diff --git a/src/analysis-of-our-trello-board.ipynb b/src/analysis-of-our-trello-board.ipynb index f5bcc74..717518a 100644 --- a/src/analysis-of-our-trello-board.ipynb +++ b/src/analysis-of-our-trello-board.ipynb @@ -9,6 +9,8 @@ "\n", "* [Number of finished cards per month](#finished-cards-bar)\n", "* [Rolling number of finished cards in last 30 days](#finished-cards-rolling)\n", + "* [Finished feature cards per month](#finished-feature-cards-per-month)\n", + "* [Rolling view: Finished feature cards in the last 30 days](#finished-cards-rolling-features)\n", "* [Current cards in development](#development-cards)\n", "* [Changelog](#changelog)\n", "\n", @@ -17,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "id": "0fefe4ae", "metadata": {}, "outputs": [ @@ -25,7 +27,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Time of last creation of this analysis: 2023-10-05 23:31:26.709002\n" + "Time of last creation of this analysis: 2023-10-06 00:11:10.939516\n" ] } ], @@ -49,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "71f6dc40", "metadata": {}, "outputs": [], @@ -78,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "id": "9e4bfba3", "metadata": {}, "outputs": [ @@ -86,7 +88,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Downloaded cards: 314\n" + "Downloaded cards: 318\n" ] } ], @@ -125,7 +127,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "id": "08e82934", "metadata": {}, "outputs": [], @@ -139,7 +141,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "5de620f0", "metadata": {}, "outputs": [], @@ -162,7 +164,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "id": "e1e7ac0f", "metadata": {}, "outputs": [ @@ -210,23 +212,23 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "id": "7ca3f8fd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'63bc34d346143f025ffe3152': Timedelta('0 days 00:00:00'),\n", + "{'63bc34d346143f025ffe3152': Timedelta('0 days 00:00:20.845000'),\n", " '6374b6c8d908a5001de2fa7b': Timedelta('0 days 00:00:00'),\n", - " '6374b6c8d908a5001de2fa7c': Timedelta('0 days 23:34:11.026000'),\n", - " '6374b70b76ae9a0265bb679b': Timedelta('0 days 00:00:59.195000'),\n", - " '6374b723ad21d7062366f9b6': Timedelta('1 days 04:15:41.179000'),\n", - " '641838c6ee62b9f7a7fa8ac2': Timedelta('5 days 20:16:56.555000'),\n", - " '6374b72bcbb33c0681d4b99b': Timedelta('47 days 07:08:06.809060')}" + " '6374b6c8d908a5001de2fa7c': Timedelta('0 days 00:00:00'),\n", + " '6374b70b76ae9a0265bb679b': Timedelta('0 days 00:00:00'),\n", + " '6374b723ad21d7062366f9b6': Timedelta('0 days 00:00:00'),\n", + " '641838c6ee62b9f7a7fa8ac2': Timedelta('0 days 00:00:00'),\n", + " '6374b72bcbb33c0681d4b99b': Timedelta('65 days 10:13:54.944019')}" ] }, - "execution_count": 6, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -261,17 +263,17 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "79385bb8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "'2023-08-14T09:47:32.917Z'" + "'2023-08-01T11:58:49.621Z'" ] }, - "execution_count": 7, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -287,14 +289,14 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "id": "7c75603a", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
Bug

Request: Text Plugin missing in the new plugin selection menu (08.05.2023)

" + "

Bugs (03.05.2023)

" ], "text/plain": [ "" @@ -359,7 +361,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "id": "138ca19c", "metadata": {}, "outputs": [ @@ -367,7 +369,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Finished cards: 127\n" + "Finished cards: 129\n" ] } ], @@ -379,13 +381,13 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "id": "a2fc2dbf", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -400,8 +402,8 @@ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "\n", - "def plot(resample_time=\"1M\", score_per_card= lambda x: 1, title=\"Count of finished cards\"):\n", - " data = dict((get_last_move_date(card), score_per_card(card)) for card in finished_cards)\n", + "def plot(resample_time=\"1M\", score_per_card= lambda x: 1, title=\"Count of finished cards\", cards=finished_cards):\n", + " data = dict((get_last_move_date(card), score_per_card(card)) for card in cards)\n", " df = pd.DataFrame.from_dict(data, orient='index', columns=['Finished Cards'])\n", " df.index = pd.to_datetime(df.index)\n", " df.head()\n", @@ -429,13 +431,13 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 18, "id": "059f20bd", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -447,8 +449,8 @@ } ], "source": [ - "def plot_rolling(days=30, score_per_card= lambda x: 1, title=\"Count of completed tasks within last 30 days\"):\n", - " data = dict((get_last_move_date(card), score_per_card(card)) for card in finished_cards)\n", + "def plot_rolling(days=30, score_per_card= lambda x: 1, title=\"Count of completed tasks within last 30 days\", cards=finished_cards):\n", + " data = dict((get_last_move_date(card), score_per_card(card)) for card in cards)\n", " df = pd.DataFrame.from_dict(data, orient='index', columns=['Finished Cards'])\n", " df.index = pd.to_datetime(df.index)\n", " df.head()\n", @@ -462,6 +464,73 @@ "plot_rolling()" ] }, + { + "cell_type": "markdown", + "id": "fdc27873", + "metadata": {}, + "source": [ + "# Finished feature cards per month" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "81df393e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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ho4FRVf3m9NuPVdXfJ3l3kqvWHe/uM+a5NgAAAABGsKkRRi9bb3vVjO87yT23fjkAAAAAjG2jgVF3H7GQhQAAAACwOCzb3AlV9ayq2q0mXltVZ1TV7yxEcQAAAAAsvM0GRkme0N2XJfmdJLsneUySv5nXqgAAAAAYzWwCo5r++YAkb+zur8zYBwAAAMB2ZjaB0elV9cFMAqMPVNWuSa6Z37IAAAAAGMum3pK2zhOT3DHJt7v7l1W1e5LHz2tVAAAAAIxmo4FRVd2mu7+eSViUJAdUmYkGAAAAsL3b1Aij5yY5OsnLNnCsk9xzXioCAAAAYFQbDYy6++jpn0csXDkAAAAAjG02axilqg5Nsv/M87v7jfNUEwAAAAAj2mxgVFVvSnJgki8mWTvd3UkERgAAAADbodmMMFqV5KDu7vkuBgAAAIDxLZvFOWcn2Wu+CwEAAABgcZjNCKM9kny1qj6f5Kp1O7v7wfNWFQAAAACjmU1g9ML5LgIAAACAxWOzgVF3f2IhCgEAAABgcdhoYFRVn+zuu1bVzzN5K9q1h5J0d+8279UBAAAAsOA2NcLoD5Oku3fd2hetquck+aNMgqizkjy+u6/c2tcBAAAAYO429Za0dyRJVX1ka16wqvZO8swkq7r79kmWJ3nk1rwGAAAAAFtuUyOMllXVnye5VVU9d/2D3f0Pv+Z1d6qqq5PsnOSHv8bfBQAAAMBWtKkRRo9MsjaTcGfXDXxtke4+P8lxSb6f5IIkP+vuD27p3wcAAADA1rXREUbd/Y0kf1tVX+7uU7bWBavqhkkekuTmSX6a5B1V9ejufvN65x2d5Ogk2W+//bbW5QFgm3bgcQeOXcKidO4x545dAgDAdmVTI4ySJFszLJq6d5LvdPdF3X11kncnOXQD1z2+u1d196qVK1du5RIAAAAA2JjNBkbz4PtJDqmqnauqktwryddGqAMAAACADdhoYFRVvzf98+Zb84Ld/bkk70xyRpKzpjUcvzWvAQAAAMCW29QIoxdM/3zX1r5odx/b3bfp7tt392O6+6qtfQ0AAAAAtsxGF71OcklVfTDJzavqvesf7O4Hz19ZAAAAAIxlU4HRA5P8ZpI3JXnZwpQDAAAAwNg2Ghh19+okn62qQ7v7oqraZbr/FwtWHQAAAAALbjZvSduzqs5M8pUkX62q06vq9vNcFwAAAAAjmU1gdHyS53b3zbp7vyTPi7eaAQAAAGy3ZhMYXa+7P7Zuo7s/nuR681YRAAAAAKPa1KLX63y7qv4qk8Wvk+TRSb49fyUBAAAAMKbZjDB6QpKVSd6d5F1J9pjuAwAAAGA7tNkRRt39kyTPXIBaAAAAAFgEZjPCCAAAAIAlRGAEAAAAwMBmA6OqOmw2+wAAAADYPsxmhNG/zHIfAAAAANuBjS56XVW/neTQJCur6rkzDu2WZPl8FwYAAADAODb1lrQdk+wyPWfXGfsvS/Lw+SwKAAAAgPFsNDDq7k8k+URVndDd31vAmgAAAAAY0aZGGK1znao6Psn+M8/v7nvOV1EAAAAAjGc2gdE7krw6yWuTrJ3fcgAAAAAY22wCozXd/ap5rwQAAACARWHZLM55X1U9tapuUlU3Wvc175UBAAAAMIrZjDB67PTPP5mxr5McsPXLAQAAAGBsmw2MuvvmC1EIAAAAAIvDZgOjqvrDDe3v7jdu/XIAAAAAGNtspqTdecb3101yryRnJBEYAQAAAGyHZjMl7Rkzt6vqBkneNl8FAQAAADCu2bwlbX2XJ7GuEQAAAMB2ajZrGL0vk7eiJcnyJLdN8vb5LAoAAACA8cxmDaPjZny/Jsn3uvu8eaoHAAAAgJFtdkpad38iydeT7JrkhklWz3dRAAAAAIxns4FRVf1+ks8n+b0kv5/kc1X18PkuDAAAAIBxzGZK2l8kuXN3X5gkVbUyyYeTvHM+CwMAAABgHLN5S9qydWHR1CWz/BwAAAAA26DZjDB6f1V9IMlJ0+1HJDll/koCAAAAYEybDYy6+0+q6mFJ7jrddXx3v2d+ywIAAABgLBsNjKrqFkn27O5Pdfe7k7x7uv+uVXVgd5+7UEUCAAAAsHA2tRbRPyW5bAP7fzY9BgAAAMB2aFOB0Z7dfdb6O6f79p+3igAAAAAY1aYCoxts4thOW7kOAAAAABaJTQVGp1XVH6+/s6r+KMnp81cSAAAAAGPa1FvSnp3kPVX1qPwqIFqVZMckD53nugAAAAAYyUYDo+7+cZJDq+qIJLef7v7P7v7oglQGAAAAwCg2NcIoSdLdH0vysQWoBQAAAIBFYFNrGAEAAACwBAmMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADAiMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAgVECo6q6QVW9s6q+XlVfq6rfHqMOAAAAAP67FSNd9+VJ3t/dD6+qHZPsPFIdAAAAAKxnwQOjqrp+krsleVySdPfqJKsXug4AAAAANmyMEUY3T3JRkjdU1R2SnJ7kWd19+cyTquroJEcnyX777bfgRW7MgccdOHYJi9K5x5w7dgkAAADAVjLGGkYrkvxmkld198FJLk/yZ+uf1N3Hd/eq7l61cuXKha4RAAAAYMkaIzA6L8l53f256fY7MwmQAAAAAFgEFjww6u4fJflBVd16uuteSb660HUAAAAAsGFjvSXtGUneMn1D2reTPH6kOgAAAABYzyiBUXd/McmqMa4NAAAAwKaNsYYRAAAAAIuYwAgAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADAiMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADAiMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADAiMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAAYERAAAAAAMrxi4AAACAbceBxx04dgmL0rnHnDt2CbBVGWEEAAAAwIDACAAAAIABgREAAAAAAwIjAAAAAAYERgAAAAAMCIwAAAAAGBAYAQAAADAgMAIAAABgQGAEAAAAwIDACAAAAIABgREAAAAAAwIjAAAAAAYERgAAAAAMCIwAAAAAGBAYAQAAADAgMAIAAABgQGAEAAAAwIDACAAAAIABgREAAAAAAwIjAAAAAAYERgAAAAAMCIwAAAAAGBAYAQAAADAgMAIAAABgQGAEAAAAwIDACAAAAIABgREAAAAAA6MFRlW1vKrOrKr/GKsGAAAAAP67MUcYPSvJ10a8PgAAAAAbMEpgVFX7JHlgkteOcX0AAAAANm6sEUb/lOT5Sa4Z6foAAAAAbMSKhb5gVR2Z5MLuPr2q7rGJ845OcnSS7LfffgtTHMBIDjzuwLFLWJTOPebcsUsAAIAlaYwRRocleXBVfTfJ25Lcs6revP5J3X18d6/q7lUrV65c6BoBAAAAlqwFD4y6+wXdvU9375/kkUk+2t2PXug6AAAAANiwMd+SBgAAAMAitOBrGM3U3R9P8vExawAAAABgyAgjAAAAAAYERgAAAAAMCIwAAAAAGBAYAQAAADAgMAIAAABgQGAEAAAAwIDACAAAAIABgREAAAAAAwIjAAAAAAYERgAAAAAMCIwAAAAAGBAYAQAAADAgMAIAAABgQGAEAAAAwIDACAAAAIABgREAAAAAAwIjAAAAAAYERgAAAAAMCIwAAAAAGBAYAQAAADAgMAIAAABgQGAEAAAAwIDACAAAAIABgREAAAAAAwIjAAAAAAYERgAAAAAMCIwAAAAAGFgxdgGwvTrwuAPHLmFROveYc8cuAQAAgM0wwggAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADAiMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADAiMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADAiMAAAAABgQGAEAAAAwIDACAAAAYEBgBAAAAMCAwAgAAACAAYERAAAAAAMCIwAAAAAGBEYAAAAADCx4YFRV+1bVx6rqq1X1lap61kLXAAAAAMDGrRjhmmuSPK+7z6iqXZOcXlUf6u6vjlALAAAAAOtZ8BFG3X1Bd58x/f7nSb6WZO+FrgMAAACADRt1DaOq2j/JwUk+N2YdAAAAAPzKaIFRVe2S5F1Jnt3dl23g+NFVdVpVnXbRRRctfIEAAAAAS9QogVFV7ZBJWPSW7n73hs7p7uO7e1V3r1q5cuXCFggAAACwhI3xlrRK8rokX+vuf1jo6wMAAACwaWOMMDosyWOS3LOqvjj9esAIdQAAAACwASsW+oLd/ckktdDXBQAAAGB2Rn1LGgAAAACLj8AIAAAAgAGBEQAAAAADAiMAAAAABgRGAAAAAAwIjAAAAAAYEBgBAAAAMCAwAgAAAGBAYAQAAADAgMAIAAAAgAGBEQAAAAADAiMAAAAABgRGAAAAAAwIjAAAAAAYEBgBAAAAMLBi7ALYMkfe+sg849Bn5Ka73TQXXX5Rnn/K83Pa+aeNXRaLzMse8LIcut+h2WmHnXLx5Rfn+C8cn7ef9faxy2KR2/8G++fkx52cU755Sp538vPGLodFaO/d9s6L7/3iHHzTg7N67eqc8s1T8tKPvjRre+3YpTGyxxz8mPzP2/3P3GqPW+U/vv4fef77n58kucXut8hx9z8u+91gvyTJ2T8+Oy/+6IvzrUu+NWa5jGxj/ZIk111x3bzgHi/IA271gOywfId87cKv5aj/d9SI1bLYvOURb8nBNzk4a65ZkyT58S9+nPu8/j4jV8Vi9IpXvCInnHBCzjrrrBx11FE54YQTxi5pmyEw2gYddrPD8vy7Pz/PfN8z86ULvpQb73LjsUtikXr1516dF3zgBVm9dnUOuNEBeesj3pqvXvjVnP3js8cujUXshfd+Yb78oy+PXQaL2Ivv/eJc8stLcsirDslu19ktb/y9N+bRd3x0TjzzxLFLY2Q//sWP88rPvjKH7394rrviuoP9T3vv03L+ZednWS3LY+74mLz8yJfngSc+cMRqGdvG+iVJ/vfv/O+sWLYi933DffPTK3+ag2580EhVspi98CMv9MtQNuumN71p/vIv/zIf+MAHcsUVV4xdzjZFYLQNevahz86/fPpf8sULvphk8sMWNuScS8659vvuTndnvxvsJzBio4689ZG57KrLcsYPz8jNbnCzscthkdrn+vvkTWe+KavXrs7Fv7w4p3731Nxyj1uOXRaLwAfP+WCS5Df2/I3stete1+7/+VU/z8+v+nmSpFJZ22vdY9hovxxwowNyrwPvlbu+5q75xepfJIlnF2CLPexhD0uSnHbaaTnvvPNGrmbbYg2jbcyyWpbb73X73GjnG+WjT/xoPvmkT+bYex2b66y4ztilsUi96N4vytnPOjsffuKHc+HlF+bj3/742CWxSO2y4y559mHPzl9/7K/HLoVF7oTTT8iRtzky111x3ey5y565+83vnlO/c+rYZbENOPPpZ+arz/lqjr3XsXnV5141djksUnfY6w754WU/zLMOfVa+8NQv5OTHnpz73vK+Y5fFInTM4cfkC0/9Qt5+1Ntzl33vMnY5sN0xwmgbs8fOe2TH5Tvm/re6fx7xtkdkzTVr8prffU2efsjT87JPvmzs8liEjv3wsXnRR16Ug296cA7Z95CsXrt67JJYpJ5z2HPy9rPfnh/94kdjl8Ii9/nzPp9H/o9H5kvP/FJWLFuRd539rnzwWx8cuyy2AQe/4uDstMNOedjtHpbzLzt/7HJYpPbada/ceuWt8/5z3p9DX31oDr7pwXntw16bb13yrZx76bljl8ci8Xef+Lt865Jv5eprrs6Rtzkyxz/0+DzoxAfl+z/7/tilwXbDCKNtzJVrrkySvPHMN+aiyy/KT674SV532uty95vffeTKWMyu6Wty+vmnZ69d9sqj7vCoscthEbrtytvm0Jsdmjec9oaxS2GRq1Te8PA35APnfCC/8fLfyJ1ecafsdt3d8qd3+9OxS2MbccXVV+StX3xrjrv/cdl9593HLodF6Mo1V2b12tV55WdemauvuTqfP+/z+ewPPpvD9z987NJYRL70oy/l8qsvz+q1q/Pur7w7Z5x/Ru5xwD3GLgu2K0YYbWMuu+qyXHDZBenua/d1ehOfgF9Zvmz5tW+ogZnusu9dss/198l/Pem/kiQ777Bzltfy3OIxt8hD3vSQkatjMbnBTjfI3rvtnTee+casXrs6q9euzrvOfleee9fn5m9P/duxy2MbsayWZacVO2XPXfbMJb+8ZOxyWGS+cdE3/tu+mc++sCGdTqXGLgO2K0YYbYPe+ZV35g9/8w+z+867Z7fr7JYn3OkJ+di3PzZ2WSwyu++8e4689ZHZeYeds6yW5fD9D8+DbvugfPr7nx67NBaht335bTniX4/IkScemSNPPDInfemkfOw7H8vj3/n4sUtjkfnJFT/J93/6/Tzqjo/K8lqeXa+zax52u4fl6xd9fezSWASW1/LsuHzHLFu2LMtqWXZcvmOW1/IcdrPDctCND8qyWpZddtwlf3HEX+RnV/0s37rkW2OXzIg21i+fP+/zueCyC/KUuzwly2t57nTTO+WQ/Q7Jqd+1VhoTu15n1xy+/+HX9syDb/vg3HmfO+cT3/3E2KWxCK1ZsyZXXnll1q5dm7Vr1+bKK6/MmjVrxi5rm2CE0TboFZ95RW640w3z4Sd8OFetvSonf+PkvPKzrxy7LBaZ7s4f3PEP8pL7vCRVlR9e9sO89KMvzUfO/cjYpbEIXbnmymunvCbJ5VdfnqvWXJVLr7h0xKpYrJ7670/NX97zL/Ok33pS1l6zNp/5wWfy0o+9dOyyWASe9ttPy7MOfda12w+93UPz8k+/POdcfE6Oveex2WvXvXLlmivz5R99OY9/5+Otq7fEbaxf/vnT/5wn/duT8tf3/es86S5PyvmXnZ8/OflP8u1Lvz1itSwmOyzbIc+963NzwI0OyDXXXJNzLz03T/63J+e7P/nu2KWxCL30pS/Ni170omu33/zmN+fYY4/NC1/4wvGK2kbUtjC8c9WqVX3aaaeNXUaS5MDjDhy7hEXp3GMsQLg+vbJhemXD9MuG6Zf/Tq9smF7ZMP2yYfrlv9MrG6ZXNky/bJh+YVtUVad396oNHTMlDQAAAIABgREAAAAAA9YwAgAAALY60xc3bFuZvmiEEQAAAAADAiMAAAAABgRGAAAAAAwIjAAAAAAYEBgBAAAAMCAwAgAAAGBAYAQAAADAgMAIAAAAgAGBEQAAAAADAiMAAAAABgRGAAAAAAwIjAAAAAAYEBgBAAAAMCAwAgAAAGBAYAQAAADAgMAIAAAAgAGBEQAAAAADAiMAAAAABgRGAAAAAAwIjAAAAAAYEBgBAAAAMCAwAgAAAGBAYAQAAADAgMAIAAAAgAGBEQAAAAADAiMAAAAABgRGAAAAAAwIjAAAAAAYGCUwqqr7VdU3qupbVfVnY9QAAAAAwIYteGBUVcuTvDLJ/ZMclOSoqjpooesAAAAAYMPGGGH0W0m+1d3f7u7VSd6W5CEj1AEAAADABowRGO2d5Aczts+b7gMAAABgEajuXtgLVj08yf26+4+m249Jcpfufvp65x2d5Ojp5q2TfGNBC9027JHk4rGLYJugV5gL/cJs6RXmQr8wW3qFudAvzJZe2bCbdffKDR1YsdCVJDk/yb4ztveZ7hvo7uOTHL9QRW2Lquq07l41dh0sfnqFudAvzJZeYS70C7OlV5gL/cJs6ZW5G2NK2heS3LKqbl5VOyZ5ZJL3jlAHAAAAABuw4COMuntNVT09yQeSLE/y+u7+ykLXAQAAAMCGjTElLd19cpKTx7j2dsaUPWZLrzAX+oXZ0ivMhX5htvQKc6FfmC29MkcLvug1AAAAAIvbGGsYAQAAALCICYwAAAAAGBAYbeeqyn9jZkWvMBf6hdnSK8yFfmG29ApzoV9gy4yy6DXzq6qelmRNki9392fGrofFS68wF1V1TJKdk3y6uz9cVdUWwmMD9ApzoV+YLc8tzIV7C1uiqu6f5NIkX+vuy8auZ2yS1u1MVb0qyQMyuTmeXFX7TPfXqIWx6OgV5mLaL4cn+VGSD1bVLbq79Qvr0yvMhX5htjy3MBfuLWyJqnpdkmck+ackzxu3msXBCKPtSFU9Pck+3f3A6fbtk9y0qnbu7m+OWx2LiV5hLqrqcUn27e4jp9uHJDmoqnbt7jNHLY5FRa8wF/qF2fLcwly4t7Alqur4JLt39wOq6oAkf1NVN+vu741d25iMMNpOTOflnprk4dPtpyd5VJIHJXlvVf3ueNWxmOgVtsAH86t+eWom/XL7JK+uqj8aszAWHb3CXOgXNstzC1vAvYUt8Z9JHjn9/lFJDk7y2qp6YVXdc7yyxmWE0Xagqvbo7ouTfHm6fcMkq5PcorvPq6ozk7yyqj45PY8lSq8wF1W1b5KfdvcPp9s7Jzk/yYHTfvlMkjdX1Qe7+/tj1sq49ApzoV+YLc8tzIV7C7+O7v73mrh+kjsmucf00FOn3390nMrGVdb92rZV1cuT3CrJOUk+1d3/b7p/RXevmX6/LMlJSZ7U3T8dq1bGpVeYi6r6lyS3zeRB66zuPm66f1l3XzPjvHcnebYHr6VLrzAX+oXZ8tzCXLi3sCWq6mWZLKR/w+4+esb+5d29dvr9IUmemeTx3X3VOJWOx5S0bdh0nuVemTTwN5PcZZqkZ90P0qk3J/m5H6RLl15hLqrq/ybZM8ljkvy/JLepqpsnyXoPXScl+ZmHrqVLrzAX+oXZ8tzCXLi3sCWq6vVJDkjy7kzWRHvTumPrwqKpZyY5fymGRYnAaJtVVQcluVGSJ3T3OZk0+hFJbjfjnH2r6jVJru7uP5ru82aAJUavMBfrHrCSPLG7L0jyqSQ3S3KLGefsXVXHZdIvj5/u0y9LjF5hLvQLs+W5hblwb2FLVNURSXbq7od29+eSPCXJzHBxeVXdqKrel+SX3f0n0/1Lrm9MSduGTW+QP0rS3X1lVZ2Y5MTu/uiMc367uz8z/X4wJJOlQ68wF1W1d5KfJFnT3aur6u+SfLG73zrjnFt39zem3+uXJUqvMBf6hdny3MJcuLcwV1W1Z5IDuvsz0xDoxkk+nuSh3f316TnXS/Kg7n7bdHtJ9o1Fr7cxVfWUJLsl+fckF3b3FdP528kkFb3h9Ly/SXLSjB+ktRQbfCnTK8xFVb0gya6ZvInmq939y6paPj28Iske0/NenUm/fGK6rV+WGL3CXOgXZstzC3Ph3sKWqKo/yGSa66Xr7iFJlnX3j6vqh0m+Nz3vOd39j0mWdFiUmJK2Tamqt2byCtGbJHl+kj+tqlvNaN4fJrlhVf1rkht195fWfbYNJVtS9ApzUVUnJDksyaVJ7pPk76vqTjPmb387yc7T4f/L1j10JfplqdErzIV+YbY8tzAX7i1siZqsWfTUJI9K8raq+v3poXX3mfOTrKzJWkZ3mfnZpRoWJQKjbUb9aqG/B3T3s5Mcn+QXSZ5RVbecnnZJktckuWzdKu9LcZ7lUqdX2AJXZvLmh+OS/HOSTyZ5YVUdPD1+aZK/TnKFflny9ApzoV/YLM8tbAH3Fuakqn4jyW2SHN7dz0ny50leXVWP7O6e9scBST6byX3mkdPPLfm+ERhtO65Isl9V/VWSdPdnk7wvyUVJ7jE956dJTunu5yXXDp2Toi89eoVZm/4gvEkmPzjT3d/L5A0jH07ye1W1Y5KfJ3nT9EFevyxReoW50C/MgecWZs29hS304yRfz2StonT3h5M8LMk/VNX9p/1xVpJ3dffTEn2zjsBokavJ6uw3mTbrs5McVFWPTJLu/mKSc5I8sqp26O7Xd/eR088t2XmWS5VeYS5q8oaZA6b98rQkB1fVs5Kkuy9Mclomb6TZqbvf192PnX5OvywxeoW50C/MlucW5sK9hS0xYwTjhZmsbXXcumPd/fEkL0hy3+muf+zuZ0w/p2+mBEaL2HTe7WuTvK+qHt3dpyX5zyT3qarHJUl3n5RkbSZD6NZ9zmJuS4xeYS6mc7hfkeSTVfXU7j4vybFJ7lmTRSTT3Z9Kcv1Mhu9eS78sLXqFudAvzJbnFubCvYUtUVXHJfnXqvo/VbV7d/9hktvWZM20dU5PsmdVLe/ub04/5z4zg7ekLVI1XdQvyROS3DnJcVX16SSnZDKv+1lVdfck+ya5pKeviUws5rbU6BXmoqpeleSG3f2QqrpLkrdX1WmZvGXkZ0leU1W3SbJ/kgu6+3PjVcuY9ApzoV+YLc8tzIV7C1tixn3mxUn+KskxSV7Q3auq6r+q6s2ZTGP8n5n0zboF091n1lP+91h8quqQJPdOclx3Xzmdq/vaJP/U3WdNz7l+kocmuWr6G5h1aaj/oEuIXmEuqurOSQ5