{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 01wk-2: 라인플랏, 산점도, 객체지향적 시각화 (1)\n", "\n", "최규빈 \n", "2023-09-06\n", "\n", "\n", "\n", "# 1. 강의영상\n", "\n", "\n", "\n", "# 2. Imports" ], "id": "8abe3688-c032-4d5d-9ce1-c698059cfa47" }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import matplotlib\n", "matplotlib.rcParams['figure.figsize'] = (3, 2) \n", "matplotlib.rcParams['figure.dpi'] = 150" ], "id": "7e0cbb4b-56e4-438e-9440-31c25dfe5185" }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 3. Line plot\n", "\n", "## A. 기본플랏" ], "id": "1698c497-b05a-4bcc-8dd9-8273e053b536" }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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IOmpo03UvBzRd91JqYgR7K0udz6HxI6pbt27Bz88PJSUlWLlyJVasWNHu+/bo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\nKRo5orqfubk55HJ5h4+o8vL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} } ], "source": [ "plt.plot([1,2,3,2])" ], "id": "7cc3fd50-0605-406a-8690-c79b75b0e840" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## B. 모양변경" ], "id": "d468ef05-a053-4b3d-9831-c82edcd8ef68" }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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YgoODERcX1+kKFNu2bYOPjw9WrVrVZnzAgAEICwtDbW0tli5divr6eu22lStX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\nTIdervr75ptvsG7dOu3r2tp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} } ], "source": [ "plt.plot([1,2,3,2],'--')" ], "id": "95fe9e1c-f996-4277-9043-2ff2a3b0dbbe" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## C. 색상변경\n", "\n", "`-` 예시1" ], "id": "7a198729-8402-423c-aa1e-efdeccd20907" }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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F2lVSAoweDXz1lVrr2RP47juGFFEtwntUpE3XrgGjRlmHVK9enEkR1UIMKtIe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\nAMc3YqEqeeONNywALN26dbN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Ebo5BRZpVUgI8/TTw5ZdqrWdP4JtvGFJEtQnvUZEmXbsGjBljHVK9enEmRVQb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\ngwY5vhELVcnrr79uAWDp1q2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} } ], "source": [ "plt.plot([1,2,3,2],'b')" ], "id": "cd0dfc83-344a-463b-b06d-11609bcfee52" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## D. 모양 + 색상변경\n", "\n", "`-` 예시1" ], "id": "f8183603-fedb-4247-b658-0a19047d08dc" }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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cIfXpp+6+++4z23YopESkGhRU4n3Hj0Pv3vDZZ+6+Bx6Af/1LISUi1aZ7VOJd\nx49Dr16wcqW7r39/ePttbdUhIpdEIyrxHqfTzO47O6QefFAhJSIeUVCJ9zgcMGQIhIaa9oABCikR\n8Zg+QcS77r0XysrMTL85c9yhJSJyiRRU4n3332++RES8QJf+5NIdPQrTppkRlIiIj2hEJZfm6FGz\nE+/atZCdDa+8AiH6u0dEvE+fLFJ9R45AUpIJKYDXXjMP8oqI+IBGVFI9rpBat87dN2SImYYuIuID\nGlFJ1R0+DN26VQypoUN12U9EfEqfLlI1rpBav97d98QT8PLLCikR8Sl9wsjF/fADdO0KGza4+37z\nG/jnPxVSIuJzukclF+YKqY0b3X3DhsHs2WYlChERH/PKn8PffPMNU6ZMITk5mZiYGBwOB45L/BBr\n3rx5+fsr+9q2bZs3Spaqev75iiH15JMKKRHxK6+MqCZPnszixYu9capyjz76aKX99evX9+rPkYuY\nPBkyMmDZMhg+HGbOVEiJiF95Jag6duxI27Zt6dChAx06dKB58+aUlJR4dM65c+d6ozTxVEQELFxo\nFpd9/HGFlIj4nVeC6o9//KM3TiN24HSeG0YREWYauoiIBTRlS9wOHoTbboM1a6yuRESknG1n/U2d\nOpWcnBzCw8Np06YNffv2pVGjRlaXFbwKC+HOO2HzZrOG37JlcOutVlclImLfoBo7dmyF9ujRo5k1\naxaDBg2q1nnatGlTaX9OTg4tW7a85PqCSkEB3HEHbNli2sXFZj8pBZWI2IDtLv317t2blJQUcnNz\nOX78OBkZGYwZM4aSkhKGDBni9dmFNd5PQwpg7FiYNMm6mkREzuJwOp1Ob580IiKCkpISvHnqOXPm\nMHToUFq3bu2VZ6lcI63MzEyPzxWwDhwwIZWR4e7705/gL3/R7D4R8RpPP29tN6I6n8GDB9O4cWOy\ns7PZvXu31eUEvu+/hy5dKobUuHEKKRGxnYAJqpCQkPJ7Svn5+RZXE+D27zchlZXl7nv6abMKhUJK\nRGwmYIIKoKioCICoqCiLKwlgrpDautXdN368WYFCISUiNhQwQZWZmUl2djaRkZHEx8dbXU7g2rMH\nvvvO3X72WZg4USElIrZlSVDNnj2b+Ph4xo0bV6E/NTWVlStXnvP69PR07r33XpxOJ0OGDKF27dr+\nKjX4dOhgpp7XrQsTJiikRMT2vPIc1dKlS5k8eXJ5+9SpUwDcfPPN5X3jx4+nZ8+eABQWFpKdnX3O\nvaa0tDQmTpxIbGwsCQkJREZGsmvXLjZt2sTp06fp3LkzU6ZM8UbJNVvHjub+VLNmVlciInJRXgmq\ngoICNpy9qd6Pzu4rKCi46Hm6devGnj172LhxI2vXruXw4cNcdtll3HrrrTz00EMMHDiQ0NBQb5Rc\nc+TnQ/36EBlZsV8hJSIBwifPUQWCGvEc1d69ZuJEbCwsWQJ16lhdkYjUQDXmOSqppj17oHNn2LkT\nVqyA3r3h9GmrqxIRqTYFVTDKyzMhlZPj7rvzTqhl26UdRUTOS59cwcYVUt9+6+574QWzfp+ISABS\nUAWT3FxzT+rskJo6FX7/e+tqEhHxkIIqWOzebULq7HUQX3wRxoyxqiIREa9QUAWD3bvN5b7cXHff\n9OkwerRVFYmIeI2CKtAdOACdOpl7Uy4zZsDIkZaVJCLiTZr1F+gaNYIfV/wA4B//UEiJSFDRiCrQ\nORwwe7b5/rrr4Mknra1HRMTLFFTBICQEXnpJi8uKSFDSpb9As2MHvP/+uf0KKREJUhpRBZLt280U\n9P37obQUHnrI6opERHxOI6pAkZ1tpqDv2wdlZfDYY7Brl9VViYj4nIIqEGzbZkZSZ+/f9fLL0KKF\ndTWJiPiJgsrutm6tGFIOB7z2GgwZYm1dIiJ+ontUdpaVBbffDt9/b9qukBo0yNq6RET8SEFlV1lZ\nZiR14IBpOxzwxhvm3pSISA2iS392lJFhJk6cHVJvvqmQEpEaSSMqu3E6YeBAKCgwbYcD3noLHn7Y\n2rpERCyiEZXdOBwwfz40a2ZWnHj7bYWUiNRoGlHZUYsWsGoV/Pe/0K+f1dWIiFhKQWUHTue5SyC1\nbGm+RERqOF36s9p//2v2k3JNQRcRkQoUVFbatAnuuAPWrDHPS7lm+YmISDkFlVW++QbuvBOKikw7\nOxs2brS2JhERG1JQWeHrryuGVK1aZqbf2Tv1iogIoKDyv40b4Ve/gh9+MG1XSN1zj6VliYjYlWb9\n+VNaGnTtCocPm3atWmYTxL59ra1LRMTGFFT+smGDCakjR0w7LAw++AD69LG2LhERm1NQ+cP69Sak\njh417bAw+PBD6N3b2rpERAKAgsofNm2qGFILFkCvXtbWJCISIDSZwh+GDYPp06F2bUhJUUiJiFSD\nRlT+Mnq0mTTRvLnVlYiIBBSNqHwhL6/yfoWUiEi1Kai8bc0auO46mDjR6kpERIKCgsqbvvgCuneH\n4mKYMAH+8herKxIRCXheCapvvvmGKVOmkJycTExMDA6HA8dPt62ohqKiIkaOHElsbCzh4eHExsYy\natQofnCt5mBHq1e7QwogIgI6dLC2JhGRIOBwOp1OT09y9913s3jx4nP6L+XUhYWFdOzYkZ07d9Ki\nRQtuuukmMjMzyczMpFWrVqxbt46GDRt6WjJt2rQBIDMz0+Nz8fnnZp2+48dNOyICliwx6/mJiNRw\nnn7eemVE1bFjR8aPH89HH31Efn4+4eHhl3yuUaNGsXPnTpKTk8nOzmb+/PlkZGQwfPhwtm/fzpgx\nY7xRsvesXAk9erhDqk4d+M9/FFIiIl7ilRHVT0VERFBSUlLtEVV+fj4xMTHUqlWLvLw8mjRpUn6s\npKSEZs2acejQIfbt20fjxo09qtErI6oVK8wzUSdOmHadOrB0KXTp4lFtIiLBxBYjKm9ZtmwZZWVl\nJCYmVggpgPDwcHr16sWZM2dITU21qMKzLF8Od93lDqnISEhNVUiJiHiZrYJq8+bNALRr167S467+\n9PR0v9VUqS+/NCOpkydN2xVSnTtbWpaISDCy1coUeT8+KBsTE1PpcVd/bm5ulc/pGnL+VE5ODi1b\ntqxmhT+6/nrz9fXXEBVlQuq22y7tXCIickG2GlEdO3YMgMjIyEqPR0VFAXDUtcCrVRo0gE8/NSOo\njz9WSImI+JCtRlS+cL6bd+cbaVXZz35mZvx58LyYiIhcnK1GVHXr1gXguGuq908U//gwbb169fxW\n0wUppEREfM5WQXX11VcDsHfv3kqPu/pjY2P9VpOIiFjLVkGVkJAAwKZNmyo97upv27at32oSERFr\n2SqokpKSCAkJYc2aNRw4cKDCsZKSEpYsWUJoaCg9evSwqEIREfE3S4Jq9uzZxMfHM27cuAr9TZs2\npX///pw6dYphw4Zx+vTp8mNjx46loKCAAQMGeLwqhYiIBA6vzPpbunQpkydPLm+fOnUKgJtvvrm8\nb/z48fTs2RMwC89mZ2eTn59/zrlmzJjB+vXrWbBgAfHx8eWL0mZkZBAXF8f06dO9UbKIiAQIrwRV\nQUEBGzZsOKf/7L6CgoIqnSs6Opq0tDQmTJjAokWLWLhwIU2aNGHEiBFMnDiRBg0aeKNkEREJED5Z\nlDYQ1KtXj9LS0ktfnUJERKokJyeHsLCwS16swVaTKfwpKiqKsLCwS35/Tk4OOTk5XqxIvE2/o8Cg\n31Ng8OT3FBYWVr6y0KWosSMqT3l140XxCf2OAoN+T4HByt9TjR1RiYhIYFBQiYiIrSmoRETE1hRU\nIiJiawoqERGxNc36ExERW9OISkREbE1BJSIitqagEhERW1NQiYiIrSmoRETE1hRUIiJiawoqERGx\nNQWViIjYmoKqGk6cOMGzzz5Lq1atiIiI4Morr2TQoEF89913VpcmP/rmm2+YMmUKycnJxMTE4HA4\ncDgcVpclZzl+/DiLFi1i8ODBtG7dmoiICKKiokhISGDSpEkcO3bM6hLlR9OnTyc5OZm4uDjq169P\neHg4sbGxPPLII2zZssVvdWhliio6efIkXbp0Yf369TRt2pTExER2795NWloajRo1Yv369bRo0cLq\nMmu8u+++m8WLF5/Tr3/m9vHaa6/x+OOPA3Dttddy/fXXc+TIEb766iuOHj1KfHw8q1evpnHjxhZX\nKtHR0RQXF9O2bVuuuuoqwOxHtX37dsLCwkhJSeGuu+7yfSFOqZKnn37aCTg7duzoPHr0aHn/iy++\n6AScnTp1sq44KTdlyhTn+PHjnR999JEzPz/fGR4e7tQ/c3uZO3euc+jQoc6srKwK/fv27XPeeOON\nTsDZv39/i6qTs3355ZfOEydOnNP/0ksvOQFnkyZNnKWlpT6vQyOqKjh16hSNGzfm8OHDbNq0iRtv\nvLHC8YSEBNLT0/n6669p3769RVVKZSIiIigpKdGIKkCsW7eOW265hfDwcI4cOULt2rWtLknO45pr\nriEnJ4fNmzfTtm1bn/4s3aOqgrVr13L48GFatmx5TkgB9OvXD4AlS5b4uzSRoJKQkABASUkJBw8e\ntLgauZCwsDAAv/wxoaCqgs2bNwPQrl27