2sFUB8ZESn7Y4VQFiVLCkBexVAIX4/5GmfFUB2KESpQpkVQCmALYSXqhVAb415GROTFUCh/FBwzosVQGnh4J4jlRVAqHuXveF4FUC0tptCpbEVQFnpnPaRqBVAo+T8eF2dFUBZ6Zz2kagVQG+NeRkTkxVA1ShsYaa3FUCj5Px4XZ0VQG+NeRkTkxVAaqgPn6KHFUChqzM2nawVQAUcp5MtfhVAtLabQqWxFUAhCxnr440VQLNBUIaiuxVAid0tzHiiFUDL+uiKhqUVQPW3hbn22hVATWzBHm+gFUC0tptCpbEVQI2fKm2RwhVAo+T8eF2dFUDVKGxhprcVQIfG1V6mtBVARNP+6JmrFUAq3RfelKkVQPkTYDq74BVA9/D7WX/HFUD38PtZf8cVQLPYiI56yBVAMyrS+o7DFUAtjEK7assVQCrdF96UqRVAs9iIjnrIFUBBlxkni8QVQOikwEhs5xVAw8xBQKazFUD3400cYM0VQCSH+wMA2hVAg4TD3JfAFUD7JCTJENgVQC2MQrtqyxVAahIMvCHWFUB83a0z7dsVQC2MQrtqyxVAQZcZJ4vEFUCUWa8aZswVQEzoM+FG0RVAhriCYBnXFUCQXqfFgsYVQHzdrTPt2xVAGgZ5gKW4FUB83a0z7dsVQLNBUIaiuxVAahIMvCHWFUDV+rdoU88VQJkgu+fF3xVA+WkqxJTBFUAc2xTTTdAVQB1U7TqjsBVAtLabQqWxFUAdVO06o7AVQETT/uiZqxVAM35WFYfFFUCqrUCcgqQVQIOEw9yXwBVAtLabQqWxFUAhkFGKnr0VQJRZrxpmzBVAWPRTZKe1FUDf66d1V5wVQNeWm6KNpxVAMyrS+o7DFUApgC2El6oVQMnUhIV1yRVATWzBHm+gFUAdVO06o7AVQIOEw9yXwBVAid0tzHiiFUAdVO06o7AVQCrdF96UqRVAo+T8eF2dFUCBtKHeiYUVQJ5LWDljnhVAZRI3L1GbFUCeS1g5Y54VQG/RJ2s7fxVAGXu7ggGRFUC0tptCpbEVQPNc1vutiBVAgbSh3omFFUAxhI8VkHMVQF7cYpg7mBVAnk0KbFxwFUABYVE9Hn0VQJUGV3AKkhVABRynky1+FUD0Mgeli1gVQK5pvZsBXhVAibLgVLJ1FUCTkaxb/2oVQBl7u4IBkRVAMYSPFZBzFUBrDSQ40ncVQEQN5OJaYhVAcB8COnGDFUAx3a6gJ1QVQPS9a7ApQBVAb415GROTFUCBtKHeiYUVQL6JvTPyeRVAOIyNUkVhFUDRrM/zJG0VQDgjD17XaBVAgbSh3omFFUAxhI8VkHMVQDGEjxWQcxVAIQsZ6+ONFUBEnOASuYkVQM2sCUhjghVAyU2dTBJsFUCqrUCcgqQVQHxkRKftjhVAaw0kONJ3FUAlzDNFVoEVQFiVLCkBexVAaqgPn6KHFUDRrM/zJG0VQEnpeO1tcRVAb415GROTFUDsn5/HlYYVQKqtQJyCpBVAMYSPFZBzFUAV14se948VQPNc1vutiBVAJcwzRVaBFUBv0SdrO38VQKEwsji7WhVAIQsZ6+ONFUAFHKeTLX4VQFiVLCkBexVAAg7E9qF0FUCeTQpsXHAVQAKYn/tIgBVAcB8COnGDFUACmJ/7SIAVQMlNnUwSbBVAJsaZ0ZllFUBwHwI6cYMVQOvr+9YPfBVAEgzW3OpcFUC81VA2LmAVQNbQBZDSWxVAvNVQNi5gFUAORZdlSW8VQLzVUDYuYBVAqo+2JolNFUCJsuBUsnUVQGsNJDjSdxVAviJJ4+ppFUC+Iknj6mkVQGWSQSKFZBVAgltNm2xMFUB+SFxoc1cVQCDjFZWjWRVANdDJd8o8FUDl9ASyaTkVQNGsz/MkbRVA1tAFkNJbFUDW0AWQ0lsVQKqPtiaJTRVASel47W1xFUDW0AWQ0lsVQGaSG+2cMhVA0h8+m1lWFUCmQyct+0cVQDiMjVJFYRVASel47W1xFUAQyi+ARzgVQIZ6JPUYSRVAMd2uoCdUFUCj2WpeSEEVQKqPtiaJTRVAZpIb7ZwyFUA10Ml3yjwVQCbGmdGZZRVAqo+2JolNFUCrndgOGF8VQJfD7CU1ShVAIgpF5+I0FUA4jI1SRWEVQDiMjVJFYRVAEgzW3OpcFUB+SFxoc1cVQPsOZz/BRRVAAg7E9qF0FUBiuJQvDlMVQDiMjVJFYRVAAg7E9qF0FUACDsT2oXQVQIMZlBifrRVAM35WFYfFFUAIVBxaDEwWQJ5YhRqppxZAgh7ttLlkF0BoJPc9XW8YQNgswvc3eRlAEN2QqfQeGkCgjwAdis4ZQGTCHHW2kBhA3b211MRxF0Djl34iHXwWQGdr5kPADRZAXtximDuYFUDNrAlIY4IVQDGEjxWQcxVA796DxEBVFUC3vu1d3kYVQKZDJy37RxVAZpIb7ZwyFUAQyi+ARzgVQPTtswChGxVAIgpF5+I0FUBKX2/54iQVQF/TCEEbHxVAdcwGp3opFUA8ehQ6VSgVQIxHz18iGBVA+0F4wQQ2FUCI/kWUdxoVQC8tk+a6IxVAiP5FlHcaFUDmnB1CHREVQPtBeMEENhVAX9MIQRsfFUBJ2OsHUUsVQEnY6wdRSxVAKls4xb5PFUC81VA2LmAVQKqPtiaJTRVAvNVQNi5gFUCmS5+Ow2cVQFiVLCkBexVAQ5fRdK9mFUAmxpnRmWUVQDiMjVJFYRVA81zW+62IFUAlzDNFVoEVQM+9UuTDihVACDNrUTduFUCmS5+Ow2cVQGsNJDjSdxVAq53YDhhfFUBrDSQ40ncVQEnpeO1tcRVAWemc9pGoFUCZjp5qwnYVQM+9UuTDihVAwYeKqyyWFUB4XNAaoq8VQCrdF96UqRVAIQsZ6+ONFUAhCxnr440VQF7cYpg7mBVAmY6easJ2FUAV14se948VQL6JvTPyeRVAAWFRPR59FUBlkkEihWQVQNbQBZDSWxVA2h0ibL8zFUDW0AWQ0lsVQPtBeMEENhVA9P5m0aNEFUBf0whBGx8VQJETt0kmNxVASl9v+eIkFUBKX2/54iQVQKIvQGlsIRVAq7zE2GcMFUAO+bSqRCAVQM+jijd1ExVAaWT1eC8nFUDPo4o3dRMVQKe71xbKHBVAoi9AaWwhFUBidEn3OQsVQCu3ZZO7ARVA1vSFko76FEAiCkXn4jQVQALhSETsAhVAf93w7vcWFUD6NKOuoBQVQJzWnZocBBVAiP5FlHcaFUD6U/4mzRUVQPo0o66gFBVARUXMeUwZFUDW9IWSjvoUQIxHz18iGBVAnNadmhwEFUDdauPW8h0VQPTtswChGxVAz6OKN3UTFUBOcxB7lsUUQCIKRefiNBVAjEfPXyIYFUCiL0BpbCEVQKu8xNhnDBVAfVBiln0GFUDPo4o3dRMVQL4xeWMJJhVA9O2zAKEbFUAvLZPmuiMVQH1QYpZ9BhVAjEfPXyIYFUAQ3XnSkyIVQLYW/V8KChVANuzm3awHFUBidEn3OQsVQJETt0kmNxVAT2W+h4oAFUBf0whBGx8VQN1q49byHRVAAuFIROwCFUCQJTCC1OoUQDbs5t2sBxVA5pwdQh0RFUCWZdA3iPQUQIxHz18iGBVAYnRJ9zkLFUDW9IWSjvoUQH1QYpZ9BhVAAFHuALLvFEC0XVk2U/MUQOl58PRNBRVAAnW7wFf/FEAAUe4Asu8UQCokvdRi6BRA1vSFko76FEDGgbPL2wgVQE9lvoeKABVArz3G3WXTFECiL0BpbCEVQCu3ZZO7ARVAAw8GNlTdFECuHdMiKucUQAfARyeb6RRANvx6InruFEC8MkGRwg4VQFgtYsPwDxVArBQhcSb4FEC2Fv1fCgoVQEpfb/niJBVA1vSFko76FEC8MkGRwg4VQEVFzHlMGRVAjtrXP771FEC8MkGRwg4VQPTtswChGxVAthb9XwoKFUCMR89fIhgVQDx6FDpVKBVAYnRJ9zkLFUDpefD0TQUVQCEE3eDz/BRAKH85yp7ZFEB/3fDu9xYVQJAlMILU6hRAnBc+vGZCFUBFRcx5TBkVQFgtYsPwDxVAT2W+h4oAFUCI/kWUdxoVQAJ1u8BX/xRAthb9XwoKFUB9UGKWfQYVQPTtswChGxVAvDJBkcIOFUA27ObdrAcVQOl58PRNBRVAnNadmhwEFUCI/kWUdxoVQF/TCEEbHxVA6Xnw9E0FFUDnIZHWxSsVQI7a1z++9RRAAFHuALLvFEDPo4o3dRMVQDbs5t2sBxVARUXMeUwZFUC+MXljCSYVQN1q49byHRVA5pwdQh0RFUCCOFthlQ0VQFgtYsPwDxVAvjF5YwkmFUA8ehQ6VSgVQBDdedKTIhVA3Wrj1vIdFUCrvMTYZwwVQN1q49byHRVAvDJBkcIOFUCCW02bbEwVQA75tKpEIBVASlO9R+osFUA10Ml3yjwVQOchkdbFKxVAWC1iw/APFUDPo4o3dRMVQBDdedKTIhVAZpIb7ZwyFUC3vu1d3kYVQIJbTZtsTBVApkMnLftHFUBKX2/54iQVQEpTvUfqLBVAQx0FHaROFUA4Iw9e12gVQEOX0XSvZhVAQx0FHaROFUBTnJQbejEVQCpbOMW+TxVA5fQEsmk5FUDD8h1FijoVQPagSYAzLxVAw/IdRYo6FUC81VA2LmAVQDGEjxWQcxVA0h8+m1lWFUDJTZ1MEmwVQPQyB6WLWBVAnk0KbFxwFUBDl9F0r2YVQL6JvTPyeRVAhK7tJX9yFUC+ib0z8nkVQIG0od6JhRVA44ESKHBjFUDJTZ1MEmwVQG+NeRkTkxVAvom9M/J5FUBwHwI6cYMVQImy4FSydRVAy/roioalFUBwHwI6cYMVQG/RJ2s7fxVAibLgVLJ1FUB8ZESn7Y4VQNFC20M0lxVA15aboo2nFUB2KESpQpkVQOyfn8eVhhVAlQZXcAqSFUCJsuBUsnUVQM2sCUhjghVAfGREp+2OFUBp4eCeI5UVQGnh4J4jlRVAibLgVLJ1FUCBtKHeiYUVQImy4FSydRVAAWFRPR59FUDNrAlIY4IVQGUSNy9RmxVAGXu7ggGRFUDsn5/HlYYVQCrdF96UqRVAHVTtOqOwFUCDhMPcl8AVQCrdF96UqRVAOf0FYKS5FUAhkFGKnr0VQFY/sBZ0oRVAvzACSDjTFUCHxtVeprQVQCsa7KAw1BVAA36O4aWyFUCHxtVeprQVQDN+VhWHxRVA+abyEgnZFUChqzM2nawVQCmALYSXqhVAWemc9pGoFUDC59GnoLwVQMnUhIV1yRVA9beFufbaFUCGuIJgGdcVQNfMXI945hVA1fq3aFPPFUDldbYDOusVQEVXbFHn8BVAhriCYBnXFUDuQembjPYVQB6pUfSIBBZAr8Jr5K0CFkC+e4PeJxQWQEW+C4jiFhZACrtgE7MqFkAQeBZw6igWQBh1npLAARZAjZ7cnjsdFkA9dP7H/TcWQHRGEHs/RBZAHJY5+LdHFkC4V1zm7VIWQJm0jsPAORZAmexR4l9DFkDGxZ3Tj2AWQDapUl1KexZAyLO7iVmZFkA1/ZejmasWQPd9BbDdgRZACZQJm2OsFkAstaNV/LsWQMVZtwFMyBZAzVlZC3vgFkA4QCMCQPIWQDhAIwJA8hZAbd05Ni4UF0Bt3Tk2LhQXQEROhN7YVBdATs5QxKdoF0BpmASOcXsXQFazalm2cxdAVjrmrXm1F0COLeC/DM4XQOEgSr4QBxhA4sp9DO0rGEClsynkBlAYQOm7sPrlchhA22HXMvy5GECQyM4EueUYQEQ37zVaLhlA8anlcgVvGUDqgoMmE64ZQDuPKgR3+hlACJgX8OFVGkBlurcX56YaQMqch+04IRtAubxNQiuYG0B6tnb9MwwcQO60DoOdsxxAMAMU1opXHUCarae9sCQeQCaznEAiEB9Am7MgeKgRIEDhCsl68aAgQF9sRsnZQSFAUy5lA9XjIUDLScBhtnsiQJ+QYKWV9SJA2o0iZbU1I0Do6gpqOSojQI3eJ70OzyJApmzjQuk2IkCzVNRkX4IhQPnVr8iLwiBA2PZYE8MSIEAXjOAy4dEeQHQP4dn5xx1Amh2JmlLJHEAoo1keUvgbQMpV1ng3QhtAMOKqTQafGkAGmgf+6hAaQGoDYLcTlhlA8IobVxxZGUBU3JbCKAkZQN4G8WOioxhAq4Gz+8xqGEBf1u4xLxcYQMJD3KnlyRdA8w5etNaIF0A9EgZW62sXQF93rMguIBdAKDwI8O39FkC6yZW2/NsWQMVZtwFMyBZAFj8GZLuTFkCEMdOh/HcWQJeUJCtoYRZA/5LfmuI/FkDGw3F1oToWQKmf5rArXRZApeiq4h1FFkBBiqtcUUoWQFBS9huvghZAl5QkK2hhFkAACvq5/8UWQLkcWW3IJRdA5mOftM6UF0C/+4A+UksYQDQrvwxW/RhAikFBXQKnGUCv4Sn5/E0aQKpXJJliqhpA85sXzpuVGkCFcQmv6A8aQAC+KVBMNhlAAL9YD0ZKGEB/MofyTIYXQIqwXpux5RZAqZ/msCtdFkCvwmvkrQIWQJRZrxpmzBVAb9Enazt/FUChMLI4u1oVQPS9a7ApQBVA9O2zAKEbFUBYLWLD8A8VQDbs5t2sBxVA6Xnw9E0FFUCWZdA3iPQUQKEx0oTjyxRAQkHmHmDYFEChMdKE48sUQELrp5KEwBRAKF1p1yexFEAFvmtl/5oUQKPS+TRsuxRA5ZQ/naCdFEAFvmtl/5oUQOWUP52gnRRAPMO+Ud64FEAQh3Fk36IUQOWUP52gnRRAf4OVObaVFEBiDv8wYYgUQDbfG1y6kRRAgK/yPg6TFECmWt2WSoAUQOXrTghmkBRAYg7/MGGIFEAU84WjLaQUQGAtqGFrahRABZEvjYF5FEC/GQVPpIEUQAnDfCD/ghRAvxkFT6SBFEACYSq3fGMUQICv8j4OkxRACeNK71eEFEC1Akw4Y5QUQJ2LMOxamBRAtQJMOGOUFEBDb+beplIUQMqKl9cZWxRA9AEjY45LFEASrdVp8H4UQJRtoiVpdRRAVQvp5zxRFEA7Di9DLW0UQENv5t6mUhRAwW7KwNdFFEBV94NEs0gUQC8/u8VROhRAPBcKZuNWFEDD1wF6TV8UQK3i6k15VRRAZ5UCdA0zFEA7Di9DLW0UQNpDmTppRBRAhubSgbJgFEBVC+nnPFEUQDwXCmbjVhRAwCtC7axyFEAo+X5K4GQUQMArQu2schRAPBcKZuNWFEBiDv8wYYgUQMAT64K6jRRAFnw+j8xrFECj5IViQ2YUQFZuTEULdBRAYC2oYWtqFEAlRZYSJXgUQAJhKrd8YxRAhubSgbJgFECG5tKBsmAUQC+WWtZlThRASOrXvg6LFEAW3ag4UJwUQCVFlhIleBRA2kOZOmlEFEC/GQVPpIEUQMAT64K6jRRAJUWWEiV4FECY/PPZZIwUQIbm0oGyYBRA2is9Ich2FEAJ40rvV4QUQILHV136TBRAvxkFT6SBFECfdMjU7m8UQIt+SjG4iRRAi35KMbiJFEAlRZYSJXgUQB73/yEIaRRABZEvjYF5FEAJw3wg/4IUQJbPWDEIhxRACeNK71eEFECmWt2WSoAUQBjxJEqwhRRAnYsw7FqYFECmWt2WSoAUQKuYUw0XYhRAGPEkSrCFFEBj1RWerJkUQGIO/zBhiBRAFt2oOFCcFECo8J7HlX0UQH+DlTm2lRRAY9UVnqyZFEA8w75R3rgUQAnjSu9XhBRAGPEkSrCFFEDAE+uCuo0UQIt+SjG4iRRACcN8IP+CFEA23xtcupEUQHlHH7iQoRRAbYg24GOpFECAr/I+DpMUQJbPWDEIhxRAhATJygiXFEBOcxB7lsUUQLNq0FMXqBRAmPzz2WSMFECEBMnKCJcUQAnjSu9XhBRAohBIW8qmFECfpkBDEY8UQNa0R55BoBRAn6ZAQxGPFECrmFMNF2IUQAW+a2X/mhRA5ZQ/naCdFECduDxbk64UQOSABia8sxRANNKNdyW6FECAr/I+DpMUQMAT64K6jRRAQkHmHmDYFECduDxbk64UQGg5fVFNthRAoulvThzIFED+TEWKsrwUQJ24PFuTrhRAlWr4M/2rFEDy+fwsp88UQKNSqHQ/vxRAEcWjdXulFEDijsAAsKoUQPolVzJC4hRAPMO+Ud64FEAStzwWDOwUQOCqA3zk1RRANN158AS1FEAI+zKxJtIUQCh/Ocqe2RRAJZ1O7/m9FECQARHsj94UQK89xt1l0xRA4KoDfOTVFEDijsAAsKoUQJAlMILU6hRAFkZ3ZHzjFEANRKqX2cYUQPolVzJC4hRArz3G3WXTFEDj1JdLQ+0UQCokvdRi6BRAjtrXP771FEAhBN3g8/wUQCEE3eDz/BRAVedeFqbUFEDj1JdLQ+0UQE9lvoeKABVA+iVXMkLiFEAhBN3g8/wUQI7a1z++9RRA1vSFko76FEAH5yAb6PAUQNcGh9cd8hRAX9MIQRsfFUCc1p2aHAQVQLYW/V8KChVASlO9R+osFUC+MXljCSYVQALhSETsAhVAAO9//iX+FEAiCkXn4jQVQN1q49byHRVAiP5FlHcaFUDPo4o3dRMVQKIvQGlsIRVAX9MIQRsfFUCiv3xlDi4VQM9RXvdWMBVAEN150pMiFUBKX2/54iQVQKIvQGlsIRVAaWT1eC8nFUA8ehQ6VSgVQCpbOMW+TxVAvDJBkcIOFUCCW02bbEwVQOchkdbFKxVA9P5m0aNEFUD7Dmc/wUUVQKEwsji7WhVARA3k4lpiFUCRE7dJJjcVQLe+7V3eRhVASdjrB1FLFUAg4xWVo1kVQPT+ZtGjRBVAibLgVLJ1FUAFHKeTLX4VQIJbTZtsTBVAvNVQNi5gFUBDHQUdpE4VQEnpeO1tcRVABRynky1+FUAFHKeTLX4VQGqoD5+ihxVAviJJ4+ppFUAxhI8VkHMVQIlrRn4blBVAb9Enazt/FUBEDeTiWmIVQKH8UHDOixVAibLgVLJ1FUBqqA+foocVQESc4BK5iRVAgWqMa36jFUBZ6Zz2kagVQHe5vwKnthVAA36O4aWyFUA60aY3iqYVQDMq0vqOwxVAA36O4aWyFUCDhMPcl8AVQDrRpjeKphVAOf0FYKS5FUB3ub8Cp7YVQDN+VhWHxRVALYxCu2rLFUCDGZQYn60VQJBep8WCxhVAmSC758XfFUBjQkJa0N4VQOV1tgM66xVAhriCYBnXFUDh5tYgEe4VQJmKKyQE7xVAiGLtsMryFUAtJMYNU+kVQGJq03Wc9RVAsBwfEQj+FUBna+ZDwA0WQEVXbFHn8BVAB8EjnCzsFUBiatN1nPUVQCSH+wMA2hVAZ2vmQ8ANFkA0imMBVBIWQHSWw0nl/xVA22cYhD0TFkB1mv1bgBAWQJmKKyQE7xVALeMQ4BIKFkAkcdHZ+RUWQHWa/VuAEBZA7kHpm4z2FUC72bSF6gsWQOk85TyEGhZANIpjAVQSFkAYdZ6SwAEWQMw1vX/VDBZAIsZRfgkfFkAAj0vX9e8VQAZzBCDwHxZAzDW9f9UMFkA0imMBVBIWQEhTa5fXIBZAiasYQgkwFkCJqxhCCTAWQAUdox3tMBZAut8wUXAkFkDI4tdRtBgWQDAwpGGcGRZA1fyEDwM/FkBsr/3xeywWQIB1P/Q6JhZAmexR4l9DFkBRxc8ysjIWQLPIloEcNxZAPXT+x/03FkBWqSoh2kYWQD10/sf9NxZAIG+5GYFCFkDTbNy5yGQWQFapKiHaRhZANWPlLqVUFkDbV1gIeVsWQP9UG1AjhRZAzeNIFdB4FkBcAFMWUJEWQO/BLUp/pBZAd210pBexFkA8OV6pSqUWQLAuF4MsrRZAxVm3AUzIFkA/HT0GtNMWQIqwXpux5RZAujLWy/jhFkDso3BJkPkWQBWoSNAMEhdAI+PB9TIwF0CE3eeV/CIXQKhI+mm2NRdAdhcYdm1HF0CGMbce11AXQLKoom8eYBdA62DQkzp4F0ByGW3X7X8XQKKiHTO7oxdAo80HTkKhF0Debzq0vL8XQB9etVX/2hdA/HhYw9HrF0DByMKWatAXQKieAzj79BdA8/lgmZUbGEA87KyC2CoYQEQVxw+PXxhAF1wEVshpGEDxiC/maoEYQOYio/VlnBhAhRitGEjEGEBiuLA5wtsYQPkfx/q09hhAOla48foGGUAvCymdnC8ZQNGRwCHgSBlANxvEEiFjGUAOI+cKBIYZQJE84iGyjRlAHwt2IsfIGUBH75jEedcZQHYeoAzX+xlA7R3DfI8OGkAOGUoDrjIaQLGMz0IJTRpAo7X+mix1GkBkiDpP5H4aQFUC0b5MwRpA3nV/zvfNGkDKGE760O8aQJo6YxkyABtA2YFBH70hG0BXYkrIXzMbQCH4ThmyWBtAdH3Y4eGBG0AJ7PNJj5YbQAQi6dvuthtAAw5R4/rRG0DQQ2PA2uobQLeCira6AhxA8P2pmXMaHED8dwdEYDYcQM1TvYDXTxxAtmFz0utqHEAZu4rAe3gcQFPW/50AkBxAYWDKRc2RHEBDtF/Oxq8cQO5A8u3qshxAkaoyEdvKHEB3y07zIdEcQG8Y6Sni2BxAQHz3pITrHEDKXA+EOPQcQFZ+KMQr/RxA4iYL5/r9HEBR30uSPhQdQDZ65SYOCh1AFRe3B2oJHUBMn/c/sCAdQGUmXHy6DR1AAPDfkpEXHUA2DNqITRYdQHPOAHbTFR1A8dSF068GHUAN3BwMfQcdQC1B2pPPCx1AcOcpMWkAHUDXkO8UD/QcQOwWWbEC/RxAnh2KagvpHEA+2mbqYegcQIHPri/M0BxAaqlkEvfQHEBfg0/POcUcQC6EzdIawRxAeSOF6/+4HED94xwePaUcQKa/RP1xmBxAUNChbSaeHEDwcBNxTYscQI2VAz2WeRxAxbOZbzl0HEAaRIWyTWUcQINka/7LYxxABUdFllFeHEAcgR7TzFAcQEwdD2aESBxAgHK9tIhBHEDWzSuHZDUcQG+DgoDCExxAuGuqMaQZHEDBsOeKvAkcQD0QyelK/BtAQtWSuV/5G0CRUen8lekbQBaxmMoi3BtAQet2NOXQG0AAwAzo7LQbQBvfHGB+vBtAIZ8yY1WvG0B0nSQd9KsbQPv9jOg+jhtAiOmMlKSSG0AgxQP5+XcbQLv3rBtRdhtAi91Q9uVpG0DP6xVyvVYbQGEFTS9xSBtAr5H+vnY+G0CpvyxV1jAbQCOLgI2MFRtA1lGQ1CYSG0BOwEcn8wgbQE9oEM+p/xpA7vahZFvwGkD1sKKqi9gaQJxx1FQ05RpApkys0bvAGkANonUJt8IaQOXl4pfDuhpARBsYEZOkGkCyeqWdPZMaQKSx43WehxpAp5v9W1GEGkCUgcUNQnsaQJZz2tXIURpA8cmyVwZZGkCr5WvnZkwaQBz4H3eUNhpAOgAAxI8mGkCEKH1GmyEaQL3/EW/tERpAWNxKMzIMGkCIsOwDBwMaQJ2+iyj35RlAwiTH9cToGUCn/2CyQc8ZQBCFB/UkshlAYz4Cms3AGUC+TxLeu6oZQDFCpiWloBlAOCuA+5eXGUCUBLtuwJsZQOO8udiAfRlAYA8S9+2MGUDe3x7UTGgZQMq6VqdjehlAoLAgpg1TGUDU9+e0BlEZQCSO4sAuPhlAnF+T9uslGUAWRYnMtRsZQN5W4XnECxlA0n7CvyH7GEBF+fPjuAgZQHe8qhSYCRlA0cWHYc75GECXoYK6ReUYQMjR2it83hhAeN7HY8XpGEAKfZzfndIYQLxzWfs2thhAQ5We+Mu0GED8kpi32Z0YQOSS/DGSlhhAYs7aY8ifGEDyf2ZkTJ8YQNZT/vntdxhAt1RSWKljGEBvsg8wLGQYQHgYhpdSbBhAIJMsuURWGEBA335bEUYYQA9Ead2/SRhAD0Rp3b9JGEDozu7hsy8YQDm5f98VLhhAnnbkHyciGEAa4Wk1dywYQM/QF+3VGBhA6xV2OBgMGEDXaBGx4A4YQEZa7Z+q+hdAATr9pFIAGEDgdh/JNOcXQHTao8gR2BdAz7984SbjF0C8JNBOwNwXQCTk/KHl1hdABPmSDyPCF0DTGLQip7MXQD42X17uwxdAfphtnYaOF0Dk3N0dyK4XQO0dyh5lhBdABYy0GUSNF0Agfy6me4IXQH6YbZ2GjhdA5gDMtXiJF0Bcg4lkkocXQAzxUEl6XRdAsqiibx5gF0DZl4e6nWoXQL3KdJl+WxdADPFQSXpdF0CN32EdZjYXQAzxUEl6XRdA",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 1",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 2",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 3",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 4",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 5",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 6",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 7",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "vAC9N1V2FkAJ/pQJOzYWQFqyhPACbhZAajduDoBVFkCl6KriHUUWQPpV0D4tbRZAHqs4v1pWFkA9dP7H/TcWQGyv/fF7LBZAiasYQgkwFkB0RhB7P0QWQJm0jsPAORZAMYprhHc0FkBsr/3xeywWQMNnM2ZDPRZAEHgWcOooFkCZtI7DwDkWQF3KL9vOKRZAIsZRfgkfFkA0imMBVBIWQAn+lAk7NhZAut8wUXAkFkABQWBG/goWQCRx0dn5FRZAMDCkYZwZFkCzyJaBHDcWQObOsuNrGxZA+uBOcpQzFkAixlF+CR8WQDcBcIC78xVAiekvyF/oFUB1mv1bgBAWQMji11G0GBZA+RrccDsIFkCEKEnSqg4WQCRx0dn5FRZAZtmqF2IGFkAOQcQJ0wAWQEVXbFHn8BVA+tGXQycJFkBiatN1nPUVQL7SdVdOBxZAahIMvCHWFUCJ6S/IX+gVQDAGA9Fc+RVAJHHR2fkVFkAAj0vX9e8VQB32vxiXKxZAHqlR9IgEFkA0imMBVBIWQNG+qJLY8RVAKQr+KpUPFkDMNb1/1QwWQDxnwjFH6hVAsBwfEQj+FUDeqcxsseEVQB6pUfSIBBZAPaZGnn33FUD5GtxwOwgWQJemoagiHhZALc2sU234FUBOhGMWTPoVQHSWw0nl/xVAut8wUXAkFkDpO9mR2t0VQIp+Xhes9BVAsBwfEQj+FUA0imMBVBIWQAFBYEb+ChZAmYorJATvFUAAuWJJahEWQOJwONejIhZARyjrYFQcFkCAdT/0OiYWQDGKa4R3NBZAhpBIwc8xFkCAdT/0OiYWQAUdox3tMBZA21dYCHlbFkBhUxHABF4WQPj5DjGJlBZAZyIhfvjVFkAiqQzwJ1wXQAuZsfOw9hdA/VxPAumoGECW4zxkVQsZQPGIL+ZqgRhAH21EhwtEF0A8OV6pSqUWQPpV0D4tbRZAY3IJcSZoFkC7qU/m6aIWQMVZtwFMyBZAZkBeqqgqF0BpDvhUbacXQFQ8cg5tdxhABmdngKq3GUCAuFfu9j4bQMrU+vc/+hxAT8Zy3giGHkAQb8OZ6nAfQHiQsCdJ5h5A3zl4kKuDHEAoNj059qwZQNiBh/ByqBZArz3G3WXTFEB4+LT6vwEUQHLnNyNk5xNAenkr59YlFEALZduGUCcUQDwXCmbjVhRAz1oeVhBUFEC4rHpfS1gUQCyeifXnXRRAtQJMOGOUFEA23xtcupEUQMAT64K6jRRANNKNdyW6FEA03XnwBLUUQGndScOWtxRADUSql9nGFED6GxUTYMkUQA4gYvhSxBRA8vn8LKfPFEDijsAAsKoUQP5MRYqyvBRA9fKOScnBFEB6W08R8eUUQABR7gCy7xRAQkHmHmDYFED+TEWKsrwUQHlqS6zM3xRA4KoDfOTVFEChMdKE48sUQDTSjXcluhRAErc8FgzsFEAofznKntkUQJABEeyP3hRA+iVXMkLiFEBoOX1RTbYUQI7a1z++9RRAeWpLrMzfFEChMdKE48sUQFWnsZ8H4RRA6lb3n7fkFECQARHsj94UQOpW95+35BRAFkZ3ZHzjFECxplal29oUQE9lvoeKABVA/kxFirK8FEBV514WptQUQPobFRNgyRRA5IPd1GbOFECQJTCC1OoUQLGmVqXb2hRAad1Jw5a3FECuHdMiKucUQCokvdRi6BRAkAER7I/eFECuHdMiKucUQGzKff6hyhRAAO9//iX+FECyr4YeGNwUQEJB5h5g2BRAaDl9UU22FEA2/Hoieu4UQPyjBCHn0BRAeltPEfHlFEDj1JdLQ+0UQAfARyeb6RRArz3G3WXTFEB6W08R8eUUQK4d0yIq5xRAK7dlk7sBFUBOcxB7lsUUQJABEeyP3hRA+iVXMkLiFECyr4YeGNwUQFWnsZ8H4RRAKH85yp7ZFED+TEWKsrwUQHpbTxHx5RRAlmXQN4j0FEAI+zKxJtIUQLKvhh4Y3BRAVedeFqbUFEAHwEcnm+kUQDTdefAEtRRAo1KodD+/FEA8w75R3rgUQOSD3dRmzhRAQkHmHmDYFEANRKqX2cYUQKNSqHQ/vxRA/KMEIefQFECxplal29oUQA4gYvhSxBRAVedeFqbUFEAoXWnXJ7EUQAQBx34i1xRArh3TIirnFEChMdKE48sUQELrp5KEwBRA8vn8LKfPFEDkgAYmvLMUQOi1Xg8PwxRAKF1p1yexFEAEAcd+ItcUQE5zEHuWxRRACPsysSbSFECzatBTF6gUQEBZ3/FyshRA4KoDfOTVFEBtiDbgY6kUQLGmVqXb2hRADUSql9nGFEDXBofXHfIUQMlNnUwSbBVAWemc9pGoFUABhCX7Hu0VQIMZlBifrRVAiP5FlHcaFUCi6W9OHMgUQEJB5h5g2BRAioB4k/CeFEAJw3wg/4IUQGg5fVFNthRAoTHShOPLFECiEEhbyqYUQGPVFZ6smRRAQuunkoTAFEBAWd/xcrIUQAqOk87drxRAEcWjdXulFEDllD+doJ0UQDTSjXcluhRAhQkgfUitFECiEEhbyqYUQAW+a2X/mhRAlWr4M/2rFECfdMjU7m8UQHlHH7iQoRRAQuunkoTAFEBj1RWerJkUQLUCTDhjlBRA5ZQ/naCdFEDQxlmR3XoUQAJhKrd8YxRAhQkgfUitFECAr/I+DpMUQJVq+DP9qxRA5ZQ/naCdFECiEEhbyqYUQOXrTghmkBRAY9UVnqyZFEBp3UnDlrcUQHlHH7iQoRRAKF1p1yexFECiEEhbyqYUQJO06a86fBRAqPCex5V9FEAJw3wg/4IUQJVq+DP9qxRANt8bXLqRFECdizDsWpgUQJbPWDEIhxRA5etOCGaQFECLfkoxuIkUQAWRL42BeRRAJUWWEiV4FEBI6te+DosUQH+DlTm2lRRAOw4vQy1tFEBj1RWerJkUQBbdqDhQnBRAhQkgfUitFEAJw3wg/4IUQJVq+DP9qxRABb5rZf+aFECWz1gxCIcUQKZa3ZZKgBRAf4OVObaVFEA23xtcupEUQLUCTDhjlBRACcN8IP+CFEDAK0LtrHIUQKIQSFvKphRAgK/yPg6TFEDAE+uCuo0UQJj889lkjBRA1rRHnkGgFEAY8SRKsIUUQDsOL0MtbRRAGPEkSrCFFECrmFMNF2IUQKZa3ZZKgBRA8KAxHU5xFECzatBTF6gUQIqAeJPwnhRAVm5MRQt0FEBj1RWerJkUQNDGWZHdehRA5ZQ/naCdFEAY8SRKsIUUQIQEycoIlxRAtQJMOGOUFEDAE+uCuo0UQCVFlhIleBRA8KAxHU5xFEBWbkxFC3QUQAnDfCD/ghRAls9YMQiHFEAY8SRKsIUUQOWUP52gnRRAf4OVObaVFEAY8SRKsIUUQGIO/zBhiBRAls9YMQiHFEDAK0LtrHIUQKjwnseVfRRAVm5MRQt0FEDAK0LtrHIUQJO06a86fBRAEq3VafB+FEAJ40rvV4QUQJbPWDEIhxRAsJPNfY1uFEBDb+beplIUQJ+mQEMRjxRABZEvjYF5FEBWbkxFC3QUQGIO/zBhiBRAVm5MRQt0FEDwoDEdTnEUQMqKl9cZWxRABZEvjYF5FEAsnon1510UQNorPSHIdhRABZEvjYF5FEA8Fwpm41YUQAWRL42BeRRAQ2/m3qZSFEDQxlmR3XoUQMqKl9cZWxRAw9cBek1fFEC4rHpfS1gUQBKt1WnwfhRAAmEqt3xjFEA7Di9DLW0UQNorPSHIdhRAw9cBek1fFECo8J7HlX0UQMPXAXpNXxRAvxkFT6SBFEAKrPRWgFwUQMArQu2schRAq5hTDRdiFECt4upNeVUUQCj5fkrgZBRAsJPNfY1uFED0ASNjjksUQLisel9LWBRAyoqX1xlbFED7iZT/pWcUQDsOL0MtbRRAw9cBek1fFED0ASNjjksUQKuYUw0XYhRAyoqX1xlbFEASrdVp8H4UQM9aHlYQVBRA+4mU/6VnFECudK83Nz0UQMqKl9cZWxRAuKx6X0tYFED0ASNjjksUQPQBI2OOSxRAFnw+j8xrFEBV94NEs0gUQCj5fkrgZBRAL5Za1mVOFEAe9/8hCGkUQICv8j4OkxRAsfiO6RhAFEDETGDnIUoUQEhKjNqyWRRAEq3VafB+FEA8Fwpm41YUQGAtqGFrahRAwBPrgrqNFECTtOmvOnwUQC+WWtZlThRAn3TI1O5vFEAJ40rvV4QUQJbPWDEIhxRA+4mU/6VnFEDaKz0hyHYUQAJhKrd8YxRAwCtC7axyFEAo+X5K4GQUQJRtoiVpdRRA2is9Ich2FEDKipfXGVsUQGIO/zBhiBRA8KAxHU5xFEAY8SRKsIUUQM9aHlYQVBRAo+SFYkNmFEDAK0LtrHIUQBZ8Po/MaxRAwCtC7axyFEAlRZYSJXgUQAnjSu9XhBRAgK/yPg6TFEDQxlmR3XoUQPuJlP+lZxRA0MZZkd16FEAKrPRWgFwUQMAT64K6jRRAJUWWEiV4FEDAK0LtrHIUQJj889lkjBRAEq3VafB+FEACYSq3fGMUQNDGWZHdehRAgK/yPg6TFEAY8SRKsIUUQDbfG1y6kRRAGPEkSrCFFEBWbkxFC3QUQEjq174OixRABb5rZf+aFECTtOmvOnwUQAnjSu9XhBRAhATJygiXFEBiDv8wYYgUQAnDfCD/ghRAls9YMQiHFECmWt2WSoAUQJj889lkjBRACo6Tzt2vFEDWtEeeQaAUQIQEycoIlxRAohBIW8qmFEAJ40rvV4QUQDsOL0MtbRRA5IAGJryzFECKgHiT8J4UQOKOwACwqhRAY9UVnqyZFEBiDv8wYYgUQFXnXham1BRAY9UVnqyZFEBoOX1RTbYUQAW+a2X/mhRAmPzz2WSMFEBp3UnDlrcUQJ2LMOxamBRAKF1p1yexFEAQh3Fk36IUQJ2LMOxamBRAPMO+Ud64FECyr4YeGNwUQELrp5KEwBRArz3G3WXTFEA00o13JboUQPolVzJC4hRA5IAGJryzFED6GxUTYMkUQKNSqHQ/vxRATnMQe5bFFEBV514WptQUQOKOwACwqhRAoTHShOPLFEA00o13JboUQEBZ3/FyshRAhQkgfUitFEBV514WptQUQAQBx34i1xRAPMO+Ud64FEAI+zKxJtIUQGndScOWtxRAo9L5NGy7FEChMdKE48sUQAQBx34i1xRA9fKOScnBFEA00o13JboUQAfARyeb6RRAPMO+Ud64FEANRKqX2cYUQHlqS6zM3xRAPMO+Ud64FED18o5JycEUQE5zEHuWxRRADiBi+FLEFEBtiDbgY6kUQCWdTu/5vRRACPsysSbSFEBV514WptQUQI7a1z++9RRAbMp9/qHKFEDkgAYmvLMUQPyjBCHn0BRA+hsVE2DJFEAoXWnXJ7EUQOSD3dRmzhRANN158AS1FEBVp7GfB+EUQOi1Xg8PwxRAbYg24GOpFEBC66eShMAUQIUJIH1IrRRAb7dRpiTNFECduDxbk64UQDTdefAEtRRAs2rQUxeoFEAofznKntkUQOPUl0tD7RRA9fKOScnBFEDqVveft+QUQDTSjXcluhRAKH85yp7ZFEADDwY2VN0UQAMPBjZU3RRA+iVXMkLiFEAI+zKxJtIUQPyjBCHn0BRANNKNdyW6FEDgqgN85NUUQPXyjknJwRRArBQhcSb4FEADDwY2VN0UQKLpb04cyBRAb7dRpiTNFECj0vk0bLsUQJABEeyP3hRA+hsVE2DJFEAEAcd+ItcUQK4d0yIq5xRA8vn8LKfPFEDkg93UZs4UQKEx0oTjyxRAtF1ZNlPzFEB9UGKWfQYVQCokvdRi6BRAKiS91GLoFEDqVveft+QUQJABEeyP3hRA+iVXMkLiFEAHwEcnm+kUQBZGd2R84xRAoulvThzIFEBV514WptQUQJZl0DeI9BRADUSql9nGFEAEAcd+ItcUQCokvdRi6BRAeltPEfHlFEAH5yAb6PAUQK89xt1l0xRAQuunkoTAFEC54NWG8vYUQPyjBCHn0BRAeltPEfHlFEBNJfH+WfkUQFXnXham1BRAIQTd4PP8FEDotV4PD8MUQCokvdRi6BRANvx6InruFEAStzwWDOwUQPo0o66gFBVAtF1ZNlPzFEC8MkGRwg4VQLGmVqXb2hRAK7dlk7sBFUDz/ZtnwfsUQPP9m2fB+xRA1vSFko76FEC0XVk2U/MUQE0l8f5Z+RRAAuFIROwCFUCrvMTYZwwVQKwUIXEm+BRAxoGzy9sIFUAAUe4Asu8UQPP9m2fB+xRAq7zE2GcMFUDW9IWSjvoUQCu3ZZO7ARVAlmXQN4j0FEAhBN3g8/wUQI7a1z++9RRA+lP+Js0VFUC8MkGRwg4VQCEE3eDz/BRAaWT1eC8nFUArt2WTuwEVQC8tk+a6IxVADvm0qkQgFUCrvMTYZwwVQF/TCEEbHxVAtF1ZNlPzFEC2Fv1fCgoVQLRdWTZT8xRA1vSFko76FEDz/ZtnwfsUQC8tk+a6IxVAjtrXP771FEBhd8gRoSoVQKe71xbKHBVA9O2zAKEbFUBKX2/54iQVQLYW/V8KChVAAuFIROwCFUCMR89fIhgVQEpfb/niJBVAoi9AaWwhFUD6NKOuoBQVQDaTxGhJEhVARUXMeUwZFUCrvMTYZwwVQI7a1z++9RRAYXfIEaEqFUCcFz68ZkIVQIJbTZtsTBVAYXfIEaEqFUAQ3XnSkyIVQL4xeWMJJhVA+lP+Js0VFUBDHQUdpE4VQMPyHUWKOhVALy2T5rojFUBTnJQbejEVQMPyHUWKOhVAkRO3SSY3FUBJ2OsHUUsVQA75tKpEIBVAz1Fe91YwFUCRE7dJJjcVQKqPtiaJTRVAo9lqXkhBFUDl57cX6j0VQEMdBR2kThVAkRO3SSY3FUD7QXjBBDYVQFOclBt6MRVApkMnLftHFUAiCkXn4jQVQDiMjVJFYRVAEgzW3OpcFUAqWzjFvk8VQEQN5OJaYhVASdjrB1FLFUBlkkEihWQVQCDjFZWjWRVALlx7H9lQFUBrDSQ40ncVQNIfPptZVhVAEMovgEc4FUB+SFxoc1cVQK5pvZsBXhVAgltNm2xMFUBvAfuGqjsVQDgjD17XaBVAqo+2JolNFUCh/FBwzosVQKud2A4YXxVAqHuXveF4FUB+SFxoc1cVQCELGevjjRVAhK7tJX9yFUB+SFxoc1cVQEnpeO1tcRVAb9Enazt/FUCoe5e94XgVQJmOnmrCdhVAQ5fRdK9mFUBYlSwpAXsVQFiVLCkBexVA81zW+62IFUDzXNb7rYgVQFiVLCkBexVAzawJSGOCFUAV14se948VQKqtQJyCpBVAofxQcM6LFUBqqA+foocVQOyfn8eVhhVAXtximDuYFUCVBldwCpIVQJUGV3AKkhVAMYSPFZBzFUCJ3S3MeKIVQJmOnmrCdhVAb9Enazt/FUCj5Px4XZ0VQHAfAjpxgxVAqq1AnIKkFUCJ3S3MeKIVQHYoRKlCmRVAWPRTZKe1FUDsn5/HlYYVQIFqjGt+oxVAzawJSGOCFUDJ1ISFdckVQHxkRKftjhVAlQZXcAqSFUCJa0Z+G5QVQE1swR5voBVAqq1AnIKkFUDVKGxhprcVQMGHiqsslhVAoaszNp2sFUBe3GKYO5gVQMPMQUCmsxVA3+undVecFUB3ub8Cp7YVQDn9BWCkuRVAw8xBQKazFUBBlxkni8QVQKqtQJyCpBVAgxmUGJ+tFUDOFNe2mr8VQKGrMzadrBVAydSEhXXJFUCQXqfFgsYVQIOEw9yXwBVAKxrsoDDUFUCDhMPcl8AVQDN+VhWHxRVAQZcZJ4vEFUCQXqfFgsYVQPfjTRxgzRVAzhTXtpq/FUBqEgy8IdYVQLNBUIaiuxVAs0FQhqK7FUD38PtZf8cVQDN+VhWHxRVAIX4/5GmfFUCHxtVeprQVQIfG1V6mtBVAIZBRip69FUBuAXeCg+UVQHzdrTPt2xVAahIMvCHWFUD5E2A6u+AVQA87o9sp1RVA7I7Osj/SFUAtJMYNU+kVQCmALYSXqhVAKxrsoDDUFUAkh/sDANoVQInpL8hf6BVAPaZGnn33FUD38PtZf8cVQAfBI5ws7BVAmYorJATvFUBqEgy8IdYVQN6pzGyx4RVATOgz4UbRFUAVUK0lpLoVQBVQrSWkuhVAlFmvGmbMFUAhkFGKnr0VQJBep8WCxhVAmsoSuqCuFUD5aSrElMEVQPmm8hIJ2RVAKYAthJeqFUBE0/7omasVQBVQrSWkuhVAw8xBQKazFUD8hvHgWc4VQI2fKm2RwhVAwufRp6C8FUAzKtL6jsMVQM4U17aavxVAFVCtJaS6FUDXlpuijacVQMPMQUCmsxVAIZBRip69FUApgC2El6oVQFj0U2SntRVAHVTtOqOwFUApgC2El6oVQCGQUYqevRVAaeHgniOVFUCqrUCcgqQVQGsNJDjSdxVAo+T8eF2dFUAhfj/kaZ8VQIlrRn4blBVAFdeLHvePFUAhCxnr440VQKEwsji7WhVAqHuXveF4FUAhCxnr440VQBXXix73jxVAyU2dTBJsFUCeTQpsXHAVQBXXix73jxVAviJJ4+ppFUBv0SdrO38VQGK4lC8OUxVAqHuXveF4FUDr6/vWD3wVQK5pvZsBXhVAibLgVLJ1FUACmJ/7SIAVQIG0od6JhRVADkWXZUlvFUAxhI8VkHMVQAKYn/tIgBVAz71S5MOKFUCBtKHeiYUVQGsNJDjSdxVAcQDm6dmMFUBYlSwpAXsVQDGEjxWQcxVAb9Enazt/FUDNrAlIY4IVQM+9UuTDihVAaeHgniOVFUABYVE9Hn0VQIndLcx4ohVAAWFRPR59FUBv0SdrO38VQBXXix73jxVAAWFRPR59FUBWP7AWdKEVQOyfn8eVhhVACDNrUTduFUAmxpnRmWUVQESc4BK5iRVAcQDm6dmMFUBvjXkZE5MVQIG0od6JhRVAyU2dTBJsFUBvjXkZE5MVQGWSQSKFZBVAhK7tJX9yFUCEru0lf3IVQNFC20M0lxVAGXu7ggGRFUBp4eCeI5UVQESc4BK5iRVA9DIHpYtYFUB8ZESn7Y4VQAFhUT0efRVA+w5nP8FFFUCEru0lf3IVQDGEjxWQcxVARJzgErmJFUCmS5+Ow2cVQCDjFZWjWRVADkWXZUlvFUCID/kr81EVQOOBEihwYxVAb9Enazt/FUCJsuBUsnUVQNbQBZDSWxVApkufjsNnFUABYVE9Hn0VQEnY6wdRSxVA44ESKHBjFUBmkhvtnDIVQKZLn47DZxVAKls4xb5PFUCID/kr81EVQPT+ZtGjRBVAZZJBIoVkFUChMLI4u1oVQGK4lC8OUxVAQ5fRdK9mFUAg4xWVo1kVQEQN5OJaYhVAnBc+vGZCFUDaHSJsvzMVQISu7SV/chVA1tAFkNJbFUAfNMEThkMVQDXQyXfKPBVAz1Fe91YwFUCRE7dJJjcVQEnY6wdRSxVA5ee3F+o9FUCmQyct+0cVQCDjFZWjWRVAPHoUOlUoFUD7Dmc/wUUVQIj+RZR3GhVArmm9mwFeFUCqj7YmiU0VQCpbOMW+TxVASdjrB1FLFUASDNbc6lwVQOOBEihwYxVAbwH7hqo7FUCEru0lf3IVQKZLn47DZxVA0azP8yRtFUBe3GKYO5gVQBoGeYCluBVAhriCYBnXFUC+e4PeJxQWQDw5XqlKpRZAqe2fOgJ+F0DK9WbS6XQYQNgswvc3eRlAtF731TUNGkAF1OHIUdoZQD7WKje+tRhAw1D/3BBzF0D6VdA+LW0WQIhi7bDK8hVAo+T8eF2dFUBv0SdrO38VQHAfAjpxgxVAq53YDhhfFUBDHQUdpE4VQPsOZz/BRRVAz1Fe91YwFUChMLI4u1oVQMPyHUWKOhVAIgpF5+I0FUAvLZPmuiMVQKK/fGUOLhVAX9MIQRsfFUDaHSJsvzMVQGaSG+2cMhVA5yGR1sUrFUDPUV73VjAVQPagSYAzLxVAAuFIROwCFUD6NKOuoBQVQMPyHUWKOhVAYXfIEaEqFUAqWzjFvk8VQIgP+SvzURVAw/IdRYo6FUCqj7YmiU0VQO/eg8RAVRVA1tAFkNJbFUAIM2tRN24VQAIOxPahdBVAaw0kONJ3FUCrndgOGF8VQAgza1E3bhVA44ESKHBjFUC+Iknj6mkVQNGsz/MkbRVAqHuXveF4FUCBaoxrfqMVQDGEjxWQcxVApkufjsNnFUDPvVLkw4oVQF7cYpg7mBVAibLgVLJ1FUACDsT2oXQVQKh7l73heBVAFdeLHvePFUBe3GKYO5gVQFnpnPaRqBVA1ShsYaa3FUCBaoxrfqMVQMv66IqGpRVAVj+wFnShFUC+ib0z8nkVQBXXix73jxVAvom9M/J5FUBlkkEihWQVQMlNnUwSbBVAMd2uoCdUFUBmkhvtnDIVQPtBeMEENhVASdjrB1FLFUCTkaxb/2oVQDaTxGhJEhVAZpIb7ZwyFUAvLZPmuiMVQMPyHUWKOhVAoi9AaWwhFUD6U/4mzRUVQPagSYAzLxVAWC1iw/APFUAA73/+Jf4UQHXMBqd6KRVA6Xnw9E0FFUAvLZPmuiMVQA75tKpEIBVAthb9XwoKFUCrvMTYZwwVQE9lvoeKABVA+jSjrqAUFUA2k8RoSRIVQPo0o66gFBVAEN150pMiFUCCOFthlQ0VQH1QYpZ9BhVAsq+GHhjcFEBV514WptQUQKu8xNhnDBVAz6OKN3UTFUC0XVk2U/MUQHXMBqd6KRVAgjhbYZUNFUAAUe4Asu8UQLwyQZHCDhVAWC1iw/APFUBFRcx5TBkVQHXMBqd6KRVADvm0qkQgFUDPo4o3dRMVQH/d8O73FhVAz6OKN3UTFUB1zAaneikVQPagSYAzLxVAfVBiln0GFUCRE7dJJjcVQPpT/ibNFRVAU5yUG3oxFUA2k8RoSRIVQDx6FDpVKBVAueDVhvL2FECc1p2aHAQVQPo0o66gFBVALy2T5rojFUCMR89fIhgVQKu8xNhnDBVA+jSjrqAUFUDmnB1CHREVQM+jijd1ExVA1vSFko76FECCOFthlQ0VQBDdedKTIhVA+lP+Js0VFUCQJTCC1OoUQCEE3eDz/BRAjEfPXyIYFUAWRndkfOMUQII4W2GVDRVAeWpLrMzfFECsFCFxJvgUQADvf/4l/hRANpPEaEkSFUB5akuszN8UQLng1Yby9hRAnNadmhwEFUCQJTCC1OoUQGJ0Sfc5CxVANuzm3awHFUBidEn3OQsVQPP9m2fB+xRAsaZWpdvaFEBidEn3OQsVQMaBs8vbCBVAAO9//iX+FEDqVveft+QUQDaTxGhJEhVA1waH1x3yFEDj1JdLQ+0UQH1QYpZ9BhVAWC1iw/APFUDnIZHWxSsVQF/TCEEbHxVAAFHuALLvFEArt2WTuwEVQAJ1u8BX/xRA9O2zAKEbFUDXBofXHfIUQDaTxGhJEhVATSXx/ln5FECrvMTYZwwVQOPUl0tD7RRAaWT1eC8nFUBNJfH+WfkUQCokvdRi6BRA1waH1x3yFEDmnB1CHREVQM+jijd1ExVAiP5FlHcaFUDW9IWSjvoUQCu3ZZO7ARVAz1Fe91YwFUD6U/4mzRUVQADvf/4l/hRAor98ZQ4uFUB/3fDu9xYVQAJ1u8BX/xRAthb9XwoKFUDPo4o3dRMVQII4W2GVDRVAjEfPXyIYFUBf0whBGx8VQPpT/ibNFRVADvm0qkQgFUA8ehQ6VSgVQCEE3eDz/BRA6Xnw9E0FFUD2oEmAMy8VQFOclBt6MRVAq7zE2GcMFUDPUV73VjAVQC8tk+a6IxVA2h0ibL8zFUCc1p2aHAQVQPTtswChGxVAPHoUOlUoFUB1zAaneikVQGaSG+2cMhVAnBc+vGZCFUAx3a6gJ1QVQKK/fGUOLhVAw/IdRYo6FUAfNMEThkMVQGF3yBGhKhVAp7vXFsocFUBvAfuGqjsVQN1q49byHRVA2h0ibL8zFUBJ2OsHUUsVQNGsz/MkbRVAaWT1eC8nFUB+SFxoc1cVQPQyB6WLWBVAONQTsgo/FUDJTZ1MEmwVQIJbTZtsTBVApkufjsNnFUA4jI1SRWEVQOvr+9YPfBVAMYSPFZBzFUCZjp5qwnYVQMlNnUwSbBVA1tAFkNJbFUCoe5e94XgVQJmOnmrCdhVABRynky1+FUBJ6XjtbXEVQKud2A4YXxVAhK7tJX9yFUBEnOASuYkVQA5Fl2VJbxVAdihEqUKZFUDJTZ1MEmwVQAIOxPahdBVAb9Enazt/FUCZjp5qwnYVQKH8UHDOixVA7J+fx5WGFUBe3GKYO5gVQGnh4J4jlRVARJzgErmJFUDzXNb7rYgVQGsNJDjSdxVAvom9M/J5FUBYlSwpAXsVQISu7SV/chVAcQDm6dmMFUAZe7uCAZEVQA5Fl2VJbxVAIQsZ6+ONFUABYVE9Hn0VQAKYn/tIgBVAaeHgniOVFUAlzDNFVoEVQJmOnmrCdhVAaqgPn6KHFUDzXNb7rYgVQDrRpjeKphVA15aboo2nFUB8ZESn7Y4VQHhc0BqirxVAdihEqUKZFUCJa0Z+G5QVQBzbFNNN0BVAdihEqUKZFUA60aY3iqYVQCsa7KAw1BVARNP+6JmrFUBY9FNkp7UVQHzdrTPt2xVAIZBRip69FUA5/QVgpLkVQMLn0aegvBVAvzACSDjTFUCQXqfFgsYVQGNCQlrQ3hVAA36O4aWyFUD38PtZf8cVQM4U17aavxVA18xcj3jmFUD7jvk/9v4VQE6EYxZM+hVA4ebWIBHuFUAONXI3PPsVQAFBYEb+ChZAKQr+KpUPFkABQWBG/goWQGdr5kPADRZAUcXPMrIyFkDk8JAQnAMWQL42o6mJIxZAJollvFUlFkCXpqGoIh4WQEco62BUHBZAajduDoBVFkBRWFhOt18WQKAPAhr8RRZA28e02tdzFkAjhZ/B02kWQGNyCXEmaBZAvAC9N1V2FkAJcTBR444WQGltNE8klhZA9ES1M4ycFkCxts3WG7gWQHiwgx+ywxZAKH9fiqnoFkBV0kAZu98WQKKJ7LJwBBdAOvnYiXgTF0D8VZxZ1E4XQKhI+mm2NRdAxcGj2MBiF0DCS6gq0VwXQJ5E3AFZpBdAZ2ucNCuuF0AiIYf0oOYXQLuiHpx8GhhA6M7u4bMvGEC5fMrq1GwYQKNlaNLbbhhA4LsdcMarGEANMo6umfMYQKC56NDuLRlASARf8At4GUDQ/8Zy+74ZQBeibHghCBpAHbLYcJdaGkCA/GV5n7kaQO1e+6IwIBtAS52NUcaZG0DpLzS0gSEcQGorJmcTwBxAY/fZ1+5eHUCNiyMixTgeQAnXVHlHJh9AWGqsKuMXIEArDIwpn6kgQI9pGwC1TCFA5hRTafjuIUC1wNhztIAiQPWH478w9iJAag24Pm00I0CTusHSASsjQEPboYDV0CJAhJjlHIQ5IkBjARykf4IhQN3dW5sHwSBAEaijgMQRIEBWpcNoX9seQMDvKs9Pxx1AqM0A8ofWHEDM4LTbPw4cQD12kGcxSBtA+C8h7LKsGkCMkFIXIS0aQGm8oIoXtRlApxyua55QGUDSfsK/IfsYQLrN27r+phhALLGt9+NxGEDkkn7uiy0YQM+/fOEm4xdA69J2VpSlF0BINHT18HYXQDnRc19uLRdAHe3CDikFF0DDN+1C4uoWQLAuF4MsrRZAsbbN1hu4FkAbBqhQpHkWQHmccUyAdRZAOmzscy5LFkA1Y+UupVQWQBCfPsSubxZATs3DGPFjFkCEMdOh/HcWQFUwkWCVfhZAnliFGqmnFkB0TbLR6fUWQA252e5lRRdAwcjClmrQF0B0YegCumYYQIwUo3i5KRlAxLeqvY3TGUCMQHZHV3MaQE7gIrL/whpAPW6wC1KmGkD3D12X4CcaQNGRwCHgSBlAXY8smd5vGEDk3N0dyK4XQDhAIwJA8hZAY3IJcSZoFkB2Daz2EBUWQAN+juGlshVAXtximDuYFUDSHz6bWVYVQBDdedKTIhVAONQTsgo/FUBKX2/54iQVQPTtswChGxVA8/2bZ8H7FEC54NWG8vYUQPyjBCHn0BRAkCUwgtTqFEBsyn3+ocoUQMaBs8vbCBVAs2rQUxeoFEARxaN1e6UUQGg5fVFNthRACPsysSbSFECAr/I+DpMUQJ24PFuTrhRAgK/yPg6TFECKgHiT8J4UQNa0R55BoBRAbYg24GOpFEDWtEeeQaAUQLNq0FMXqBRAYg7/MGGIFEBj1RWerJkUQJj889lkjBRAeUcfuJChFECVavgz/asUQDbfG1y6kRRAplrdlkqAFEAKrPRWgFwUQBjxJEqwhRRAgK/yPg6TFECLfkoxuIkUQJbPWDEIhxRAo+SFYkNmFEBISozaslkUQDbfG1y6kRRAwCtC7axyFEDAE+uCuo0UQBKt1WnwfhRAreLqTXlVFEAe9/8hCGkUQMFuysDXRRRACqz0VoBcFEBkQg1TqD4UQM9aHlYQVBRAz1oeVhBUFEA7Di9DLW0UQIbm0oGyYBRA8ASHztBPFECj5IViQ2YUQMqKl9cZWxRAreLqTXlVFEDPWh5WEFQUQKPkhWJDZhRA9AEjY45LFEAMjzI9gjQUQLisel9LWBRAn6ZAQxGPFECt4upNeVUUQJbPWDEIhxRAHvf/IQhpFED7iZT/pWcUQL8ZBU+kgRRAAmEqt3xjFEASrdVp8H4UQGAtqGFrahRAJUWWEiV4FEAFkS+NgXkUQAqs9FaAXBRAsfiO6RhAFEAo+X5K4GQUQGIO/zBhiBRABZEvjYF5FEASrdVp8H4UQKjwnseVfRRA5etOCGaQFECj5IViQ2YUQAW+a2X/mhRAsJPNfY1uFEC4rHpfS1gUQCyeifXnXRRAFnw+j8xrFECWz1gxCIcUQIbm0oGyYBRAL5Za1mVOFECWz1gxCIcUQJVq+DP9qxRAn3TI1O5vFEAY8SRKsIUUQNDGWZHdehRAhubSgbJgFEBgLahha2oUQPCgMR1OcRRAuKx6X0tYFED7iZT/pWcUQCVFlhIleBRAn6ZAQxGPFECY/PPZZIwUQJ2LMOxamBRAmPzz2WSMFEA23xtcupEUQJj889lkjBRAtQJMOGOUFECfdMjU7m8UQJ90yNTubxRAFnw+j8xrFEARxaN1e6UUQICv8j4OkxRAEq3VafB+FEA23xtcupEUQEjq174OixRAohBIW8qmFECWz1gxCIcUQGPVFZ6smRRAnbg8W5OuFEDWtEeeQaAUQJbPWDEIhxRAohBIW8qmFEARxaN1e6UUQICv8j4OkxRAEcWjdXulFEDQxlmR3XoUQIQEycoIlxRAQuunkoTAFECVavgz/asUQICv8j4OkxRAs2rQUxeoFEAJ40rvV4QUQELrp5KEwBRAtQJMOGOUFEAKjpPO3a8UQGPVFZ6smRRA0MZZkd16FEB/g5U5tpUUQDTdefAEtRRAeUcfuJChFECAr/I+DpMUQJ24PFuTrhRA1rRHnkGgFECfpkBDEY8UQJ2LMOxamBRA5IPd1GbOFECduDxbk64UQBTzhaMtpBRA9fKOScnBFEAU84WjLaQUQDTdefAEtRRACo6Tzt2vFEAI+zKxJtIUQK89xt1l0xRAo9L5NGy7FEChMdKE48sUQKEx0oTjyxRADUSql9nGFECVavgz/asUQDTdefAEtRRArh3TIirnFEDgqgN85NUUQAfARyeb6RRA1waH1x3yFED6JVcyQuIUQLGmVqXb2hRAVaexnwfhFEADDwY2VN0UQAfARyeb6RRAB8BHJ5vpFEBidEn3OQsVQDbs5t2sBxVA1vSFko76FEBidEn3OQsVQJZl0DeI9BRAIQTd4PP8FEAAUe4Asu8UQHpbTxHx5RRAIQTd4PP8FECsFCFxJvgUQMaBs8vbCBVAEN150pMiFUC2Fv1fCgoVQKe71xbKHBVAvDJBkcIOFUAhBN3g8/wUQGlk9XgvJxVAoi9AaWwhFUDdauPW8h0VQLwyQZHCDhVAxoGzy9sIFUCMR89fIhgVQN1q49byHRVAdcwGp3opFUDD8h1FijoVQDx6FDpVKBVAthb9XwoKFUBhd8gRoSoVQJETt0kmNxVAdcwGp3opFUD2oEmAMy8VQKK/fGUOLhVANdDJd8o8FUD0/mbRo0QVQDHdrqAnVBVAviJJ4+ppFUCj2WpeSEEVQIJbTZtsTBVASl9v+eIkFUC81VA2LmAVQKud2A4YXxVAMd2uoCdUFUDRrM/zJG0VQDiMjVJFYRVAQx0FHaROFUCuab2bAV4VQNbQBZDSWxVAKls4xb5PFUACDsT2oXQVQNGsz/MkbRVAIQsZ6+ONFUDCd3mvfYQVQG/RJ2s7fxVASel47W1xFUCmS5+Ow2cVQJORrFv/ahVAk5GsW/9qFUB3ub8Cp7YVQBl7u4IBkRVAtLabQqWxFUBWP7AWdKEVQJ5LWDljnhVAZRI3L1GbFUBNbMEeb6AVQG+NeRkTkxVAd7m/Aqe2FUCqrUCcgqQVQLNBUIaiuxVAhriCYBnXFUCHxtVeprQVQJRZrxpmzBVAlFmvGmbMFUD8hvHgWc4VQPmm8hIJ2RVAWemc9pGoFUCz2IiOesgVQMLn0aegvBVATOgz4UbRFUCRHWnsmuMVQAfBI5ws7BVARVdsUefwFUAwBgPRXPkVQO5B6ZuM9hVA9/D7WX/HFUDh5tYgEe4VQJmKKyQE7xVA7kHpm4z2FUA0imMBVBIWQPuO+T/2/hVADjVyNzz7FUC+e4PeJxQWQA41cjc8+xVARyjrYFQcFkAOQcQJ0wAWQL7SdVdOBxZARb4LiOIWFkAONXI3PPsVQMw1vX/VDBZAvtJ1V04HFkAn3lGhdQUWQCRx0dn5FRZAZtmqF2IGFkCZiiskBO8VQCaJZbxVJRZAALliSWoRFkBSndX4HycWQL42o6mJIxZANIpjAVQSFkB2Daz2EBUWQOk85TyEGhZARyjrYFQcFkBna+ZDwA0WQHWa/VuAEBZAKQr+KpUPFkCwHB8RCP4VQCLGUX4JHxZALeMQ4BIKFkDCrxH2gTsWQKaMLdG9IRZAs8iWgRw3FkCXpqGoIh4WQMNnM2ZDPRZA7zn6/kIuFkCZtI7DwDkWQMNnM2ZDPRZA/t5S4N84FkCgDwIa/EUWQPG3UlMjPhZAoA8CGvxFFkAHHnBVgWsWQFtqBXR3ZhZA6xQAVUBiFkB5nHFMgHUWQLflnh2rahZA+lXQPi1tFkBiaUFGRY0WQDapUl1KexZAUO5sHcN9FkA9v9wTZMEWQNU74vYczBZAPb/cE2TBFkAZOG9L6s8WQM121rh82hZAgQyXXL3cFkAd7cIOKQUXQErWEZ1K+hZA6osNYbcDF0Aj48H1MjAXQHYXGHZtRxdA1kPTOS1SF0ByEg6sJEwXQDHuwjxwYRdAK1cuZl59F0DhGdmUNIEXQDrIc/5LdhdAQFbllRyjF0Ab0QkQI78XQNeQvPUq3BdAYMSSCtTZF0D1Gx4Ese4XQOPcUnGBBhhAMgVLEPIFGECpYGhjEjUYQOEr3NglYxhA7+L6l1ZtGEDWU/757XcYQDHcjtKwkRhAjPqVCVO0GED9TtrhJ9IYQFxsSHzt8BhA5OFpse8NGUA4na+e9TIZQDIaNwmmUhlAoLAgpg1TGUAl37pcgWcZQF7nYHQJkxlA/jCBO5C2GUD+VRYdi9gZQIEcSAvq6xlAoi/No3DwGUAZR/saJDoaQGPeSCmDVhpAdayuVlxvGkBN36KXaokaQEIYZg95tBpA7oPs7G/XGkAhYj1Ld+IaQJ+AVKWCBRtAo7TPtNMkG0AV1puw9EUbQIvdUPblaRtAmFHx6Ul7G0Ad4Hcaf6QbQDSLPVF0sBtAulpG9SLKG0CAYhUanPEbQEm85/xv9htAZxcIL1AlHEAbV0rLPTIcQCsNyOrBURxAtaKM1JRZHECh8SRWDmYcQNnq+beSjBxAH7oPu2OfHEBrvJiMSqkcQAJ+ReO6rhxAqjUK/f7SHEAFk4QX5swcQLxMxJ6/4BxA9SjsjlXtHEDY7mWjuuYcQMqWD6c9BR1Axj1mYcMEHUDKlg+nPQUdQHnT0W5eBh1AhyWW9+AUHUAJwRlF0RIdQPiN2CL1Dx1AEh4tMDsRHUBzzgB20xUdQLvWt7GQFB1A16Oui2kXHUBXjtp67P8cQG4FuWJUBx1AZ8KX9MoDHUB27/DgqvYcQKQB1TOU+hxAiabtQ3/tHEAoK7BY6OMcQADhsRVX1BxAmlKduGPZHECBL/bQ9MccQGsOND1rxhxAPvG12WK6HECK1/lFDqgcQEkHPZb/oxxAuRL5b4ycHECfANF2MJccQMKFQI3XbhxAxXE4dx1zHEC/1XU7MHIcQGfWcDzuZxxApJNs1wJVHEAsBoRW1kocQIguD3t7SRxAdD/rB7pBHEAbV0rLPTIcQFOjSCTjDxxAarfouLMgHECES86yBwYcQEIPt1uuBxxAM1rWxIzsG0BC1ZK5X/kbQJ0arbdJ0xtACQbB9EPkG0ADDlHj+tEbQE0dMAt/uBtA57nddQSyG0DQ1e6biK0bQJU9EKN8kRtAPQOVIjOIG0AFDR3XPIAbQMHlKhF4fBtANoSLL85lG0BUSS3QoWMbQK+R/r52PhtAty0ssbA5G0AO51W4NT0bQAD77vNAIhtACNdu00UbG0AtncimdfwaQLGghyjLARtAFdEcOfL0GkC0TFz/1+kaQKYCnjrC2hpALEZIAkjDGkB6Xfd7uK4aQKUEz0oEwRpAiQQdFJyfGkBWuI2QXaEaQM37C7KtjxpAdrQV8tJtGkBLO3xJFGIaQKdV17Q1bRpA3pHFg+daGkC3+DBY8T8aQBFW21L9RhpAZgu89QwxGkDU5wio9hgaQHlCPIRAJBpAdzsgCMYGGkBygYq5j/MZQFjwYIc36xlAcX98JTfzGUB2jQ1u3MkZQPtdLOSw0BlA9UD2dii9GUBTVGLoIJwZQJtoPsJcqhlAqXXaP5uPGUB6tqt246UZQNfDKgTHcRlAHrsDdqGFGUDu9xAytmYZQOlqdoAMbRlAb1XMDyFdGUDRBnHYL0UZQBjoXD4CRhlAqlIhfqYkGUAEDX0zWCYZQN5W4XnECxlA9MupK3T8GECW4zxkVQsZQNPHHAPaBxlAJ4TEnEzgGECEkNSktfIYQADg4Asl7xhAPw1N55PdGED9Znp4Zc8YQGGhj9qcvxhAP8sEW+eyGEB7Gc11iLAYQJ19HGalkxhA7YnjXTqhGEDPk4hpJ6MYQA1Lz/JrgBhAwWBzeGdzGEA9jUvCQWgYQAiZxknJVhhAXaH2luxaGEDX1X3KijwYQJ1gyqmySBhARnpKsf8zGEDKXq/yvjcYQKlgaGMSNRhAMXrmBFQeGEAtJmMkCRsYQM/QF+3VGBhA49xScYEGGEC+S1YdswMYQHHIQ3dvDxhAKrTbRtbvF0AiIYf0oOYXQP1VE7tp2hdAuhGG13/eF0C7l0H2RcwXQKkYYUFWwBdAoSKcHHCyF0AxRXvHicEXQPKkOJYbuRdARkISEe+XF0CjzQdOQqEXQFyDiWSShxdAS4uJ96GMF0An9tFd0m8XQNmXh7qdahdAchlt1+1/F0A6yHP+S3YXQOtg0JM6eBdAlIQCBhFkF0Ai3B79aGMXQFQkiJgYYhdAUw6j9cxeF0C9ynSZflsXQIYxtx7XUBdA",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 8",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxxz 9",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 0",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 1",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 2",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 3",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 4",
"type": "scatter",
"x": {
"bdata": "5Q6byEzxYkBVTKWf8AFjQE2giEWMEmNAvt2SHDAjY0AuG53z0zNjQJ9Yp8p3RGNAl6yKcBNVY0AH6pRHt2VjQHgnnx5bdmNAcHuCxPaGY0DhuIybmpdjQOc5It8lqGNAV3cstsm4Y0BPyw9cZcljQMAIGjMJ2mNAuFz92KTqY0CvsOB+QPtjQCDu6lXkC2RAGELO+38cZEAQlrGhGy1kQI8AbhavPWRAhlRRvEpOZEB+qDRi5l5kQHb8FwiCb2RAblD7rR2AZEDejQWFwZBkQNbh6CpdoWRA3GJ+buixZEDUtmEUhMJkQMwKRbof02RAxF4oYLvjZEC8sgsGV/RkQLMG76vyBGVAQZ5dvnUVZUA58kBkESZlQDBGJAqtNmVAKJoHsEhHZUAg7upV5FdlQK2FWWhnaGVApdk8DgN5ZUCdLSC0nollQByY3CgymmVAIhlybL2qZUChgy7hULtlQJnXEYfsy2VAkSv1LIjcZUAew2M/C+1lQBYXR+Wm/WVAlYEDWjoOZkAU7L/OzR5mQBptVRJZL2ZAmdcRh+w/ZkAYQs77f1BmQB7DYz8LYWZAnS0gtJ5xZkAcmNwoMoJmQKkvSzu1kmZAoYMu4VCjZkAg7upV5LNmQK2FWWhnxGZALPAV3frUZkCrWtJRjuVmQDnyQGQR9mZAuFz92KQGZ0A3x7lNOBdnQMReKGC7J2dAQ8nk1E44Z0DCM6FJ4khnQNbh6CpdWWdAVUyln/BpZ0Dj4xOyc3pnQGJO0CYHi2dA4biMm5qbZ0D1ZtR8FaxnQHTRkPGovGdAAWn/AyzNZ0AH6pRHt91nQIZUUbxK7mdAmwKZncX+Z0AabVUSWQ9oQC4bnfPTH2hArYVZaGcwaEDCM6FJ4kBoQEGeXb51UWhARx/zAQFiaEBbzTrje3JoQNo391cPg2hA7+U+OYqTaED1ZtR8FaRoQAkVHF6QtGhAiH/Y0iPFaECdLSC0ntVoQKOutfcp5mhAuFz92KT2aEC+3ZIcMAdpQNKL2v2qF2lA2AxwQTYoaUDturcisThpQPM7TWY8SWlAB+qUR7dZaUAcmNwoMmppQCIZcmy9emlAN8e5TTiLaUA9SE+Rw5tpQNgMcEE2rGlA3o0FhcG8aUDzO01mPM1pQAfqlEe33WlAlYEDWjruaUCpL0s7tf5pQK+w4H5AD2pAS3UBL7MfakBgI0kQLjBqQO26tyKxQGpAAWn/AyxRakCPAG4Wr2FqQKOutfcpcmpAP3PWp5yCakBF9GvrJ5NqQOG4jJuao2pAfH2tSw20akCC/kKPmMRqQB7DYz8L1WpAuoeE733lakBHH/MBAfZqQOPjE7JzBmtA95Fbk+4Wa0CEKcqlcSdrQCDu6lXkN2tAvLILBldIa0BJSnoY2lhrQOUOm8hMaWtAgNO7eL95a0AOayqLQoprQKkvSzu1mmtARfRr6yera0Boz2VqkrtrQPVm1HwVzGtAkSv1LIjca0As8BXd+uxrQMi0No1t/WtA3GJ+bugNbEB4J58eWx5sQBTsv87NLmxAN8e5TTg/bEDEXihgu09sQGAjSRAuYGxAgv5Cj5hwbEAew2M/C4FsQEGeXb51kWxAzjXM0PihbEDxEMZPY7JsQBTsv87NwmxAr7DgfkDTbEDSi9r9quNsQPVm1HwV9GxAgv5Cj5gEbUCl2TwOAxVtQMi0No1tJW1A648wDNg1bUAOayqLQkZtQKkvSzu1Vm1AzApFuh9nbUDhuIybmndtQAOUhhoFiG1AJm+AmW+YbUBJSnoY2qhtQGwldJdEuW1AjwBuFq/JbUCx22eVGdptQNS2YRSE6m1Afqg0Yub6bUCTVnxDYQtuQLYxdsLLG25A2AxwQTYsbkD752nAoDxuQKXZPA4DTW5AyLQ2jW1dbkDrjzAM2G1uQJWBA1o6fm5AuFz92KSObkBiTtAmB59uQIQpyqVxr25ALhud89O/bkBR9pZyPtBuQPvnacCg4G5AHsNjPwvxbkDItDaNbQFvQHKmCdvPEW9AlYEDWjoib0A/c9annDJvQOlkqfX+Qm9ADECjdGlTb0C2MXbCy2NvQGAjSRAudG9ACRUcXpCEb0CzBu+r8pRvQF34wflUpW9AB+qUR7e1b0Cx22eVGcZvQNS2YRSE1m9AFOy/zs3mb0C+3ZIcMPdvQLTnMjXJA3BAiWAcXPoLcEBe2QWDKxRwQDNS76lcHHBACMvY0I0kcEDdQ8L3vixwQPVHGAbsNHBAysABLR09cEAnUMQiRkVwQD9UGjFzTXBAFM0DWKRVcEDpRe1+1V1wQAJKQ40CZnBA18IstDNucEDvxoLCYHZwQEtWRbiJfnBAZFqbxraGcEA504Tt545wQFLX2vsUl3BAatswCkKfcEA/VBoxc6dwQN9uSQ6Yr3BA93KfHMW3cEDM64hD9r9wQOXv3lEjyHBAhQoOL0jQcECdDmQ9ddhwQLYSukui4HBAi4ujctPocECjj/mAAPFwQEOqKF4l+XBAXK5+bFIBcUB0stR6fwlxQI22KomsEXFALdFZZtEZcUBF1a90/iFxQF7ZBYMrKnFAQX+hR0wycUBag/dVeTpxQHKHTWSmQnFAi4ujctNKcUArptJP+FJxQIc1lUUhW3FAnznrU05jcUA/VBoxc2txQJvj3Cacc3FAtOcyNcl7cUCXjc756YNxQLCRJAgXjHFAyJV6FkSUcUCsOxbbZJxxQMQ/bOmRpHFAIM8u37qscUAEdcqj27RxQBx5ILIIvXFAAB+8dinFcUBcrn5sUs1xQHSy1Hp/1XFAWFhwP6DdcUC05zI1yeVxQJeNzvnp7XFAsJEkCBf2cUAMIef9P/5xQO/GgsJgBnJAS1ZFuIkOckAv/OB8qhZyQIuLo3LTHnJAbjE/N/QmckDKwAEtHS9yQCdQxCJGN3JACvZf52Y/ckBmhSLdj0dyQEkrvqGwT3JA6UXtftVXckDM64hD9l9yQCl7SzkfaHJADCHn/T9wckBosKnzaHhyQI/hsZ+FgHJA63B0la6IckDOFhBaz5ByQG4xPzf0mHJAUtfa+xShckDx8QnZOalyQNWXpZ1asXJAdLLUen+5ckBYWHA/oMFyQPdynxzFyXJA2xg74eXRckACSkONAtpyQKFkcmon4nJAhQoOL0jqckAkJT0MbfJyQEtWRbiJ+nJAqOUHrrICc0DOFhBazwpzQPVHGAbsEnNAlWJH4xAbc0C8k0+PLSNzQOPEVztKK3NAg9+GGG8zc0CqEI/EiztzQEkrvqGwQ3NAcFzGTc1Lc0CXjc756VNzQDeo/dYOXHNAXtkFgytkc0CFCg4vSGxzQCQlPQxtdHNAS1ZFuIl8c0C2ErpLooRzQFYt6SjHjHNAfV7x1OOUc0Cjj/mAAJ1zQIc1lUUhpXNArmad8T2tc0DVl6WdWrVzQLg9QWJ7vXNA325JDpjFc0BJK76hsM1zQHBcxk3N1XNAVAJiEu7dc0B7M2q+CuZzQOXv3lEj7nNAT6xT5Tv2c0DvxoLCYP5zQFqD91V5BnRAxD9s6ZEOdEDrcHSVrhZ0QM4WEFrPHnRAOdOE7ecmdECjj/mAAC90QMrAAS0dN3RANX12wDU/dEAYIxKFVkd0QIPfhhhvT3RA7Zv7q4dXdEBYWHA/oF90QMIU5dK4Z3RAprqAl9lvdEAQd/Uq8nd0QHszar4KgHRA5e/eUSOIdECTN8DMN5B0QP7zNGBQmHRAaLCp82igdEBLVkW4iah0QLYSukuisHRAZFqbxra4dEDOFhBaz8B0QDnThO3nyHRA5xpmaPzQdEBS19r7FNl0QAAfvHYp4XRAatswCkLpdEBNgczOYvF0QPzIrUl3+XRAZoUi3Y8BdUAUzQNYpAl1QMIU5dK4EXVALdFZZtEZdUDbGDvh5SF1QIlgHFz6KXVA8xyR7xIydUChZHJqJzp1QE+sU+U7QnVA/vM0YFBKdUBosKnzaFJ1QBb4im59WnVAxD9s6ZFidUByh01kpmp1QCDPLt+6cnVAzhYQWs96dUB9XvHU44J1QCum0k/4inVA2e2zygyTdUCHNZVFIZt1QDV9dsA1o3VA48RXO0qrdUDVl6WdWrN1QIPfhhhvu3VAMSdok4PDdUDfbkkOmMt1QI22Koms03VAf4l467zbdUC05zI1yeN1QGIvFLDd63VAVAJiEu7zdUACSkONAvx1QPMcke8SBHZAoWRyaicMdkCTN8DMNxR2QEF/oUdMHHZAM1LvqVwkdkDhmdAkcSx2QFqD91V5NHZAS1ZFuIk8dkD5nSYznkR2QOtwdJWuTHZA3UPC975UdkCLi6Ny01x2QAR1yqPbZHZA9UcYBuxsdkDnGmZo/HR2QNnts8oMfXZAhzWVRSGFdkB4COOnMY12QPHxCdk5lXZA48RXO0qddkDVl6WdWqV2QMZq8/9qrXZAP1QaMXO1dkB0stR6f712QGaFIt2PxXZAWFhwP6DNdkBJK76hsNV2QMIU5dK43XZAtOcyNcnldkDpRe1+1e12QNsYO+Hl9XZAVAJiEu79dkBF1a90/gV3QHszar4KDndA8xyR7xIWd0Ape0s5Hx53QBpOmZsvJndAT6xT5Tsud0DIlXoWRDZ3QP7zNGBQPndA78aCwmBGd0CsOxbbZE53QJ0OZD11VndA02weh4Fed0CP4bGfhWZ3QIG0/wGWbndAthK6S6J2d0Byh01kpn53QKjlB66yhndAIM8u37qOd0BWLekox5Z3QIuLo3LTnndARwA3i9emd0B9XvHU4653QLK8qx7wtndAbjE/N/S+d0Cjj/mAAMd3QGAEjZkEz3dAlWJH4xDXd0BS19r7FN93QIc1lUUh53dAvJNPjy3vd0B4COOnMfd3QPHxCdk5/3dArmad8T0HeEDjxFc7Sg94QJ8561NOF3hAGCMShVYfeEDVl6WdWid4QAr2X+dmL3hACvZf52Y3eEA/VBoxcz94QD9UGjFzR3hAdLLUen9PeEB0stR6f1d4QKoQj8SLX3hAqhCPxItneEDfbkkOmG94QN9uSQ6Yd3hAFM0DWKR/eEAUzQNYpId4QI22Komsj3hAjbYqiayXeEDCFOXSuJ94QMIU5dK4p3hAwhTl0riveEA7/gsEwbd4QDv+CwTBv3hAcFzGTc3HeEBwXMZNzc94QOlF7X7V13hA6UXtftXfeEDpRe1+1ed4QGIvFLDd73hAYi8UsN33eEDbGDvh5f94QB6kp8jhB3lAHqSnyOEPeUCXjc756Rd5QJeNzvnpH3lAl43O+ekneUAQd/Uq8i95QFQCYhLuN3lAVAJiEu4/eUDM64hD9kd5QBB39SryT3lAEHf1KvJXeUDM64hD9l95QMzriEP2Z3lAzOuIQ/ZveUCJYBxc+nd5QIlgHFz6f3lAzOuIQ/aHeUAQd/Uq8o95QIlgHFz6l3lAzOuIQ/afeUAQd/Uq8qd5QBB39Sryr3lAzOuIQ/a3eUAQd/Uq8r95QBB39Sryx3lAVAJiEu7PeUAQd/Uq8td5QFQCYhLu33lAl43O+enneUDbGDvh5e95QB6kp8jh93lA2xg74eX/eUAepKfI4Qd6QGIvFLDdD3pAprqAl9kXekDpRe1+1R96QKa6gJfZJ3pA6UXtftUvekAt0Vlm0Td6QHBcxk3NP3pA93KfHMVHekA7/gsEwU96QPdynxzFV3pAO/4LBMFfekDCFOXSuGd6QAagUbq0b3pASSu+obB3ekDRQZdwqH96QBTNA1ikh3pAm+PcJpyPekDfbkkOmJd6QN9uSQ6Yn3pAIvq19ZOnekCqEI/Ei696QO2b+6uHt3pAdLLUen+/ekD8yK1Jd8d6QD9UGjFzz3pAxmrz/2rXekBNgczOYt96QJEMObZe53pAGCMShVbvekCfOetTTvd6QCdQxCJG/3pArmad8T0He0A1fXbANQ97QLyTT48tF3tAQ6ooXiUfe0CHNZVFISd7QFLX2vsUL3tA2e2zygw3e0BgBI2ZBD97QOcaZmj8RntAbjE/N/ROe0D1RxgG7FZ7QH1e8dTjXntABHXKo9tme0DOFhBaz257QFYt6SjHdntA3UPC975+e0BkWpvGtoZ7QC/84HyqjntAthK6S6KWe0DEP2zpkZ57QI/hsZ+FpntAFviKbn2ue0DhmdAkcbZ7QGiwqfNovntAM1LvqVzGe0C6aMh4VM57QIUKDi9I1ntADCHn/T/ee0Be2QWDK+Z7QCl7Szkf7ntAsJEkCBf2e0B7M2q+Cv57QEXVr3T+BXxAEHf1KvINfEAepKfI4RV8QOlF7X7VHXxAtOcyNcklfEB/iXjrvC18QEkrvqGwNXxAm+PcJpw9fEBmhSLdj0V8QDEnaJODTXxA/MitSXdVfEDGavP/al18QBgjEoVWZXxA48RXO0ptfECuZp3xPXV8QHgI46cxfXxAysABLR2FfEDZ7bPKDI18QKOP+YAAlXxAbjE/N/ScfEDA6V2836R8QM4WEFrPrHxAmbhVEMO0fEBkWpvGtrx8QPmdJjOexHxAxD9s6ZHMfEDTbB6HgdR8QCQlPQxt3HxAM1LvqVzkfED+8zRgUOx8QJM3wMw39HxAXtkFgyv8fEBsBrggGwR9QAJKQ40CDH1AzOuIQ/YTfUDbGDvh5Rt9QHBcxk3NI31AO/4LBMErfUDRQZdwqDN9QN9uSQ6YO31A7Zv7q4dDfUCD34YYb0t9QJEMObZeU31AXK5+bFJbfUDx8QnZOWN9QAAfvHYpa31AlWJH4xBzfUCjj/mAAHt9QDnThO3ngn1ARwA3i9eKfUCZuFUQw5J9QC/84Hyqmn1APSmTGpqifUDTbB6Hgap9QOGZ0CRxsn1Adt1bkVi6fUDIlXoWRMJ9QF7ZBYMryn1AbAa4IBvSfUBF1a90/tl9QFQCYhLu4X1A6UXtftXpfUA7/gsEwfF9QNFBl3Co+X1AIvq19ZMBfkC4PUFiewl+QAr2X+dmEX5AnznrU04ZfkDx8QnZOSF+QMrAAS0dKX5A2e2zygwxfkCyvKse8Dh+QIuLo3LTQH5AmbhVEMNIfkByh01kplB+QMQ/bOmRWH5AnQ5kPXVgfkAzUu+pXGh+QIUKDi9IcH5AXtkFgyt4fkCwkSQIF4B+QIlgHFz6h35AYi8UsN2PfkC05zI1yZd+QI22Komsn35A325JDpinfkC4PUFie69+QJEMObZet35A48RXO0q/fkC8k0+PLcd+QNnts8oMz35AK6bST/jWfkAEdcqj295+QN1Dwve+5n5A+Z0mM57ufkBLVkW4ifZ+QCQlPQxt/n5AQX+hR0wGf0CTN8DMNw5/QGwGuCAbFn9AiWAcXPodf0BiLxSw3SV/QPdynxzFLX9A0UGXcKg1f0Dtm/urhz1/QD9UGjFzRX9AXK5+bFJNf0B4COOnMVV/QFLX2vsUXX9AbjE/N/Rkf0AEdcqj22x/QN1Dwve+dH9A+Z0mM558f0AW+IpufYR/QDNS76lcjH9AyJV6FkSUf0ChZHJqJ5x/QL6+1qUGpH9A2xg74eWrf0D3cp8cxbN/QI22Komsu39AqhCPxIvDf0DGavP/ast/QOPEVztK039AAB+8dinbf0BgBI2ZBON/QH1e8dTj6n9AmbhVEMPyf0Av/OB8qvp/QCarItxEAYBANNjUeTQFgEDkSj0LIgmAQPJ376gRDYBAAaWhRgERgECxFwrY7hSAQL9EvHXeGIBAb7ckB8wcgEB+5NakuyCAQIwRiUKrJIBA+fiE7JwogEAHJjeKjCyAQLeYnxt6MIBAxcVRuWk0gEB2OLpKVziAQCarItxEPIBANNjUeTRAgEDkSj0LIkSAQJS9pZwPSIBAo+pXOv9LgEBTXcDL7E+AQAPQKF3aU4BAs0KR7sdXgEBjtfl/tVuAQHHiqx2lX4BAIlUUr5JjgEDSx3xAgGeAQII65dFta4BAdji6SldvgEAmqyLcRHOAQNYdi20yd4BAhpDz/h97gEA2A1yQDX+AQOZ1xCH7goBAOC7jpuaGgEDooEs41IqAQJgTtMnBjoBASYYcW6+SgED5+ITsnJaAQEuxo3GImoBAPq946nGegEDuIeF7X6KAQEDa/wBLpoBA8ExokjiqgEChv9AjJq6AQPJ376gRsoBAo+pXOv+1gEA4LuOm5rmAQOigSzjUvYBAOllqvb/BgEDqy9JOrcWAQDyE8dOYyYBA7PZZZYbNgECCOuXRbdGAQNTyA1dZ1YBAhGVs6EbZgEDWHYttMt2AQCjWqfId4YBAvRk1XwXlgEBtjJ3w8uiAQL9EvHXe7IBAEf3a+snwgECnQGZnsfSAQPn4hOyc+IBAS7GjcYj8gECcacL2cwCBQDKtTWNbBIFAhGVs6EYIgUDWHYttMgyBQCjWqfIdEIFAvRk1XwUUgUAP0lPk8BeBQGGKcmncG4FA98391cMfgUBJhhxbryOBQJo+O+CaJ4FA0sd8QIArgUAkgJvFay+BQHY4ukpXM4FArcH7qjw3gUD/eRowKDuBQFEyObUTP4FAiLt6FflCgUDac5ma5EaBQM5xbhPOSoFAY7X5f7VOgUBXs874nlKBQOz2WWWGVoFA4PQu3m9agUAyrU1jW16BQGk2j8NAYoFAu+6tSCxmgUDyd++oEWqBQOZ1xCH7bYFAOC7jpuZxgUBvtyQHzHWBQGO1+X+1eYFAmj474Jp9gUCOPBBZhIGBQCSAm8VrhYFAF35wPlWJgUBPB7KeOo2BQEIFhxckkYFAeo7IdwmVgUBtjJ3w8piBQKUV31DYnIFAmBO0ycGggUDQnPUpp6SBQMOayqKQqIFA+yMMA3asgUDuIeF7X7CBQMfw2M9CtIFAu+6tSCy4gUDyd++oEbyBQOZ1xCH7v4FAv0S8dd7DgUCzQpHux8eBQOrL0k6ty4FA3smnx5bPgUC3mJ8betOBQO4h4Xtf14FAhGVs6EbbgUC77q1ILN+BQFEyObUT44FAiLt6FfnmgUBhinJp3OqBQFWIR+LF7oFALlc/NqnygUAiVRSvkvaBQPsjDAN2+oFA1PIDV1n+gUDH8NjPQgKCQKG/0CMmBoJAeo7IdwkKgkAP0lPk8A2CQEZblUTWEYJAICqNmLkVgkC1bRgFoRmCQI48EFmEHYJACd0lcVYigkBblUT2QSaCQMh8QKAzKoJA1qnyPSMugkDk1qTbEjKCQDaPw2D+NYJARbx1/u05gkBT6Sec3T2CQGEW2jnNQYJAs874vrhFgkDC+6pcqEmCQHJuE+6VTYJAgJvFi4VRgkDSU+QQcVWCQOCAlq5gWYJA761ITFBdgkDiqx3FOWGCQPHYz2IpZYJA/wWCABlpgkDzA1d5Am2CQAExCRfycIJAD167tOF0gkADXJAty3iCQBKJQsu6fIJAwvuqXKiAgkAUtMnhk4SCQMQmMnOBiIJA0lPkEHGMgkDGUbmJWpCCQNR+aydKlIJAhPHTuDeYgkB476gxIZyCQIYcW88QoIJAehowSPqjgkAqjZjZ56eCQNr/AGvVq4JALLgf8MCvgkDcKoiBrrOCQNAoXfqXt4JAgJvFi4W7gkB0mZoEb7+CQCQMA5Zcw4JA1H5rJ0rHgkDIfECgM8uCQHjvqDEhz4JAbO19qgrTgkAcYOY7+NaCQA9eu7Th2oJAwNAjRs/egkCzzvi+uOKCQGNBYVCm5oJA+YTsvI3qgkCp91ROe+6CQJ31Kcdk8oJATWiSWFL2gkDiqx3FOfqCQJMehlYn/oJAhhxbzxACg0DY1HlU/AWDQMzSTs3lCYNAfEW3XtMNg0ASiULLuhGDQAWHF0SkFYNAVz82yY8Zg0BLPQtCeR2DQJ31KcdkIYNAMjm1M0wlg0Diqx3FOSmDQHjvqDEhLYNADTM0nggxg0C+pZwv9jSDQFPpJ5zdOINApaFGIck8g0CZnxuaskCDQC7jpgaaRINAgJvFi4VIg0AW31D4bEyDQGiXb31YUINA/dr66T9Ug0CTHoZWJ1iDQOTWpNsSXINAehowSPpfg0APXru04WODQGEW2jnNZ4NA91llprRrg0CMnfASnG+DQN5VD5iHc4NAdJmaBG93g0AJ3SVxVnuDQFuVRPZBf4NAkx6GVieDg0AoYhHDDoeDQL6lnC/2ioNAD167tOGOg0BH5/wUx5KDQNwqiIGuloNALuOmBpqag0BmbOhmf56DQPuvc9NmooNAMjm1M0ymg0CE8dO4N6qDQLx6FRkdroNAUb6ghQSyg0CIR+Ll6bWDQNr/AGvVuYNAEolCy7q9g0BJEoQroMGDQN5VD5iHxYNAFt9Q+GzJg0AJ3SVxVs2DQEFmZ9E70YNA1qnyPSPVg0ANMzSeCNmDQEW8df7t3INAOLpKd9fgg0BwQ4zXvOSDQKfMzTei6INAPRBZpInsg0B0mZoEb/CDQKsi3GRU9INA4qsdxTn4g0DWqfI9I/yDQK946pEGAIRA5wEs8usDhEAei21S0QeEQFUUr7K2C4RAjJ3wEpwPhEDEJjJzgROEQPuvc9NmF4RA1H5rJ0obhEDIfECgMx+EQP8FggAZI4RA2NR5VPwmhEAPXru04SqEQEfn/BTHLoRAILb0aKoyhEBXPzbJjzaEQDAOLh1zOoRAaJdvfVg+hEBBZmfRO0KEQHjvqDEhRoRAUb6ghQRKhECIR+Ll6U2EQGEW2jnNUYRAmZ8bmrJVhEBybhPulVmEQEs9C0J5XYRAJAwDllxhhEBblUT2QWWEQDRkPEolaYRADTM0nghthEDnASzy63CEQMDQI0bPdIRA91llprR4hEDQKF36l3yEQKn3VE57gIRAgsZMol6EhEBblUT2QYiEQDRkPEoljIRADTM0ngiQhEDnASzy65OEQMDQI0bPl4RA3CqIga6bhEBXPzbJj5+EQDAOLh1zo4RACd0lcVanhEDiqx3FOauEQLx6FRkdr4RANo/DYP6yhEAPXru04baEQOksswjFuoRAp8zNN6K+hECAm8WLhcKEQFlqvd9oxoRA1H5rJ0rKhECtTWN7Lc6EQChiEcMO0oRAATEJF/LVhEDA0CNGz9mEQJmfG5qy3YRAFLTJ4ZPhhEDtgsE1d+WEQGiXb31Y6YRAJjeKrDXthED/BYIAGfGEQHoaMEj69IRA9S7ej9v4hEBwQ4zXvPyEQIyd8BKcAIVAB7KeWn0EhUCCxkyiXgiFQP3a+uk/DIVAvHoVGR0QhUA2j8Ng/hOFQLGjcajfF4VALLgf8MAbhUDrVzofnh+FQGZs6GZ/I4VA4ICWrmAnhUBblUT2QSuFQBo1XyUfL4VAlUkNbQAzhUAPXru04TaFQM791eO+OoVASRKEK6A+hUBmbOhmf0KFQCQMA5ZcRoVAnyCx3T1KhUAaNV8lH06FQHoaMEj6UYVA9S7ej9tVhUBwQ4zXvFmFQNAoXfqXXYVASz0LQnlhhUBol299WGWFQCY3iqw1aYVAQ5Hu5xRthUC+pZwv9nCFQB6LbVLRdIVAmZ8bmrJ4hUD5hOy8jXyFQBbfUPhsgIVAkfP+P06EhUDx2M9iKYiFQA0zNJ4IjIVAbhgFweOPhUDpLLMIxZOFQEkShCugl4VAZmzoZn+bhUCCxkyiXp+FQOKrHcU5o4VA/wWCABmnhUC+pZwv9qqFQNr/AGvVroVAO+XRjbCyhUBXPzbJj7aFQLckB+xquoVA1H5rJ0q+hUDWqfI9I8KFQPMDV3kCxoVAU+knnN3JhUBwQ4zXvM2FQNAoXfqX0YVA7YLBNXfVhUBNaJJYUtmFQAsIrYcv3YVAbO19qgrhhUCIR+Ll6eSFQIpyafzC6IVA61c6H57shUAHsp5affCFQAndJXFW9IVAJjeKrDX4hUAoYhHDDvyFQEW8df7t/4VAR+f8FMcDhkCnzM03ogeGQGZs6GZ/C4ZAxlG5iVoPhkCE8dO4NxOGQIYcW88QF4ZA5wEs8usahkCloUYhyR6GQKfMzTeiIoZAB7KeWn0mhkDGUbmJWiqGQMh8QKAzLoZAyqfHtgwyhkCIR+Ll6TWGQIpyafzCOYZASRKEK6A9hkCp91ROe0GGQKsi3GRURYZArU1jey1JhkBs7X2qCk2GQG4YBcHjUIZAcEOM17xUhkAu46YGmliGQNJT5BBxXIZA1H5rJ0pghkCTHoZWJ2SGQJVJDW0AaIZAl3SUg9lrhkA75dGNsG+GQPmE7LyNc4ZA+69z02Z3hkD92vrpP3uGQKFLOPQWf4ZAX+tSI/SChkBhFto5zYaGQAWHF0SkioZAB7KeWn2OhkCrItxkVJKGQGrC9pMxloZADTM0ngiahkAPXru04Z2GQLPO+L64oYZAtfl/1ZGlhkAW31D4bKmGQLlPjgJErYZAvHoVGR2xhkBf61Ij9LSGQANckC3LuIZAp8zNN6K8hkCp91ROe8CGQAndJXFWxIZArU1jey3IhkBRvqCFBMyGQPUu3o/bz4ZA91llprTThkCbyqKwi9eGQD874Lpi24ZA4qsdxTnfhkBDke7nFOOGQOcBLPLr5oZAinJp/MLqhkAu46YGmu6GQHSZmgRv8oZAGArYDkb2hkC8ehUZHfqGQF/rUiP0/YZAA1yQLcsBh0CnzM03ogWHQO2CwTV3CYdAkfP+P04Nh0A0ZDxKJRGHQHoaMEj6FIdAHottUtEYh0DC+6pcqByHQAeynlp9IIdAqyLcZFQkh0Dx2M9iKSiHQJVJDW0ALIdA2v8Aa9Uvh0B+cD51rDOHQMQmMnOBN4dAaJdvfVg7h0CtTWN7LT+HQPMDV3kCQ4dAl3SUg9lGh0DcKoiBrkqHQCLhe3+DTodAxlG5iVpSh0ALCK2HL1aHQFG+oIUEWodAl3SUg9ldh0DcKoiBrmGHQMQmMnOBZYdACd0lcVZph0BPkxlvK22HQJVJDW0AcYdA2v8Aa9V0h0AgtvRoqniHQGZs6GZ/fIdAqyLcZFSAh0Dx2M9iKYSHQHoaMEj6h4dAwNAjRs+Lh0CnzM03oo+HQO2CwTV3k4dAMjm1M0yXh0B476gxIZuHQAExCRfynodA6SyzCMWih0Au46YGmqaHQHSZmgRvqodAW5VE9kGuh0Dk1qTbErKHQCqNmNnntYdAEolCy7q5h0BXPzbJj72HQD874LpiwYdAyHxAoDPFh0CveOqRBsmHQPUu3o/bzIdA3CqIga7Qh0BmbOhmf9SHQE1oklhS2IdANGQ8SiXch0B6GjBI+t+HQKWhRiHJ44dAjJ3wEpznh0B0mZoEb+uHQP3a+uk/74dA5Nak2xLzh0DM0k7N5faHQLPO+L64+odA3lUPmIf+h0DGUbmJWgKIQK1NY3stBohANo/DYP4JiEAei21S0Q2IQAWHF0SkEYhAMA4uHXMViEC5T44CRBmIQKFLOPQWHYhAzNJOzeUgiECzzvi+uCSIQN5VD5iHKIhAxlG5iVosiECtTWN7LTCIQHoaMEj6M4hAYRbaOc03iECMnfASnDuIQHSZmgRvP4hA/dr66T9DiEAoYhHDDkeIQA9eu7ThSohA3CqIga5OiEDEJjJzgVKIQJHz/j9OVohAeO+oMSFaiEABMQkX8l2IQCy4H/DAYYhAtfl/1ZFliEDggJauYGmIQGrC9pMxbYhANo/DYP5wiEAei21S0XSIQOtXOh+eeIhAdJmaBG98iECfILHdPYCIQChiEcMOhIhA9S7ej9uHiEB+cD51rIuIQEs9C0J5j4hAMjm1M0yTiED/BYIAGZeIQIhH4uXpmohAVRSvsraeiEAi4Xt/g6KIQKsi3GRUpohAeO+oMSGqiEABMQkX8q2IQM791eO+sYhAVz82yY+1iEAkDAOWXLmIQPHYz2IpvYhAHGDmO/jAiEDpLLMIxcSIQHJuE+6VyIhAPzvgumLMiEALCK2HL9CIQDaPw2D+04hAA1yQLcvXiECMnfASnNuIQPuvc9Nm34hAyHxAoDPjiEBRvqCFBOeIQMDQI0bP6ohAjJ3wEpzuiEC3JAfsavKIQITx07g39ohA8wNXeQL6iEB8Rbde0/2IQOtXOh+eAYlAWWq932gFiUAmN4qsNQmJQFG+oIUEDYlAwNAjRs8QiUCMnfASnBSJQLckB+xqGIlAJjeKrDUciUCVSQ1tACCJQGEW2jnNI4lAjJ3wEpwniUD7r3PTZiuJQGrC9pMxL4lA2NR5VPwyiUADXJAtyzaJQHJuE+6VOolA4ICWrmA+iUBPkxlvK0KJQL6lnC/2RYlA6SyzCMVJiUBXPzbJj02JQMZRuYlaUYlANGQ8SiVViUCjdr8K8FiJQM791eO+XIlA3lUPmIdgiUBNaJJYUmSJQLx6FRkdaIlAKo2Y2edriUA75dGNsG+JQKn3VE57c4lA1H5rJ0p3iUDk1qTbEnuJQFPpJ5zdfolAwvuqXKiCiUDSU+QQcYaJQEFmZ9E7iolAUb6ghQSOiUDA0CNGz5GJQNAoXfqXlYlAnfUpx2SZiUALCK2HL52JQBxg5jv4oIlAinJp/MKkiUCbyqKwi6iJQKsi3GRUrIlAGjVfJR+wiUAqjZjZ57OJQDvl0Y2wt4lASz0LQnm7iUBblUT2Qb+JQMqnx7YMw4lA2v8Aa9XGiUDrVzofnsqJQPuvc9NmzolACwithy/SiUAcYOY7+NWJQCy4H/DA2YlAPRBZpIndiUBNaJJYUuGJQF3Aywwb5YlAbhgFwePoiUB+cD51rOyJQDAOLh1z8IlAQWZn0Tv0iUBRvqCFBPiJQGEW2jnN+4lAcm4T7pX/iUAkDAOWXAOKQHjvqDEhB4pAiEfi5ekKikA75dGNsA6KQEs9C0J5EopAW5VE9kEWikANMzSeCBqKQB6LbVLRHYpA0Chd+pchikDggJauYCWKQNap8j0jKYpA5wEs8ussikCZnxuasjCKQKn3VE57NIpAW5VE9kE4ikANMzSeCDyKQB6LbVLRP4pAFLTJ4ZNDikDGUbmJWkeKQNap8j0jS4pAiEfi5elOikA75dGNsFKKQDAOLh1zVopA4qsdxTlaikDzA1d5Al6KQKWhRiHJYYpAVz82yY9likBNaJJYUmmKQP8FggAZbYpAsaNxqN9wikBjQWFQpnSKQFlqvd9oeIpACwithy98ikC+pZwv9n+KQHBDjNe8g4pAZmzoZn+HikC5T44CRIuKQGztfaoKj4pAYRbaOc2SikAUtMnhk5aKQGiXb31YmopAGjVfJR+eikAPXru04aGKQML7qlyopYpAFt9Q+GypikALCK2HL62KQF/rUiP0sIpAEolCy7q0ikAHsp5afbiKQFuVRPZBvIpADTM0ngjAikCloUYhycOKQFc/NsmPx4pA761ITFDLikBDke7nFM+KQPUu3o/b0opAjJ3wEpzWikDggJauYNqKQNap8j0j3opAKo2Y2efhikB+cD51rOWKQHSZmgRv6YpAyHxAoDPtikBf61Ij9PCKQLPO+L649IpASz0LQnn4ikCfILHdPfyKQPMDV3kCAItAinJp/MIDi0A9EFmkiQeLQNR+aydKC4tAKGIRww4Pi0DA0CNGzxKLQLX5f9WRFotATWiSWFIai0ChSzj0Fh6LQDi6SnfXIYtAjJ3wEpwli0AkDAOWXCmLQHjvqDEhLYtAsaNxqN8wi0AFhxdEpDSLQJ31KcdkOItANGQ8SiU8i0AqjZjZ5z+LQML7qlyoQ4tAtyQH7GpHi0BPkxlvK0uLQKN2vwrwTotA3CqIga5Si0B0mZoEb1aLQGrC9pMxWotAATEJF/Jdi0D3WWWmtGGLQI7Idyl1ZYtAyHxAoDNpi0C+pZwv9myLQFUUr7K2cItASz0LQnl0i0CE8dO4N3iLQBxg5jv4e4tAEolCy7p/i0BLPQtCeYOLQITx07g3h4tA2NR5VPyKi0ASiULLuo6LQEs9C0J5kotAQWZn0TuWi0B6GjBI+pmLQLPO+L64nYtAqfdUTnuhi0Diqx3FOaWLQBxg5jv4qItAVRSvsrasi0BLPQtCebCLQITx07g3tItAvqWcL/a3i0D3WWWmtLuLQO2CwTV3v4tAyHxAoDPDi0ABMQkX8saLQDvl0Y2wyotAMA4uHXPOi0ALCK2HL9KLQEW8df7t1YtAfnA+dazZi0AW31D4bN2LQE+TGW8r4YtAiEfi5enki0BjQWFQpuiLQJ31Kcdk7ItAeO+oMSHwi0BuGAXB4/OLQEkShCug94tAgsZMol77i0BdwMsMG/+LQJd0lIPZAoxAcm4T7pUGjEAJ3SVxVgqMQEOR7ucUDoxAHottUtERjED5hOy8jRWMQDI5tTNMGYxADTM0nggdjEDpLLMIxSCMQMQmMnOBJIxAnyCx3T0ojECVSQ1tACyMQHBDjNe8L4xASz0LQnkzjEAmN4qsNTeMQAExCRfyOoxA3CqIga4+jEC3JAfsakKMQJMehlYnRoxAbhgFweNJjEBJEoQroE2MQCQMA5ZcUYxA/wWCABlVjEB8Rbde01iMQFc/NsmPXIxAMjm1M0xgjEANMzSeCGSMQOksswjFZ4xAZmzoZn9rjEBBZmfRO2+MQBxg5jv4coxAmZ8bmrJ2jEB0mZoEb3qMQE+TGW8rfoxAzNJOzeWBjECnzM03ooWMQCQMA5ZciYxA/wWCABmNjEB8Rbde05CMQFc/NsmPlIxAGArYDkaYjEDzA1d5ApyMQHBDjNe8n4xA7YLBNXejjEDIfECgM6eMQEW8df7tqoxAwvuqXKiujECd9SnHZLKMQBo1XyUftoxA2v8Aa9W5jEBXPzbJj72MQDI5tTNMwYxAr3jqkQbFjEAsuB/wwMiMQKn3VE57zIxAJjeKrDXQjEDnASzy69OMQGNBYVCm14xA4ICWrmDbjEBdwMsMG9+MQNr/AGvV4oxAm8qisIvmjEAYCtgORuqMQJVJDW0A7oxAEolCy7rxjECOyHcpdfWMQPHYz2Ip+YxAbhgFweP8jEDrVzofngCNQGiXb31YBI1AKGIRww4IjUBH5/wUxwuNQMQmMnOBD41A4qsdxTkTjUCjdr8K8BaNQCC29GiqGo1APzvgumIejUD/BYIAGSKNQB6LbVLRJY1Am8qisIspjUD92vrpPy2NQHoaMEj6MI1AmZ8bmrI0jUBZar3faDiNQHjvqDEhPI1Al3SUg9k/jUBXPzbJj0ONQHbEIRtIR41AlUkNbQBLjUBVFK+ytk6NQHSZmgRvUo1Akx6GVidWjUD1Lt6P21mNQHJuE+6VXY1A1H5rJ0phjUDzA1d5AmWNQBKJQsu6aI1AdJmaBG9sjUCTHoZWJ3CNQPUu3o/bc41AFLTJ4ZN3jUB2xCEbSHuNQJVJDW0Af41As874vriCjUAW31D4bIaNQDRkPEolio1Al3SUg9mNjUC1+X/VkZGNQLlPjgJElY1A2NR5VPyYjUA75dGNsJyNQFlqvd9ooI1AXcDLDBukjUB8Rbde06eNQN5VD5iHq41AnyCx3T2vjUABMQkX8rKNQCC29Giqto1AJAwDlly6jUBDke7nFL6NQEfn/BTHwY1AZmzoZn/FjUBqwvaTMcmNQMzSTs3lzI1AjJ3wEpzQjUDvrUhMUNSNQK946pEG2I1As874vrjbjUAW31D4bN+NQNap8j0j441A2v8Aa9XmjUD5hOy8jeqNQP3a+uk/7o1AATEJF/LxjUDC+6pcqPWNQCQMA5Zc+Y1A5Nak2xL9jUDpLLMIxQCOQO2CwTV3BI5ArU1jey0IjkCxo3Go3wuOQLX5f9WRD45AdsQhG0gTjkB6GjBI+haOQH5wPnWsGo5AgsZMol4ejkBDke7nFCKOQEfn/BTHJY5ASz0LQnkpjkCtTWN7LS2OQLGjcajfMI5Atfl/1ZE0jkC5T44CRDiOQHoaMEj6O45AILb0aKo/jkAkDAOWXEOOQChiEcMOR45AinJp/MJKjkCOyHcpdU6OQJMehlYnUo5AOLpKd9dVjkD5hOy8jVmOQJ8gsd09XY5Ao3a/CvBgjkBJEoQroGSOQE1oklhSaI5Ar3jqkQZsjkCzzvi+uG+OQFlqvd9oc45A/wWCABl3jkADXJAty3qOQKn3VE57fo5ACwithy+CjkAPXru04YWOQLX5f9WRiY5AW5VE9kGNjkBf61Ij9JCOQAWHF0SklI5AqyLcZFSYjkBRvqCFBJyOQPdZZaa0n45AWWq932ijjkD/BYIAGaeOQKWhRiHJqo5ASz0LQnmujkDx2M9iKbKOQJd0lIPZtY5APRBZpIm5jkDiqx3FOb2OQIhH4uXpwI5ALuOmBprEjkDUfmsnSsiOQHoaMEj6y45AwvuqXKjPjkBol299WNOOQA0zNJ4I145As874vrjajkBZar3faN6OQKFLOPQW4o5AR+f8FMfljkCOyHcpdemOQDRkPEol7Y5A2v8Aa9XwjkAi4Xt/g/SOQMh8QKAz+I5AD167tOH7jkC1+X/Vkf+OQP3a+uk/A49Ao3a/CvAGj0DrVzofngqPQJHz/j9ODo9A2NR5VPwRj0AgtvRoqhWPQAndJXFWGY9AUb6ghQQdj0CZnxuasiCPQD874LpiJI9AhhxbzxAoj0DO/dXjviuPQBbfUPhsL49AXcDLDBszj0ADXJAtyzaPQI7Idyl1Oo9A1qnyPSM+j0Aei21S0UGPQCLhe3+DRY9AasL2kzFJj0Cxo3Go30yPQPmE7LyNUI9AQWZn0TtUj0CIR+Ll6VePQNAoXfqXW49AGArYDkZfj0Cxo3Go32KPQPmE7LyNZo9AQWZn0Ttqj0CIR+Ll6W2PQNAoXfqXcY9AGArYDkZ1j0Bf61Ij9HiPQKfMzTeifI9A761ITFCAj0A2j8Ng/oOPQH5wPnWsh49AxlG5iVqLj0Bf61Ij9I6PQKfMzTeiko9A761ITFCWj0A2j8Ng/pmPQH5wPnWsnY9AxlG5iVqhj0ANMzSeCKWPQFUUr7K2qI9AnfUpx2Ssj0Dk1qTbErCPQH5wPnWss49AxlG5iVq3j0ANMzSeCLuPQFUUr7K2vo9AnfUpx2TCj0Dk1qTbEsaPQH5wPnWsyY9AxlG5iVrNj0ANMzSeCNGPQFUUr7K21I9AnfUpx2TYj0Dk1qTbEtyPQCy4H/DA349AxlG5iVrjj0ANMzSeCOePQFUUr7K26o9AnfUpx2Tuj0A2j8Ng/vGPQH5wPnWs9Y9AxlG5iVr5j0ANMzSeCP2PQCuKV1lbAJBAzvqUYzICkECbx2Ew/wOQQD84nzrWBZBA46jcRK0HkECHGRpPhAmQQCuKV1lbC5BA91YkJigNkECbx2Ew/w6QQD84nzrWEJBA46jcRK0SkECwdakRehSQQFTm5htRFpBA91YkJigYkEDEI/Hy9BmQQGiULv3LG5BADAVsB6MdkECwdakReh+QQHxCdt5GIZBAILOz6B0jkEDEI/Hy9CSQQGiULv3LJpBANWH7yZgokEDZ0TjUbyqQQHxCdt5GLJBASQ9DqxMukEDtf4C16i+QQJHwvb/BMZBANWH7yZgzkEACLsiWZTWQQKWeBaE8N5BASQ9DqxM5kEAW3A944DqQQLpMTYK3PJBAXr2KjI4+kEArildZW0CQQM76lGMyQpBAcmvSbQlEkEA/OJ861kWQQOOo3EStR5BAhxkaT4RJkEBU5uYbUUuQQPdWJCYoTZBAm8dhMP9OkEBolC79y1CQQAwFbAejUpBAsHWpEXpUkEB8QnbeRlaQQCCzs+gdWJBA7X+AtepZkECR8L2/wVuQQDVh+8mYXZBAAi7IlmVfkEClngWhPGGQQHJr0m0JY5BAFtwPeOBkkEC6TE2Ct2aQQIcZGk+EaJBA",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 5",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 6",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 7",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 8",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zxyz 9",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 0",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "0azP8yRtFUDzXNb7rYgVQAKYn/tIgBVAcB8COnGDFUApgC2El6oVQKh7l73heBVAMYSPFZBzFUAlzDNFVoEVQDiMjVJFYRVArmm9mwFeFUCEru0lf3IVQKZLn47DZxVAhK7tJX9yFUBEDeTiWmIVQOvr+9YPfBVAviJJ4+ppFUAIM2tRN24VQJfD7CU1ShVAgltNm2xMFUCcFz68ZkIVQPsOZz/BRRVAQ5fRdK9mFUCRE7dJJjcVQKZDJy37RxVA9P5m0aNEFUBiuJQvDlMVQImy4FSydRVAMd2uoCdUFUBTnJQbejEVQBDKL4BHOBVAz1Fe91YwFUA10Ml3yjwVQHXMBqd6KRVAaWT1eC8nFUDW0AWQ0lsVQEnY6wdRSxVAONQTsgo/FUDnIZHWxSsVQDXQyXfKPBVAYriULw5TFUD0vWuwKUAVQPT+ZtGjRBVADvm0qkQgFUCcFz68ZkIVQA75tKpEIBVAqo+2JolNFUCqj7YmiU0VQKK/fGUOLhVA5ee3F+o9FUBhd8gRoSoVQIxHz18iGBVAbwH7hqo7FUA41BOyCj8VQOacHUIdERVADvm0qkQgFUDD8h1FijoVQBIM1tzqXBVA9L1rsClAFUD7Dmc/wUUVQEpfb/niJBVANdDJd8o8FUDaHSJsvzMVQJfD7CU1ShVAiP5FlHcaFUCiv3xlDi4VQOchkdbFKxVAYriULw5TFUCmQyct+0cVQOchkdbFKxVALlx7H9lQFUCcFz68ZkIVQPS9a7ApQBVAOCMPXtdoFUBDHQUdpE4VQB80wROGQxVAiA/5K/NRFUCqj7YmiU0VQNbQBZDSWxVAmsoSuqCuFUDBh4qrLJYVQDMq0vqOwxVAToRjFkz6FUBsr/3xeywWQGuW6YBPsBZAdi8aTzI7F0CGpTftBKAXQE75lueOrRdAeVUOo/UyF0Dbx7Ta13MWQJmKKyQE7xVA7I7Osj/SFUAtjEK7assVQOTwkBCcAxZAwy6KIMpTFkBmVr7f+94WQOGXBruJnRdA3yVxVVWeGECNz1VoE8AZQI0t5gCRLxtAJSBCP01oHEAq36YOJ04dQP8gIYWEhh1AHFfvNuXZHEBerEEpmTEbQDgZd6PvzhhAhDHTofx3FkAFkS+NgXkUQFM+RLy1iRNA1rXvZ/RbE0B1gbchVHETQDvmPYOYfRNA+WFz/YG1E0AMW6JYv9oTQKKW/7X21RNAMr9TDsy4E0B7v82RUvITQFry2zYl/RNAe7/NkVLyE0DwWxB4NgAUQOz1EwxlIRRAv9kyqmcMFEB6BD1HdRUUQCvhlfBt9RNA1e/Qt18JFEB9g2UI8RAUQHp5K+fWJRRAGOarSzMtFEBQL6AidBgUQJFlWtdDKhRAfYNlCPEQFEDV79C3XwkUQEu21d1sHhRAoYFx1rsrFEChgXHWuysUQO6ofJvJKBRA7PUTDGUhFEBa8ts2Jf0TQO6ofJvJKBRADI8yPYI0FEDwWxB4NgAUQK4wBrxcJBRAGOarSzMtFECR+8ZvchIUQK4wBrxcJBRADI8yPYI0FEALZduGUCcUQE1pfzvpHxRALz+7xVE6FEAYi2G58hkUQGRCDVOoPhRALz+7xVE6FEBd7lBG8xMUQBjmq0szLRRA8FsQeDYAFEBDxbf89BYUQKGBcda7KxRAroZuN6ouFEChgXHWuysUQMKI3X72NRRA/qhmwXAbFED0y+oimDEUQO6ofJvJKBRA1e/Qt18JFEBV94NEs0gUQILHV136TBRAenkr59YlFEBNaX876R8UQJ32h0kiMBRAtcN7ifhCFEDKipfXGVsUQO6ofJvJKBRAZEINU6g+FEBV94NEs0gUQK4wBrxcJBRAGOarSzMtFEBkQg1TqD4UQJ32h0kiMBRAhubSgbJgFECCx1dd+kwUQBjmq0szLRRAL5Za1mVOFEBnlQJ0DTMUQBjmq0szLRRAreLqTXlVFECx+I7pGEAUQPQBI2OOSxRAZ5UCdA0zFEBV94NEs0gUQFX3g0SzSBRAwBPrgrqNFEDwBIfO0E8UQGbmrfLvHBRAq5hTDRdiFECCx1dd+kwUQMqKl9cZWxRAPBcKZuNWFEAvllrWZU4UQENv5t6mUhRAreLqTXlVFEBqrYvswzsUQAyPMj2CNBRAroZuN6ouFEDwBIfO0E8UQJ32h0kiMBRAtcN7ifhCFEAoYwQF4iIUQP6oZsFwGxRAegQ9R3UVFEB6eSvn1iUUQAtl24ZQJxRAP7VUx+oNFEDwWxB4NgAUQEPFt/z0FhRAnfaHSSIwFEAYi2G58hkUQLdVvw9vDxRATWl/O+kfFEAvP7vFUToUQPJ9+cNFRxRAyoqX1xlbFEAJ40rvV4QUQBbdqDhQnBRAyoqX1xlbFEBDb+beplIUQO2suyKu/hNA7qh8m8koFEBLttXdbB4UQDpS7RjfOBRAt1W/D28PFEB6eSvn1iUUQHp5K+fWJRRAv9kyqmcMFEDs9RMMZSEUQM+wMnPh8xNAz7Ayc+HzE0CuMAa8XCQUQHpMoCNHAxRAZuat8u8cFEBDxbf89BYUQFQbWbfNBBRAVBtZt80EFEAkdwGTNu8TQL/ZMqpnDBRA8FsQeDYAFEAr4ZXwbfUTQH2DZQjxEBRAQ8W3/PQWFEBQL6AidBgUQP7xfkmC3xNAt1W/D28PFED/d/2zm/sTQM+wMnPh8xNA7ay7Iq7+E0B6BD1HdRUUQHu/zZFS8hNA1hqy4doHFEB6BD1HdRUUQFAvoCJ0GBRAijgpOobqE0CaOqiQquITQBliesU95BNA7ay7Iq7+E0D/d/2zm/sTQP93/bOb+xNAC2XbhlAnFEAMBKyZEfoTQHoEPUd1FRRABx4EVMTSE0A/tVTH6g0UQNwXvRbyzRNAekygI0cDFEB9ntO8FuETQDcKUbZTBhRA1e/Qt18JFECuap7IkNcTQH2e07wW4RNARwQsNu3dE0C3Vb8Pbw8UQEcELDbt3RNAe7/NkVLyE0ANLDl99egTQJpOgfrjChRAekygI0cDFEB6BD1HdRUUQJpOgfrjChRAegQ9R3UVFECmhfUfhfgTQBliesU95BNA7AYaq6ftE0CsisPWXdQTQA0sOX316BNAfYNlCPEQFEBa8ts2Jf0TQJpOgfrjChRANwpRtlMGFED+8X5Jgt8TQO2suyKu/hNApJLuYY/PE0CmhfUfhfgTQAxboli/2hNAWvLbNiX9E0COepAnGOwTQPBbEHg2ABRANwpRtlMGFEC/2TKqZwwUQK5qnsiQ1xNARwPb3xvJE0DKGqor0uUTQM+wMnPh8xNAjnqQJxjsE0CKOCk6huoTQNwXvRbyzRNARwQsNu3dE0By5zcjZOcTQOwGGqun7RNAe7/NkVLyE0AZYnrFPeQTQM+wMnPh8xNApoX1H4X4E0BUG1m3zQQUQAsin2Eo2RNAijgpOobqE0B6BD1HdRUUQP7xfkmC3xNAWvLbNiX9E0DsBhqrp+0TQP7xfkmC3xNAfZ7TvBbhE0By5zcjZOcTQIo4KTqG6hNAekygI0cDFEBy5zcjZOcTQK5qnsiQ1xNAfZ7TvBbhE0DcF70W8s0TQIo4KTqG6hNADSw5ffXoE0CXYFTlncITQKdEPP23vRNAK+EMAFbME0Ckku5hj88TQKKW/7X21RNA/vF+SYLfE0DQX6/U+fYTQEcELDbt3RNA7AYaq6ftE0AkdwGTNu8TQBlUPi0q0RNA/vF+SYLfE0DsBhqrp+0TQE0mclwntxNADASsmRH6E0AkdwGTNu8TQA0sOX316BNAopb/tfbVE0BHBCw27d0TQC5/6/86rRNAyKQorlXcE0DPsDJz4fMTQHdTt83XnxNAfZ7TvBbhE0AMBKyZEfoTQNA7Gjj9wBNAJHcBkzbvE0ANLDl99egTQAxboli/2hNAfZ7TvBbhE0AXoJv3cboTQAxboli/2hNAcuc3I2TnE0Auf+v/Oq0TQBlUPi0q0RNA3Be9FvLNE0DQOxo4/cATQJo6qJCq4hNAmjqokKriE0ALIp9hKNkTQHpMoCNHAxRAcuc3I2TnE0CaOqiQquITQE0mclwntxNArIrD1l3UE0Cuap7IkNcTQMLEaf9ZvxNA3Be9FvLNE0AHHgRUxNITQDcKUbZTBhRAGVQ+LSrRE0AHHgRUxNITQBlUPi0q0RNAZLKxyeOuE0By5zcjZOcTQKKW/7X21RNAmjqokKriE0AljkNDucoTQPBbEHg2ABRA/vF+SYLfE0ALIp9hKNkTQKKW/7X21RNADSw5ffXoE0BHA9vfG8kTQKyKw9Zd1BNAJHcBkzbvE0DKGqor0uUTQAwErJkR+hNAyhqqK9LlE0DWGrLh2gcUQNwXvRbyzRNAGWJ6xT3kE0BHBCw27d0TQK5qnsiQ1xNAWvLbNiX9E0ANLDl99egTQCR3AZM27xNAyhqqK9LlE0D/d/2zm/sTQMLEaf9ZvxNAmjqokKriE0CQ3b/fxPATQH2e07wW4RNACyKfYSjZE0B6BD1HdRUUQFQbWbfNBBRAVBtZt80EFEDtrLsirv4TQM+wMnPh8xNADFuiWL/aE0D+8X5Jgt8TQKSS7mGPzxNAjnqQJxjsE0AYi2G58hkUQKaF9R+F+BNA1e/Qt18JFEBUG1m3zQQUQEcELDbt3RNAyKQorlXcE0DwWxB4NgAUQNYasuHaBxRAC2XbhlAnFEDWGrLh2gcUQBiLYbnyGRRA1e/Qt18JFECR+8ZvchIUQNXv0LdfCRRAroZuN6ouFECaToH64woUQKaF9R+F+BNAS7bV3WweFEAMBKyZEfoTQFry2zYl/RNAv9kyqmcMFECaToH64woUQHj4tPq/ARRAkfvGb3ISFEALZduGUCcUQP6oZsFwGxRAKGMEBeIiFEBnlQJ0DTMUQHp5K+fWJRRALz+7xVE6FEAvP7vFUToUQO6ofJvJKBRAnfaHSSIwFEBQL6AidBgUQLdVvw9vDxRA9MHA5Ws3FEAvP7vFUToUQGeVAnQNMxRAoYFx1rsrFED0wcDlazcUQMKI3X72NRRA9AEjY45LFEBkQg1TqD4UQPTL6iKYMRRAdBqU+4hBFEAMBKyZEfoTQAwErJkR+hNALz+7xVE6FEBkQg1TqD4UQAyPMj2CNBRAxExg5yFKFECudK83Nz0UQAyPMj2CNBRA9AEjY45LFEAoYwQF4iIUQGeVAnQNMxRAwojdfvY1FEB6eSvn1iUUQJ32h0kiMBRAz1oeVhBUFEALZduGUCcUQFX3g0SzSBRA9MHA5Ws3FEA8Fwpm41YUQPTBwOVrNxRA9MvqIpgxFEBISozaslkUQKuYUw0XYhRAreLqTXlVFEDBbsrA10UUQMKI3X72NRRA2kOZOmlEFEDETGDnIUoUQK6GbjeqLhRAkWVa10MqFEBqrYvswzsUQM9aHlYQVBRAkWVa10MqFEBqrYvswzsUQGeVAnQNMxRAnfaHSSIwFEBqrYvswzsUQK6GbjeqLhRAsfiO6RhAFED0wcDlazcUQBjmq0szLRRA2kOZOmlEFEAvP7vFUToUQGeVAnQNMxRAsfiO6RhAFEAvP7vFUToUQJFlWtdDKhRALz+7xVE6FEDuqHybySgUQMKI3X72NRRAKGMEBeIiFEDCiN1+9jUUQPAEh87QTxRAKPl+SuBkFEAvllrWZU4UQMKI3X72NRRA8n35w0VHFECudK83Nz0UQMKI3X72NRRA8ASHztBPFECd9odJIjAUQKGBcda7KxRACqz0VoBcFEA8Fwpm41YUQLXDe4n4QhRAtcN7ifhCFEAvllrWZU4UQCj5fkrgZBRA9AEjY45LFEAsnon1510UQK50rzc3PRRAxExg5yFKFEBqrYvswzsUQB73/yEIaRRAo+SFYkNmFEAMjzI9gjQUQNpDmTppRBRA2kOZOmlEFEAvllrWZU4UQMRMYOchShRAaq2L7MM7FED0ASNjjksUQHQalPuIQRRAuKx6X0tYFEDETGDnIUoUQENv5t6mUhRAreLqTXlVFEC4rHpfS1gUQMqKl9cZWxRAhubSgbJgFEDyffnDRUcUQCyeifXnXRRAwW7KwNdFFECx+I7pGEAUQGAtqGFrahRAZEINU6g+FEBWbkxFC3QUQEhKjNqyWRRAYC2oYWtqFECG5tKBsmAUQKuYUw0XYhRAPBcKZuNWFEDaKz0hyHYUQAqs9FaAXBRALJ6J9eddFEDKipfXGVsUQPTBwOVrNxRA8KAxHU5xFEASrdVp8H4UQNorPSHIdhRAHvf/IQhpFECUbaIlaXUUQGIO/zBhiBRA+4mU/6VnFEA8Fwpm41YUQPuJlP+lZxRAvxkFT6SBFEASrdVp8H4UQPCgMR1OcRRA0MZZkd16FECG5tKBsmAUQMArQu2schRAlG2iJWl1FEAlRZYSJXgUQMArQu2schRAvxkFT6SBFEAlRZYSJXgUQKIQSFvKphRAvxkFT6SBFECEBMnKCJcUQJ+mQEMRjxRAtQJMOGOUFEBI6te+DosUQGPVFZ6smRRAplrdlkqAFEDPWh5WEFQUQL8ZBU+kgRRA2is9Ich2FECdizDsWpgUQEjq174OixRAn6ZAQxGPFEC/GQVPpIEUQAWRL42BeRRAEq3VafB+FECdizDsWpgUQCVFlhIleBRAFt2oOFCcFEB/g5U5tpUUQJ90yNTubxRA1rRHnkGgFECfpkBDEY8UQDTdefAEtRRAqPCex5V9FEAU84WjLaQUQIbm0oGyYBRA1rRHnkGgFEA8w75R3rgUQOWUP52gnRRAeUcfuJChFECWz1gxCIcUQBbdqDhQnBRACeNK71eEFEAKjpPO3a8UQGPVFZ6smRRAKF1p1yexFEAU84WjLaQUQJVq+DP9qxRAn6ZAQxGPFEAU84WjLaQUQOSABia8sxRAbYg24GOpFEAI+zKxJtIUQHlHH7iQoRRAaDl9UU22FECiEEhbyqYUQLKvhh4Y3BRAhATJygiXFEARxaN1e6UUQDzDvlHeuBRAQkHmHmDYFECFCSB9SK0UQK89xt1l0xRAPMO+Ud64FEBsyn3+ocoUQELrp5KEwBRAQuunkoTAFEBtiDbgY6kUQHlqS6zM3xRAeWpLrMzfFEChMdKE48sUQAMPBjZU3RRA5IPd1GbOFED8owQh59AUQPL5/CynzxRArh3TIirnFEDijsAAsKoUQABR7gCy7xRAKiS91GLoFEB5akuszN8UQPyjBCHn0BRA5pwdQh0RFUD6JVcyQuIUQG+3UaYkzRRA5IPd1GbOFEADDwY2VN0UQAj7MrEm0hRAKiS91GLoFEDGgbPL2wgVQE9lvoeKABVAueDVhvL2FEDpefD0TQUVQABR7gCy7xRAq7zE2GcMFUCO2tc/vvUUQK4d0yIq5xRArh3TIirnFEAAUe4Asu8UQMaBs8vbCBVAYXfIEaEqFUCMR89fIhgVQIxHz18iGBVAVaexnwfhFECWZdA3iPQUQNcGh9cd8hRA5pwdQh0RFUBCQeYeYNgUQCokvdRi6BRAvjF5YwkmFUCO2tc/vvUUQLRdWTZT8xRAYnRJ9zkLFUAC4UhE7AIVQLYW/V8KChVANuzm3awHFUC2Fv1fCgoVQCu3ZZO7ARVA3Wrj1vIdFUDmnB1CHREVQDaTxGhJEhVA5pwdQh0RFUDPo4o3dRMVQH/d8O73FhVAIQTd4PP8FECiL0BpbCEVQDjUE7IKPxVAYXfIEaEqFUBYLWLD8A8VQKu8xNhnDBVA5yGR1sUrFUCiv3xlDi4VQBDdedKTIhVAZpIb7ZwyFUDdauPW8h0VQPagSYAzLxVAEN150pMiFUC8MkGRwg4VQMaBs8vbCBVA9L1rsClAFUAQ3XnSkyIVQKK/fGUOLhVAkRO3SSY3FUDl9ASyaTkVQEpTvUfqLBVA3Wrj1vIdFUCmQyct+0cVQEnY6wdRSxVAbwH7hqo7FUD2oEmAMy8VQF/TCEEbHxVADvm0qkQgFUBhd8gRoSoVQKPZal5IQRVASl9v+eIkFUCGeiT1GEkVQDXQyXfKPBVAbwH7hqo7FUCCOFthlQ0VQGF3yBGhKhVASdjrB1FLFUA4jI1SRWEVQG8B+4aqOxVASdjrB1FLFUBhd8gRoSoVQKK/fGUOLhVA5fQEsmk5FUBpZPV4LycVQEMdBR2kThVAYXfIEaEqFUA8ehQ6VSgVQKe71xbKHBVASdjrB1FLFUA2k8RoSRIVQM+jijd1ExVAjEfPXyIYFUBKX2/54iQVQII4W2GVDRVAf93w7vcWFUBKU71H6iwVQDXQyXfKPBVAf93w7vcWFUC+MXljCSYVQN1q49byHRVAaWT1eC8nFUCCOFthlQ0VQKe71xbKHBVAYnRJ9zkLFUCiv3xlDi4VQMaBs8vbCBVA9qBJgDMvFUA10Ml3yjwVQIxHz18iGBVADvm0qkQgFUCiL0BpbCEVQGJ0Sfc5CxVAWC1iw/APFUA8ehQ6VSgVQH/d8O73FhVARUXMeUwZFUAA73/+Jf4UQDaTxGhJEhVAAO9//iX+FECxplal29oUQLng1Yby9hRAKiS91GLoFEAEAcd+ItcUQJZl0DeI9BRAQkHmHmDYFEDXBofXHfIUQJZl0DeI9BRAQuunkoTAFEDqVveft+QUQNcGh9cd8hRAFkZ3ZHzjFECxplal29oUQCh/Ocqe2RRAFkZ3ZHzjFED6GxUTYMkUQPolVzJC4hRAKiS91GLoFEDj1JdLQ+0UQLGmVqXb2hRA+hsVE2DJFEAofznKntkUQAJ1u8BX/xRAT2W+h4oAFUAofznKntkUQI7a1z++9RRA+iVXMkLiFECyr4YeGNwUQBZGd2R84xRA5IPd1GbOFECQJTCC1OoUQFWnsZ8H4RRAnNadmhwEFUC54NWG8vYUQCh/Ocqe2RRAsq+GHhjcFEAOIGL4UsQUQDb8eiJ67hRAb7dRpiTNFEAStzwWDOwUQGJ0Sfc5CxVAueDVhvL2FEDj1JdLQ+0UQCokvdRi6BRAeltPEfHlFEAStzwWDOwUQPobFRNgyRRAB+cgG+jwFED6JVcyQuIUQJZl0DeI9BRABAHHfiLXFEAqJL3UYugUQLKvhh4Y3BRAAO9//iX+FEADDwY2VN0UQHlqS6zM3xRA+jSjrqAUFUAiCkXn4jQVQKe71xbKHBVAgjhbYZUNFUBKU71H6iwVQF/TCEEbHxVAPHoUOlUoFUAvLZPmuiMVQIj+RZR3GhVALy2T5rojFUCrvMTYZwwVQII4W2GVDRVAjEfPXyIYFUDnIZHWxSsVQA75tKpEIBVA9O2zAKEbFUDdauPW8h0VQGlk9XgvJxVASlO9R+osFUCiv3xlDi4VQA75tKpEIBVAAnW7wFf/FEDmnB1CHREVQDaTxGhJEhVAAO9//iX+FEAC4UhE7AIVQALhSETsAhVAlmXQN4j0FEBPZb6HigAVQCu3ZZO7ARVAxoGzy9sIFUCsFCFxJvgUQOacHUIdERVAPHoUOlUoFUCj2WpeSEEVQHpbTxHx5RRAAO9//iX+FECCOFthlQ0VQE9lvoeKABVA+iVXMkLiFEAEAcd+ItcUQLRdWTZT8xRAK7dlk7sBFUA27ObdrAcVQDbs5t2sBxVAtF1ZNlPzFEAhBN3g8/wUQALhSETsAhVA+jSjrqAUFUBPZb6HigAVQM+jijd1ExVAf93w7vcWFUBpZPV4LycVQCpbOMW+TxVAGXu7ggGRFUCg8pNUj+QVQCF7r3NSXBZAmk/532D/FkCpGGFBVsAXQMFgc3hncxhAVdQQ1ooGGUBy+1RKqUAZQIJs7Yun1xhA3meRJjsdGEBgNEYgvSwXQGzGyl8DcxZAw8xBQKazFUBYlSwpAXsVQHXMBqd6KRVAaWT1eC8nFUD2oEmAMy8VQE9lvoeKABVA49SXS0PtFEDz/ZtnwfsUQAJ1u8BX/xRAKH85yp7ZFEBNJfH+WfkUQOPUl0tD7RRAKH85yp7ZFEDXBofXHfIUQA1EqpfZxhRANNKNdyW6FEBC66eShMAUQOPUl0tD7RRAErc8FgzsFEAEAcd+ItcUQAfARyeb6RRArz3G3WXTFEA27ObdrAcVQPolVzJC4hRAjtrXP771FEAH5yAb6PAUQGJ0Sfc5CxVAiP5FlHcaFUBvAfuGqjsVQBDdedKTIhVA5fQEsmk5FUDPUV73VjAVQA75tKpEIBVA2h0ibL8zFUA41BOyCj8VQA75tKpEIBVA+w5nP8FFFUBf0whBGx8VQM9RXvdWMBVA+w5nP8FFFUAiCkXn4jQVQJwXPrxmQhVAoi9AaWwhFUBpZPV4LycVQC5cex/ZUBVAJsaZ0ZllFUCj2WpeSEEVQCbGmdGZZRVAw/IdRYo6FUD7Dmc/wUUVQH5IXGhzVxVA5ee3F+o9FUAuXHsf2VAVQJfD7CU1ShVARUXMeUwZFUDmnB1CHREVQPagSYAzLxVAp7vXFsocFUC2Fv1fCgoVQPP9m2fB+xRAtF1ZNlPzFECsFCFxJvgUQK89xt1l0xRAjEfPXyIYFUBOcxB7lsUUQAj7MrEm0hRAK7dlk7sBFUC54NWG8vYUQHlqS6zM3xRA4KoDfOTVFEDgqgN85NUUQCh/Ocqe2RRArz3G3WXTFEA00o13JboUQGg5fVFNthRAbMp9/qHKFED18o5JycEUQEJB5h5g2BRAohBIW8qmFEAI+zKxJtIUQPobFRNgyRRA6LVeDw/DFECiEEhbyqYUQChdadcnsRRAhQkgfUitFEA8w75R3rgUQP5MRYqyvBRADiBi+FLEFEBC66eShMAUQChdadcnsRRA5IPd1GbOFED6GxUTYMkUQAMPBjZU3RRATnMQe5bFFEBp3UnDlrcUQKEx0oTjyxRADiBi+FLEFEBp3UnDlrcUQGzKff6hyhRAo1KodD+/FECvPcbdZdMUQLRdWTZT8xRA9fKOScnBFEAoXWnXJ7EUQGndScOWtxRADUSql9nGFECvPcbdZdMUQK89xt1l0xRAKH85yp7ZFED18o5JycEUQKLpb04cyBRAnbg8W5OuFEA8w75R3rgUQKEx0oTjyxRAo9L5NGy7FECduDxbk64UQJVq+DP9qxRAEcWjdXulFEBCQeYeYNgUQOSD3dRmzhRAVedeFqbUFECjUqh0P78UQEJB5h5g2BRANNKNdyW6FEAoXWnXJ7EUQIqAeJPwnhRANNKNdyW6FED+TEWKsrwUQIqAeJPwnhRAlWr4M/2rFEAEAcd+ItcUQHpbTxHx5RRA/kxFirK8FECFCSB9SK0UQAqOk87drxRA/kxFirK8FEAOIGL4UsQUQDTdefAEtRRA+hsVE2DJFEBC66eShMAUQKPS+TRsuxRAlWr4M/2rFECVavgz/asUQJVq+DP9qxRA4o7AALCqFEBoOX1RTbYUQK89xt1l0xRAJZ1O7/m9FECi6W9OHMgUQELrp5KEwBRAQFnf8XKyFEA03XnwBLUUQIUJIH1IrRRAeWpLrMzfFEBVp7GfB+EUQBZGd2R84xRAQuunkoTAFEAU84WjLaQUQKEx0oTjyxRAaDl9UU22FEAofznKntkUQChdadcnsRRAVedeFqbUFEBC66eShMAUQKNSqHQ/vxRA+hsVE2DJFECzatBTF6gUQA4gYvhSxBRA8vn8LKfPFED8owQh59AUQP5MRYqyvBRA9fKOScnBFEAOIGL4UsQUQAj7MrEm0hRAQuunkoTAFEDkgAYmvLMUQOSABia8sxRAAw8GNlTdFECQARHsj94UQG+3UaYkzRRAoulvThzIFEAofznKntkUQLGmVqXb2hRAo9L5NGy7FEDy+fwsp88UQGzKff6hyhRArz3G3WXTFEAI+zKxJtIUQChdadcnsRRAoulvThzIFECxplal29oUQAMPBjZU3RRAo1KodD+/FEBsyn3+ocoUQLng1Yby9hRAo1KodD+/FECxplal29oUQPP9m2fB+xRA/KMEIefQFEBNJfH+WfkUQBK3PBYM7BRAtF1ZNlPzFEB6W08R8eUUQCokvdRi6BRAAO9//iX+FEBVp7GfB+EUQABR7gCy7xRAgjhbYZUNFUAhBN3g8/wUQKwUIXEm+BRADvm0qkQgFUBPZb6HigAVQKu8xNhnDBVAeltPEfHlFEBf0whBGx8VQL4xeWMJJhVAT2W+h4oAFUA27ObdrAcVQALhSETsAhVAYnRJ9zkLFUDGgbPL2wgVQBDdedKTIhVAdcwGp3opFUDnIZHWxSsVQL4xeWMJJhVAz6OKN3UTFUBTnJQbejEVQIgP+SvzURVAnBc+vGZCFUD0/mbRo0QVQG8B+4aqOxVA5ee3F+o9FUBKU71H6iwVQOX0BLJpORVAONQTsgo/FUAx3a6gJ1QVQDXQyXfKPBVA5yGR1sUrFUBvAfuGqjsVQLzVUDYuYBVAdcwGp3opFUDmnB1CHREVQEMdBR2kThVAkRO3SSY3FUDmnB1CHREVQJwXPrxmQhVAYXfIEaEqFUASDNbc6lwVQOX0BLJpORVAkRO3SSY3FUAfNMEThkMVQPS9a7ApQBVAKls4xb5PFUDSHz6bWVYVQO/eg8RAVRVAOIyNUkVhFUAuXHsf2VAVQJETt0kmNxVACDNrUTduFUAxhI8VkHMVQDiMjVJFYRVA5u6HpUqaFUBEnOASuYkVQJORrFv/ahVAAg7E9qF0FUBiuJQvDlMVQM+9UuTDihVA81zW+62IFUBwHwI6cYMVQEQN5OJaYhVAOCMPXtdoFUBwHwI6cYMVQL4iSePqaRVAhK7tJX9yFUBvjXkZE5MVQISu7SV/chVAqHuXveF4FUA60aY3iqYVQKqtQJyCpBVARNP+6JmrFUDRQttDNJcVQMLn0aegvBVALYxCu2rLFUDL+uiKhqUVQPfw+1l/xxVA3+undVecFUAVUK0lpLoVQJUpRlKdvhVADzuj2ynVFUDJ1ISFdckVQG4Bd4KD5RVA+yQkyRDYFUAONXI3PPsVQOV1tgM66xVARVdsUefwFUBna+ZDwA0WQAZzBCDwHxZAMYprhHc0FkAFHaMd7TAWQD10/sf9NxZADfjpeRJSFkBRWFhOt18WQJ0XxvKhThZAUFL2G6+CFkAiijcZDIEWQNiBh/ByqBZA4XMkFtm/FkC6yZW2/NsWQGciIX741RZALm3X2XbjFkACsnJvM/0WQHAQKEwgLhdA0er4yihOF0B6Cp6xpn4XQG7WvqkegxdAoSKcHHCyF0Bp/kTzg8cXQHVzqrfcCRhAgXO0L8xKGEC2o696anUYQMcwDygorhhA2R1U10oBGUDp2SfVBzAZQCFbNAIshxlAeAu7cJ3PGUCLXLzG2SkaQJinL9TxkhpAzFsTC8sPG0D7/YzoPo4bQLOf7JzKNRxAy/Qrb6fSHEDmg0Mik6odQO8mvcsfkR5A6feUFamHH0C0rY16UlMgQFQf9iin4CBAQOEdr9ZuIUC6wmHa7PMhQO9JaAAvWyJAKgAtOyGkIkChM+Fy3r8iQEsOx1vEpyJADfghNm9dIkDBXCmPK+EhQIBQzy06SSFAcB/47mqZIEDp061LedIfQKg3yzCLkh5A3T8WGZZvHUAN1tXtCmMcQLAYIsHknRtAhbf1jn7VGkCT+km5fjkaQAE+AW6OrxlAcvtUSqlAGUDYWbNKZNoYQF2PLJnebxhASbt+BuAeGECs7+bARPMXQJ5E3AFZpBdAMe7CPHBhF0AhRjf2qhwXQIwTI/rr5xZAa5bpgE+wFkBpKOxfHpIWQFa5xBNbUBZAMYprhHc0FkBm2aoXYgYWQDAwpGGcGRZAY0JCWtDeFUBqEgy8IdYVQOHm1iAR7hVAJIf7AwDaFUAaBnmApbgVQNFC20M0lxVAKxrsoDDUFUBBlxkni8QVQOTwkBCcAxZAyOLXUbQYFkD/kt+a4j8WQHj3Z6bzmhZAxC2y4XomF0BOzlDEp2gXQGK1l0AAsBdAadYlLguRF0A6yHP+S3YXQJ0elb6bPhdASqKBuIegFkCzoRFIYzwWQIp+Xhes9BVA0h8+m1lWFUCcFz68ZkIVQPP9m2fB+xRABAHHfiLXFECQARHsj94UQA4gYvhSxBRAbYg24GOpFEDQxlmR3XoUQBZ8Po/MaxRAi35KMbiJFEDD1wF6TV8UQKjwnseVfRRABZEvjYF5FECWz1gxCIcUQMPXAXpNXxRAw9cBek1fFEAlRZYSJXgUQNorPSHIdhRAVQvp5zxRFEDKipfXGVsUQPAEh87QTxRAxExg5yFKFEB0GpT7iEEUQFX3g0SzSBRAsfiO6RhAFEA6Uu0Y3zgUQAtl24ZQJxRAuKx6X0tYFECuhm43qi4UQGRCDVOoPhRA9MHA5Ws3FED0wcDlazcUQMKI3X72NRRAZ5UCdA0zFEAvP7vFUToUQEhKjNqyWRRADI8yPYI0FEBV94NEs0gUQAtl24ZQJxRAVfeDRLNIFEDCiN1+9jUUQFAvoCJ0GBRArnSvNzc9FEA3ClG2UwYUQHp5K+fWJRRAmk6B+uMKFEDuqHybySgUQF3uUEbzExRAP7VUx+oNFEB6eSvn1iUUQHoEPUd1FRRAe7/NkVLyE0CuMAa8XCQUQE1pfzvpHxRAK+GV8G31E0CaOqiQquITQAwErJkR+hNAkfvGb3ISFEA/tVTH6g0UQNXv0LdfCRRAQ8W3/PQWFEB9g2UI8RAUQOz1EwxlIRRAenkr59YlFEAYi2G58hkUQAtl24ZQJxRAfYNlCPEQFEB6eSvn1iUUQFry2zYl/RNAZEINU6g+FEDs9RMMZSEUQE1pfzvpHxRAenkr59YlFEC1w3uJ+EIUQGRCDVOoPhRAP7VUx+oNFEDCiN1+9jUUQLXDe4n4QhRAOlLtGN84FEBqrYvswzsUQILHV136TBRAkWVa10MqFEDyffnDRUcUQPBbEHg2ABRAVQvp5zxRFECCx1dd+kwUQGbmrfLvHBRAxExg5yFKFEAMjzI9gjQUQPJ9+cNFRxRAZ5UCdA0zFEB0GpT7iEEUQNXv0LdfCRRAGIthufIZFEBm5q3y7xwUQChjBAXiIhRA8n35w0VHFECCx1dd+kwUQJ32h0kiMBRAZEINU6g+FEAY5qtLMy0UQHQalPuIQRRAsfiO6RhAFEAKrPRWgFwUQFX3g0SzSBRAOlLtGN84FEC1w3uJ+EIUQLH4jukYQBRArjAGvFwkFEBV94NEs0gUQIbm0oGyYBRAVfeDRLNIFEAoYwQF4iIUQC8/u8VROhRAegQ9R3UVFECj5IViQ2YUQC+WWtZlThRA8ASHztBPFED0wcDlazcUQKPkhWJDZhRAtcN7ifhCFEBVC+nnPFEUQILHV136TBRATWl/O+kfFECwk819jW4UQPAEh87QTxRAHvf/IQhpFEDwBIfO0E8UQH2DZQjxEBRAFnw+j8xrFECj5IViQ2YUQLisel9LWBRAAmEqt3xjFEDPWh5WEFQUQB73/yEIaRRAsJPNfY1uFED7iZT/pWcUQChjBAXiIhRAn3TI1O5vFECUbaIlaXUUQAnjSu9XhBRAJUWWEiV4FECUbaIlaXUUQDsOL0MtbRRA8KAxHU5xFEDKipfXGVsUQMArQu2schRAAmEqt3xjFEBWbkxFC3QUQGPVFZ6smRRAlG2iJWl1FEBWbkxFC3QUQKjwnseVfRRAtQJMOGOUFEC1Akw4Y5QUQL8ZBU+kgRRAtQJMOGOUFECEBMnKCJcUQJj889lkjBRAGPEkSrCFFEBiDv8wYYgUQAnDfCD/ghRAtQJMOGOUFEAQh3Fk36IUQIUJIH1IrRRACo6Tzt2vFECY/PPZZIwUQKIQSFvKphRAn6ZAQxGPFECj0vk0bLsUQJ2LMOxamBRAFPOFoy2kFEDkgAYmvLMUQJ2LMOxamBRAgK/yPg6TFED18o5JycEUQKNSqHQ/vxRA5etOCGaQFEB5Rx+4kKEUQEJB5h5g2BRATnMQe5bFFEAOIGL4UsQUQPyjBCHn0BRA/kxFirK8FECFCSB9SK0UQHlqS6zM3xRAsq+GHhjcFEAOIGL4UsQUQP5MRYqyvBRAo1KodD+/FEDy+fwsp88UQHlqS6zM3xRANNKNdyW6FEA2k8RoSRIVQLKvhh4Y3BRA8vn8LKfPFEC54NWG8vYUQADvf/4l/hRAsaZWpdvaFECO2tc/vvUUQLGmVqXb2hRAlmXQN4j0FEC2Fv1fCgoVQIxHz18iGBVACPsysSbSFEBidEn3OQsVQE0l8f5Z+RRAIQTd4PP8FEA2k8RoSRIVQAJ1u8BX/xRAnNadmhwEFUArt2WTuwEVQGlk9XgvJxVAU5yUG3oxFUAC4UhE7AIVQDaTxGhJEhVAX9MIQRsfFUD7Dmc/wUUVQPpT/ibNFRVA5fQEsmk5FUCiv3xlDi4VQHXMBqd6KRVAnBc+vGZCFUC3vu1d3kYVQKZDJy37RxVA1tAFkNJbFUBhd8gRoSoVQMaBs8vbCBVA9qBJgDMvFUCmQyct+0cVQMlNnUwSbBVAQx0FHaROFUCGeiT1GEkVQDiMjVJFYRVA796DxEBVFUBJ6XjtbXEVQImy4FSydRVAfkhcaHNXFUBlkkEihWQVQEnpeO1tcRVAibLgVLJ1FUB+SFxoc1cVQNGsz/MkbRVAAWFRPR59FUBqqA+foocVQG/RJ2s7fxVAb9Enazt/FUAxhI8VkHMVQOvr+9YPfBVAhK7tJX9yFUBYlSwpAXsVQHxkRKftjhVAaqgPn6KHFUA60aY3iqYVQFnpnPaRqBVAnktYOWOeFUA5/QVgpLkVQJBep8WCxhVARNP+6JmrFUDC59GnoLwVQDrRpjeKphVAw8xBQKazFUDDzEFAprMVQBoGeYCluBVAeFzQGqKvFUAtjEK7assVQCGHkHLj3BVAahIMvCHWFUCj5Px4XZ0VQGoSDLwh1hVAvzACSDjTFUCJ6S/IX+gVQNX6t2hTzxVAHNsU003QFUDL+uiKhqUVQOyOzrI/0hVA9beFufbaFUBuAXeCg+UVQInpL8hf6BVAIYeQcuPcFUD3400cYM0VQOikwEhs5xVA3qnMbLHhFUD7JCTJENgVQC0kxg1T6RVA7I7Osj/SFUCkUPUMK/wVQD2mRp599xVAY0JCWtDeFUCJ6S/IX+gVQGJq03Wc9RVAdJbDSeX/FUC+0nVXTgcWQKDyk1SP5BVATOgz4UbRFUAONXI3PPsVQL7SdVdOBxZAhChJ0qoOFkCZiiskBO8VQOTwkBCcAxZAPGfCMUfqFUAn3lGhdQUWQMw1vX/VDBZApowt0b0hFkDD6T7KBCgWQPrRl0MnCRZAUcXPMrIyFkDGw3F1oToWQDVj5S6lVBZAIrIImsVNFkD6VdA+LW0WQAKXqgIpdxZAFEyAZTmAFkCXlCQraGEWQHj3Z6bzmhZADKk3UbyfFkCnuyH4HqIWQNiBh/ByqBZAu6lP5umiFkATN7AXKM8WQDhAIwJA8hZAHe3CDikFF0ArSp7Uku4WQPbzWb8THhdAcBAoTCAuF0Ctzez99z8XQJ0elb6bPhdAUOe8qMBGF0ARy6li11gXQH1j9gLHYBdA5gDMtXiJF0Bp1iUuC5EXQFfwTS6csBdAjDg+pd3MF0BgxJIK1NkXQKzv5sBE8xdA49xScYEGGEAhyfGHOCkYQDGmz4kpLxhA8QACUydTGEBbL8S964AYQDrO0EAilBhAPtYqN761GEDoZcdEWcMYQO4i2nle5BhAmoT8txj/GEDDsNtekRYZQGgoNCV8QRlA/AHyZ7haGUDLQyBg4mkZQNCpF3dekBlAKDY9OfasGUBNvJqQ+c8ZQAP0U0tR5hlA1/1xf0UTGkD2vgG0gSoaQGmeDcYmQxpAjEB2R1dzGkBa50xHHYMaQH5vBwR9jhpAXuK2sRrGGkBIW2B8KsAaQKUOy7Fj+xpAUc9QNAEKG0DMesphohcbQH1zgWrzRhtAyeZhT8leG0APIPB4mnAbQMHwXU/AnBtAvv51zFmeG0BzKZVPqtUbQP0pilLZ0htA1V/Oufn0G0DeP6xjPQAcQKVXT+K3JRxAC9YZ37ErHECX/ork/z4cQMlAqbH9SxxAKmO3JuphHEC/XBAuuGEcQPvgjb7aaxxA9JES0waCHEBywet5OIYcQHlz0WdEkRxATu7jF3ejHEDimCbOE50cQMPozbXDohxAlWJJ3BisHEBNoUbB9bMcQNRCXp2xsRxAe2GDraytHEAXCOXHAb4cQMGpC/lPtBxAt+dXlES3HEBXmoRXw6UcQEhGE8q0pBxAmhYpaYWhHEDrl43m+ZgcQKYSv7DmnBxA1g4UwBmgHECfANF2MJccQJSL5t5kjBxAIWugk2aEHEAEEc8eVXAcQCqvXL18aBxA9VkM8y1nHEAh+cdsz1wcQLWijNSUWRxAw3/UCVxHHEDADeJexFUcQBtXSss9MhxAXmL7lk4qHEBTW39TbDMcQFhGuuW3IxxABS7MkKsbHEAZ3gByiAkcQJjIPOY69htAkVHp/JXpG0AqkonejvAbQDMsogBH4RtAIzQBDuPLG0AL6aXlk8EbQDFzYzdUzBtAug2OPtO3G0DFNPhkHagbQF0J8TrLkBtAo0XEqlWTG0CpW2sT/oMbQEYB1yWIfxtABTFvZdd1G0C9mExlYVsbQPOWvgD2RBtA7bVsyUlUG0Bb7r2CXk8bQK+R/r52PhtADOPkElQwG0BhaYDieiEbQKRIZBMHFRtAsaCHKMsBG0B2wPIjIf8aQIOVH0Qx/BpAnfqOnbvuGkBM7emrP84aQHsgaFNzwBpAYadpSr++GkA7DP/qfKAaQBQGe9GslxpADk08zHGZGkC9hwtyzH8aQAUZ3UaGeBpASeLgqkdwGkCmHQWO01YaQFs5wjt1YRpACmZ1sRJFGkAZR/saJDoaQIlaKrplMBpAl7FZHe4iGkAZNmkgPiUaQL0gKHFLGBpA+g4M1SzyGUBygYq5j/MZQBxdiOyP5BlALYdNqanLGUDbGpHalMoZQAIsCdiFvRlAsR8vYzu6GUBQokXjop0ZQC2KE4XFoRlA47y52IB9GUBKe5NRFoQZQPszM64XaRlAo8WxXq1qGUCDrMITVV4ZQCBSUTjWURlAW5MQx4JKGUDJuh5OT0IZQAQNfTNYJhlAURvtd4ciGUCMFKN4uSkZQNtepVJqFBlA08ccA9oHGUCn1eo7mwIZQE/XLWAJ+BhAPw1N55PdGEBxjhPJNOEYQCWfjA0EwRhAkpvJ9Aq5GEDuY/5w0MMYQNFB0ggauBhAZ7LSZISYGEChiSG6mKQYQK2a8ihHjRhAnX0cZqWTGEABkNL+6YEYQAlCyOpOaxhAJcRHtF9ZGECPmfoubHYYQCCTLLlEVhhAz6tKF0JAGEDPbOQb8E0YQGfH61GbNRhA0PjznCIcGEDjzuWLayUYQNcPyc5NCRhA4xpe664cGEBfKj9dafQXQKMC8M5CBBhAKrTbRtbvF0ANmT1XH/YXQLVUOG7TzxdAD4x88IPpF0DbovZfDOYXQNcib6fruhdAuV9zfd60F0AO/M/OILwXQBygbedUvRdA5H3vtzixF0BCSKbe6pwXQFY65q15tRdA69J2VpSlF0Bcg4lkkocXQOYAzLV4iRdAdVErQ5GAF0DijeXRlXcXQMNQ/9wQcxdAUw6j9cxeF0CyqKJvHmAXQCyejjqCURdAlLUrpdM5F0ARy6li11gXQHAQKEwgLhdAOdFzX24tF0BQ9LTJuEQXQJ0elb6bPhdAgbbFPm8YF0DVEEZLTxYXQO8/bknhBRdA",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 1",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 2",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 3",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 4",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 5",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 6",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 7",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 8",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "zyyz 9",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 0",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 1",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 2",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 3",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 4",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 5",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 6",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 7",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 8",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzyx 9",
"type": "scatter",
"x": {
"bdata": "eouH95zoYkDryJHOQPliQOMcdXTcCWNAU1p/S4AaY0DEl4kiJCtjQDTVk/nHO2NALCl3n2NMY0CdZoF2B11jQA6ki02rbWNABfhu80Z+Y0B2NXnK6o5jQHy2Dg52n2NA7fMY5RmwY0DlR/yKtcBjQFWFBmJZ0WNATdnpB/XhY0BFLc2tkPJjQLZq14Q0A2RArb66KtATZEClEp7QayRkQCR9WkX/NGRAHNE965pFZEAUJSGRNlZkQAx5BDfSZmRAA83n3G13ZEB0CvKzEYhkQGxe1VmtmGRAct9qnTipZEBqM05D1LlkQGKHMelvymRAWdsUjwvbZEBRL/g0p+tkQEmD29pC/GRA1hpK7cUMZUDObi2TYR1lQMbCEDn9LWVAvhb03pg+ZUC2ateENE9lQEMCRpe3X2VAO1YpPVNwZUAyqgzj7oBlQLEUyVeCkWVAuJVemw2iZUA3ABsQobJlQC5U/rU8w2VAJqjhW9jTZUCzP1BuW+RlQKuTMxT39GVAKv7viIoFZkCpaKz9HRZmQK/pQUGpJmZALlT+tTw3ZkCtvroq0EdmQLM/UG5bWGZAMqoM4+5oZkCxFMlXgnlmQD+sN2oFimZANwAbEKGaZkC2ateENKtmQEMCRpe3u2ZAwmwCDEvMZkBB176A3txmQM5uLZNh7WZATdnpB/X9ZkDMQ6Z8iA5nQFnbFI8LH2dA2EXRA58vZ0BXsI14MkBnQGxe1VmtUGdA68iRzkBhZ0B4YADhw3FnQPfKvFVXgmdAdjV5yuqSZ0CK48CrZaNnQAlOfSD5s2dAl+XrMnzEZ0CdZoF2B9VnQBzRPeua5WdAMH+FzBX2Z0Cv6UFBqQZoQMSXiSIkF2hAQwJGl7cnaEBXsI14MjhoQNYaSu3FSGhA3JvfMFFZaEDxSScSzGloQHC044ZfemhAhGIraNqKaECK48CrZZtoQJ+RCI3gq2hAHvzEAXS8aEAyqgzj7sxoQDkroiZ63WhATdnpB/XtaEBTWn9LgP5oQGgIxyz7DmlAbolccIYfaUCCN6RRATBpQIi4OZWMQGlAnWaBdgdRaUCxFMlXgmFpQLiVXpsNcmlAzEOmfIiCaUDSxDvAE5NpQG6JXHCGo2lAdArysxG0aUCIuDmVjMRpQJ1mgXYH1WlAKv7viIrlaUA/rDdqBfZpQEUtza2QBmpA4fHtXQMXakD1nzU/fidqQII3pFEBOGpAl+XrMnxIakAkfVpF/1hqQDkroiZ6aWpA1O/C1ux5akDacFgaeIpqQHY1ecrqmmpAEvqZel2rakAYey++6LtqQLM/UG5bzGpATwRxHs7cakDcm98wUe1qQHhgAOHD/WpAjQ5Iwj4Oa0AaprbUwR5rQLZq14Q0L2tAUS/4NKc/a0DexmZHKlBrQHqLh/ecYGtAFlCopw9xa0Cj5xa6koFrQD+sN2oFkmtA2nBYGniia0D9S1KZ4rJrQIrjwKtlw2tAJqjhW9jTa0DCbAIMS+RrQF0xI7y99GtAct9qnTgFbEAOpItNqxVsQKlorP0dJmxAzEOmfIg2bEBZ2xSPC0dsQPWfNT9+V2xAGHsvvuhnbECzP1BuW3hsQNYaSu3FiGxAZLK4/0iZbECGjbJ+s6lsQKlorP0dumxARS3NrZDKbEBoCMcs+9psQIrjwKtl62xAGHsvvuj7bEA7Vik9UwxtQF0xI7y9HG1AgAwdOygtbUCj5xa6kj1tQD+sN2oFTm1AYocx6W9ebUB2NXnK6m5tQJkQc0lVf21AvOtsyL+PbUDexmZHKqBtQAGiYMaUsG1AJH1aRf/AbUBHWFTEadFtQGozTkPU4W1AFCUhkTbybUAo02hysQJuQEuuYvEbE25AbolccIYjbkCRZFbv8DNuQDtWKT1TRG5AXTEjvL1UbkCADB07KGVuQCr+74iKdW5ATdnpB/WFbkD3yrxVV5ZuQBqmttTBpm5AxJeJIiS3bkDncoOhjsduQJFkVu/w125Asz9QblvobkBdMSO8vfhuQAcj9gkgCW9AKv7viIoZb0DU78LW7ClvQH7hlSRPOm9AobyPo7lKb0BLrmLxG1tvQPWfNT9+a29An5EIjeB7b0BJg9vaQoxvQPN0riilnG9AnWaBdgetb0BHWFTEab1vQGozTkPUzW9AqWis/R3eb0BTWn9LgO5vQP1LUpni/m9A1J6Sc6IHcECpF3ya0w9wQH6QZcEEGHBAUwlP6DUgcEAogjgPZyhwQECGjh2UMHBAFf93RMU4cEBxjjo67kBwQIqSkEgbSXBAXwt6b0xRcEA0hGOWfVlwQEyIuaSqYXBAIQGjy9tpcEA6BfnZCHJwQJaUu88xenBAr5gR3l6CcECEEfsEkIpwQJwVURO9knBAtRmnIeqacECKkpBIG6NwQCqtvyVAq3BAQrEVNG2zcEAXKv9anrtwQDAuVWnLw3BAz0iERvDLcEDoTNpUHdRwQAFRMGNK3HBA1skZinvkcEDuzW+YqOxwQI7onnXN9HBAp+z0g/r8cEC/8EqSJwVxQNj0oKBUDXFAdw/QfXkVcUCQEyaMph1xQKkXfJrTJXFAjL0XX/QtcUCkwW1tITZxQL3Fw3tOPnFA1skZintGcUB15EhnoE5xQNJzC13JVnFA6ndha/ZecUCKkpBIG2dxQOYhUz5Eb3FA/yWpTHF3cUDiy0QRkn9xQPrPmh+/h3FAE9TwLeyPcUD2eYzyDJhxQA9+4gA6oHFAaw2l9mKocUBOs0C7g7BxQGe3lsmwuHFASl0yjtHAcUCn7PSD+shxQL/wSpIn0XFAopbmVkjZcUD/JalMceFxQOLLRBGS6XFA+s+aH7/xcUBXX10V6PlxQDoF+dkIAnJAlpS7zzEKckB5OleUUhJyQNbJGYp7GnJAuW+1TpwickAV/3dExSpyQHGOOjruMnJAVTTW/g47ckCxw5j0N0NyQJRpNLlYS3JANIRjln1TckAXKv9anltyQHO5wVDHY3JAV19dFehrckCz7h8LEXRyQNofKLctfHJANq/qrFaEckAZVYZxd4xyQLlvtU6clHJAnBVRE72cckA8MIDw4aRyQB/WG7UCrXJAv/BKkie1ckCiluZWSL1yQEKxFTRtxXJAJlex+I3NckBMiLmkqtVyQOyi6IHP3XJAz0iERvDlckBvY7MjFe5yQJaUu88x9nJA8iN+xVr+ckAZVYZxdwZzQECGjh2UDnNA4KC9+rgWc0AH0sWm1R5zQC4DzlLyJnNAzR39Lxcvc0D0TgXcMzdzQJRpNLlYP3NAu5o8ZXVHc0Diy0QRkk9zQILmc+62V3NAqRd8mtNfc0DPSIRG8GdzQG9jsyMVcHNAlpS7zzF4c0ABUTBjSoBzQKBrX0BviHNAx5xn7IuQc0DuzW+YqJhzQNJzC13JoHNA+KQTCeaoc0Af1hu1ArFzQAN8t3kjuXNAKq2/JUDBc0CUaTS5WMlzQLuaPGV10XNAnkDYKZbZc0DFceDVsuFzQDAuVWnL6XNAmurJ/OPxc0A6BfnZCPpzQKTBbW0hAnRAD37iADoKdEA2r+qsVhJ0QBlVhnF3GnRAhBH7BJAidEDuzW+YqCp0QBX/d0TFMnRAgLvs1906dEBjYYic/kJ0QM0d/S8XS3RAONpxwy9TdECiluZWSFt0QA1TW+pgY3RA8Pj2roFrdEBbtWtCmnN0QMVx4NWye3RAMC5VacuDdEDedTbk34t0QEgyq3f4k3RAs+4fCxGcdECWlLvPMaR0QAFRMGNKrHRAr5gR3l60dEAZVYZxd7x0QIQR+wSQxHRAMlncf6TMdECcFVETvdR0QEpdMo7R3HRAtRmnIerkdECYv0LmCu10QEYHJGEf9XRAscOY9Df9dEBfC3pvTAV1QA1TW+pgDXVAdw/QfXkVdUAmV7H4jR11QNSeknOiJXVAPlsHB7stdUDsouiBzzV1QJrqyfzjPXVASDKrd/hFdUCz7h8LEU51QGE2AYYlVnVAD37iADpedUC9xcN7TmZ1QGsNpfZibnVAGVWGcXd2dUDHnGfsi351QHXkSGeghnVAIywq4rSOdUDScwtdyZZ1QIC77NfdnnVALgPOUvKmdUAf1hu1Aq91QM0d/S8Xt3VAfGXeqiu/dUAqrb8lQMd1QNj0oKBUz3VAycfuAmXXdUD/JalMcd91QK1tiseF53VAnkDYKZbvdUBMiLmkqvd1QD5bBwe7/3VA7KLogc8HdkDedTbk3w92QIy9F1/0F3ZAfpBlwQQgdkAs2EY8GSh2QKTBbW0hMHZAlpS7zzE4dkBE3JxKRkB2QDav6qxWSHZAKII4D2dQdkDWyRmKe1h2QE6zQLuDYHZAQIaOHZRodkAyWdx/pHB2QCMsKuK0eHZA0nMLXcmAdkDDRlm/2Yh2QDwwgPDhkHZALgPOUvKYdkAf1hu1AqF2QBGpaRcTqXZAipKQSBuxdkC/8EqSJ7l2QLHDmPQ3wXZAopbmVkjJdkCUaTS5WNF2QA1TW+pg2XZA/yWpTHHhdkA0hGOWfel2QCZXsfiN8XZAnkDYKZb5dkCQEyaMpgF3QMVx4NWyCXdAPlsHB7sRd0BzucFQxxl3QGWMD7PXIXdAmurJ/OMpd0AT1PAt7DF3QEgyq3f4OXdAOgX52QhCd0D2eYzyDEp3QOhM2lQdUndAHauUnilad0DaHyi3LWJ3QMvydRk+andAAVEwY0pyd0C9xcN7Tnp3QPIjfsVagndAaw2l9mKKd0Cga19Ab5J3QNbJGYp7mndAkj6ton+id0DHnGfsi6p3QP36ITaYsndAuW+1Tpy6d0DuzW+YqMJ3QKtCA7GsyndA4KC9+rjSd0CcFVETvdp3QNJzC13J4ndAB9LFptXqd0DDRlm/2fJ3QDwwgPDh+ndA+KQTCeYCeEAuA85S8gp4QOp3YWv2EnhAY2GInP4aeEAf1hu1AiN4QFU01v4OK3hAVTTW/g4zeECKkpBIGzt4QIqSkEgbQ3hAv/BKkidLeEC/8EqSJ1N4QPROBdwzW3hA9E4F3DNjeEAqrb8lQGt4QCqtvyVAc3hAXwt6b0x7eEBfC3pvTIN4QNj0oKBUi3hA2PSgoFSTeEANU1vqYJt4QA1TW+pgo3hADVNb6mCreECGPIIbabN4QIY8ghtpu3hAu5o8ZXXDeEC7mjxldct4QDSEY5Z903hANIRjln3beEA0hGOWfeN4QK1tiseF63hArW2Kx4XzeEAmV7H4jft4QGniHeCJA3lAaeId4IkLeUDiy0QRkhN5QOLLRBGSG3lA4stEEZIjeUBbtWtCmit5QJ5A2CmWM3lAnkDYKZY7eUAXKv9ankN5QFu1a0KaS3lAW7VrQppTeUAXKv9anlt5QBcq/1qeY3lAFyr/Wp5reUDUnpJzonN5QNSeknOie3lAFyr/Wp6DeUBbtWtCmot5QNSeknOik3lAFyr/Wp6beUBbtWtCmqN5QFu1a0Kaq3lAFyr/Wp6zeUBbtWtCmrt5QFu1a0Kaw3lAnkDYKZbLeUBbtWtCmtN5QJ5A2CmW23lA4stEEZLjeUAmV7H4jet5QGniHeCJ83lAJlex+I37eUBp4h3giQN6QK1tiseFC3pA8Pj2roETekA0hGOWfRt6QPD49q6BI3pANIRjln0rekB3D9B9eTN6QLuaPGV1O3pAQrEVNG1DekCGPIIbaUt6QEKxFTRtU3pAhjyCG2lbekANU1vqYGN6QFHex9Fca3pAlGk0uVhzekAbgA2IUHt6QF8Lem9Mg3pA5iFTPkSLekAqrb8lQJN6QCqtvyVAm3pAbTgsDTyjekD0TgXcM6t6QDjaccMvs3pAv/BKkie7ekBGByRhH8N6QIqSkEgby3pAEalpFxPTekCYv0LmCtt6QNxKr80G43pAY2GInP7qekDqd2Fr9vJ6QHGOOjru+npA+KQTCeYCe0CAu+zX3Qp7QAfSxabVEntAjuiedc0ae0DScwtdySJ7QJwVURO9KntAIywq4rQye0CrQgOxrDp7QDJZ3H+kQntAuW+1TpxKe0BAho4dlFJ7QMecZ+yLWntATrNAu4Nie0AZVYZxd2p7QKBrX0BvcntAKII4D2d6e0CvmBHeXoJ7QHk6V5RSintAAVEwY0qSe0APfuIAOpp7QNofKLctontAYTYBhiWqe0As2EY8GbJ7QLPuHwsRuntAfpBlwQTCe0AFpz6Q/Ml7QM9IhEbw0XtAV19dFejZe0CpF3ya0+F7QHO5wVDH6XtA+s+aH7/xe0DFceDVsvl7QJATJoymAXxAW7VrQpoJfEBp4h3giRF8QDSEY5Z9GXxA/yWpTHEhfEDJx+4CZSl8QJRpNLlYMXxA5iFTPkQ5fECxw5j0N0F8QHxl3qorSXxARgckYR9RfEARqWkXE1l8QGNhiJz+YHxALgPOUvJofED4pBMJ5nB8QMNGWb/ZeHxAFf93RMWAfEAjLCritIh8QO7Nb5iokHxAuW+1TpyYfEALKNTTh6B8QBlVhnF3qHxA5PbLJ2uwfECvmBHeXrh8QETcnEpGwHxAD37iADrIfEAdq5SeKdB8QG9jsyMV2HxAfpBlwQTgfEBIMqt3+Od8QN51NuTf73xAqRd8mtP3fEC3RC44w/98QEyIuaSqB31AFyr/Wp4PfUAmV7H4jRd9QLuaPGV1H31AhjyCG2knfUAbgA2IUC99QCqtvyVAN31AONpxwy8/fUDNHf0vF0d9QNxKr80GT31Ap+z0g/pWfUA8MIDw4V59QEpdMo7RZn1A4KC9+rhufUDuzW+YqHZ9QIQR+wSQfn1Akj6ton+GfUDk9ssna459QHk6V5RSln1AiGcJMkKefUAdq5SeKaZ9QCzYRjwZrn1AwRvSqAC2fUAT1PAt7L19QKkXfJrTxX1At0QuOMPNfUCQEyaMptV9QJ5A2CmW3X1ANIRjln3lfUCGPIIbae19QBuADYhQ9X1AbTgsDTz9fUADfLd5IwV+QFU01v4ODX5A6ndha/YUfkA8MIDw4Rx+QBX/d0TFJH5AIywq4rQsfkD9+iE2mDR+QNbJGYp7PH5A5PbLJ2tEfkC9xcN7Tkx+QA9+4gA6VH5A6EzaVB1cfkB+kGXBBGR+QM9IhEbwa35AqRd8mtNzfkD6z5ofv3t+QNSeknOig35ArW2Kx4WLfkD/JalMcZN+QNj0oKBUm35AKq2/JUCjfkADfLd5I6t+QNxKr80Gs35ALgPOUvK6fkAH0sWm1cJ+QCMsKuK0yn5AdeRIZ6DSfkBOs0C7g9p+QCiCOA9n4n5ARNycSkbqfkCWlLvPMfJ+QG9jsyMV+n5AjL0XX/QBf0DedTbk3wl/QLdELjjDEX9A1J6Sc6IZf0CtbYrHhSF/QEKxFTRtKX9AG4ANiFAxf0A42nHDLzl/QIqSkEgbQX9Ap+z0g/pIf0DDRlm/2VB/QJwVURO9WH9AuW+1Tpxgf0BOs0C7g2h/QCiCOA9ncH9ARNycSkZ4f0BhNgGGJYB/QH6QZcEEiH9AE9TwLeyPf0DsouiBz5d/QAn9TL2un39AJlex+I2nf0BCsRU0ba9/QNj0oKBUt39A9E4F3DO/f0ARqWkXE8d/QC4DzlLyzn9ASl0yjtHWf0CrQgOxrN5/QMecZ+yL5n9A5PbLJ2vuf0B5OleUUvZ/QJaUu88x/n9AWfePhQgDgEAKavgW9gaAQBiXqrTlCoBAJsRcUtUOgEDWNsXjwhKAQOVjd4GyFoBAldbfEqAagECjA5Kwjx6AQLEwRE5/IoBAHhhA+HAmgEAsRfKVYCqAQNy3WidOLoBA6+QMxT0ygECbV3VWKzaAQEvK3ecYOoBAWfePhQg+gEAKavgW9kGAQLrcYKjjRYBAyAkTRtNJgEB4fHvXwE2AQCjv42iuUYBA2GFM+ptVgECJ1LSLiVmAQJcBZyl5XYBAR3TPumZhgED35jdMVGWAQKdZoN1BaYBAm1d1VittgEBLyt3nGHGAQPs8RnkGdYBAq6+uCvR4gEBbIhec4XyAQAyVfy3PgIBAXk2esrqEgEAOwAZEqIiAQL4yb9WVjIBAbqXXZoOQgEAeGED4cJSAQHDQXn1cmIBAZM4z9kWcgEAUQZyHM6CAQGb5ugwfpIBAFmwjngyogEDG3osv+quAQBiXqrTlr4BAyAkTRtOzgEBeTZ6yureAQA7ABkSou4BAYHglyZO/gEAQ641agcOAQGKjrN9sx4BAEhYVcVrLgECnWaDdQc+AQPkRv2It04BAqYQn9BrXgED7PEZ5BtuAQE31ZP7x3oBA4zjwatnigECTq1j8xuaAQOVjd4Gy6oBANxyWBp7ugEDMXyFzhfKAQB4YQPhw9oBAcNBefVz6gEDCiH0CSP6AQFfMCG8vAoFAqYQn9BoGgUD7PEZ5BgqBQE31ZP7xDYFA4zjwatkRgUA18Q7wxBWBQIapLXWwGYFAHO244ZcdgUBupddmgyGBQMBd9utuJYFA9+Y3TFQpgUBJn1bRPy2BQJtXdVYrMYFA0uC2thA1gUAkmdU7/DiBQHZR9MDnPIFArdo1Ic1AgUD/klSmuESBQPOQKR+iSIFAidS0i4lMgUB80okEc1CBQBIWFXFaVIFABRTq6UNYgUBXzAhvL1yBQI9VSs8UYIFA4Q1pVABkgUAYl6q05WeBQAyVfy3Pa4FAXk2esrpvgUCV1t8SoHOBQInUtIuJd4FAwF326257gUC0W8tkWH+BQEmfVtE/g4FAPZ0rSimHgUB0Jm2qDouBQGgkQiP4joFAn62Dg92SgUCTq1j8xpaBQMo0mlysmoFAvjJv1ZWegUD1u7A1e6KBQOm5ha5kpoFAIEPHDkqqgUAUQZyHM66BQO0PlNsWsoFA4Q1pVAC2gUAYl6q05bmBQAyVfy3PvYFA5WN3gbLBgUDYYUz6m8WBQBDrjVqByYFAA+li02rNgUDct1onTtGBQBRBnIcz1YFAqYQn9BrZgUDhDWlUAN2BQHZR9MDn4IFArdo1Ic3kgUCGqS11sOiBQHqnAu6Z7IFAU3b6QX3wgUBHdM+6ZvSBQCBDxw5K+IFA+RG/Yi38gUDtD5TbFgCCQMbeiy/6A4JAn62Dg90HgkA18Q7wxAuCQGx6UFCqD4JARUlIpI0TgkDajNMQdReCQLRby2RYG4JA28LzUnEggkAtexLYXCSCQJliDoJOKIJAqI/AHz4sgkC2vHK9LTCCQAh1kUIZNIJAFqJD4Ag4gkAlz/V9+DuCQDP8pxvoP4JAhbTGoNNDgkCT4Xg+w0eCQENU4c+wS4JAUoGTbaBPgkCkObLyi1OCQLJmZJB7V4JAwJMWLmtbgkC0keumVF+CQMK+nUREY4JA0etP4jNngkDE6SRbHWuCQNMW1/gMb4JA4UOJlvxygkDVQV4P5naCQONuEK3VeoJAk+F4PsN+gkDlmZfDroKCQJUMAFWchoJApDmy8ouKgkCXN4drdY6CQKZkOQllkoJAVtehmlKWgkBJ1XYTPJqCQFgCKbErnoJASwD+KRWigkD8cma7AqaCQKzlzkzwqYJA/p3t0dutgkCuEFZjybGCQKIOK9yytYJAUoGTbaC5gkBFf2jmib2CQPXx0Hd3wYJApmQ5CWXFgkCZYg6CTsmCQEnVdhM8zYJAPdNLjCXRgkDtRbQdE9WCQOFDiZb82IJAkbbxJ+rcgkCFtMag0+CCQDUnLzLB5IJAymq6nqjogkB73SIwluyCQG7b96h/8IJAHk5gOm30gkC0keumVPiCQGQEVDhC/IJAWAIpsSsAg0Cqukc2FwSDQJ24HK8ACINATiuFQO4Lg0DjbhCt1Q+DQNds5SW/E4NAKSUEq6oXg0AcI9kjlBuDQG7b96h/H4NABB+DFWcjg0C0keumVCeDQEnVdhM8K4NA3xgCgCMvg0CPi2oRETODQCXP9X34NoNAd4cUA+Q6g0Bqhel7zT6DQADJdOi0QoNAUoGTbaBGg0DnxB7ah0qDQDl9PV9zToNAz8DIy1pSg0BkBFQ4QlaDQLa8cr0tWoNASwD+KRVeg0DhQ4mW/GGDQDP8pxvoZYNAyD8ziM9pg0Beg770tm2DQLA73XmicYNARX9o5ol1g0DbwvNScXmDQC17EthcfYNAZARUOEKBg0D6R9+kKYWDQI+LahERiYNA4UOJlvyMg0AYzcr24ZCDQK4QVmPJlINAAMl06LSYg0A3UrZImpyDQM2VQbWBoINABB+DFWekg0BW16GaUqiDQI1g4/o3rINAI6RuZx+wg0BaLbDHBLSDQKzlzkzwt4NA424QrdW7g0Aa+FENu7+DQLA73Xmiw4NA58Qe2ofHg0DbwvNSccuDQBJMNbNWz4NAqI/AHz7Tg0DfGAKAI9eDQBaiQ+AI24NACqAYWfLeg0BBKVq51+KDQHmymxm95oNADvYmhqTqg0BFf2jmie6DQH0IqkZv8oNAtJHrplT2g0Coj8AfPvqDQIFeuHMh/oNAuOf50wYChEDvcDs07AWEQCf6fJTRCYRAXoO+9LYNhECVDABVnBGEQM2VQbWBFYRApmQ5CWUZhECZYg6CTh2EQNHrT+IzIYRAqrpHNhclhEDhQ4mW/CiEQBjNyvbhLIRA8ZvCSsUwhEApJQSrqjSEQAL0+/6NOIRAOX09X3M8hEASTDWzVkCEQEnVdhM8RIRAI6RuZx9IhEBaLbDHBEyEQDP8pxvoT4RAaoXpe81ThEBDVOHPsFeEQBwj2SOUW4RA9fHQd3dfhEAtexLYXGOEQAZKCixAZ4RA3xgCgCNrhEC45/nTBm+EQJG28SfqcoRAyD8ziM92hECiDivcsnqEQHvdIjCWfoRAVKwahHmChEAtexLYXIaEQAZKCixAioRA3xgCgCOOhEC45/nTBpKEQJG28SfqlYRArhBWY8mZhEApJQSrqp2EQAL0+/6NoYRA28LzUnGlhEC0keumVKmEQI1g4/o3rYRACHWRQhmxhEDhQ4mW/LSEQLoSgerfuIRAebKbGb28hEBSgZNtoMCEQCtQi8GDxIRApmQ5CWXIhEB/MzFdSMyEQPpH36Qp0IRA0xbX+AzUhECRtvEn6teEQGqF6XvN24RA5ZmXw67fhEC+aI8XkuOEQDl9PV9z54RA+BxYjlDrhEDR60/iM++EQEsA/ikV84RAxhSscfb2hEBBKVq51/qEQF6DvvS2/oRA2ZdsPJgChUBUrBqEeQaFQM/AyMtaCoVAjWDj+jcOhUAIdZFCGRKFQIOJP4r6FYVA/p3t0dsZhUC8PQgBuR2FQDdStkiaIYVAsmZkkHslhUAtexLYXCmFQOsaLQc6LYVAZi/bThsxhUDhQ4mW/DSFQJ/jo8XZOIVAGvhRDbs8hUA3UrZImkCFQPXx0Hd3RIVAcAZ/v1hIhUDrGi0HOkyFQEsA/ikVUIVAxhSscfZThUBBKVq511eFQKIOK9yyW4VAHCPZI5RfhUA5fT1fc2OFQPgcWI5QZ4VAFHe8yS9rhUCPi2oREW+FQO9wOzTscoVAaoXpe812hUDKarqeqHqFQOfEHtqHfoVAYtnMIWmChUDCvp1ERIaFQN8YAoAjioVAP/7Sov6NhUC6EoHq35GFQBr4UQ27lYVAN1K2SJqZhUBUrBqEeZ2FQLSR66ZUoYVA0etP4jOlhUCPi2oREamFQKzlzkzwrIVADMufb8uwhUApJQSrqrSFQIkK1c2FuIVApmQ5CWW8hUCoj8AfPsCFQMTpJFsdxIVAJc/1ffjHhUBBKVq518uFQKIOK9yyz4VAvmiPF5LThUAeTmA6bdeFQN3temlK24VAPdNLjCXfhUBaLbDHBOOFQFxYN97d5oVAvD0IAbnqhUDZl2w8mO6FQNvC81Jx8oVA+BxYjlD2hUD6R9+kKfqFQBaiQ+AI/oVAGM3K9uEBhkB5spsZvQWGQDdStkiaCYZAlzeHa3UNhkBW16GaUhGGQFgCKbErFYZAuOf50wYZhkB3hxQD5ByGQHmymxm9IIZA2ZdsPJgkhkCXN4drdSiGQJliDoJOLIZAm42VmCcwhkBaLbDHBDSGQFxYN97dN4ZAGvhRDbs7hkB73SIwlj+GQH0IqkZvQ4ZAfzMxXUhHhkA900uMJUuGQD/+0qL+ToZAQSlauddShkAAyXTotFaGQKQ5svKLWoZApmQ5CWVehkBkBFQ4QmKGQGYv204bZoZAaFpiZfRphkAMy59vy22GQMpqup6ocYZAzZVBtYF1hkDPwMjLWnmGQHIxBtYxfYZAMdEgBQ+BhkAz/Kcb6ISGQNds5SW/iIZA2ZdsPJiMhkB9CKpGb5CGQDuoxHVMlIZA3xgCgCOYhkDhQ4mW/JuGQIW0xqDTn4ZAh99Nt6yjhkDnxB7ah6eGQIs1XOReq4ZAjWDj+jevhkAx0SAFD7OGQNVBXg/mtoZAebKbGb26hkB73SIwlr6GQNvC81JxwoZAfzMxXUjGhkAjpG5nH8qGQMYUrHH2zYZAyD8ziM/RhkBssHCSptWGQBAhrpx92YZAtJHrplTdhkAUd7zJL+GGQLjn+dMG5YZAXFg33t3ohkAAyXTotOyGQEV/aOaJ8IZA6e+l8GD0hkCNYOP6N/iGQDHRIAUP/IZA1UFeD+b/hkB5spsZvQOHQL5ojxeSB4dAYtnMIWkLh0AGSgosQA+HQEsA/ikVE4dA73A7NOwWh0CT4Xg+wxqHQNmXbDyYHodAfQiqRm8ih0DCvp1ERCaHQGYv204bKodArOXOTPAth0BQVgxXxzGHQJUMAFWcNYdAOX09X3M5h0B/MzFdSD2HQMTpJFsdQYdAaFpiZfREh0CuEFZjyUiHQPPGSWGeTIdAlzeHa3VQh0Dd7XppSlSHQCOkbmcfWIdAaFpiZfRbh0CuEFZjyV+HQJUMAFWcY4dA28LzUnFnh0AgeedQRmuHQGYv204bb4dArOXOTPByh0Dxm8JKxXaHQDdStkiaeodAfQiqRm9+h0DCvp1ERIKHQEsA/ikVhodAkbbxJ+qJh0B5spsZvY2HQL5ojxeSkYdABB+DFWeVh0BJ1XYTPJmHQNMW1/gMnYdAuhKB6t+gh0AAyXTotKSHQEV/aOaJqIdALXsS2Fysh0C2vHK9LbCHQPxyZrsCtIdA424QrdW3h0ApJQSrqruHQBAhrpx9v4dAmWIOgk7Dh0CBXrhzIceHQMYUrHH2yodArhBWY8nOh0A3UrZImtKHQB5OYDpt1odABkoKLEDah0BLAP4pFd6HQHeHFAPk4YdAXoO+9Lblh0BFf2jmiemHQM/AyMta7YdAtrxyvS3xh0CduByvAPWHQIW0xqDT+IdAsDvdeaL8h0CXN4drdQCIQH8zMV1IBIhACHWRQhkIiEDvcDs07AuIQNds5SW/D4hAAvT7/o0TiECLNVzkXheIQHIxBtYxG4hAnbgcrwAfiECFtMag0yKIQLA73XmiJohAlzeHa3UqiEB/MzFdSC6IQEsA/ikVMohAM/ynG+g1iEBeg770tjmIQEV/aOaJPYhAz8DIy1pBiED6R9+kKUWIQOFDiZb8SIhArhBWY8lMiECVDABVnFCIQGLZzCFpVIhASdV2EzxYiEDTFtf4DFyIQP6d7dHbX4hAh99Nt6xjiECyZmSQe2eIQDuoxHVMa4hACHWRQhlviEDvcDs07HKIQLw9CAG5dohARX9o5ol6iEBwBn+/WH6IQPpH36QpgohAxhSscfaFiEBQVgxXx4mIQBwj2SOUjYhABB+DFWeRiEDR60/iM5WIQFotsMcEmYhAJ/p8lNGciEDzxklhnqCIQH0IqkZvpIhASdV2EzyoiEDTFtf4DKyIQJ/jo8XZr4hAKSUEq6qziED18dB3d7eIQMK+nUREu4hA7UW0HRO/iEC6EoHq38KIQENU4c+wxohAECGunH3KiEDd7XppSs6IQAh1kUIZ0ohA1UFeD+bViEBeg770ttmIQM2VQbWB3YhAmWIOgk7hiEAjpG5nH+WIQJG28Sfq6IhAXoO+9LbsiECJCtXNhfCIQFbXoZpS9IhAxOkkWx34iEBOK4VA7vuIQLw9CAG5/4hAK1CLwYMDiUD4HFiOUAeJQCOkbmcfC4lAkbbxJ+oOiUBeg770thKJQIkK1c2FFolA+BxYjlAaiUBmL9tOGx6JQDP8pxvoIYlAXoO+9LYliUDNlUG1gSmJQDuoxHVMLYlAqrpHNhcxiUDVQV4P5jSJQENU4c+wOIlAsmZkkHs8iUAgeedQRkCJQI+LahERRIlAuhKB6t9HiUApJQSrqkuJQJc3h2t1T4lABkoKLEBTiUB0XI3sCleJQJ/jo8XZWolAsDvdeaJeiUAeTmA6bWKJQI1g4/o3ZolA/HJmuwJqiUAMy59vy22JQHvdIjCWcYlApmQ5CWV1iUC2vHK9LXmJQCXP9X34fIlAk+F4PsOAiUCkObLyi4SJQBJMNbNWiIlAI6RuZx+MiUCRtvEn6o+JQKIOK9yyk4lAbtv3qH+XiUDd7XppSpuJQO1FtB0Tn4lAXFg33t2iiUBssHCSpqaJQH0IqkZvqolA6xotBzquiUD8cma7ArKJQAzLn2/LtYlAHCPZI5S5iUAtexLYXL2JQJuNlZgnwYlArOXOTPDEiUC8PQgBuciJQM2VQbWBzIlA3e16aUrQiUDtRbQdE9SJQP6d7dHb14lADvYmhqTbiUAeTmA6bd+JQC+mme4144lAP/7Sov7miUBQVgxXx+qJQAL0+/6N7olAEkw1s1byiUAjpG5nH/aJQDP8pxvo+YlAQ1Thz7D9iUD18dB3dwGKQEnVdhM8BYpAWi2wxwQJikAMy59vywyKQBwj2SOUEIpALXsS2FwUikDfGAKAIxiKQO9wOzTsG4pAog4r3LIfikCyZmSQeyOKQKiPwB8+J4pAuOf50wYrikBqhel7zS6KQHvdIjCWMopALXsS2Fw2ikDfGAKAIzqKQO9wOzTsPYpA5ZmXw65BikCXN4drdUWKQKiPwB8+SYpAWi2wxwRNikAMy59vy1CKQAL0+/6NVIpAtJHrplRYikDE6SRbHVyKQHeHFAPkX4pAKSUEq6pjikAeTmA6bWeKQNHrT+Iza4pAg4k/ivpuikA1Jy8ywXKKQCtQi8GDdopA3e16aUp6ikCPi2oREX6KQEEpWrnXgYpAN1K2SJqFikCLNVzkXomKQD3TS4wljYpAM/ynG+iQikDlmZfDrpSKQDl9PV9zmIpA6xotBzqcikDhQ4mW/J+KQJPheD7Do4pA58Qe2oenikDd7XppSquKQDHRIAUPr4pA424QrdWyikDZl2w8mLaKQC17EthcuopA3xgCgCO+ikB3hxQD5MGKQCklBKuqxYpAwJMWLmvJikAUd7zJL82KQMYUrHH20IpAXoO+9LbUikCyZmSQe9iKQKiPwB8+3IpA/HJmuwLgikBQVgxXx+OKQEV/aOaJ54pAmWIOgk7rikAx0SAFD++KQIW0xqDT8opAHCPZI5T2ikBwBn+/WPqKQMTpJFsd/opAXFg33t0Bi0AO9iaGpAWLQKZkOQllCYtA+kffpCkNi0CRtvEn6hCLQIffTbesFItAHk5gOm0Yi0ByMQbWMRyLQAqgGFnyH4tAXoO+9LYji0D18dB3dyeLQEnVdhM8K4tAg4k/ivoui0DXbOUlvzKLQG7b96h/NotABkoKLEA6i0D8cma7Aj6LQJPheD7DQYtAiQrVzYVFi0AgeedQRkmLQHRcjewKTYtArhBWY8lQi0BFf2jmiVSLQDuoxHVMWItA0xbX+Axci0DIPzOIz1+LQGCuRQuQY4tAmWIOgk5ni0CPi2oREWuLQCf6fJTRbotAHCPZI5Ryi0BW16GaUnaLQO1FtB0TeotA424QrdV9i0AcI9kjlIGLQFbXoZpShYtAqrpHNheJi0DjbhCt1YyLQBwj2SOUkItAEkw1s1aUi0BLAP4pFZiLQIW0xqDTm4tAe90iMJafi0C0keumVKOLQO1FtB0Tp4tAJ/p8lNGqi0AcI9kjlK6LQFbXoZpSsotAj4tqERG2i0DIPzOIz7mLQL5ojxeSvYtAmWIOgk7Bi0DTFtf4DMWLQAzLn2/LyItAAvT7/o3Mi0Dd7XppStCLQBaiQ+AI1ItAUFYMV8fXi0DnxB7ah9uLQCB551BG34tAWi2wxwTji0A1Jy8yweaLQG7b96h/6otASdV2Ezzui0A//tKi/vGLQBr4UQ279YtAVKwahHn5i0AvppnuNf2LQGhaYmX0AIxAQ1Thz7AEjEDbwvNScQiMQBR3vMkvDIxA73A7NOwPjEDKarqeqBOMQAQfgxVnF4xA3xgCgCMbjEC6EoHq3x6MQJUMAFWcIoxAcAZ/v1gmjEBmL9tOGyqMQEEpWrnXLYxAHCPZI5QxjED4HFiOUDWMQNMW1/gMOYxArhBWY8k8jECJCtXNhUCMQGQEVDhCRIxAP/7Sov5HjEAa+FENu0uMQPXx0Hd3T4xA0etP4jNTjEBOK4VA7laMQCklBKuqWoxABB+DFWdejEDfGAKAI2KMQLoSgerfZYxAN1K2SJppjEASTDWzVm2MQO1FtB0TcYxAaoXpe810jEBFf2jmiXiMQCB551BGfIxAnbgcrwCAjEB5spsZvYOMQPXx0Hd3h4xA0etP4jOLjEBOK4VA7o6MQCklBKuqkoxA6e+l8GCWjEDE6SRbHZqMQEEpWrnXnYxAvmiPF5KhjECZYg6CTqWMQBaiQ+AIqYxAk+F4PsOsjEBu2/eof7CMQOsaLQc6tIxArOXOTPC3jEApJQSrqruMQAQfgxVnv4xAgV64cyHDjED+ne3R28aMQHvdIjCWyoxA+BxYjlDOjEC45/nTBtKMQDUnLzLB1YxAsmZkkHvZjEAvppnuNd2MQKzlzkzw4IxAbLBwkqbkjEDp76XwYOiMQGYv204b7IxA424QrdXvjEBgrkULkPOMQMK+nURE94xAP/7Sov76jEC8PQgBuf6MQDl9PV9zAo1A+kffpCkGjUAYzcr24QmNQJUMAFWcDY1AtJHrplQRjUB0XI3sChWNQPGbwkrFGI1AECGunH0cjUDR60/iMyCNQO9wOzTsI41AbLBwkqYnjUDPwMjLWiuNQEsA/ikVL41AaoXpe80yjUArUIvBgzaNQEnVdhM8Oo1AaFpiZfQ9jUApJQSrqkGNQEeq7/xiRY1AZi/bThtJjUAn+nyU0UyNQEV/aOaJUI1AZARUOEJUjUDGFKxx9leNQENU4c+wW41ApmQ5CWVfjUDE6SRbHWONQONuEK3VZo1ARX9o5olqjUBkBFQ4Qm6NQMYUrHH2cY1A5ZmXw651jUBHqu/8YnmNQGYv204bfY1AhbTGoNOAjUDnxB7ah4SNQAZKCixAiI1AaFpiZfSLjUCH3023rI+NQIs1XORek41AqrpHNheXjUAMy59vy5qNQCtQi8GDno1AL6aZ7jWijUBOK4VA7qWNQLA73XmiqY1AcAZ/v1itjUDTFtf4DLGNQPGbwkrFtI1A9fHQd3e4jUAUd7zJL7yNQBjNyvbhv41AN1K2SJrDjUA7qMR1TMeNQJ24HK8Ay41AXoO+9LbOjUDAkxYua9KNQIFeuHMh1o1AhbTGoNPZjUDnxB7ah92NQKiPwB8+4Y1ArOXOTPDkjUDKarqeqOiNQM/AyMta7I1A0xbX+AzwjUCT4Xg+w/ONQPXx0Hd3941AtrxyvS37jUC6EoHq3/6NQL5ojxeSAo5AfzMxXUgGjkCDiT+K+gmOQIffTbesDY5AR6rv/GIRjkBLAP4pFRWOQFBWDFfHGI5AVKwahHkcjkAUd7zJLyCOQBjNyvbhI45AHCPZI5QnjkB/MzFdSCuOQIOJP4r6Lo5Ah99Nt6wyjkCLNVzkXjaOQEsA/ikVOo5A8ZvCSsU9jkD18dB3d0GOQPpH36QpRY5AXFg33t1IjkBgrkULkEyOQGQEVDhCUI5ACqAYWfJTjkDKarqeqFeOQHAGf79YW45AdFyN7ApfjkAa+FENu2KOQB5OYDptZo5AgV64cyFqjkCFtMag022OQCtQi8GDcY5A0etP4jN1jkDVQV4P5niOQHvdIjCWfI5A3e16aUqAjkDhQ4mW/IOOQIffTbesh45ALXsS2FyLjkAx0SAFD4+OQNds5SW/ko5AfQiqRm+WjkAjpG5nH5qOQMg/M4jPnY5AK1CLwYOhjkDR60/iM6WOQHeHFAPkqI5AHCPZI5SsjkDCvp1ERLCOQGhaYmX0s45ADvYmhqS3jkC0keumVLuOQFotsMcEv45AAMl06LTCjkCmZDkJZcaOQEsA/ikVyo5Ak+F4PsPNjkA5fT1fc9GOQN8YAoAj1Y5AhbTGoNPYjkArUIvBg9yOQHIxBtYx4I5AGM3K9uHjjkBgrkULkOeOQAZKCixA645ArOXOTPDujkDzxklhnvKOQJliDoJO9o5A4UOJlvz5jkCH3023rP2OQM/AyMtaAY9AdFyN7AoFj0C8PQgBuQiPQGLZzCFpDI9AqrpHNhcQj0Dxm8JKxROPQNvC81JxF49AI6RuZx8bj0Bqhel7zR6PQBAhrpx9Io9AWAIpsSsmj0Cf46PF2SmPQOfEHtqHLY9AL6aZ7jUxj0DVQV4P5jSPQGCuRQuQOI9AqI/AHz48j0DvcDs07D+PQPPGSWGeQ49AO6jEdUxHj0CDiT+K+kqPQMpqup6oTo9AEkw1s1ZSj0BaLbDHBFaPQKIOK9yyWY9A6e+l8GBdj0CDiT+K+mCPQMpqup6oZI9AEkw1s1Zoj0BaLbDHBGyPQKIOK9yyb49A6e+l8GBzj0Ax0SAFD3ePQHmymxm9eo9AwJMWLmt+j0AIdZFCGYKPQFBWDFfHhY9AlzeHa3WJj0Ax0SAFD42PQHmymxm9kI9AwJMWLmuUj0AIdZFCGZiPQFBWDFfHm49AlzeHa3Wfj0DfGAKAI6OPQCf6fJTRpo9Abtv3qH+qj0C2vHK9La6PQFBWDFfHsY9AlzeHa3W1j0DfGAKAI7mPQCf6fJTRvI9Abtv3qH/Aj0C2vHK9LcSPQFBWDFfHx49AlzeHa3XLj0DfGAKAI8+PQCf6fJTR0o9Abtv3qH/Wj0C2vHK9LdqPQP6d7dHb3Y9AlzeHa3Xhj0DfGAKAI+WPQCf6fJTR6I9Abtv3qH/sj0AIdZFCGfCPQFBWDFfH849AlzeHa3X3j0DfGAKAI/uPQCf6fJTR/o9At+171D8BkECEukihDAOQQCgrhqvjBJBAzJvDtboGkEBvDAHAkQiQQBN9PspoCpBA4EkLlzUMkECEukihDA6QQCgrhqvjD5BAzJvDtboRkECYaJCChxOQQDzZzYxeFZBA4EkLlzUXkECtFthjAhmQQFGHFW7ZGpBA9fdSeLAckECYaJCChx6QQGU1XU9UIJBACaaaWSsikECtFthjAiSQQFGHFW7ZJZBAHlTiOqYnkEDBxB9FfSmQQGU1XU9UK5BAMgIqHCEtkEDWcmcm+C6QQHrjpDDPMJBAHlTiOqYykEDqIK8HczSQQI6R7BFKNpBAMgIqHCE4kED/zvbo7TmQQKM/NPPEO5BAR7Bx/Zs9kEATfT7KaD+QQLfte9Q/QZBAW1653hZDkEAoK4ar40SQQMybw7W6RpBAbwwBwJFIkEA82c2MXkqQQOBJC5c1TJBAhLpIoQxOkEBRhxVu2U+QQPX3UniwUZBAmGiQgodTkEBlNV1PVFWQQAmmmlkrV5BA1nJnJvhYkEB646Qwz1qQQB5U4jqmXJBA6iCvB3NekECOkewRSmCQQFteud4WYpBA/8726O1jkECjPzTzxGWQQG8MAcCRZ5BA",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 0",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 1",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 2",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 3",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 4",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 5",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 6",
"type": "scatter",
"x": {
"bdata": "hhxbzxDsYkD3WWWmtPxiQO+tSExQDWNAX+tSI/QdY0DQKF36ly5jQEFmZ9E7P2NAOLpKd9dPY0Cp91ROe2BjQBo1XyUfcWNAEolCy7qBY0CCxkyiXpJjQIhH4uXpomNA+YTsvI2zY0Dx2M9iKcRjQGEW2jnN1GNAWWq932jlY0BRvqCFBPZjQML7qlyoBmRAuU+OAkQXZECxo3Go3ydkQDAOLh1zOGRAKGIRww5JZEAgtvRoqllkQBgK2A5GamRAD167tOF6ZECAm8WLhYtkQHjvqDEhnGRAfnA+daysZEB2xCEbSL1kQG4YBcHjzWRAZmzoZn/eZEBdwMsMG+9kQFUUr7K2/2RA4qsdxTkQZUDa/wBr1SBlQNJT5BBxMWVAyqfHtgxCZUDC+6pcqFJlQE+TGW8rY2VAR+f8FMdzZUA/O+C6YoRlQL6lnC/2lGVAxCYyc4GlZUBDke7nFLZlQDvl0Y2wxmVAMjm1M0zXZUDA0CNGz+dlQLckB+xq+GVANo/DYP4IZkC1+X/VkRlmQLx6FRkdKmZAO+XRjbA6ZkC5T44CREtmQMDQI0bPW2ZAPzvgumJsZkC+pZwv9nxmQEs9C0J5jWZAQ5Hu5xSeZkDC+6pcqK5mQE+TGW8rv2ZAzv3V477PZkBNaJJYUuBmQNr/AGvV8GZAWWq932gBZ0DY1HlU/BFnQGZs6GZ/ImdA5Nak2xIzZ0BjQWFQpkNnQHjvqDEhVGdA91llprRkZ0CE8dO4N3VnQANckC3LhWdAgsZMol6WZ0CXdJSD2aZnQBbfUPhst2dAo3a/CvDHZ0Cp91ROe9hnQChiEcMO6WdAPRBZpIn5Z0C8ehUZHQpoQNAoXfqXGmhAT5MZbysraEBjQWFQpjtoQOKrHcU5TGhA6SyzCMVcaED92vrpP21oQHxFt17TfWhAkfP+P06OaECXdJSD2Z5oQKsi3GRUr2hAKo2Y2ee/aEA/O+C6YtBoQEW8df7t4GhAWWq932jxaEBf61Ij9AFpQHSZmgRvEmlAehowSPoiaUCOyHcpdTNpQJVJDW0ARGlAqfdUTntUaUC+pZwv9mRpQMQmMnOBdWlA2NR5VPyFaUDeVQ+Yh5ZpQHoaMEj6pmlAgJvFi4W3aUCVSQ1tAMhpQKn3VE572GlANo/DYP7oaUBLPQtCeflpQFG+oIUECmpA7YLBNXcaakABMQkX8ipqQI7Idyl1O2pAo3a/CvBLakAwDi4dc1xqQEW8df7tbGpA4ICWrmB9akDnASzy641qQILGTKJenmpAHottUtGuakAkDAOWXL9qQMDQI0bPz2pAW5VE9kHgakDpLLMIxfBqQITx07g3AWtAmZ8bmrIRa0AmN4qsNSJrQML7qlyoMmtAXcDLDBtDa0DrVzofnlNrQIYcW88QZGtAIuF7f4N0a0CveOqRBoVrQEs9C0J5lWtA5wEs8uula0AJ3SVxVrZrQJd0lIPZxmtAMjm1M0zXa0DO/dXjvudrQGrC9pMx+GtAfnA+dawIbEAaNV8lHxlsQLX5f9WRKWxA2NR5VPw5bEBmbOhmf0psQAExCRfyWmxAJAwDllxrbEDA0CNGz3tsQOKrHcU5jGxAcEOM17ycbECTHoZWJ61sQLX5f9WRvWxAUb6ghQTObEB0mZoEb95sQJd0lIPZ7mxAJAwDllz/bEBH5/wUxw9tQGrC9pMxIG1AjJ3wEpwwbUCveOqRBkFtQEs9C0J5UW1AbhgFweNhbUCCxkyiXnJtQKWhRiHJgm1AyHxAoDOTbUDrVzofnqNtQA0zNJ4ItG1AMA4uHXPEbUBT6Sec3dRtQHbEIRtI5W1AILb0aKr1bUA0ZDxKJQZuQFc/NsmPFm5AehowSPombkCd9SnHZDduQEfn/BTHR25AasL2kzFYbkCMnfASnGhuQDaPw2D+eG5AWWq932iJbkADXJAty5luQCY3iqw1qm5A0Chd+pe6bkDzA1d5AstuQJ31Kcdk225AwNAjRs/rbkBqwvaTMfxuQBS0yeGTDG9ANo/DYP4cb0DggJauYC1vQIpyafzCPW9ArU1jey1Ob0BXPzbJj15vQAExCRfybm9AqyLcZFR/b0BVFK+yto9vQP8FggAZoG9AqfdUTnuwb0BT6Sec3cBvQHbEIRtI0W9Atfl/1ZHhb0Bf61Ij9PFvQIXukjgrAXBAWmd8X1wJcEAv4GWGjRFwQARZT62+GXBA2dE41O8hcECuSiL7ICpwQMZOeAlOMnBAm8dhMH86cED3ViQmqEJwQBBbejTVSnBA5dNjWwZTcEC6TE2CN1twQNNQo5BkY3BAp8mMt5VrcEDAzeLFwnNwQBxdpbvre3BANWH7yRiEcEAK2uTwSYxwQCLeOv92lHBAO+KQDaSccEAQW3o01aRwQLB1qRH6rHBAyHn/Hye1cECd8uhGWL1wQLb2PlWFxXBAVhFuMqrNcEBuFcRA19VwQIcZGk8E3nBAXJIDdjXmcEB0llmEYu5wQBSxiGGH9nBALbXeb7T+cEBFuTR+4QZxQF69iowOD3FA/te5aTMXcUAW3A94YB9xQC/gZYaNJ3FAEoYBS64vcUArildZ2zdxQEOOrWcIQHFAXJIDdjVIcUD7rDJTWlBxQFg89UiDWHFAcEBLV7BgcUAQW3o01WhxQGzqPCr+cHFAhe6SOCt5cUBolC79S4FxQIGYhAt5iXFAmZzaGaaRcUB8QnbexplxQJVGzOzzoXFA8dWO4hyqcUDVeyqnPbJxQO1/gLVqunFA0CUceovCcUAttd5vtMpxQEW5NH7h0nFAKV/QQgLbcUCF7pI4K+NxQGiULv1L63FAgZiEC3nzcUDdJ0cBovtxQMDN4sXCA3JAHF2lu+sLckAAA0GADBRyQFySA3Y1HHJAPzifOlYkckCbx2EwfyxyQPdWJCaoNHJA2/y/6sg8ckA3jILg8URyQBoyHqUSTXJAukxNgjdVckCd8uhGWF1yQPmBqzyBZXJA3SdHAaJtckA5twn3ynVyQGDoEaPnfXJAvHfUmBCGckCfHXBdMY5yQD84nzpWlnJAIt46/3aeckDC+Gncm6ZyQKWeBaG8rnJARbk0fuG2ckApX9BCAr9yQMh5/x8nx3JArB+b5EfPckDTUKOQZNdyQHJr0m2J33JAVhFuMqrnckD1K50Pz+9yQBxdpbvr93JAeOxnsRQAc0CfHXBdMQhzQMZOeAlOEHNAZmmn5nIYc0CNmq+SjyBzQLTLtz6sKHNAVObmG9Ewc0B6F+/H7ThzQBoyHqUSQXNAQWMmUS9Jc0BolC79S1FzQAivXdpwWXNAL+Blho1hc0BWEW4yqmlzQPUrnQ/PcXNAHF2lu+t5c0CHGRpPBIJzQCY0SSwpinNATWVR2EWSc0B0llmEYppzQFg89UiDonNAf2399J+qc0ClngWhvLJzQIlEoWXdunNAsHWpEfrCc0AaMh6lEstzQEFjJlEv03NAJAnCFVDbc0BLOsrBbONzQLb2PlWF63NAILOz6J3zc0DAzeLFwvtzQCuKV1nbA3RAlUbM7PMLdEC8d9SYEBR0QJ8dcF0xHHRACtrk8EkkdEB0llmEYix0QJvHYTB/NHRABoTWw5c8dEDpKXKIuER0QFTm5hvRTHRAvqJbr+lUdEApX9BCAl10QJMbRdYaZXRAdsHgmjttdEDhfVUuVHV0QEs6ysFsfXRAtvY+VYWFdEBkPiDQmY10QM76lGOylXRAObcJ98qddEAcXaW766V0QIcZGk8ErnRANWH7yRi2dECfHXBdMb50QAra5PBJxnRAuCHGa17OdEAi3jr/dtZ0QNAlHHqL3nRAO+KQDaTmdEAeiCzSxO50QMzPDU3Z9nRAN4yC4PH+dEDl02NbBgd1QJMbRdYaD3VA/te5aTMXdUCsH5vkRx91QFpnfF9cJ3VAxCPx8nQvdUBya9JtiTd1QCCzs+idP3VAzvqUY7JHdUA5twn3yk91QOf+6nHfV3VAlUbM7PNfdUBDjq1nCGh1QPHVjuIccHVAnx1wXTF4dUBNZVHYRYB1QPusMlNaiHVAqvQTzm6QdUBYPPVIg5h1QAaE1sOXoHVAtMu3PqyodUClngWhvLB1QFTm5hvRuHVAAi7IluXAdUCwdakR+sh1QF69iowO0XVAT5DY7h7ZdUCF7pI4K+F1QDM2dLM/6XVAJAnCFVDxdUDTUKOQZPl1QMQj8fJ0AXZAcmvSbYkJdkBkPiDQmRF2QBKGAUuuGXZABFlPrb4hdkCyoDAo0yl2QCuKV1nbMXZAHF2lu+s5dkDKpIY2AEJ2QLx31JgQSnZArkoi+yBSdkBckgN2NVp2QNV7Kqc9YnZAxk54CU5qdkC4IcZrXnJ2QKr0E85uenZAWDz1SIOCdkBJD0Ork4p2QML4adybknZAtMu3PqyadkClngWhvKJ2QJdxUwPNqnZAEFt6NNWydkBFuTR+4bp2QDeMguDxwnZAKV/QQgLLdkAaMh6lEtN2QJMbRdYa23ZAhe6SOCvjdkC6TE2CN+t2QKwfm+RH83ZAJAnCFVD7dkAW3A94YAN3QEs6ysFsC3dAxCPx8nQTd0D5gas8gRt3QOtU+Z6RI3dAILOz6J0rd0CZnNoZpjN3QM76lGOyO3dAwM3ixcJDd0B8Qnbexkt3QG4VxEDXU3dAo3N+iuNbd0Bg6BGj52N3QFG7XwX4a3dAhxkaTwR0d0BDjq1nCHx3QHjsZ7EUhHdA8dWO4hyMd0AmNEksKZR3QFySA3Y1nHdAGAeXjjmkd0BNZVHYRax3QIPDCyJStHdAPzifOla8d0B0llmEYsR3QDEL7ZxmzHdAZmmn5nLUd0Ai3jr/dtx3QFg89UiD5HdAjZqvko/sd0BJD0Ork/R3QML4adyb/HdAf2399J8EeEC0y7c+rAx4QHBAS1ewFHhA6SlyiLgceEClngWhvCR4QNv8v+rILHhA2/y/6sg0eEAQW3o01Tx4QBBbejTVRHhARbk0fuFMeEBFuTR+4VR4QHoX78ftXHhAehfvx+1keECwdakR+mx4QLB1qRH6dHhA5dNjWwZ9eEDl02NbBoV4QF69iowOjXhAXr2KjA6VeECTG0XWGp14QJMbRdYapXhAkxtF1hqteEAMBWwHI7V4QAwFbAcjvXhAQWMmUS/FeEBBYyZRL814QLpMTYI31XhAukxNgjfdeEC6TE2CN+V4QDM2dLM/7XhAMzZ0sz/1eECsH5vkR/14QO+qB8xDBXlA76oHzEMNeUBolC79SxV5QGiULv1LHXlAaJQu/UsleUDhfVUuVC15QCQJwhVQNXlAJAnCFVA9eUCd8uhGWEV5QOF9VS5UTXlA4X1VLlRVeUCd8uhGWF15QJ3y6EZYZXlAnfLoRlhteUBaZ3xfXHV5QFpnfF9cfXlAnfLoRliFeUDhfVUuVI15QFpnfF9clXlAnfLoRlideUDhfVUuVKV5QOF9VS5UrXlAnfLoRli1eUDhfVUuVL15QOF9VS5UxXlAJAnCFVDNeUDhfVUuVNV5QCQJwhVQ3XlAaJQu/UvleUCsH5vkR+15QO+qB8xD9XlArB+b5Ef9eUDvqgfMQwV6QDM2dLM/DXpAdsHgmjsVekC6TE2CNx16QHbB4Jo7JXpAukxNgjctekD+17lpMzV6QEFjJlEvPXpAyHn/HydFekAMBWwHI016QMh5/x8nVXpADAVsByNdekCTG0XWGmV6QNemsb0WbXpAGjIepRJ1ekChSPdzCn16QOXTY1sGhXpAbOo8Kv6MekCwdakR+pR6QLB1qRH6nHpA8wAW+fWkekB6F+/H7ax6QL6iW6/ptHpARbk0fuG8ekDMzw1N2cR6QBBbejTVzHpAl3FTA83UekAeiCzSxNx6QGITmbnA5HpA6SlyiLjsekBwQEtXsPR6QPdWJCao/HpAf2399J8Ee0AGhNbDlwx7QI2ar5KPFHtAFLGIYYcce0BYPPVIgyR7QCLeOv92LHtAqvQTzm40e0AxC+2cZjx7QLghxmteRHtAPzifOlZMe0DGTngJTlR7QE1lUdhFXHtA1Xsqpz1ke0CfHXBdMWx7QCY0SSwpdHtArkoi+yB8e0A1YfvJGIR7QAADQYAMjHtAhxkaTwSUe0CVRszs85t7QGDoEaPno3tA5/7qcd+re0CyoDAo07N7QDm3CffKu3tABFlPrb7De0CLbyh8tst7QFYRbjKq03tA3SdHAaLbe0Av4GWGjeN7QPmBqzyB63tAgZiEC3nze0BLOsrBbPt7QBbcD3hgA3xA4X1VLlQLfEDvqgfMQxN8QLpMTYI3G3xAhe6SOCsjfEBPkNjuHit8QBoyHqUSM3xAbOo8Kv46fEA3jILg8UJ8QAIuyJblSnxAzM8NTdlSfECXcVMDzVp8QOkpcoi4YnxAtMu3PqxqfEB/bf30n3J8QEkPQ6uTenxAm8dhMH+CfECq9BPObop8QHSWWYRiknxAPzifOlaafECR8L2/QaJ8QJ8dcF0xqnxAar+1EyWyfEA1YfvJGLp8QMqkhjYAwnxAlUbM7PPJfECjc36K49F8QPUrnQ/P2XxABFlPrb7hfEDO+pRjsul8QGQ+INCZ8XxAL+Blho35fEA9DRgkfQF9QNNQo5BkCX1AnfLoRlgRfUCsH5vkRxl9QEFjJlEvIX1ADAVsByMpfUChSPdzCjF9QLB1qRH6OH1AvqJbr+lAfUBU5uYb0Uh9QGITmbnAUH1ALbXeb7RYfUDC+Gncm2B9QNAlHHqLaH1AZmmn5nJwfUB0llmEYnh9QAra5PBJgH1AGAeXjjmIfUBqv7UTJZB9QAADQYAMmH1ADjDzHfyffUCjc36K46d9QLKgMCjTr31AR+S7lLq3fUCZnNoZpr99QC/gZYaNx31APQ0YJH3PfUAW3A94YNd9QCQJwhVQ331AukxNgjfnfUAMBWwHI+99QKFI93MK931A8wAW+fX+fUCJRKFl3QZ+QNv8v+rIDn5AcEBLV7AWfkDC+Gncmx5+QJvHYTB/Jn5AqvQTzm4ufkCDwwsiUjZ+QFySA3Y1Pn5Aar+1EyVGfkBDjq1nCE5+QJVGzOzzVX5AbhXEQNddfkAEWU+tvmV+QFYRbjKqbX5AL+Blho11fkCBmIQLeX1+QFpnfF9chX5AMzZ0sz+NfkCF7pI4K5V+QF69iowOnX5AsHWpEfqkfkCJRKFl3ax+QGITmbnAtH5AtMu3Pqy8fkCNmq+Sj8R+QKr0E85uzH5A+6wyU1rUfkDVeyqnPdx+QK5KIvsg5H5AyqSGNgDsfkAcXaW76/N+QPUrnQ/P+35AEoYBS64Df0BkPiDQmQt/QD0NGCR9E39AWmd8X1wbf0AzNnSzPyN/QMh5/x8nK39AoUj3cwozf0C+oluv6Tp/QBBbejTVQn9ALbXeb7RKf0BJD0Ork1J/QCLeOv92Wn9APzifOlZif0DVeyqnPWp/QK5KIvsgcn9AyqSGNgB6f0Dn/upx34F/QARZT62+iX9AmZzaGaaRf0Bya9JtiZl/QI/FNqlooX9ArB+b5Eepf0DIef8fJ7F/QF69iowOuX9Aehfvx+3Af0CXcVMDzch/QLTLtz6s0H9A0CUceovYf0AxC+2cZuB/QE1lUdhF6H9Aar+1EyXwf0AAA0GADPh/QBxdpbvr/39AnNuEe+UDgEBNTu0M0weAQFt7n6rCC4BAaahRSLIPgEAZG7rZnxOAQChIbHePF4BA2LrUCH0bgEDm54ambB+AQPUUOURcI4BAYfw07k0ngEBvKeeLPSuAQCCcTx0rL4BALskBuxozgEDeO2pMCDeAQI6u0t31OoBAnNuEe+U+gEBNTu0M00KAQP3AVZ7ARoBAC+4HPLBKgEC7YHDNnU6AQGvT2F6LUoBAG0ZB8HhWgEDMuKmBZlqAQNrlWx9WXoBAiljEsENigEA6yyxCMWaAQOo9ldMeaoBA3jtqTAhugECOrtLd9XGAQD4hO2/jdYBA7pOjANF5gECeBgySvn2AQE95dCOsgYBAoTGTqJeFgEBRpPs5hYmAQAEXZMtyjYBAsYnMXGCRgEBh/DTuTZWAQLO0U3M5mYBAp7Io7CKdgEBXJZF9EKGAQKndrwL8pIBAWVAYlOmogEAJw4Al16yAQFt7n6rCsIBAC+4HPLC0gEChMZOol7iAQFGk+zmFvIBAo1wav3DAgEBTz4JQXsSAQKWHodVJyIBAVfoJZzfMgEDqPZXTHtCAQDz2s1gK1IBA7Ggc6vfXgEA+ITtv49uAQJDZWfTO34BAJh3lYLbjgEDWj03yo+eAQChIbHeP64BAegCL/HrvgEAPRBZpYvOAQGH8NO5N94BAs7RTczn7gEAFbXL4JP+AQJqw/WQMA4FA7Ggc6vcGgUA+ITtv4wqBQJDZWfTODoFAJh3lYLYSgUB41QPmoRaBQMqNImuNGoFAX9Gt13QegUCxicxcYCKBQANC6+FLJoFAOsssQjEqgUCMg0vHHC6BQN47akwIMoFAFcWrrO01gUBnfcox2TmBQLk16bbEPYFA8L4qF6pBgUBCd0mclUWBQDZ1HhV/SYFAzLipgWZNgUC/tn76T1GBQFX6CWc3VYFASPje3yBZgUCasP1kDF2BQNI5P8XxYIFAJPJdSt1kgUBbe5+qwmiBQE95dCOsbIFAoTGTqJdwgUDYutQIfXSBQMy4qYFmeIFAA0Lr4Ut8gUD3P8BaNYCBQIyDS8cchIFAgIEgQAaIgUC3CmKg64uBQKsINxnVj4FA4pF4ebqTgUDWj03yo5eBQA0Zj1KJm4FAARdky3KfgUA4oKUrWKOBQCyeeqRBp4FAYye8BCergUBXJZF9EK+BQDD0iNHzsoFAJPJdSt22gUBbe5+qwrqBQE95dCOsvoFAKEhsd4/CgUAbRkHweMaBQFPPglBeyoFARs1XyUfOgUAgnE8dK9KBQFclkX0Q1oFA7Ggc6vfZgUAk8l1K3d2BQLk16bbE4YFA8L4qF6rlgUDKjSJrjemBQL2L9+N27YFAllrvN1rxgUCKWMSwQ/WBQGMnvAQn+YFAPPazWAr9gUAw9IjR8wCCQAnDgCXXBIJA4pF4eboIgkB41QPmoQyCQK9eRUaHEIJAiC09mmoUgkAdccgGUhiCQPc/wFo1HIJAPBIvT2cggkCOyk3UUiSCQPuxSX5EKIJACd/7GzQsgkAXDK65IzCCQGnEzD4PNIJAePF+3P43gkCGHjF67juCQJRL4xfeP4JA5gMCnclDgkD1MLQ6uUeCQKWjHMymS4JAs9DOaZZPgkAFie3ugVOCQBO2n4xxV4JAIuNRKmFbgkAV4SajSl+CQCQO2UA6Y4JAMjuL3ilngkAmOWBXE2uCQDRmEvUCb4JAQpPEkvJygkA2kZkL3HaCQES+S6nLeoJA9TC0Orl+gkBH6dK/pIKCQPdbO1GShoJABYnt7oGKgkD5hsJna46CQAe0dAVbkoJAtybdlkiWgkCrJLIPMpqCQLlRZK0hnoJArU85JguigkBdwqG3+KWCQA01CknmqYJAX+0oztGtgkAPYJFfv7GCQANeZtiotYJAs9DOaZa5gkCnzqPif72CQFdBDHRtwYJAB7R0BVvFgkD7sUl+RMmCQKsksg8yzYJAnyKHiBvRgkBPle8ZCdWCQEKTxJLy2IJA8wUtJODcgkDmAwKdyeCCQJZ2ai635IJALLr1mp7ogkDcLF4sjOyCQNAqM6V18IJAgJ2bNmP0gkAV4SajSviCQMVTjzQ4/IJAuVFkrSEAg0ALCoMyDQSDQP8HWKv2B4NAr3rAPOQLg0BEvkupyw+DQDi8ICK1E4NAinQ/p6AXg0B+chQgihuDQNAqM6V1H4NAZW6+EV0jg0AV4SajSieDQKsksg8yK4NAQGg9fBkvg0Dw2qUNBzODQIYeMXruNoNA2NZP/9k6g0DM1CR4wz6DQGEYsOSqQoNAs9DOaZZGg0BJFFrWfUqDQJrMeFtpToNAMBAEyFBSg0DFU480OFaDQBcMrrkjWoNArU85Jgteg0BCk8SS8mGDQJRL4xfeZYNAKo9uhMVpg0C/0vnwrG2DQBGLGHaYcYNAp86j4n91g0A8Ei9PZ3mDQI7KTdRSfYNAxVOPNDiBg0BblxqhH4WDQPDapQ0HiYNAQpPEkvKMg0B6HAbz15CDQA9gkV+/lINAYRiw5KqYg0CYofFEkJyDQC7lfLF3oINAZW6+EV2kg0C3Jt2WSKiDQO6vHvctrINAhPOpYxWwg0C7fOvD+rODQA01Cknmt4NARL5Lqcu7g0B8R40Jsb+DQBGLGHaYw4NASRRa1n3Hg0A8Ei9PZ8uDQHSbcK9Mz4NACd/7GzTTg0BAaD18GdeDQHjxftz+2oNAa+9TVejeg0CjeJW1zeKDQNoB1xWz5oNAb0Vigprqg0CnzqPif+6DQN5X5UJl8oNAFeEmo0r2g0AJ3/sbNPqDQOKt828X/oNAGTc10PwBhEBRwHYw4gWEQIhJuJDHCYRAv9L58KwNhED3WztRkhGEQC7lfLF3FYRAB7R0BVsZhED7sUl+RB2EQDI7i94pIYRACwqDMg0lhEBCk8SS8iiEQHocBvPXLIRAU+v9RrswhECKdD+noDSEQGNDN/uDOIRAmsx4W2k8hEB0m3CvTECEQKsksg8yRIRAhPOpYxVIhEC7fOvD+kuEQJRL4xfeT4RAzNQkeMNThECloxzMpleEQH5yFCCKW4RAV0EMdG1fhECOyk3UUmOEQGeZRSg2Z4RAQGg9fBlrhEAZNzXQ/G6EQPMFLSTgcoRAKo9uhMV2hEADXmbYqHqEQNwsXiyMfoRAtftVgG+ChECOyk3UUoaEQGeZRSg2ioRAQGg9fBmOhEAZNzXQ/JGEQPMFLSTglYRAD2CRX7+ZhECKdD+noJ2EQGNDN/uDoYRAPBIvT2elhEAV4SajSqmEQO6vHvctrYRAacTMPg+xhEBCk8SS8rSEQBtivObVuIRA2gHXFbO8hECz0M5plsCEQIyfxr15xIRAB7R0BVvIhEDggmxZPsyEQFuXGqEf0IRANGYS9QLUhEDzBS0k4NeEQMzUJHjD24RAR+nSv6TfhEAguMoTiOOEQJrMeFtp54RAWWyTikbrhEAyO4veKe+EQK1POSYL84RAKGTnbez2hECjeJW1zfqEQL/S+fCs/oRAOuenOI4ChUC1+1WAbwaFQDAQBMhQCoVA7q8e9y0OhUBpxMw+DxKFQOTYeobwFYVAX+0oztEZhUAejUP9rh2FQJih8USQIYVAE7afjHElhUCOyk3UUimFQE1qaAMwLYVAyH4WSxExhUBCk8SS8jSFQAEz38HPOIVAfEeNCbE8hUCYofFEkECFQFdBDHRtRIVA0lW6u05IhUBNamgDMEyFQK1POSYLUIVAKGTnbexThUCjeJW1zVeFQANeZtioW4VAfnIUIIpfhUCazHhbaWOFQFlsk4pGZ4VAdsb3xSVrhUDw2qUNB2+FQFHAdjDicoVAzNQkeMN2hUAsuvWannqFQEkUWtZ9foVAwygIHl+ChUAkDtlAOoaFQEBoPXwZioVAoU0On/SNhUAbYrzm1ZGFQHxHjQmxlYVAmKHxRJCZhUC1+1WAb52FQBXhJqNKoYVAMjuL3imlhUDw2qUNB6mFQA01CknmrIVAbRrba8GwhUCKdD+noLSFQOpZEMp7uIVAB7R0BVu8hUAJ3/sbNMCFQCY5YFcTxIVAhh4xeu7HhUCjeJW1zcuFQANeZtioz4VAILjKE4jThUCAnZs2Y9eFQD49tmVA24VAnyKHiBvfhUC7fOvD+uKFQL2nctrT5oVAHo1D/a7qhUA656c4ju6FQDwSL09n8oVAWWyTikb2hUBblxqhH/qFQHjxftz+/YVAehwG89cBhkDaAdcVswWGQJih8USQCYZA+YbCZ2sNhkC3Jt2WSBGGQLlRZK0hFYZAGTc10PwYhkDY1k//2RyGQNoB1xWzIIZAOuenOI4khkD5hsJnayiGQPuxSX5ELIZA/dzQlB0whkC7fOvD+jOGQL2nctrTN4ZAfEeNCbE7hkDcLF4sjD+GQN5X5UJlQ4ZA4IJsWT5HhkCfIoeIG0uGQKFNDp/0ToZAo3iVtc1ShkBhGLDkqlaGQAWJ7e6BWoZAB7R0BVtehkDFU480OGKGQMh+FksRZoZAyqmdYepphkBtGttrwW2GQCy69ZqecYZALuV8sXd1hkAwEATIUHmGQNSAQdInfYZAkiBcAQWBhkCUS+MX3oSGQDi8ICK1iIZAOuenOI6MhkDeV+VCZZCGQJ33/3FClIZAQGg9fBmYhkBCk8SS8puGQOYDAp3Jn4ZA6C6Js6KjhkBJFFrWfaeGQOyEl+BUq4ZA7q8e9y2vhkCSIFwBBbOGQDaRmQvctoZA2gHXFbO6hkDcLF4sjL6GQDwSL09nwoZA4IJsWT7GhkCE86ljFcqGQChk523szYZAKo9uhMXRhkDO/6uOnNWGQHJw6Zhz2YZAFeEmo0rdhkB2xvfFJeGGQBk3NdD85IZAvady2tPohkBhGLDkquyGQKfOo+J/8IZASz/h7Fb0hkDurx73LfiGQJIgXAEF/IZANpGZC9z/hkDaAdcVswOHQCC4yhOIB4dAwygIHl8Lh0BnmUUoNg+HQK1POSYLE4dAUcB2MOIWh0D1MLQ6uRqHQDrnpziOHodA3lflQmUih0AkDtlAOiaHQMh+FksRKodADTUKSeYth0CxpUdTvTGHQPdbO1GSNYdAmsx4W2k5h0DggmxZPj2HQCY5YFcTQYdAyqmdYepEh0APYJFfv0iHQFUWhV2UTIdA+YbCZ2tQh0A+PbZlQFSHQITzqWMVWIdAyqmdYepbh0APYJFfv1+HQPdbO1GSY4dAPBIvT2dnh0CCyCJNPGuHQMh+FksRb4dADTUKSeZyh0BT6/1Gu3aHQJih8USQeodA3lflQmV+h0AkDtlAOoKHQK1POSYLhodA8wUtJOCJh0DaAdcVs42HQCC4yhOIkYdAZW6+EV2Vh0CrJLIPMpmHQDRmEvUCnYdAG2K85tWgh0BhGLDkqqSHQKfOo+J/qIdAjspN1FKsh0AXDK65I7CHQF3Cobf4s4dARL5Lqcu3h0CKdD+noLuHQHJw6Zhzv4dA+7FJfkTDh0DirfNvF8eHQChk523syodAD2CRX7/Oh0CYofFEkNKHQICdmzZj1odAZ5lFKDbah0CtTzkmC96HQNjWT//Z4YdAv9L58Kzlh0CnzqPif+mHQDAQBMhQ7YdAFwyuuSPxh0D/B1ir9vSHQOYDAp3J+IdAEYsYdpj8h0D5hsJnawCIQOCCbFk+BIhAacTMPg8IiEBRwHYw4guIQDi8ICK1D4hAY0M3+4MTiEDshJfgVBeIQNSAQdInG4hA/wdYq/YeiEDmAwKdySKIQBGLGHaYJohA+YbCZ2sqiEDggmxZPi6IQK1POSYLMohAlEvjF941iEC/0vnwrDmIQKfOo+J/PYhAMBAEyFBBiEBblxqhH0WIQEKTxJLySIhAD2CRX79MiED3WztRklCIQMMoCB5fVIhAqySyDzJYiEA0ZhL1AlyIQF/tKM7RX4hA6C6Js6JjiEATtp+McWeIQJ33/3FCa4hAacTMPg9viEBRwHYw4nKIQB6NQ/2udohAp86j4n96iEDSVbq7Tn6IQFuXGqEfgohAKGTnbeyFiECxpUdTvYmIQH5yFCCKjYhAZW6+EV2RiEAyO4veKZWIQLt868P6mIhAiEm4kMeciEBVFoVdlKCIQN5X5UJlpIhAqySyDzKoiEA0ZhL1AqyIQAEz38HPr4hAinQ/p6CziEBXQQx0bbeIQCQO2UA6u4hAT5XvGQm/iEAbYrzm1cKIQKWjHMymxohAcnDpmHPKiEA+PbZlQM6IQGnEzD4P0ohANpGZC9zViEC/0vnwrNmIQC7lfLF33YhA+7FJfkThiECE86ljFeWIQPMFLSTg6IhAv9L58KzsiEDqWRDKe/CIQLcm3ZZI9IhAJjlgVxP4iECvesA85PuIQB6NQ/2u/4hAjJ/GvXkDiUBZbJOKRgeJQITzqWMVC4lA8wUtJOAOiUC/0vnwrBKJQOpZEMp7FolAWWyTikYaiUDIfhZLER6JQJRL4xfeIYlAv9L58KwliUAu5XyxdymJQJ33/3FCLYlACwqDMg0xiUA2kZkL3DSJQKWjHMymOIlAE7afjHE8iUCCyCJNPECJQPDapQ0HRIlAG2K85tVHiUCKdD+noEuJQPmGwmdrT4lAZ5lFKDZTiUDWq8joAFeJQAEz38HPWolAEYsYdpheiUCAnZs2Y2KJQO6vHvctZolAXcKht/hpiUBtGttrwW2JQNwsXiyMcYlAB7R0BVt1iUAXDK65I3mJQIYeMXrufIlA9TC0OrmAiUAFie3ugYSJQHSbcK9MiIlAhPOpYxWMiUDzBS0k4I+JQANeZtiok4lA0CozpXWXiUA+PbZlQJuJQE+V7xkJn4lAvady2tOiiUDO/6uOnKaJQN5X5UJlqolATWpoAzCuiUBdwqG3+LGJQG0a22vBtYlAfnIUIIq5iUCOyk3UUr2JQP3c0JQdwYlADTUKSebEiUAejUP9rsiJQC7lfLF3zIlAPj22ZUDQiUBPle8ZCdSJQF/tKM7R14lAb0VigprbiUCAnZs2Y9+JQJD11Oor44lAoU0On/TmiUCxpUdTveqJQGNDN/uD7olAdJtwr0zyiUCE86ljFfaJQJRL4xfe+YlApaMczKb9iUBXQQx0bQGKQKsksg8yBYpAu3zrw/oIikBtGttrwQyKQH5yFCCKEIpAjspN1FIUikBAaD18GRiKQFHAdjDiG4pAA15m2KgfikATtp+McSOKQAnf+xs0J4pAGTc10PwqikDM1CR4wy6KQNwsXiyMMopAjspN1FI2ikBAaD18GTqKQFHAdjDiPYpAR+nSv6RBikD5hsJna0WKQAnf+xs0SYpAu3zrw/pMikBtGttrwVCKQGNDN/uDVIpAFeEmo0pYikAmOWBXE1yKQNjWT//ZX4pAinQ/p6BjikCAnZs2Y2eKQDI7i94pa4pA5Nh6hvBuikCWdmout3KKQIyfxr15dopAPj22ZUB6ikDw2qUNB36KQKN4lbXNgYpAmKHxRJCFikDshJfgVImKQJ8ih4gbjYpAlEvjF96QikBH6dK/pJSKQJrMeFtpmIpATWpoAzCcikBCk8SS8p+KQPUwtDq5o4pASRRa1n2nikA+PbZlQKuKQJIgXAEFr4pARL5LqcuyikA656c4jraKQI7KTdRSuopAQGg9fBm+ikDY1k//2cGKQIp0P6egxYpAIuNRKmHJikB2xvfFJc2KQChk523s0IpAv9L58KzUikATtp+McdiKQAnf+xs03IpAXcKht/jfikCxpUdTveOKQKfOo+J/54pA+7FJfkTrikCSIFwBBe+KQOYDAp3J8opAfnIUIIr2ikDSVbq7TvqKQCY5YFcT/opAvady2tMBi0BvRWKCmgWLQAe0dAVbCYtAW5caoR8Ni0DzBS0k4BCLQOguibOiFItAgJ2bNmMYi0DUgEHSJxyLQGvvU1XoH4tAv9L58Kwji0BXQQx0bSeLQKsksg8yK4tA5Nh6hvAui0A4vCAitTKLQNAqM6V1NotAZ5lFKDY6i0BdwqG3+D2LQPUwtDq5QYtA6lkQyntFi0CCyCJNPEmLQNaryOgATYtAD2CRX79Qi0CnzqPif1SLQJ33/3FCWItANGYS9QJci0Aqj26ExV+LQMH9gAeGY4tA+7FJfkRni0Dw2qUNB2uLQIhJuJDHbotAfnIUIIpyi0C3Jt2WSHaLQE+V7xkJeotARL5Lqct9i0B+chQgioGLQLcm3ZZIhYtACwqDMg2Ji0BEvkupy4yLQH5yFCCKkItAdJtwr0yUi0CtTzkmC5iLQOYDAp3Jm4tA3CxeLIyfi0AV4SajSqOLQE+V7xkJp4tAiEm4kMeqi0B+chQgiq6LQLcm3ZZIsotA8NqlDQe2i0Aqj26ExbmLQCC4yhOIvYtA+7FJfkTBi0A0ZhL1AsWLQG0a22vByItAY0M3+4PMi0A+PbZlQNCLQHjxftz+04tAsaVHU73Xi0BJFFrWfduLQILIIk0834tAu3zrw/rii0CWdmout+aLQNAqM6V16otAqySyDzLui0ChTQ6f9PGLQHxHjQmx9YtAtftVgG/5i0CQ9dTqK/2LQMqpnWHqAIxApaMczKYEjEA8Ei9PZwiMQHbG98UlDIxAUcB2MOIPjEAsuvWanhOMQGVuvhFdF4xAQGg9fBkbjEAbYrzm1R6MQPdbO1GSIoxA0lW6u04mjEDIfhZLESqMQKN4lbXNLYxAfnIUIIoxjEBZbJOKRjWMQDRmEvUCOYxAD2CRX788jEDqWRDKe0CMQMVTjzQ4RIxAoU0On/RHjEB8R40JsUuMQFdBDHRtT4xAMjuL3ilTjECvesA85FaMQIp0P6egWoxAZW6+EV1ejEBAaD18GWKMQBtivObVZYxAmKHxRJBpjEB0m3CvTG2MQE+V7xkJcYxAzNQkeMN0jECnzqPif3iMQILIIk08fIxA/wdYq/Z/jEDaAdcVs4OMQFdBDHRth4xAMjuL3imLjECvesA85I6MQIp0P6egkoxASz/h7FaWjEAmOWBXE5qMQKN4lbXNnYxAILjKE4ihjED7sUl+RKWMQHjxftz+qIxA9TC0OrmsjEDQKjOldbCMQE1qaAMwtIxADTUKSea3jECKdD+noLuMQGVuvhFdv4xA4q3zbxfDjEBf7SjO0caMQNwsXiyMyoxAWWyTikbOjEAZNzXQ/NGMQJZ2ai631YxAE7afjHHZjECQ9dTqK92MQA01Cknm4IxAzv+rjpzkjEBLP+HsVuiMQMh+FksR7IxARL5LqcvvjEDB/YAHhvOMQCQO2UA694xAoU0On/T6jEAejUP9rv6MQJrMeFtpAo1AW5caoR8GjUB6HAbz1wmNQPdbO1GSDY1AFeEmo0oRjUDWq8joABWNQFPr/Ua7GI1AcnDpmHMcjUAyO4veKSCNQFHAdjDiI41Azv+rjpwnjUAwEATIUCuNQK1POSYLL41AzNQkeMMyjUCMn8a9eTaNQKsksg8yOo1AyqmdYeo9jUCKdD+noEGNQKn5KvlYRY1AyH4WSxFJjUCISbiQx0yNQKfOo+J/UI1AxVOPNDhUjUAoZOdt7FeNQKWjHMymW41AB7R0BVtfjUAmOWBXE2ONQES+S6nLZo1Ap86j4n9qjUDFU480OG6NQChk523scY1AR+nSv6R1jUCp+Sr5WHmNQMh+FksRfY1A5gMCncmAjUBJFFrWfYSNQGeZRSg2iI1AyqmdYeqLjUDoLomzoo+NQOyEl+BUk41ACwqDMg2XjUBtGttrwZqNQIyfxr15no1AkPXU6iuijUCvesA85KWNQBGLGHaYqY1A0lW6u06tjUA0ZhL1ArGNQFPr/Ua7tI1AV0EMdG24jUB2xvfFJbyNQHocBvPXv41AmKHxRJDDjUCd9/9xQseNQP8HWKv2yo1Av9L58KzOjUAi41EqYdKNQOKt828X1o1A5gMCncnZjUBJFFrWfd2NQAnf+xs04Y1ADTUKSebkjUAsuvWanuiNQDAQBMhQ7I1ANGYS9QLwjUD1MLQ6ufONQFdBDHRt941AFwyuuSP7jUAbYrzm1f6NQCC4yhOIAo5A4IJsWT4GjkDk2HqG8AmOQOguibOiDY5Aqfkq+VgRjkCtTzkmCxWOQLGlR1O9GI5AtftVgG8cjkB2xvfFJSCOQHocBvPXI45AfnIUIIonjkDggmxZPiuOQOTYeobwLo5A6C6Js6IyjkDshJfgVDaOQK1POSYLOo5AU+v9Rrs9jkBXQQx0bUGOQFuXGqEfRY5Avady2tNIjkDB/YAHhkyOQMVTjzQ4UI5Aa+9TVehTjkAsuvWanleOQNJVurtOW45A1qvI6ABfjkB8R40JsWKOQICdmzZjZo5A4q3zbxdqjkDmAwKdyW2OQIyfxr15cY5AMjuL3il1jkA2kZkL3HiOQNwsXiyMfI5APj22ZUCAjkBCk8SS8oOOQOguibOih45AjspN1FKLjkCSIFwBBY+OQDi8ICK1ko5A3lflQmWWjkCE86ljFZqOQCqPboTFnY5AjJ/GvXmhjkAyO4veKaWOQNjWT//ZqI5AfnIUIIqsjkAkDtlAOrCOQMqpnWHqs45Ab0Vigpq3jkAV4SajSruOQLt868P6vo5AYRiw5KrCjkAHtHQFW8aOQK1POSYLyo5A9TC0OrnNjkCazHhbadGOQEBoPXwZ1Y5A5gMCncnYjkCMn8a9edyOQNSAQdIn4I5AehwG89fjjkDB/YAHhueOQGeZRSg2645ADTUKSebujkBVFoVdlPKOQPuxSX5E9o5AQpPEkvL5jkDoLomzov2OQDAQBMhQAY9A1qvI6AAFj0AejUP9rgiPQMMoCB5fDI9ACwqDMg0Qj0BT6/1GuxOPQDwSL09nF49AhPOpYxUbj0DM1CR4wx6PQHJw6ZhzIo9AuVFkrSEmj0ABM9/BzymPQEkUWtZ9LY9AkPXU6isxj0A2kZkL3DSPQMH9gAeGOI9ACd/7GzQ8j0BRwHYw4j+PQFUWhV2UQ49Anff/cUJHj0Dk2HqG8EqPQCy69ZqeTo9AdJtwr0xSj0C7fOvD+lWPQANeZtioWY9ASz/h7FZdj0Dk2HqG8GCPQCy69ZqeZI9AdJtwr0xoj0C7fOvD+muPQANeZtiob49ASz/h7FZzj0CSIFwBBXePQNoB1xWzeo9AIuNRKmF+j0BpxMw+D4KPQLGlR1O9hY9A+YbCZ2uJj0CSIFwBBY2PQNoB1xWzkI9AIuNRKmGUj0BpxMw+D5iPQLGlR1O9m49A+YbCZ2ufj0BAaD18GaOPQIhJuJDHpo9A0CozpXWqj0AXDK65I66PQLGlR1O9sY9A+YbCZ2u1j0BAaD18GbmPQIhJuJDHvI9A0CozpXXAj0AXDK65I8SPQLGlR1O9x49A+YbCZ2vLj0BAaD18Gc+PQIhJuJDH0o9A0CozpXXWj0AXDK65I9qPQF/tKM7R3Y9A+YbCZ2vhj0BAaD18GeWPQIhJuJDH6I9A0CozpXXsj0BpxMw+D/CPQLGlR1O9849A+YbCZ2v3j0BAaD18GfuPQIhJuJDH/o9AaJWZ0joBkEA1YmafBwOQQNjSo6neBJBAfEPhs7UGkEAgtB6+jAiQQMQkXMhjCpBAkfEolTAMkEA1YmafBw6QQNjSo6neD5BAfEPhs7URkEBJEK6AghOQQO2A64pZFZBAkfEolTAXkEBevvVh/RiQQAEvM2zUGpBApZ9wdqsckEBJEK6Agh6QQBbdek1PIJBAuk24VyYikEBevvVh/SOQQAEvM2zUJZBAzvv/OKEnkEBybD1DeCmQQBbdek1PK5BA46lHGhwtkECHGoUk8y6QQCqLwi7KMJBAzvv/OKEykECbyMwFbjSQQD85ChBFNpBA46lHGhw4kECwdhTn6DmQQFPnUfG/O5BA91eP+5Y9kEDEJFzIYz+QQGiVmdI6QZBADAbX3BFDkEDY0qOp3kSQQHxD4bO1RpBAILQevoxIkEDtgOuKWUqQQJHxKJUwTJBANWJmnwdOkEABLzNs1E+QQKWfcHarUZBASRCugIJTkEAW3XpNT1WQQLpNuFcmV5BAhxqFJPNYkEAqi8IuylqQQM77/zihXJBAm8jMBW5ekEA/OQoQRWCQQAwG19wRYpBAsHYU5+hjkEBT51Hxv2WQQCC0Hr6MZ5BA",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 7",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 8",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xzzx 9",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 0",
"type": "scatter",
"x": {
"bdata": "Xmiu00jyYkDOpbiq7AJjQMb5m1CIE2NANzemJywkY0CndLD+zzRjQBiyutVzRWNAEAaeew9WY0CBQ6hSs2ZjQPGAsilXd2NA6dSVz/KHY0BaEqCmlphjQGCTNeohqWNA0NA/wcW5Y0DIJCNnYcpjQDliLT4F22NAMbYQ5KDrY0AoCvSJPPxjQJlH/mDgDGRAkZvhBnwdZECJ78SsFy5kQAhagSGrPmRAAK5kx0ZPZED3AUht4l9kQO9VKxN+cGRA56kOuRmBZEBY5xiQvZFkQE87/DVZomRAVryReeSyZEBNEHUfgMNkQEVkWMUb1GRAPbg7a7fkZEA1DB8RU/VkQC1gArfuBWVAuvdwyXEWZUCyS1RvDSdlQKmfNxWpN2VAofMau0RIZUCZR/5g4FhlQCbfbHNjaWVAHjNQGf95ZUAWhzO/moplQJXx7zMum2VAm3KFd7mrZUAa3UHsTLxlQBIxJZLozGVACoUIOITdZUCXHHdKB+5lQI9wWvCi/mVADtsWZTYPZkCNRdPZyR9mQJPGaB1VMGZAEjElkuhAZkCRm+EGfFFmQJccd0oHYmZAFoczv5pyZkCV8e8zLoNmQCKJXkaxk2ZAGt1B7EykZkCZR/5g4LRmQCbfbHNjxWZApUkp6PbVZkAktOVciuZmQLJLVG8N92ZAMbYQ5KAHZ0CwIM1YNBhnQD24O2u3KGdAvCL430o5Z0A7jbRU3klnQE87/DVZWmdAzqW4quxqZ0BcPSe9b3tnQNun4zEDjGdAWhKgppacZ0BuwOeHEa1nQO0qpPykvWdAesISDyjOZ0CBQ6hSs95nQACuZMdG72dAFFysqMH/Z0CTxmgdVRBoQKd0sP7PIGhAJt9sc2MxaEA7jbRU3kFoQLr3cMlxUmhAwHgGDf1iaEDVJk7ud3NoQFORCmMLhGhAaD9SRIaUaEBuwOeHEaVoQINuL2mMtWhAAtnr3R/GaEAWhzO/mtZoQBwIyQIm52hAMbYQ5KD3aEA3N6YnLAhpQEvl7QinGGlAUWaDTDIpaUBmFMstrTlpQGyVYHE4SmlAgUOoUrNaaUCV8e8zLmtpQJtyhXe5e2lAsCDNWDSMaUC2oWKcv5xpQFFmg0wyrWlAWOcYkL29aUBslWBxOM5pQIFDqFKz3mlADtsWZTbvaUAiiV5Gsf9pQCgK9Ik8EGpAxM4UOq8gakDZfFwbKjFqQGYUyy2tQWpAesISDyhSakAIWoEhq2JqQBwIyQImc2pAuMzpspiDakC+TX/2I5RqQFoSoKaWpGpA9dbAVgm1akD7V1aalMVqQJccd0oH1mpAM+GX+nnmakDAeAYN/fZqQFw9J71vB2tAcOtunuoXa0D9gt2wbShrQJlH/mDgOGtANQwfEVNJa0DCo40j1llrQF5ortNIamtA+SzPg7t6a0CHxD2WPotrQCKJXkaxm2tAvk1/9iOsa0DhKHl1jrxrQG7A54cRzWtACoUIOITda0ClSSno9u1rQEEOSphp/mtAVryReeQObEDxgLIpVx9sQI1F09nJL2xAsCDNWDRAbEA9uDtrt1BsQNl8XBsqYWxA+1dWmpRxbECXHHdKB4JsQLr3cMlxkmxAR4/f2/SibEBqatlaX7NsQI1F09nJw2xAKAr0iTzUbEBL5e0Ip+RsQG7A54cR9WxA+1dWmpQFbUAeM1AZ/xVtQEEOSphpJm1AZOlDF9Q2bUCHxD2WPkdtQCKJXkaxV21ARWRYxRtobUBaEqCmlnhtQHztmSUBiW1An8iTpGuZbUDCo40j1qltQOV+h6JAum1ACFqBIavKbUArNXugFdttQE0QdR+A621A9wFIbeL7bUAMsI9OXQxuQC+Lic3HHG5AUWaDTDItbkB0QX3LnD1uQB4zUBn/TW5AQQ5KmGlebkBk6UMX1G5uQA7bFmU2f25AMbYQ5KCPbkDbp+MxA6BuQP2C3bBtsG5Ap3Sw/s/AbkDKT6p9OtFuQHRBfcuc4W5Alxx3SgfybkBBDkqYaQJvQOv/HObLEm9ADtsWZTYjb0C4zOmymDNvQGK+vAD7Q29AhZm2f2VUb0Avi4nNx2RvQNl8XBsqdW9Ag24vaYyFb0AtYAK37pVvQNdR1QRRpm9AgUOoUrO2b0ArNXugFcdvQE0QdR+A129AjUXT2cnnb0A3N6YnLPhvQHCUvDpHBHBARQ2mYXgMcEAaho+IqRRwQO/+eK/aHHBAxHdi1gslcECZ8Ev9PC1wQLL0oQtqNXBAh22LMps9cEDj/E0oxEVwQPwApDbxTXBA0XmNXSJWcECm8naEU15wQL72zJKAZnBAk2+2ubFucECscwzI3nZwQAgDz70Hf3BAIQclzDSHcED2fw7zZY9wQA6EZAGTl3BAJ4i6D8CfcED8AKQ28adwQJsb0xMWsHBAtB8pIkO4cECJmBJJdMBwQKKcaFehyHBAQbeXNMbQcEBau+1C89hwQHK/Q1Eg4XBARzgteFHpcEBgPIOGfvFwQABXsmOj+XBAGFsIctABcUAxX16A/QlxQEljtI4qEnFA6X3ja08acUACgjl6fCJxQBqGj4ipKnFA/isrTcoycUAWMIFb9zpxQC8012kkQ3FARzgteFFLcUDnUlxVdlNxQEPiHkufW3FAXOZ0WcxjcUD8AKQ28WtxQFiQZiwadHFAcJS8Okd8cUBUOlj/Z4RxQGw+rg2VjHFAhUIEHMKUcUBo6J/g4pxxQIHs9e4PpXFA3Xu45DitcUDAIVSpWbVxQNklqreGvXFAvMtFfKfFcUAYWwhy0M1xQDFfXoD91XFAFAX6RB7ecUBwlLw6R+ZxQFQ6WP9n7nFAbD6uDZX2cUDIzXADvv5xQKxzDMjeBnJACAPPvQcPckDrqGqCKBdyQEc4LXhRH3JAK97IPHInckCHbYsymy9yQOP8TSjEN3JAxqLp7OQ/ckAjMqziDUhyQAbYR6cuUHJApvJ2hFNYckCJmBJJdGByQOUn1T6daHJAyM1wA75wckAlXTP55nhyQEyOO6UDgXJAqB3+miyJckCLw5lfTZFyQCveyDxymXJADoRkAZOhckCunpPet6lyQJFEL6PYsXJAMV9egP25ckAUBfpEHsJyQLQfKSJDynJAl8XE5mPSckC+9sySgNpyQF4R/G+l4nJAQbeXNMbqckDh0cYR6/JyQAgDz70H+3JAZJKRszADc0CLw5lfTQtzQLL0oQtqE3NAUg/R6I4bc0B5QNmUqyNzQJ9x4UDIK3NAP4wQHu0zc0BmvRjKCTxzQAbYR6cuRHNALQlQU0tMc0BUOlj/Z1RzQPNUh9yMXHNAGoaPiKlkc0BBt5c0xmxzQOHRxhHrdHNACAPPvQd9c0Byv0NRIIVzQBLaci5FjXNAOQt72mGVc0BgPIOGfp1zQEPiHkufpXNAahMn97utc0CRRC+j2LVzQHTqymf5vXNAmxvTExbGc0AG2EenLs5zQC0JUFNL1nNAEK/rF2zec0A34PPDiOZzQKKcaFeh7nNADFnd6rn2c0CscwzI3v5zQBYwgVv3BnRAgez17g8PdECoHf6aLBd0QIvDmV9NH3RA9n8O82UndEBgPIOGfi90QIdtizKbN3RA8SkAxrM/dEDVz5uK1Ed0QD+MEB7tT3RAqkiFsQVYdEAUBfpEHmB0QH/Bbtg2aHRAYmcKnVdwdEDNI38wcHh0QDfg88OIgHRAopxoV6GIdEBQ5EnStZB0QLqgvmXOmHRAJV0z+eagdEAIA8+9B6l0QHK/Q1EgsXRAIQclzDS5dECLw5lfTcF0QPZ/DvNlyXRApMfvbXrRdEAOhGQBk9l0QLzLRXyn4XRAJ4i6D8DpdEAKLlbU4PF0QLh1N0/1+XRAIzKs4g0CdUDReY1dIgp1QH/Bbtg2EnVA6X3ja08adUCXxcTmYyJ1QEUNpmF4KnVAsMka9ZAydUBeEfxvpTp1QAxZ3eq5QnVAuqC+Zc5KdUAlXTP55lJ1QNOkFHT7WnVAgez17g9jdUAvNNdpJGt1QN17uOQ4c3VAi8OZX017dUA5C3vaYYN1QOdSXFV2i3VAlZo90IqTdUBD4h5Ln5t1QPEpAMazo3VAn3HhQMirdUCRRC+j2LN1QD+MEB7tu3VA7dPxmAHEdUCbG9MTFsx1QEljtI4q1HVAOzYC8TrcdUBwlLw6R+R1QB7cnbVb7HVAEK/rF2z0dUC+9sySgPx1QLDJGvWQBHZAXhH8b6UMdkBQ5EnStRR2QP4rK03KHHZA7/54r9okdkCdRloq7yx2QBYwgVv3NHZACAPPvQc9dkC2SrA4HEV2QKgd/posTXZAmfBL/TxVdkBHOC14UV12QMAhVKlZZXZAsvShC2ptdkCkx+9tenV2QJWaPdCKfXZAQ+IeS5+FdkA1tWytr412QK6ek963lXZAn3HhQMiddkCRRC+j2KV2QIMXfQXprXZA/ACkNvG1dkAxX16A/b12QCMyrOINxnZAFAX6RB7OdkAG2EenLtZ2QH/Bbtg23nZAcJS8OkfmdkCm8naEU+52QJfFxOZj9nZAEK/rF2z+dkACgjl6fAZ3QDfg88OIDndAsMka9ZAWd0DlJ9U+nR53QNf6IqGtJndADFnd6rkud0CFQgQcwjZ3QLqgvmXOPndArHMMyN5Gd0Bo6J/g4k53QFq77ULzVndAjxmojP9ed0BMjjulA2d3QD1hiQcUb3dAcr9DUSB3d0AvNNdpJH93QGSSkbMwh3dA3Xu45DiPd0AS2nIuRZd3QEc4LXhRn3dABK3AkFWnd0A5C3vaYa93QG5pNSRut3dAK97IPHK/d0BgPIOGfsd3QByxFp+Cz3dAUg/R6I7Xd0AOhGQBk993QEPiHkuf53dAeUDZlKvvd0A1tWytr/d3QK6ek963/3dAahMn97sHeECfceFAyA94QFzmdFnMF3hA1c+bitQfeECRRC+j2Cd4QMai6ezkL3hAxqLp7OQ3eED8AKQ28T94QPwApDbxR3hAMV9egP1PeEAxX16A/Vd4QGa9GMoJYHhAZr0YygloeECbG9MTFnB4QJsb0xMWeHhA0XmNXSKAeEDReY1dIoh4QEljtI4qkHhASWO0jiqYeEB/wW7YNqB4QH/Bbtg2qHhAf8Fu2DaweED4qpUJP7h4QPiqlQk/wHhALQlQU0vIeEAtCVBTS9B4QKbydoRT2HhApvJ2hFPgeECm8naEU+h4QB7cnbVb8HhAHtydtVv4eECXxcTmYwB5QNtQMc5fCHlA21Axzl8QeUBUOlj/Zxh5QFQ6WP9nIHlAVDpY/2coeUDNI38wcDB5QBCv6xdsOHlAEK/rF2xAeUCJmBJJdEh5QM0jfzBwUHlAzSN/MHBYeUCJmBJJdGB5QImYEkl0aHlAiZgSSXRweUBFDaZheHh5QEUNpmF4gHlAiZgSSXSIeUDNI38wcJB5QEUNpmF4mHlAiZgSSXSgeUDNI38wcKh5QM0jfzBwsHlAiZgSSXS4eUDNI38wcMB5QM0jfzBwyHlAEK/rF2zQeUDNI38wcNh5QBCv6xds4HlAVDpY/2foeUCXxcTmY/B5QNtQMc5f+HlAl8XE5mMAekDbUDHOXwh6QB7cnbVbEHpAYmcKnVcYekCm8naEUyB6QGJnCp1XKHpApvJ2hFMwekDpfeNrTzh6QC0JUFNLQHpAtB8pIkNIekD4qpUJP1B6QLQfKSJDWHpA+KqVCT9gekB/wW7YNmh6QMJM278ycHpABthHpy54ekCN7iB2JoB6QNF5jV0iiHpAWJBmLBqQekCbG9MTFph6QJsb0xMWoHpA36Y/+xGoekBmvRjKCbB6QKpIhbEFuHpAMV9egP2/ekC4dTdP9cd6QPwApDbxz3pAgxd9BenXekAKLlbU4N96QE65wrvc53pA1c+bitTvekBc5nRZzPd6QOP8TSjE/3pAahMn97sHe0DxKQDGsw97QHlA2ZSrF3tAAFeyY6Mfe0BD4h5Lnyd7QA6EZAGTL3tAlZo90Io3e0AcsRafgj97QKTH7216R3tAK97IPHJPe0Cy9KELald7QDkLe9phX3tAwCFUqVlne0CLw5lfTW97QBLaci5Fd3tAmfBL/Tx/e0AhByXMNId7QOuoaoIoj3tAcr9DUSCXe0CB7PXuD597QEyOO6UDp3tA06QUdPuue0CdRloq77Z7QCVdM/nmvntA7/54r9rGe0B3FVJ+0s57QEG3lzTG1ntAyM1wA77ee0Aaho+IqeZ7QOUn1T6d7ntAbD6uDZX2e0A34PPDiP57QAKCOXp8BnxAzSN/MHAOfEDbUDHOXxZ8QKbydoRTHnxAcJS8OkcmfEA7NgLxOi58QAbYR6cuNnxAWJBmLBo+fEAjMqziDUZ8QO3T8ZgBTnxAuHU3T/VVfECDF30F6V18QNXPm4rUZXxAn3HhQMhtfEBqEyf3u3V8QDW1bK2vfXxAh22LMpuFfECVmj3Qio18QGA8g4Z+lXxAK97IPHKdfEB9lufBXaV8QIvDmV9NrXxAVmXfFUG1fEAhByXMNL18QLZKsDgcxXxAgez17g/NfECPGaiM/9R8QOHRxhHr3HxA7/54r9rkfEC6oL5lzux8QFDkSdK19HxAGoaPiKn8fEAps0EmmQR9QL72zJKADH1AiZgSSXQUfUCXxcTmYxx9QC0JUFNLJH1A+KqVCT8sfUCN7iB2JjR9QJsb0xMWPH1AqkiFsQVEfUA/jBAe7Ut9QE65wrvcU31AGFsIctBbfUCunpPet2N9QLzLRXyna31AUg/R6I5zfUBgPIOGfnt9QPZ/DvNlg31ABK3AkFWLfUBWZd8VQZN9QOuoaoIom31A+tUcIBijfUCPGaiM/6p9QJ1GWirvsn1AM4rllta6fUCFQgQcwsJ9QBqGj4ipyn1AKbNBJpnSfUACgjl6fNp9QBCv6xds4n1ApvJ2hFPqfUD4qpUJP/J9QI3uIHYm+n1A36Y/+xECfkB06spn+Ql+QMai6ezkEX5AXOZ0WcwZfkCunpPetyF+QIdtizKbKX5AlZo90IoxfkBuaTUkbjl+QEc4LXhRQX5AVmXfFUFJfkAvNNdpJFF+QIHs9e4PWX5AWrvtQvNgfkDv/niv2mh+QEG3lzTGcH5AGoaPiKl4fkBsPq4NlYB+QEUNpmF4iH5AHtydtVuQfkBwlLw6R5h+QEljtI4qoH5AmxvTExaofkB06spn+a9+QE65wrvct35An3HhQMi/fkB5QNmUq8d+QJWaPdCKz35A51JcVXbXfkDAIVSpWd9+QJnwS/08535AtkqwOBzvfkAIA8+9B/d+QOHRxhHr/n5A/isrTcoGf0BQ5EnStQ5/QCmzQSaZFn9ARQ2mYXgef0Ae3J21WyZ/QLQfKSJDLn9Aje4gdiY2f0CqSIWxBT5/QPwApDbxRX9AGFsIctBNf0A1tWytr1V/QA6EZAGTXX9AK97IPHJlf0DAIVSpWW1/QJnwS/08dX9AtkqwOBx9f0DTpBR0+4R/QO/+eK/ajH9AhUIEHMKUf0BeEfxvpZx/QHtrYKuEpH9Al8XE5mOsf0C0HykiQ7R/QEljtI4qvH9AZr0YygnEf0CDF30F6ct/QJ9x4UDI039AvMtFfKfbf0AcsRafguN/QDkLe9ph639AVmXfFUHzf0DrqGqCKPt/QISB596DAYBAkq6ZfHMFgEBCIQIOYQmAQFFOtKtQDYBAX3tmSUARgEAP7s7aLRWAQB4bgXgdGYBAzo3pCQsdgEDcupun+iCAQOrnTUXqJIBAV89J79sogEBl/PuMyyyAQBVvZB65MIBAJJwWvKg0gEDUDn9NljiAQISB596DPIBAkq6ZfHNAgEBCIQIOYUSAQPOTap9OSIBAAcEcPT5MgECxM4XOK1CAQGGm7V8ZVIBAERlW8QZYgEDBi76C9FuAQNC4cCDkX4BAgCvZsdFjgEAwnkFDv2eAQOAQqtSsa4BA1A5/TZZvgECEgefeg3OAQDT0T3Bxd4BA5Ga4AV97gECU2SCTTH+AQERMiSQ6g4BAlgSoqSWHgEBHdxA7E4uAQPfpeMwAj4BAp1zhXe6SgEBXz0nv25aAQKmHaHTHmoBAnYU97bCegEBN+KV+nqKAQJ+wxAOKpoBATyMtlXeqgED/lZUmZa6AQFFOtKtQsoBAAcEcPT62gECWBKipJbqAQEd3EDsTvoBAmC8vwP7BgEBJopdR7MWAQJtattbXyYBAS80eaMXNgEDgEKrUrNGAQDLJyFmY1YBA4jsx64XZgEA09E9wcd2AQIasbvVc4YBAHPD5YUTlgEDMYmLzMemAQB4bgXgd7YBAb9Of/QjxgEAFFytq8PSAQFfPSe/b+IBAqYdodMf8gED7P4f5sgCBQJCDEmaaBIFA4jsx64UIgUA09E9wcQyBQIasbvVcEIFAHPD5YUQUgUBtqBjnLxiBQL9gN2wbHIFAVaTC2AIggUCnXOFd7iOBQPkUAOPZJ4FAMJ5BQ78rgUCCVmDIqi+BQNQOf02WM4FAC5jArXs3gUBdUN8yZzuBQK8I/rdSP4FA5pE/GDhDgUA4Sl6dI0eBQCxIMxYNS4FAwYu+gvROgUC1iZP73VKBQEvNHmjFVoFAPsvz4K5agUCQgxJmml6BQMgMVMZ/YoFAGcVyS2tmgUBRTrSrUGqBQERMiSQ6boFAlgSoqSVygUDOjekJC3aBQMGLvoL0eYFA+RQA49l9gUDsEtVbw4GBQIJWYMiqhYFAdlQ1QZSJgUCt3XaheY2BQKHbSxpjkYFA2GSNekiVgUDMYmLzMZmBQAPso1MXnYFA9+l4zAChgUAuc7os5qSBQCJxj6XPqIFAWfrQBbWsgUBN+KV+nrCBQCbHndKBtIFAGcVyS2u4gUBRTrSrULyBQERMiSQ6wIFAHhuBeB3EgUARGVbxBsiBQEmil1Hsy4FAPKBsytXPgUAVb2QeudOBQE34pX6e14FA4jsx64XbgUAZxXJLa9+BQK8I/rdS44FA5pE/GDjngUC/YDdsG+uBQLNeDOUE74FAjC0EOejygUCAK9mx0faBQFn60AW1+oFAMsnIWZj+gUAmx53SgQKCQP+VlSZlBoJA2GSNekgKgkBtqBjnLw6CQKUxWkcVEoJAfgBSm/gVgkATRN0H4BmCQOwS1VvDHYJAq0AtBg8igkD9+EuL+iWCQGngRzXsKYJAeA360tstgkCGOqxwyzGCQNjyyvW2NYJA5h99k6Y5gkD1TC8xlj2CQAN64c6FQYJAVTIAVHFFgkBjX7LxYEmCQBPSGoNOTYJAIv/MID5RgkB0t+ulKVWCQILknUMZWYJAkBFQ4QhdgkCEDyVa8mCCQJI81/fhZIJAoWmJldFogkCUZ14Ou2yCQKOUEKyqcIJAscHCSZp0gkClv5fCg3iCQLPsSWBzfIJAY1+y8WCAgkC1F9F2TISCQGWKOQg6iIJAdLfrpSmMgkBntcAeE5CCQHbicrwClIJAJlXbTfCXgkAaU7DG2ZuCQCiAYmTJn4JAHH433bKjgkDM8J9uoKeCQHxjCACOq4JAzhsnhXmvgkB+jo8WZ7OCQHKMZI9Qt4JAIv/MID67gkAV/aGZJ7+CQMZvCisVw4JAduJyvALHgkBp4Ec17MqCQBpTsMbZzoJADVGFP8PSgkC9w+3QsNaCQLHBwkma2oJAYTQr24fegkBVMgBUceKCQAWlaOVe5oJAm+jzUUbqgkBLW1zjM+6CQD5ZMVwd8oJA78uZ7Qr2gkCEDyVa8vmCQDSCjevf/YJAKIBiZMkBg0B6OIHptAWDQG02VmKeCYNAHqm+84sNg0Cz7ElgcxGDQKfqHtlcFYNA+aI9XkgZg0DsoBLXMR2DQD5ZMVwdIYNA1Jy8yAQlg0CEDyVa8iiDQBpTsMbZLINAr5Y7M8Ewg0BfCaTErjSDQPVMLzGWOINARwVOtoE8g0A6AyMva0CDQNBGrptSRINAIv/MID5Ig0C3QliNJUyDQAn7dhIRUINAnz4Cf/hTg0A0go3r31eDQIY6rHDLW4NAHH433bJfg0CxwcJJmmODQAN64c6FZ4NAmL1sO21rg0AuAfinVG+DQIC5Fi1Ac4NAFf2hmSd3g0CrQC0GD3uDQP34S4v6foNANIKN69+Cg0DKxRhYx4aDQF8JpMSuioNAscHCSZqOg0DoSgSqf5KDQH6OjxZnloNA0Eaum1Kag0AH0O/7N56DQJ0Te2gfooNA1Jy8yASmg0AmVdtN8KmDQF3eHK7VrYNA8yGoGr2xg0Aqq+l6orWDQHxjCACOuYNAs+xJYHO9g0DqdYvAWMGDQIC5Fi1AxYNAt0JYjSXJg0CrQC0GD82DQOLJbmb00INAeA360tvUg0CvljszwdiDQOYffZOm3INA2h1SDJDgg0ARp5NsdeSDQEkw1cxa6INA3nNgOULsg0AV/aGZJ/CDQE2G4/kM9INAhA8lWvL3g0B4DfrS2/uDQFHc8Sa//4NAiGUzh6QDhEC/7nTniQeEQPd3tkdvC4RALgH4p1QPhEBlijkIOhOEQJ0Te2gfF4RAduJyvAIbhEBp4Ec17B6EQKFpiZXRIoRAejiB6bQmhECxwcJJmiqEQOhKBKp/LoRAwRn8/WIyhED5oj1eSDaEQNJxNbIrOoRACft2EhE+hEDiyW5m9EGEQBpTsMbZRYRA8yGoGr1JhEAqq+l6ok2EQAN64c6FUYRAOgMjL2tVhEAT0hqDTlmEQOygEtcxXYRAxm8KKxVhhED9+EuL+mSEQNbHQ9/daIRAr5Y7M8FshECIZTOHpHCEQGE0K9uHdIRAmL1sO214hEByjGSPUHyEQEtbXOMzgIRAJCpUNxeEhED9+EuL+oeEQNbHQ9/di4RAr5Y7M8GPhECIZTOHpJOEQGE0K9uHl4RAfo6PFmebhED5oj1eSJ+EQNJxNbIro4RAq0AtBg+nhECEDyVa8qqEQF3eHK7VroRA2PLK9bayhECxwcJJmraEQIqQup19uoRASTDVzFq+hEAi/8wgPsKEQPvNxHQhxoRAduJyvALKhEBPsWoQ5s2EQMrFGFjH0YRAo5QQrKrVhEBhNCvbh9mEQDoDIy9r3YRAtRfRdkzhhECO5sjKL+WEQAn7dhIR6YRAyJqRQe7shEChaYmV0fCEQBx+N92y9IRAlpLlJJT4hEARp5NsdfyEQC4B+KdUAIVAqRWm7zUEhUAkKlQ3FwiFQJ8+An/4C4VAXd4crtUPhUDY8sr1thOFQFMHeT2YF4VAzhsnhXkbhUCMu0G0Vh+FQAfQ7/s3I4VAguSdQxknhUD9+EuL+iqFQLuYZrrXLoVANq0UArkyhUCxwcJJmjaFQHBh3Xh3OoVA6nWLwFg+hUAH0O/7N0KFQMZvCisVRoVAQIS4cvZJhUC7mGa6102FQBx+N92yUYVAlpLlJJRVhUARp5NsdVmFQHKMZI9QXYVA7KAS1zFhhUAJ+3YSEWWFQMiakUHuaIVA5PT1fM1shUBfCaTErnCFQL/udOeJdIVAOgMjL2t4hUCb6PNRRnyFQLdCWI0lgIVAMlcG1QaEhUCSPNf34YeFQK+WOzPBi4VAD3wMVpyPhUCKkLqdfZOFQOp1i8BYl4VAB9Dv+zebhUAkKlQ3F5+FQIQPJVryooVAoWmJldGmhUBfCaTErqqFQHxjCACOroVA3EjZImmyhUD5oj1eSLaFQFmIDoEjuoVAduJyvAK+hUB4DfrS28GFQJRnXg67xYVA9UwvMZbJhUARp5Nsdc2FQHKMZI9Q0YVAjubIyi/VhUDvy5ntCtmFQK1rtBzo3IVADVGFP8PghUAqq+l6ouSFQCzWcJF76IVAjLtBtFbshUCpFabvNfCFQKtALQYP9IVAyJqRQe73hUDKxRhYx/uFQOYffZOm/4VA6EoEqn8DhkBJMNXMWgeGQAfQ7/s3C4ZAZ7XAHhMPhkAmVdtN8BKGQCiAYmTJFoZAiGUzh6QahkBHBU62gR6GQEkw1cxaIoZAqRWm7zUmhkBntcAeEyqGQGngRzXsLYZAawvPS8UxhkAqq+l6ojWGQCzWcJF7OYZA6nWLwFg9hkBLW1zjM0GGQE2G4/kMRYZAT7FqEOZIhkANUYU/w0yGQA98DFacUIZAEaeTbHVUhkDQRq6bUliGQHS366UpXIZAduJyvAJghkA0go3r32OGQDatFAK5Z4ZAONibGJJrhkDcSNkiaW+GQJvo81FGc4ZAnRN7aB93hkCfPgJ/+HqGQEKvP4nPfoZAAU9auKyChkADeuHOhYaGQKfqHtlcioZAqRWm7zWOhkBNhuP5DJKGQAsm/ijqlYZAr5Y7M8GZhkCxwcJJmp2GQFUyAFRxoYZAV12HakqlhkC3QliNJamGQFuzlZf8rIZAXd4crtWwhkABT1q4rLSGQKW/l8KDuIZASTDVzFq8hkBLW1zjM8CGQKtALQYPxIZAT7FqEObHhkDzIagavcuGQJaS5SSUz4ZAmL1sO23ThkA8LqpFRNeGQOCe508b24ZAhA8lWvLehkDk9PV8zeKGQIhlM4ek5oZALNZwkXvqhkDQRq6bUu6GQBX9oZkn8oZAuW3fo/71hkBd3hyu1fmGQAFPWris/YZApb+XwoMBh0BJMNXMWgWHQI7myMovCYdAMlcG1QYNh0DWx0Pf3RCHQBx+N92yFIdAv+5054kYh0BjX7LxYByHQKkVpu81IIdATYbj+Qwkh0CSPNf34SeHQDatFAK5K4dAfGMIAI4vh0Ag1EUKZTOHQGWKOQg6N4dACft2EhE7h0BPsWoQ5j6HQJRnXg67QodAONibGJJGh0B+jo8WZ0qHQMNEgxQ8TodAZ7XAHhNSh0Cta7Qc6FWHQPMhqBq9WYdAONibGJJdh0B+jo8WZ2GHQGWKOQg6ZYdAq0AtBg9ph0Dx9iAE5GyHQDatFAK5cIdAfGMIAI50h0DBGfz9YniHQAfQ7/s3fIdATYbj+QyAh0CSPNf34YOHQBx+N92yh4dAYTQr24eLh0BJMNXMWo+HQI7myMovk4dA1Jy8yASXh0AaU7DG2ZqHQKOUEKyqnodAipC6nX2ih0DQRq6bUqaHQBX9oZknqodA/fhLi/qth0CGOqxwy7GHQMzwn26gtYdAs+xJYHO5h0D5oj1eSL2HQOCe508bwYdAaeBHNezEh0BR3PEmv8iHQJaS5SSUzIdAfo6PFmfQh0AH0O/7N9SHQO/Lme0K2IdA1sdD393bh0Acfjfdst+HQEcFTraB44dALgH4p1Tnh0AV/aGZJ+uHQJ8+An/47odAhjqscMvyh0BtNlZinvaHQFUyAFRx+odAgLkWLUD+h0BntcAeEwKIQE+xahDmBYhA2PLK9bYJiEC/7nTniQ2IQKfqHtlcEYhA0nE1sisViEBbs5WX/BiIQEKvP4nPHIhAbTZWYp4giEBVMgBUcSSIQIC5Fi1AKIhAZ7XAHhMsiEBPsWoQ5i+IQBx+N92yM4hAA3rhzoU3iEAuAfinVDuIQBX9oZknP4hAnz4Cf/hCiEDKxRhYx0aIQLHBwkmaSohAfo6PFmdOiEBlijkIOlKIQDJXBtUGVohAGlOwxtlZiECjlBCsql2IQM4bJ4V5YYhAV12HakpliECC5J1DGWmIQAsm/ijqbIhA2PLK9bZwiEC/7nTniXSIQIy7QbRWeIhAFf2hmSd8iEBAhLhy9n+IQMrFGFjHg4hAlpLlJJSHiEAg1EUKZYuIQOygEtcxj4hA1Jy8yASTiEChaYmV0ZaIQCqr6XqimohA93e2R2+eiEDDRIMUPKKIQE2G4/kMpohAGlOwxtmpiECjlBCsqq2IQHBh3Xh3sYhA+aI9Xki1iEDGbworFbmIQJI81/fhvIhAvcPt0LDAiECKkLqdfcSIQBPSGoNOyIhA4J7nTxvMiECta7Qc6M+IQNjyyvW204hApb+XwoPXiEAuAfinVNuIQJ0Te2gf34hAaeBHNeziiEDzIagaveaIQGE0K9uH6ohALgH4p1TuiEBZiA6BI/KIQCZV203w9YhAlGdeDrv5iEAeqb7zi/2IQIy7QbRWAYlA+83EdCEFiUDImpFB7giJQPMhqBq9DIlAYTQr24cQiUAuAfinVBSJQFmIDoEjGIlAyJqRQe4biUA2rRQCuR+JQAN64c6FI4lALgH4p1QniUCdE3toHyuJQAsm/ijqLolAejiB6bQyiUClv5fCgzaJQBPSGoNOOolAguSdQxk+iUDx9iAE5EGJQF8JpMSuRYlAipC6nX1JiUD5oj1eSE2JQGe1wB4TUYlA1sdD391UiUBF2safqFiJQHBh3Xh3XIlAgLkWLUBgiUDvy5ntCmSJQF3eHK7VZ4lAzPCfbqBriUDcSNkiaW+JQEtbXOMzc4lAduJyvAJ3iUCGOqxwy3qJQPVMLzGWfolAY1+y8WCCiUB0t+ulKYaJQOLJbmb0iYlA8yGoGr2NiUBhNCvbh5GJQHKMZI9QlYlAPlkxXB2ZiUCta7Qc6JyJQL3D7dCwoIlALNZwkXukiUA8LqpFRKiJQE2G4/kMrIlAu5hmuteviUDM8J9uoLOJQNxI2SJpt4lA7KAS1zG7iUD9+EuL+r6JQGsLz0vFwolAfGMIAI7GiUCMu0G0VsqJQJ0Te2gfzolArWu0HOjRiUC9w+3QsNWJQM4bJ4V52YlA3nNgOULdiUDvy5ntCuGJQP8j06HT5IlAD3wMVpzoiUAg1EUKZeyJQNJxNbIr8IlA4sluZvTziUDzIagavfeJQAN64c6F+4lAE9Iag07/iUDGbworFQOKQBpTsMbZBopAKqvpeqIKikDcSNkiaQ6KQOygEtcxEopA/fhLi/oVikCvljszwRmKQL/udOeJHYpAcoxkj1AhikCC5J1DGSWKQHgN+tLbKIpAiGUzh6QsikA6AyMvazCKQEtbXOMzNIpA/fhLi/o3ikCvljszwTuKQL/udOeJP4pAtRfRdkxDikBntcAeE0eKQHgN+tLbSopAKqvpeqJOikDcSNkiaVKKQNJxNbIrVopAhA8lWvJZikCUZ14Ou12KQEcFTraBYYpA+aI9XkhlikDvy5ntCmmKQKFpiZXRbIpAUwd5PZhwikAFpWjlXnSKQPvNxHQheIpArWu0HOh7ikBfCaTErn+KQBGnk2x1g4pAB9Dv+zeHikBbs5WX/IqKQA1RhT/DjopAA3rhzoWSikC1F9F2TJaKQAn7dhIRmopAu5hmutedikCxwcJJmqGKQGNfsvFgpYpAt0JYjSWpikCta7Qc6KyKQAFPWrissIpAs+xJYHO0ikCpFabvNbiKQP34S4v6u4pAr5Y7M8G/ikBHBU62gcOKQPmiPV5Ix4pAkBFQ4QjLikDk9PV8zc6KQJaS5SSU0opALgH4p1TWikCC5J1DGdqKQHgN+tLb3YpAzPCfbqDhikAg1EUKZeWKQBX9oZkn6YpAaeBHNezsikABT1q4rPCKQFUyAFRx9IpA7KAS1zH4ikBAhLhy9vuKQJRnXg67/4pALNZwkXsDi0Dec2A5QgeLQHbicrwCC4tAysUYWMcOi0BhNCvbhxKLQFddh2pKFotA78uZ7Qoai0BCrz+Jzx2LQNodUgyQIYtALgH4p1Qli0DGbworFSmLQBpTsMbZLItAUwd5PZgwi0Cn6h7ZXDSLQD5ZMVwdOItA1sdD3907i0DM8J9uoD+LQGNfsvFgQ4tAWYgOgSNHi0Dx9iAE5EqLQEXaxp+oTotAfo6PFmdSi0AV/aGZJ1aLQAsm/ijqWYtAo5QQrKpdi0CYvWw7bWGLQDAsf74tZYtAaeBHNexoi0BfCaTErmyLQPd3tkdvcItA7KAS1zF0i0AmVdtN8HeLQL3D7dCwe4tAs+xJYHN/i0DsoBLXMYOLQCZV203whotAejiB6bSKi0Cz7Elgc46LQOygEtcxkotA4sluZvSVi0AcfjfdspmLQFUyAFRxnYtAS1tc4zOhi0CEDyVa8qSLQL3D7dCwqItA93e2R2+si0DsoBLXMbCLQCZV203ws4tAXwmkxK63i0CYvWw7bbuLQI7myMovv4tAaeBHNezCi0CjlBCsqsaLQNxI2SJpyotA0nE1sivOi0Cta7Qc6NGLQOYffZOm1YtAINRFCmXZi0C3QliNJd2LQPH2IATk4ItAKqvpeqLki0AFpWjlXuiLQD5ZMVwd7ItAGlOwxtnvi0APfAxWnPOLQOp1i8BY94tAJCpUNxf7i0D/I9Oh0/6LQDjYmxiSAoxAE9Iag04GjECrQC0GDwqMQOT09XzNDYxAv+5054kRjECb6PNRRhWMQNScvMgEGYxAr5Y7M8EcjECKkLqdfSCMQGWKOQg6JIxAQIS4cvYnjEA2rRQCuSuMQBGnk2x1L4xA7KAS1zEzjEDImpFB7jaMQKOUEKyqOoxAfo6PFmc+jEBZiA6BI0KMQDSCjevfRYxAD3wMVpxJjEDqdYvAWE2MQMZvCisVUYxAoWmJldFUjEAeqb7zi1iMQPmiPV5IXIxA1Jy8yARgjECvljszwWOMQIqQup19Z4xAB9Dv+zdrjEDiyW5m9G6MQL3D7dCwcoxAOgMjL2t2jEAV/aGZJ3qMQPH2IATkfYxAbTZWYp6BjEBJMNXMWoWMQMZvCisViYxAoWmJldGMjEAeqb7zi5CMQPmiPV5IlIxAuW3fo/6XjECUZ14Ou5uMQBGnk2x1n4xAjubIyi+jjEBp4Ec17KaMQOYffZOmqoxAY1+y8WCujEA+WTFcHbKMQLuYZrrXtYxAfGMIAI65jED5oj1eSL2MQNScvMgEwYxAUdzxJr/EjEDOGyeFeciMQEtbXOMzzIxAyJqRQe7PjECIZTOHpNOMQAWlaOVe14xAguSdQxnbjED/I9Oh096MQHxjCACO4oxAPC6qRUTmjEC5bd+j/umMQDatFAK57YxAs+xJYHPxjEAwLH++LfWMQJI81/fh+IxAD3wMVpz8jECMu0G0VgCNQAn7dhIRBI1AysUYWMcHjUDoSgSqfwuNQGWKOQg6D41AhA8lWvISjUBF2safqBaNQMEZ/P1iGo1A4J7nTxsejUChaYmV0SGNQL/udOeJJY1APC6qRUQpjUCfPgJ/+CyNQBx+N92yMI1AOgMjL2s0jUD7zcR0ITiNQBpTsMbZO41AONibGJI/jUD5oj1eSEONQBcoKbAAR41ANq0UArlKjUD3d7ZHb06NQBX9oZknUo1ANIKN699VjUCWkuUklFmNQBPSGoNOXY1AduJyvAJhjUCUZ14Ou2SNQLPsSWBzaI1AFf2hmSdsjUA0go3r32+NQJaS5SSUc41AtRfRdkx3jUAXKCmwAHuNQDatFAK5fo1AVTIAVHGCjUC3QliNJYaNQNbHQ9/diY1AONibGJKNjUBXXYdqSpGNQFuzlZf8lI1AejiB6bSYjUDcSNkiaZyNQPvNxHQhoI1A/yPTodOjjUAeqb7zi6eNQIC5Fi1Aq41AQIS4cvaujUCjlBCsqrKNQMEZ/P1ito1Axm8KKxW6jUDk9PV8zb2NQOhKBKp/wY1AB9Dv+zfFjUALJv4o6siNQG02VmKezI1ALgH4p1TQjUCQEVDhCNSNQFHc8Sa/141AVTIAVHHbjUC3QliNJd+NQHgN+tLb4o1AfGMIAI7mjUCb6PNRRuqNQJ8+An/47Y1Ao5QQrKrxjUBjX7LxYPWNQMZvCisV+Y1AhjqscMv8jUCKkLqdfQCOQI7myMovBI5AT7FqEOYHjkBTB3k9mAuOQFddh2pKD45AFygpsAATjkAcfjfdshaOQCDURQplGo5AJCpUNxcejkDk9PV8zSGOQOhKBKp/JY5A7KAS1zEpjkBPsWoQ5iyOQFMHeT2YMI5AV12Hako0jkBbs5WX/DeOQBx+N92yO45AwRn8/WI/jkDGbworFUOOQMrFGFjHRo5ALNZwkXtKjkAwLH++LU6OQDSCjevfUY5A2h1SDJBVjkCb6PNRRlmOQECEuHL2XI5ARdrGn6hgjkDqdYvAWGSOQO/Lme0KaI5AUdzxJr9rjkBVMgBUcW+OQPvNxHQhc45AoWmJldF2jkClv5fCg3qOQEtbXOMzfo5ArWu0HOiBjkCxwcJJmoWOQFddh2pKiY5A/fhLi/qMjkABT1q4rJCOQKfqHtlclI5ATYbj+QyYjkDzIagavZuOQJi9bDttn45A+83EdCGjjkChaYmV0aaOQEcFTraBqo5A7KAS1zGujkCSPNf34bGOQDjYmxiStY5A3nNgOUK5jkCEDyVa8ryOQCqr6XqiwI5A0Eaum1LEjkB24nK8AsiOQBx+N92yy45AY1+y8WDPjkAJ+3YSEdOOQK+WOzPB1o5AVTIAVHHajkD7zcR0Id6OQEKvP4nP4Y5A6EoEqn/ljkAwLH++LemOQNbHQ9/d7I5AfGMIAI7wjkDDRIMUPPSOQGngRzXs945AscHCSZr7jkBXXYdqSv+OQJ8+An/4Ao9ARdrGn6gGj0CMu0G0VgqPQDJXBtUGDo9AejiB6bQRj0DBGfz9YhWPQKtALQYPGY9A8yGoGr0cj0A6AyMvayCPQOCe508bJI9AKIBiZMknj0BwYd14dyuPQLdCWI0lL49A/yPTodMyj0Clv5fCgzaPQDAsf74tOo9AeA360ts9j0C/7nTniUGPQMNEgxQ8RY9ACyb+KOpIj0BTB3k9mEyPQJvo81FGUI9A4sluZvRTj0Aqq+l6olePQHKMZI9QW49AuW3fo/5ej0BTB3k9mGKPQJvo81FGZo9A4sluZvRpj0Aqq+l6om2PQHKMZI9QcY9AuW3fo/50j0ABT1q4rHiPQEkw1cxafI9AkBFQ4QiAj0DY8sr1toOPQCDURQplh49AZ7XAHhOLj0ABT1q4rI6PQEkw1cxako9AkBFQ4QiWj0DY8sr1tpmPQCDURQplnY9AZ7XAHhOhj0CvljszwaSPQPd3tkdvqI9APlkxXB2sj0CGOqxwy6+PQCDURQpls49AZ7XAHhO3j0CvljszwbqPQPd3tkdvvo9APlkxXB3Cj0CGOqxwy8WPQCDURQplyY9AZ7XAHhPNj0CvljszwdCPQPd3tkdv1I9APlkxXB3Yj0CGOqxwy9uPQM4bJ4V5349AZ7XAHhPjj0CvljszweaPQPd3tkdv6o9APlkxXB3uj0DY8sr1tvGPQCDURQpl9Y9AZ7XAHhP5j0CvljszwfyPQPs726M3AJBAn6wYrg4CkEBseeV62wOQQBDqIoWyBZBAtFpgj4kHkEBYy52ZYAmQQPs726M3C5BAyAiocAQNkEBseeV62w6QQBDqIoWyEJBAtFpgj4kSkECAJy1cVhSQQCSYamYtFpBAyAiocAQYkECV1XQ90RmQQDlGskeoG5BA3bbvUX8dkECAJy1cVh+QQE30+SgjIZBA8WQ3M/oikECV1XQ90SSQQDlGskeoJpBABhN/FHUokECpg7weTCqQQE30+SgjLJBAGsHG9e8tkEC+MQQAxy+QQGKiQQqeMZBABhN/FHUzkEDS30vhQTWQQHZQiesYN5BAGsHG9e84kEDnjZPCvDqQQIv+0MyTPJBAL28O12o+kED7O9ujN0CQQJ+sGK4OQpBAQx1WuOVDkEAQ6iKFskWQQLRaYI+JR5BAWMudmWBJkEAkmGpmLUuQQMgIqHAETZBAbHnlettOkEA5RrJHqFCQQN2271F/UpBAgCctXFZUkEBN9PkoI1aQQPFkNzP6V5BAvjEEAMdZkEBiokEKnluQQAYTfxR1XZBA0t9L4UFfkEB2UInrGGGQQEMdVrjlYpBA542TwrxkkECL/tDMk2aQQFjLnZlgaJBA",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 1",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 2",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 3",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 4",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 5",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 6",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 7",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "Vm5MRQt0FEBISozaslkUQKZa3ZZKgBRAqPCex5V9FEAe9/8hCGkUQOXrTghmkBRAOw4vQy1tFEDD1wF6TV8UQPCgMR1OcRRAlG2iJWl1FECfdMjU7m8UQPCgMR1OcRRAaq2L7MM7FEA7Di9DLW0UQM9aHlYQVBRA9AEjY45LFECG5tKBsmAUQJO06a86fBRAyoqX1xlbFEA8Fwpm41YUQC+WWtZlThRAYC2oYWtqFEAsnon1510UQKuYUw0XYhRA9MHA5Ws3FEAvllrWZU4UQGqti+zDOxRArnSvNzc9FEAvllrWZU4UQIbm0oGyYBRAKPl+SuBkFEDETGDnIUoUQGRCDVOoPhRALz+7xVE6FEDaQ5k6aUQUQEhKjNqyWRRA8ASHztBPFEB6eSvn1iUUQLXDe4n4QhRAAmEqt3xjFECCx1dd+kwUQO6ofJvJKBRAOlLtGN84FEAMjzI9gjQUQPTBwOVrNxRA+4mU/6VnFEDyffnDRUcUQFUL6ec8URRAaq2L7MM7FEAe9/8hCGkUQMFuysDXRRRAz1oeVhBUFED0y+oimDEUQLdVvw9vDxRAOlLtGN84FEChgXHWuysUQK50rzc3PRRA8n35w0VHFED0wcDlazcUQFZuTEULdBRALJ6J9eddFEBnlQJ0DTMUQGRCDVOoPhRAdBqU+4hBFEAsnon1510UQENv5t6mUhRAdBqU+4hBFEAKrPRWgFwUQMFuysDXRRRA8n35w0VHFEBnlQJ0DTMUQPQBI2OOSxRAz1oeVhBUFECwk819jW4UQFZuTEULdBRAHvf/IQhpFEDwoDEdTnEUQHlHH7iQoRRAPMO+Ud64FEBVp7GfB+EUQAfnIBvo8BRAvDJBkcIOFUCEru0lf3IVQA87o9sp1RVARyjrYFQcFkAmiWW8VSUWQLAcHxEI/hVApkufjsNnFUA2k8RoSRIVQADvf/4l/hRAvDJBkcIOFUBlkkEihWQVQB1U7TqjsBVATs3DGPFjFkCP0xCLzEoXQKNlaNLbbhhAscQ2ugXMGUCdmdeqdBkbQJHGNU0SPBxAVi/yVOa6HECYbgm9gDocQOaLbkXnnxpAbKNaf6EWGEBYlSwpAXsVQOrY4jU1shNAmU+8QsXhEkDH1MczZbgSQH3DiJzOwBJARdK0uNbnEkAny1fPiNUSQIHpIuhvDRNAi42lJa0DE0C7IktkzPsSQFGZEh5SERNA+bmQIPMtE0A2ItuXCTsTQJ+43EgRLBNAB3csKBpRE0AJ4QsBjFYTQGDtsgghYxNAD0NF6LxUE0B1gbchVHETQL1HGuAtORNAWV/CSFpYE0DoQYZcjV8TQFGZEh5SERNA4GFylMA+E0CPE+HboEsTQI8T4dugSxNAPkZpgyaNE0AXiCxcBmwTQE01fcc1oxNASZiDv9h7E0BHkTCBbYsTQAnhCwGMVhNAS2Q54kBqE0DBSwA7GnoTQAd3LCgaURNAR5EwgW2LE0B1WjLomnYTQHWBtyFUcRNAR5EwgW2LE0BW8AMAkW8TQAnhCwGMVhNAO+Y9g5h9E0CzcHPzWngTQHWBtyFUcRNA/LQ4F81tE0DoQYZcjV8TQFlfwkhaWBNALmgekrNmE0CzcHPzWngTQHlhZD/NghNAyCslwCdaE0APQ0XovFQTQMFLADsaehNA4WNZX5KQE0BnocuCVX8TQPgbBs/cjhNAZansAHJCE0A75j2DmH0TQFbwAwCRbxNA4AqQuutkE0BJmIO/2HsTQEmYg7/YexNAsfIan3poE0D8tDgXzW0TQLNwc/NaeBNAnRB5qLCVE0A+RmmDJo0TQMFLADsaehNA+BsGz9yOE0CzRtv7iYQTQHlhZD/NghNAa1gHUWOXE0CL0GNBFZkTQOmbXC2GoRNA6ZtcLYahE0COUyp6xpoTQIvQY0EVmRNASZiDv9h7E0BW8AMAkW8TQOmbXC2GoRNALAd6RN3FE0DntHNu5akTQHdTt83XnxNAd1O3zdefE0A+RmmDJo0TQGDtsgghYxNAl2BU5Z3CE0DJ6AI1R5ITQOrY4jU1shNAd1O3zdefE0AuaEvueJwTQBegm/dxuhNAs0bb+4mEE0DJ6AI1R5ITQC5oHpKzZhNA+WFz/YG1E0BW8AMAkW8TQMnoAjVHkhNAyegCNUeSE0DIKyXAJ1oTQPgbBs/cjhNAs3Bz81p4E0AYYkvBEYETQPy0OBfNbRNAqocCfRZzE0BW8AMAkW8TQLHyGp96aBNAs0bb+4mEE0COUyp6xpoTQBxrpZA6qBNA6tjiNTWyE0AMBKyZEfoTQGRCDVOoPhRAeUcfuJChFEAmxpnRmWUVQKmf5rArXRZAK3XBKk/vFkCcWEVTuhcXQCfMxXOeWhZANdDJd8o8FUDaQ5k6aUQUQCvhDABWzBNAUz5EvLWJE0B5YWQ/zYITQP0pq1LCXRNAFFb2mFdhE0BnocuCVX8TQPy0OBfNbRNAO+Y9g5h9E0Cx8hqfemgTQP0pq1LCXRNA4GFylMA+E0Cx8hqfemgTQBeILFwGbBNAYO2yCCFjE0ADWsSPS0QTQE1i++ndHBNAn7jcSBEsE0DMTGAxdk0TQC5oHpKzZhNAZansAHJCE0BIExeW5jwTQOvCHsvMSRNA/SmrUsJdE0B1WjLomnYTQEtkOeJAahNA5GopOv2HE0DgYXKUwD4TQPy0OBfNbRNA68Iey8xJE0A4xsyWSE8TQOBhcpTAPhNAOMbMlkhPE0BW8AMAkW8TQLNwc/NaeBNAdVoy6Jp2E0BW8AMAkW8TQOvCHsvMSRNAsfIan3poE0B1gbchVHETQO9EY1uiBRNA6EGGXI1fE0C9RxrgLTkTQIzHThavIBNASBMXluY8E0Cx8hqfemgTQOBhcpTAPhNA/LQ4F81tE0DMTGAxdk0TQOAKkLrrZBNAjtk/5upSE0ApJAfk90cTQOAKkLrrZBNAA1rEj0tEE0B9ktUlIkYTQCiSy7eZQBNA8XuRGNp0E0C9RxrgLTkTQP0pq1LCXRNAB3csKBpRE0APQ0XovFQTQDjGzJZITxNAB3csKBpRE0DtXi6FlTMTQEuz8UpRNxNA/SmrUsJdE0BlqewAckITQEuz8UpRNxNA1rXvZ/RbE0CfuNxIESwTQPm5kCDzLRNAFFb2mFdhE0Cx8hqfemgTQANaxI9LRBNAWV/CSFpYE0ADWsSPS0QTQAd3LCgaURNA/SmrUsJdE0BlqewAckITQGWp7AByQhNAdVoy6Jp2E0CPE+HboEsTQJ+43EgRLBNAZansAHJCE0BnocuCVX8TQPy0OBfNbRNAKJLLt5lAE0BlqewAckITQOAKkLrrZBNA1rXvZ/RbE0DQ7ZLXczUTQDjGzJZITxNASBMXluY8E0B1gbchVHETQH2S1SUiRhNAJCP0FdQvE0DgYXKUwD4TQGDtsgghYxNAfZLVJSJGE0CO2T/m6lITQMgrJcAnWhNAKJLLt5lAE0D+H+PRfiQTQJ+43EgRLBNAuakc+rYBE0BNYvvp3RwTQCiSy7eZQBNA4GFylMA+E0CO2T/m6lITQP4f49F+JBNAKJLLt5lAE0BZX8JIWlgTQIHpIuhvDRNAA1rEj0tEE0D5uZAg8y0TQJ+43EgRLBNAZansAHJCE0AHdywoGlETQL1HGuAtORNAWV/CSFpYE0D5uZAg8y0TQC5oHpKzZhNA4GFylMA+E0BLs/FKUTcTQIIo2ym0MRNAYqu09MYeE0Cjn/fASCgTQOhBhlyNXxNAo5/3wEgoE0BJ9hffBhkTQNDtktdzNRNAFFb2mFdhE0D+H+PRfiQTQEuz8UpRNxNAjxPh26BLE0DoQYZcjV8TQOM/sRIbFxNACeELAYxWE0AUVvaYV2ETQLdwplkuFRNA/SmrUsJdE0CPE+HboEsTQLdwplkuFRNAUZkSHlIRE0CfuNxIESwTQOvCHsvMSRNAi42lJa0DE0Biq7T0xh4TQH2S1SUiRhNAB3csKBpRE0AHdywoGlETQO1eLoWVMxNAvF8Ts0ATE0C5qRz6tgETQAnhCwGMVhNAn7jcSBEsE0Drwh7LzEkTQJJp+YCYIhNAWV/CSFpYE0ADWsSPS0QTQEgTF5bmPBNA/h/j0X4kE0DQ7ZLXczUTQAd3LCgaURNAIYXVYCwqE0C9RxrgLTkTQA9DRei8VBNAS7PxSlE3E0AkI/QV1C8TQGKrtPTGHhNAIYXVYCwqE0DtXi6FlTMTQH2S1SUiRhNAVvADAJFvE0B9ktUlIkYTQBRW9phXYRNAjMdOFq8gE0CO2T/m6lITQOhBhlyNXxNA0O2S13M1E0Biq7T0xh4TQMgrJcAnWhNAD0NF6LxUE0CSafmAmCITQOhBhlyNXxNAjxPh26BLE0BW8AMAkW8TQDjGzJZITxNA/LQ4F81tE0DgCpC662QTQJJp+YCYIhNAfZLVJSJGE0DgCpC662QTQAnhCwGMVhNA6EGGXI1fE0BZX8JIWlgTQDYi25cJOxNAjxPh26BLE0AhhdVgLCoTQPF7kRjadBNAS2Q54kBqE0CqhwJ9FnMTQBeILFwGbBNAzExgMXZNE0BIExeW5jwTQEtkOeJAahNAF4gsXAZsE0B5YWQ/zYITQI7ZP+bqUhNAEIbkuCieE0B1WjLomnYTQH2S1SUiRhNAi9BjQRWZE0D4GwbP3I4TQP0pq1LCXRNAdVoy6Jp2E0AHdywoGlETQD5GaYMmjRNAIYXVYCwqE0B1WjLomnYTQDvmPYOYfRNAUz5EvLWJE0D8tDgXzW0TQMRXHEf9kxNAdVoy6Jp2E0Dkaik6/YcTQGtYB1FjlxNAqocCfRZzE0DBSwA7GnoTQD5GaYMmjRNAd1O3zdefE0DJ6AI1R5ITQBCG5LgonhNAkNGkhZGrE0CdEHmosJUTQHlhZD/NghNALmgekrNmE0Dpm1wthqETQLNwc/NaeBNALAd6RN3FE0A+RmmDJo0TQI5TKnrGmhNA+BsGz9yOE0Dpm1wthqETQMRXHEf9kxNAl2BU5Z3CE0DcF70W8s0TQCwHekTdxRNAyegCNUeSE0Dpm1wthqETQHdTt83XnxNAeZ6/veKkE0BrWAdRY5cTQMnoAjVHkhNAnRB5qLCVE0DQOxo4/cATQHdTt83XnxNAhJ6J44uwE0Dkaik6/YcTQMoMPfpDhhNAnRB5qLCVE0DEVxxH/ZMTQJDRpIWRqxNAyegCNUeSE0AXoJv3cboTQBxrpZA6qBNAPkZpgyaNE0CQ0aSFkasTQOrY4jU1shNA5GopOv2HE0AXoJv3cboTQOFjWV+SkBNA+WFz/YG1E0BNJnJcJ7cTQJdgVOWdwhNAGVQ+LSrRE0AuaEvueJwTQMikKK5V3BNAl2BU5Z3CE0Ddvsjw27MTQORqKTr9hxNAEIbkuCieE0B3FZsAj6YTQBCG5LgonhNAuTYmUBW8E0B3FZsAj6YTQBxrpZA6qBNAwsRp/1m/E0DEVxxH/ZMTQMRXHEf9kxNA+WFz/YG1E0Auf+v/Oq0TQNA7Gjj9wBNATTV9xzWjE0AQhuS4KJ4TQIvQY0EVmRNAF6Cb93G6E0CXYFTlncITQNA7Gjj9wBNA+WFz/YG1E0DKDD36Q4YTQE01fcc1oxNA57RzbuWpE0BNNX3HNaMTQDK/Uw7MuBNAwsRp/1m/E0AXoJv3cboTQCuKd/d7xxNA6tjiNTWyE0AsB3pE3cUTQAxboli/2hNA3b7I8NuzE0CXYFTlncITQAxboli/2hNAfZ7TvBbhE0AsB3pE3cUTQKdEPP23vRNAl2BU5Z3CE0AMW6JYv9oTQMikKK5V3BNAl2BU5Z3CE0CXYFTlncITQDK/Uw7MuBNALAd6RN3FE0CnRDz9t70TQBxrpZA6qBNArmqeyJDXE0B3FZsAj6YTQNA7Gjj9wBNADFuiWL/aE0BksrHJ464TQAceBFTE0hNAp0Q8/be9E0AuaEvueJwTQBxrpZA6qBNAXohG6T3EE0CKOCk6huoTQMLEaf9ZvxNARwPb3xvJE0AZVD4tKtETQHLnNyNk5xNArIrD1l3UE0DsBhqrp+0TQF6IRuk9xBNA0DsaOP3AE0Ckku5hj88TQCWOQ0O5yhNAfZ7TvBbhE0CnRDz9t70TQHLnNyNk5xNA1hqy4doHFEAZVD4tKtETQNA7Gjj9wBNApoX1H4X4E0By5zcjZOcTQAceBFTE0hNAyKQorlXcE0AHHgRUxNITQDK/Uw7MuBNAyhqqK9LlE0AHHgRUxNITQBliesU95BNAJHcBkzbvE0CsisPWXdQTQCR3AZM27xNAjnqQJxjsE0ANLDl99egTQOwGGqun7RNAe7/NkVLyE0DQX6/U+fYTQJDdv9/E8BNAGWJ6xT3kE0B7v82RUvITQJo6qJCq4hNAJHcBkzbvE0CKOCk6huoTQKaF9R+F+BNAGWJ6xT3kE0B7v82RUvITQNXv0LdfCRRA8FsQeDYAFEC/2TKqZwwUQHLnNyNk5xNAWvLbNiX9E0Ar4ZXwbfUTQAwErJkR+hNA/3f9s5v7E0BnlQJ0DTMUQIo4KTqG6hNAUC+gInQYFEC/2TKqZwwUQHpMoCNHAxRAfYNlCPEQFECQ3b/fxPATQNYasuHaBxRAGIthufIZFECmhfUfhfgTQFry2zYl/RNAz7Ayc+HzE0BLttXdbB4UQGbmrfLvHBRAyhqqK9LlE0D+8X5Jgt8TQFry2zYl/RNAQ8W3/PQWFEBLttXdbB4UQFAvoCJ0GBRA7qh8m8koFECuMAa8XCQUQPBbEHg2ABRAP7VUx+oNFECR+8ZvchIUQK6GbjeqLhRAUC+gInQYFEDCiN1+9jUUQOz1EwxlIRRAZ5UCdA0zFEDs9RMMZSEUQEPFt/z0FhRAroZuN6ouFEBnlQJ0DTMUQE1pfzvpHxRAkWVa10MqFECuhm43qi4UQGeVAnQNMxRA7qh8m8koFEChgXHWuysUQAyPMj2CNBRAekygI0cDFEC1w3uJ+EIUQLH4jukYQBRAuKx6X0tYFEAMjzI9gjQUQFX3g0SzSBRA2kOZOmlEFEBISozaslkUQPJ9+cNFRxRAVQvp5zxRFEACYSq3fGMUQPAEh87QTxRA8ASHztBPFEC4rHpfS1gUQENv5t6mUhRAaq2L7MM7FECUbaIlaXUUQL8ZBU+kgRRACqz0VoBcFEAsnon1510UQKuYUw0XYhRA2is9Ich2FED0ASNjjksUQCyeifXnXRRAHvf/IQhpFEDwoDEdTnEUQKjwnseVfRRACqz0VoBcFEC4rHpfS1gUQPAEh87QTxRAHvf/IQhpFECj5IViQ2YUQJ2LMOxamBRAEq3VafB+FEAe9/8hCGkUQBKt1WnwfhRAVQvp5zxRFECCx1dd+kwUQMArQu2schRAvxkFT6SBFECWz1gxCIcUQKPkhWJDZhRAVm5MRQt0FEDaKz0hyHYUQIQEycoIlxRABZEvjYF5FEDl604IZpAUQAWRL42BeRRAhQkgfUitFEA23xtcupEUQOXrTghmkBRANt8bXLqRFECfpkBDEY8UQOWUP52gnRRAs2rQUxeoFEAY8SRKsIUUQAW+a2X/mhRAEq3VafB+FECfpkBDEY8UQICv8j4OkxRAEcWjdXulFEAW3ag4UJwUQL8ZBU+kgRRAioB4k/CeFEAo+X5K4GQUQBKt1WnwfhRASOrXvg6LFEARxaN1e6UUQDTdefAEtRRA5etOCGaQFEA23xtcupEUQKIQSFvKphRAnbg8W5OuFEBI6te+DosUQJVq+DP9qxRAGPEkSrCFFEDkgAYmvLMUQOSABia8sxRAnYsw7FqYFEBC66eShMAUQOi1Xg8PwxRAohBIW8qmFEAOIGL4UsQUQKLpb04cyBRAohBIW8qmFEAoXWnXJ7EUQCokvdRi6BRAohBIW8qmFECVavgz/asUQOKOwACwqhRAeUcfuJChFEBtiDbgY6kUQPXyjknJwRRAnbg8W5OuFECvPcbdZdMUQKLpb04cyBRACo6Tzt2vFEDz/ZtnwfsUQAMPBjZU3RRADUSql9nGFEAoXWnXJ7EUQJABEeyP3hRArh3TIirnFED6GxUTYMkUQDb8eiJ67hRAnbg8W5OuFECj0vk0bLsUQHpbTxHx5RRA+iVXMkLiFECj0vk0bLsUQA4gYvhSxBRAo9L5NGy7FED6GxUTYMkUQGg5fVFNthRAad1Jw5a3FEBOcxB7lsUUQA1EqpfZxhRAad1Jw5a3FECiEEhbyqYUQCWdTu/5vRRAo1KodD+/FEBC66eShMAUQNa0R55BoBRACo6Tzt2vFEDijsAAsKoUQKNSqHQ/vxRAwBPrgrqNFEAU84WjLaQUQBCHcWTfohRA5etOCGaQFEBj1RWerJkUQGndScOWtxRACo6Tzt2vFECdizDsWpgUQH+DlTm2lRRAQFnf8XKyFEDWtEeeQaAUQKNSqHQ/vxRAhQkgfUitFEDijsAAsKoUQOWUP52gnRRAs2rQUxeoFECEBMnKCJcUQIt+SjG4iRRAEIdxZN+iFEC/GQVPpIEUQICv8j4OkxRAls9YMQiHFEDQxlmR3XoUQDbfG1y6kRRAFnw+j8xrFECG5tKBsmAUQAWRL42BeRRAvxkFT6SBFECKgHiT8J4UQBKt1WnwfhRA+4mU/6VnFEBWbkxFC3QUQAWRL42BeRRAlG2iJWl1FEDijsAAsKoUQJ90yNTubxRAvxkFT6SBFEDaKz0hyHYUQDsOL0MtbRRAf4OVObaVFEAJ40rvV4QUQJbPWDEIhxRAEq3VafB+FEBWbkxFC3QUQLCTzX2NbhRACeNK71eEFEAQh3Fk36IUQJj889lkjBRABb5rZf+aFEDWtEeeQaAUQL8ZBU+kgRRAhATJygiXFECY/PPZZIwUQJ90yNTubxRACcN8IP+CFEDijsAAsKoUQFUL6ec8URRAY9UVnqyZFEBiDv8wYYgUQGAtqGFrahRAvxkFT6SBFEC1Akw4Y5QUQJbPWDEIhxRAVm5MRQt0FECfdMjU7m8UQOXrTghmkBRAEq3VafB+FECEBMnKCJcUQGPVFZ6smRRAJUWWEiV4FEAY8SRKsIUUQBTzhaMtpBRAFPOFoy2kFECAr/I+DpMUQNa0R55BoBRAls9YMQiHFEA23xtcupEUQGPVFZ6smRRAbYg24GOpFECfdMjU7m8UQBZ8Po/MaxRA8KAxHU5xFEAlRZYSJXgUQKZa3ZZKgBRAtQJMOGOUFEC/GQVPpIEUQCVFlhIleBRAY9UVnqyZFECdizDsWpgUQLCTzX2NbhRAioB4k/CeFECY/PPZZIwUQL8ZBU+kgRRAYC2oYWtqFECG5tKBsmAUQL8ZBU+kgRRAOw4vQy1tFEDAE+uCuo0UQPuJlP+lZxRAsJPNfY1uFEBISozaslkUQJ+mQEMRjxRAo+SFYkNmFECo8J7HlX0UQPQBI2OOSxRAgsdXXfpMFECCx1dd+kwUQLisel9LWBRAwW7KwNdFFEAFvmtl/5oUQNorPSHIdhRASEqM2rJZFECt4upNeVUUQBKt1WnwfhRALJ6J9eddFECUbaIlaXUUQMArQu2schRAq5hTDRdiFEAsnon1510UQJ+mQEMRjxRAyoqX1xlbFEDAK0LtrHIUQMqKl9cZWxRAnYsw7FqYFEB/g5U5tpUUQJVq+DP9qxRAo9L5NGy7FED6U/4mzRUVQEnpeO1tcRVAhriCYBnXFUDYgYfwcqgWQH8yh/JMhhdA7+L6l1ZtGEDWTsHCewMZQDZB7pBRWhlA0n7CvyH7GEDlqE0SDScYQFyUM6N5/BZADjVyNzz7FUAmxpnRmWUVQLng1Yby9hRAQuunkoTAFECduDxbk64UQJbPWDEIhxRACcN8IP+CFECKgHiT8J4UQCyeifXnXRRAplrdlkqAFEAFkS+NgXkUQAWRL42BeRRA8KAxHU5xFEAsnon1510UQPuJlP+lZxRA7qh8m8koFEDwoDEdTnEUQAqs9FaAXBRAyoqX1xlbFECrmFMNF2IUQDpS7RjfOBRAgsdXXfpMFED7iZT/pWcUQPCgMR1OcRRAqPCex5V9FEDaKz0hyHYUQLCTzX2NbhRAbYg24GOpFEAJ40rvV4QUQIqAeJPwnhRA5ZQ/naCdFECdizDsWpgUQLNq0FMXqBRAn6ZAQxGPFECj0vk0bLsUQIQEycoIlxRAn6ZAQxGPFEB/g5U5tpUUQLNq0FMXqBRAioB4k/CeFEAY8SRKsIUUQJVq+DP9qxRA5ZQ/naCdFECY/PPZZIwUQJ2LMOxamBRAs2rQUxeoFEB5Rx+4kKEUQAQBx34i1xRAQkHmHmDYFEBC66eShMAUQP5MRYqyvBRAQuunkoTAFEBj1RWerJkUQKNSqHQ/vxRAbYg24GOpFECVavgz/asUQJj889lkjBRA0MZZkd16FECLfkoxuIkUQL8ZBU+kgRRAOw4vQy1tFEAFkS+NgXkUQKuYUw0XYhRAhubSgbJgFEDD1wF6TV8UQDwXCmbjVhRAgsdXXfpMFEAWfD6PzGsUQAtl24ZQJxRAwW7KwNdFFECudK83Nz0UQMKI3X72NRRA2kOZOmlEFEAMjzI9gjQUQC8/u8VROhRAroZuN6ouFECudK83Nz0UQC8/u8VROhRA7qh8m8koFECCx1dd+kwUQE1pfzvpHxRAkWVa10MqFEC1w3uJ+EIUQHQalPuIQRRALz+7xVE6FEDCiN1+9jUUQKGBcda7KxRAgsdXXfpMFEAsnon1510UQL/ZMqpnDBRAxExg5yFKFEAY5qtLMy0UQGRCDVOoPhRAaq2L7MM7FEDBbsrA10UUQAtl24ZQJxRADI8yPYI0FECj5IViQ2YUQMKI3X72NRRAL5Za1mVOFEC4rHpfS1gUQC8/u8VROhRAkWVa10MqFECRZVrXQyoUQPTL6iKYMRRALz+7xVE6FEALZduGUCcUQMKI3X72NRRAwojdfvY1FEC1w3uJ+EIUQGRCDVOoPhRADI8yPYI0FEC4rHpfS1gUQBjmq0szLRRAZuat8u8cFECudK83Nz0UQLXDe4n4QhRAKPl+SuBkFEA6Uu0Y3zgUQK50rzc3PRRAkWVa10MqFEDyffnDRUcUQGbmrfLvHBRAkWVa10MqFEAoYwQF4iIUQPQBI2OOSxRAL5Za1mVOFEB4+LT6vwEUQOz1EwxlIRRAv9kyqmcMFED0y+oimDEUQChjBAXiIhRAP7VUx+oNFEChgXHWuysUQAqs9FaAXBRAZ5UCdA0zFECuhm43qi4UQLH4jukYQBRAroZuN6ouFEBm5q3y7xwUQFUL6ec8URRAnfaHSSIwFEALZduGUCcUQLdVvw9vDxRAKGMEBeIiFEBnlQJ0DTMUQFAvoCJ0GBRAegQ9R3UVFEDBbsrA10UUQChjBAXiIhRAfYNlCPEQFEAvP7