O8s7uvnS67++SnDwdlpuq2inJ3ZJcp7vfO92nX5YYvcJc6Bdmy3MLc+HewpaoyWL5L0tyVHdfXlX7Jzk5yYO6+9zpOU9JskuS3bv7z6b79M0GGGG0yEx/o3KXJP+RpNfNn5z8PM2qJGdN9/0syQkzPmee5RKjV5iL6UPXHyf51ySXzfihuCLJbyX5+LQ3rkjygRmf0y9LTFX9VpI/il5hFqa/8X9i9Aub4bmFufDcwpaoqpdksrj1E6Zh0XWTfD+TN+ftsO687n7Vep/TNxthDaPFZ3mSmyX5endflV/9N1o7/UqSt9WvXhuZxPzcJWqHJPtFrzA7P8vkDRE/7O41+dUvDK6afiWTYd53m/kh/bIkXTj90itsUlWtSHJ+9AuzU5lMG/Lcwmz8NO4tzN3HMwkUd0qS7r5y2hMXJVmTJFX1zKrab+aH9M3GCYwWiaraJ0m6+6OZ/MPuddPtNdNTTsvktzGvSXJFd585SqGMrqp+O7n2dZBXZTKUW6+wQVX10CSZLuT3yyT/PN2+enrK6UmWVdVrk1ze3aeOUiijq6qnVtXNu/u7SS6PXmETavIK9PtMF5+9KvqFjaiqg6tqt+kUokviGZdNqKp1rz0/J5N+eeV0272F2fhakouT7JEkVXWd6f4rkhxQVW9McnB3f3+k+rY5AqNFoKpeneT/VtVbqmr/7v7zJD+oqvvNOO16SU5MsrZnvCZyhHIZUVX97yTvqaqjk6S7n5fk/Kq674zT9ApJrl0o8snrtrv7/yT5blU9ecZp18tknvdq/bJ0VdXrMln48eLk2l75znSO/zp6hSTXPre8KMnjkqS7X5LJveVJM07TL6zrlZcneXVVHdbdf5XJM+79Z5zmuYUk1z63/HNVvbyq7tfd/5jkTD+L2JSq2reqdk2S7v5hJs8yf11VO01HMybJ1UnemOTC7n789HM1SsHbGP/nGllNXhN5oyQPT3LdTBb5Sybp6AEzTv1Bkr/v7qdOP+d1f0vTWZms6H+PqvqT6b4vRa+wnmkAsEt333e6vev00HuTXGc6pztJvpXkf+mXpauqjkiyX3ffq7t/XlX7V9WOST6SZO10QdFEr5Ckqt6QydSQnZLcuKoeOz303iQ3qKp1a0TolyWuqv4iyY27+26ZPJv89vTQuUn2nnGq5xZSVS9IsleSP8xkDZqnVNWfJjkzkxFF60aKuLdwrenz7puT/GNVHZdcuz7RF5M8r6qWT0/9dpJTu/uY6eeWWeB6dix6PaKq2jeT+dx/0N1rquobSQ6vqp2TXJDkcVX18+5+U3e/M8k7p5+zKNfSdUkm61y9IslzquqoJLsneWxVre7u1+kVqmrPJA/K5FWimY4oukNVXZPkjCT3yWTK0Wu7+1NJPjU9T78sTRclOTuZzOtP8ruZ/IPuhpncX36Z5M16haq6U5JlM347+74kN58e/kqSp2eyYPqr9MvSNh3xsUeSU6a7fpnkwVW1d5JOckRVXd7dJ3luYTrSY68k/9bdq5O8aro20a2T7Jrk9tNTX+newjrTkWcHJHlAJuu6vrqq3tPdD01yfJLHJrlBJv9++pf+1Zv29M0cGGE0ou7+QZInTsOi38nkIetvk1yTycLX/5jk0Kq69Xqf0+BLVHd/KJN/3H0hyXGZ9MuDMhmhdge9QpJ0948zCYWeUlX/meQPMhnuf2km95YTkxxZVYev9zn9sjT9LMn9qup/ZbJQ5BMzWRvtC5n8Jvf3LSrK1BnrpoBMfSrJ0VV1t+6+OMnzk9y/qg6b+SH9svRM/5t/IMnLqurEJMckeUom689cnElAdPequs0GPscSMx3p8akkD6iq+0xHQd8wyVcz+XfRM5Pc272F9Zyb5FPdfXl3f627757JyNcTu/s7mcziWbeMx7qwyIi0ORIYjWxdw3b3B5Mc1N2fm64dcYtMfjPz4yQ3HbFEFomauE6SmyQ5MMnvJflJJou4PSqTf/TtvfG/gaWku7+U5KhMpro+ubs/O1074lZJrpPJ9JF9zftn+suLZyW5XyZrQnynuz+XyUjXc5K8Nck+eoV1w/fXrfsw7ZO/T/L4qtp9+oD+oSQ30y909/szmYZ2apIXd/dXuvvNmfwM2jHJefGMy6+8P8knMrmnvDPJ+7v7uCT3yuTZ96Nxb2Ho6iT3rKqZS3PcLclNquo+Sf4ik1+IXbvWq2loc2dK2iIwTTo7k+Fy6+yU5IdJvpnJAztL3LRHrqqqdyV5Ryb9ctckBye5ZZLvJfnGeBWy2HT3l6vqyO6+Ysbu6yZZncn6AD/wWxamPppknyTHVdVHuvstSR6YyW93v5nJa431Ckn+2wP3fyW5Syb3liT5bJLv6xeSpLu/Mg0YXzxd9PpTSQ7KpG++lsn9BdLdl2XyEqC3J9mhuy+YHvpJJlMaP5fke+4tS9u6dfS6+zHd/bGq+kCSj0/vLz/o7rVVdUomazN+qCYvDPriqEVv40rItrhU1fWSnJTkknVrBMBMVbVPkj9O8pLpdMadu/uXY9fF4jYd3v2OJBd19xPGrofFaTr17MWZDPO+Tnc/euSS2AZMH84/PX1bGgxMR0c/I5O36v0ok2fcR4xaFIteVd0gkxGul/pZRJJMp84/MJOF8ld39x9M9780ySMymfb6tUym1X+6u19SVcu7e+1YNW8PBEaLyPTNIkckuX93P2e6z6JcbFRVrejuNWPXweI2Hb59SJJHdPez1u1zb2FDpi9euKa7r5xu6xU2aMYIadikqlqRyXILN+7uU6f73FvYqOkvSJ80nU6vX0hVHZjJ2lZfS/LGTEKjo6bHnpLkjplMc72kux83UpnbHYHRIjPzZujGCMwH9xZmSyDA5szsEf3CbOkV5sJzC+us64Wq2j3Ja5KsXTdisapul+Q762Ze6JutQ2AEAAAAbDOqas8k/5DJm/Sun+Q/u/s102NC6a1EYAQAAABsE9YFQlW1W5KLkvybtdHmh8AIAAAA2KZU1auT7DZjAWzT0LYygREAAACwTamqfbv7B9PvhUXzQGAEAAAAbJOsWTR/BEYAAAAADCwbuwAAAAAAFheBEQAAAAADAiMAAAAABgRGAAAAAAwIjAAAAAAYEBgBAAAAMPD/AVf/u7ViEjsRAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def is_feature(card):\n", + " return any(label[\"name\"] == \"Feature\" or label[\"name\"] == \"Mini-Feature\" for label in card[\"labels\"])\n", + "\n", + "finished_features = [c for c in finished_cards if is_feature(c)]\n", + "\n", + "plot(cards=finished_features)" + ] + }, + { + "cell_type": "markdown", + "id": "4ad1c3d2", + "metadata": {}, + "source": [ + "# Rolling view: Finished feature cards in the last 30 days" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "2e171f52", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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i8kO1SoRY26nBWluV+6F+ETIBAAAAQIgWS4saK4xVPWTabN5PLZsoTkiSetp6JC0Pvj6TPaOSLYVY1ZVSmZQO7jtYkRlbTvzaLqJUJqXO5k4d3Hdw19cvhxt3VVwsarI4WZX7oX4RMgEAAABAiC5NX9KSXarqznLSsyFTvQ109oOOnvYeScvdPJPFST02/liIVT3Ln5fkz4vaLSfmaLQwqoWlhdVjKS+lE+4JRSPRityjnBqk+vteQfURMgEAAABAiPwuFX/5WrX0tPWoramt7oKDidnlTqbe9l5JWp1LlPJqY8nc4xOPa7I4WbGQye1yZWU1Nj0mSZpdmNXF0YtVm8fk1yDVX9cbqo+QCQAAAABC5L9wr/ZyOWNMXe4alpvNSXp2udzN+25WrCVWM8O/T2dOS1LFQiC/i8gPI8+PnNeSXapYiLWdGrxCfQWSqD5CJgAAAAAIkd9JVO2QSarPXcNyxZykZ0OmiIko4SaUzqRDq2mttJdWrCVWsXlJ/jJKPwysdIhVjoHOAUVNtO4CSVQfIRMAAAAAhMjLe2ptal0NTaqpXjuZIiairrau1WPJ4aQeuPSACvOFECtblvbSSrgJRUxlXm5fPaA97aW1v2e/9nXsq8j1yxGNRDUQG6i77xVUHyETAAAAAIQom8/KiTkyxlT93m7c1UhhpKZ2ZttKrphTd1v3FSFOwk2oZEs6lz0XYmXSzPyMLo5Vdl5SV2uX2pvalc1nZa1VKpNS0q3eUjmfG3PrrusN1UfIBAAAAAAhyhayoSyVk5aXyy2WFnV55nIo99+JidmJa7q+TronJSn0uUxns2dVsiUlhhMVu6Y/O8vLe/Lynsamx6q6VM5Xj11vqD5CJgAAAAAIUTafXZ27U21+uFVPO8zlirlrQqbe9l7d2Htj6HOZ/JCr0iGQE3fkFbzVeUzVHPp9RQ15T9baqt8b9YOQCQAAAABCUrIljRRGQg+Z6qlDJVfMqae955rjyeGkTmdOhxqCpLyUbuy9Ub3tvRW9rhNb7iJKe2m1NrXq8MDhil6/3BpmFmaUn8tX/d6oH4RMAAAAABCSyzOXtVhaXN0ivtr8cKuuOplmr+1kkqSkm9T47Liemnyq+kVJq/OSgljK5na5Gi2M6t5n7tXxoeNqjjZX/B5b1lCH3yuoPkImAAAAAAiJN7X8gj2smUx97X1qibbUVyfTbG7dTiF/DlJYc5mennxal2cuB7KUzY25WrJLOps9G8o8JmlN1xvDv7EJQiYAAAAACIlXCDdkMsYsL8Wqk+Bgfmle0wvT6m7rvuaxQ/2H1NHcoVQmFUJly0vlpMrPY5Ku/P44NXyq4tcvh9/JVE+BJKqPkAkAAAAAQuK/YA9ruZxUX7uGTRYnJWndTqamSJOOO8dDC5nSXlrtTe26deDWil97bchUyZ3rtmOgc0BGpm6+VxAOQiYAAAAACEk2n1VLtEV9HX2h1VBPIdPE7IQkrTuTSVqey3T/2P0qLhSrWNWyVCalE84JNUWaKn5tP4R0466GYkMVv345mqPNGugcqJuuN4Sj8t/9AAAAAICyZPIZDXYOKmLCe//fXy5nrZUxZt1zvv741/W73/hd/eVb/rKsodP3PHOP3v2Zd2thaeGax3rae/Tpt3163SVvW8nN5lavsZ7EcEKLpUU97388r+r/TafmpvSu731XINfube9Va1Orkm7l5z1thxN3GPyNTREyAQAAAEBI7hu9L5DlVdvhxB3NL81rfHZc+zr2rXvO31/8e53OnJaX97S/Z/+W17z3mXt1eeayfjz541eEPdl8Vl986It66PJDuv2627dd60Rx806mFx94sd79/Hdren5629ferSbTpLeefGsg1zbG6IOv+qAO9R8K5PrlcuKOHht/LNQaUNsImQAAAAAgBLnZnB4df1Q/fNsPh1qHP+/Hy3sbhkz+jm3ZfLaskCmbzyreGtcHXv6BK44/eOlBffGhL+54ed5mM5kkqbWpVT//fT+/o2vXutcdfl3YJciJOfrGE98IuwzUMGYyAQAAAEAIzmTPSApvkLPPjW2+a9hUcUoPXX5o+Zwy5/FkC9l1h5nvdoeyrWYyIVhO3FFhvqD8XD7sUlCjCJkAAAAAIASpTEoRE9EJ50Sodbhdmwc/fhgmqex5PN6Ud8WOaL5YS0ydzZ07Hh6dm82pJdqi9ub2HT0fu+OHhCOFkZArQa0iZAIAAACAEKS9tA71H1KsJRZqHfs69qkp0rRh8JPOpGVk1NbUVnbIlC1kVwOJtYwxy8Ojp3Y2PDpXzKmnrWfDAeUI1m470dD4mMkEAAAAAFVWsiWlvbRee+trwy5FERPRUGxowwAp5aV0S/8tstaWFS7ML83r0vSldZfLSctLrnbayTQxO7HhznIInv9nSsiEjdDJBAAAAABV9uj4o8rP5UPfkt7nxJ11gwM/DEu4iQ3PudpYYUxWdt3lctJyULGbwd+9besP/UbwBmODkiSvsLNONDQ+QiYAAAAAqLJUJiVJSg7XSMgUW7+76PGJxzVZnNSp4VNy425ZHUh+ALFhyBR3NDo9qsXS4rbrpJMpXK1NrdrXsa/sZZPYewiZAAAAAKDKUl5KXa1durHvxrBLkfRsJ5O19orjfhiWcBNy464uTV/S/NL8ptfyu5TWm8nkHy/Zksamx7ZdZ66YU3db97afh8opt6MNexMhEwAAAABUWTqT1kn3pCKmNl6SuXFXxcWicsXcFcdTXkrx1rhu3neznLgjK6uxwubh0FYhk9/htN2gwlqr3GxOve0slwuTG3MJmbCh2viJBgAAAAB7RGG+oAcvPVgz85ikjQc6pzPL85giJrJ6zlbzeLKFrDqbOzfcNW+nO5TNLMxoobSgnraebT0PlbWbwe1ofIRMAAAAAFBFZ7wzsrI1M49Jktyua4Of6flpPXDpASXchKTyO5C8KU9O3JExZt3HVwOtbQYVudmcJNHJFDI37mqyOKmZ+ZmwS0ENImQCAAAAgCpKe2lJ0kn3ZLiFrLFel9K57DmVbGk1ZCq3AylbyG449FuSutu61dbUtu3h0RPFidXnIzz+n+1IYSTkSlCLCJkAAAAAoIrSmbRu7ru5psKSgc4BRU30igAp5T079FuSYi0xdTZ3bhkOZfPZ1dBqPcYYOXFn2yETnUy1odxlk9ibCJkAAAAAoEqstUp76ZpaKidJ0UhUA7GBK0KmdCatm/puUk97j6TlcMiNbz70ebG0qNHp0U07maTloGK7M5n8oeTMZAqX/2frTREy4VqETAAAAABQJU9OPqnx2fHV7qBa4sbc1TlJ1lqlvNQ1dW419HlsekwlW9pwZ7nVe20RVq2HTqbasNOZWtgbCJkAAAAAoEpSmeUlaLXWySStBEgrwc/Tk0/r8szla3bAW3vOevzHtuxkijsanR7VUmmp7Pr8mUxdbV1lPweV19bcpt723m2HhNgbCJkAAAAAoErSmbQ6mzt1y75bwi7lGv6cJL+LSZISw4krz4kth0OLpcV1r+EHD+V0Mi2WFnV55nLZ9eVmc4q1xNQSbSn7OQjGTpY7Ym8gZAIAAACAKkl5KZ1wTygaiYZdyjWcmKOZhRnl5/JKZVLqaO7Qof5DV54Td1SyJY1Nj617DX+Y92aDv/3rSFvvVLdWrphjHlON2GrZJPYuQiYAAAAAqILZhVldHLtYk/OYpGe7j7y8p7SX1nHnuJoiTVecs1U4lM1n1dbUtuXOeTvZoSw3m1sdQo5w7WSmFvYGQiYAAAAAqILzI+e1WFqsyXlM0rMB0uO5x3Xf6H3XzGOSng2iNgoYvIInJ+7IGFPWvehkqk9O3NH47LjmFufCLgU1hpAJAAAAAKrAH/pd651MX3r4S1osLV4zj0naemexbD675VI5Sepr71NLtGVbIdPE7ASdTDVitRMtX34nGvYGQiYAAAAAqIK0l9b+nv3a17Ev7FLWNdA5ICOjf3z4HyVp3U6m7rZutTe1y5taP1zI5rNb7iwnScYYOTFnWyHFZHFSvW29ZZ+P4OykEw17Q6AhkzHmZ4wx9xhj5owxf7bm+AFjjDXGFNZ8/Mom1zlgjPmKMWbGGHPRGPMDQdYNAAAAAJVkrVUqk1o3uKkVzdFmDXQOaGpuStd3X6/+zv5rzjHGLO9Ct84spaXSkkanR7fcWc7nxt2yh0cvlZY0WZykk6lGrC6bZPg3rhJ0J1NG0q9K+sgGj/dYa2MrH/9lk+v8laSUpH2S3ivpE8aYgcqWCgAAAADB8PKeRqdHa3apnM/vUNmsTie+/vb1l2cua7G0WHbItNF11jM1NyUru+VAcVTHUGxIEp1MuFagIZO19lPW2k9LurzTaxhjDkk6Jen91tpZa+0nJZ2T9KbKVAkAAAAAwfLnMdXq0G+fHzJtVqcTWz8c8o+Vs1zOP2+kMKKSLW15bm42J0nqbWe5XC3obOlUV2sXIROuEfZMpieMMU8bY/7UGHNtL+ayo5Ietdbm1xw7s3IcAAAAAK7xzSe/qSdyT4Rdxqq0l1ZrU6sODxwOu5RN+QOdN1vW58QdjU6Paqm0dMVxf75SOYO//fPml+Y1PjO+5bm5Yk6S2F2uhmy0bBJ7W1gh0yVJ3yPpBknPlRSX9LENzo1Jmrzq2OTKc65hjHnnyhyoe8bGxipULgAAAIB68p7Pvke/+X9+M+wyVl0cu6gjA0fUHG0Ou5RNPfe65+rmvpt1eHDjMMyNu1osLeryzJULVvzAYTudTFJ5c33oZKo913dfr8fGHwu7DNSYUEIma23BWnuPtXbRWjsi6WckvcIYs15wVJDUddWxLkn5dc6VtfYua+3t1trbBwYY2wQAAADsNTPzM5qYndBp73TYpazKFrIa7hoOu4wtve7w6/QPP/UPaom2bHjORjuLZfNZtURb1NfeV9a9trND2URxQpKYyVRDTjgn9Mj4I5oqToVdCmpI2MvlfHbl1/XquSDppqsCqJMrxwEAAADgCiOFEUnL4YW/hCtM1lpl81m5sfIGYtc6fznc1UulsvmsnJgjY0xZ11ndoayMkIlOptrjz+1Ke+lwC0FNCTRkMsY0GWPaJEUlRY0xbSvHnmeMudUYEzHG7JP0u5K+aq29elmcrLUPSkpLev/K839Y0glJnwyydgAAAAD1KZPPrH5+xjsTYiXLpuamNLMwU/Yyslrnh0NXB3jZQrbsneUkaV/HPjVHmssKAnPFnCImonjrulNTEIITzgkZGUImXCHoTqb3SZqV9MuS3rby+fsk3STpC1pe8nZe0pykH/OfZIz5sDHmw2uu86OSbpc0Iem/SrrTWsvAJQAAAADXWNsZ4+/qFqbt7rpW63rbe9USbVl3udx2fo8RE9FQbKjsmUw9bT2KmFpZjIN4a1y39N9SE/+PoXY0BXlxa+0HJH1gg4f/apPn/fRVXz8u6SUVKgsAAABAA/NDi6NDR5Xywn8BvLrrWoOETMYYOXHnipCpZEsaKYxs+/foxJ2yOpkmihPMY6pBCTehLz70RZVsiQAQkmpnJhMAAAAAVEQ2n1Vfe5+e/5zn6/zIec0vzYdbz0ro5c8yagRuzL2iA2l8ZlzzS/Pb/j1eHVZtJDebU097z3bLRMBODZ/SZHGSXeawipAJAAAAQEPxl20lhhOaW5zTxbGLodcTMRENdDbO7tdXh0M77dZyYo6yhaystZuelyvm1NvG0O9ak3ATklQTHYOoDYRMAAAAABpKtrC8y5n/AjidSYdbTz6rgc4BNUebQ62jkpy4o5HCiEq2JGlNt9YOlsvNLc4pV8xteh6dTLXp5n03K9YSY/g3VhEyAQAAAGgofifTcNewnJgTepeFH3o1EifmaH5pXuMz45KeHW6+nd3l1p6/1ZK5XHF58DdqS8RElHAToQe5qB2ETAAAAAAaxtzinMZnx1c7amrhBXA2n912+FLr3K6VcGilgymbz6o50qx9Hfu2dR3/z2mzkGlucU4zCzN0MtWo5HBSD1x6QIX5QtiloAYQMgEAAABoGFcP2U4MJ/Tk5JO6NH0ptJq8vNcwO8v5/P++fjiULWQ1FBva9g5jfvjmFTbeYc5fSsdMptqUcBMq2ZLOZc+FXQpqACETAAAAgIbhTV05gDrpJiVJZ7JnQqknP5dXYb7QcCHTaji0MvB7p0Faf0e/oia6ep315GZzkkQnU4066Z6UJOYyQRIhEwAAAIAG4ncyDceHJUnHho6pKdKkVCacuUx+p0+jhUx9HX1qjjSv/v52GjJFI1ENxgY3XS7ndzJ1t3XvqFYEq7e9Vzf23hj6slTUBkImAAAAAA3DDyuGYkOSpLbmNh0ZOBJeyLQSermxxprJFDERDcWGlC1kZa1dHra+w+HmTtzZPGRa6WTqbWe5XK1KDid1OnNa1tqwS0HICJkAAAAANIxsPqvutm51tHSsHksMJ3Q2e1ZLpaVQ6pEar5NJWv49eXlPE7MTml+a3/Hv0Y25q2HceiaKE5LE7nI1LOkmNT47rqcmnwq7FISMkAkAAABAw/AK3jUdNUk3qZmFGT146cGq1+OHTIOxwarfO2h+B9Jqt9YOd9Dzr7NRF8zk7KQkOplqWWI4IYm5TCBkAgAAANBAsvnsNR01yeHl4d8pr/pL5ryCp/6OfrVEW6p+76A5MUfZQnZ1aPdOO5mcuKOZhRnl5/LrPj5RnFBLtEVtTW07rhXBOtR/SB3NHaEtS0XtIGQCAAAA0DDWC5mu775efe19oQwmzuazO+7wqXVul6u5xTldHLu4/PUOf59X71R3tdxsTr3tvTLG7KxQBK4p0qTjznFCJhAyAQAAAGgM80vzujRz6Zoh28YYJYeToSzl2emua/XA/++czqQVNVH1d/Tv6Dr+f5+N5jJNFCeYx1QHkm5S94/dr+JCMexSECJCJgAAAAANYSQ/Imn9jpqEm9Aj44+s7lRWLet1VjUK//eV9tIajA0qGonu7DorM7Q22mFusjipnvaeHV0b1ZMYTmixtKjzo+fDLgUhImQCAAAA0BD8Tpj1Qh1/LtOZ7Jmq1TM9P62pualrOqsahf/feXx2fFdB2kDngCImsulyOTqZal/SXf5/LIxlqagdhEwAAAAAGsJmA6iPO8cVMZGqvgAeKYxsWE8j6O/oV9Qsdy/tJkhrjjZroHNgw06midkJOpnqQH9nv67vvp65THscIRMAAACAhuCHFOuFOrGWmA71H6rqDnO73XWt1kUjUQ3GBiXt/vfo71R3NWutcsWcett6d3V9VEfCTYQy+wy1g5AJAAAAQEPIFrKKtcQUa4mt+7j/ArhkS9WpZ5PQq1H4v7ddh0xxZ91OpumFaS2WFulkqhOJ4YSyheyGSx/R+AiZAAAAADSEbD677tBvX3I4qfxcXo+OP1qdevwZUbHGDZn8ZXK7/T06cWfdYMIf1M5MpvrAXCYQMgEAAABoCFvt5FbtF8DZfFZ97X1qbWqtyv3C4Id6btfuhpu7cVeF+YImZic0vzS/+nFp5pIk0clUJ44MHlFLtIW5THtYU9gFAAAAAEAlZAtZHeo/tOHjN/bdqK7WLqW8lO48fmfg9Xh5b9POqkbgh0u7/X36z7/9929f9/G+9r5dXR/V0RJt0dGho1XdxRG1hZAJAAAAQN1bWFrQaGF007AjYiI66Z6sWpdFNp/VcNdwVe4VljuP3anh+PCuQ6aX3fQyvfcl71VxsXjNY7GWmE66J3d1fVTPTb036e4n7g67DISEkAkAAABA3RubHpOV3XIA9anhU/rdb/yuCvOFDQeEV0q2kNWp4VOB3iNs8da4Xnnolbu+TkdLh37q9p+qQEUImxN3NDo9qsXSopoiRA57DTOZAAAAANQ9f2j0ViFTwk3Iyups9myg9RQXipqYnWjoneWA9ThxRyVb0tj0WNilIASETAAAAADqXjZf3k5u/rKroId/r+4sR8iEPcbfcdD/fxJ7CyETAAAAgLrnhzpbzQbqbuvWzX03Bz6XaTX0ImTCHuN/zxMy7U2ETAAAAADqXjafVUdzh+Kt8S3PTQ4nlfbSstYGV48fesUae3c54GqrIVOBkGkvImQCAAAAUPey+aycuCNjzJbnJtyExmfH9eTkk4HWI9HJhL2np61HbU1tq3PSsLcQMgEAAACoe17B23Ieky85nJQU7FwmL++pp61H7c3tgd0DqEXGGDlxh+VyexQhEwAAAIC6l81nt5zH5Ltl3y3qbO4MdC6T31kF7EVOzKGTaY8iZAIAAABQ15ZKSxotjJYd6kQjUZ1wTyjlBRcybaezCmg0dDLtXYRMAAAAAOra2PSYluzStjqHEm5CF8cuanZhNpCa6GTCXubGXY1Oj2qptBR2KagyQiYAAAAAdW0nO7klh5NaLC3qwsiFitcztzinyzOXCZmwZzkxR4ulRV2euRx2KagyQiYAAAAAdW0nO7mddE5Kkk5nTle8ntHCqKTthV5AI/H/X2TJ3N5DyAQAAACgrvkDhrcTMvV39mt/z36lvXTF6/E7q+hkwl7lD+H3Cgz/3msImQAAAADUtWw+q9amVvW09WzreUk3qVQmJWttRevZSegFNBI6mfYuQiYAAAAAdS1byMqJOTLGbOt5CTeh0enRim+1TsiEva6vvU8t0RZCpj2IkAkAAABAXcvms6vLc7YjMZyQJKUyqYrXE2+NK9YSq+h1gXphjJETcyoe4KL2ETIBAAAAqGvZfHZHXUNHBo6otam14nOZ/M4qYC9z4s7qfDLsHYRMAAAAAOpWyZY0UhjZUSdTc7RZx4eOK+VVvpOJpXLY65y4w3K5PYiQCQAAAEDdujxzWQulhR13DiXchC6MXNDc4lzFatrp8j2gkTgxRyOFEZVsKexSUEWETAAAAADq1m6HbCeHk5pfmtf9Y/dXpJ6FpQWNTY+xXA57nht3Nb80r/GZ8bBLQRURMgEAAACoW/5ynN2ETFLlhn+PTY/JyrJcDnue//8Ac5n2FkImAAAAAHVrNWTaYefQUGxIbtyt2PDv3XZWAY1iNWRiLtOeQsgEAAAAoG5lC1m1RFu0r2Pfjq+RdJMV62TyX1Azkwl7nf//ACHT3kLIBAAAAKBuZfNZOTFHxpgdXyMxnNAzU89otDC663r8TiZCJux1+zr2qSnStPr/BPaGbYVMxpheY8yJoIoBAAAAgO3I5rO7Xprmz2WqxJK5bCGrzuZOxVpiu74WUM8iJqKh2BAzmfaYpq1OMMZ8VdIbVs69V9KoMeZua+3PBVwbAAAAgADNL83r97/5+8rP58MuZcceuPSAXnzji3d1jaODR9UcadZd371L33rqW9c8/oqDr9Dz9z+/rGv5odduOquARuHEHTqZ9pgtQyZJ3dbaKWPM/yXpo9ba9xtjzgZdGAAAAIBgffPJb+r3vvV7irXEFDH1OUnDGKMX7n/hrq7R2tSq19z6Gn3l0a/okcuPXPHYzMKM0pm0PvW2T5V1rUfGH9H13dfvqh6gUbhxV+ey58IuA1VUTsjUZIxxJb1Z0nsDrgcAAABAlaQzaUVMRHf/9N17fnnXf3vtf1v3+G987Tf0p/f+qeYW59Ta1LrpNfJzeT106SG95tBrgigRqDtOzNE/Fv5R1lq6+/aIct6u+M+SvijpYWvtd40xN0l6KNiyAAAAAAQt5aV0qP/Qng+YNpMcTmqhtKALoxe2PPds9qys7OqMJ2Cvc+KO5hbnlCvmwi4FVVJOyPRla+0Ja+27Jcla+6i19k0B1wUAAAAgQCVb0hnvjBJuIuxSapr/3yedSW95biqTkpHRSfdksEUBdcLfZTGbZ/j3XlFOyPQtY8zHjTGvMfS3AQAAAA3h0fFHNTU3paRL181mBmODuq7rOqUyqS3PTWVSOrjvoOKt8SpUBtQ+f+dHQqa9o5yQ6ZCkuyT9uKSHjDG/Zow5FGxZAAAAAILkd+YkhhOh1lEPEm5CKW/zkMlaq7SXpjMMWMOJLYdMXoEd5vaKLUMmu+wfrbU/JulfSXq7pO8YY75mjHlB4BUCAAAAqLiUl1JXa5du6rsp7FJqXnI4KS/vbdqN8XjuceWKOeYxAWsMdA4oaqLy8oRMe8WWIZMxZp8x5meNMfdI+gVJ75HUL+nnJf1lwPUBAAAACEDaS+uke1IRU87ihr3ND47OeGc2PGe1M4xOJmBVNBLVYGyQ5XJ7SDl/o3xTUpekN1prX2ut/ZS1dtFae4+kDwdbHgAAAIBKK8wX9OClB5nHVKYjA0fUEm3R6czpDc9JZVKKtcR0cN/BKlYG1D4n7hAy7SFNZZxzq7XWrveAtfY3KlwPAAAAgICdzZ5VyZZY2lWm1qZWHR06qrSX3vCctJfWCeeEopFo9QoD6oAbc3Xx0sWwy0CVlNPJ1G+M+f+MMZ8zxnzZ/yjn4saYnzHG3GOMmTPG/Nma4883xvyjMWbcGDO2snudu8l1vmqMKRpjCisfD5RzfwAAAADX8pd2nXRPhltIHUm6SZ0bOaeFpYVrHpuZn9HFsYuEdsA6/E6mDXpX0GDKCZk+JumipBsl/SdJj0v6bpnXz0j6VUkfuep4r5Z3rDsg6QZJeUl/usW1fsZaG1v5uLXM+wMAAAC4StpL6+a+m9Xd1h12KXUj4SY0tzini2PXdmScHzmvJbvE8kNgHU7c0czCjPJz+bBLQRWUEzLts9b+iaQFa+3XrLU/Jell5Vx8ZX7TpyVdvur45621H7fWTllrZyT9nqQXbbN2AAAAANtkrVUqk2JA9Tb5XUqpTOqax/xjdIYB13JijiSxw9weUU7I5PeDesaY1xpjkpL6KlzHiyVd2OKcXzfGXDLG3G2MeUmF7w8AAADsCU9OPqnx2XGWdm2TG3c1FBtady5Tykvphp4b1NdR6ZdJQP1z4sshU7bA8O+9oJzB379qjOmW9POSPqTlneb+XaUKMMackPT/SPqhTU77JUn3SZqX9KOSPmuMSVhrH1nneu+U9E5J2r9/f6XKBAAAABqCP4+JkGl7jDFKuAmlvCs7may1SntpvegGFmYA63Hjy+OX6WTaG7bsZLLW/m9r7aS19ry19qXW2udaa/+uEjc3xhyU9HlJP2ut/fomNXzbWpu31s5Za/9c0t2SXrPBuXdZa2+31t4+MDBQiTIBAACAhpHyUups7tQt+24Ju5S6k3ATejL3pC5NX1o9lpnKaGx6jHlMwAYGOgcUMRFl83Qy7QUbdjIZYz4kacPx79baf7ObGxtjbpD0T5L+i7X2L7b5dCvJ7Ob+AAAAwF6UzqR1wj2haCQadil159TwKUnSmewZvfzml0uSTnunJUmJ4URYZQE1rTnarIHOAUKmPWKzTqZ7JN0rqU3SKUkPrXwkJLWUc3FjTJMxpk1SVFLUGNO2cuw6SV+W9HvW2g9vcY0eY8wr1zz3rVqe4fSFcmoAAAAAsKy4UNT9Y/cz9HuHjg4dVVOk6Yrh3+lMWm1Nbbq1nw2wgY04MYeZTHvEhp1MK8vSZIz515K+z1q7uPL1hyVtuLTtKu+T9P41X79N0n/ScifSTZI+YIz5wJp7xlbu8R8l/Qtr7aslNUv6VUmHJS1JuijpjdbaB8usAQAAAICk8yPntVhaZB7TDrU3t+vwwOErhn+nvbROOCfUHG0OrzCgxjlxR4+OPxp2GaiCcgZ/92p52Pf4ytexlWNbstZ+QNIHNnj4P23yvF9b8/mYpO8p534AAAAANuYPrT7pnAy5kvqVdJP61IVPaam0pMXSoi6MXNA7nvuOsMsCapoTd3T3E3eHXQaqYMvB35L+q6SUMebPjDF/Lum0pF/b4jkAAAAAakw6k9b+nv3q7+wPu5S6lRxOanphWg9dfkgXRi9oobTAPCZgC07MUWG+oPxcPuxSELAtO5mstX9qjPm8pOetHPolay2LKQEAAIA6Yq1Vykvp+dc/P+xS6pofKKUyKc0uzC4fY8YVsCkn7kiSRgojirfGQ64GQSpnuZxWQqXPBFwLAAAAgIB4eU8jhRECkV3a371ffe19SntpzSzMaDg+rKHYUNhlATVtOD4safnn0MF9B0OuBkEqK2QCAAAAUN/8YdUM/d4dY4ySw0mlMinNLMzo1PCpsEsCap7fyZTNsyiq0ZUzkwkAAABAnUtn0mptatXhgcNhl1L3Em5Cj4w/Ii/vEdoBZRiMDUoiZNoLNu1kMsYYSd8r6bqVQ89I+o611gZdGAAAAIDKOe2d1vGh42qONoddSt1bO+ib5YfA1lqiLerv6JdX8MIuBQHbMGQyxrxC0h9IekjL4ZIkPUfSQWPMu621/1CF+gAAAACsY3xmXMXFYlnnLpWWdGHkgn4i+RMBV7U3nHBOKGIiaoo06bbB28IuB6gLTtyhk2kP2KyT6Xck/YC19vG1B40xN0r6nKQjAdYFAAAAYAOpTEp3/uWd237eqeuYH1QJsZaYjgwcUWtTq1qbWsMuB6gLbtzVY+OPhV0GArZZyNQk6el1jj8jiR5bAAAAICQPXnpQkvQfvv8/qKutq6zntDW16eU3vzzIsvaU33nd7ygSYcQtUK7bBm/TPz38TyrMFxRriYVdDgKyWcj0EUnfNcb8taSnVo5dL+lHJf1J0IUBAAAAWF82n5WR0dtPvZ0ZSyG5se/GsEsA6krCTcjK6mz2rF64/4Vhl4OAbBi9W2t/XdJbJRlJL1j5MJLeuvIYAAAAgBBkC1kNdA4QMAGoGyfdk5KWl/uicW26u5y19j5J91WpFgAAAABl8PKenLgTdhkAULbutm4d7DuodCYddikI0IadTMaYw8aYzxtj/t4Yc7Mx5s+MMTljzHeMMQz9BgAAAEKSzWcJmQDUncRwQmkvLWtt2KUgIJtNqrtL0h9I+p+SvizpC5J6Jf0XSb8XfGkAAAAA1uPlPTkxQiYA9SXhJjQ+O64nJ58MuxQEZLOQKW6t/ay19q8kLVhr/9ou+6yWwyYAAAAAVZafy6swX6CTCUDdSQ4nJTGXqZFtFjJF13z+3656rCWAWgAAAABsYaQwIkly427IlQDA9tyy7xZ1Nncyl6mBbRYy/b4xJiZJ1to/8A8aYw5K+qegCwMAAABwrWw+K4mQCUD9iUaiOuGeUMqjk6lRbRgyWWv/0FpbWOf4w9bafxtoVQAAAADW5YdMzGQCUI8SbkIXxy5qdmE27FIQgM06mQAAAADUGK/gSZIGY4MhVwIA25ccTmqxtKjzI+fDLgUBIGQCAAAA6kg2n9W+jn1qbWoNuxQA2LaEm5DE8O9GtWXIZIy5sZxjAAAAAIKXzWfZWQ5A3drXsU/7e/Yr7aXDLgUBKKeT6ZPrHPtEpQsBAAAAsDUv78mNMfQbQP1KukmlMilZa8MuBRXWtNEDxpjDko5K6jbG3LHmoS5JbUEXBgAAAOBa2UJW3/Oc7wm7DADYsYSb0Gfu/4y8vKfhruGwy0EFbRgySbpV0usk9Uh6/ZrjeUn/KsCaAAAAAKxjZn5Gk8VJlssBqGvJ4aSk5blMhEyNZcOQyVr7GUmfMca8wFr7zSrWBAAAAGAdI4URSZITI2QCUL8ODxxWa1Or0l5arz382rDLQQWVM5Pph40xXcaYZmPMl4wxY8aYtwVeGQAAAIAreAVPkuTGmckEoH41R5t1fOi4Uh47zDWackKmV1hrp7S8dO5xSQcl/WKQRQEAAAC4VjaflSSWywGoewk3oQsjFzS3OBd2KaigckKm5pVfXyvp49bayQDrAQAAALCB1ZCJ5XIA6typ4VOaX5rX/WP3h10KKqickOmzxpiLkp4r6UvGmAFJxWDLAgAAAHC1bD6r3vZetTWz2TOA+pYYTkhaHv6NxrFlyGSt/WVJL5R0u7V2QdK0pB8KujAAAAAAV8oWsnQxAWgIQ7EhuXFXaS8ddimooA13l7vKsKQfMMasfcvkowHUAwAAAGADXt5jHhOAhpF0k3QyNZgtO5mMMe+X9KGVj5dK+qCkNwRcFwAAAICrZPNZQiYADSMxnNAzU89otDAadimokHJmMt0p6eWSstbad0g6Kak70KoAAAAAXGFucU7js+MslwPQMJLDSUliyVwDKSdkmrXWliQtGmO6JI1Kuj7YsgAAAACslS2s7CxHJxOABnF08KiaI82ETA2knJlM9xhjeiT9kaR7JRUkfTPIogAAAIBKOJ05rftG7tPbkm8LuxRJ0tOTT+u/3/3fNb80f81jvW29et/L3qeWaMu6z83ml0MmN+4GWiMAVEtrU6tuG7xNn77v03pq8qnA7nNT7036d9/37wK7Pp61ZchkrX33yqcfNsZ8QVKXtfZssGUBAAAAu/eH3/5Dff2Jr+utibfKGBN2OfryI1/Wp+/7tA70HlDURFePzy3O6empp/XqW1+tF+x/wbrPJWQC0IjecuIt+pN7/kQPjD0QyPUL8wV97oHP6V8m/qWGYkOB3APP2jBkMsac2uwxa+3pYEoCAAAAds9aq5SX0tzinCZmJ9TX0Rd2SZosTkqSvviOL6op8uw/xXOzOT3395+rtJfeMmTiRRKARvKWE2/RW068JbDrn/HO6I6P3aF0Jq1XHnplYPfBss06mX5rk8espJdVuBYAAACgYp6efFqXZy5LWp5nVAsh00RxQrGW2BUBkyT1tPfopr6blM6kN3yuV/DU1dqlzpbOgKsEgMZxZPCIWqItSnkpQqYq2DBksta+tJqFAAAAAJWU8lKrn2fzWd02eFuI1SzLzebU29677mMJN6GvPvpVWWvXXdqXzWcZ+g0A29QSbdHRoaMMF6+ScnaXAwAAAOpOKpNSxCz/c9dfaha2idkJ9bT1rPtY0k1qfHZ8w+G3Xt6TEyNkAoDtSrpJncue08LSQtilNDxCJgAAADSktJfWc697rqImKq/ghV2OpOWZTD3tPes+lhhOSNKG77bTyQQAO5NwEyouFnVx7GLYpTQ8QiYAAAA0nOJCUfeN3qfnDj9Xg7HB2ulkKm7cyXSo/5A6mjuUyqSueWx+aV6XZi6xsxwA7EByOClp4xAflVNWyGSMuc4Y80JjzIv9j6ALAwAAAHbqwugFLZYWlRhOyIk7NRMy5WZzG3YyNUWadNw5vm7INFoYlSRCJgDYATfuaig2RMhUBZvtLidJMsb8hqS3SLpP0tLKYSvp/wRYFwAAALBjflCTdJNyY64uXgp/icRiaVFTc1PqbVt/8Le0XO8f3/PHKi4U1dbctnrcD8lYLgcA22eMUcJN6HTmdNilNLxyOpneKOlWa+1rrLWvX/l4Q8B1AQAAADuW9tK6vvt69Xf2y4k78qY8WWtDrWmqOCVJ6m7v3vCcxHBCi6VFnR89f8Vxf6YUg78BYGcSbkJP5p7U5ZnLYZfS0MoJmR6V1Bx0IQAAAEClpLyUEm5C0nL3z+zirKbmpkKtKVfMSdKWnUySlM6krzhOJxMA7M6p4VOSpDPemZAraWxbLpeTNCMpbYz5kqQ5/6C19t8EVhUAAACwQ17eUzafXd2tze/+yeaz6m7buIsoaBOzE5K04UwmServ7Nf13ddfM5cpm88q1hJTvDUeZIkA0LCODh1VU6RJpzOn9bKbXxZ2OQ2rnJDp71Y+AAAAgJrndwH5XUFu1/KwbC/v6daBW8Mqq6xOJml5Scd3n/7uFcey+SxL5QBgF9qb23V44DDDvwO2Zchkrf3zahQCAAAAVELKS6kl2qIjg0ckrelkKoS7w1xuNidp85lM0vJcps9e/Ky8vLe6m5yX91gqBwC7lHST+tSFT2mptKRoJBp2OQ1pw5lMxpi/Wfn1nDHm7NUf1SsRAAAAKF/aS+vY0DG1RFskSQOdA4qYyOpco7CU28l0yl2eG7J2yVy2kCVkAoBdSg4nNb0wrYcvPxx2KQ1rs8HfP7vy6+skvX6dDwAAAKCmzC/N6/zI+dWlcpLUHG3WQOdA6CHTxOyEoia65Vylw4OH1RJtWV32t7C0oNHCKMvlAGCX/Fl9pzOnwy2kgW0YMllrvZVfn1jvo3olAgAAAOW5OHpRc4tzqy8kfE7MCX+5XDGn7rZuGWM2Pa8l2qJjQ8eU8pY7mcamx2RlV2dLAQB2Zn/3fvW19zGXKUCbdTJJkowxdxhjHjLGTBpjpowxeWNMuPu/AgAAAOvwg5mEm7jiuBN35E15IVT0rMnZyU13llsr6SZ1fuS85pfmV8MxOpkAYHeMMUq4idVOUVTeliGTpA9KeoO1ttta22WtjVtru4IuDAAAANiutJeWE3M03DV8xXEnHn4n00RxQj1tPWWdmxxOan5pXveP3r+6zM8fAg4A2LnkcFIPjz+sqSK9M0EoJ2QasdbeH3glAAAAwC6lM+lrupik5S6gwnxB+bl89YtakZvNqbd986HfPn+5X8pLrYZMDP4GgN3zf76yZC4Ym+0ud4cx5g5J9xhj/pcx5sf8YyvHAQAAgJpxafqSnpx88pp5TNKzAU2Yw7+308nkxl05MUfpTFrZfFbtTe3qamUxAQDs1gnnhIwMIVNAmjZ5bO0OcjOSXrHmayvpU4FUBAAAAOyA/4Jh7c5yvuH48vK5bCGrW/pvqWZZqyZnJ8sOmaTluVJpL63jznE5cWfLgeEAgK3FWmI61H9IqUwq7FIa0oYhk7X2HZJkjHmRtfbutY8ZY14UdGEAAADAdqS9tJoiTTo2dOyax8LuZJpbnNPs4mzZg7+l5bkhX3joCzLG6Lqu64IrDgD2mORwUp9/8PMq2ZIippwpQihXOf81P1TmMQAAACA0qUxKRwaOqK257ZrHBmODksILmSZmJyRpWyGTv+zvydyT7CwHABWUdJOaLE7qsfHHwi6l4Ww2k+kFxpiflzRgjPm5NR8fkBQt5+LGmJ8xxtxjjJkzxvzZVY+93Bhz0RgzY4z5ijHmhk2uc2DlnJmV5/xAeb89AAAA7AVLpSWdzZ5ddx6TJLVEW9Tf0S+v4FW3sBW5Yk6S1NtW3uBvSTo2eExNkeWFBwz9BoDKWbu5Aiprs06mFkkxLS+pi6/5mJJ0Z5nXz0j6VUkfWXvQGNOv5ZlOvyKpT9I9kv7XJtf5K0kpSfskvVfSJ4wxA2XWAAAAgAb34KUHNbMws+48Jp8Td+RNhRQyzeYkSd3t3WU/p625TUcGjkh6dqYUAGD3buq7SV2tXQz/DsBmM5m+Julrxpg/s9Y+sZOLW2s/JUnGmNslPWfNQ3dIumCt/fjK4x+QdMkYc9hae3HtNYwxhySdkvQKa+2spE8aY/6tpDdJ+vBO6gIAAMDu5OfyipqoOlo6yj7/sYngliV86eEvSVqes7ERJ+7oydyTgdWwmZ10MknL77afGzlHJxMAVFDERHTSPal0Jh12KQ1nw5DJGPPb1tp/K+n3jDH26settW/YxX2PSjqz5lrTxphHVo5fXOfcR621+TXHzqwcBwAAQAje8Yl3yO1y9aHXlzeq8z2ffY++/vjXA61psHNQ13dfv+HjbszVd576TqA1bGQnM5kk6XnPeZ7+IvUXuqFnw8kSAIAdSLpJ/d63fk+F+YJiLbGwy2kYG4ZMkv5i5dffDOC+MUljVx2b1PJyvPXOnVzn3HW32DDGvFPSOyVp//79u6sSAAAA1yjMF3Qme0ZP5J6QtVbGmE3PXywt6p6n79GrbnmV3nTsTYHVdWPvjZvW4sQdTc1NaXp+Wp0tnYHVsZ7J4vI/Z7fbyfSqQ6/S37/973XzvpuDKAsA9qzEcEIlW9K57Dm9YP8Lwi6nYWy2XO7eNed8Y2WpWqUUJHVddaxLUn6X58pae5ekuyTp9ttvv6YDCwAAALtzNntWJVvS+Oy4nsg9oQO9BzY9/4GxBzS7OKtX3foqvezml1WnyHW4cVeSNFIY0U19N1X13hOzE2ptal1357vNGGN0eOBwQFUBwN6VcBOSpLSXJmSqoM0Gf/t+QtIZY8y3jDH/nzHm9caY7b0Fc60Lkk76XxhjOiXdvHJ8vXNvMsas7XI6ucG5AAAACNjaGRblDE31z9lsKHc1+HONvHz1h3/nirltdzEBAILT3datm/tuZi5ThW0ZMllr326tPaTlYd1PSfp9XbvUbV3GmCZjTJukqKSoMabNGNMk6W8lHTPGvGnl8f9H0tmrh36v3P9BSWlJ7195/g9LOiHpk2X9DgEAAFBRaS+tA70H1NncWdY/zlOZlAY6B3Rd17rTDqrGD5my+WzV752bzW17HhMAIFgJN6HTmdOylkVQlbJlyGSMeZsx5g8lfULSD0j6PUn/oszrv0/SrKRflvS2lc/fZ60d0/LucP+vpAlJz5P0o2vu+WFjzNqd435U0u0r5/5XSXeuXAMAAABVZK1VKpPS7dfdrhPuCZ32Tm/5nJSXUsJNbDm7KWhObCVkKoQQMhVz6mnrqfp9AQAbSwwnND47rqcmnwq7lIax2eBv329LekTShyV9xVr7eLkXt9Z+QNIHNnjsnyStu8DcWvvTV339uKSXlHtfAAAABOPJySc1PjuuhJvQQOeA7vrOXZpdmFV7c/u650/MTujxicf15mNvrnKl12ptalVfe184y+Vmczq472DV7wsA2Ji/jDvtpbW/h43DKqGc5XL9kn5KUpuk/9cY8x1jzF9s8TQAAAA0IH95XHI4qeRwUkt2SedHzm98/so8psRwIvjiyuDEnVCWy00UJ1guBwA15lD/IXU0dyiVSYVdSsMoZ7lcl6T9km6QdEBSt6RSsGUBAACgFqW8lDqbO3XLvlt00lnex2Wzf5ynM2lFTVTHh45Xq8RNObHqh0zWWk0WJ9XbzuBvAKgl0UhUJ5wThEwVVM7ucv8s6fWSzkp6i7X2Vmvt24MtCwAAALUolUnphHtC0UhU/Z392t+zXylv43+cp7yUDg8cVkdLRxWr3JgTd6o+k6kwX9BiaZGZTABQg5LDSd0/dr+KC8WwS2kI5SyXO2Gtfbe19i+ttU9XoygAAADUntmFWV0cu6iEm1g9lnSTSmVS6+7Ms1Ra0hnvzBXnh82Nu5qYnajqi4ncbE6SCJkAoAYl3IQWS4s6P7rx0m+Ur5xOJgAAAEAXRi5osbSo5HBy9VjCTWhsemzdYdqPjD+iwnyhZuYxScudTFJ1d5ibKE5IEjOZAKAG+W+E+DMHsTuETAAAACiLvyzOn8UkPTvQe715Fv7Q77WhVNhWQ6YqzmVa7WQiZAKAmtPf2a/93fuZy1QhhEwAAAAoSyqT0v6e/erv7F89dmTgiFqbWtedy5TKpNTT1qMDPQeqWOXm3JgrqbqdTLliTpLU28bgbwCoRYnhxOobI9idcnaX+6AxpssY02yM+ZIxZswY87ZqFAcAAIDaYK1VKpNS0r2yK6k52qzjQ8fXXWaQyqSUcBMyxlSpyq0NxYYkad3lfUHxO5m627qrdk8AQPkSbkLZQraqfzc0qnI6mV5hrZ2S9DpJj0s6KOkXgywKAAAAtcXLexqdHl13iHfCTejC6AXNLc6tHsvP5fXw5Ydrah6TJHW0dKi7rbu6y+VWOplYLgcAtclf1s1cpt0rJ2RqXvn1tZI+bq2dDLAeAAAA1CB/GcF6oVFyOKn5pXndP3b/6rGz2bOysjo1fKpKFZbPiTlVDZkmZicUb42rKdJUtXsCAMp3eODw8tJv5jLtWjkh02eNMRclPVfSl4wxA5Kqt+crAAAAQpfKpNTa1KrDA4evecx/B3jtP85PZ07LyOiEc6JqNZbLiTvyCtVbEjFZnGQeEwDUsJZoi44NHVt3viC2p5yQ6T9IeqGk2621C5JmJL0h0KoAAABQU1JeSseHjqsl2nLNY0OxIblx94qQKZ1J6+C+g4q3xqtZZlncuFv1TibmMQFAbUu4CZ0fOa/5pfmwS6lr5YRMf2KtHbfWLq18bST9ZYA1AQAAoIbMLc7pwsiFdecx+ZJucnVJnbVWaS+92uFUa5y4o8szl6+YIRWkXDHHPCYAqHFJd3np98XRi2GXUtfKCZmeMcb8gSQZY3ol/YOk/xloVQAAAKgZF8cuan5pftPQKDGc0DNTz2i0MKrHc48rV8zVbMjkxlxJ0mhhtCr3y83m1NvOcjkAqGX+31mnvdMhV1LftgyZrLW/IqlgjPmwlgOm37LW/mnglQEAAKAmnM4s/4N7004mfy6Tl1pdNrfZ+WFy4o4kKVuozpK5XDGnnraeqtwLALAzTtyRE3fYYW6XNtziwhhzx5ovvy3pVyR9R5I1xtxhrf1U0MUBAAAgfGkvLTfuroYz6zk6eFTNkWalM2lNz08r1hLTwX0Hq1hl+fzfh5cPfvj3YmlRU3NThEwAUAfWLv3Gzmy2j+rrr/o6Jal55biVRMgEAACwB6QzaSXdzZe+tTa16rbB25T2lkOmk+5JRUw