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141 lines (141 loc) · 51.5 KB
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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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jLzee1Jlf/qAHDepo2mg5smhODWUAP+Lf70cwuqorNbP/Am6k/BTTfOB6d99b1c8TSWeFu0v47esLmfHVWrq3bsQjNw3j+Kwj3kRQ5P9E83XhVeAT4D2g7GhXaGbtgZ8Dvd19j5lNBkYBTx/tZ4ukE3fn9fx13P3aQnbu3ccvTu/OT07tqvsGSKVFEwQN3P22GKy3vpntAxoAa6v580VS2vrte/n1jAW8t3gDAzo05YERQ+jVRq09UjXRBMEbZnaOu79VHSt09zVm9hCwGtgDvOPu71THZ4ukOnfn5dwQv39zMfvCYe4451hGn9SZmpoeQo5CNEHwC+BXZlYM7AMM8Kp2FptZc8pHHXUGtgFTzOwqd3/+gOXGAGMAsrI0L7rIt1t2M27afD5fsYWhXVpw/yX96aRJ4qQaVLqzuBqcAax0900AZjYdGAZ8JwjcfQIwASA7O1t9C5K2ysLOU/9cyUPvLKV2jRr8/uJ+jMrJ1CRxUm2CGFu2GhhqZg0oPzV0OpAXQB0iCW/p+vJJ4uaFtnF6r9bcc3Ff2jbVJHFSveIeBO4+y8ymAnMpb1D7ksg3fxEpV1Ia5pEPl/O3D5bTuF5t/nLF8Zzfv60miZOYCKTbxN3vQvc5EDmor0LbuG1qPks37OTC49px1/l9aNGwTtBlSQqLKgjM7CSgu7s/FWkwa+TuK2Nbmkh62VNSxh/fWcrEf66kdeN6PHltNqcfq0niJPai6Sy+i/KJ5noCT1F+P4LngRNjW5pI+vjsm82Mmzaf1YVFXDkki3Fn96JJPU0SJ/ERzRHBxcDxlJ/Tx93Xmll1jyQSSUs79u7jvrcW89LsEB1bNuClHw3lhK66ebzEVzRBUOLubmYOYGYauCxSDd5btIE7Zsxn085ixny/C/91Rg/q19H0EBJ/0QTBZDN7DGhmZj8CRgOPx7YskdS1ZVcxd7++iNfnraVXm8ZMuDqbAZnNgi5L0lg0DWUPmdmZwA7KrxP8xt3fjXllIinG3Xlt3lrufm0hu4pL+eWZPRh7clfq1KoRdGmS5qIaNeTu75rZrP3Lm1kLdy+MaWUiKWTttj38esYC3l+ykeMym/HgiP70OEaX2iQxRDNq6MfAbynvAg4TmWsI6BLb0kSSXzjsvDh7NffPXEJZ2LnzvN5cN6yTJomThBLNEcHNQB933xzrYkRSycrNuxk3LZ9ZKws5sVtL7ru4P1ktGwRdlsi/iSYIvgGKYl2ISKooLQvz5Kcr+dO7X1OnVg0euLQfI7MzNT2EJKxoguB24LPINYLi/S+6+89jVpVIklq8bge3Tcsnv2A7Z/Y+hnsu6ssxTeoFXZbIYUUTBI8B71N+b+FwbMsRSU7FpWX87f3lPPLhNzRrUJu/XTmQc/q10VGAJIVogqDU3X8Z80pEktScb7dy27R8lm/cxSXHt+fO83rTXJPESRKJJgg+iNwt7HW+e2pIw0clrRWVlPKHt5fy9GeraNukHk9dn8OpPVsHXZZIpUUTBFdGft5e4TUNH5W09umyzYybnk/B1j1cPbQjtw7vSWNNEidJKprO4s7xKEQkGWzfs49731zE5LwCOrdqyKQxQxnSRZPESXKLpqGsNnAT8P3ISx8Cj7n7vhjWJZJw3l64njtnLGDL7hLGntyV/zyjO/Vqa5I4SX7RnBp6lPJ7EDwSeX515LUbq7pSM2sGPAH0pfw002h3