So+7+tPT0/1Wk0gw2rVrF2A+BBs2bGhxNXI+77zzDtnZ\n2cTFxREXF+fzn1fL5z8hCOTl5QEQExNT6XFXf25urt9qEglGM2fOBCApKYnw8HCLqxGXqVOnkpmZ\nSXFxMVu3biUzM5Mrr7ySefPmERoa6vOfr6CqAtd02cjIyEqPR0VFAXD06FG/1SQSbFJTU3n99dcJ\nCwtj8uTJVpcjZ/nkk09YsWJFeTs2Npa3337bb/fkdelPRCy3bds2BgwYgNPpZOrUqeX3qsQeli9f\njtPppKioiC+++IK4uDg6derE888/75efr6Cqgrp16wLmQcXKFBcXA1CvXj2/1SQSLL777juSkpIo\nKipizJgxjBw50uqS5DwaNGhAYmIiqamptG/fnvHjx7Nx40af/1wFVRVcffXVAOzdu7fS467+2NhY\nv9UkEgwOHTpE165dyc3NZeDAgUybNs3qkqQKwsLCuP/++3E6nX6Z7aygqgLXZYhNmzZVetzV7+tn\nCUSCybFjx+jevTtZWVkkJyczZ84cLXcVQKKjowEoKCjw+c9SUFXBL3/5S+rXr09OTg7/+9//zjn+\n4YcfAtCrVy8/VyYSmEpKSujTpw9paWl069bNb7PHxHtWr14NQMuWLX3+sxRUVVC7dm2efPJJAH77\n29+W35MCs2hjeno6nTp10qoUIlVw5swZ+vfvz8qVK0lMTCQlJUUrUNjQ2rVrWbZsGWVlZRX6S0tL\nmTVrFu+88w516tTh/vvv93ktmp5eRc888wzLly/nq6++Ii4ujsTERHJzc9mwYQONGjXijTfesLpE\nAZYuXVphavOpU6cAuPnmm8v7xo8fT8+ePf1emxizZ89m4cKFgLl8NGzYsEpfN23atPLLS+J/O3bs\nYODAgURHR9O+fXsuv/xyCgsL2bJlC/n5+URERDB37lyaNWvm81oUVFUUERHBqlWr+Otf/8p7773H\nokWLaNiwIY899hiTJ08+78PA4l8FBQVs2LDhnP6z+/xxTV3Or6ioqPx7V2BVZsKECQoqC3Xq1Imn\nnnqK1atXk56eTmFhIbVr16Z58+b069ePESNGcM011/ilFi1KKyIitqZ7VCIiYmsKKhERsTUFlYiI\n2JqCSkREbE1BJSIitqagEhERW1NQiYiIrSmoRETE1hRUIiJiawoqERGxNQWViIjYmoJKRERsTUEl\nIiK2pqASERFbU1CJiIitKahERMTWFFQiImJr/x9R9zkcymA1XQAAAABJRU5ErkJggg==\n" 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E888/75efr6Cqgrp16wLmQcXKFBcXA1CvXj2/1SQSLL777juSkpIo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\n" } } ], "source": [ "plt.plot([1,2,3,2],'r--')" ], "id": "1368446d-659c-4e9e-95af-131d3a9cd097" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## E. 원리?\n", "\n", "`-` `r--`등의 옵션은 Markers + Line Styles + Colors 의 조합으로 표현가능\n", "\n", "ref:\n", "\n", "\n", "- `--r`: 점선(dashed)스타일 + 빨간색\n", "- `r--`: 빨간색 + 점선(dashed)스타일\n", "- `:k`: 점선(dotted)스타일 + 검은색\n", "- `k:`: 검은색 + 점선(dotted)스타일\n", "\n", "`-` 우선 Marker를 무시하면 Line Styles + Color로 표현가능한 조합은\n", "$4\\times 8=32$ 개\n", "\n", "### Line Styles\n", "\n", "| character | description |\n", "|:---------:|:-------------------:|\n", "| ‘-’ | solid line style |\n", "| ‘–’ | dashed line style |\n", "| ‘-.’ | dash-dot line style |\n", "| ‘:’ | dotted line style |\n", "\n", "### Colors\n", "\n", "| character | color |\n", "|:---------:|:-------:|\n", "| ‘b’ | blue |\n", "| ‘g’ | green |\n", "| ‘r’ | red |\n", "| ‘c’ | cyan |\n", "| ‘m’ | magenta |\n", "| ‘y’ | yellow |\n", "| ‘k’ | black |\n", "| ‘w’ | white |\n", "\n", "### Markers\n", "\n", "| character | description |\n", "|:---------:|:---------------------:|\n", "| ‘.’ | point marker |\n", "| ‘,’ | pixel marker |\n", "| ‘o’ | circle marker |\n", "| ‘v’ | triangle_down marker |\n", "| ‘^’ | triangle_up marker |\n", "| ‘\\<’ | triangle_left marker |\n", "| ‘\\>’ | triangle_right marker |\n", "| ‘1’ | tri_down marker |\n", "| ‘2’ | tri_up marker |\n", "| ‘3’ | tri_left marker |\n", "| ‘4’ | tri_right marker |\n", "| ‘8’ | octagon marker |\n", "| ‘s’ | square marker |\n", "| ‘p’ | pentagon marker |\n", "| ‘P’ | plus (filled) marker |\n", "| ’\\*’ | star marker |\n", "| ‘h’ | hexagon1 marker |\n", "| ‘H’ | hexagon2 marker |\n", "| ‘+’ | plus marker |\n", "| ‘x’ | x marker |\n", "| ‘X’ | x (filled) marker |\n", "| ‘D’ | diamond marker |\n", "| ‘d’ | thin_diamond marker |\n", "| ‘\\|’ | vline marker |\n", "| ’\\_’ | hline marker |\n", "\n", "`-` 예시1" ], "id": "2e986cee-283f-4770-88b3-593ade37d042" }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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CkiVL2LJlCwBer9eKjw+ow4dhyBCzcr6w0N9++unmvJSOHe2rTUTEiSwJloED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\n" } } ], "source": [ "plt.plot([1,2,4,3],'b-.')" ], "id": "0c346edb-9fac-4adc-85b3-728c5483c144" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시2" ], "id": "edb3aa96-00f2-4a6d-b0c1-3e3350108bea" }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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KeXl5ghMREWkPi0UDjI2NsX79enh5eSEpKQm+vr6iIxERaQ2fY6mGkpISfP31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\n" } } ], "source": [ "plt.plot([1,2,4,3],'k:')" ], "id": "eb0bbcbd-bd05-4b13-8a5a-0d20dbd33d69" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시3: line style + color 조합으로 사용하든 color + line style\n", "조합으로 사용하든 상관없음" ], "id": "932727b1-986d-4d94-8fc1-c0822e191167" }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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CkiVL2LJlCwBer9eKjw+ow4dhyBCzcr6w0N9++unmvJSOHe2rTUTEiSwJloED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\n" 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KeXl5ghMREWkPi0UDjI2NsX79enh5eSEpKQm+vr6iIxERaQ2fY6mGkpISfP31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\n" } } ], "source": [ "plt.plot([1,2,4,3],':k')" ], "id": "ead8fefa-e7cf-4afc-ae2f-dc312b044e13" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시4: line style을 중복으로 사용하거나 color를 중복으로 쓸 수 는\n", "없다." ], "id": "98ebc255-452a-4447-b1a4-b1e6e43f764f" }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot([1,2,4,3],'br')" ], "id": "f7db2197-6af7-4fb9-b96e-5be2e8ed0b59" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시5: 색이 사실 8개만 있는건 아니다.\n", "\n", "ref: " ], "id": "cfdba6c0-6932-41b3-8334-3c683361bb1c" }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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RAqEdiw86wQle5EUmMtE2r0UtEknkNm4zlExE/IF2LD5mOcupTW1bqQQQQD/6\nkUaaSkVECpx2LD7iGMf4J/9kMpNt8yiimMEM6lHPUDIR8TfasfiApSylNrVtpVKUogxgAJvYpFIR\nkUKlHYsXO8pR+tKXqUy1zaOJJpFEYogxlExE/Jl2LF7qEz4hiihbqRSlKK/wChvYoFIREWO0Y/Ey\nv/ALfehDIom2eQwxJJJINNGGkomInKcdixf5iI+IJNJWKoEEMpShrGe9SkVEPIJ2LF7gMIfpTW+S\nSLLN61OfRBKJIspQMhGR39OOxcMtZCGRRNpKJYggXuM11rJWpSIiHkc7Fg91iEP0ohezmW2b387t\nTGc6tahlKJmIyB/TjsUDzWc+tahlK5VggkkggdWsVqmIiEfTjsWDHOAAz/Isc5lrmzekIdOZzs3c\nbCiZiMjl047FQ6SQQiSRtlIJIYRRjGIVq1QqIuI1tGMxbD/76UlP3ud92/xO7mQ604kgwlAyEZGr\nox2LIW7cJJNMJJG2UilGMcYwhlRSVSoi4pW0YzFgH/t4mqdZwALbvClNmcY0wgk3E0xExAHasRQi\nN27e4R1qUctWKsUpzgQmsIIVKhUR8XrasRSSH/mRp3iKRSyyze/mbqYylRrUMJRMRMRZ2rEUMDdu\nZjKTSCJtpVKCEkxiEstYplIREZ+iHUsB+oEf6E53PuET27w5zZnCFMIIM5RMRKTgaMdSANy4mcY0\nIom0lUpJSjKFKXzKpyoVEfFZ2rE4bA97eIInWMpS27wFLXibt6lGNUPJREQKh3YsDnHj5m3eJooo\nW6mUohTTmc5iFqtURMQvaMfigF3s4gmeYBnLbPOWtGQyk6lKVUPJREQKn3Ys+ZBHHm/xFrWpbSuV\n0pRmJjNZxCKVioj4He1YrtIOdtCVrqxkpW3eilZMYhKVqWwmmIiIYdqxXKE88hjHOGpT21YqZSnL\nu7zLAhaoVETEr2nHcgW+53u60pUv+MI2f5RHmchEKlHJUDIREc+hHctlyCWXN3mTOtSxlUooocxh\nDu/zvkpFROR/tGP5E9vZThe6sJrVtnkssYxnPBWoYCiZiIhn0o7lEnLJZSQjiSbaVirlKU8KKcxj\nnkpFROQitGO5iK1sJZ541rHONm9HO8YxjlBCDSUTEfF82rH8yjnO8TqvU5e6tlKpSEXmM59kklUq\nIiJ/QjuW/8kgg3ji2chG27wjHXmTNylHOUPJRES8iyPFsmnTJj777DM2bNjAhg0b2Lt3LwBut9uJ\nwxeoc5zjDd7gFV7hLGeteWUqM4lJtKKVwXQiIt7HkWIZMmQICxcudOJQhWoLW4gnnk1sss3/zt8Z\nzWjKUMZQMhER7+VIsTRs2JA6derQoEEDGjRoQPXq1Tlz5owThy4QOeQwnOEMYQg55FjzqlRlMpNp\nSUuD6UREvJsjxfLiiy86cZhCsZnNxBPPZjbb5l3owkhGUprSRnKJiPgKv7kq7CxnGcQgGtDAVirX\ncR2f8AnTmKZSERFxgF9cFZZGGvHEk066bd6d7iSQwLVcayiZiIjv8bhiiYyMvOg8KyuL8PDwKz7e\nF3zB3dxNLrnW7HquZypTaU7zq84pIiIX5/MvhTWiETHEWOuneZpv+EalIiJSQDxux5KRkXHR+aV2\nMn+mKEVJJJFYYpnABO7m7vzEExGRP+FxxVIQoogigwyK+P4GTUTEOL/5SatSEREpHPppKyIijlKx\niIiIo1QsIiLiKEfevP/4448ZMmSItT579vxTgu+44w5rNmDAAFq21DO4RER8nSPFcuDAAdavX/+7\n+a9nBw4ccOJUIiLi4Vxub/jQFKBkyZLk5ORc1d33IiJyZbKysggMDOT48eNX/L1e8x5L8eLFCQwM\nvOrvz8rKIisry8FE4jT9HXkH/T15h/z+PQUGBlK8ePGr+l6v2bHk14U79y91Z7+Yp78j76C/J+9g\n8u/Ja3YsIiLiHVQsIiLiKBWLiIg4SsUiIiKOUrGIiIij/OaqMBERKRzasYiIiKNULCIi4igVi4iI\nOErFIiIijlKxiIiIo1QsIiLiKBWLiIg4SsUiIiKO8uliOXXqFP/+97+58cYbCQkJoUqVKnTp0oW9\ne/eajib/s2nTJoYPH07r1q257rrrcLlcuFwu07HkV06ePMmCBQvo2rUrN910EyEhIRQvXpzo6GgG\nDx7MiRMnTEeU/xk1ahStW7cmIiKCUqVKERwcTFhYGJ06dWLLli2FlsNn77w/ffo0zZo1Y926dVSu\nXJkmTZqwa9cuNmzYQPny5Vm3bh033HCD6Zh+75FHHmHhwoW/m/voP0uvNHXqVJ544gkAbrnlFqKi\nojh27Bhr1qzh+PHj3HzzzaSmplKhQgXDSSU0NJTs7Gzq1KlD1apVgfOfx7J9+3YCAwOZP38+Dz74\nYMEHcfuol19+2Q24GzZs6D5+/Lg1HzlypBtwN23a1Fw4sQwfPtw9YMAA94cffuj+6aef3MHBwW4f\n/mfplWbMmOHu3r27OzMz0zb/8ccf3TExMW7A3b59e0Pp5Nf+85//uE+dOvW7+YQJE9yAu2LFiu6c\nnJwCz+GTO5azZ89SoUIFjh49SlpaGjExMbavR0dHk56ezpdffkm9evUMpZSLCQkJ4cyZM9qxeIm1\na9fSqFEjgoODOXbsGEFBQaYjySXUrFmTrKwsvv76a+rUqVOg5/LJ91hWr17N0aNHCQ8P/12pALRp\n0waARYsWFXY0EZ8SHR0NwJkzZzh06JDhNPJHAgMDAQql/H2yWL7++msAbr311ot+/cI8PT290DKJ\n+KIdO3YA539olS1b1nAauZSkpCS2bdtGREQEERERBX6+ogV+BgP27NkDwHXXXXfRr1+Y7969u9Ay\nifiiMWPGANCiRQuCg4MNp5ELEhISyMjIIDs7m2+//ZaMjAyqVKlCcnIyAQEBBX5+nyyWC5c/FitW\n7KJfL168OADHjx8vtEwivmbx4sVMmzaNwMBAhgwZYjqO/Mqnn37K8uXLrXVYWBizZs0qtPeUffKl\nMBEpWFu3bqVjx4643W4SEhKs91rEMyxbtgy3282RI0f44osviIiIoGnTpgwbNqxQzu+TxVKiRAng\n/I1dF5OdnQ1AyZIlCy2TiK/Yu3cvLVq04MiRI/Tp04fnnnvOdCS5hNKlS9OkSRMWL15MvXr1GDBg\nABs3bizw8/pksVx//fUA/PDDDxf9+oV5WFhYoWUS8QWHDx/m3nvvZffu3cTHxzNixAjTkeQyBAYG\nEhcXh9vtLpSrYX2yWC5sy9PS0i769Qvzgr6WW8SXnDhxgvvvv5/MzExat27NlClT9PgdLxIaGgrA\ngQMHCvxcPlksjRs3plSpUmRlZbF58+bfff29994D4KGHHirkZCLe6cyZMzz88MNs2LCB++67r9Cu\nLhLnpKamAhAeHl7g5/LJYgkKCuKZZ54BoGfPntZ7KnD+IW3p6ek0bdpUd92LXIbc3Fzat2/PihUr\naNKkCfPnz9cd9h5o9erVLFmyhLy8PNs8JyeHcePGkZSUxDXXXENcXFyBZ/HJy40B+vfvz7Jly1iz\nZg0RERE0adKE3bt3s379esqXL8/06dNNRxTg448/tl2qevbsWQDuuOMOazZgwABatmxZ6NnkvPHj\nx/PBBx8A519O6dGjx0X/3IgRI6yXW6Twfffdd8THxxMaGkq9evUoV64cBw8eZMuWLfz000+EhIQw\nY8YMqlWrVuBZfLZYQkJC+Pzzz3nttdeYPXs2CxYsoGzZsnTu3JkhQ4Zc8uZJKVwHDhxg/fr1v5v/\nelYYrwnLpR05csT67xcK5mIGDRqkYjGoadOm9OvXj9TUVNLT0zl48CBBQUFUr16dNm3a0KtXL2rW\nrFkoWXzyIZQiImKOT77HIiIi5qhYRETEUSoWERFxlIpFREQcpWIRERFHqVhERMRRKhYREXGUikVE\nRBylYhEREUepWERExFEqFhERcZSKRUREHKViERERR6lYRETEUSoWERFxlIpFREQcpWIRERFH/R9Q\nrv4tFWZwowAAAABJRU5ErkJggg==\n" } } ], "source": [ "plt.plot([1,2,4,3],color='lime')" ], "id": "f8ddd340-43d8-46ec-a9e0-a0ee74a8962b" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시6: 색을 바꾸려면 hex코드를 넣는 방법이 젤 깔끔함\n", "\n", "ref: " ], "id": "da9b8430-71bc-45ec-ae4e-5792da6b2c48" }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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j2xtRVlQmY8LGxWIh0iMpC1Nw/dR1cR32SRicOjjJmIgaooVrC0xaNwmBMwKhtL73povc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\nQmCC\n" } } ], "source": [ "plt.plot([1,2,4,3],color='#7E277E')" ], "id": "307386ef-da1c-4f25-a17f-d3ad191b258b" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시7: 당연히 라인스타일도 4개만 있진 않음\n", "\n", "ref:\n", "" ], "id": "e87a1644-9c14-49c3-a02b-55a7ea980619" }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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2bJmUhycjl1VQibd/icWJtMIm8490b4sPx/SEexu1TJURkZQkC5by8nIMHz4c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\nUv8PzpYLDQdark8AAAAASUVORK5CYII=\n" } } ], "source": [ "plt.plot([1,2,4,3],linestyle=(0, (10, 1)))" ], "id": "51310b6c-edb9-4379-837b-a19f6d1b5eae" }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 4. Scatter plot\n", "\n", "## A. 원리\n", "\n", "`-` 그냥 마커를 설정하면 끝!" ], "id": "1184c43d-ab99-40e8-b47b-08180d875b14" }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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L17BfEx5wVVHbqub2Xu1anUdcAMCISVh+85vfWOzGTHlV8BujcqOali6VVzXqxcL5UZ4K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\ngg==\n" } } ], "source": [ "plt.plot(x,y,'o')" ], "id": "dc86b6a6-def1-4558-8230-8ecace14d810" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## B. 기본플랏\n", "\n", "`-` 예시1" ], "id": "c61292c4-8553-4815-9367-b6e590838a01" }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot([1,2,4,3],'x')" ], "id": "ed647a14-1b30-4db3-b855-694da6b69afe" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시2" ], "id": "3f37e070-e3ed-4c0a-ab20-f0229da49a9e" }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot([1,2,4,3],'D')" ], "id": "d3d55d58-721b-4a52-b1c8-79c915b3a99f" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## C. 색깔변경\n", "\n", "`-` 예시1" ], "id": "d2cf6426-f3f3-4706-b817-9312d3578e66" }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot(x,y,'or')" ], "id": "d4f13b97-09a5-4f62-9cee-3a56263ac7b5" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시2" ], "id": "18941535-f296-4da8-ad6c-76afe3628d5b" }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot(x,y,'db')" ], "id": "82d9decc-b47d-4c3e-896a-ab8cd3fcce4b" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시3" ], "id": "5953f2e1-2f54-4a0e-8485-efc61b067589" }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot(x,y,'bx')" ], "id": "5b0de299-9f65-41df-8d62-b8dc9523c6b7" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## D. dot-connected plot\n", "\n", "`-` 예시1: 마커와 라인스타일을 동시에 사용하면 dot-connected plot이\n", "된다." ], "id": "a9298713-045e-468c-ba9e-5a6fc4e72d4f" }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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2KXfC38OpwXv+GSoA0M5ViUlDg/nwI5GVMOoilGJij8W8nbusxhvrUnA0p9TQ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\n7+9v9FqsNlhUKhX+/PNPzJs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} } ], "source": [ "plt.plot([1,2,4,3],'--o')" ], "id": "09eb9036-5ab1-4f3c-8355-f34cca057309" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시2: 당연히 색도 적용가능함" ], "id": "368dfacd-563c-4685-a982-2db93ef10d71" }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot([1,2,4,3],'--or')" ], "id": "e6473dc3-dcd0-4ff5-8816-9f9f1f2ab22f" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시3: 서로 순서를 바꿔도 상관없다." ], "id": "58afdc84-4502-462e-a793-52f77a3d89de" }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot([1,2,4,3],'r--o')" ], "id": "380fdf16-31ad-4169-aaa1-937dce92590c" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시4: 색만 따로 바꾸고싶다면?" ], "id": "20153d28-6953-4c36-8033-cd1bae4a36b0" }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "plt.plot([1,2,4,3],'--o',color='lime')" ], "id": "3d2a21d4-d142-404a-b237-f0657824f601" }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 5. 