5kxmqr5oh02RxUpKYyQQAdSDhJvT5Bz+vS9OX1N/ZH3Y5dWnDkMla+45qFgIAAIDaMzY9pqenntZPnPqJLc9NDCf0v87+Ly0sLehfP+9fV6G6nYm1xBRriVVlh7ncbE6SmMkEAHVg7dLvHzz4gyFXU5+2fHvJGPNBY0yXMabZGPMlY8yYMeZt1SgOAAAA4drOfKXkcFLFxaKW7JISw1ufHyY37lZlJlOumJMklssBQB1Yu/QbO1NOD/MrrLVTkl4n6XFJByX9YpBFAQAAoDakvbSaI806NnRsy3PXLqmr1aHfPifuVKeTiZAJAOpGW3ObjgweUcpLhV1K3SonZPKX1L1W0settZMB1gMAAIAaks6kddvgbWptat3y3Ou6rlN/R78O9B6o+eVhbtytSsg0MTshiZlMAFAvEm5CZ72zWiwthl1KXdps8LfvfxtjLkqalfSvjTEDkorBlgUAAICwLZYWdTZ7Vm8+8eayzjfG6D0veI/amtoCrmz3nJijsekxLSwtqDnaHNh9mMkEAPXl8MBhzS7OarQwquGu4bDLqTtbhkzW2l82xnxQ0qS1dskYMy3ph4IvDQAAAGF6YOwBzS7Obmvp29uS9TG604k7srIamx4L9EVErphT1EQVa4kFdg8AQOWs3YGUkGn7yulkkqRhST9gjFn7ttRHA6gHAAAANSLtpSVJp4ZPhVtIAPwXEZl8JvCQqbutW8aYwO4BAKgcJ7b890M1llQ3oi1DJmPM+yW9RNJtkj4n6dWS/lmETAAAAA0tlUmpv6Nf13VdF3YpFVetFxG52RxL5QCgjrhxV5KqsgNpIypn8Pedkl4uKWutfYekk5K6A60KAAAAoUt5KSWGEw3ZhbP6IiLgkGlidoKh3wBQR+KtcXU2d9LJtEPlhEyz1tqSpEVjTJekUUnXB1sWAAAAwjQxO6HHJx5X0k2GXUog4q1xdTR3BP5O9WRxUr1tdDIBQL0wxsiJO/LyXtil1KVyQqZ7jDE9kv5I0r2STkv6ZpBFAQAAIFz+PKbkcGOGTMYYuXE3+E6m4oS621gEAAD1xIk7dDLtUDm7y7175dMPG2O+IKnLWns22LIAAAAQpnQmrYiJ6PjQ8bBLCUw1XkTkZnMslwOAOuPEHN395N1hl1GXtuxkMsZ8yf/cWvu4tfbs2mMAAABoPCkvpcMDh9XR0hF2KYFxYo68QnDLIYoLRRUXiwz+BoA648QdjRXGtFhaDLuUurNhyGSMaTPG9EnqN8b0GmP6Vj4OSGq8LUYAAAAgSVoqLemMd0YJNxF2KYEK+kVErpiTJPW09QRyfQBAMJy4oyW7pEvTl8Iupe5s1sn0Li3PYDq88qv/8RlJvxd8aQAAAAjDI+OPqDBfaNh5TD7/RcTY9Fgg1ydkAoD65MZWdiANeHOIRrRhyGSt/R1r7Y2SfsFae5O19saVj5PWWkImAACABrU69LtBd5bzrb6ICGgu08TshCQxkwkA6owTdyQF9/dDI9tyJpO19kPVKAQAAAC1IZVJqbutWwd6D4RdSqCCfhGRm81JEjOZAKDOuPHlNyG8fHBz+xrVliETAAAA9pZUJqWEm5AxJuxSArUaMgW0HILlcgBQn7rbutXW1EbItAOETAAAAFiVn8vr4csPN/w8Jmk5/AnyRQQhEwDUJ2OMnLjDcrkdaNroAWPMqc2eaK09XflyAAAAEKaz2bOysg0/j0kK/kXExOyE2pra1NbcFsj1AQDBcWIOg793YMOQSdJvrfzaJul2SWckGUknJN0j6QXBlgYAAIBqO505LSOjk+7JsEupiiBfRORmcwz9BoA65cQdfffp74ZdRt3ZbHe5l1prXyrJk3TKWnu7tfa5kpKSnqlWgQAAAKiedCatg/sOKt4aD7uUqgiyk2myOKneNoZ+A0A9cuOuRgojKtlS2KXUlXJmMt1qrT3nf2GtPS/pSHAlAQAAIAzWWqW99J6Yx+TzX0QslZYqfu2J4oS627orfl0AQPCcmKPF0qIuz1wOu5S6Uk7IdNYY88fGmJesfPyRpLNBFwYAAIDqejz3uHLFnBJuIuxSqibIFxG52Zx62+lkAoB65O9Ayg5z21NOyPQOSRck/ezKx30rxwAAANBAUpmUJO2tkGnlRUQQS+YmZieYyQQAdcqNu5IImbZrs8HfkiRrbdEY82FJn7PWPlCFmgAAABCCdCatWEtMB/cdDLuUqll9p7rg6YROVOy61lpNFifV09ZTsWsCAKonyDchGtmWnUzGmDdISkv6wsrXCWPM3wVcFwAAAKos7aV10j2paCQadilV479TXekXEYX5gpbsEiETANSpvvY+tURbCJm2qZzlcu+X9L2ScpJkrU1LujG4kgAAAFBtM/Mzujh2cU8tlZOCexExMTshSSyXA4A6ZYyRE3OULRAybUc5IdOCtXbyqmM2iGIAAAAQjnMj57Rkl5R0987OclJwLyJyszlJYvA3ANQxJ+7QybRN5YRMF4wx/1JS1BhzizHmQ5K+EXBdAAAAqKJ0Ji1JOumeDLeQEATxIiJXzEmSutu6K3pdAED1EDJt35aDvyW9R9J7Jc1J+ktJX5T0X4IsCgAAYCdKtqRvPvlNzS3OhV1K3fnKY1/Rgd4D6uvoC7uUqnPizurOettVXCjq209/W0ulpSuOf/fp70qSetvoZAKAeuV3ulprZYwJu5y6UE7I9Fpr7Xu1HDRJkowxPyLp44FVBQAAsANfeuRL+ulP/3TYZdStNx9/c9glhMKJORopjKhkS4qYchr9n/Xnp/9cH/z6B9d9rDnSrMHYYCVKBACEwIk7ml+a1+WZy+rv7A+7nLpQTsj0H3RtoLTeMQAAgFB99+nvqiXaor/+0b/mHccdOLTvUNglhMJ/ETE+M77tFxHffea7uqHnBv326377msf2te9TvDVeoSoBANXmxB1JUraQJWQq04YhkzHm1ZJeI+k6Y8zvrnmoS9Ji0IUBAABsV9pL6+jQ0T05Vwg7t9MXEdZapb20Xn7zy3XCORFUeQCAkLhxV5KUzWd1bOhYyNXUh836gTOS7pFUlHTvmo+/k/TK4EsDAAAo3/zSvM6PnNcp91TYpaDOrH0RsR1P5J7QxOyEksN7a0c+ANgrdvr3w162YSeTtfaMpDPGmL9cOW+/tfaBqlUGAACwDRfHLmpucU6J4UTYpaDO7PRFRNpLS5KSLiETADSifR371BRpUrZAyFSuciYbvkpSWtIXJMkYkzDG/F2QRQEAAGxXOpOWJCXcRKh1oP7s9EVEOpNWZ3OnDu47GFBlAIAwRUxEQ7EheXkv7FLqRjkh0wckfa+knCRZa9OSbgysIgAAgB1IeSkNxYZWu1KAcu30RcRp77ROuCcUjUQDqgwAEDYn7rBcbhvKCZkWrLWTVx2zQRQDAACwU+lMWkk3ya5y2BEn7mwrZJpdmNXF0YvMYwKABufEHJbLbUM5IdMFY8y/lBQ1xtxijPmQpG8EXBcAAEDZLk1f0pOTTzKPCTvmxLb3TvX5kfNaskvMYwKABue/CWEtvTblKCdkeo+ko5LmJP2VpClJ/zbAmgAAALblTPaMJAYwY+ec+PI71eW+iEhlUpKkk+7JIMsCAITMjbuaW5xTrpgLu5S6sGXIZK2dsda+11r7Pdba21c+L+72xsaYwlUfSytdUuud+5Mrj689/yW7rQEAADSGVCalpkiTjg4dDbsU1KntvohIeSnt79mvfR37gi0MABCqne5Aulc1bfSAMeaz2mT2krX2Dbu5sbU2tuZeMUlZSR/f5CnftNZ+327uCQAAGlMqk9LhgcNqb24PuxTUqbUvInrbezc911qrVCalF+5/YTVKAwCEyIk7kpb/fjgyeCTkamrfhiGTpN+sWhXSmySNSvp6Fe8JAAAawFJpSWezZ/WmY28KuxTUse28iPDynsamxxj6DQB7gBNb/vvBK2xvB9K9asOQyVr7Nf9zY0yLpMNa7mx6wFo7X+E63i7po3bzRfBJY8wlSeOS/kLSr1trFytcBwAAqDMPXX5IMwszzGPCrmznRYQ/jynhJoIsCQBQAwY6BxQ1UZbLlWmzTiZJkjHmtZI+LOkRSUbSjcaYd1lrP1+JAowxN0j6fkn/v01O+z+Sjkl6QstDyP+XpEVJv77O9d4p6Z2StH///kqUCAAAatjpzGlJYmc57Mp2XkSkvJRam1p1eOBwFSoDAIQpGolqIDZAyFSmcnaX+y1JL7XWvsRa+/2SXirpv1ewhh+X9M/W2sc2OsFa+6i19jFrbclae07Sf5Z05wbn3rUyoPz2gYGBCpYJAABqUTqTVl97n/Z38+YSds5/EeHlt+5kSmfSOj50XM3R5ipUBgAImxtzy/r7AeWFTHlr7cNrvn5UUr6CNfyEpD/f5nOslruqAADAHpf20koOJ2UM/zTA7rgxd8t3qucW53Rh9ALzmABgD3HijrIFOpnKUU7IdI8x5nPGmJ80xrxd0mclfdcYc4cx5o7d3NwY80JJ12nzXeVkjHm1MWZo5fPDkn5F0md2c28AAFD/JouTemT8EWbjoCLKeRFx/9j9ml+aZwYYAOwhTtxRNp/V5mOkIZUXMrVJGtHy3KSXSBqT1C7p9ZJet8v7v13Sp6y1V3RGGWP2G2MKxhi/7/3lks4aY6YlfU7SpyT92i7vDQAA6lzaS0tiHhMqo5wXEatDv/meA4A9w427mlmYUX6ukou6GtOWg7+tte8I6ubW2ndtcPxJSbE1X/+CpF8Iqg4AAFCf0pm0IiaiE86JsEtBA1j7IqKrrWvdc1KZlNy4q6HYUJWrAwCEZXUH0ry34d8PWFbO7nI3SnqPpANrz7fWviG4sgAAALaW8lI61H9IsZbY1icDWyjnRYQ/AwwAsHc48eW/H7KFrG4duDXkamrbliGTpE9L+hMtz2IqBVoNAABAmUq2pDPeGb3m1teEXQoaxFYvIkYLo3pm6hn95KmfrHJlAIAwuXFXkrbcHALlhUxFa+3vBl4JAADANjw6/qim5qYYwIyK2epFRMpjHhMA7EUDnQMyMoRMZSgnZPodY8z7Jf2DpDn/oLX2dGBVAQAAbCGdSUviBT8qx38R4eW9dR9PZ9JqjjTr6ODRKlcGAAhTc7RZA50DG/79gGeVEzIdl/Tjkl6mZ5fL2ZWvAQAAQpHyUupq7dJNfTeFXQoahP8iYqN3qtNeWkeHjqq1qbXKlQEAwubEHWULdDJtpZyQ6Uck3WStnQ+6GAAAgHKlvbROuicVMZGwS0ED2ehFxGJpUWezZ/WjJ340hKoAAGFz4o4eG38s7DJqXjn/KjsvqSfgOgAAAMpWmC/owUsPMo8JFefEnXU7mR4Ye0DFxSLLMwFgj3JiDsvlylBOJ1OPpIvGmO/qyplMbwiqKAAA0JjueeYe/co//oqWSku7us780rxKtsQLflScG3f1pYe/pFd85BVXHC/MFySJYBMA9ig37qowX9APfuQHZWR2da2u1i79yZv+RN1t3RWqrnaUEzK9P/AqAADAnvC/L/5vPZF7Qi+/+eW7vtaLbniRnn/98ytQFfCsO47eocszl1WypWseu6HnBl3XdV0IVQEAwvbKQ6/UxbGLWigt7Oo6l2cu69tPfVsPXXpItz/n9gpVVzuMtXbrk4wZkvQ9K19+x1o7GmhVFXL77bfbe+65J+wyAADAijf+xRvV2dKpj73lY2GXAgAAUHXnsuf0xv/5Rn34jR/WDx78wbDL2TFjzL3W2mtSsi1nMhlj3izpO1oeAP5mSd82xtxZ+RIBAEAjKy4Udf/Y/UoOs9wIAADsTb3tvZKkydnJkCsJRjnL5d4r6Xv87iVjzICkf5L0iSALAwAAjeX8yHktlhaVcBNhlwIAABAKfw7TRHEi5EqCUc7ucpGrlsddLvN5AAAAq1JeSpIImQAAwJ4Va4mpKdKk3Gwu7FICUU4n0xeMMV+U9FcrX79F0ueDKwkAADSidCat/d371d/ZH3YpAAAAoTDGqKetp2E7mbYMmay1v2iMuUPS960custa+7fBlgUAABpN2kvre6//3rDLAAAACFVve+/e7WQyxtwo6XPW2k+tfN1ujDlgrX086OIAAEBjyExllC1kWSoHAAD2vO62buWKubDLCEQ5s5U+Lqm05uullWMAAABlSXtpSVLSZWc5AACwt/W09zRsJ1M5IVOTtXbe/2Ll85bgSgIAAI0mnUmrtalVhwcPh10KAABAqHrbevd0J9OYMeYN/hfGmB+SdCm4kgAAQKNJeSkdGzqmlijvUwEAgL2tp71HE7MTstaGXUrFlRMy/bSk/2iMedIY86SkX5L0zmDLAgAAjWJ+aV7nR84zjwkAAEBST1uP5pfmVVwshl1KxZWzu9wjkp5vjImtfF0IvCoAANAw7h+9X/NL88xjAgAA0HInkyRNzE6ovbk93GIqrJxOJknL4RIBEwAA2K6Ul5IkJYcJmQAAAHrbeiWpIecylR0yAQAA7EQ6k5YTd+TEnbBLAQAACN3aTqZGs2HIZIz5kZVfb6xeOQAAoNGkMimWygEAAKzoaeuRJE0WJ8MtJACbdTL9h5VfP1mNQgAAQOMZmx7T01NPM/QbAABghd/JlJvNhVpHEDYb/H3ZGPMPkm40xvzd1Q9aa98QXFkAAKARpL20JOYxAQAA+PxOpoli4y2X2yxkeq2kU5L+QtJvVaccAADQSNKZtJojzTo6eDTsUgAAAGpCa1OrOpo79lYnk7V2XtK3jDEvtNaOGWNiK8fZYQ4AAJQllUnpyOARtTW3hV0KAABAzehp69mzu8sNGWNSki5Ius8Yc68x5ljAdQEAgDq3WFrU2exZ5jEBAABcpae9pyE7mcoJme6S9HPW2hustfsl/fzKMQAAgA09eOlBzS7OMo8JAADgKj1tPQ05k6mckKnTWvsV/wtr7VcldQZWEQAAaAjpTFqSlHQJmQAAANZq1E6mzQZ/+x41xvyKlgeAS9LbJD0aXEkAAKARnM6c1r6OfXpO93PCLgUAAKCm9Lb1arI4GXYZFVdOJ9NPSRqQ9ClJn5TUv3IMAABgQ2kvraSblDEm7FIAAABqSnd7t3LFnEq2FHYpFbVlJ5O1dkLSv6lCLQAAoEFMzE7osYnHdOexO8MuBQAAoOb0tvWqZEvKz+XV3dYddjkVU85yOQBoOJmpjP75iX+uyLVu6LlBz7v+eRW5FlBvcrM5/dMj/3TNu3CPji+vrGdnOQAAgGv1tPdIWn5jjpAJAOrcr3/11/W5Bz9XkWu1RFt0/mfPKxqJVuR6QD35aOqj+p1v/M66j8VaYjruHK9yRQAAALWvt61XkhpuLtOWIZMx5kXW2ru3OgYA9cJaq3sz9+qVt7xS73vp+3Z1rc/c/xn95td/U5dmLmkoNlShCoH68fTk0xrsHNQn3/rJax6Lt8bV2cKGtAAAAFfrbl/uXpqYnQi5ksoqp5PpQ5JOlXEMAOqCl/c0UhjR865/noa7hnd1rUP9hyRJ2XyWkAl7UraQ1XDX8K7/XwIAANhL/E6mXDEXbiEVtmHIZIx5gaQXShowxvzcmoe6JLEmBEDdSntpSVJyOLnra7lxV9JyyHTSPbnr6wH1JpvProatAAAAKM/amUyNJLLJYy2SYloOouJrPqYksVUMgLqVzqTV2tSqwwOHd30tJ+ZIkryCt+trAfXGWisv78mJO2GXAgAAUFe6WrtkZPbOTCZr7dckfc0Y82fW2ieqWBMABOq0d1rHho6pJdqy62v1tveqJdqibD5bgcqA+lKYL2hmYWY1bAUAAEB5opGoutq6lJvNhV1KRZUzk6nVGHOXpANrz7fWviyoogAgKHOLc7owckE/nvzxilzPGCMn7sjL08mEvcf/vqeTCQAAYPt62no0UWys5XLlhEwfl/RhSX8saSnYcgAgWBfHLmp+aV6nhiu3d4Ebc+lkwp5EyAQAALBzve29e7KTadFa+z8CrwQAqiDlpSRJCTdRsWs6cUf3PnNvxa4H1As/XHVjbsiVAAAA1J+eth6NzYyFXUZFbTb42/dZY8y7jTGuMabP/wi8MgAIQCqTkhN3Ktp54cQdjRRGVLKlil0TqAfZfFZGRgOxgbBLAQAAqDs97T2anN0jg7/XePvKr7+45piVdFPlywGAYKUzaSXdZEWv6cZdLZQWND4zrv7O/opeG6hl2UJW/Z39FRmiDwAAsNf0tPUoV8yFXUZFbRkyWWtvrEYhABC0sekxPT31tH7i1E9U9Lp+V5SX9wiZsKd4eU9unKVyAAAAO9HT3qPCfEHzS/MN86bdliGTMWbdV2PW2o9WvhwACE7aS0uq7DwmSavbt2cLWR3X8YpeG6hl2XxWN/bxXhQAAMBO9Lb1SpImi5Ma6GyM8QPlLJf7njWft0l6uaTTkgiZANSVVCal5kizjg4ereh1/U4OdpjDXpMtZPWC/S8IuwwAAIC61N3eLUnKzeb2TshkrX3P2q+NMT2S/jqoggAgKOlMWkcGj6itua2i1+3r6FNzpHl1O3dgLyjMF5Sfy1d0iD4AAMBe4ncyNdJcpnJ2l7vatCR64wHUlcXSos5mz1Z8qZwkRUxEQ7EhOpmwp/jf78xkAgAA2Jme9h5J0sTsRLiFVFA5M5k+q+Xd5CQpKumIpL8JsigAqLQHLz2o2cVZJYcru7Ocz4k7hEzYU/zvd38mGQAAALanETuZypnJ9JtrPl+U9IS19umA6gGAQKQyKUlS0g0uZDqbPRvItYFatBoysVwOAABgR/xOptxsLtQ6KmnL5XLW2q9JuigpLqlX0nzQRQFApaUyKe3r2KfndD8nkOu7cVfZfFbW2q1PBhqAV1ieQTYUGwq5EgAAgPrU0dyh5khzQ3UybRkyGWPeLOk7kn5E0pslfdsYc2fQhQFAJaW9tJJuUsaYQK7vxB3NL8031HpqYDPZfFb7Ovaptak17FIAAADqkjFGPe09DfUaopzlcu+V9D3W2lFJMsYMSPonSZ8IsjAAqJSJ2Qk9NvGY7jwWXD7uxpaHH2cLWfV19AV2H6BWZPNZlsoBAADsUk9bz97qZJIU8QOmFZfLfB4A1IS0l5akQHaW8/kvtr28F9g9gFqSLWRXw1UAAADsTG97ryZnJ8Muo2LKCYu+YIz5ojHmJ40xPynp7yV9PtiyAKBy0pm0Iiai487xwO7hh0zsMIe9gk4mAACA3etu69ZEcQ8tl7PW/qIx5g5J37dy6C5r7d8GWxYAVE7aS+vW/lvV2dIZ2D36O/oVNVE6mbAnzC7MKlfMETIBAADsUm97r854Z8Iuo2I27GQyxhw0xrxIkqy1n7LW/py19uckjRljbq7EzY0xXzXGFI0xhZWPBzY4zxhjfsMYc3nl4zdMUNN7ATSUki0tD/0eTgZ6n2gkqsHYIJ1M2BP873MnRsgEAACwG/5MpkbZpXqz5XK/LWlqneOTK49Vys9Ya2MrH7ducM47Jb1R0klJJyS9XtK7KlgDgAb18OWHVZgvBDqPyefGXWULhExofF5huWOPTiYAAIDd6Wnv0fzSvGYXZsMupSI2C5mGrLXnrj64cuxAYBWt7+2Sfsta+7S19hlJvyXpJ7d6klVjJIEAds4f+h10J5O0/IKbTibsBaudTIRMAAAAu9LT1iNJDbPD3GYzmXo2eay9gjX8ujHmv0p6QNJ7rbVfXeeco5LWLlI8s3JsUxOzjTM8C6g1P/3pn9a3n/p22GVsqbhYVHdbtw70Hgj8Xm7M1Vce+YqstWJFLxqZHzKxuxwAAMDu9LT3SFrOL4a7hnd9vbHpMd35sTs1NbfewrTgbRYy3WOM+VfW2j9ae9AY839JurdC9/8lSfdJmpf0o5I+a4xJWGsfueq8mJaX6fkmJcWMMcZetXDRGPNOLS+vU/f13RUqE8BaU8Up/ePD/6jnPed5Ojx4OOxytnT7dbcrYsrZTHN3nLij2cVZTc1NqbuNnz9oXNl8Vr3tvWprbgu7FAAAgLrW29YrqXKdTN988pt6euppvenomxRrjVXkmutJK73u8c1Cpn8r6W+NMW/Vs6HS7ZJaJP1wJYqy1q5tg/hzY8yPSXqNpA9ddWpBUtear7skFa4OmFaueZekuySp+0A36+WAAJzNnpUk/d8v+L/1ohteFHI1tcNfOuTlPUImNLRsIcvQbwAAgArwO5lys7mKXC+VSamjuUO/9spfU1Nks8hnd96v9697fMO39q21I9baF0r6T5IeX/n4T9baF1hrgxo6YiWtt8bkgpaHfvtOrhzbVHGpqMni5FanAdimVCYlI6MTzomwS6kpa0MmoJFl81nmMQEAAFRApWcypTIpHXeOBxowbWbL9SPW2q9Yaz+08vHlSt3YGNNjjHmlMabNGNO00jH1YklfWOf0j0r6OWPMdcaYYUk/L+nPyrnPGe/M1icB2JaUl9It/bco3hoPu5Sa4nd2MPwbjc7Le4RMAAAAFbB2JtNuFReKun/sfiXd4Dc92kjwQ0o21izpVyWNSbok6T2S3mitfdAY8y+MMYU15/6hpM9KOifpvKS/Xzm2KSOzurMUgMqw1irtpauyW1u9GYwNKmIihExoaHOLcxqfHWe5HAAAQAW0RFvU2dxZkU6m86PntVhaDPW1Wjj9U5KstWOSvmeDx76u5WHf/tdW0r9f+Shba1OrUpnUbsoEcJXHJh7TZHEy1HS8VjVFmjTYOahsgZAJjcv//qaTCQAAoDJ62nsq0smUzqQlSQk3setr7VSYnUyB62juUNpLq2RLYZcCNAw/uA3zB1ctc+IOnUxoaP73txt3Q64EAACgMfS09VRknnQqk9L13derv7O/AlXtTMOHTFNzU3ps/LGwSwEaRtpLK94a1837bg67lJrkxAiZ0NgImQAAACqrp72nIrvLpb106M0ADR8ySctDigFUhv+DK2Ia+sfHjjlxR17e0/IqX6Dx+CHTUGwo5EoAAAAaQ09bjyaKu1su5+U9ZQvZ0GfnNvSrxNamVsVb4wz/Bipken5aF8cuhp6O1zIn7mh6YVqF+cLWJwN1yCt46mrtUmdLZ9ilAAAANITe9t5ddzL585jCnp3b0CGTtDw3huHfQGWcy55TyZYImTbhD0P28l7IlQDByOazDP0GAACooO62bk0WJ3c1TzrlpdQSbdHhwcMVrGz79kTI9OClB+kqACrA7wokZNqYG1ueU8NcJjQqL+/JiREyAQAAVEpve6+srKaKUzu+RiqT0rGhY2qJtlSwsu3bEyFTyZZ0Lnsu7FKAupfyUrqp7yb1tPeEXUrN8och+9u8A42GTiYAAIDK6mnrkaQdz2WaX5rX+ZHzoc9jkvZIyCSJuUzALllrlcqk6GLawkBsQEaGTiY0pPmleV2aucTOcgAAABXkv4m/07lMF0cvan5pPvR5TNIeCJl62nt0U99Nq0OwAOzM05NP6/LM5Zr4wVXLWqIt6u/sZyYTGtJoYVSS6GQCAACoIL+TKVfM7ej5KW95DnViOFGZgnah4UMmabmb6XTmNFuKA7tQSz+4ap0Tc+hkQkPyv6/pZAIAAKic3XYypTIpOTGnJv6NtidCpqSb1PjsuJ6afCrsUoC6lcqk1NHcoUP9h8IupeY5cYdOJjQkr7D8fc3gbwAAgMrpbeuVtPNOprSXrpmxJnsjZFoZfsVcJmDn0l5ax53jaoo0hV1KzXPiDoO/0ZD8TiaWywEAAFROV1uXIiaiidntD/6+NH1JT00+VRNDv6U9EjLd0n+LOpo7lMqkwi4FqEvFhaLuG72PeUxlcmOu8nN5FeYLYZcCVJSX9xRriSneGg+7FAAAgIYRMRF1t3Vrsji57ef6zTS1MtZkT4RMTZEmHXeOEzIBO3Rh9IIWS4s184Or1vldHiP5kZArASorm8+yVA4AACAA3W3dO+pkSmVSaoo06djgsQCq2r49ETJJy3OZ7h+7X8WFYtilAHXHD2jpZCqPP3CPJXNoNNl8lqVyAAAAAeht693RTKaUl9KRgSNqa26rfFE7sHdCpuGkFkuLOj96PuxSgLqT9tK6vvt69Xf2h11KXfBfhDP8G40mWyBkAgAACEJPe8+2d5dbLC3qXPZczcxjkvZQyORPWk9n0qHWAdSjlJeqmd0K6sFQbEjSs0OSgUawsLSg0cIoy+UAAAAC0NPWs+1OpocuPaSZhRlCpjD0d/br+u7rmcsEbJOX95TNZ5nHtA2tTa3qa++jkwkNZWx6TFZWbpcbdikAAAANZyedTH6+UUsNAXsmZJKW/8P7k9cBlMfv/mMe0/a4cZdOJjQUf8YYnUwAAACV19PWo+mFac0vzZf9nJSXUl97n67vvj7AyrZnT4VMyeGksoUs3QXANqS8lFqiLToyeCTsUuqKE3cY/I2G4oem/mB7AAAAVE5ve68kbaubKe2ldWr4lIwxAVW1fU1hF1BNfifGf/vn/6Ybe2+84rGIiegNR96g4a7hMEoDduzT931amalMYNf/0iNf0rGhY2qJtgR2j0bkxBx968lv6Q++9Qdhl1KzmiJNevPxN6unvSfsUlAG/w0aBn8DAABUXk9bjyTpru/epb72vi3PX7JLenT8Ud1x9I6AK9uePRUyHR48rOH4sD514VPrPp4r5vTL3//LVa4K2LnMVEY//7mfD/w+P3LsRwK/R6NJDCf0sTMf02/982+FXUpNs7J61/e+K+wyUIZsPqv2pnZ1tXaFXQoAAEDDObjvoFqiLfrTe/+07Oe0RFv0fTd8X4BVbd+eCplaoi362ju/psXS4jWPvfJPX8kyOtQdf9Dbx//lx3Vs6Fhg96GLafvuOHqHXn/49bKyYZdSs171p69iM4Y6ks1n5cSdmmrHBgAAaBS3Dtyqcz97TiVbKvs5ERNRU6S2Yp3aqqYKIiay7gtmhvSiHqW9tFqbWlnOVqOao81hl1DTksNJ3f3E3bLWElzUAa/gsVQOAAAgQLUWGO3Enhr8vRk37tLJhLqT8lI6PnScgAl1KekmNTY9FuhMMVRONp9lZzkAAABsipBphRNzNFIY2VZrGhCmucU5XRi5oISbCLsUYEcSwwlJy2EpattSaUmjhVG5XewsBwAAgI0RMq1w4o4WS4u6PHM57FKAstw/dr/ml+aVHE6GXQqwI7f236q2pjbmMtWBSzOXtGSX5MYImQAAALAxQqYV/pwJlsyhXvgvzOlkQr1qjjbruHNcaS8ddinYgj+zkJlMAAAA2Awh0wo3vvzuLMO/US/SXlpu3OVFH+pa0k3qvtH7NLc4F3Yp2IT/Bgw/bwAAALAZQqYV/jBTQibUi3QmraTLUjnUt8RwQvNL87pv9L6wS8EmVkMmBn8DAABgE4RMK/o6+tQSbVG2QMiE2jc2Paanp55eHZwM1Ct/uSdzmWpbNp9VS7RFve29YZcCAACAGkbItCJiIhqKDdHJhLrAPCY0iqHYkIbjw+wwV+OyhaycuCNjTNilAAAAoIYRMq3hxB1CJtSFtJdWc6RZx4aOhV0KsGvJ4aTSmXTYZWAT2XyWneUAAACwJUKmNZyYw+5yqAvpTFq3Dd6m1qbWsEsBdi05nFQmn9FIYSTsUrCBbD4rt4uQCQAAAJsjZFrDiTvKFrKy1oZdCrChxdKizmbPMo8JDcNf9kk3U20q2ZJGCiMM/QYAAMCWCJnWcOKO5pfmNT47HnYpwIYeGHtAs4uzzGNCw7ht8Da1RFuYy1SjxmfGtVBakBMnZAIAAMDmCJnW8OdNMJcJtSztpSVJp4ZPhVsIUCGtTa06Onh09XsbtSWTz0gSIRMAAAC2RMi0hhtfCZkKhEyoXalMSv0d/bqu67qwSwEqJjGc0LnsOS0sLYRdCq7iv/HCcjkAAABshZBpDf9dWjqZUMtSXkqJ4QRbiaOhJNyEiotFXRy7GHYpuIr/d6L/RgwAAACwEUKmNfZ17FNTpIkd5lCzJmYn9PjE40q6ybBLASrK/55myVztyRayao40q6+jL+xSAAAAUOMImdaIRqIa7Bykkwk1y38BnhwmZEJjGe4a1mDnICFTDcrmsxqKDSli+CcDAAAANse/GK/ixB06mVCz0pm0Iiai40PHwy4FqChjjBLDCaUy7DBXa7L5rNwulsoBAABga4RMV3HiDoO/UbNSXkqHBw6ro6Uj7FKAiku4CT2Re0KXZy6HXQrW8AoeQ78BAABQFkKmq7gxV9l8VtbasEsBrrBUWtIZ74wSbiLsUoBA+HOZznhnQq4EPmutsvns6sYYAAAAwGYIma7ixB0VF4uaLE6GXQpwhUfGH1FhvsA8JjSs485xRU1UKY8lc7VifHZc80vzhEwAAAAoCyHTVfx/SLNkDrVmdeg3O8uhQbU3t+vw4GGlM+mwS8EKfyMMN8ZMJgAAAGyNkOkqbnz5H9IM/0atSWVS6m7r1oHeA2GXAgQm6SZ1xjujpdJS2KVAz77hQicTAAAAytEUdgG1ZrWTKU8nU61bWFqQ1d6ZnZXKpJRwEzLGhF0KEJiEm9D/TP9P3T92vw71HwrsPi3RlsCuvV3WWi2UFrb1nOZIc1V+Fvh/FxIyAQAAoByETFcZ6BxQxEQImWrclx/5st716XepZEthl1JVrz382rBLAALlzxz7ob/4oUDv896XvFc/dftPBXqPcv3C539Bn77v09t6zstuepn+6I4/CqagNby8p6ZIk/o7+gO/FwAAAOofIdNVmiJNGuwcZCZTjfvKo19RR3OH3vW97wq7lKqJRqK689idYZcBBOpA7wF98FUf1EhhJLB7/M25v9GXHvlSTYRMJVvSlx/5sp573XP1khtfUtZzvvXUt/T1x7+uucU5tTa1BlpfNp/VYOegopFooPcBAABAYyBkWocTd5jJVOPSXloJN6F3P//dYZcCoMLedOxNgV5/dHpUnzz/SS2VlkIPTx4bf0xTc1N687E3687j5YXIB/cd1N1P3K0Loxd0avhUoPVlC1mWygEAAKBsDP5ehxNzWC5Xw6bnp3Vx7KISbiLsUgDUoaSb1MzCjB689GDYpSiVSUmSEsOJsp/j/+zznxukbJ6QCQAAAOUjZFqH38lk7d4ZKl1PzmXPqWRLq7NbAGA7/J8dKS/4kGYrKS+lrtYu3dR3U9nPGYwN6rqu65TOpIMrTMsDyb28JzfmBnofAAAANA5CpnU4cUczCzMqzBfCLgXrSHtpSdJJ92S4hQCoS9d3X6++9r7AQ5pypL20TronFTHb++s4OZwMPCSbLE6quFikkwkAAABlI2RahxtffteWuUy1KeWldGPvjept7w27FAB1yBhTlZBmK4X5gh689KCS7va7MhNuQl7eC3Rpt78BBiETAAAAykXItA7/H9TMZao91lqlMinmMQHYlYSb0KPjjyo3mwuthrPZsyrZ0rbmMfn8JX9+Z2cQ/DdaCJkAAABQLkKmdfjzJ/x3cVE7np58WpdnLge+oxKAxuaHNGeyZ0KrwV+ut5PQ/MjAEbVEWwId/u2/0eJ39wIAAABbIWRax0BsQEaGTqYa5C9v2ck7/wDgO+4cV8REQp3LlPbSurnvZnW3dW/7ua1NrTo6dDTQTqZsPquIiWigcyCwewAAAKCxhBYyGWNajTF/Yox5whiTN8akjTGv3uDcnzTGLBljCms+XhJUbS3RFvV39jOTqQalvbTam9p1qP9Q2KUAqGOxlpgO9R8KbS5TJZb+Jt2kzo2c08LSQuUKWyNbyGqwc1BNkaZArg8AAIDGE2YnU5OkpyR9v6RuSe+T9DfGmAMbnP9Na21szcdXgyzOiTmETDUolUnphHOCFz0Adi3hJpT20irZUtXv/eTkkxqfHd9VV2bCTWhucU73j91fucLWyOazzGMCAADAtoQWMllrp621H7DWPm6tLVlr/7ekxyQ9N6ya1nLiDsvlakxxoaj7Ru9bnaUCALuRHE4qP5fXo+OPVv3e/jK9news51sd/h3Qkj8v78mJETIBAACgfDUzk8kYMyTpkKQLG5ySNMZcMsY8aIz5FWNMoK0sTtxh8HeNuTB6QYulReYxAagIP+AJcnj2RlJeSh3NHbta+uvGXQ3FhgKZy2StXQ6Z6GQCAADANtREyGSMaZb0MUl/bq29uM4p/0fSMUmDkt4k6cck/eIG13qnMeYeY8w9Y2NjO67JjbnKz+VVmC/s+BqoLP+F1G7e+QcA3419N6qrtSuUuUzpTFonnBOKRqI7voYxRgk3EUj9hfmCZhZmCJkAAACwLaGHTMaYiKS/kDQv6WfWO8da+6i19rGVZXXnJP1nSXducO5d1trbrbW3DwzsfEcct2t5y+aR/MiOr4HKSmfSur77evV39oddCoAGEDGR5blMVd5hrrhQ1P1j91dk6W/CTejJ3JO6PHO5ApU9y59JSMgEAACA7Qg1ZDLGGEl/ImlI0pusteVukWMlmcAKk1bnULBkrnac9k7vaicmALhacjipBy89WNWu1fMj55eX/lbg59nqXKYKL5nzZxK6cbei1wUAAEBjC7uT6X9IOiLp9dba2Y1OMsa8emVmk4wxhyX9iqTPBFmY/+4tO8zVBi/vKZvPMo8JQEUl3ISsrM54Z6p2T395WyVCpmNDx9QUaar4XCn/DRY3RsgEAACA8oUWMhljbpD0LkkJSVljTGHl463GmP0rn+9fOf3lks4aY6YlfU7SpyT9WpD1DcWGJIkd5mqE/wKQeUwAKumke1JS5TuBNpPOpLW/e39Flv62N7fr8MDhQDqZjIwGYjtfdg4AAIC9J9Ad2jZjrX1Cmy95i6059xck/ULgRa3R2tSqvvY+OplqRCqTUku0RUcGj4RdCoAG0t3WrYN9B6s6lyntpfW9139vxa6XdJP61IVPaam0tKtB4mt5eU/9nf1qibZU5HoAAADYG8JeLlfT3LhLJ1ONSHkpHRs6xgseABWXGE4o7aVlrQ38XpmpjLKFbEXnyyWGE5pemNZDlx+q2DW9vLc6mxAAAAAoFyHTJpy4w+DvGjC/NK/zI+dZKgcgEAk3ofHZcT2ReyLwe/nL2ir588wPrCo5lymbz7KzHAAAALaNkGkTTsyhk6kGXBy7qLnFOYZ+AwhEUDu0rSedSau1qVWHBw9X7Jo39Nygvva+itafLRAyAQAAYPsImTbhxB3lijnNLmy48R2qwJ+V4r8QBIBKumXfLeps7qzKXKYglv4aY5RwExWrvzBfUH4uz85yAAAA2DZCpk248eV/YLNkLlwpLyUn5qz+eQBAJUUjUZ1wT+i0dzrQ+/hLfys5j8mXGE7o4fGHNVmc3PW1RvIjkiS3i5+5AAAA2B5Cpk34SwVYMheudCYdyIsyAPAl3IQujl4MtHP1/tH7Nb80H8h8Of9n5BnvzK6v5b+xwuBvAAAAbBch0yYImcJ3afqSnpx8kqVyAAJ1aviUluySzo+cD+weKW95MHcQP89OuidlZCoyl8nLe5LETCYAAABsW1PYBdQy/13cvz771zo3ci7kaurPLftu0Y+d/LGyzn0q95Q+mvqoluzSFcf9ZRsM/QYQpJPuSUnSb9/927p14NZA7vHNJ78pJ+4EEt7EWmI61H9In7n/M8oVc7u6lh+0DcWGKlAZAAAA9hJCpk20N7frBftfoAsjF/TgpQfDLqeuzC3NaWFpQXceu1PN0eYtz//E+U/oI/d+RF2tXdc8dqj/kI4PHQ+iTACQJO3r2KeX3PgSnc6c1n2j9wV2n3KD9514w5E36A+/84f62wt/u+trvXD/C9Xa1FqBqgAAALCXGGtt2DUE5vbbb7f33HNP2GXsSX999q/13n94r77+zq9ruGt4y/N/6Qu/pK8//nV946e/UYXqAAAAAADAThlj7rXW3n71cWYyIRD+UkN/tsdWsvksu8cBAAAAAFDHCJkQCD8wKndoejafZScjAAAAAADqGCETArEaMhXKDJkKWXYyAgAAAACgjhEyIRDx1rg6mjvK6mTKz+VVmC8QMgEAAAAAUMcImRAIY4ycuFNWyOTPbSJkAgAAAACgfhEyITBOzClr8LcfRLkxBn8DAAAAAFCvCJkQGCfuyCuUETKtzG2ikwkAAAAAgPpFyITAOHFHY4UxLZYWNz0vm8/KyGgwNlilygAAAAAAQKURMiEwbszVkl3SpelLm57n5T31d/arJdpSpcoAAAAAAEClETIhMG58ecaSvxxuI9l8Vk6MpXIAAAAAANQzQiYExp+xtNUOc9lClnlMAAAAAADUOUImBMYPjrbaYc7Le4RMAAAAAADUOUImBKanrUetTa2bdjIV5gvKz+XlxtwqVgYAAAAAACqNkAmBMcbIiTmbdjKN5EckiU4mAAAAAADqHCETAuXEnU0Hf/uPETIBAAAAAFDfCJkQKDfubrpczu9y8neiAwAAAAAA9YmQCYFyYo5GCiMq2dK6j/sB1FBsqJplAQAAAACACiNkQqCcuKPF0qIuz1z+/7d370F2l/Udx9+fEAIhm3ALZFcFHBVaCgrtYLWAZVpRi44VdbTWCzDqYLW1ncpYR0cdoa0drLReq6UyFalSnA60WDrVtuP9QgcrFxkuQgui3RVCSrIbCAH89o/f7+DJsiGBc8s5eb9mdibnd9l89syT7O7nPM9zljw/tzDHASsPYK/lew05mSRJkiRJ6idLJg1UZxnc9jb/nt0061I5SZIkSZImgCWTBqqzoff29mWaW5hz029JkiRJkiaAJZMGanpqByXT/NzD10iSJEmSpPFlyaSBOmCfA1ixxwrmFh5ZMt33wH3cs+UeZzJJkiRJkjQBLJk0UMuyjHVT65bck6lTPFkySZIkSZI0/iyZNHDTq6eXXC7XOebG35IkSZIkjT9LJg3c9NSjl0zOZJIkSZIkafxZMmngpldPM7cwR1Vtc/zh5XJu/C1JkiRJ0tizZNLAzayeYetDW9lw34Ztjs9ummW/vfdj5Z4rR5RMkiRJkiT1iyWTBq6zHG7xkrm5hTmXykmSJEmSNCEsmTRwM1PNxt6d5XEdc/NzLpWTJEmSJGlCWDJp4LY3k2l2ftaZTJIkSZIkTQhLJg3cgfscyPJly5mdn3342P0P3s+G+zYws3pmhMkkSZIkSVK/WDJp4PZYtgcHrzp4m5LpJws/AXAmkyRJkiRJE8KSSUMxvXp6m+VynT87k0mSJEmSpMlgyaShmF49vc3G351ZTW78LUmSJEnSZLBk0lDMTM0wNz9HVQE/m8m0bvW6UcaSJEmSJEl9YsmkoZhZM8OWB7ewcctGAGYXZlm912qmVkyNOJkkSZIkSeoHSyYNRWdZXGfJ3Nz8nEvlJEmSJEmaIJZMGorOu8h19mKam59z029JkiRJkiaIJZOGolMydfZimluYe/iYJEmSJEkaf5ZMGoqDVh3Esixjdn6WrQ9tZf3m9c5kkiRJkiRpglgyaSiWL1vOwasOZm5+jjsX7qQoZzJJkiRJkjRBLJk0NNOrp5lbmHt4yZwbf0uSJEmSNDksmTQ001PTzM3PMbvQbP7tTCZJkiRJkiaHJZOGZmbNDLPzs8xuakom92SSJEmSJGlyWDJpaKanprn3gXu55e5bWLXnKqZWTI06kiRJkiRJ6hNLJg1NZ3nc1bNXM7N6hiQjTiRJkiRJkvrFkklD0ymZbt1wq/sxSZIkSZI0YSyZNDQzUz/bg8mSSZIkSZKkyWLJpKE5aOogQrNEbnrKkkmSJEmSpEky0pIpyQFJLkuyOcntSV69neuS5Nwkd7cf58YNfcbOij1WsHbVWsCZTJIkSZIkTZpRz2T6OLAVWAe8BvhEkqOWuO5M4FTgGOAZwIuBNw0po/qoM4PJkkmSJEmSpMkyspIpySrg5cB7qmqhqr4BXA68bonLTwfOq6ofVdWPgfOAM4YWVn3TKZdmVs/s4EpJkiRJkjRORjmT6Qjgwaq6uevYNcBSM5mOas/t6Drt4jrlkiWTJEmSJEmTZfkI/+4pYNOiYxuB1du5duOi66aSpKqq+8IkZ9Isr+PQQw/tX1r1xclPO5mNWzayZq81o44iSZIkSZL6aJQl0wKwuGlYA8zvxLVrgIXFBRNAVZ0PnA9w3HHHPeK8RuuEw07ghMNOGHUMSZIkSZLUZ6NcLnczsDzJ4V3HjgGuX+La69tzO7pOkiRJkiRJIzCykqmqNgOXAuckWZXkBOAlwEVLXP4Z4G1JnpjkCcBZwKeHFlaSJEmSJEmPapQzmQDeAqwE7gQuBt5cVdcneU6Sha7r/hr4AnAd8H3givaYJEmSJEmSdgGj3JOJqtoAnLrE8a/TbPbdeVzAH7UfkiRJkiRJ2sWMeiaTJEmSJEmSJoAlkyRJkiRJknpmySRJkiRJkqSeWTJJkiRJkiSpZ5ZMkiRJkiRJ6pklkyRJkiRJknpmySRJkiRJkqSeWTJJkiRJkiSpZ5ZMkiRJkiRJ6pklkyRJkiRJknpmySRJkiRJkqSeWTJJkiRJkiSpZ5ZMkiRJkiRJ6pklkyRJkiRJknpmySRJkiRJkqSeWTJJkiRJkiSpZ5ZMkiRJkiRJ6pklkyRJkiRJknpmySRJkiRJkqSepapGnWFgkswDNy1xal9g45DjPB7m7K9xyQmwFlg/6hA7YVyeU3P2X7+yDnqsj8tzas7+GmXOxzqmfU77y5z9t72su9rPKuPynJqz/wadtV9jfVyeU3P2166Yc3tj+rFm/bmqWr344PLHm2pM3FRVxy0+mOT8qjpzFIEeC3P217jkBEhy1VJjd1czLs+pOfuvX1kHPdbH5Tk1Z3+NMudjHdM+p/1lzv7bXtZd7WeVcXlOzdl/g87ar7E+Ls+pOftrV8y5vTH9WLMmuWqp47vrcrkvjDrATjJnf41LznEyLs+pOftvXLKas7/M2X/jktWc/TUuOWF8spqzv8YlJ4xPVnP2lzn7ry9ZJ3253C71Cou0sxy72l041jVpHNPaXTjWtbtwrGvS9HF23pKfZ9JnMp0/6gDS4+TY1e7Csa5J45jW7sKxrt2FY12Tpl9jesnPM9EzmSRJkiRJkjQckz6TSZIkSZIkSUNgySRJkjQgST6d5E9GnUOSJGkYLJmkIUhyW5KtSdYuOv69JJXkySOKJg1Ukq8keeOoc0j95tjWJGvH9/8l2WvUWaRBSXJikm8l2ZhkQ5JvJnnmqHNJvUpyRpLrktybZC7JJ5LstxP3VZKn9fr3WzJJw/M/wG93HiR5OrDP6OJIkiRtq33h6zlAAb852jTSYCRZA/wz8FHgAOCJwNnA/aPMJfUqyVnAucDbgX2BZwOHAf+WZMUwMlgyScNzEXBa1+PTgc90HiR5UTuzaVOSO5K8r+vcFUne2v3Jklyb5KWDDi31Q/uKyjcWHXv41ZJ2SdHH27E+n+TKJE8dTVpp5+1obEtj6DTgO8CnaX5WAR45e2/x2E/y/CQ3tbNC/irJV53tp13YEQBVdXFVPVRV91XVl6rqWoAkr09yQzuj74tJDuvc2P4f//tJ/jvJ+iR/nsTfqzVybXl6NvDWqvrXqnqgqm4DXgk8GXhtkj2SvCvJre3P3N9NckiSr7Wf5pokC0l+6/Hm8B+DNDzfAdYkOTLJHsCrgL/rOr+Z5ge7/YAXAW9Ocmp77kLgtZ0LkxxD84rLFYOPLQ3Nq2i+Me4P3AL86WjjSNJu6TTgs+3HC5Ks29EN7XYA/wC8EzgQuAk4fpAhpR7dDDyU5MIkpyTZv3MiyUuAdwEvAw4Cvg5cvOj+lwLHAb8EvAR4/VBSS4/ueGBv4NLug1W1APwL8DzgbTSra14IrKEZu/dW1a+2lx9TVVNVdcnjDWHJJA1XZzbT84AbgB93TlTVV6rquqr6afsqysXASe3py4EjkhzePn4dcElVbR1edGngLquq/6yqB2l+uTl2xHkkabeS5ESaZRWfr6rvArcCr96JW18IXF9Vl7b/h38EmBtcUqk3VbUJOJFmWejfAHclubwtVX8H+LOquqEdz+8Hju2ezQScW1UbquqHwIfo2hJDGqG1wPp23C42255/I/DuqrqpGtdU1d39DGHJJA3XRTQ/rJ1B11I5gCTPSvLlJHcl2UjzDW4tQFVtAS6hmeK4jOYb2UXDDC4NQfcvJPcCU6MKIkm7qdOBL1XV+vbx5+haMvcongDc0XlQVQX8qP/xpP5pS6QzqupJwNE04/hDNEXrh5Pck+QeYAMQmlUEHXd0/fn29l5p1NYDa5MsX+LcTHv+EJoXEAbGkkkaoqq6nWYD8BeyaBojzQ9ylwOHVNW+wCdpvqF1XAi8BnguzZTGbw8+sdQ3m+na6D7J9AizSP3k2NZESLKSZt+Ok9p3I5oD/hA4pl2mv81YB7rH+izwpK7Ple7H0q6uqm6k2YfsaJoC6U1VtV/Xx8qq+lbXLYd0/flQ4H+Hl1barm/TbF7/su6DSaaAU4D/oBnfA9331JJJGr43AL9eVZsXHV8NbKiqLUl+mUXT09tS6afAeTiLSePnGuCoJMcm2Rt434jzSP3i2NakOBV4CPgFmuXKxwJH0uxHcxpwNfCyJPu0G9u/oeveK4CnJzm1fQX9d9m2hJJ2KUl+PslZSZ7UPj6EZqXAd2he6H1nkqPac/smecWiT/H2JPu39/0BzYoDaaSqaiPN/qYfTfIbSfZs3zH08zSzSy8CPgX8cZLD03hGkgPbT/ET4Cm95rBkkoasqm6tqquWOPUW4Jwk88B7af4zWOwzwNPZdsNwaVdXVXUzcA7w78APgG88+i3SWHBsa5KcDvxtVf2wquY6H8DHaGZS/yWwleaXkAtp9s4DoF1e9wrgA8DdNEXVVfh28Np1zQPPAq5MspmmXPo+cFZVXUbzFvB/n2RTe/yURff/E/BdmvL1CuCCIeWWHlVVfYBm4/oPApuAK2lmLz23qu4H/oLm98wvtecvAFa2t78PuLBdKvrKx5shzZJpSeMgyWnAmVV14qizSDsjyX8B51TVP446i9RPjm1p+9r9I38EvKaqvjzqPFI/JSng8Kq6ZdRZpF2RM5mkMZFkH5rZTuePOou0M9pp5kcC3xt1FqmfHNvSIyV5QZL9kuxF8yp6aGaHSJJ2I5ZM0hhI8gLgLpop6p8bcRxph5KcSzMN9x3thvfSRHBsS9v1KzTvWLQeeDFwalXdN9pIkqRhc7mcJEmSJEmSeuZMJkmSJEmSJPXMkkmSJEmSJEk9s2SSBiTJXkkuSHJ7kvkkVyc5pev8c5PcmOTeJF9OcljXuQ8m+UF7343tu8p1zq1N8s0kd7dvL/ntJCcM++uTJEmSJKmbJZM0OMuBO4CTgH2BdwOfT/LkJGuBS4H3AAcAVwGXdN27mWbTzH2B04EPJzm+PbcAvB44CNgfOBf4QpLlA/+KJEmSJEnaDjf+loYoybXA2cCBwBlVdXx7fBXNu7H8YlXduMR9lwNfrarzFh1fBrwIuBxYV1V3DvhLkCRJkiRpSc5kkoYkyTrgCOB64Cjgms65qtpM87a/Ry1x30rgme193cevBbbQFEyfsmCSJEmSJI2Sy2ukIUiyJ/BZ4MKqujHJFHDXoss2AquXuP2TNIXUF7sPVtUzkuwNvBRY0f/UkiRJkiTtPEsmacDaJW0XAVuB32sPLwBrFl26BphfdO+fA0cDv1ZLrG2tqi3AxUluSHJ1VV2z+BpJkiRJkobB5XLSACUJcAGwDnh5VT3QnroeOKbrulXAU+laEpfkbOAU4PlVtWkHf9WewFP6GF2SJEmSpMfEkkkarE8ARwIvrqr7uo5fBhyd5OXtkrf3Atd2Nv1O8k7g1cDJVXV39ydM8uwkJyZZkWRlknfQlFhXDuMLkiRJkiRpKb67nDQgSQ4DbgPuBx7sOvWmqvpskpOBjwGH0RREZ1TVbe29RbO87oGu+95fVe9PchLwEZqZSw8A1wHvqaqvDfYrkiRJkiRp+yyZJEmSJEmS1DOXy0mSJEmSJKlnlkySJEmSJEnqmSWTJEmSJEmSembJJEmSJEmSpJ5ZMkmSJEmSJKlnlkySJEmSJEnqmSWTJEmSJEmSembJJEmSJEmSpJ5ZMkmSJEmSJKln/w+lYGNurJQ0YwAAAABJRU5ErkJggg==\n", 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