180 lines
542 KiB
Plaintext
180 lines
542 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 9,
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"id": "e7cbec5d-cb72-4ab0-a1c1-ce4cd2609934",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Autoren: Samuel, Robin, Michael\n",
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"import psycopg2\n",
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"import psycopg2.extras"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"id": "915f7f56-fd86-459c-ac63-91d331544348",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Verbindung zur Datenbank aufbauen\n",
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"conn = psycopg2.connect (\"dbname=movies_database host=/var/run/postgresql user=postgres password=sml12345\")\n",
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"cursor = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"id": "e25bb2be-926f-460d-b9f9-b4b9cfaf4277",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Hole alle Schauspieler\n",
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"cursor.execute(\"SELECT * FROM actors;\")\n",
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"actors = cursor.fetchall()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 23,
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"id": "a4b3619b-9a5d-404a-85e9-0e04636f7666",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Arthur Lake [('Penny Singleton', 11), ('Larry Simms', 11), ('Daisy the Dog', 8)]\n",
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"Burt Young [('Talia Shire', 5), ('Sylvester Stallone', 5), ('Carl Weathers', 4)]\n",
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"Carl Weathers [('Talia Shire', 4), ('Burt Young', 4), ('Sylvester Stallone', 4)]\n",
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"Clint Eastwood [('Sondra Locke', 5)]\n",
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"Daisy the Dog [('Arthur Lake', 8), ('Larry Simms', 8), ('Penny Singleton', 7)]\n",
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"Danny Glover [('Mel Gibson', 4)]\n",
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"DeForest Kelly [('Leonard Nimoy', 5), ('James Doohan', 5), ('William Shatner', 5)]\n",
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"Diane Keaton [('Woody Allen', 6)]\n",
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"Herbert Lom [('Peter Sellers', 4)]\n",
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"Jack Lemmon [('Walter Matthau', 4)]\n",
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"James Doohan [('Leonard Nimoy', 6), ('William Shatner', 6), ('DeForest Kelly', 5)]\n",
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"Jim Dale [('Kenneth Williams', 5), ('Sidney James', 4)]\n",
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"Kenneth Williams [('Sidney James', 5), ('Jim Dale', 5)]\n",
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"Larry Simms [('Arthur Lake', 11), ('Penny Singleton', 10), ('Daisy the Dog', 8)]\n",
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"Leonard Nimoy [('James Doohan', 6), ('William Shatner', 6), ('DeForest Kelly', 5)]\n",
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"Mel Gibson [('Danny Glover', 4)]\n",
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"Oliver Hardy [('Stan Laurel', 8)]\n",
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"Penny Singleton [('Arthur Lake', 11), ('Larry Simms', 10), ('Daisy the Dog', 7)]\n",
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"Peter Sellers [('Herbert Lom', 4)]\n",
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"Sidney James [('Kenneth Williams', 5), ('Jim Dale', 4)]\n",
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"Sondra Locke [('Clint Eastwood', 5)]\n",
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"Stan Laurel [('Oliver Hardy', 8)]\n",
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"Sylvester Stallone [('Talia Shire', 5), ('Burt Young', 5), ('Carl Weathers', 4)]\n",
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"Talia Shire [('Burt Young', 5), ('Sylvester Stallone', 5), ('Carl Weathers', 4)]\n",
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"Walter Matthau [('Jack Lemmon', 4)]\n",
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"William Shatner [('Leonard Nimoy', 6), ('James Doohan', 6), ('DeForest Kelly', 5)]\n",
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"Woody Allen [('Diane Keaton', 6)]\n"
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]
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}
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],
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"source": [
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"# Iteriere über alle Schauspieler\n",
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"collab = {}\n",