vFUToUQJ32h0kiMBRAnfaHSSIwFEBqrYvswzsUQJ32h0kiMBRAtcN7ifhCFECudK83Nz0UQGeVAnQNMxRAoYFx1rsrFEC4rHpfS1gUQMKI3X72NRRAVfeDRLNIFEDuqHybySgUQBjmq0szLRRAgsdXXfpMFEACYSq3fGMUQEu21d1sHhRAnfaHSSIwFEB6BD1HdRUUQMKI3X72NRRAgsdXXfpMFEA6Uu0Y3zgUQK4wBrxcJBRAZEINU6g+FEB0GpT7iEEUQLH4jukYQBRAdBqU+4hBFEBV94NEs0gUQE1pfzvpHxRAq5hTDRdiFEDBbsrA10UUQLCTzX2NbhRASEqM2rJZFEBkQg1TqD4UQPQBI2OOSxRACqz0VoBcFEBISozaslkUQDsOL0MtbRRAw9cBek1fFEDKipfXGVsUQPJ9+cNFRxRAQ2/m3qZSFEBISozaslkUQAJhKrd8YxRAHvf/IQhpFEBWbkxFC3QUQPuJlP+lZxRAk7Tprzp8FEA7Di9DLW0UQJbPWDEIhxRAKPl+SuBkFECwk819jW4UQFZuTEULdBRAf4OVObaVFECLfkoxuIkUQFZuTEULdBRAYC2oYWtqFECFCSB9SK0UQMAT64K6jRRAGPEkSrCFFEAoXWnXJ7EUQOXrTghmkBRAf4OVObaVFEAJw3wg/4IUQLNq0FMXqBRAqPCex5V9FEB5Rx+4kKEUQBCHcWTfohRAs2rQUxeoFEDkgAYmvLMUQAnjSu9XhBRAhQkgfUitFEBoOX1RTbYUQOi1Xg8PwxRANNKNdyW6FEAlnU7v+b0UQP5MRYqyvBRAoulvThzIFEBV514WptQUQDTSjXcluhRAQuunkoTAFEBp3UnDlrcUQP5MRYqyvBRAkAER7I/eFEChMdKE48sUQCokvdRi6BRAoulvThzIFEBVp7GfB+EUQG+3UaYkzRRAb7dRpiTNFEBAWd/xcrIUQAfARyeb6RRAVaexnwfhFECVavgz/asUQOi1Xg8PwxRA6lb3n7fkFED6GxUTYMkUQJZl0DeI9BRACPsysSbSFEAofznKntkUQAMPBjZU3RRADUSql9nGFEAI+zKxJtIUQI7a1z++9RRArBQhcSb4FEC54NWG8vYUQAJ1u8BX/xRAWC1iw/APFUA10Ml3yjwVQPpT/ibNFRVAjEfPXyIYFUC+MXljCSYVQEpfb/niJBVANdDJd8o8FUB1zAaneikVQFOclBt6MRVA+lP+Js0VFUBf0whBGx8VQMPyHUWKOhVAt77tXd5GFUDnIZHWxSsVQL4xeWMJJhVA9L1rsClAFUDv3oPEQFUVQDx6FDpVKBVAiA/5K/NRFUDl57cX6j0VQIgP+SvzURVAoTCyOLtaFUAx3a6gJ1QVQA5Fl2VJbxVA9P5m0aNEFUBEDeTiWmIVQM2sCUhjghVA6+v71g98FUCJa0Z+G5QVQNFC20M0lxVAAWFRPR59FUDJTZ1MEmwVQNFC20M0lxVAnktYOWOeFUC0tptCpbEVQAN+juGlshVAd7m/Aqe2FUBBlxkni8QVQPfw+1l/xxVAYmrTdZz1FUBOhGMWTPoVQGJq03Wc9RVAJHHR2fkVFkCAdT/0OiYWQL42o6mJIxZAhpBIwc8xFkBRxc8ysjIWQESxWEE1VxZABx5wVYFrFkCLbVG873wWQElpfsHwnhZAeLCDH7LDFkDYlWBarNAWQAXVdgF93RZAMMXYIw4NF0DADje9whIXQEwmGzGCLxdABxNgV9FMF0Cp7Z86An4XQAubAUt/qhdACj9r9v3hF0A6lGJs0gQYQML1zIVHOBhAFodPAWVyGEDRQdIIGrgYQE6um76Q6xhAQN6JYvE8GUCRPOIhso0ZQFzPSQm92xlAHriwzHQtGkDjr2S4e6caQIx3WImKIxtACezzSY+WG0D2DbmB/DUcQLbLo6q83BxAW3E0b7awHUD54xT/oZMeQLgIxetxph9A4TQU/L1YIEAlnRYjZOEgQDoIPuIBaSFAmY1jADTkIUC5v882u0IiQJ3CtzpffCJA15VUNvCIIkCtM4WkwFciQCYcWYwd/SFAeJ+ZvCmGIUAsREXMXgohQLdinORDqSBAdcG9Jt90IEASrheQ/nYgQEO4bEm5oiBAZvh+bEThIEDPyPdsLyYhQK4HrrY5VSFAObcudJJnIUBzcFG5Q00hQDECR5QeCCFAEToWHiSjIEAK9+gCXh4gQIl2wMmcKh9AKqCIpnouHkC2i3DORisdQKnaVF+IYRxArGrovXqXG0C7OrrPg/kaQKvj2JaHWxpADW6nB2XhGUCBU/3uelUZQGimeb6n/hhAbgQ3M26bGEBGekqx/zMYQJT6LJtiBRhA0xi0IqezF0DbrSIqjpMXQJm2kh99TRdA/7WpIKALF0BclDOjefwWQLoy1sv44RZABdV2AX3dFkCpQJJEbtEWQDGHnSzGtRZAirBem7HlFkCe52GPVEEXQKntnzoCfhdAdrEeklXdF0AM196QmyEYQNJNNtDSVxhAXPODuWk6GEBC1sHIaPAXQIdJfvFOaRdATED37egKF0BqN24OgFUWQCGQUYqevRVAfGREp+2OFUCI/kWUdxoVQLwyQZHCDhVArz3G3WXTFEA8w75R3rgUQIQEycoIlxRAwCtC7axyFECLfkoxuIkUQPuJlP+lZxRA8KAxHU5xFEDKipfXGVsUQFX3g0SzSBRAt1W/D28PFEBkQg1TqD4UQEu21d1sHhRAe7/NkVLyE0DWGrLh2gcUQHj4tPq/ARRApoX1H4X4E0Bd7lBG8xMUQDcKUbZTBhRA0F+v1Pn2E0C/2TKqZwwUQI56kCcY7BNAopb/tfbVE0AljkNDucoTQKSS7mGPzxNAkN2/38TwE0AljkNDucoTQOrY4jU1shNALAd6RN3FE0DntHNu5akTQPlhc/2BtRNATTV9xzWjE0DCxGn/Wb8TQOrY4jU1shNA+BsGz9yOE0D8tDgXzW0TQJdgVOWdwhNAkNGkhZGrE0COUyp6xpoTQMoMPfpDhhNAjlMqesaaE0BW8AMAkW8TQEtkOeJAahNASZiDv9h7E0DMTGAxdk0TQFM+RLy1iRNAzExgMXZNE0BZX8JIWlgTQEuz8UpRNxNAOMbMlkhPE0AkI/QV1C8TQJ+43EgRLBNAJCP0FdQvE0BZX8JIWlgTQGKrtPTGHhNANiLblwk7E0DQ7ZLXczUTQKOf98BIKBNAo5/3wEgoE0Biq7T0xh4TQH2S1SUiRhNAn7jcSBEsE0C9RxrgLTkTQBRW9phXYRNAYO2yCCFjE0Bg7bIIIWMTQDjGzJZITxNAS2Q54kBqE0DMTGAxdk0TQD5GaYMmjRNAeZ6/veKkE0AXoJv3cboTQH2DZQjxEBRALJ6J9eddFEAOIGL4UsQUQMPyHUWKOhVA5u6HpUqaFUDJ1ISFdckVQDGEjxWQcxVANuzm3awHFUAJw3wg/4IUQEu21d1sHhRA6tjiNTWyE0AQhuS4KJ4TQP0pq1LCXRNAKSQH5PdHE0DKDD36Q4YTQHWBtyFUcRNAYO2yCCFjE0AJ4QsBjFYTQAnhCwGMVhNAKSQH5PdHE0Aoksu3mUATQCQj9BXULxNAjxPh26BLE0BRmRIeUhETQDjGzJZITxNAOMbMlkhPE0BJ9hffBhkTQEgTF5bmPBNAo5/3wEgoE0CPE+HboEsTQPm5kCDzLRNAkmn5gJgiE0CCKNsptDETQIIo2ym0MRNAS7PxSlE3E0CSafmAmCITQIuNpSWtAxNAuakc+rYBE0A2ItuXCTsTQCGF1WAsKhNAUZkSHlIRE0CCKNsptDETQPm5kCDzLRNAkmn5gJgiE0D5uZAg8y0TQNDtktdzNRNAvUca4C05E0ApJAfk90cTQGKrtPTGHhNA0O2S13M1E0AhhdVgLCoTQO1eLoWVMxNAgeki6G8NE0CSafmAmCITQCiSy7eZQBNAgijbKbQxE0CB6SLobw0TQFGZEh5SERNAkdZD9fMaE0Aoksu3mUATQLmpHPq2ARNAvF8Ts0ATE0Biq7T0xh4TQLdwplkuFRNAvF8Ts0ATE0C8XxOzQBMTQO1eLoWVMxNA+7UmANzzEkCO2T/m6lITQDYi25cJOxNAt3CmWS4VE0C8XxOzQBMTQKOf98BIKBNAyXlEPGQmE0CfuNxIESwTQM2b3wff7RJAi42lJa0DE0C7IktkzPsSQJDN91bS+RJATWL76d0cE0DWte9n9FsTQNDtktdzNRNAjMdOFq8gE0A2ItuXCTsTQE1i++ndHBNAffdFnJYHE0CfuNxIESwTQIHpIuhvDRNADqFUgX4LE0BRmRIeUhETQGKrtPTGHhNAgeki6G8NE0CQzfdW0vkSQPm5kCDzLRNAZansAHJCE0BRmRIeUhETQPm5kCDzLRNA5Kh0KIwJE0DMTGAxdk0TQJ+43EgRLBNAfZLVJSJGE0DgYXKUwD4TQJHWQ/XzGhNADqFUgX4LE0CX4YwB3vESQLdwplkuFRNAi42lJa0DE0BIExeW5jwTQEn2F98GGRNA4z+xEhsXE0Drwh7LzEkTQIErPwHZ9RJAvF8Ts0ATE0BRmRIeUhETQE1i++ndHBNAIYXVYCwqE0C3cKZZLhUTQOSodCiMCRNA4z+xEhsXE0ApJAfk90cTQCGF1WAsKhNAyXlEPGQmE0D5uZAg8y0TQPu1JgDc8xJAjqEDeMX9EkBRmRIeUhETQJDN91bS+RJALcHPU8vjEkCSafmAmCITQOM/sRIbFxNAUZkSHlIRE0C5qRz6tgETQLsiS2TM+xJATWL76d0cE0DJeUQ8ZCYTQLdwplkuFRNAYqu09MYeE0DjP7ESGxcTQIzHThavIBNAvF8Ts0ATE0CZT7xCxeESQOEP19e//xJAl+GMAd7xEkAarXQE3+8SQH33RZyWBxNA4z+xEhsXE0Atwc9Ty+MSQI9lKuiavBJA09aqutvrEkCfuNxIESwTQEn2F98GGRNA09aqutvrEkAOoVSBfgsTQOM/sRIbFxNAffdFnJYHE0C3cKZZLhUTQFGZEh5SERNA09aqutvrEkAarXQE3+8SQO9EY1uiBRNA/h/j0X4kE0DkqHQojAkTQOEP19e//xJAWHMST9f3EkDhD9fXv/8SQBqtdATf7xJAWHMST9f3EkBRmRIeUhETQJHWQ/XzGhNAffdFnJYHE0CZPZrjrNsSQDcO/Vag2RJA09aqutvrEkABFqx5JskSQDoV8brZ6RJASjAgVxDHEkC5qRz6tgETQLdwplkuFRNAGq10BN/vEkAarXQE3+8SQPu1JgDc8xJAkM33VtL5EkBTtph4e9MSQC7HK7Rq0RJALcHPU8vjEkABFqx5JskSQM2b3wff7RJAl+GMAd7xEkB6g/Gy0uUSQN3PQvDIrRJAOhXxutnpEkAny1fPiNUSQJF2c4T7xBJAGq10BN/vEkAarXQE3+8SQEMjrQu23RJA+7UmANzzEkB9w4iczsASQNsz3CI5yxJAk2Xwk1ynEkDbM9wiOcsSQEtrAfXprxJAZZ0dGZXXEkD3iOoXAncSQI9lKuiavBJA8rleUqSrEkAHxgSDkpwSQC7GRNgJshJAMUaauUrNEkDyuV5SpKsSQMeVLxq0vhJA8rleUqSrEkDimzY125MSQJNl8JNcpxJAkTRCgqWGEkDE+fyKRI0SQC3Bz1PL4xJAvWMTB0F5EkDwFJy/EIsSQIWrPuXBdBJAsli6RFpSEkAXIeaZamkSQJso6x2NYhJAmyjrHY1iEkCFqz7lwXQSQFXU+pxUSxJA94jqFwJ3EkA2O1Azn0YSQPikB37kQRJADAze5yFnEkCFdRWbwToSQPikB37kQRJAoCbo3ykxEkCFdRWbwToSQLJYukRaUhJAhXUVm8E6EkD+zvC8miISQIM8e9pcBxJAKFO7HcgYEkB+kmtU2QQSQKJ//xlG/RFApCU0aFoREkCgJujfKTESQJDO7giFPxJAP6v7ml4MEkBPwEZ68+0RQDEqXYLvwxFAVoCLI90OEkB0aKe+TxYSQCRiOvc+GxJAT8BGevPtEUDKI1SDVAISQEmP/YiF8BFA15q5YQHhEUAiiErAxagRQNMvMTs05hFANRt3zijZEUDj0uDZ5NMRQDUbd84o2RFAU8uk8B6YEUBlnaYCe6ARQKLy7cicxhFARIB4/TGHEUDBnl1lQKMRQLdtizGgfhFAYPtbbIWrEUDUZfYJKLkRQGWdpgJ7oBFA77Icnt94EUDULSuzs50RQCkH8z+PvhFAU8uk8B6YEUAtkKSsgpIRQC0iLDZDrhFAwZ5dZUCjEUD+W26UsY8RQDEqXYLvwxFA2oADfohhEUCC95or3owRQNqAA36IYRFAeMVFW51bEUBlnaYCe6ARQGWdpgJ7oBFAlWeCjty7EUD+W26UsY8RQEwr3wSUXhFAwfB0ylGVEUBxF/ndA6YRQCb2rEryyxFA/AoOuRZzEUBxF/ndA6YRQHEX+d0DphFAlWeCjty7EUBLgfYVCYoRQNRl9gkouRFA/ltulLGPEUDvshye33gRQG09TiD/sBFAZZ2mAnugEUD294jwwHsRQEuB9hUJihFAYPtbbIWrEUDBnl1lQKMRQP5bbpSxjxFA77Icnt94EUC72zx06poRQPiXPPzxyxFAbT1OIP+wEUAtIiw2Q64RQBLv/Myb4xFA6xUYRkjJEUDTLzE7NOYRQG09TiD/sBFAcrZpIKT1EUCVZ4KO3LsRQHEX+d0DphFAMSpdgu/DEUCzsyeLh9YRQHwZ9DuazhFA77Icnt94EUBfidWvcbYRQGD7W2yFqxFAEu/8zJvjEUDKI1SDVAISQD/yrA9g6xFAIohKwMWoEUD4lzz88csRQEa96WpA0RFAP/KsD2DrEUASx0PfWIQRQNeauWEB4RFA0y8xOzTmEUAQLDEbzv8RQE/ARnrz7RFAT8BGevPtEUAxKl2C78MRQHK2aSCk9RFAEiVgphXzEUBWgIsj3Q4SQMbu/29AwRFA0y8xOzTmEUAm9qxK8ssRQPRLHNjVExJAKQfzP4++EUBPwEZ68+0RQKLy7cicxhFAon//GUb9EUAoU7sdyBgSQFaAiyPdDhJAgzx72lwHEkB+kmtU2QQSQCRiOvc+GxJAKFO7HcgYEkAkYjr3PhsSQEmP/YiF8BFAyiNUg1QCEkBAl5qLQkQSQGPgbpW0HRJAeqdHg94JEkDXmrlhAeERQCRiOvc+GxJA49Lg2eTTEUBj4G6VtB0SQA2dL+VdOBJAmb+nd1UsEkAQLDEbzv8RQKQlNGhaERJAMSpdgu/DEUCkJTRoWhESQIneY2bALhJApCU0aFoREkBeHrh9vPoRQBAsMRvO/xFAoCbo3ykxEkCif/8ZRv0RQP7O8LyaIhJAgzx72lwHEkCs44KSCyUSQJm/p3dVLBJAmb+nd1UsEkB+kmtU2QQSQERQxhytTRJA/s7wvJoiEkCgJujfKTESQHRop75PFhJAY+BulbQdEkAoU7sdyBgSQBhg0j8/GxJArOOCkgslEkCs44KSCyUSQFaAiyPdDhJAYHFd+8roEUCJ3mNmwC4SQBIlYKYV8xFADfk5PQRQEkA/q/uaXgwSQD+r+5peDBJApCU0aFoREkB6p0eD3gkSQChTux3IGBJAJGI69z4bEkAoU7sdyBgSQL3Hh9/4fxJAVdT6nFRLEkCkJTRoWhESQKAm6N8pMRJAeqdHg94JEkA2O1Azn0YSQJDO7giFPxJAVdT6nFRLEkCs44KSCyUSQPikB37kQRJAeqdHg94JEkCDPHvaXAcSQHRop75PFhJA+KQHfuRBEkBOHiKrrlQSQJDO7giFPxJAKmTZLJIzEkBV1PqcVEsSQDY7UDOfRhJAKFO7HcgYEkAYYNI/PxsSQPCN7xHpKRJASQQxaSggEkAqZNkskjMSQJzWQgz3bRJARFDGHK1NEkBEUMYcrU0SQFXU+pxUSxJAmyjrHY1iEkCQzu4IhT8SQA2dL+VdOBJADZ0v5V04EkBOHiKrrlQSQBz7uw7zXRJACpM1xaNbEkD3iOoXAncSQBZVtbuxaxJAmTnPaVNZEkCFqz7lwXQSQLJYukRaUhJAt42JEztwEkAc+7sO810SQFXU+pxUSxJAwqODfmuEEkCFqz7lwXQSQIneY2bALhJAkTRCgqWGEkCQzu4IhT8SQFVKzfs2pRJAFlW1u7FrEkDg3soq2GQSQPGcRisiZxJAaPxHzTKCEkBBAX0Iq5ESQL3Hh9/4fxJALsZE2AmyEkAF1iW924gSQEEBfQirkRJABdYlvduIEkD3iOoXAncSQJzWQgz3bRJA",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 8",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
},
{
"mode": "lines",
"name": "xyyx 9",
"type": "scatter",
"x": {
"bdata": "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",
"dtype": "f8"
},
"y": {
"bdata": "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",
"dtype": "f8"
}
}
],
"layout": {
"height": 1080,
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "#2a3f5f"
},
"error_y": {
"color": "#2a3f5f"
},
"marker": {
"line": {
"color": "#E5ECF6",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "#E5ECF6",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "#2a3f5f",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "#2a3f5f"
},
"baxis": {
"endlinecolor": "#2a3f5f",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "#2a3f5f"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1,
"#f0f921"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1,
"#f0f921"
]
],
"type": "heatmap"
}
],
"histogram": [
{
"marker": {
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1,
"#f0f921"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1,
"#f0f921"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"fillpattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattergl"
}
],
"scattermap": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattermap"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1,
"#f0f921"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "#EBF0F8"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "#C8D4E3"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowcolor": "#2a3f5f",
"arrowhead": 0,
"arrowwidth": 1
},
"autotypenumbers": "strict",
"coloraxis": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"colorscale": {
"diverging": [
[
0,
"#8e0152"
],
[
0.1,
"#c51b7d"
],
[
0.2,
"#de77ae"
],
[
0.3,
"#f1b6da"
],
[
0.4,
"#fde0ef"
],
[
0.5,
"#f7f7f7"
],
[
0.6,
"#e6f5d0"
],
[
0.7,
"#b8e186"
],
[
0.8,
"#7fbc41"
],
[
0.9,
"#4d9221"
],
[
1,
"#276419"
]
],
"sequential": [
[
0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1,
"#f0f921"
]
],
"sequentialminus": [
[
0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1,
"#f0f921"
]
]
},
"colorway": [
"#636efa",
"#EF553B",
"#00cc96",
"#ab63fa",
"#FFA15A",
"#19d3f3",
"#FF6692",
"#B6E880",
"#FF97FF",
"#FECB52"
],
"font": {
"color": "#2a3f5f"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "#E5ECF6",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "#E5ECF6",
"polar": {
"angularaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"radialaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"scene": {
"xaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"yaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"zaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
}
},
"shapedefaults": {
"line": {
"color": "#2a3f5f"
}
},
"ternary": {
"aaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"baxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"caxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
},
"yaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
}
}
},
"width": 1920
}
}
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = go.Figure()\n",
"for polarization in polarizations:\n",
" for site in range(10):\n",
" fig.add_trace(go.Scatter(x=x[polarization][site], y=np.log(y[polarization][site]), mode='lines', name=f'{polarization} {site}'))\n",
"fig.update_layout(width=1920, height=1080)\n",
"fig.show()"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "f3f94468",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"E21 zxxz 0 195.500 798.656\n",
"E21 zxxz 1 195.524 839.512\n",
"E21 zxxz 2 195.517 821.449\n",
"E21 zxxz 3 195.533 799.317\n",
"E21 zxxz 4 195.501 837.939\n",
"E21 zxxz 5 195.531 823.982\n",
"E21 zxxz 6 195.495 877.293\n",
"E21 zxxz 7 195.535 843.284\n",
"E21 zxxz 8 195.504 820.165\n",
"E21 zxxz 9 195.471 815.140\n",
"E21 zxyz 0 195.641 372.784\n",
"E21 zxyz 1 195.470 374.286\n",
"E21 zxyz 2 195.672 340.800\n",
"E21 zxyz 3 195.689 341.793\n",
"E21 zxyz 4 195.551 374.045\n",
"E21 zxyz 5 195.481 354.208\n",
"E21 zxyz 6 195.707 345.555\n",
"E21 zxyz 7 195.585 354.527\n",
"E21 zxyz 8 195.383 371.483\n",
"E21 zxyz 9 195.644 346.481\n",
"E21 zyyz 0 195.504 616.736\n",
"E21 zyyz 1 195.473 640.225\n",
"E21 zyyz 2 195.499 645.104\n",
"E21 zyyz 3 195.529 640.269\n",
"E21 zyyz 4 195.438 601.469\n",
"E21 zyyz 5 195.465 603.760\n",
"E21 zyyz 6 195.454 654.773\n",
"E21 zyyz 7 195.542 664.508\n",
"E21 zyyz 8 195.415 667.407\n",
"E21 zyyz 9 195.490 697.614\n",
"E21 xyyx 0 195.824 295.250\n",
"E21 xyyx 1 195.825 395.457\n",
"E21 xyyx 2 195.793 335.752\n",
"E21 xyyx 3 195.869 345.481\n",
"E21 xyyx 4 195.841 295.290\n",
"E21 xyyx 5 195.842 310.833\n",
"E21 xyyx 6 195.871 347.354\n",
"E21 xyyx 7 195.820 370.731\n",
"E21 xyyx 8 195.758 367.354\n",
"E21 xyyx 9 195.848 310.219\n",
"E21 zxxz 195.511 0.020 827.674 22.053\n",
"E21 zxyz 195.582 0.103 357.596 13.394\n",
"E21 zyyz 195.481 0.038 643.186 28.554\n",
"E21 xyyx 195.829 0.032 337.372 32.466\n"
]
}
],
"source": [
"E21_shift = {p: [None for _ in range(10)] for p in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]}\n",
"E21_int = {p: [None for _ in range(10)] for p in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]}\n",
"for polarization in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]:\n",
" for site in range(10):\n",
" this_x = np.array(x[polarization][site])\n",
" this_y = np.array(y[polarization][site])\n",
" popt = fitting_peek(this_x, this_y, fitting_range[1], lorentzian, fitting_init_parameter[1], fitting_bound[1])\n",
" E21_shift[polarization][site] = popt[1]\n",
" E21_int[polarization][site] = np.abs(popt[0] * popt[2] * np.pi)\n",
" print(f'E21 {polarization} {site} {E21_shift[polarization][site]:.3f} {E21_int[polarization][site]:.3f}')\n",
"for polarization in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]:\n",
" print(f'E21 {polarization} {np.mean(E21_shift[polarization]):.3f} {np.std(E21_shift[polarization]):.3f} {np.mean(E21_int[polarization]):.3f} {np.std(E21_int[polarization]):.3f}')"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "c20cd317",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"E22 zxxz 0 203.346 6765.509\n",
"E22 zxxz 1 203.373 6703.718\n",
"E22 zxxz 2 203.376 6902.376\n",
"E22 zxxz 3 203.354 6901.461\n",
"E22 zxxz 4 203.368 6953.080\n",
"E22 zxxz 5 203.349 6891.040\n",
"E22 zxxz 6 203.346 6986.490\n",
"E22 zxxz 7 203.390 6874.598\n",
"E22 zxxz 8 203.358 6825.766\n",
"E22 zxxz 9 203.332 6800.441\n",
"E22 zxyz 0 203.449 3079.127\n",
"E22 zxyz 1 203.315 3015.240\n",
"E22 zxyz 2 203.536 2921.872\n",
"E22 zxyz 3 203.528 2945.974\n",
"E22 zxyz 4 203.433 2934.898\n",
"E22 zxyz 5 203.349 2936.213\n",
"E22 zxyz 6 203.606 2910.812\n",
"E22 zxyz 7 203.397 2900.225\n",
"E22 zxyz 8 203.275 2891.508\n",
"E22 zxyz 9 203.519 2915.100\n",
"E22 zyyz 0 203.328 5361.233\n",
"E22 zyyz 1 203.303 5484.523\n",
"E22 zyyz 2 203.320 5565.335\n",
"E22 zyyz 3 203.304 5441.603\n",
"E22 zyyz 4 203.301 5275.121\n",
"E22 zyyz 5 203.307 5323.722\n",
"E22 zyyz 6 203.283 5369.945\n",
"E22 zyyz 7 203.328 5308.484\n",
"E22 zyyz 8 203.293 5384.496\n",
"E22 zyyz 9 203.297 5572.402\n",
"E22 xyyx 0 203.204 4316.252\n",
"E22 xyyx 1 203.220 4278.450\n",
"E22 xyyx 2 203.211 4253.717\n",
"E22 xyyx 3 203.218 4155.102\n",
"E22 xyyx 4 203.197 4104.526\n",
"E22 xyyx 5 203.228 4129.018\n",
"E22 xyyx 6 203.213 4191.296\n",
"E22 xyyx 7 203.192 4112.746\n",
"E22 xyyx 8 203.180 4221.782\n",
"E22 xyyx 9 203.176 4262.032\n",
"E22 zxxz 203.359 0.016 6860.448 82.113\n",
"E22 zxyz 203.441 0.102 2945.097 55.288\n",
"E22 zyyz 203.307 0.014 5408.686 98.799\n",
"E22 xyyx 203.204 0.017 4202.492 71.185\n"
]
}
],
"source": [
"E22_shift = {p: [None for _ in range(10)] for p in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]}\n",
"E22_int = {p: [None for _ in range(10)] for p in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]}\n",
"for polarization in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]:\n",
" for site in range(10):\n",
" this_x = np.array(x[polarization][site])\n",
" this_y = np.array(y[polarization][site])\n",
" popt = fitting_peek(this_x, this_y, fitting_range[2], lorentzian, fitting_init_parameter[2], fitting_bound[2])\n",
" E22_shift[polarization][site] = popt[1]\n",
" E22_int[polarization][site] = np.abs(popt[0] * popt[2] * np.pi)\n",
" print(f'E22 {polarization} {site} {E22_shift[polarization][site]:.3f} {E22_int[polarization][site]:.3f}')\n",
"for polarization in [ \"zxxz\", \"zxyz\", \"zyyz\", \"xyyx\" ]:\n",
" print(f'E22 {polarization} {np.mean(E22_shift[polarization]):.3f} {np.std(E22_shift[polarization]):.3f} {np.mean(E22_int[polarization]):.3f} {np.std(E22_int[polarization]):.3f}')"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "ef265a9a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"A11 zyyz 0 609.731 1649.677\n",
"A11 zyyz 1 609.734 1640.677\n",
"A11 zyyz 2 609.750 1684.882\n",
"A11 zyyz 3 609.728 1677.658\n",
"A11 zyyz 4 609.741 1634.458\n",
"A11 zyyz 5 609.733 1609.143\n",
"A11 zyyz 6 609.724 1587.127\n",
"A11 zyyz 7 609.740 1546.469\n",
"A11 zyyz 8 609.738 1561.382\n",
"A11 zyyz 9 609.728 1627.705\n",
"A11 xyyx 0 609.610 1778.524\n",
"A11 xyyx 1 609.612 1740.942\n",
"A11 xyyx 2 609.586 1733.897\n",
"A11 xyyx 3 609.584 1687.663\n",
"A11 xyyx 4 609.591 1675.251\n",
"A11 xyyx 5 609.616 1703.014\n",
"A11 xyyx 6 609.589 1695.618\n",
"A11 xyyx 7 609.600 1736.381\n",
"A11 xyyx 8 609.582 1734.458\n",
"A11 xyyx 9 609.596 1769.440\n",
"A11 zyyz 609.735 0.007 1621.918 43.721\n",
"A11 xyyx 609.597 0.012 1725.519 32.565\n"
]
}
],
"source": [
"A11_shift = {p: [None for _ in range(10)] for p in [ \"zyyz\", \"xyyx\" ]}\n",
"A11_int = {p: [None for _ in range(10)] for p in [ \"zyyz\", \"xyyx\" ]}\n",
"for polarization in [ \"zyyz\", \"xyyx\" ]:\n",
" for site in range(10):\n",
" this_x = np.array(x[polarization][site])\n",
" this_y = np.array(y[polarization][site])\n",
" popt = fitting_peek(this_x, this_y, fitting_range[4], lorentzian, fitting_init_parameter[4], fitting_bound[4])\n",
" A11_shift[polarization][site] = popt[1]\n",
" A11_int[polarization][site] = np.abs(popt[0] * popt[2] * np.pi)\n",
" print(f'A11 {polarization} {site} {A11_shift[polarization][site]:.3f} {A11_int[polarization][site]:.3f}')\n",
"for polarization in [ \"zyyz\", \"xyyx\" ]:\n",
" print(f'A11 {polarization} {np.mean(A11_shift[polarization]):.3f} {np.std(A11_shift[polarization]):.3f} {np.mean(A11_int[polarization]):.3f} {np.std(A11_int[polarization]):.3f}')"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "52703674",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"E23 zyyz 0 776.500 75983.188\n",
"E23 zyyz 1 776.500 75482.818\n",
"E23 zyyz 2 776.500 76090.588\n",
"E23 zyyz 3 776.500 75575.429\n",
"E23 zyyz 4 776.500 73937.338\n",
"E23 zyyz 5 776.500 72956.466\n",
"E23 zyyz 6 776.500 72794.533\n",
"E23 zyyz 7 776.500 71361.311\n",
"E23 zyyz 8 776.500 71816.069\n",
"E23 zyyz 9 776.500 73671.167\n",
"E23 xyyx 0 776.512 38705.477\n",
"E23 xyyx 1 776.511 38234.499\n",
"E23 xyyx 2 776.510 37516.414\n",
"E23 xyyx 3 776.509 37067.815\n",
"E23 xyyx 4 776.510 36877.232\n",
"E23 xyyx 5 776.508 36901.403\n",
"E23 xyyx 6 776.509 36786.127\n",
"E23 xyyx 7 776.516 37572.446\n",
"E23 xyyx 8 776.517 38021.880\n",
"E23 xyyx 9 776.508 38068.667\n",
"E23 zyyz 776.500 0.000 73966.891 1654.079\n",
"E23 xyyx 776.511 0.003 37575.196 630.867\n"
]
}
],
"source": [
"E23_shift = {p: [None for _ in range(10)] for p in [ \"zyyz\", \"xyyx\" ]}\n",
"E23_int = {p: [None for _ in range(10)] for p in [ \"zyyz\", \"xyyx\" ]}\n",
"for polarization in [ \"zyyz\", \"xyyx\" ]:\n",
" for site in range(10):\n",
" this_x = np.array(x[polarization][site])\n",
" this_y = np.array(y[polarization][site])\n",
" popt = fitting_peek(this_x, this_y, fitting_range[7], lorentzian, fitting_init_parameter[7], fitting_bound[7])\n",
" E23_shift[polarization][site] = popt[1]\n",
" E23_int[polarization][site] = np.abs(popt[0] * popt[2] * np.pi)\n",
" print(f'E23 {polarization} {site} {E23_shift[polarization][site]:.3f} {E23_int[polarization][site]:.3f}')\n",
"for polarization in [ \"zyyz\", \"xyyx\" ]:\n",
" print(f'E23 {polarization} {np.mean(E23_shift[polarization]):.3f} {np.std(E23_shift[polarization]):.3f} {np.mean(E23_int[polarization]):.3f} {np.std(E23_int[polarization]):.3f}')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.13.8"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Reference in New Issue View Git Blame Copy Permalink