/7yqnycSS5t2FnP3awt5c/46jm3bhCevzaFfh6ZBlyVSbaIJghx3H1Dh+ftmNu8o1/sw8Hd3H2FmdQC1W0rCcXde+XINv31jEUXFZdxyVk/GfL8LtWtqkjhJLdEEQZmZdXX3bwDMrAtQVtUVmlkTyk8zXQfg7iVASVU/TyQW1mzbw6+mz+ejrzcxMKt8krhurTVJnKSmaILgFsqHkK6gfMK5jsD1R7HOLsAm4CkzGwDMAX7h7ruP4jNFqkU47Dw/61semLkEB+4+vzdXn6BJ4iS1RTNq6B9m1p3yexEYsMTdi4/wa0da50DgZ+4+y8weBsYBd1ZcKNK7MAYgKyvrKFYnEp1vNu1i3LR8cldt5XvdW/H7i/uR2UJnLSX1HfFkp5ldBtRx93zgfOAlMxt4FOssAArcfVbk+VTKg+E73H2Cu2e7e3ZGRsZRrE7k8ErLwjzy4XLOfvgTlq7fyR9G9OfZ0YMVApI2ojk1dKe7TzGzk4CzgIcoHzU0pCordPf1ZhYys57uvhQ4HVhUlc8SOVoL127ntmn5LFizg+F92vDbi/rQurEmiZP0EtXF4sjPc4FH3f1VM7v7KNf7M+CFyIihFRzdNQeRStu7r4z/9/4yxn+0guYN6vDoDwdydr+2QZclEohogmBN5Ob1ZwAPmFldojildDju/hWQfTSfIVJVeasKuXVaPis27ebSgR2487xjadZAk8RJ+oomCEYCw4GH3H2bmbWlfCSRSFLZXVw+Sdwzn6+iXdP6PDN6MCf30PUnkWhGDRUB0ys8Xwesi2VRItXt4683cfv0+azdvodrT+jEzWf1pFHdaL4HiaQ+/U2QlLatqIR73lzM1DkFdMloyJQfn0B2pxZBlyWSUBQEkrJmzl/Hna8uZGtRCT89tSs/O02TxIkcjIJAUs7GHXv5zasL+fvC9fRp14RnRufQp50miRM5FAWBpAx3Z+qcAn73xiL2loa5dXhPfvQ9TRInciQKAkkJocIifvXKfD5ZtpmcTs25/9L+dM1oFHRZIklBQSBJLRx2nv18FQ++vRQDfndhH344pCM1NEmcSNQUBJK0lm/cyW3T5jPn262c3CODey/uS4fmmh9IpLIUBJJ09pWFmfDxCh5+bxkN6tbkTyMHcPHx7THTUYBIVSgIJKksWLOdW6bms3jdDs7t15a7L+hDRuO6QZclktQUBJIU9u4r48/vLePxT1bQomEdxl81iOF92wRdlkhKUBBIwpu9spBx0/JZsXk3I7M7cMc5vWnaoHbQZYmkDAWBJKxdxaU8MHMJz33xLR2a1+f5G4ZwUvdWQZclknIUBJKQPli6kTumz2fdjr2MPrEzN5/VgwZ19L+rSCzob5YklK27S/jdG4uY/uUaurVuxNSxwxjUsXnQZYmkNAWBJAR3583567jr1YVs37OPn5/WjZ+e1o26tTRJnEisKQgkcBt27OXOGQt4Z9EG+rVvynM3DKF3uyZBlyWSNgILAjOrCeQBa9z9vKDqkOC4O5PzQtzz5mJKSsPcfnYvbjipM7U0SZxIXAV5RPALYDGgr35paPWWIm5/JZ9/Lt/C4M4teODS/nRu1TDoskTSUiBBYGYdgHOBe4FfBlGDBKOopJQXZ63mj+98Tc0axj0X9eXKwVmaJE4kQEEdEfwZuBVofKgFzGwMMAYgKysrTmVJLLg78wq2Myk3xOvz1rKruJRTe2Zw78X9aNesftDliaS9uAeBmZ0HbHT3OWZ2yqGWc/cJwASA7Oxsj1N5Uo22FZXwypdrmJQbYsn6ndSrXYNz+7Xj8pxMcjo11yRxIgkiiCOCE4ELzOwcoB7QxMyed/erAqhFqlk47Hy+Ygsv54Z4e+F6SkrD9O/QlHsv7sv5A9rRpJ6mhhBJNHEPAne/HbgdIHJEcLNCIPmt376XqXNCTMoLESrcQ5N6tbhycBYjszM1FFQkwamPQKpsX1mY95dsZFJuiA+XbiTsMKxrS27+QU/O6tOGerXVDCaSDAINAnf/EPgwyBqk8lZs2sWkvBDT5qxh865iWjeuy02ndGVkdiYdW2oIqEiy0RGBRGVPSRkzF6zj5dwQs1cWUrOGcVqv1ozKyeTkHhlqAhNJYgoCOawFa7bzcu5qXv1yLTuLS+nYsgG3Du/JiIEdaN2kXtDliUg1UBDIv9letI9X55UP+1y4dgd1a9XgnH5tGZmdydAuLTTsUyTFKAgEKG/6mrWykEm5Id6av47i0jC92zbhtxf24cIB7XVHMJEUpiBIcxt37GXq3AIm54ZYtaWIxnVrcVl2B0blZNG3fdOgyxOROFAQpKHSsjAfLt3EpLwQ7y/ZSFnYGdy5BT87rTvn9GtL/Toa9imSThQEaeTbLbuZnBdiSl4BG3cW06pRHW78XmdGZmfSNaNR0OWJSEAUBClu774y3l64npdnh/h8xRZqGJzSszWX52RyWq/W1NawT5G0pyBIUYvW7mByXohXvlzD9j37yGxRn/8+swcjsjvQtqlm/BSRf1EQpJCde/fx2ry1TMoNkV+wnTo1a3BW3zaMysnkhC4tNee/iByUgiDJuTt5327l5dnlwz737Cuj5zGNuev83lx0XHuaN6wTdIkikuAUBElq865ips8t4OXcECs27aZhnZpcdHw7Ls/JYkCHpmr6EpGoKQiSSFnY+XjZJibNDvHe4g2Uhp1BHZvz4IiunNuvLQ3raneKSOXpX44kECosYkpeiClzCli3fS8tGtbh+hM7cXlOJt1aH/JunyIiUVEQJKji0jLeXbSBSbkhPl2+GYDvdc/gzvN6c8axx1CnloZ9ikj1UBAkmKXrdzIpN8QrXxawtWgf7ZvV5xend+ey7Eza60bvIhIDCoIEsKu4lDfmrWVSXogvV2+jdk3jB73bMDInk5O6taKmhn2KSAzFPQjMLBN4FmgDhIEJ7v5wvOsImrvzZWgbk2aHeD1/LUUlZXRr3Yhfn3ssFx/fnpaN6gZdooikiSCOCEqB/3b3uWbWGJhjZu+6+6IAaom7wt0lTJ9bwKTcEMs27qJ+7ZqcP6Atl+dkMTCrmYZ9ikjcxT0I3H0dsC7yeKeZLQbaAykbBOGw8+nyzUzKC/HOwvXsK3OOy2zGfZf047z+bWlcT3P9i0hwAr1GYGadgOOBWUHWEStrt+1hSl4Bk/NCrNm2h2YNanPV0I5cnpNJrzZNgi5PRAQIMAjMrBEwDfhPd99xkPfHAGMAsrKy4lxd1ZWUhvnH4g28nBvi42WbcIeTurVi3Nm9OLP3MdSrrbn+RSSxBBIEZlab8hB4wd2nH2wZd58ATADIzs72OJZXJcs37mJyXohpcwrYsruENk3q8R+ndmNkdiaZLRoEXZ6IyCEFMWrIgCeBxe7+p3ivvzoVlZTyZv46JuWGyPt2K7VqGKcf25pROVl8v0eGhn2KSFII4ojgROBqYL6ZfRV57Vfu/lYAtVSau5NfsJ2Xc0O8Pm8tu4pL6dKqIbef3YtLBnYgo7GGfYpIcgli1NCnQNJ9Vd5WVMKML9fwcm6IJet3Uq92Dc7p15ZROVnkdGquYZ8ikrTUWXwY4bDzxYotvJwb4u8L11NSGqZf+6bcc1FfLjiuHU007FNEUoCC4CDWb9/L1DkhJucVsLqwiCb1anFFTiYjczLp065p0OWJiFQrBUHEvrIwHyzZyKTcEB8s3UjYYWiXFvzyzB4M79tGwz5FJGWlfRCs3LybSbkhps4pYPOuYjIa12XsyV0ZmZ1Jp1YNgy5PRCTm0jII9pSUMXNB+bDPWSsLqVnDOLVnay7PyeTUnhnUqqm5/kUkfaRVECxYs51JuSFmfLWGnXtL6diyAbec1ZMRgzpwTJN6QZcnIhKIlA+C7Xv28dpX5cM+F67dQZ1aNTinbxsuz8liSOcW1FDTl4ikuZQOgr/8Yxl/+2A5xaVhjm3bhP+5oA8XHdeepg007FNEZL+UDoJ2zeozYlAHRuVk0bd9EzV9iYgcREoHwYhBHRgxqEPQZYiIJDQNjxERSXMKAhGRNKcgEBFJcwoCEZE0pyAQEUlzCgIRkTSnIBARSXMKAhGRNGfuHnQNR2Rmm4Bvq/jrrYDN1VhOkLQtiSdVtgO0LYnqaLalo7tnHGmhpAiCo2Fmee6eHXQd1UHbknhSZTtA25Ko4rEtOjUkIpLmFAQiImkuHYJgQtAFVCNtS+JJle0AbUuiivm2pPw1AhERObx0OCIQEZHDSIkgMLOJZrbRzBYc4n0zs7+Y2XIzyzezgfGuMVpRbMspZrbdzL6K/PlNvGuMhpllmtkHZrbYzBaa2S8OskxS7JcotyVZ9ks9M5ttZvMi2/I/B1mmrplNiuyXWWbWKf6VHlmU23KdmW2qsF9uDKLWaJhZTTP70szeOMh7sd0n7p70f4DvAwOBBYd4/xxgJmDAUGBW0DUfxbacArwRdJ1RbEdbYGBuCu8JAAAC+ElEQVTkcWPga6B3Mu6XKLclWfaLAY0ij2sDs4ChByzzE2B85PEoYFLQdR/FtlwH/DXoWqPcnl8CLx7s/6NY75OUOCJw94+BwsMsciHwrJf7AmhmZm3jU13lRLEtScHd17n73MjjncBioP0BiyXFfolyW5JC5L/1rsjT2pE/B14ovBB4JvJ4KnC6JeB9XqPclqRgZh2Ac4EnDrFITPdJSgRBFNoDoQrPC0jSv8gRJ0QOh2eaWZ+gizmSyGHs8ZR/Y6so6fbLYbYFkmS/RE5BfAVsBN5190PuF3cvBbYDLeNbZXSi2BaASyOnHqeaWWacS4zWn4FbgfAh3o/pPkmXIDhYciblNwdgLuVt4wOA/wfMCLiewzKzRsA04D/dfceBbx/kVxJ2vxxhW5Jmv7h7mbsfB3QABptZ3wMWSZr9EsW2vA50cvf+wHv861t1wjCz84CN7j7ncIsd5LVq2yfpEgQFQMVvAh2AtQHVclTcfcf+w2F3fwuobWatAi7roMysNuX/cL7g7tMPskjS7JcjbUsy7Zf93H0b8CEw/IC3/m+/mFktoCkJfrryUNvi7lvcvTjy9HFgUJxLi8aJwAVmtgp4GTjNzJ4/YJmY7pN0CYLXgGsio1SGAtvdfV3QRVWFmbXZf27QzAZTvg+3BFvVv4vU+CSw2N3/dIjFkmK/RLMtSbRfMsysWeRxfeAMYMkBi70GXBt5PAJ43yNXKRNJNNtywDWnCyi/vpNQ3P12d+/g7p0ovxD8vrtfdcBiMd0ntarrg4JkZi9RPmqjlZkVAHdRfuEIdx8PvEX5CJXlQBFwfTCVHlkU2zICuMnMSoE9wKhE/EtK+becq4H5kXO4AL8CsiDp9ks025Is+6Ut8IyZ1aQ8rCa7+xtm9lsgz91fozz0njOz5ZR/6xwVXLmHFc22/NzMLgBKKd+W6wKrtpLiuU/UWSwikubS5dSQiIgcgoJARCTNKQhERNKcgkBEJM0pCERE0pyCQEQkzSkIRETSnIJARCTN/X/1ZGNcRqq8EgAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"plt.plot([1, 2, 3, 4], [1, 4, 9, 16])\n",
"plt.ylabel('some numbers')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot([1, 2, 3, 4], [1, 4, 9, 16], 'ro')\n",
"plt.axis([0, 6, 0, 20])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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AF74AH/rQ6DY+9ljx/n//93D55aP3n3560b577oG//Mti2/z5RfjPmwef+Uxxfc8/X1zD0L7994e99x5+nxNOKH6NGzpv/nx43euG919ySRHi1e9dvf+mm4r/ntXbppFdNxrTri6SFRfB8V+EnvfDXddO3EWy4iI49oYiwHfMhYf+CO66tqVdJB079jwTBgZGBt38+bBoUbFv/frRFe2v/iocf3xx3uc+Nzoo3/lOWLECnn0W/viPR++/+GI4/3z4z/+E3/qtkft37izCedUq6OmB3/iN0W2+5RZ497vh/vvht3979P41a+Css+Duu+E97xkOwaGw/NKXoKurOP/Tnx7ePnTM5ZfDYYfBQw/Bd74zct+8ecV7778//OxnRfVcvW/evKKqnj27+O8DRfW/p/9B2txku24M+hlgV3Dt1wfnnAe33QovLJk4tPfrg0uOhDmvwGt7wzVb4IUl4wfq66qOH1I5L7eP/m2gWUFfU3APDhZ9qVD8Gr59+8iwmzMHjjuu2P+97xVvUL3/4IOLoAO4+uqiH7Y6iI85Bj72sWL/ypVFF0P1+WecUYQdwAEHFJVltfe+F268sfh51qwifKt9+MNwzTXw8svD/cXVledHPwpXXlkE/UknDQfl0PcLL4R3vQv6++FP/3R00K5YUVz/z38O//iPI0N63ryiGl+yBF56CXp7RwfxvHmwl2NApop99CVWa3DvCrmTu+GwdXBSN9x17cT92id3Q1SCJAZ3nTep44cMnccezhtPb+9wUA4FIWePf/xllxW/Dn/608Xr666D736XrV1V58+fX/zaDvCBD8DSO0dWtMuWFdUgFIE9dOyQN78ZHn64+Pmqq2DDhpH7TzhhOOjvvBN+8pORYbdgwfCxCxYUQV0dlMcfP7z/iiuK66ne/6Y3De+/+26YO3dkiB50ULFv/nz45S+LbWNVrQceOHwdY1m0qOinHs/ChfCHfzj+/n32gTe+cfz9aqppqegj4nTgGmAW8OXM/OSeji9LRV/Pr/x1V9swqlsF9jCKZLzq/Km+0f2oRx1FHPbK+NX55h1FIG7cWPyqXjk/ZvXA0k2jG9D3FvL7A8Pvv3YtHHHExNX5xz4G3SOHWy6hj22M/u1gMVvZOm95EXDPPVdc9FVXFWFbHZQLFsAddxQn/e3fFl0A1UG8cCF85CPF/rvvLv4QqoP0gAPgbW8r9m/ZUoy0qH7/+fNH9uVK06hlXTcRMQv4CXAa0Av8APj9zPzxeOfUGvT1hGMzztkVXLsdD5CvVAXp3LnwK78Cg4PE7Eo3wVih/cKLsHr1qH7U+NTV4wf3208qgur3fg8eeQTOPJN4/Kfj950zRtreeSfxpe8MHz+kcl5e+j+KkQJf/3rRlVAJweh7atw/s3zXOcNh+fGPw9KlLFk4wLZn5446dvHBO9m6ba+iGv7pT0d3Hxx9dNFt8eKLwxVxh/e1SvVoZdfNCcBjmbml0pCvASuBcYO+VjV1RfziF/DSS2zbtnT8c26/fWRFu3QprFw5uc8566yiL/fVV4EHxzweKIJqyMUXFzfKXnsNmFWE9ltWw1474djVsPbPin8gXn65OLbavHnA1eN3q8yaNdwHuv/+RT/sM5X3Hwrt2QPDn/NX140O0q4u+Ke/GHNEDIeuh5OvKV6fe27xVbF4D7/RcNtto7Zv/fnokC9U2v/GN+751/999x1/n6RdpqOiPwc4PTP/qPL6fOC/Z+YYY6EKtVb0e+yK2He/YnjVD39YHHziibB+PUGOf87uVe0pp8C9907uhuTKlcWNp3nziG9/a/zjP/5/h4P0138d3v52yCT2ivGr7cGdxU2voSCuVK013/Q886Lxq/Nvj9133jYjTySNq5UV/Vi/P4/61yQiVgGrAA477LDaP2W8ivb974fXv374uEsvLYaLfWAP52zaNLKira4UJ7ohuWbNyCsf7/grrxx9DRHD1fxY1fZeS4qbYnu69l3vNf5Nz9nLN7BjjOp89hHjj1c3zKXymI6K/jeBv8jM36m8vgIgMz8x3jk1V/Q1VrTNOqeuz6ij2p7zoWPZsWj0Tc/Z/W/htc9vHPMcSeXTyor+B8BREXEE8F/AecC7p/QT6hnG14Rz9j69m5fHOH7v08f/jHqqbcNcUi2mPOgzc0dEfAj4DsXwyhsz85Gp/Ix6wrEZ5xz9jg1s2jr6+KPfYWhLah2fjJWkDuVSgpIkwKCXpNIz6CWp5Ax6SSo5g16SSq4tRt1ERD/wszpPPwh4Zgqb02lm8vXP5GuHmX39Xnvh8Mwc4/H5kdoi6BsRET2TGV5UVjP5+mfytcPMvn6vvbZrt+tGkkrOoJekkitD0O9hvbMZYSZf/0y+dpjZ1++116Dj++glSXtWhopekrQHHR30EXF6RPy/iHgsIi5vdXuaKSJujIinI+LhVrel2SLi0Ii4LyI2R8QjEXFJq9vULBExPyL+LSJ+WLn2/9PqNjVbRMyKiI0R8a1Wt6XZIuLxiPj3iNgUEZOeCbJju27qWYS8TCLiJOAF4O8y85hWt6eZImIpsDQzH4qI11Es1nv2TPizj4gA9s3MFyJiDrAOuCQz/7XFTWuaiLgU6AL2z8wzW92eZoqIx4GuzKzpGYJOruh3LUKemQPA0CLkM0JmrgWebXU7WiEz+zLzocrP24HNwCGtbVVzZOGFyss5la/OrNbqEBHLgBXAl1vdlk7SyUF/CPBk1eteZshfdg2LiOXAscADrW1J81S6LjYBTwP3ZOaMuXbgs8BHgZ0THVhSCfxzRDxYWXd7Ujo56Ce1CLnKKyL2A24H/iQzf9nq9jRLZg5m5luAZcAJETEjuu4i4kzg6cx8sNVtaaETM/M44Azgg5Uu3Al1ctD3AodWvV4GPNWitqjJKv3TtwO3ZOYdrW5PK2Tm88D9wOktbkqznAicVemn/hpwSkR8pbVNaq7MfKry/WngGxRd2BPq5KDftQh5RMylWIT8my1uk5qgckPyBmBzZn6m1e1ppohYFBELKj/vDbwD+I/Wtqo5MvOKzFyWmcsp/r5/LzPf0+JmNU1E7FsZfEBE7Au8E5jUqLuODfrM3AEMLUK+GfiHqV6EvJ1FxFeBDcDREdEbERe2uk1NdCJwPkVFt6ny9butblSTLAXui4gfURQ792TmjBtmOEMtBtZFxA+BfwO+nZl3T+bEjh1eKUmanI6t6CVJk2PQS1LJGfSSVHIGvSSVnEEvSSVn0EtSyRn0klRyBr0kldz/B9NlUt7jB0a2AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"\n",
"# evenly sampled time at 200ms intervals\n",
"t = np.arange(0., 5., 0.2)\n",
"\n",
"# red dashes, blue squares and green triangles\n",
"plt.plot(t, t, 'r--', t, t**2, 'bs', t, t**3, 'g^')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data = {'a': np.arange(50),\n",
" 'c': np.random.randint(0, 50, 50),\n",
" 'd': np.random.randn(50)}\n",
"data['b'] = data['a'] + 10 * np.random.randn(50)\n",
"data['d'] = np.abs(data['d']) * 100\n",
"\n",
"plt.scatter('a', 'b', c='c', s='d', data=data)\n",
"plt.xlabel('entry a')\n",
"plt.ylabel('entry b')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 4
}