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"\n",
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"for actor in actors:\n",
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" # Hole alle Filme, in welchen dieser Schauspieler dabei war\n",
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" cursor.execute(f\"SELECT * FROM movies_actors where actor_id = {actor['actor_id']};\")\n",
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" movies = cursor.fetchall()\n",
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" movie_ids = ', '.join([str(movie['movie_id']) for movie in movies])\n",
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"\n",
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" # \n",
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" cursor.execute(f\"SELECT actor_id, count(*) FROM movies_actors where movie_id in ({movie_ids}) and actor_id <> {actor['actor_id']} group by actor_id having count(*) > 3 order by count(*) desc;\")\n",
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" result = cursor.fetchall()\n",
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" \n",
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" if (result):\n",
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" collabs = []\n",
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" for row in result:\n",
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" cursor.execute(f\"SELECT name from actors where actor_id = {row['actor_id']};\")\n",
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" collabs.append((cursor.fetchall()[0]['name'], row['count']))\n",
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" collab[actor['name']] = collabs\n",
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" \n",
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"for key in collab:\n",
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" print(key, collab[key])\n",
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" "
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]
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},
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{
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"cell_type": "code",
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"execution_count": 42,
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"id": "e5570c42-fbf0-4634-ba49-227f7fbd6ad3",
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"metadata": {},
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"outputs": [
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{
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"data": {
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fW1VVVXbaaackydVXX/2N+1111VVJkj/84Q+pqqr63ud/+umn07179yy99NKZa6650qZNmyyzzDLZb7/98uabbyZJXv5gzE/4Bd9szLAbv1ju+Pu/pLJ5y+99bPXcHdNqiRW+sn7a6E/yzimb5Z1TNsv4fzz0neepnzQ+ox8fmA8v3TfvnrFt3jt7x3w88LCMf/XR7zx24tsvpeaO0/J+/z/n3dO3zrunb5P3L/xT1lxj9Rx00EF55JFHvvl76+tzzTXX5He/+10WWGCBNG/ePJ06dcp6662XCy+8MFOmfHMp/thjj01FRcUXD4ScNGlS+vXrl5VWWilzzz135p577vzf//1fzj///EybNu07fwcAAAAAMGtUFx0AAAAAAIBZ5913382+++6be+65J9tss03OO++8LLjggkXH4jscfPDBadOmTY499tiio8wyNTU1SWJCOwAAAPCD7LrrrjnrrLPywgsv5NVXX82yyy77pe3Dhw/P888//8W+L7300neec9q0aendu3f69+//lW2vv/56Xn/99QwYMCAXXHBBpvx8vVRVVKSuVJo5PyjJlE/fzpSP/5kkabHor9J8gZ/NtHN/X1NHf5xPrz8q00Z/9MW60tRk8nuvZPJ7r2TiG0+m4xaHpKLyqw8IGPnwgIx75o6vrK8b+2mGv/Rphr/0XK644oovHnD4pWNHjky3bt0ydOjQL62vra3NoEGDMmjQoJx//vm59957s/jii3/rb/jkk0/y29/+9iv/zJ955pk888wzeeCBB3L77benstIsKAAAAACY3VyVAwAAAACYA9XV1eWcc85Jly5d8uKLL+b222/PzTffrMzeCAwaNCjXXXddTjvttLRr167oOLOMCe0AAADAj9G1a9f86le/SvL1U9qnr1t22WXTtWvX73XOP//5z1+U2TfddNNcc801efrpp/PMM89kwIABWXbZZTN16tT06NEjd911Z0qZeWX2JJn03stfLLf62Soz9dzfV+0dp2bamE8yV9dNM9+OJ2SB3c9Kh017p7r9wkmSz18fmlEPX/qV4z7/59NflNmbdVoi7X+7b+b/w8lZcI9zs8DOJ2etPQ7PNttskxYtWnzl2Lq6umy22WZflNnXWWed3HTTTXn22Wdz5513Zsstt0ySjBgxIhtssEHGjx//rb9h6623zogRI9K7d+88+OCDee6553Lttdemc+fOSZK77rorAwYM+NF/RgAAAADAj6fQDgAAAAAwh/nHP/6R1VdfPX/5y1+y++67Z/jw4dliiy2KjsX3MHXq1PTq1SurrbZadt1116LjzFImtAMAAAA/1vTrJgMHDkx9ff0X60ulUgYOHPilfb7LLbfckquuuipJMmDAgPz973/PzjvvnF//+tdZZZVVsueee+bZZ5/N+uuvnyR59Ip+qaurm5k/J1M/ffuL5eYL/Hymnvv7mvLRm+m4+YHp8Nv90mqJFdNiwV9krhU2zoK7n5Vm8y2ZJBn3/D2Z8l9Zk+TzEY8nSarmmS8L7Novc3f9XVoutlyaz79UWiy6XCb/Yv3cfPPNefnll//3K3PRRRdl2LBhSZLddtstjz76aLbddtusvPLK2XzzzXPbbbfliCOOSJL861//yvHHH/+tv+GZZ57J/fffn3POOScbbrhhVlpppey0004ZMmRI5p9//iTJhRde+JP+nAAAAACAH0ehHQAAAABgDjFx4sQcccQRWXnllTN+/PgMGTIkF1xwQeaZZ56io/E9XXjhhXn11VdzwQUXpLJyzr6EX1tbmxYtWqRNmzZFRwEAAAAamZ133jmVlZV5//33M3jw4C/WDxo0KO+9914qKyuz8847f69znXzyyUmSrbbaKnvuuefX7tOyZcucf/75SZIpoz7OpHe/Ws7+Keomjv1iuarVN1/Lq586KVNq3v7G10/R6me/Tpsu63xlfWWL1umwSc/yh1J9xr1475ezTxidJGm+wM9S2bzVV47/ZOzkjJk4Ne3bt//KtgsuuCBJ0rFjx5x//vmpqKj4yj7HHXdclllmmSTlBw5Mnjz5G39Dr169su66635lffv27bPHHnskKT8MdMyYMd94DgAAAABg1piz74YDAAAAAGgiHn300Sy//