겹쳐 그리기\n", "\n", "`-` 예시1" ], "id": "e93743d9-c458-41be-88d8-7f38c7ba2964" }, { "cell_type": "code", "execution_count": 70, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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A7r4lC7ykxwnH4+oG0eOM7f0LIflYkQ+/npXLy/P3kH/zEkSlMp5MeSzMrLeC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\nYedOJWfy+Dfbef/3g9zIKzD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} } ], "source": [ "plt.plot([1,2,4,3])\n", "plt.plot([3,4,1,2],'--o')" ], "id": "2e6a20ed-7e42-41e1-bc04-5c7c1ec0d523" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시2" ], "id": "bddd3a26-21bf-4c49-b9df-e0976a48a433" }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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Wert8HRr4lum6jhW9rYewao+2qkNQ9QJVy+YSjrUYDMqW57dzx+w0zsqhXZ5+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\nEEKYlSQWIYQQZiWJRQghhFn9P3RBZR6Y19QYAAAAAElFTkSuQmCC\n" } } ], "source": [ "plt.plot([1,2,4,3],color='C1')\n", "plt.plot([3,4,1,2],'--o',color='C0')" ], "id": "6de8aaca-0500-4091-9c3c-636459c77af9" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 예시3" ], "id": "3634cf2a-d1ff-474c-b12f-90c8ba48d382" }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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} } ], "source": [ "x=np.linspace(0,1,100)\n", "eps = np.random.randn(100)*0.2\n", "y= 2*x + eps \n", "plt.plot(x,y,'.')\n", "plt.plot(x,2*x,'--')" ], "id": "d7e94c1a-70a6-4dc4-b169-064fb23b30c8" }, { "cell_type": "markdown", "metadata": {}, "source": [ "------------------------------------------------------------------------\n", "\n", "`-` summary: boxplot, histogram, lineplot, scatterplot\n", "\n", "- 라인플랏: 추세\n", "- 스캐터플랏: 두 변수의 관계\n", "- 박스플랏: 분포(일상용어)의 비교, 이상치\n", "- 히스토그램: 분포(통계용어)파악\n", "- 바플랏: 크기비교\n", "\n", "------------------------------------------------------------------------\n", "\n", "# 6. 객체지향적 시각화 (1)\n", "\n", "## A. 예비학습\n", "\n", "`# 예비학습1` – 그림을 저장했다가 꺼내보고 싶다.\n", "\n", "`-` 그림을 그리고 저장하자." ], "id": "625019da-e20d-4775-90b6-1c7d2ea111e7" }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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BwJIlS8S9lsa420bR3SYZMkyXC8rxj61xOJbacO/tse6uWPy0P2ytWnSYJqIW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\nFtnZ2Rg+fDgKCwsxc+ZMTJ8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} } ], "source": [ "plt.plot([1,2,4,3])\n", "fig = plt.gcf()" ], "id": "30b2cea9-4bf5-4a28-95c6-6cf518727197" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 다른그림을 그려보자." ], "id": "9a0ee69f-a573-4482-a76c-8f7a8d124ffe" }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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2KXfC38OpwXv+GSoA0M5ViUlDg/nwI5GVMOoilGJij8W8nbusxhvrUnA0p9TQ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\n4gAAAABJRU5ErkJggg==\n" } } ], "source": [ "plt.plot([1,2,4,3],'--o')" ], "id": "c33dccbb-863a-44bc-903a-676573fadec6" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 저장한 그림은 언제든지 꺼내볼 수 있음" ], "id": "ba58fc2a-d8a9-4687-b9d3-cd334a2d8a00" }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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BwJIlS8S9lsa420bR3SYZMkyXC8rxj61xOJbacO/tse6uWPy0P2ytWnSYJqIW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\n" } } ], "source": [ "fig" ], "id": "4082364a-5953-4140-9ba8-5173534407c6" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`#`\n", "\n", "`# 예비학습2` – fig 는 뭐야?" ], "id": "f6606d14-9081-411c-9281-747f2a8d3802" }, { "cell_type": "code", "execution_count": 88, "metadata": {}, "outputs": [], "source": [ "#fig??\n", "type(fig)" ], "id": "02f62085-eb43-407e-9b2e-1226e82eec9f" }, { "cell_type": "markdown", "metadata": {}, "source": [ "- `Figure`라는 클래스에서 찍힌 인스턴스\n", "\n", "`-` 여러가지 값, 기능이 저장되어 있겠음." ], "id": "6c8a22d0-255b-455c-8940-e5b14330c50a" }, { "cell_type": "code", "execution_count": 97, "metadata": {}, "outputs": [], "source": [ "fig.axes" ], "id": "32b02e8b-9845-43e2-a5a8-858b49b0faf1" }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "outputs": [], "source": [ "ax = fig.axes[0]" ], "id": "d220071a-f72c-4ddc-8051-e54037f39354" }, { "cell_type": "code", "execution_count": 107, "metadata": {}, "outputs": [], "source": [ "yaxis= ax.yaxis\n", "xaxis= ax.xaxis" ], "id": "8741d770-cd67-42ae-baac-892f194c41b5" }, { "cell_type": "code", "execution_count": 120, "metadata": {}, "outputs": [], "source": [ "lines = ax.get_lines()\n", "line = lines[0]" ], "id": "b3772880-089f-4faa-9c2f-2f015341d2ab" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 계층구조: Figure $\\supset$ \\[Axes,…\\] $\\supset$ YAxis, XAxis,\n", "\\[Line2D,…\\]" ], "id": "bee43f37-e692-4a37-91c6-a4b4b43a08ad" }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [], "source": [ "type(fig)" ], "id": "f91db6a6-9c36-4955-9738-9d4037f76d11" }, { "cell_type": "markdown", "metadata": {}, "source": [ "**1. `.axes` 로 Axes 를 끄집어냄**" ], "id": "be919263-6c2d-491b-b634-255c716b1ad0" }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [], "source": [ "ax = fig.axes[0]\n", "type(ax)" ], "id": "aaa862c7-1eb0-4d31-b01b-c22d4f11a5ae" }, { "cell_type": "markdown", "metadata": {}, "source": [ "**2. `.xaxis`, `.yaxis` 로 Axis 를 끄집어냄**" ], "id": "6ef5aff1-9eb8-4237-911e-0c4cdcc88bb8" }, { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [], "source": [ "yaxis = ax.yaxis\n", "xaxis = ax.xaxis\n", "type(yaxis), type(xaxis)" ], "id": "17c8bffc-2e95-425f-afd1-60e678d1680a" }, { "cell_type": "markdown", "metadata": {}, "source": [ "**3. `.get_lines()`로 Line2D를 끄집어냄**" ], "id": "7accf00e-dc2d-4e6b-86d6-e8d2a45ff3d8" }, { "cell_type": "code", "execution_count": 109, "metadata": {}, "outputs": [], "source": [ "lines = ax.get_lines()\n", "line=lines[0]\n", "type(line)" ], "id": "488be600-c19a-42d3-a6c1-58dd9eeb1a22" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` 오브젝트내용 확인 (그닥 필요 없음)" ], "id": "300e9930-3fa4-42ad-851b-89b899670aa4" }, { "cell_type": "code", "execution_count": 122, "metadata": {}, "outputs": [], "source": [ "line.properties()['data']" ], "id": "50f3f0dd-97eb-481f-badf-97a0e1fbd456" }, { "cell_type": "markdown", "metadata": {}, "source": [ "`-` matplotlib의 설명\n", "\n", "ref:\n", "\n", "\n", "![](https://matplotlib.org/stable/_images/sphx_glr_anatomy_001.png)\n", "\n", "# 7. HW\n", "\n", "**제출: `이름(학번).ipynb`, `이름(학번).html` 형태로 정리하여 2개의\n", "파일을 제출할 것 (작성방법 모르면 아래영상참고할것)** - 즉\n", "주피터노트북파일과 html파일을 모두 제출할 것\n", "\n", "\n", "\n", "- 영상1: 코랩으로 실습하는 경우\n", "- 영상2: local 아나콘다로 실습하는 경우\n", "\n", "`1`. 아래와 같은 그림을 그려라. (완전히 똑같지 않아도 정답으로 인정)" ], "id": "9497c5e9-505f-463a-b680-66ed7a624f8a" }, { "cell_type": "code", "execution_count": 216, "metadata": {}, "outputs": [], "source": [ "x = np.arange(-5,5,0.1)\n", "y1 = np.sin(x)\n", "y2 = np.sin(2*x) + 2\n", "y3 = np.sin(4*x) + 4 \n", "y4 = np.sin(8*x) + 6" ], "id": "6ccebc7c-b681-4f26-86fb-809b93010e53" }, { "cell_type": "code", "execution_count": 217, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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MJk2SpnL15koarCIv2l8EQ4HBatxm/rZ8nHvS8SJOJce4b9CnrY/F94NHBqPJnU1g1Dhm\ncXr4e6DZk83g38Pyg0IZqITuig6a444pqsI9hQBQI2LFjH8ff3i39LboXxWCwkuBFi+2QPDQYIvv\n+8U5FxWgz9Xj1F2nkPObdYsycUQiMr/KdGh8gD/s1F2t34T6fL1TG8Klx0vh28kXCk/Lt2Hn3zsj\nbnecw+Mr/ZQIGh4E346WHxQB/QJgLDWi/IJjD4u8LXm4+NJFwMoU947xrsx/cARDkQF+cX5WLXL/\n3vzecDQMseRwCY71P4aiA5ZdrIYiAw61P4TMxY7NIX2hHhUZFbIidxQigua4Bupu1r9A7WktMr/M\nhD7HMYuz9Fgp/Hr4WbXqwyaEIXZlrMNZpEX7i1CeZv0GMyfwOBpCVnKkBJ5RnvBuUdP/C/AHUf9L\n/eHX1bI1Z4vyK+W1Zp96t/KGMlCJ0gTHFLnZ5WDtJmEKBr+ujm946guu34RdrM+hi69cxPHhlld9\nQig9XloZHWEJj0APp1aNYePDELc9zuqGoG8sV/CaZMe+o+KDxfBu5Q3PCE+L75v0Jlx44YLDYZRB\ntwShd0Jvq3PUvycPM3VUkWuTeSSMtb0mZYAShkKDw8lx2tN8fPP37EoapCKvyKqA/pq+RuhhVSon\n8WnHJrF3a2+E3G67eJWjlfiSJidxa8fa9Zt7w7Opp8PhUeVXymvdLHU2Ay31nVQc7Xm01vH94vwc\ntsjNN0lt1o66qxqlJ0odUrTmiKPaFLm6sxqGAgMqsuxf2hvLjPBq7lUjbK8qukwdzjx6xqHIDyKy\nOfd8O/rCu5U3SOfYg8hSIlBVFCoFclbl4Noa8coNVMUjwAO+HXxRds6xDFXNaQ2UAUp4Rlp+EDk7\nR826RbbIHaT0OP/ia1PkZiVmVgj2Ers8FjGvxtR6zOFOh3F+7nm7x9Zl6FCRWVHrRifAH0Zmq8Je\n4nbGofOazrUek7YwDUf7WVfGtaFN1tq0RELHh8K/r2XXkS00SRp4BHlYvQkBngVryDeg4qr9irbs\nAlcOtblWzErekTBTpY8SvQ72qqxtYwmFlwJZ32eh+F/7NwzLzpVhr/9e5K6zXhLXw98D/S/2rxGH\nLwRdlg4VGRU2/37qrmqHjCUiwsHWB3H5g9p71PQ82BMdlzkWD69N1kIdq67VaPGL46s6k95+gyxo\naBDaf93eYlSV2DRIRa70VaLJHU1qvQk9Iz2hDFQ6FBUgtPC8Klzl0LLVnJFo9iNbI2xSmKBVgSUY\nY4LcPiWHS6C7ap+fnIigPa2FulPtlkjzp5uj3f/a2TW2GU2SBr6xvrXfhNfdQpbC+2wR+VAkBhcO\nthj2ZkaMEMTaUDVRQRWhckgRlhwrAVUQfFpZ3sNxlvLUcjAVq3XFAvBktrKzZXY3a9Dn6lF+qRwK\nn9pVlEegh8OrR81pjU1jwy/OD1RB0J6x32DybeuLqMeinHKPCaVBKvKgW4LQdWPXaqn5N8MY96E6\nEuN54YULOBx72OaS3beTL7SntXYv7St9azbir6Mfj0ard1rZNTbA49OTH0yu1QcP3Mhus1dRVWRX\nwFBoEOQbJBPZjBqwRIfvOqDdotofAv69/RG3Ow6Bgy1H5tjClpLwDPeEKkwFbZL9N/m5J87h5N0n\nbR6njlU7tGosOVoC5sVs/g0yl2byyo52ztHA/oEYohliNaLEjG8nX5jKTSi/bN+GaqX/2oYxUJ5e\njtPTTtvdEIWIELsqFtHzag9BDugXgKaPNrW6IV0b19Zfs3mPiUWDVORCFUPc7jjEroi1e/ySYyVQ\nBihtWgLqTtyHau+GqjZZC48mHvAMs+42MGMsN9odGVN8sBjZy7JtTk6zErDXfVPpv7aRsEQmwoGm\nB5D6Zqpd4wPc2rEW0WNGqVYi6JYgi5mTtcpFhNPTT+PaBtu+3Y4/dET0U/bnIxQdsJyDcDO+nXyh\nOa2xW9Fqjmug7qKGQlX735hMBM1JjUPRSQqVwmZmpW9HX6jCVajIts+9ZV7J2jJmlD5K5KzKQckh\n+/aKGGMIHhoM/7ja55BPGx90/LYjfDvYt2GpL9Tj1PhTTsfpC6XBKXKTzoR9Qftw5ZMrNo91dMmj\nTdLaXFICNyahve6VmNdi0GVtF5vHVeRUYK96r93ZbZpkDTyCPaAKrz1rzTPCEx5BHnZbhOouanRa\n0alaMTFLMAWDVwsvuzeTtGe1yPgyQ1D1xKIDRcj40r5uNRWZFcj5JUeQcmsyrgn8utgX2WOqMEF7\nWlvrHo4Zv25+8Iywvy6NJllY/LLZ4rX3YX3hhQtI+yzN5nGBgwIxKHsQAgfYtyrSJmuhUCvg1bz2\nhCtVE5VDLsyShBLkrhFWzppMZLd7UchmvJg0OEWuOa0B6UnQBoP2rBbHRx+3qzVYRS6PiBGSHu/X\n3Q/Nn29uNTzLGt4x3ggaEmTzOFWYCkp/pf0Wc7IWvp1q9y8D3GoJnx4On/b2+Vk9wz0RMT2iVteW\nGXUX+zfDCrYV4PyT52Eqs30TXttwDSnPpNi1WWXeo6htj8VMRW4Fsldm21UcSntGC9KTIEUe9VgU\n+p3tJ+i7NEMmQvTcaITda7uWjaMhiNkrsgXtPTjqv/bv6Y+oOVGCzje7MO0h++dsJN+XLMiYO//k\necR3j7drfLM70h2hh4BIipwxFsQYW80YO8MYS2aMDRBjXEcwFxkSchMqfBUo2FpgV5yoWWkKqR/i\nGeGJNp+0sennq4q+UI/0Rekov2Lbt8YYg7qT2mFFLoT2X7ZH82ea2zV+3pY8lJ4SZmWrY9WoyKyw\nK4NUk6SBMlBZo/SrJfy6+YH0BO1Z4d9RZeihAGtKe0aL5BnJdhkD5tj22vIcnIEpGGJejkHoHZaz\ngqviGeYJjyYeds0hQxGPBBI6r1PfTkXyg8mCxweApg82RdtP2wo61nwP2ON+0iZr4dvRV5Ai92nn\nY3eBNE2SBgpfRY3KqK5CLIv8fwD+IqKOALoDsO+vJiKaJA2YJ7OacVkVr2Ze3KK142muaqJC1BNR\ngqwpgPvrtSl2KJETGqTMSxF8Y/l2tC8E0ag1QhWqqjUR5WbISHZFHZx5+AzSP0sXdKwjfnjNae42\nEGKtmR/o9lQR1JzUwDPSU1CjaEciV1QRKoRODK3WyKA2Tk87jYuvWs8puBldlg66LJ1gxRY+NbxG\nhc3aMEdwCDUGdFd1yNuYJ1gek8FkV4lmvx5+8IrxgrFE+F6RkIgVM46EKmuTroc2uiFiBRBBkTPG\nAgHcAuA7ACCiCiIqdHZcR9EkaeDb0VdQeUvG+K6+PUt7dWc12n/ZvkaNbWuce/wcEm9NFDy+PRa/\n+biKLOEWrdJXib6n+wquj1y4uxB71Hsq607bQp+vhz5bL/gm8e/pj5g3YuxyP5lvEiH4dvAF82B2\nKVqmZAgYIKxDjypEBc9IT7tiyUNGhqDLH10ER0Lo0nW8JZ9A0hek42DLg4Ifvu0XtUeL51sIHl/o\nRqQZezf9SxNKsS9wH/L+FNZhKGp2FPok9qnWGKI2DKUG6K7oBK8oHEke7PBtB7T/RpwuW0IQowtx\nKwC5AH5gjHUHcBTAU0RU7VMzxmYDmA0ALVoInzT2Ej4t3K5MNXWsGvl/CS8VWp5eDs+mnoLrIPt2\n8kX2smwYigzwCLT9dWuS+ZJMaFW9kNtDwDxc99T3au4F0hE0yZrKsgC1ITRsrHL8KC+0elt4CKU+\nTw/9NT18OwtTIgpPBXza+djlWun4vX0JJurOartCEA0lBrtKN/jG+iJ3dS6ISNAqRJOsgW97YcaM\nGbPSF9IZigwE7zbe8G4lzG1grvWiSdYIemCb55B3G9e4JSpXFAKNDa9mXlD62bdy947xdptbBRDH\nteIBoCeAxUTUA4AGwEs3H0RES4moNxH1DgtzrqFAbTS9rykiH63ZCMAaAf0D4NvRV1AoGAAc638M\nZx89K3h8s+UodDPJHt8dcH1D9dnmUAUJ2wxLfS8VJ++0Hb9sxjvGGwofhWDXR6W1Zscmj75AL9ja\nUTVRYXDxYEQ+IvxvHLcrDp1/qz2L1RnMG7ZCLGBjmZFHVX1sO6qqcvxYnqGqzxVm0QrJqq1K4b5C\n7PXbK7g+f9TMKPRP6W+XMWOWSwjaZC2YB4NPG+HunpN3nsTF14S5n/x7+KNfSj8Ej7Bc0O1mGGNo\n82kbhN5je88B4J2r0hamidJ0RChiKPJ0AOlEdOj676vBFbvb0efroT2ntcufGzU7CnE74qDwsv1V\nGIoNqMiosKtRgt2T+IzwjUgz5ZfLBVucxfuL7UpSYEoG3w7C/fDa01oofOzb5Dk/7zxOjDkh+HgP\nfw/By2iAR9EIfTBe23QNR/scRVmq8PodzZ9vjn7n+gm6m7RntYAJdqVt27O0N5YZUX6p3K4Ndu/m\n3jCVmxwu92ALr+ZeCBgUAKVaWCVETbIGPu18bMbAV6Uit0JwKQOm5A8Je+ZQ1GNRVit53kzhjkJc\neOaCw5VPHcFpRU5EWQDSGGPmCuwjAJx2dlxHuLb+Gg53OFxZJ8MehGzE2Os2AHiVP+bJBN8kfZL6\noO0CYbv1Zk7eeRIpz6XYPhDX44vt7CxkTkoRQsxrMYjbE2fXJo86Vg3dFR0MJbY3uDK+zMDlD2uv\nv3Ez2hQtzs4+K6g2eemxUpQcLRGUjGXGK9oLXtFegtwejlTEU3dWI2h4kKDvVHtWy/u82jG+V3Mv\nKHwVglaNJp0Jh2MPI3tltuDxGWPoua8nmj7QVNDx9kRVmVF3Ep4Bm/FVhl3yA9yvXrivUJByLj1e\nCmWAst65VgBgHoAVjLETAOIA/Fekce1Ce1oL5mXfkgwAEoYk4MKztjt+m5WZPTeJwkOBDt90QPhU\nYYWJPPw87I479+3kK6gWhFFjhO6yzu6bJGxyGKJmRQl62KlCVAjoLWyj0Exl5IqAz5D1cxYKttrX\neYkMhKvfXEXJYdthppqTGni39hZsPZpJ+yzNYtu/GuMnacA8mOCIFYDvI8Rtj7NaO77asc280PGn\njoL2M8wwBRMc/aQ9p+XHObAtIzRqpfnzze1ynQH2bfqnf57OOzPZQdGeIiQOSRSUvFZ6gpcndraC\nqD2IosiJKPG6/7sbEY0nIueaVTqIOWJFyIbNzRQfsb0s0ybzB4XQTR4zTR9oarWTUFUKdhbgwn8u\nCLJMq+LbyRfll8phLK/dWtCesy8ixkzY+DDEvBpjc2IaSg1IfTfV7uQSoeFdZOTp5Oru9q0ofNr6\ngHkyQZElmlMah2qwZy7JRPZy21aeJum628CB2h1CshA9Qz3R9IGmgqOqzAhNqrE3qspM1k9Z2N9k\nv6C5HTUrCk3GNbF5XFWEhrEaNUaUXSwTvFl+8/i2VqZkImhO2D9HnaVBZXY62lbJr4cfNMc1Ntuy\nhU4MRbsv2tnduVufr8e19dds9qcs+LsA6Z+lQ+Ft3/jqTmrABNt1mU1A8KhguxUVEaEiuwIVObVv\n3pQmlCL1jVS725N5t+buJ1s3SdmFMpi0JsEx/GYUHgr4dvC1GYJoLDdCe15Y+YWb8evmJyhWPWJa\nBJo/Z1+CFQBc+fgK9ofut7n/U7CrQHAyVlXCJoUhcnakTavZbI3bW3tEGaCEocBgc9Wly9AJ3jiu\nil9XP4SMsx3BVXqiFDBZb9FoDe8W3lD4Kmw+7HQZOhg1RrvyNMSgwShyQ8n12FAHOsv7xfnBWMqf\n1LUR2D8QUbOi7B6/aF8RTo0/ZbMbjvaMFj5t7dvkAW6Ed9myRvx7+aP7393tvglJTzgQfQDp/1d7\nko+5j6m1HpHWUHgo0OnnTjZ9qELqzFtD3UVtW5EXGxE2IcyhaonqrmqUXSiDobR2izN8SrhdUVVm\nPJt6wlhkrFxVWeP8E+dx6bVLdo8fNj4MLV9vaXPVpUnWwLulN5Q+9rmehG76X/3+Ko50PgJTuX31\nv71jvNFtUzcE9KndrVfZx9RGHaCbYQoGdaztchLezb0xpGQIImY41/jbXhqMImceDJ3XdBYcIlSV\nyv6RtShak86Egu0FDjUjFtpbUJOssXvJCgA+HXwQ+2us1UbKZhwpjg9cj8Vu62PzJiw5WgLPSE94\nNbW/s3z45HCbqylDoQEeTTwcql+h7sorAdYWZuoZ7onOv3d2qMa7upsaINQaT24Os3Sk2bFfDwFz\nVG9C2fkyh4wZgMfo2yoNoe6kRuhE++8xnzY+YB62N/1LE0rh09bH7j0KM7bmuC5NB1WEqtY689bw\njRXmflL6Kh2W31EajCJX+igRNiEM6o72T2J1ZzXCZ4TDs6n1TUZNsgbHRx5HwT/2u/+9orzgGelZ\nqyI3VZhQllLmkCJXeisRPjkcXpHWJycR4WCrg7j4ivBU76oIqelScrQE/r0c6/ijy9Ih57ecWv38\nUbOiMCh3kEMNfVu81AL9zverNczU0bZ8AHetMA9Wa93t/C35ONL5iGNNCjr6gnmxWhV5WUoZyEAO\nzSEAiO8RX2t7QQBo+WZLwTVQqqJQ8cSs2ixaIkLxwWL493NsDp178hyOxB6p9Zg2H7VB/9T+Dm1E\nNn+2OWJ/rb3sdep7qUhbYLsqpNg0GEVetL8IhXsLHTpX4aVA7PLYWisOCm32YA3/3v61KnJdpo73\nIHRw/LILZchckmnVx6m7wltzOWKJANc7vZwvs2rxmCpM0KXp7HarmCnaW4TTU07bVHKORgIIOe/U\nhFNIHJno0PjerbwxpHQIwidbj07SJGkAJeyKWDGjUCmg7qKutUerrWbCtvDv7Y+SI7UYGzqTQ6sJ\nM00falprIwpdug4VV223OLSGZ5gnyi6U2dyLcsQQALhLL3Bg7averB+zBJezEJMGo8gvv3cZKfOF\nxVJbgoigy7Rec1ibrOU3YTsHFXkff2jPaK3u2vu09MGgvEGImOaYby3/n3ycm3MO5amWLULz5Kqt\nWW5t+HbyBRkIZSmW9xEUngoMLhiMFi84Vn7BVuSKPl+P+J7xyNssrP6GJZImJ9XaA1JzSlgKuSUY\nYzaTyrSntfBt5+tQxAoARM2JQtg91rOiK8NjOzo+R8tSyqAvsOw+zFmVg/0h++3u9mOmxYstaq2k\nWXzo+hx1UJH7dvLl7i0ryXGlJ0pxYtwJhxuum/Qm5PyaY7VaqqHUgPIL5S6ralkbDUaRa05r7A4p\nqkrGlxn4N/pfq51MNKc1fCNSQAaoJSIfiUTf5L61+s4YYw6FTgKotBSspVkXHyyGwlvh8CQLuiUI\nHb7rUGuzY6ZkDvsGfdr5AErr4V2lJ0pRmlDq8PcD8FVL4a5Ci+8Ziq5vlgsof2yNnN9ycHL8Saur\nIk2Sc3M0amYUoh+33o0oak4U4vbEOfw38O9T+15O4Z5CME9ms9lDbRhKDNBlWTaYgkcEo8v6Lg5t\nZgM3Kl2WHrXsfio+WIz8zfk2+4BagykYzjx0xmoykbk8saPyO0ODUOTORKyYMZ9rjoy4mdLEUqfG\n94r24pX4rGTnHb/tODK+tq+TTVXUndVQBihRfMDysq74YDH8e/vbHRFjxjvGG5GPRFqt6ZL6Xqpd\npVZvRuGpgG8765tJ5kQMZ+Jz1Z3VVmPJzREtjoQemqnIqUDe+jxUXK1pDBjLjSi74PhGJHB91Zih\ns2pseIZ6CmpIYo3KTXkr7pWiPUUIHBzocGlWIsKh1oeQ+kaqxfdVwSqE3hXqsLHk29EXqggVCrZb\n3scqOVYCjyAPh7vaM+X1xCkrc9QcfiorcgcRo61SZeSKlcytrhu6Iua1GIfHB4CcX3OQuTSzxuvl\naeUo+KfArqqNN8OUDAH