PI544wzctRRR+X555/P6quvXnQsfoBB/o9IAAEAAElEQVSPP/44Rx99dPbee+907dq16DizXE1NTTp16vS1NyoDAAAAfJuFF1446623XpLk6quv/mL99OV11103iyyyyHee54MPPshzzz2XJNl+++2/dd/OnTunfYeOSZLJH4z4Ubm/SWnKxC+WK76mFD7dlI//lY8u6/mNr59iruU3+sZtLRb6ZZp1XCxJMuntF7+0rWqueZMkk997NVNHffS1x4+dOPUr6z788MOMGFH+c9x+++0z99xzf+2xVVVVX5TRR40aleeff/4bc37bQwxWXnnlL5b//e9/f+N+AAAAAMCsodAOAAAAANCIjRw5Mn/+85+z/vrrZ8EFF8xLL72Uo48+Oi1atCg6Gj/QYYcdlmbNmuWEE04oOspsUVtbm44dOxYdAwAAAGikdttttyTJzTffnIkTJ2bixIm55ZZbkiS77rrr9zrHs88++8XyTjvtlIqKim99jfysNsmMqeQzy3+X2EtTJ83Uc39fzRf8xXdsXzpJMm3khynVzSiot/nV+kmS+olj89Fl+6XmjlMz/h8PZuqoD7/YZ9LUuq+c75VXXvli+Te/+c23fvd/b//v4/7X9EnuX+e/J8SPGzfuW78PAAAAAJj5qosOAAAAAADAD1cqlXLjjTemd+/emTRpUi666KJ07949lZWeY9oYPfHEE7nyyitzySWXfOnm2jnZ9AntAAAAAD/G1ltvnX322Sfjxo3LHXfckVKplLFjx6ZVq1bZZpttvtc5Pv300x/13aWpk3/Ucd+kqtWM6eR1n4/5xv1aLrpsFj/s7i+t+3jgYZn83jeXvL93htbtvn17m+nbS6mfND5VbcqT2VstsWLab7R3Rj16eUrTJufzEY/n8xGPl4+Zu0Na/ezX+cf6bfOLjdb80vlGjhz5xfL888//rd+9wAILfO1x/6t169bfuO2/r5vW1X21YA8AAAAAzFoK7QAAAAAAjcy7776bfffdN/fcc0+23nrrnHfeeVlooYWKjsWPVFdXl549e2aVVVbJn/70p6LjzDa1tbVZcMEFi44BAAAANFJzzTVXttpqqwwcODBXX311SqVSkmTLLbfM3HPP/R1Hl/13sXngwIFZfvnlv3X/Vz8ck7/c+GIqW87144N/jWbzLfnF8pRP/pVWS6w4U8//vVT8+EPnXnmztF5mzUwYPjiT3n4hk94fkdLkCakb91nGv3hftvvt/TniiCNywgknfP1XV3z7l0//ZwsAAAAANF4K7QAAAAAAjURdXV0uuOCCHHnkkZlnnnly2223Zcsttyw6Fj/RJZdckhdeeCFPPvlkqqqqio4z29TU1HznTeIAAAAA32a33XbLwIED88ADD3yxbtddd/3ex3fo0OGL5YqKivzqV7/61v1L845J806jf3DO79Jy0eW+WJ701nNp+5vvN2F+ZqqbMDrV83T61u1lFV9b6K9q0y7z/HqLzPPrLVIq1WfKJ2/l8zeGZfxzd6d+8oSceOKJ+fWvf50tttgiSdK+ffsvjv3444+/Ndsnn3zyxfJ/HwcAAAAANB6VRQcAAAAAAOC7vfzyy1l99dWz//77Z7fddsvw4cOV2ecAtbW1OfLII/PnP/85v/nNb4qOM1vV1tamY8eORccAAAAAGrENNtggCy64YKZNm5Zp06Zl/vnnz8Ybb/y9j+/atesXy/9div8mLapnzS2XzedbIs3n/1mSZNI7L2dKzduz5Hu+zZSP3vz27R+Xt1e3XygVVc2+dd+Kisq0WODnmXftXTPfTid+sf7GG2/8Yvm/Hx7w1FNPfev5nn766a89DgAAAABoPBTaAQAAAAAasEmTJuXII4/MSiutlPHjx2fIkCG54IIL0rZt26KjMRMcccQRKZVKOfnkk4uOMlvV19entrY2nTp989QvAAAAgO9SVVWVXXfdNS1atEiLFi2yyy67pKqq6nsf//Of/zxdunRJklx//fV59913v3X/ls2+/7l/qLar7/CfpVI+u+fs1E+dPMu+6+uMf/nhb9w2+aM3M7XmnSRJyyVW/EHnbbHAz9O23bxJyg84nG6hhRZK586dkyQ33XRTxo0b97XH19XV5YorrkiSzDvvvFlppZV+0PcDAAAAAA2DQjsAAAAAQAM1aNCgLL/88jn99NNz1FFH5fnnn8/qq69edCxmkmeeeSaXXnppjj/++CZX7B49enTq6uqa3O8GAAAAZr5TTz01kyZNyqRJk3L66af/4OP79u2bpPxgya233jo1NTXfuG/LyvqMe/6elKZN+dF5v0nrX66eNr9aP0ky5eN/5tPrj8zU0R9/6zGl+rqUpk6aKd8/8Z9PZcKIx7+yvn7KxIy87/zyh4rKzL3iJl/aPmHEY99avp/80ZsZM3pUkmTJJZf80rb99tsvSVJTU5NevXqlVCp95fi//vWvGT58eJKke/fuadGixff/UQAAAABAg1FddAAAAAAAAL5s1KhROfjgg3PZZZdlzTXXzB133PHFtCLmDPX19enZs2eWX3757L333kXHme2mT+Pq2LFjwUkAAACApm6nnXbK/fffnyuvvDLPPfdcunTpkr322ivrrLNOOnXqlAkTJuRf//pXHn/88dx6660ZOXJk2vxq/VTMgiztf7tf6idNyMR/PpXJH7yWDy/ZO62XXi0tl+yaZu0WSGXLuVKqm5ppY2sz5aM3MmHE46kb+2mSpKL6pxW9my/wi9Te2S+T3nslbX65RipatM7UT/+dMU/ekmkj30+SzL3S79N8vi+X0kc9ekVG3ndBWv1i1bRcdNlUt184lc1apm7SuEx+79WMf/7uJElVVVW6d+/+pWP33nvvDBw4MMOGDcuVV16Zd955J/vtt1+WWmqpfPTRR/nb3/6WW2+9NUnys5/9LEcdddRP+o0AAAAAQHEU2gEAAAAAGohSqZQbb7wxffr0ycSJE3PRRRele/fuqaysLDoaM9nll1+ep59+Oo8//niqq5vepfrpk85MaAcAAAAagssuuyzzzz9/zjjjjNTW1ubEE0/MiSee+LX7VrdoNcuu11U2a5FO2/TN2Kduydgnb079pPH5/LXH8/lrX52cPuOgqrReZs3Mu87uP+m7O255aD697siMf/6ejH/+nq9sb/3L1TPvBnt+7bH1kydkwisPZ8IrD3/t9pYtW+biiy/Oyiuv/KX1VVVVufvuu9OtW7cMHTo0gwYNyqBBg75yfOfOnXPvvfdmrrnm+uE/DAAAAABoEJreXXIAAAAAAA3Qu+++m3333Tf33HNPtt5665x33nlZaKGFio7FLDBq1Kgcdthh2WWXXbLmmmsWHacQJrQDAAAADUlVVVVOPfXU/PnPf84ll1ySRx55JG+//XbGjh2b1q1bZ7HFFsuKK66YjTfeODUdls+FQz9MXak0S7JUVFSk7arbZu6uv8uEEY9l0tsvZsonb6X+8zGpnzoplc1bpbJ1uzSff8m0WLhL2nReK1Vt2v3k723WboEssMc5GfvUrZn4xrBMG/tpUlmd5vMtmblW/G3mWna9rz1ugZ1PycS3X8ykt1/I1Nr3UjdhVOonjU9FsxZpNu+CWXud9XLJyUdkySWX/Nrj27dvn8ceeyzXXnttBg4cmBdeeCEjR47MPPPMk+WWWy7bbrttunfvnubNm//k3wgAAAAAFKeiVJpFV1UBAAAAAPhOdXV1ueCCC3LkkUdmnnnmyQUXXJAtt9yy6FjMQj179sxVV12V119/PQsuuGDRcQpx6aWXpkePHpkyZUqTnFAPAAAANF6D36jJ7pc/XXSMRuOqPf4vay/dqegYAAAAAEDBKosOAAAAAADQVL388stZY4010qdPn+y6664ZPny4Mvsc7sUXX0z//v1z7LHHNtkye1Ke0D7vvPMqswMAAACNznILty06QqPizwsAAAAASBTaAQAAAABmu0mTJuXII4/MSiutlLFjx2bIkCG58MIL07atmzvnZKVSKT179swyyyyTXr16FR2nUDU1NenUyWQuAAAAoPFp36Z55p+7RdExGoUF5mmReds0LzoGAAAAANAAGH0CAAAAADAbDRo0KD169Mg777yTvn375rDDDkuLFm6AbQquueaaDB06NA8//HCaNWtWdJxC1dbWpmPHjkXHAAAAAPhRVlp83tz/6sepLxWdpOGqrEi6LjZv0TEAAAAAgAbChHYAAAAAgNlg1KhR2XPPPbPeeutlvvnmy4svvphjjjlGmb2JGDt2bA4++OBsv/32WX/99YuOUzgT2gEAAIDGbIsVFlJm/w71pWSLFRcuOgYAAAAA0EAotAMAAAAAzEKlUik33nhjOnfunJtuuin9+/fPY489ls6dOxcdjdnor3/9a8aNG5czzjij6CgNggntAAAAQGO2Yef506FN86JjNGgd52qeDZeZr+gYAAAAAEADodAOAAAAADCLvPfee+nWrVt22GGHrLHGGhk+fHj23nvvVFa6NNuUvPrqqznnnHNy1FFHZZFFFik6ToNgQjsAAADQmFVXVWa31ZZIZUXRSRqmyopkt1WXSHWV66AAAAAAQJmrhQAAAAAAM1ldXV3OO++8dOnSJc8//3xuu+223HLLLVl44YWLjsZsViqV0qtXryy11FL5y1/+UnScBsOEdgAAAKCx2/HXixYdoUHz5wMAAAAA/DeFdgAAAACAmejll1/OGmuskd69e2fXXXfN8OHDs+WWWxYdi4LcdNNNefTRR3PeeeelRYsWRcdpECZNmpTx48eb0A4AAAA0avPP0zK/XXaBVBnT/iVVlRXZZNkFMt88LYuOAgAAAAA0IArtAAAAAAAzwaRJk9K3b9+stNJKGTt2bIYMGZILL7wwbdu2LToaBRk/fnwOOOCAbLnllvntb39bdJwGo7a2NklMaAcAAAAavd1WWyJ19aWiYzQodfWl7LbaEkXHAAAAAAAaGIV2AAAAAICfaNCgQVl++eVz2mmnpW/fvnnhhReyxhprFB2Lgp144on57LPPctZZZxUdpUGpqalJEhPaAQAAgEZv1SXbZ6mObWJIe1llRfKzTm3ymyXbFx0FAAAAAGhgFNoBAAAAAH6kUaNGZc8998x6662X+eabLy+99FKOOeaYtGjRouhoFOz111/PGWeckcMPPzxLLLFE0XEaFBPaAQAAgDlFRUVFTtpquRjSXlZfSk7aarlUVGj4AwAAAABfptAOAAAAAPADlUql3HjjjencuXNuuumm9O/fP4899lg6d+5cdDQagFKplN69e2eRRRbJwQcfXHScBseEdgAAAGBOsupSHbL7aos3+SntlRXJH1dbIr9ZskPRUQAAAACABkihHQAAAADgB3jvvffSrVu37LDDDll99dUzfPjw7L333qmsdLmVsjvuuCMPPPBAzj777LRq1aroOA1ObW1tWrZsmdatWxcdBQAAAGCmOHSTZbJA25ZNttReVZEs2LZVDtnkl0VHAQAAAAAaKHdYAgAAAAB8D3V1dTnvvPPSpUuXPPfcc7n11ltz6623ZuGFFy46Gg3I559/nv333z+/+93vsvnmmxcdp0GqqalJp06dUlHRRO/wBgAAAOY4rZtX58ztVkx9qegkxagrJWduv0JaN68uOgoAAAAA0EAptAMAAAAAfIeXX345a665Znr37p1ddtklI0aMyFZbbVV0LBqgU089NR999FHOOecche1vUFNTk44dOxYdAwAAAGCmWnWpDtl9tcWb3JT2yorkj6stkd8s2aHoKAAAAABAA6bQDgAAAADwDSZNmpS+fftmpZVWyujRo/P444+nf//+adu2bdHRaIDeeuutnHrqqTn44IPz85//vOg4DVZtbW06depUdAwAAACAme7QTZbJAm1bpqqJlNqrKpIF27bKIZv8sugoAAAAAEADp9AOAAAAAPA1Bg8enBVWWCGnnXZa+vbtmxdffDFrrrlm0bFowPbff//MN998Ofzww4uO0qDV1NQotAMAAABzpNbNqzNg11VSlVJK9XVFx5mlKiuSFs2qcsmuK6d18+qi4wAAAAAADZxCOwAAAADAfxk1alS6d++eddddN506dcpLL72UY445Ji1atCg6Gg3YPffck7vuuitnnnlm2rRpU3ScBq22tjYdO3YsOgYAAADALHH/9Zfl3asOSWVFUjGHTmqvqEiaVVXmqj3+L8su1LboOAAAAABAI6DQDgAAAACQpFQq5aabbkrnzp1z4403pn///nnsscfSuXPnoqPRwE2aNCl9+vTJhhtumG222aboOA2eCe0AAADAnKhUKuXwww/PgQcemL/sukUu32PVVFZUzHGl9oqKpLKiIgN2XSWrLNG+6DgAAAAAQCOh0A4AAAAANHnvvfdetthii2y//fZZffXVM3z48Oy9996prHQJle92xhln5J133sm5556bijntDuWZrL6+Pp999pkJ7QAAAMAcZdq0aenRo0dOOeWUnHHGGTn55JOz7i/ny992/3WaVVamcg65ZFRZkTSvqszfdv911l7aAwsBAAAAgO/P3ZgAAAAAQJNVV1eX888/P126dMmzzz6bW265JbfeemsWXnjhoqPRSLz77rs58cQTs//++6dz585Fx2nwRo0alfr6ehPaAQAAgDnGpEmTsv322+fyyy/PlVdemQMOOOCLbess3SnX7vmbtGxWlapGXmqvqkhaNqvKtXv+JusoswMAAAAAP5BCOwAAAADQJL3yyitZc80106tXr+yyyy4ZMWJEtt5666Jj0cgceOCBadeuXY4++uiiozQKtbW1SWJCOwAAADBHGDt2bH73u9/l3nvvze23357ddtvtK/usskT73LTXapm/bctGO6m9siKZv23L3LTXall58fZFxwEAAAAAGiGFdgAAAACgSZk0aVL69u2brl27ZvTo0Xn88cfTv3//tG3btuhoNDIPPfRQbr755px++umZe+65i47TKNTU1CSJCe0AAABAo/fpp59mvfXWywsvvJAHH3wwm2222Tfuu+xCbfPQX9bJbqsukSSNptg+Peduqy2Rh/6yTpZdyDVUAAAAAODHqSiVSqWiQwAAAAAAzA6DBw9Ojx498u9//ztHHHFEDj/88LRo0aLoWDRCU6ZMyQorrJD55psvgwYNSkVFI7kLuWC33357ttpqq3z66adK7QAAAECj9e9//zsbb7xxJkyYkPvuuy/LL7/89z72ybc+ywE3vZiPx0xKfQO+e7OyIlmgbcuctf2K+c2SHYqOAwAAAAA0cia0AwAAAABzvNGjR6dHjx5Zd91107Fjx7z44os59thjldn50c4555y8+eabOe+885TZf4CamppUVFSkffv2RUcBAAAA+FFefvnlrLHGGimVShk6dOgPKrMnyapLdWjQ09r/dyq7MjsAAAAAMDMotAMAAAAADcc//5msuGJy4YXlz3V1P+l0pVIpN910Uzp37pzrr78+F154YR5//PF06dLlp2elyfrggw9y3HHHZb/99vvBNyw3dbW1tWnfvn2qqqqKjgIAAADwgw0dOjRrr7125p9//gwdOjRLLrnkjzpP6+bVObbbsrm++6pZokObJElVwc326d+/RIc2uaHHqjl282XTunl1oZkAAAAAgDlHRalUKhUdAgAAAAAgJ5yQHH10ebldu+SNN5KOHZNSKfkRE7Dfe++97Lfffrnrrruy5ZZb5vzzz8/CCy88czPTJO2888556KGH8vrrr6ddu3ZFx2lUDjjggNx7770ZMWJE0VEAAAAAfpB77rkn2223Xf7v//4vd9xxR9q2bTtTzlsqlfLUv0fmqmFv575XP06S1M/Guzqn9+g3WXaB7LbaEvnNku1T8SOuxwIAAAAAfBuPzwQAAAAAijVsWNK9ezJ8ePlzdXUyenTSr19y6qk/uMxeKpXyz3/+MyuttFLmnnvu3HLLLdl6661nfm6apMGDB+faa6/N5Zdfrsz+I9TW1qZjx45FxwAAAAD4Qa655pr88Y9/zGabbZbrr78+LVu2nGnnrqioyKpLdciqS3XIp2Mn5fpn3stVT76d2vFTUlkxa8rt08/bca7m2W3VJbLjrxfNfPPMvN8EAAAAAPC/TGgHAAAAAIoxbVryl78kF1xQ/lxZmdTXJx06JGutlWy5ZbLLLuX1P8L555+fXXbZRemYmWbatGnp2rVr5pprrgwdOjSVP/LfzaZs0003TatWrXLrrbcWHQUAAADgezn77LPzl7/8JX/6059y8cUXp7p61s8RmlZXn4de+zR3vPhBXnh3VD4eOzlJUlWRlPLDSu6VFUlFkrr/HLPAPC3SdbF5s8WKC2fDZeZLdZVrXAAAAADArGdCOwAAAAAw+915Z7LPPslHH315fdeuSbduyY47Jr/85Y8+falUSs+ePX9iSPiyCy+8MK+++mqeffZZZfYfqba2Nl27di06BgAAAMB3KpVK6du3b0466aQceuihOfnkk1NRUTFbvru6qjKbLLtANll2gSTJyAlT8soHY/Lyh2Pyj/dH58X3RueT/5Tcv83887RI10XnzXKLtM1yC7XNcgu3zbxtms/q+AAAAAAAX6HQDgAAAADMPiNHlovsN91U/lxRkZRKyQILJBtskGy/ffK73yVVVeXt06Yl1dXlye0/oEA8u24spen45JNPctRRR2WvvfbKSiutVHScRqumpiadOnUqOgYAAADAt6qrq8s+++yTAQMG5PTTT8+BBx5YaJ72bZpn7aU7Ze2lZ1xXGTNxasZOnJpJU+syeVp9Jk+rT4vqyrSorkzLZlWZp1WztG3VrMDUAAAAAAAzKLQDAAAAALPHhRcmBx2UTJpULrJXVJTL6quskmy1VbLNNskSS3z5mOmF9v8us5dK5WNhNjrssMNSXV2dE044oegojVptbW06duxYdAwAAACAbzRp0qTsvPPOueOOO3LFFVdk9913LzrS12qrsA4AAAAANCIK7QAAAADA7DF0aLnM3qZNMnFieer6hhsmhx2WrLlmeZ8pU5JXXknefju5/vpk8uRygX255ZItt0xWXvkHTWqHmWHYsGG54oorcvHFF6dDhw5Fx2m0Jk6cmAkTJpjQDgAAADRYY8eOzZZbbplhw4bltttuy+abb150JAAAAACAOUJFqVQqFR0CAAAAAGgCpkxJlloq+fDDpHnz8ufllktefLE8cf2VV5I770zuvz95/PGvHt+2bbLDDslZZyWtWs32+DRNdXV1+b//+79UVFTkqaeeSlVVVdGRGq333nsviy22WO69995ssskmRccBAAAA+JJPP/00m266af71r3/lrrvuylprrVV0JAAAAACAOYYJ7QAAAADA7NG8eXLuucm22ybTpiXV1cnLLyfHHFOevt6vX7nMPnr0jP2nTi3vN21aMn58csklyTzzJPvskyy5ZJG/hiZiwIABef755zNs2DBl9p+opqYmSUxoBwAAABqct99+OxtvvHHGjRuXwYMHZ4UVVig6EgAAAADAHKWy6AAAAAAAQBOy9dblV3190qxZed0ppyS9eiU33DCjzJ6UJ7iXSuVSe0VF+ZUkAwaU9504cbbHp2n57LPPcuSRR+ZPf/pTVl111aLjNHrTC+0dO3YsOAkAAADADK+88krWWGON1NfXZ+jQocrsAAAAAACzgEI7AAAAADB7XXhh0qJFuZDevHl5+vqwYTO2V1Qkq6+eLLts8otfzFhfV5dUVSVjxiR33JG89NLsz06TcsQRR6Suri4nn3xy0VHmCLW1tUlMaAcAAAAajieeeCJrr712OnXqlCFDhmSppZYqOhIAAAAAwBxJoR0AAAAAmL3mmy8566zycn19Ul09Y9tGGyXPP18urD/7bPLIIzMmupdKM/Z76qnkxRdnnANmsmeffTYDBgzI8ccfn/nmm6/oOHOEmpqatGrVKq1bty46CgAAAEDuvffebLjhhlluueUyePDgLLDAAkVHAgAAAACYYym0AwAAAACz3957J2uuWZ7OPm1a0qpVcvLJyf33JyuskMw7b3mK+8ILJxdckKy6avm4UmlGAf7668vvlS5zMnPV19enZ8+eWW655bLPPvsUHWeOUVtbazo7AAAA0CAMHDgw3bp1y0YbbZT77rsvbdu2LToSAAAAAMAczZ2eAAAAAEAxBgwov1dXJwcfnEwvDtfXzyip19cn88+f/PGP5c8VFUld3Yzjxo378uR2mAmuuOKKPPXUUzn//PNTPf0BCvxkNTU1Cu0AAABA4c4555zssssu2XXXXXPLLbekVatWRUcCAAAAAJjjKbQDAAAAAMX45S+T/fdPllmmXGafZ57y+v+euF5RUX5fa62kTZtywb2qqryuri6Ze+4Z+8BMMGrUqBx22GHZeeeds9ZaaxUdZ45SW1ubjh07Fh0DAAAAaKJKpVL69u2b/fffPwcffHAuu+wyDzMEAAAAAJhNXI0FAAAAAIpz5pnlKetzz12etP6/5fTp64YNSyZMKC9P32ejjb68D8wERx99dCZOnJh+/foVHWWOU1NTk8UXX7zoGAAAAEATVFdXl/322y8XX3xxTjvttBx88MFFRwIAAAAAaFIU2gEAAACAYn1dmb2+vjypvbIyeeed5OKLy+srKpKpU5NmzcpT26evg5ngpZdeyoUXXpjTTjstCy64YNFx5ji1tbVZeeWVi44BAAAANDGTJ0/OLrvskttuuy1/+9vfssceexQdCQAAAACgyVFoBwAAAACKV1Exo8ReKpXfk+TBB5Pzz0+eeSapqkrq6pK2bZPjj59RaIeZoFQqpWfPnvnlL3+Z3r17Fx1njlRTU5NOnToVHQMAAABoQsaNG5ctt9wyTzzxRG699dZ069at6EgAAAAAAE2SQjsAAAAAULy6unJhfcyYpLo6efnl5KqrkqefLi9PL7wnyaabJpttVmxe5jgDBw7MkCFD8tBDD6VZs2ZFx5nj1NXVZeTIkenYsWPRUQAAAIAmoqamJptuumnefPPN3H///Vl77bWLjgQAAAAA0GQptAMAAAAAxautTQ45JHnhhaRly+TZZ79+v+7dk379knnmmb35mKONHTs2Bx98cLbbbrtssMEGRceZI40aNSr19fUmtAMAAACzxTvvvJONN944Y8aMyWOPPZYVVlih6EgAAAAAAE2aQjsAAAAAMEuUSqVUVFR8v53nnz9p1Sp55ZXy54qKpFSa8b7EEsk55ySbbz7L8tJ0HXfccRk7dmzOOOOMoqPMsWpra5PEhHYAAABglnv11Vfz29/+Ni1atMjQoUPzs5/9rOhIAAAAAABNXmXRAQAAAACAOc9HH32U8ePHp76+/vsfdMYZ5eJ6Ui6xL7RQsvLKyQknJG++qczOLDF8+PCcc8456du3bxZddNGi48yxampqksSEdgAAAGCWGjZsWNZaa6106NAhQ4YMUWYHAAAAAGggFNoBAAAAgJmmvr4+F154YX75y1/mkEMOSWXlD7gE2aZNcumlyeqrJ6eckpx/fnLTTckRRyRVVbMuNE1WqVRKr169suSSS+aAAw4oOs4czYR2AAAAYFa77777suGGG+ZXv/pVBg8enAUXXLDoSAAAAAAA/Ed10QEAAAAAgDnDq6++mu7du2fYsGHp0aNHTj755B9+kvXXL79gNrj55pvzyCOP5N57702LFi2KjjNHq6mpSWVlZeadd96iowAAAABzoGuvvTa77757Nt1009xwww1p1apV0ZEAAAAAAPgvJrQDAAAAAD/J5MmTc/TRR6dr164ZOXJkBg8enIsvvjjt2rX78SctlWZaPvg648ePzwEHHJAtttgim2yySdFx5ni1tbVp3759qqqqio4CAAAAzGHOO++87Lzzztl5551z6623KrMDAAAAADRACu0AAAAAwI/2+OOPZ4UVVsgpp5ySww47LC+++GLWXnvtn37iioqffg74FieddFJqa2tz1llnFR2lSaipqUmnTp2KjgEAAADMQUqlUo4++uj07t07Bx10UC6//PJUV1cXHQsAAAAAgK+h0A4AAAAA/GCjR4/OXnvtlbXXXjvt27fPCy+8kOOOOy4tW7YsOhp8pzfeeCOnn356DjvssCy55JJFx2kSamtr07Fjx6JjAAAAAHOIurq67Lvvvjn++ONz2mmnpV+/fqnwkEwAAAAAgAbL40gBAAAAgO+tVCrl1ltvTa9evTJ+/Picf/752WeffVJZ6dmZNA6lUim9e/fOwgsvnEMOOaToOE2GCe0AAADAzDJ58uTsuuuuueWWW/K3v/0te+yxR9GRAAAAAAD4DgrtAAAAAMD38sEHH2S//fbLHXfckW7duuWCCy7IIossUnQs+EHuvPPO3H///bn99tvTqlWrouM0GbW1tVl88cWLjgEAAAA0cuPGjctWW22VIUOG5NZbb80WW2xRdCQAAAAAAL4HhXYAAAAA4FvV19fnoosuymGHHZY2bdrkpptuyjbbbJOKioqio8EPMnHixOy///7ZdNNN061bt6LjNCkmtAMAAAA/VU1NTX73u9/ljTfeyP3335911lmn6EgAAAAAAHxPCu0AAAAAwDcaPnx4unfvnieeeCI9evTIqaeemnbt2hUdC36UU089NR9++GEeeOABD2SYzWpqatKxY8eiYwAAAACN1LvvvpuNN944o0aNyqBBg9K1a9eiIwEAAAAA8ANUFh0AAAAAAGh4Jk+enGOOOSYrrrhiamtrM3jw4Fx88cXK7DRab731Vk455ZQcdNBB+cUvflF0nCbl888/z8SJE01oBwAAAH6U4cOHZ/XVV8+UKVMydOhQZXYAAAAAgEZIoR0AAAAA+JIhQ4ZkxRVXzEknnZRDDz00L730UtZee+2iY8FP8pe//CWdOnXKEUccUXSUJqempiZJTGgHAAAAfrAnn3wya621Vtq3b5+hQ4fm5z//edGRAAAAAAD4ERTaAQAAAIAkyejRo7P33ntnrbXWSrt27fLCCy/k+OOPT8uWLYuOBj/J3//+99x5550588wz06ZNm6LjNDm1tbVJYkI7AAAA8IPcf//92WCDDdKlS5c89thjWXDBBYuOBAAAAADAj6TQDgAAAADk1ltvTZcuXTJw4MCcd955GTJkSH71q18VHQt+ssmTJ6dPnz7ZYIMNsu222xYdp0maPqFdoR0AAAD4vq6//vpsvvnmWX/99XP//fenXbt2RUcCAAAAAOAnUGgHAAAAgCbsgw8+yFZbbZVtttkmv/71rzN8+PD07NkzVVVVRUeDmeKMM87I22+/nXPPPTcVFRVFx2mSpk9o79ixY8FJAAAAgMbg/PPPzx/+8IfstNNOufXWW9O6deuiIwEAAAAA8BMptAMAAABAE1RfX5/+/funS5cuefLJJ3PTTTfl9ttvz6KLLlp0NJhp3n333Zxwwgnp06dPunTpUnScJqumpiZt2rRJq1atio4CAAAANGClUinHHHNMevXqlQMOOCCXX355mjVrVnQsAAAAAABmguqiAwAAAAAAs9fw4cPTo0ePDB06NN27d8+pp56aeeedt+hYMNMdeOCBadeuXY4++uiiozRptbW1prMDAAAA36quri69evVK//79c8opp+SQQw5JRUVF0bEAAAAAAJhJFNoBAAAAoImYPHlyTj755Jx00klZcsklM2jQoKyzzjpFx4JZ4qGHHsrNN9+ca665JvPMM0/RcZq0mpqadOrUqegYAAAAQAM1efLk7Lbbbrn55ptz6aWX5s9//nPRkQAAAAAAmMkU2gEAAACgCRgyZEi6d++ef/7znznssMNy5JFHpmXLlkXHglliypQp6dWrV9Zaa6384Q9/KDpOk2dCOwAAAPBNxo8fn6222iqPP/54br755my11VZFRwIAAAAAYBZQaAcAAACAOdiYMWNy6KGH5uKLL86qq66aF154Ib/61a+KjgWz1Lnnnps33ngjN9xwQyoqKoqO0+TV1NRkySWXLDoGAAAA0MDU1tbmd7/7XV577bXcd999WXfddYuOBAAAAADALFJZdAAAAAAAYNa49dZb07lz5wwcODDnnXdehgwZoszOHO/DDz/MX//61+y3335Zfvnli45DTGgHAAAAvurdd9/NWmutlXfeeSeDBw9WZgcAAAAAmMMptAMAAADAHOaDDz7IVlttlW222SarrLJKhg8fnp49e6aqqqroaDDLHXLIIWnVqlWOO+64oqPwHzU1NenUqVPRMQAAAIAGYsSIEVljjTUyadKkDBkyJF27di06EgAAAAAAs5hCOwAAAADMIerr69O/f/906dIlw4YNy4033pg77rgjiy66aNHRYLZ47LHHMnDgwJx66qlp165d0XFIUldXl5EjR5rQDgAAACRJnnrqqay55ppp165dhg4dml/84hdFRwIAAAAAYDZQaAcAAACAOcDw4cOz9tprZ999983222+fESNGZLvttktFRUXR0WC2mDZtWnr27Jnf/OY32X333YuOw3+MHDkypVLJhHYAAAAgDzzwQDbYYIN07tw5jz32WBZaaKGiIwEAAAAAMJsotAMAAABAIzZ58uQce+yxWXHFFVNTU5NBgwZlwIABmXfeeYuOBrNV//7988orr+SCCy5IZaVL3w1FbW1tkpjQDgAAAE3cDTfckM022yzrrrtuHnjgAdcvAQAAAACaGHf1AQAAAEAjNWTIkHTt2jUnnnhiDj300Lz00ktZZ511io4Fs90nn3ySo446Kj169MjKK69cdBz+S01NTZKY0A4AAABN2IUXXpiddtopO+64Y2677ba0bt266EgAAAAAAMxmCu0AAAAA0MiMGTMm++yzT9Zaa620bds2L7zwQo4//vi0bNmy6GhQiMMPPzxVVVU58cQTi47C/zChHQAAAJquUqmUY489Nvvtt1/233//XHHFFWnWrFnRsQAAAAAAKEB10QEAAAAAgO/vtttuS8+ePTN27Nicd9552WeffVJVVVV0LCjMk08+mcsvvzwXXXRROnToUHQc/kdNTU0qKysz77zzFh0FAAAAmI3q6+vTu3fvXHDBBTn55JNz6KGHpqKiouhYAAAAAAAURKEdAAAAABqBDz/8MD179sxtt92WzTffPBdccEEWXXTRomNBoerq6rLffvtlpZVWyp577ll0HL5GTU1NOnTokMrKyqKjAAAAALPJlClTsttuu+Wmm27KgAEDXLcBAAAAAEChHQAAAAAasvr6+lxyySU59NBD06pVq9x4443ZdtttTTOCJJdeemmef/75PPHEE6mqqio6Dl+jtrY2nTp1KjoGAAAAMJuMHz8+22yzTQYNGpSbbropW2+9ddGRAAAAAABoABTaAQAAAKCBGj58eHr06JGhQ4dmzz33zGmnnZZ555236FjQIHz22Wc54ogjsscee2S11VYrOg7foKamJh07diw6BgAAADAb1NbW5ve//31GjBiR++67L+utt17RkQAAAAAAaCAqiw4AAAAAAHzZ5MmTc+yxx2bFFVdMTU1NHn300QwYMECZHf7LkUcembq6upx88slFR+FbmNAOAAAATcN7772XtdZaK//+978zaNAgZXYAAAAAAL7EhHYAAAAAaECGDh2a7t27580338yhhx6avn37pmXLlkXHggblueeeyyWXXJKzzz47888/f9Fx+BY1NTVZcskli44BAAAAzEKvvfZaNt5441RWVmbIkCFZeumli44EAAAAAEADY0I7AAAAADQAY8aMyT777JM111wz88wzT55//vmccMIJyuzwP+rr67PffvvlV7/6Vfbdd9+i4/AdTGgHAACAOdvTTz/9xTXNoUOHKrMDAAAAAPC1TGgHAAAAgILddttt6dmzZ8aOHZtzzz03++67b6qqqoqOBQ3SlVdemaeeeiqDBw9OdbVL3A1ZqVRKTU1NOnbsWHQUAAAAYBZ48MEHs9VWW2WFFVbIXXfdlfbt2xcdCQAAAACABsqEdgAAAAAoyIcffpitt946W2+9dVZaaaUMHz48vXr1UmaHbzB69Ogceuih2XnnnbP22msXHYfv8Pnnn2fSpEkmtAMAAMAc6MYbb8zvf//7rLPOOnnwwQeV2QEAAAAA+FYK7QAAAAAwm9XX1+eiiy5K586d88QTT+SGG27InXfemUUXXbToaNCgHX300Zk4cWJOO+20oqPwPdTU1CSJQjsAAADMYfr3758dd9wxO+ywQ26//fa0bt266EgAAAAAADRwCu0AAAAAMBuNGDEi66yzTvbZZ59sv/32GTFiRLbffvtUVFQUHQ0atH/84x+54IILcswxx2ShhRYqOg7fQ21tbZKkY8eOBScBAAAAZoZSqZTjjjsu++67b/r06ZMrr7wyzZo1KzoWAAAAAACNgEI7AAAAAMwGkydPzl//+tesuOKK+eSTT/Loo49mwIABmXfeeYuOBg1eqVRKz54988tf/jJ9+vQpOg7fkwntAAAAMOeor69P7969c8wxx+TEE0/MmWeemcpKtx8CAAAAAPD9VBcdAAAAAADmdEOHDk337t3z5ptv5tBDD03fvn3TsmXLomNBo3Httdfm8ccfz4MPPmjqVyNiQjsAAADMGaZMmZLdd989N954Yy6++OL06NGj6EgAAAAAADQyCu0AAAAAMIuMGTMmhx9+ePr375/f/OY3ef7557PccssVHQsalbFjx+aggw7Ktttumw033LDoOPwANTU1mWuuuTzAAwAAABqxCRMmZJtttsmjjz6aG2+8Mdtss03RkQAAAAAAaIQU2gEAAABgFrjtttvSs2fPjBkzJuecc07222+/VFVVFR0LGp3jjz8+Y8eOzRlnnFF0FH6g2tpa09kBAACgEfvss8/y+9//Pq+++mruvfferL/++kVHAgAAAACgkaosOgAAAAAAzEk+/PDDbL311tl6662z0korZfjw4endu7cyO/wIw4cPz9lnn50jjzwyiy22WNFx+IFqamrSqVOnomMAAAAAP8L777+ftdZaK2+99VYGDRqkzA4AAAAAwE9iQjsAAAAAzAT19fW55JJLcuihh6ZVq1a54YYbst1226WioqLoaNAolUql9O7dO0sssUQOPPDAouPwI5jQDgAAAI3T66+/no033jgVFRUZMmRIll566aIjAQAAAADQyJnQDgAAAAA/0WuvvZZ11lkn++yzT7bbbruMGDEi22+/vTI7/AQ333xzHn744Zx77rlp0aJF0XH4EUxoBwAAgMbn2WefzZprrpm55547Q4cOVWYHAAAAAGCmUGgHAAAAgB9pypQpOe6447LCCivkk08+yaOPPppLL7008847b9HRoFGbMGFCDjjggHTr1i2bbrpp0XH4kUxoBwAAgMbloYceynrrrZdf/OIXeeyxx7LwwgsXHQkAAAAAgDmEQjsAAAAA/AhDhw5N165dc/zxx+eggw7KSy+9lHXXXbfoWDBHOOmkk1JTU5Ozzjqr6Cj8BCa0AwAAQONx00035Xe/+13WWmutPPjgg2nfvn3RkQAAAAAAmIMotAMAAADADzBmzJjsu+++WXPNNTPXXHPlueeey4knnphWrVoVHQ3mCG+++WZOP/30HHbYYVlqqaWKjsOPNG3atIwaNcqEdgAAAGgELrroouywww7Zbrvtcscdd6RNmzZFRwIAAAAAYA6j0A4AAAAA39Ptt9+eLl265Kqrrso555yTJ554Issvv3zRsWCOUSqV0rt37yy00EI59NBDi47DTzBy5MiUSiUT2gEAAKABK5VKOf7447PPPvukV69eufrqq9OsWbOiYwEAAAAAMAeqLjoAAAAAADR0H374YXr16pVbb701v//973PhhRdmscUWKzoWzHHuuuuu3Hfffbn99tvTqlWrouPwE9TU1CSJCe0AAADQQNXX12f//ffPeeedl+OPPz5HHnlkKioqio4FAAAAAMAcSqEdAAAAAL5BfX19BgwYkEMPPTQtWrTI9ddfn+23396NnTALTJw4MX369Mkmm2ySbt26FR2Hn6i2tjZJTGgHAACABmjKlCnZY489ct111+Wiiy7KXnvtVXQkAAAAAADmcArtAAAAAPA1XnvttfTo0SOPP/54/vSnP6Vfv35p37590bFgjnXaaaflgw8+yP333++hEXMAE9oBAACgYZowYUK23XbbPPLII7nxxhuz7bbbFh0JAAAAAIAmQKEdAAAAAP7LlClTcsopp+TEE0/MYostlkceeSTrrbde0bFgjvbvf/87p5xySg466KAsvfTSRcdhJqitrU1VVVXatWtXdBQAAADgP0aOHJnNNtssL7/8cv7+979ngw02KDoSAAAAAABNhEI7AAAAAPzHE088ke7du+eNN97IIYcckr59+6ZVq1ZFx4I53l/+8pd07NgxRx55ZNFRmElqamrSoUOHVFZWFh0FAAAASPL+++/nt7/9bT799NM8+uijWWWVVYqOBAAAAABAE6LQDgAAAECTN3bs2Bx++OHp379/fv3rX+e5557L8ssvX3QsaBLuvffe3HHHHbnhhhvSpk2bouMwk9TW1qZTp05FxwAAAACSvP7669l4442TJEOGDMkvf/nLghMBAAAAANDUGI0CAAAAQJN2xx13pEuXLrnyyitz9tln54knnlBmh9lk8uTJ6dOnT9Zff/1st912RcdhJqqpqUnHjh2LjgEAAABN3rPPPps111wzc801V4YOHarMDgAAAABAIRTaAQAAAGiSPvroo2y77bbZcssts+KKK2b48OHp3bt3qqqqio4GTcaZZ56Zf//73znvvPNSUVFRdBxmIhPaAQAAoHgPP/xw1ltvvfz85z/PY489lkUWWaToSAAAAAAANFEK7QAAAAA0KfX19bnkkkvSuXPnPP7447n++utz1113ZbHFFis6GjQp7733Xk444YT07t07Xbp0KToOM1lNTY1COwAAABTo5ptvzu9+97usscYaeeihh9KhQ4eiIwEAAAAA0IQptAMAAADQZLz22mtZd911s9dee2WbbbbJiBEjssMOO5gMDQU48MADM8888+SYY44pOgqzQG1tbTp27Fh0DAAAAGiSLrnkkmy//fbZZpttcuedd6ZNmzZFRwIAAAAAoIlTaAcAAABgjjdlypQcd9xxWWGFFfLRRx/lkUceyWWXXZb27dsXHQ2apIcffjg33XRT+vXrl3nmmafoOMxkpVLJhHYAAAAoQKlUyoknnpi99torPXv2zDXXXJPmzZsXHQsAAAAAAFJddAAAAAAAmJWeeOKJdO/ePW+88UYOPvjgHHXUUWnVqlXRsaDJmjp1anr16pU111wzO++8c9FxmAUmTJiQyZMnm9AOAAAAs1F9fX0OOOCAnHPOOTnuuOPSt2/fVFRUFB0LAAAAAACSKLQDAAAAMIcaO3ZsDj/88PTv3z+rrLJKnnvuuSy//PJFx4Im79xzz83rr7+e559/3k3Vc6iampokMaEdAAAAZpOpU6dmjz32yLXXXpsLL7ww++yzT9GRAAAAAADgSxTaAQAAAJjj3HHHHdlvv/0yevTonHXWWenZs2eqqqqKjgVN3kcffZRjjz02++67b1ZYYYWi4zCL1NbWJokJ7QAAADAbTJgwIdttt10eeuihXH/99dl+++2LjgQAAAAAAF9RWXQAAAAAAJhZPvroo2y77bbZcssts8IKK+TVV19Nnz59lNmhgTjkkEPSqlWrHH/88UVHYRYyoR0AAABmj5EjR2ajjTbKY489lr///e/K7AAAAAAANFgmtAMAAADQ6NXX1+fSSy/NIYcckhYtWnwxiaiioqLoaMB/PP7447nmmmty2WWXpV27dkXHYRYyoR0AAABmvQ8++CC//e1v8/HHH+fRRx/Nr3/966IjAQAAAADANzKhHQAAAIBG7bXXXsu6666bvfbaK9tss01GjBiRHXbYQZkdGpBp06alZ8+e+c1vfpM//vGPRcdhFqupqcncc8+dFi1aFB0FAAAA5khvvPFG1lhjjYwdOzZDhgxRZgcAAAAAoMEzoR0AAACARmnKlCk59dRTc8IJJ2SxxRbLI488kvXWW6/oWMDXuOiii/Lyyy/n6aefTmWl56zO6Wpra01nBwAAgFnkueeey6abbpqOHTvmgQceyCKLLFJ0JAAAAAAA+E7uHAQAAACg0Rk2bFhWWmmlHHfccTnwwAPzj3/8Q5kdGqhPP/00ffv2Tffu3bPKKqsUHYfZoKamJp06dSo6BgAAAMxxHn300ay33npZaqml8vjjjyuzAwAAAADQaCi0AwAAANBojB07Nj179swaa6yR1q1b57nnnstJJ52UVq1aFR0N+AaHH354qqqqcuKJJxYdhdmkpqbGhHYAAACYyW699dZssskmWW211fLQQw+lQ4cORUcCAAAAAIDvTaEdAAAAgEbhjjvuSJcuXXLFFVfkrLPOyrBhw7L88ssXHQv4Fk8++WT+9re/5cQTT1RwbkJqa2tNaAcAAICZaMCAAdluu+2y9dZb56677spcc81VdCQAAAAAAPhBFNoBAAAAaNA++uijbLvtttlyyy2zwgor5NVXX02fPn1SVVVVdDTgW9TV1aVnz57p2rVrunfvXnQcZiMT2gEAAGDmKJVKOemkk9KjR4/ss88+GThwYJo3b150LAAAAAAA+MGqiw4AAAAAAF+nvr4+l156aQ455JC0aNEi1113XXbYYYdUVFQUHQ34Hi677LI899xzeeKJJzyAookxoR0AAAB+uvr6+hx44IE5++yzc+yxx+boo492bRQAAAAAgEZLoR0AAACABuf1119Pjx498thjj2WPPfbI6aefnvbt2xcdC/iePvvssxx++OH54x//mNVWW63oOMxGU6dOzahRo0xoBwAAgJ9g6tSp+dOf/pSBAwfmggsuyL777lt0JAAAAAAA+EkU2gEAAABoMKZMmZJTTz01J5xwQhZddNE8/PDDWX/99YuOBfxAffv2zbRp03LKKacUHYXZbOTIkUliQjsAAAD8SJ9//nm23377PPDAA7nuuuuyww47FB0JAAAAAAB+MoV2AAAAABqEYcOGpXv37nnttddy8MEH5+ijj06rVq2KjgX8QM8//3wuvvjinHXWWZl//vmLjsNsVlNTkyQmtAMAAMCPMGrUqGy22WZ56aWXcs8992SjjTYqOhIAAAAAAMwUlUUHAAAAAKBpGzt2bHr27Jk11lgjrVu3znPPPZeTTz5ZmR0aofr6+uy3335Zdtlls99++xUdhwLU1tYmMaEdAAAAfqgPP/wwa6+9dl5//fU88sgjyuwAAAAAAMxRTGgHAAAAoDB33nln9t1334wePTpnnnlmevXqlaqqqqJjAT/SVVddlSeffDKDBw9OdbXLz02RCe0AAADww7355pvZeOONM23atDz++OPp3Llz0ZEAAAAAAGCmMqEdAAAAgNnuo48+ynbbbZctttgiK6ywQl599dXsv//+yuzQiI0ePTqHHnpo/vCHP2TttdcuOg4Fqa2tTXV1ddq1a1d0FAAAAGgUnn/++ayxxhpp2bJlnnjiCWV2AAAAAADmSArtAAAAAMw29fX1GTBgQDp37pzBgwfn2muvzd13353FF1+86GjAT3TMMcfk888/T79+/YqOQoFqamrSsWPHVFRUFB0FAAAAGrxHH3006667bpZccsk8/vjjWXTRRYuOBAAAAAAAs4RCOwAAAACzxeuvv5711lsvPXr0yFZbbZURI0Zkp512UnqEOcA//vGPnH/++Tn66KOz0EILFR2HAtXW1qZjx45FxwAAAIAG77bbbssmm2ySVVddNQ8//LD/nwYAAAAAYI6m0A4AAADALDVlypSccMIJWWGFFfLBBx/koYceyuWXX54OHToUHQ2YCUqlUnr16pWll146ffr0KToOBaupqUmnTp2KjgEAAAAN2qWXXpptt902W265Ze66667MNddcRUcCAAAAAIBZqrroAAAAAADMuYYNG5bu3bvntddey8EHH5yjjz46rVq1KjoWMBNdd911eeyxx/LAAw+kefPmRcehYCa0AwAAwDcrlUo59dRTc/jhh2fffffNueeem6qqqqJjAQAAAADALGdCOwAAAAAz3bhx49KrV6+sscYaad26dZ577rmcfPLJyuwwhxk3blwOOuigbLPNNtloo42KjkMDYEI7AAAAfL36+vocdNBBOfzww3Psscfm/PPPV2YHAAAAAKDJMKEdAAAAgJnqrrvuyr777ptRo0blzDPPTK9evdyYCXOo4447LqNHj86ZZ55ZdBQaCBPaAQAA4KumTp2aPffcM1dffXXOP//87LfffkVHAgAAAACA2cqEdgAAAABmio8//jjbb799unXrluWWWy6vvvpq9t9/f2V2mEONGDEiZ599do488sgstthiRcehASiVSia0AwAAwP/4/PPPs9VWW+W6667Ltddeq8wOAAAAAECTZEI7AAAAAD9JfX19LrvsshxyyCFp1qxZrr322uy4446pqKgoOhowi5RKpfTu3TuLL754DjzwwKLj0EBMmjQpG2ywQZZeeumiowAAAECDMGrUqGy++eZ54YUXcvfdd2fjjTcuOhIAAAAAABRCoR0AAACAH+31119Pjx498thjj+WPf/xjTj/99HTo0KHoWMAsdsstt+Shhx7KPffck5YtWxYdhwaiVatW+fvf/150DAAAAGgQPvzww2yyySb54IMP8sgjj+Q3v/lN0ZEAAAAAAKAwFaVSqVR0CAAAAAAalylTpuS0007LCSeckEUWWSQXX3xxNthgg6JjAbPBhAkT0rlz56y44oq58847i44DAAAA0OD885//zEYbbZRp06bl/vvvT5cuXYqOBAAAAAAAhaosOgAAAAAAjcuTTz6ZlVdeOccee2z233//vPzyy8rs0IScfPLJ+fTTT3P22WcXHQUAAACgwXnhhReyxhprpEWLFhk6dKgyOwAAAAAARKEdAAAAgO9p3Lhx6dWrV1ZfffW0bNkyzz77bE455ZS0atWq6GjAbPLmm2+mX79+OfTQQ7PUUksVHQcAAACgQRk8eHDWXXfdLL744hkyZEgWW2yxoiMBAAAAAECDUFEqlUpFhwAAAACgYbvrrruy7777ZuTIkTnhhBPSu3fvVFVVFR0LmI1KpVJ+//vfZ/jw4Rk+fHhat25ddCQAAACABuP222/PjjvumLXWWiu33npr5p577qIjAQAAAABAg2FCOwAAAADf6OOPP87222+fbt265Ve/+lVeffXV/OUvf1Fmhybo7rvvzr333puzzz5bmR0AAADgv/ztb3/LNttsk27duuXuu+9WZgcAAAAAgP9hQjsAAAAAX1EqlXLZZZfl4IMPTrNmzXLOOedkxx13TEVFRdHRgAJMnDgxyy67bJZeeunce++9/lsAAAAAkPJ11NNOOy2HHXZY9t5775x//vkeBgoAAAAAAF+juugAAAAAADQsb7zxRnr06JHBgwfnj3/8Y04//fR06NCh6FhAgfr165f3338/9913nzI7AAAAQJL6+voccsghOeOMM3L00Ufn2GOPdd0EAAAAAAC+gUI7AAAAAEmSKVOmpF+/fjn++OOzyCKL5KGHHsoGG2xQdCygYG+//XZOPvnkHHjggVl66aWLjgMAAABQuKlTp6Z79+658sorc+6556ZXr15FRwIAAAAAgAatolQqlYoOAQAAAECxnnrqqey5554ZMWJEDjrooBx99NFp3bp10bGABmCrrbbKM888k9deey1zzTVX0XEAAAAACjVx4sRsv/32ue+++3LVVVdlp512KjoSAAAAAAA0eCa0AwAAADRh48aNy5FHHpnzzz8/K6+8cp599tmsuOKKRccCGoj77rsvt99+e66//npldgAAAKDJGz16dDbffPM8//zzueuuu7LJJpsUHQkAAAAAABoFE9oBAAAAmqi77ror++67b0aOHJkTTjghvXr1SnW15x8CZZMnT85yyy2XRRZZJA8//HAqKiqKjgQAAABQmI8++iibbLJJ3n///dxzzz1ZddVVi44EAAAAAACNhjuUAQAAAJqYjz/+OL17985NN92UTTbZJP37988SSyxRdCyggTnrrLPy1ltv5bbbblNm57vV1yeVlcmwYclttyXV1cnccyc77ZT4OwYAAIBG7l//+lc23njjTJ48OY8//ni6dOlSdCQAAAAAAGhUFNoBAAAAmohSqZTLLrssBx98cJo1a5aBAwdmp512UlQFvuL999/P8ccfn969e2fZZZctOg5F+eyzpFRKWrQoF9Srqsqvysrkf//uqKwsv48YkZx5ZrngniQrrFAutJdKXz0GAAAAGoEXX3wxm2yySdq2bZtHHnkkiy++eNGRAAAAAACg0VFoBwAAAGgC3njjjfTo0SODBw/O7rvvnjPOOCMdOnQoOhbQQF133XWZe+65c+yxxxYdhSLtuWe51L7QQkm7dkn79sm885ZfbduWX3PPnbRpk7RsmXTokNTUlNdPmJBMmZIssED5XPX15TI8AAAANCKDBw9Ot27dsvTSS+fvf/97OnXqVHQkAAAAAABolCpKpVKp6BAAAAAAzBpTpkxJv379cvzxx2fhhRfOxRdfnA033LDoWEADViqVUlFRkQ8++CALL7xw0XEoUsuW5VL6t2nWrFxon3vucul97Njk/ffLBfZSKTnwwORnPytvb9Uq+f3vyxPfAQAAoIG74447ssMOO2TNNdfMbbfdlrnnnrvoSAAAAAAA0GgptAMAAADMoZ566qnsueeeGTFiRA488MAcc8wxad26ddGxgEZierGdJqx583Ipffq/B9PfS6Xya3pp/ZtUVHx1+5gx5XI7AAAANGCXX3559txzz2y99da55ppr0sLD2QAAAAAA4CepLDoAAAAAADPXuHHj0rt376y22mpp0aJFnnnmmZx66qnK7MAPoszexI0fn0ybVi6k19WVl6dOLb+mTSuvm152r6xMqqqS6ury8n9r1qz8qqoqv5TZAQAAaOD69euXP/3pT+nevXuuv/56ZXYAAAAAAJgJFNoBAAAA5iB33313ll122Vx22WU5/fTT8+STT6Zr165FxwKgsRk1qvxeXT2juN66dTLXXOXl6a/pk9qnl97r67+8bXoJvq6ufCwAAAA0UKVSKQcffHAOOeSQHHXUUenfv3+qqqqKjgUAAAAAAHOE6qIDAAAAAPDTffzxx+nTp09uvPHGbLLJJunfv3+WWGKJomMBRfnvUjH8GLW15fcpU8oT1qdOTeadN9loo6Rly+TTT5OxY8uT3MePTyZNSj7/PPnss2Ty5PKxlZUzCvFTpyYdOhT3ewAAAOBbTJs2Ld27d88VV1yRc845J7179y46EgAAAAAAzFEU2gEAAAAasVKplL/97W856KCDUl1dnYEDB2annXZKhRIrNF0ffJAsvHB5ua4uMUmMH6Nz5+TMM5MTTyyX1CsqkjFjko4dk6OPnjFtferUZNy48vvLLyd9+yZPP13etthiyV57Je+9l3z8cbL44sX9HgAAAPgGEydOzI477pi///3vGThwYP7whz8UHQkAAAAAAOY4FaVSqVR0CAAAAAB+uDfffDM9evTIoEGDsvvuu+eMM85IB9NvoWkbMiRZe+3kgAOS445LWrcuOhGN3a23Jqeckjz77Ix1XbokAwYkq6325X3ffz/Zbbdk0KDy5+23T66/frZFBQAAgB9q7Nix2WyzzfLss8/mlltuyaabblp0JAAAAAAAmCNVFh0AAAAAgB9mypQpOemkk7Lccsvl3XffzQMPPJArrrhCmR1IDjmk/H7mmcnqqyevv15sHhq/rbcul9e32SZp1qy8bvjwZOONkwsuKH+ury+/f/JJMnbsjGPbtSu/T56ceLYuAAAADUypVMr48ePz6aef5uGHH1ZmBwAAAACAWUihHQAAAKAReeqpp7Lyyivn6KOPTp8+ffLyyy9no402KjoW0BAMGJA8+WRSXV0uHi+1VNKy5Vf3m14snl5Chm9TKiUrrJBcemnSp8+MkvrEiUmvXsnOOyeffVZeN2ZM8vnnM45daKHye1VVUlExW2MDAAAwhzv++OTll3/SKSoqKjLffPPlxRdfzGqrrTaTggEAAAAAAF9HoR0AAACgERg3blx69+6d1VZbLS1atMgzzzyTU089Na1bty46GtAQTJiQHHRQeXnatGTppZPddksWX/yr+04vFle6PMz3UFGR1NUlbdsmp52WnHNO+WEJ9fXlovp11yUbbJC89FL5YQpTpsw4dv75Z5wDAAAAZoZJk5J11kmOOSY5+eTk3//+Saerrq5Oy697ICAAAAAAADBTVRcdAAAAAIBvd/fdd2fffffNZ599ltNPPz29e/dOdbXLOsB/OeigZNy48nLr1skmmyS//e2M7ePHJ889l9x7b/LJJ8kHHySbbpqsskry858nCy5YTG4ah6qq8ntdXbLrrsmvf53stVfy+OPlsvorryTbbJMss0wydmx5XamULLBA+TiFdgAAAGaGmppkww3Lk9krK5Prr0/mmqtcbl944aLTAQAAAAAA36KiVCqVig4BAAAAwFd98skn6dOnT2644Yb89re/Tf/+/bPkkksWHQtoaF54IVl55Rmf11knOemkZLXVyp8/+ijZe+/k/vu/PD07SZZcMtloo2THHZM11kiaNZt9uWmc6upmFNwPOig5++zytPakPKG9oqL8mjIleeKJZNVVy+V2pXYAAAB+in/9q1xmf+edGdcvpk4tvx9wQHLIIcl88xWXDwAAAAAA+FaVRQcAAAAA4MtKpVIuu+yyLLPMMnn44YdzzTXX5N5771VmB75ez54zluefP+nWbUaZ/dlnk912S+66q1xEbtasXCyuri5PMvv3v5NLLkmOPjoZMqSY/DQu08vspVJy+unJbbclHTuW102bVi4TTJtW/tyhQzEZAQAAmPMccUS5zN6iRfn/O6dNK1/fSJIzz0z6909GjSo2IwAAAAAA8I0U2gEAAAAakDfffDPrr79+9txzz3Tr1i0jRozIzjvvnAqTbYGvc8UVybBh5XJ6Up7OvsUW5eXhw5Nzz00efrj8uVSaMUl7+ufpN34PGZJsu+2MUnupNFvi04hN/3tps83Kk9i7dUsWXrhcYm/btrxtetHd32EAAAD8WNOvUay+evk6Rl1deV2pVC61T5/W/te/JpdfnowdW1xWAAAAAADgG1UXHQAAAACAZOrUqenXr1+OO+64LLzwwnnggQey0UYbFR0LaMgmT04OPLC8XF+f/OIXyfbbJ0stVZ6Sfcstyd13l7dXV8+Ymp3MWJ42rVyGr64uTzG7+upkzTUVkPn+KiqSn/88ufHG5PPPkwkTknHjkpEjk3nnLTodAAAAjd30axSLLlq+jjH987zzlq9lTJ2aNG+eTJmSHHlkMtdcyS67JK1bF5cZAAAAAAD4ChPaAQAAAAr21FNPZeWVV87RRx+d3r175+WXX1ZmB77bYYeVb9xu3rz8uaam/DlJRoxIHnggGT26/LmuLlluueSYY5JLL0023XTG9OyqqvLN30ly/fXJK6/M1p/BHKJ586Rdu/KU9mWWKU/OAwAAgJmlS5ekbdvydYwWLZJVV00WWKC8bcqU8v+XTp6cHHpocscdycSJM46dft0DAAAAAAAoTEWpVCoVHQIAAABo2sZMnJoxE6dm0tS6TJ5WnynT6tO8ujItqivTsllV2rZqlratmhUdc6YbN25c+vbtm/POOy9du3bNpZdemq5duxYdC2gM/vnPZOmly8stW5ZvzK6rK3/edNPyTd0nnDDjhu2ePZPevcuTtKe7+upkv/2S8ePL080qKso3f99/f7LWWrP39wAAAAB8mylTyqX2t95K5psvGTgweeih5IILytc2kqRZs/K1kAUXTPr3T7p1S/797+Tyy8tT26dfSwEAAAAAAGa76qIDAAAAAE3LyAlT8vIHY/LKB2Py0vuj8+J7o/PpuMnfedx8c7dI18XaZfmF2+VXC7fNcgu3Tfs2zWdD4lnjnnvuyT777JPPPvss/fr1S58+fVJd7VIN8D39/OfJqacmJ52UjBl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|
|
"text/plain": [
|
|
"<Figure size 4000x4000 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import networkx as nx\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"# Baue Graphen\n",
|
|
"G = nx.Graph()\n",
|
|
"\n",
|
|
"for person, connections in collab.items():\n",
|
|
" for friend in connections:\n",
|
|
" G.add_edge(person, friend[0], weight=friend[1])\n",
|
|
"\n",
|
|
"\n",
|
|
"# Zeige Graphen an\n",
|
|
"plt.figure(figsize=(40, 40))\n",
|
|
"\n",
|
|
"pos = nx.spring_layout(G, k=2.0, iterations=100)\n",
|
|
"\n",
|
|
"nx.draw(G, pos, with_labels=True, node_size=3000, font_size=20)\n",
|
|
"\n",
|
|
"edge_labels = dict([((n1, n2), d['weight'])\n",
|
|
" for n1, n2, d in G.edges(data=True)])\n",
|
|
"\n",
|
|
"nx.draw_networkx_edge_labels(G, pos, edge_labels=edge_labels, label_pos=0.5,\n",
|
|
" font_color='red', font_size=20, font_weight='bold')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "72e58005-9800-42c3-870c-6ecc4abf8de5",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python [conda env:base] *",
|
|
"language": "python",
|
|
"name": "conda-base-py"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.13.9"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|