9A1B0wLJFHvFgBKIetz90sirl6eW4+v1VixZn7q+5NsMrbaHuqkZJfInF\n8TXHNVCFqxyKiKkcv4v1JhZmBe9IMpAZc+ywpc45TMHQZX0XhE8TluFrCZPWhH+b/4vMJTXnUFlq\nGVLfTrW7JVlVVEEqdPqlE8Kn1JRRl6lDWUqZoOxSazDG4N/X3+Kq0WQw4cqnV6A973i9F8YYWr7e\nEqHjLUfVlB4rhV9P5zIufWN9UXqi1OIcNZYZ4d3GG14tHJ+jjtIgFHmlb9CJZasqRFVr/0h1Z7Xd\nSQQ3k/N7Dq58VLPqXeHuQgCw2ZHcFoEDA6FN0lqsBxE9JxoR052LbS3YWoCzj56tEb1i1BqhOa1x\nOGLFTKt3W6HnoZ4Wb7TS46VOWzrmB72lEEF1FzWaPdvMqZuwtiYWCk8FQu8ItatOz80o1Ur4tPOx\n+MDM25SH1LdSBbW/q42IqREWS1wU7eXK11aIqy0CBwVCe1pbo9+q5pQGF1+4WOtmqxCi50Zb3HA2\n6U0oPVHq9D0cNDQIFRkVFv/GzZ9ujv4pjkXEOEuDUORNH2iK7ju7w6e1fTVWbsYvzs/iTZK2IA35\nW4XXLLeGf29/lF8srzGJC3cVwiPYwyn/LABEPxmNQdcG1fCRalO0dlU8tEbQ8CAAqLF0NWfLORqx\nYsa3g6/VEEp1NzVCRtsf311tjK5q7l7yrTntAwcGou2Ctk7dhKpgFbyaeVX6SquSuTQTJYnOKSmA\nx5NbilzJ/ysfPu18nL4HKnIrkLUsq0YPUnVXNWLeiKlcuTqKuQbMzSvHkkP8Mzm60VmVsgtlNVZF\n+jw9AvoFCG4YYo3Qu0MBBqt7LVLRIBQ5UzIEDw12uq1S9NxoxLxR3X1i1Bpx8dWLdjWfsIY568yc\nXWamaHcRAoc47ns0o2qisti8IvX1VCQMSnBqbADwaeUD71beKNxRWO118+aSs9YOwJsln3vyXI3X\nO/3YCc2ftT+1vSreLbzR60gv+PeoLqdJZ0Lh3kK7ej5aI2hEEJT+1R+k+jw9zs89j5xfcpwe37+H\nP3SXddUiS4zlRhTuLHT6QQfwMg9nHjxTw/2hjlWj1dut7C5PcTP+ffzBPBiK9lUfv/hQMVShKni3\ndr5i4IlxJ3Dx5er7NV5NvdBjdw+ETXSuF4JnuCf6p/ZHs6eqd9gqu1SGI12PoGCnJGWm6pciLzla\ngmMDjkGXccMPmL0qGynPpghuDFEbIbeF1Aj/K9xZCNIRQsY6f5OY04KrRgWY9CYEDg5E6AT7s+Us\nkflNZo1Nx+KDxaJYOgC3ygt3FVavhcG4Ne5MNIMZ7VktMr/MrBbi5kzssiUMRYZqdWOyf8lG4i2J\nVjeK7aHTj53Q/qvqLb5y1+SCDCS4AmZtVGZ4VnEBFu0rgklrcigj1eL4SlRrJm0oMqBge4HN+Gwh\nKH2V6LisI5o+WL0cQ/HhYvj39RfFLRE8MhiFuwurJXiJ8ZA2492i5sOmNLEUmlMat2d0mqlXityj\niQdK4kuqdVfJ/CoT+X/lg3k6PwHIRCiOL65WdChvcx4UvgqnNnnMqIJV8GnnA92VGw8ihUqBjj90\nRORD9tffsETpsVJkLMqoVLQV2RUoTy13OH78ZoJHBMNQaKgWJhj9RDR6x/cW5SYMvZs/0K5tvFFm\nNHlGMg62PmizqJkQjGVGHGx5EJff5/HkRIT0z9Oh7qpGwEBxviMiqtZwO2dVDnza+TjtlgAA/77+\n6Phzx2ob++WXyuER7OH0HgvAFa26i7qar7pwVyGOjzxeYyXpKBHTIqrtFRi1RpSllIlmbASPDIZJ\nY6qMSweA48OP48zMM6KMb6ow4fSM08hYfCPKLOuHLCj9lE5FPTlDvVLkPi19EPFABK4uvQrdVR3K\nr5SjaG8RImZEiLPBwIDk+5JxYvQJVORWgIiQvzkfwSODHQ6JupneJ3qj/eIbFlvFtQpRrYWAgQEw\nFhsrFW1lkoVIijz0rlAMzBlYGd1h1BpFUbBmfNv7wrejL/LW88Sf/K35yP0tFxH3RYjSkVzpo0Tw\nbcHIXp7NXSo7C6E5oUGzp5uJtkl15cMriO8aD10mDxUs3FWI8KnhooyvClKh6X1N4RnuWfm9R82K\nwsCcgaJZgwF9AqpFDxXuKQTzYjYLUgnFUGpAzq85lQ1glL5KDC4YXMNd4ShBQ4MABVCwjbs5KrIr\nUHy4GEo/cb4fhSevgmguW5z3Zx7yNuYh5o0YKH3rsUXOGEtljJ1kjCUyxuLFGNMaMa/EwKQ3Ie3T\nNOSs4j5HZ0K6qsIYQ+zKWOiv6ZF8fzLvkciAJmPtq41cG0pvJchEyPgqA0atEQmDE5A8I1m08c2b\nSWY3QfHBYjAPZne1N2so1crK7jnl6eVIGJSAQ20PoeyS/V2ZrNHkriYo3FUIXaYO5+acg08HH7R4\nRbyG3ZGPRMKQb8C1DdeQ/nk6VGEqhE8XZw4BvMIhGQiX37uM0hOlUKqVFkP6nCF9UTpO3nWycuXl\nrO+6Kv59/KHwUcBYzF0pRXuKENAvQDRjxqQx4fTU08hdmwt9nh75W/Oh9FEKak4uBFWQCv59/FHw\nTwF0GTokDk0ECKJWJAydEIrif4uhy9Ah5ZkU+Hb0Fe1B5AjifHOcYURkX9sNB/Bp44OI+yKQuTgT\nHoEeCOgf4PROfVX8e/qj7cK2OP/4eVz99ir6XegHiOuiRdHeIpyfex5XPrwCXZrOobKm1vBu5Q1V\nmArn5pxD1GNRiHoiCoGDA+0uO1obBTsLkL4wHSXxJTCWGNH5987waSXe3yB0fCgKdxbi7MyzKE8t\n59mKDtbHsETwyGB4NfdC+sJ0lF0oQ9TjUaKO79PaB5GzInH1m6to/nxzbi2LOD7A6wPl/5mP+Lh4\nME+G7n93h6qJsAbctgibHAavFl7wCPRARU4FSuJLnM6hqIpnhCe823gj9Y1UXHyB7+cMyBhgdzOM\n2ujwTQeYdCYk3JoAfbYe3bbaLnFrD6ETQpH6ZiryNuWh408dAYLDpRfEoF65VszEvBqD1h+3RtDQ\nIETOdF4J3uzZiHosCuFTw5H2aRrKUsqcSgu3RNCtQYjbHVdpgQSPFNbUVQiMMbT5rA2aPc2tA+9m\n3qKuKABetztvQx6YkqHH/h6ibLJVJXBAIHrs7wF9nh6RsyOdyla0BFMyNH2oKYr/LUbPgz3R/Hnn\nomGIgIqbki1jXosBGJD6dqroShzg7pToedHQnNJAn6OHR4h4NpkqSIUmo/mcMbsnxNjsr0rzZ5sj\naFgQWr3fCnF74qAKFechZMavqx+8or2gaqJC923dRZ9D6i5qeLfyRu7aXAQOCLRZTMvlEJHTPwAu\nATgG4CiA2baO79WrF0mNyUS0bx/Rww8TRUYSpadXf19frKcTd5yg/J35LpPBWGGk0tOlDp1rMhF9\n9RX/MaPViiSYDYwVRkpflE7lmeWijKfTEb39NtGZMzddR28kQ6lBlGvcTPnVcoe/+6qcO0fUvTtR\nSAjR2rXV30uakUQ7sZP0RXqnr2MJo95ISVOT6PKHlx06v6yM6JdfiF5+mejOO4luv50oNbXmcfpi\n18gvBvv3Ew0YQDRhAtH77xPpbxLVZDK57NopL6TQibtOuGx8SwCIJ0s62NKL9v4AiL7+bziA4wBu\nsXDMbADxAOJbtGjhpo9tmexsom7d+Kf38yNasODGezdPhLrKokVc/ilT+O979hA1bUp07Ji0cgnl\n8mWiF18kMhqJ9u4lUihufB4X3nuiU1pKNHAgV+YA0RNP3HigGnVGKj5WLKl8tbFkCZfZw4Ooc2ei\ngACiDh24gq8PHD1KFBhIFB1N1K4dN8jcOXeMFUbSZevcd0FysSKn6gr7LQDP13aM1Bb5jBlEKhXR\nt98SlZTceP3LL4kGDSLKy5NONiHs2cNvvjvu4IqQiCgri6hZM6IWLfiDqi5z6hS/+QIDic6e5a9l\nZhI99xyfkT/+KKl4NqmoIJo3j+jChRuvlZffkL9XLyKDaxYSohMfz1dERNy6revfvZnycqLmzfl8\nv3x9QWJ+AGVmEiUlSSebK3GZIgegBuBf5f8HAIyu7RwpFbleTzR9OtHrr9d87/ffiTw9ie6/3/1y\nCSU9nSg8nKh9e6LCwurvxccTeXsTDRly4+asa+h0RDEx3Ho6frz6e0Yjf5CGhNTth9HChfzO2bCh\n5ntbthAlJLhdJLtISSFKTKz9mCNH6u4cMrNzJ3dtVcVkIoqL4ysLjUYSsVyKKxV56+vulOMAkgC8\nauscqS1yIutLsOee48t8s6VY1/jhB74EtmZxrFjB/6rPP+9WsQSzdCmXb8sWy++fPs1XGmlp7pVL\nKDk5fCVx2222l/F10UVUUUHUpw93w1lzoVy+TOTlxVesdRFbc2PbthturoaG21wrQn6kUuTffEN0\n8mTtx2RlEfn4ED3wgHtkcoScnNrfnzmT/9Q1TCaiTp2I+vatm0pOCI89RqRU8geONfR67r579133\nySWUjz7id/1vv1k/xmQi6tmTW7Vm111dITubrzo/+aT24559ln/OHTvcI5e7aPSK/Px57ld+9FHb\nxz73HJ8s1665Xi57uHkZaY26rCQzM20/TIm4VTh7dt3yNSckEDFG9NRTto+95x6+kW7roetO9Hq+\njzJihO1jV63i2uHmSBypefVV/je4OcLpZsrK+Kpj3Dj3yOUuGr0if+EFrsgzM20fm5trOQxLSk6d\n4n+tH34Qfs7Jk3wpXRcwmex7wPz6a+0uGCnIy+Muq3wBEanJydxF9/TTrpdLKGvXClfOej1Rq1ZE\n/fvXHcOguJgoKIho4kRhx7/3Hl9Z17VVhTM0akWu0xGFhfFYU3upK4pw9my+SsjNFXb8/v38r/vL\nL66VSyg//sg3YYXKX15OFBoq/Katizz6KN88rysbt19/TdS1q/AQ2y+/5NFd58+7Vi6hLFjA5/Sh\nQ1JL4hj79xO9+SZRUZHjYzRqRf777/yTbt4s/ByTiejuu4nmzHGZWILJy+N+e3v83kYjj62tC/5o\nk4moY0cea22PLM8/z1dRV6+6TDTB/PEH0fr19p1jXkUtXOgamRzBnu9fq607m84mE491HzrU/nOP\nH+eGgdTcfz/fKHcmTt+aIq+XKfr2UlgI9OgB3Hab8HMYA/z8gF9/rZl+7W6++QYoKwPmzxd+jkIB\nPPUUcPgwcPCg62QTwpEjwJkzXH57CgDOnAkYDMCPP7pMNEEQAf/5D7BggX3nde4MfPUVcPfdrpHL\nHi5c4J/Dnu/fxwdodr0OFIlX4NIhGAMOHAC+/da+8/79F+jeHfjjD9fIJZTSUi7D5MmAt/O9M2rQ\nKBT5zJnA0aOA0s6SFzNmAAUFwJYtrpFLCETA8uXA8OFA1672nfvgg0BQEPC//7lENMGsWAF4eQH3\n3GPfeR061A0luH8/kJICPPKI/ec+/jjQsqXoItmFRgP06gU895z95xoMfO698Yb4ctlLQADQpo19\n5/Trx89ZvNg1MtnD++8Dc+a4aHBLZrqrf9zpWrl0yfHNDr2e+9bvvVdUkeymuLh6FqE9PPkkUXCw\ndMkdej1RRASP4qivPPIIj0ApdbA0y7p1RD//LK5M9vDtt9zFs3evY+ePGkXUpo10LrqcHB77vnu3\nY+d/+in//CfcWxbFJaAxulYMBmDwYODRRx0738MDmDIF2LgRKHa+C5jD+PsDrVs7du5rrwGXLwOe\nnuLKJBSDgcvw5JOOj0EEJItXst0uSkuB337jS2K1g81fvvkGePllwOh8pzSHWLYM6NQJGDTIsfOn\nTuWumaNHxZVLKKtXc/dcUJBj5z/0EJ//P/wgplTCycjg7kFNzZ7cotGgFfm2bfxLvOMOx8eYNQv4\n8EP7fItiodcDI0YAmzY5PkZEBH8QSIW3N1fiQ4c6PsY77wBxcUBRkc1DRefiRSAsDHj4YcfHuP9+\nID0d2LVLNLEEk5UF7N3LDRJH5/CECYBKBaxaJa5sQlm1CoiNtd+1aKZJE74/tnmzuHIJ5eef+fzJ\nynLdNRq0Il+9misxZxR5t25801AKZbhjB/8xOdnYYudOvjJx96qirIxvThUWOjfOqFF8w/nPP0UR\nyy66deP+cUetWQC46y7u3/35Z/HkEsratXxFM2mS42MEBwOjR/ONf2fnor2kp/MH0dSpzhlTX3zB\nrXp3Q8RXRIMG2e/ft4cGq8gNBmD9eq7EvZxsPFJaypdGrnyiWuK33/gDxJ5oG0t4efENu40bxZFL\nKBs38hWNs0vy/v2BqCj3Rx7odHxVpFA4p0R8fLhrZvVq1y6vLfHww8DWrTyCxhnmzQNefJF/H+7k\nt9+4Mpw61blxWraUxhg7epS7BR980LXXabCKfO9e4No1+yMlLJGezm+IX35xfiyh6PXcmrr7bufD\nlfr352Fkv/4qjmxCWbkSiIx0zq0CcEU6YQKPHnKnIly+nLum0tOdH2vGDP4wunTJ+bHswdvbeUMA\n4KuiefOcN4rspUMHYO5coF0758davZrPI3eGUq5ezffaxNBDtdFgFfmgQdwnNnq082N17Mjj0N2p\nCLdv56GPkyc7P5ZCAdx7L7fMnHVzCKWoiH//U6bYH/ZpiXvu4a6av/5yfiyhrFnD3QrR0c6Pdeut\nwNmzQJcuzo8llD/+AN56S7w8iMJC7iYwGMQZTwjjxgGLFokzVlERsG4dkJAgznhCOHeOGzIh4nbK\nq0GDVeSensCYMY5HGtzMxInAoUPA1avijGcLtRoYP14cawrgD4SKCmDDBnHGs8WWLXxV4YxvtipD\nhnBXzbhx4oxni6Iivlk+YYI4G92M8R+93n3RK19/zVeRKpHaYe7cyV0EO3eKM54tjh0DMjPFG2/8\neG5UrF4t3pi2WLOGu3hdTYNU5AkJPOQ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S4vJiWp20mhYcWEBPbXmK7l9zP313zPZO39ix\nXHZPT/7v55+7XlaxiI/nVu2N/kv8YSQVGcUZtPLESpr751x6bONj9Mq2V+hgmnU/m15PNHMml9vL\nq+YKVQqsKXLG33MOxpgSwFEAbQF8SUQ1qm8wxmYDmA0ALVq06HVZjG4AdZyiIp6G37kzz2CTiv/8\n8x98fOBjAECgVyCMZISvyhfZz2cDAD7Y+wGCvIMwq9cseChupAgajTfqyOTl8UqPfn5uF98piHjG\n5ODBwOzZ0qSBExE6ftkR5/LOAQDUKjWCfYIxotUI/Dj+RxAR3tj5Bh6KewhtQtpUO1en4zVMNm7k\n1Tal6D7jDElJvI6JhwefSwMHurf5iJmM4gw0+7wZAMDf0x/eHt7IL8vHorGLMKf3HKQVpWH16dV4\nKO4hBPsEV55HxLM9T50Cnn4aiItzv+xVYYwdJaKabcctaXdHfwAEAdgJoEttxzUGi1xqtl/cTulF\n6UREtDt1N/3v4P/oQv6FGseZTCYa+uNQwlugHl/3oGOZAuInZWxSpi+jz//9nPRGHmO65vQa2pO6\nh/K1+WS6viQwGHmM4ansU+Tzng95vONBszfMpmuaOhZTWE85lH6IPt3/aeXvi48spviM+Mrv3Wgy\nVv59vj7yNeEtUMQnEbTp7CZJ5BUC3BW1AuANAM/XdoysyF2HzqCjR9Y9QngLNG/zPEHnmEwmWp20\nmiI+iSDl20p66Z+XKie7jP0k5yZT98XdCW+BNp/bLOiczOJMevLPJ0n1jopaLmxJx7OOu1jKhovJ\nZKIFBxYQe4tR5KeRVFxebPskIjqScYS6ftWV8BZo1oZZVKJzU969HbhMkQMIAxB0/f8+APYCuKO2\nc2RF7hoKywppxE8jCG+BXvrnJdJWaO06P1+bT4+se4S83/OmE1knXCRlw2Z10mryfd+XQj8Odciy\nO5R+iKIWRFGnRZ3kh6kDVBgqaPaG2YS3QPf8eo9gJW6mXF9OL/79IrG3GD287mEXSek4rlTk3QAk\nADgB4BSAN2ydIyty8ckszqRui7uRxzse9FOilSBwgVzMv1j5f/PSU8Y2q5NWk/JtJQ34dgBlFDte\nRCezOJNOZp8UUbLGgcFooFHLRhHeAr2y7RUymhyPLNiTuocKywpFlE4crClyp8vYEtEJIupBRN2I\nqAsRvePsmDL2o1QooWRK/Dn9TzzQ3blOG62CefPQ7xO+x8DvBqKovEgMERs8MUExGNNuDLbetxVR\n/o73vYv0j0SX8C4wkQnzt8zH9wnfiyhlw0WpUGJmz5n4afxPeH/E+1Awx9XbkJghCPQORJm+DA+v\nfxiphaniCeoC6nU9chmgTF8GE5kQrg5H/Ox43NbmNtHGDleHIyErAff+fi/0Rr1o4zY00orSAAC9\no3pj47SN8PcSp92TwWTAubxzmLVxFlafXi3KmA0RE5mQcDUBADC582SnDZmqXCy4iHVn1mH4T8Nx\nTSthLzcbyIq8HmMwGTB59WRM+2MaX145YYFY4o72d2DpHUvxz8V/MHfzXLMrTaYKiVmJ6PhlRyw+\nslj0sT2Vnvhj8h8Y0GwApv8xHdsubhP9GvUdIsLTfz2Nvt/2xenc06KP3zm8M7betxVXS6/int/u\nQYXRwX6CLkZW5PWY+VvmY9O5TRjWchiYI+1ZBPBwj4fxyuBX8M2xb/DpgU9dco36So4mB3evuhsh\nPiGY0GmCS66h9lRj0/RN6BDaAVNWT6nzS3x389WRr/DF4S8wv+98dArt5JJr9I3ui+/v+h57Lu/B\nE38+UScNGlmR11OWHV+GxfGL8eLAFzGn9xyXXuvd4e9iapepINS9CSwVFcYKTPptEnI0OVg3ZR2a\n+rkuyyXIOwhrJq+Bl9LLJVZnfeVIxhE8s/UZjGs3Dp/c9onLjBkAmNZ1Gl4b8ho2nduEq6USN6m1\ngCiZnfbSu3dvio+Pd+hco8kIpcLBtvUNhOTcZPT+pjf6RPXB9ge2u+X7ICKX3ij1jflb5uOLw19g\nxcQVmN51uluuWW4oh7eHt1uuVdcpLC9E3NdxAIBjjx1DiI/rG/eayIRcTS4i/CJcfi1rWMvsrFcW\n+ZlrZ9Dt6244nHFYalEkJb8sH21D2mLlPSvd9lAzK/G/Uv7ClNVTYDQZ3XLdukrvqN54dcirblPi\nACqV+LfHvsXPx+3sNN3ACPAKwOxes/Hbvb+5RYkDgIIpEOEXAYPJgM/+/axORXPVK4u8sLwQ3b/u\nDi+lFxIeS4DaU+0C6eoHJjKJvrkphB8SfsAjGx7Bu8PexWu3vOb26zd2TGTCiGUjEJ8Zj+NzjqN1\ncGupRXI7eqMeKqVKsusnZiWi99LemNplKpZPXO7WazcIizzIOwjLxi9DSn4Knvv7OanFcTsbzm7A\nW7vegt6ol0SJA8BDcQ9hetfpeHPXmziQdkASGaSCiDBl9RRJ47oVTIGfxv8EBVPgoXUPNbqVUXJu\nMtp+0Rb7r+yXTIa4pnF4a+hbWHFyRZ1ZGdUrRQ4At7a8Fc8PfB5Lji7BpnObpBbHbeRp8zB742ys\nO7NO0k1HxhgWj1uM5gHN8fD6h1GmL5NMFnezOH4xfkv6DZoKjaRytAhsgf8b/X/Ye2UvPvv3M0ll\ncScGkwEPrHsAmgpNjSqR7ublwS9jSIsheGLzE7hSdEVSWYB6qMgB4N1h76J7RHd8c+wbqUVxG/O2\nzENeWR5+Gv8TPJUS1GKtQoBXAL676zucyzuHlSdXSiqLu7hUcAkv/PMCbm9zO57s+6TU4uCB7g9g\nQscJeG3na8gsyZRaHLfwwd4PEJ8Zj8XjFrs0SkgISoUSyyYsAxHh8T8fl1QWAPWrZ2dVskqyGk1R\nodVJqwlvgd7Z9Y7UolTj37R/K0uyNmRMJhONXDaS/P/rT1cKr0gtTiU5pTm05fwWqcVwCwlXE8jj\nHQ+atnqa1KJUY9XJVXQ4/bDbrgdX1VqRigi/CCgVSuRqcnE086jU4rgMnUGHeVvmoWdkT7w0+CWp\nxalG/2b9wRjDpYJLDdrFsu/KPmy7uA0fj/oYzQObSy1OJWHqMIxuOxoADwRoyPxy8hc08WmCRWMX\nSS1KNaZ0mYI+0X0AcNePVNSrqBVLDP1xKC4VXsKpx0+JVuOirpGYlQhPpSdiw2KlFqUGV0uuov2i\n9pjbZy4+HPmh1OK4jEPph9Anuo9km8y18cvJXzDnzzk4Ovso2oa0lVocl0BEuFp61aliZK7kmb+e\nwcXCi1g3ZZ1L8y0aRNSKJT4Y8QHSitLwyvZXpBZFdEp0JQD4LnldVOIAr9R3b+y9+PTApziRfUJq\ncUSFiJCSnwIA6NesX51U4gBwS8wtAIDHNj1WJ9PHneFy4WVcyL8AxlidVeIA0CygGTac3SBZcbO6\nOTPtYEDzAZjXdx4WHVmEf9P+lVoc0SjTl6Hn0p54Y+cbUotik09GfYJgn2DM3ji7QYXDrTuzDh0W\ndcDOSzulFqVWogOi8fHIj7Hj0g78kPiD1OKIBhFh1sZZGPT9IJQbyqUWp1ae6v8Uekb2xPy/5kvi\n5qr3ihwA3hv+HpoFNMNjmx5rMOVW39n9DlLyUzC81XCpRbFJE98m+Pz2z3Eo4xC+jv9aanFEoVhX\njHlb5qFreFcMbjFYanFsMqvXLAxpMQTP//08cjQ5UosjCstPLMc/F//BG7e+UedLE3goPLD0jqXI\n0eTg5W0vu/36TityxlhzxthOxthpxlgSY+wpMQSzB38vf3w59ku0b9IepRWl7r686JzIPoFPDnyC\nR+IewdCWQ6UWRxAzus7A7W1ux6XCS1KLIgqv7eBhfUvvXCppFqFQFEyBJXcsQYWxAnsu75FaHKfJ\n0+bh2b+fRf9m/V1eFE4sekX1wvy+87Hi5Aq3P0yd3uxkjEUCiCSiY4wxfwBHAYwnIqtl2sTc7Gxo\nmMiEQd8PwoX8C0iem4wmvk2kFkkwUqdOi8WRjCPo920/zO0zF1+M/UJqcewivyzfbbVHXMnMDTPx\n0/GfcGz2MXSN6Cq1OIIp0ZUgvywfMUExLhnfZZudRHSViI5d/38JgGQA0c6O6yhnrp3Bq9tfrbeb\nPsm5yUjKScKC2xbUKyUOoFKJH844XOf9yrVxMuckWgW3wvsj3pdaFLsxK/Edl3bUeb+yNYgIapUa\nLwx8oV4pcYB7B2KCYkBESM5Ndt+FLQWXO/oDoCWAKwACLLw3G0A8gPgWLVq4JlqeiBb+u5DwFmjV\nyVUuu4aryS7NrreJNiaTibot7kbNP2tOJboSqcVxmHJ9udQiOMyJrBOEt0Bv7HhDalGcor7eA0RE\n7+1+j7zf86YL+RdEHReuTghijPkB+APA00RUbOGBsZSIehNR77CwMLEuW4Mn+z6JXpG98NRfT6Gg\nrMBl13EFOy/tBBEhXB1eb2t/m2uxpBWn4a1db0ktjl1cLryMjWc3AgC8PLwklsZxukZ0xYyuM/DB\nvg/caxWKwHfHvsO+K/sAoN7eAwAvLqdSqNzWUUgURc4YU4Er8RVEtEaMMR1FqVBi6Z1LkavNxUvb\n6lYmZG38lfIXhi8b3iDCxwY2H4jZPWdj4cGFlU1x6zpEhLmb52LaH9OQq8mVWhyn+ez2z+Dn6YfZ\nm2bDRCapxRHEubxzmLt5Lr44XL/2JSwRHRCN94e/j60XtuLXpF9dfj0xolYYgO8AJBNRnSjF1jOy\nJ57u9zSWHltaL0qtllaUYs6mOegY2hEzus6QWhxR+HDkh2ji2wSzNs6SNHVZKH8k/4E/z/+Jd4a9\ngzC161aM7iJcHY4Fty3Aviv78N2x76QWxyZEhNkbZ8Pbwxv/G/0/qcURhSf6PIHeUb3x9F9Pu9w7\n4CHCGIMA3A/gJGMs8fprrxDRZhHGdpi3h72NQO9AdI/oLqUYgnhj5xu4XHQZex/eW6+X9FUJ9gnG\nV2O/wrm8c1KLYpPC8kLM3zIfPZr2wPx+86UWRzQeinsIG89trPMx2ADwfcL32H15N5besVTyyoZi\noVQosfSOpRj/63hcKLiA3j41gk1Eo97XWhGCVN10hHAk4wj6f9cfj/V6DF+N+0pqcRolj65/FD8d\n/wmHZh5Cr6heUovT6MjR5KDDog7oGt4Vux7aVWfvVUcRMyy3wdZascWpnFPourhrna0DotVr0S+6\nHz4Y8YHUoriMDWc34P6199fZkNBbW96Kd4a902CVOBFhSfwSbDi7QWpRLBLiE4LXb3kdS+9c2uCU\nOMDDciuMFVh4cKHLmpI0eIs8T5uH2K9i0SygGQ7NPAQPhRjeJHGhBt6hfvGRxXhi8xP4/q7v8XCP\nh6UWp9GhN+rR79t+yCjJwOknTtep/IS6vFoWk0Pph9D/u/54pv8z+Ox2x7cSG61F3sS3Cb4c+yWO\nXT2GTw98KrU4lSRcTcDrO15HhbGiQStxAHis92O4JeYWPL316TrRFsvMq9tfxZeHv5RaDJejUqrw\n4/gfkV+Wj/l/1Z09gBxNDrou7op/LvwjtSgup1+zfni89+P45+I/LknUavCKHAAmxU7CpNhJeHPX\nm0jKSZJaHOgMOjyw7gF8l/Bdg6gNYwsFU+CHu3+AiUx4eP3DdSIcbselHfhg3wc4c+2M1KK4hW4R\n3fD6La9j5cmVWHdmndTigIjwxJ9PICU/BdEBkiWCu5VPRn2C+FnxLtl8bhSKHAAWjVmEQK/AOhGj\n+uauN3Eq5xS+vevbBlEXQwitg1vj89s/x45LOyRvmp1flo8H1j6A9k3aN+hmGDfz8uCXEdc0Do//\n+Ti0eq2ksqw6tQp/JP+Bd4e9W2dr7YuN2lPtsqi0uucwdhERfhHY98g+tAmWtvv2viv78MmBTzCr\n5yyMbTdWUlnczaM9HkVMYAxGth4pmQzmeOUcTQ42TNsAtadaMlncjUqpws8TfkZaURp8Vb6SyXGx\n4CLm/DkH/Zv1x3MDnpNMjoZEo7HIAaB9k/ZQKpTILs2WpAmFwWTAQ+seQqugVlhw2wK3X19qGGMY\n1WYUGGM4c+2MJFZhfGY8/kj+A+8Nfw89I3u6/fpS0yW8C8a0GwMAyCrNkkSG5SeWQ8EU+OWeX6BU\nKCWRoaHR4KNWLHHbz7chMSsRx+ccR6R/pFuvfezqMSiZEt2b1v1EJVeRq8lFm/9rgwmdJuDHu390\n+2bvwfSD6BPVp1ErkbXJazF9zXTsfHAn+jfr79ZrExGuFF1xWanXhkyjjVqxxMLRC6HRazDxt4lu\nK/Vp3mTtGdmzUStxgHd/f27Ac1h2fBmWHF3ilmvml+VXNlzo36x/o1biADCs1TA09WuKqaunuq22\nzLaL23Dm2hkwxmQlLjKNUpHHhsXi5wk/42D6QczaOMvliSqbz29G18VdsfzEcpdepz7x+q2vY0zb\nMZi/ZT4OpR9y6bUMJgOmrJ6CMSvGNIiCWGIQ5B2E3yb9hmxNNsb/Ot7lBk1iViIm/DoBczbVj24/\n9Y1GqcgBYGKniXh32LtYfmK5S/tMHko/hHt/vxdxTeMwsdNEl12nvqFgCiyfuBzRAdG4e9XdSCtK\nc9m1Xvj7BWy7uA1fjPmiQRTEEos+0X3w84SfcSDtAB5a95DLDJorRVcwdsVYBHkHYcXEFS65RmOn\n0UStWOLVIa/CS+mFaV2nuWT85NxkjF05FpF+kdgyY4ukkQJ1kRCfEGyevhlLji5x2V7FR/s+wsJD\nCzGv7zw80uMRl1yjPjMpdhI+Hvmxy/YpCssLMXbFWGj1Wux7ZF+jiRl3N41ys9MSWr0Wu1J3iRYS\nqNVrEftlLMoN5dj/yH60CZE27LE+cLXkKlRKFUJ9Q0UZb+elnRi+bDimdZmGZROW1cnyDHWNSwWX\n0DKopWiK/Y2db+DDfR9i631bMazVMFHGbMzIm502+O/e/2LcynFYenSpKOP5qnzxwYgPsGXGFlmJ\nC8BoMmLUz6Mw/KfhSC1MFWXMoS2HYvmE5bISF8jFgovo/nV3zN8yX7Ts25cHv4zNMzbLStzFyIr8\nOq/d8hrGthuLxzY9htd3vA69Ue/QOOvPrMf6M+sBANO6TkOPyB5iitlgUSqU+Pz2z3Gl6Ar6fNMH\nu1J3OTSOpkKDxzc9jtO5p8EYw4xuM2QlLpCWQS0xu9dsLDqyCPetuc/hOP+knCSMWzkOReVF8FH5\nSJoA1lgQq9Xb94yxHMbYKTHGkwJvD2+snbIWD3Z/EO/tfQ8Dvx+IiwUXBZ9foivBy9texoRfJ+B/\nh/5XZ0u21mVGtRmFw7MOI9Q3FCOXjcSCAwtgNBkFn5+YlYheS3thydEl2J2624WSNkwUTIFPRn2C\nD0Z8gF9O/YJui7thx6Udgs+vMFbg4/0fo9+3/ZBwNQGZJZkulFamKmJZ5D8CGC3SWJLhqfTEj+N/\nxO/3/o5iXTF8PHwAAGX6MqvnGEwGLIlfgrZftMWH+z/Eg3EP4s/pfzb4ioauon2T9jg08xDGtR+H\n30//LqjE6enc03hs42Po920/FOuKse2BbXi8z+NukLbhwRjDS4Nfwo4HuAI3ry5tGSbbLm5D3Ndx\n+M+2/2Bk65E4POswOoV1crm8MhzRNjsZYy0BbCKiLraOFXWzkwjQ6QDv6xXF/v0X0OsBtRrw9wcC\nA4GwMEBh3zPLaDJCqVCCiNBjSQ+E+oZieKvhaOLTBCE+IegS3gWdwjohKScJXRZ3weAWg7HgtgXo\nG91XnM/VyCEiFJYXItgnGDmaHAz9cSi6RXRDn6g+aBPSBldLrmJsu7GICYrBx/s/xpu73sR9Xe/D\nf0f8t/GFGBIBJSVAVhbQujXg4QFcugRkZwNBQfynSRNAZV+XmjJ9GUxkgtpTjTXJa/DmrjdxT6d7\nEO0fDZVSBV+VLyZ3ngwAuHvV3TiRfQJfjPkCd7S/Q/zPKAPA+man2xQ5Y2w2gNkA0KJFi16XL192\n7ELr1wNHjwKJiUByMpCeDkyeDPz0E3/f1xcou8mCnjkT+OYbPuHfew/o1g3o2xeItB3ypjfq8dH+\nj/B9wve4VHjpxpA9ZuKbu76BiUz4K+UvjGk7RrbCXURiViLe3fMujmQcQVrxjXjz3+/9HZNiJ6FY\nVwy9UV+nGia4nG3bgG+/BU6eBFJTAe11f3ZODjdcXnsNeP/9G8crFEDLlvy+8fcHzp0DPD2BmBhA\nwLzdmrIV7+19D/uu7Kv2etozaWgW0AyXCi6hqV9T+Kh8RPuIMjWRXJFXxSmLPDYWOHsW6NgR6NIF\naNECGDAAmHg92WbHDq6wNRpupRQU8GNHjgQyM/nxxut+106dgNGjgYcfBrp2tXnpckM58svykafN\nQxPfJojyj3LsM8g4THZpNtKK0xDlH4UIdUTDT7UnAhISgDVruPL+7jugc2duuLz1Fp+3bdtyo6Rp\nU+Dee/nq9OJF4MwZoKgIKCzkcz89Hfj+e664p04Ffv0ViI4GxowB7rwTGDGCr2RrobC8EKUVpdAb\n9TCSES2DWsqbyW6k4SjyCxf4pPV1MLlGq+VWyb//Alu3Art3A8uX8xvg6lVu3fTvL8hKkZFxGbm5\nwIIFwG+/cTeJUgn068df69+fK3hn5uipU8CePcDOncDffwPFxXylevw4f9/Z8WVcQsNR5GKj0fCb\nxNubu11ef51bPPPmAffdZ9NCkZERDYOBW80tWwL5+fzfwYOBSZOAu+/mfm5XUFEB7NvH95rGjAHK\ny4E+fYApU4A5c4BQcRK0ZJzHpQlBjLFfAPwLoANjLJ0x9qgY47oFtfrGRun8+Xzp6uXFJ3CzZsCr\nr3LrREbGVWi1wKJFQLt2XHkCQEgId4ds3gw88ojrlDjAfeXDh3MlDgB5eUBUFDdqmjcHZs/mK2GZ\nOosoipyIphFRJBGpiKgZEX0nxrhuJyCA3zTx8cD+/dyvfv78jSWmRiOtfDINi/Jy4PPPueU9bx5X\nnlUNBz8/aeSKjuZux6Qk4IEHgJ9/Bjp04MEFMnUSObPTEowBAwcCv/8O/PILfy05mVvoH3xQMypG\nRsYRli8Hnn0W6N4d2LuXGw933VV3fNOxscCSJXzj9NNPedAAAPz5J7faZeoMsiK3hfJ6VIS3N3DL\nLcArr3DrZOVK2eUiYz/79wObrjeffuABvtn4zz/cF15XiYwEnn6aP2CKinjES9u2wGefcf+6jOTI\nilworVrxGPZdu4DwcGDGDGDsWMAkTnEhmQZOVhbfPB88GHj7bW4EeHoCQ4dKLZl9BAYCBw/yCJrn\nngN69OCrCRlJkRW5vdx6K3DoEPD11/wmNGeMGgySiiVTRyHisdudOnFX3auvcmOgrrhPHKFzZ+Cv\nv4CNG/m+0bBhwJUrUkvVqJEVuSMolcBjjwH/+Q///a+/uJ/zkGtblsnUQ3btAh59lMdonzjBQ1wb\nSkjrHXfwDdG1a3miHcA/o4zbkRW5GHh68izSgQOBF17g8bgyjRcinjoPcGt1yxbuC+/QQVq5XIFa\nzbNCAeDAAW7QTJ8ub4a6GVmRi8Hw4TxTbuZMvrvft++NG1mmcZGZyfdO+vTh0R4ALwNhZ9G2ekmf\nPsA77wCrV/MVyLZtUkvUaGgEs8tNBATwUK1Nm/jG1r//Si2RjLvZuJErsN27eSp9y5ZSS+ReVCqe\nRHT4MN8UHTWK7wnIuBy52o3YjBvHixUFBfHfd+zghY3CGllp1cYEEQ/P+7//A+LieO6BOea6MRIX\nx5PqXnyRJxfJuBxZkbuC4GD+r0bDU649PXnc+a23SiuXjGtgjJd1eOYZnjDm5SW1RNLj68vLDphZ\nvZrvHc2YIZ1MDRjZteJK1GpeWU6t5n70Dz6Q484bEr//zjf4AOCjj3iCjKzEa0IE/Pgjj6OfNUvO\njHYBsiJ3NT168EYYkyfzrNC77pKz4eo7FRW8NsrkybxWClC/48JdDWPAunV8/n/7LY/ukotwiYqs\nyN2Bvz93rSxaBLRpw10tMvWT9HTuIlu0iLtSVq6UWqL6gYcH71i0aRNw+TLQqxeQkSG1VA0G2Ufu\nLhgD5s698XtCAi/i/9BDkokkYycXLvBuVGVlvOHDvfdKLVH9Y9w4vkJdvVreCBUR2SKXikWLeIu5\nOXPkBKL6QsuW3J1y+LCsxJ2hVSueOAfwbl0TJ/JGGjIOIytyqViyhKf4L1nCs/8yM6WWSMYSWi1f\nSaWn89IMixbxuiky4pCczN0tvXvfaDMnYzdidQgazRg7yxhLYYy9JMaYDR4PD+DDD3nkw4kT3Gd4\n/rzUUslU5dIlvjG3eDHPB5ARn2nTeO9QnY5/17/9JrVE9RKnFTljTAngSwBjAMQCmMYYi3V23EbD\npEm8LOjo0Y0vE7Aus20btxIvX+aNFB54QGqJGi79+3O/eY8ePO9i40apJap3iGGR9wWQQkQXiagC\nwCoAd4swbuOhSxfghx94inNODg/TkkMUpWPDBuD223lDhSNHbvSylHEdTZvyVc/nn3OjRsYuxFDk\n0QDSqvyefv21ajDGZjPG4hlj8bm5uSJctoGyaRNPHBo2DLh6VWppGidDhwJPPcXr5bRtK7U0jQdP\nT17qwGzQmIvRydjEbZudRLSUiHoTUe8wue6IdR55hPsJExO531wuvuUeLl/mUURlZbwA2mef8fh/\nGWnIzOQ1i/r356GKMrUihiLPANC8yu/Nrr8m4yj33ssVuI8PTz7580+pJWrY7NjB/eFr1wKnT0st\njQxwo/BWt278fnj5ZcBolFqqOosYivwIgHaMsVaMMU8AUwFsEGHcxk23btw/e//9vD+ijPgQ8XKz\no0bx6pSHD/NVkEzdICqKN+SYPZtHeL39ttQS1VmcVuREZADwJICtAJIB/EZESc6OKwMgJAT47jsg\nNJRvfprjmWXE4fXXgeefByZM4G362reXWiKZm/Hy4rkWy5bxfQuAP4BlqsFIgi+ld+/eFB8f7/br\n1muOHeNuFl9f4Ndf61/39brI+fPA+vW8G7xc9Kp+UFHBe4Xed1+jDAlljB0lot43vy5ndtYXevbk\nS/+QEGDECL7UlEvi2s+aNbxxNhHQrh23yGUlXn/QaAC9HnjwQV7eorxcaonqBLIir0906sSV+aRJ\nfPPnmWeklqj+UFHBv6977uERQSUlUksk4wjBwcA//wAvvcRdLoMG8QzcRo6syOsb/v7AqlW8rdjM\nmVJLUz+4fBm45RZg4ULgySd5SnhAgNRSyTiKhwfPtVi/nleknDat0fvN5TK29RHGeGMDM48/zhNX\nnnmmcXRrtwejkWdpZmbKpWcbGnfdxfeONBp+T5SV8X+9vaWWzO3Id319R68HsrO5r/eOO4CsLKkl\nqhuUlXElrlQCX3/Nb3hZiTc8Wrfmzc0BbsgMGMATiRoZsiKv76hUwB9/8PKqO3fy+PNNm6SWSloS\nE4E+fYBPPuG/Dx0qp9o3Bu68E0hL44EBX37ZqNwtsiJvCJi7D8XH8ySK++4DCgqklsr9GAy8nVjf\nvkBeHr+hZRoP48YBJ0/yMN0nnwTGjm009YpkRd6Q6NyZJ7Zs385394l4lEtj4OxZYMgQ4LXXeMeZ\nU6eA226TWioZdxMZCWzezFeoR482mvBEWZE3NLy8bqSZL1/O0/tnz274rbQKC4GUFOCXX3hUT5Mm\nUkskIxXmFeqlS7ytHBHw7rvAlStSS+YyZEXekJk0iWctfvcd0LEjV+wNyW+4dy9PjAL4A+vyZWDq\nVGllkqk7qNX833Pn+Dzp1An4+OMGWetfVuQNGR8f4NNPue+8VStegGvWLKmlcp70dB47fMstPCnE\nnNzj6yutXDJ1kw4deFXLUaN4n9wePbj7sQEhK/LGQI8ewIEDvPfkpEn8NY2m/m0ElZQAb73Fb8y1\na4E33gCSkuS64TK2iYkB1q3j3Z+0Wl6npQH5z2VF3lhQKnltCnMbrY8/5iF5L74I1JeOTSUlXO4x\nY3j39bfflq1wGfu4804+d/76iycOVVQAzz7LM0TrMbIib6zcfz+P7liwgLtd/vMfIKOO9QMpKgI+\n+ujGKiIqit9wq1dzmWVkHMHb+0YSUXw8X6l26AA89FC9TSaSFXljpW1b4OefuWvirru4L33uXKml\n4pw5w62kFi14caSSEqC0lL8XGSmtbDINi4EDgYsXgfnzeQmHTp34qrWoSGrJ7EJW5I2djh2BlSt5\n6J45AuTcOaBLF+7GyMx0rzzr1/ObadEintBx9CiwdSvg5+deOWQaD5GRvEdraioPU1QobhRVW726\nXrT/c6qxBGPsXgBvAegEoC8RCeoWITeWqOMcOXKjizxjPFPyzjuBJ57giUZiQMQt7507+QbU2LHc\nKiot5UvdBx8EwsPFuZaMjCPo9UBEBM+S7tqV782MGcNL56pUkojkqsYSpwBMBLDHyXFk6hJ9+vAo\nl7NneZQIEfDOO3zDFOAumddf55b8kSM82ciaQUDE309Lu/Haww9zf3dsLHfnnD/PE5kAbnm/8IKs\nxGWkR6Xi1vjChTzB7LPPgGHDeBkIgBsdy5YB+/bxlWttjV5KSvgma9X7QEyIyOkfALsA9BZ6fK9e\nvUimnlFQcOP/c+YQKRREXE3zn5Ytb7x/331EMTFEUVFEXl78/d69b7w/ZQrR9OlE33xDlJJCZDK5\n61PIyDhOURHR2rVEJ0/y33fsqH4PKJVEQUFEmzbx9//+m6hpUyJ//xvH/Oc/TokAIJ4s6FS31SNn\njM0GMBsAWrRo4a7LyohFUNCN/y9eDHz+Od8kOn+eR5J4VJlKnTtz693Dg7emi4ysXn1w1Sq3iS0j\nIxoBAcD48Td+HzKEuwcvXeL3Qno6t7zN+q1pU+6S9PXlK9BmzXhOhwuw6SNnjG0D0NTCW68S0frr\nx+wC8DzJPnIZGRkZl2HNR27TIieika4RSUZGRkZGDOTwQxkZGZl6jlOKnDE2gTGWDmAAgD8ZY1vF\nEUtGRkZGRihObXYS0VoAa0WSRUZGRkbGAWTXioyMjEw9R1bkMjIyMvUcWZHLyMjI1HNkRS4jIyNT\nz3GqaJbDF2UsF8Blt1/YeUIBXJNaCDfTGD8z0Dg/d2P8zED9+twxRBR284uSKPL6CmMs3lJWVUOm\nMX5moHF+7sb4mYGG8bll14qMjIxMPUdW5DIyMjL1HFmR28dSqQWQgMb4mYHG+bkb42cGGsDnln3k\nMjIyMvUc2SKXkZGRqefIilxGRkamniMrcgdhjD3HGCPGWKjUsrgaxtgnjLEzjLETjLG1jLEgqWVy\nFYyx0Yyxs4yxFMbYS1LL4w4YY80ZYzsZY6cZY0mMsaeklsldMMaUjLEExtgmqWVxBlmROwBjrDmA\n2wBckVoWN/EPgC5E1A3AOQAvSyyPS2CMKQF8CWAMgFgA0xhjsdJK5RYMAJ4jolgA/QHMbSSfGwCe\nApAstRDOIityx/gcwIsAGsVOMRH9TUSG678eBNBMSnlcSF8AKUR0kYgqAKwCcLfEMrkcIrpKRMeu\n/78EXLFFSyuV62GMNQMwDsC3UsviLLIitxPG2N0AMojouNSySMQjALZILYSLiAaQVuX3dDQChVYV\nxlhLAD0AHJJYFHewENwgM0ksh9M41ViioVJbw2kAr4C7VRoUAptsvwq+DF/hTtlk3ANjzA/AHwCe\nJqJiqeVxJYyxOwDkENFRxthQicVxGlmRW8Baw2nGWFcArQAcZ4wB3MVwjDHWl4iy3Cii6Nhqss0Y\newjAHQBGUMNNPsgA0LzK782uv9bgYYypwJX4CiJaI7U8bmAQgLsYY2MBeAMIYIwtJ6L7JJbLIeSE\nICdgjKUC6E1E9aVymkMwxkYD+AzArUSUK7U8roIx5gG+mTsCXIEfATCdiJIkFczFMG6V/AQgn4ie\nllgct3PdIn+eiO6QWBSHkX3kMkJYBMAfwD+MsUTG2NdSC+QKrm/oPglgK/iG328NXYlfZxCA+wEM\nv/73TbxuqcrUE2SLXEZGRqaeI1vkMjIyMvUcWZHLyMjI1HNkRS4jIyNTz5EVuYyMjEw9R1bkMjIy\nMvUcWZHLyMjI1HNkRS4jIyNTz/l/UNJN6sWuxx8AAAAASUVORK5CYII=\n" 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