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4e0476e6c892d6c110010b0fe78d09e4
mooc-rr
Commits
8e3168b1
Commit
8e3168b1
authored
Apr 13, 2021
by
4e0476e6c892d6c110010b0fe78d09e4
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commit module 2 exo 3
parent
8f4f6da5
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exercice.ipynb
module2/exo3/exercice.ipynb
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module2/exo3/exercice.ipynb
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8e3168b1
{
{
"cells": [],
"cells": [
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"data = np.array([14.0, 7.6, 11.2, 12.8, 12.5, 9.9, 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0])\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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ZaaKu1ui0R3/JJfRjFqMHFHv095PYiguBwI0G4VpbOIFsPOIRO3fu9HoIvsENW9j16EtK6KR3W+h//3t6zMpyJjg7P0+ipl0Nqhb6FSti7cE5Cb06PuyWR6+dgHRK6DlXwlElJeYxeiBW6NesUe4wBNKjt4FsPKLQp62w5DHf+x4QXajpOm7YQpzAk5OUYqg/Duo2JJb96zWLThdC6AcHdYrPJMHICIn90FDs6+rQzcqVsaEbURPGK48+GaH/8Y/j71rUnD9PaZJaj35ujv4nK6HXIoXeBrLxiMJpdYqHxwwNAXfdBfzoR958vxu2UAuaUYqlWugB/YJf6WB+HohWBsHIyLwj2xSe69BQ7AVL/O96oRvxGS9i9NPTseGK7GwgOztiKvThMPDpTwNf/arxe4SwC49ePFfXuQESE/p0hm44D4DQS/yJWCQT5KQotaAZhW96e2nSToibW+Gbw4eB4WH63slJZ4qQC9Gem4v32hmjFaHa0I2e0Hu5GrSgIGwq9CdO0B3IwYPG7xH/k9qj5zx5oU93eqVwLha10MvGIwrV1dVeD2GBY8fo0Suhd8MW588r4QA9j35qisIEao/eLaEXYZsbbwSmp5c5sk2jRULj45R9kpERH7rxk0cPAKtWZZgKfVsbPfb0xIeoBFqPXlz4zIR+bo6250To5nOfA/7sz+y/Px39YgGXhV42HlEIhUJeD2EBrz16N2wxNqa0hNPz6EX0SC30btnj97+nlM7t24GJCYZ5B6I3Zsv+1SmF4+OAyHr2m0e/ciU3FfpogUwAxl69+N+FRw/Q/6kV+uXLgawsOjaEHZwQ+mefBX7zG/vvD4TQ+63xSEuLM+lbydCuPko9Rnj0U1PefH+6bRGJkKAZdRIClNRKtz36cBg4cAB4+9tJeDlnC2UKUsGO0AuRE9+nDnMIxLJ/N/LotR59KDRu6dGLi5LROjNt6AYge6gnpQEKZ4k7HJFDv3Zt/PYSSa+cn6e7jVOn7M/3pKMxOLCEY/ThMPDWtwLf+pbXI/Eerz16J3n55fgsDCFkdoXezRh9SwuJztvepoiOWT0euwwOKqmBZh49oNjj3Dl6bZkmeuRGpolefZf8fPMYfVsbcNVVdDdk5tEXFNC2xUVBz6MHlMlpo8VSQGK26O8ngZ+fB7q77X0mEB59VpZzXd1T5exZEjavPPo1ekeRw3AOPPCA0uRYj7k5Ja3SK6F30haf+QzwhS/EviaEzCx0I4S+rMzd0I2Iz193XbzwpsLgILUCBOwLvXaxlCA31x2PXitupaXLDM/PuTlyULZtA+rqzD164cmrPXo3hF4t7tE+NZYEQuj9VLHx5El69Ercqqqq0v4d586R6D3+uPF73nhDySsPgi36+5UTVSCErKKCvFwjoV+9mk5kN0M3v/89xeZLS50X+vXrqferVehGiJ52sZTALY9eG6649NJCTEzor3s4cYLEXgh9by9V3tSirt1jFqMH4oW+tDR+ezk59L12qrmohf7ECev3A/E1f5zCVaH3U30XIfReTRuI1mrpZGSEHs3uWkTYZu1a74TeKVtEInRia094cVIXFcWnFAp6eylsA7gXupmdBRoaKGwDOB+6KSmhi9di9ejHxrpjxqdGZNxs2wa8+c30u174RpQ/AGiuobBQ8ehzcmgCVqAW+qIier8WMUY7cXpxJ52fv8Q8ej/htdC7gR2hFxOxV165+GP06tWgao9LCMXKlfr1XQBlsRTgnkff0kLfcd11yvgA5zx6vfouyQi9W6tBtR59QQG58nrHb3s73Z1t2ULHLmP64Rvt/yQWTakLmgnUQm8UTUzk2Ojupu1cfrl9jz4QQu+nxiNeC32O09PqOtj16Nes8dajd8oWIsNifl7534HkhT7d9oj2oF5oAuKU0F+8SNsoKYkV+vl5mpjWC91EInSB9MKj51x/MnbVKtILveO3rQ2oqqKxFRYC1dXxQi/q3KjDUZdcooRu1GEbID1CX1VFk8VLyqP3U1GzU6fo0Suhd6OQlxA7tehpOXaMvCI3bs+NcMoW6pCN+nd1PFZP6GdmSOTcDt1ouyo5FbpRLxJSC72InGqFfmyMLjqce+PRi8ooWnG7+mpaSGck9Nu2Kc/1JmTHxii+rxV64dHrCf3MDIVcjIQ+kdCNEPqNG+2nWAYivXLKq0RtHbz26JuamtL+HXY9+upqb4XeKVuoc8fVvwth1yvkBcQulgK8a5+XlQUsXx5J2aPXE3rOYytXAtQUOz8/dpGQFx691g6C3t7XAcQfv3NzQGdnvNCfPQucOaO8praDQFSw1BN68byvL3WPPhymeZ/KSvLo7aZYBsKjn3diyZ8DcO690LuxeMxK6IeG6D1C6C9eNK7smE6csoXai9cKfV4eCZueRy9SK0UIRZxkbrfPA4C8vHDKQq8W7Usuoe+ZmootaCYQzUfMhD7dHr2RuGVl0S2I9vg9flzJuBHU1dGj2qvXWwB2ySV03I+N6Xv0glSFvreXwmHCowfsxekDIfR+YXhYOYmX8mSsmIgVoRtgcdtDLe7a0I04ifWybkQLQeHRi9Wgbnv0AC0SSjV0oxV6QH81KKBc+Pzo0RtNxqozbgRvehPtN3XmjZFHHw5TKCWdQi8ybkSMHrAXpw9EemV+fn7av2N+Hrj+evP6EsKbLyryLlzhRkNsIfTj4/qeukitFB49kH57nDkDbN4M3Hwz8PWvU+bJzp3O2GJwkHKfQ6F4j16cxNr6LkC80ANkDy+Efu3aHMc9eiBW6NUevQhl6YmiwCuPfu/enVi+PF7o1Rk3grw8YOvWWI9eXedGIH6/cCE5obcboxdhmqoqoLiYtr1kPPpZFwp8T07SIpSGBuP3iInYLVu882C77a6JTgG9zBM1x46R53rppe4JfWcneTavvQb89V9TDvTnPudAcReQF79mDZ3Mao9efZsuTmYhegAdD6tXKzYA3FskBMSe1FlZFxwR+mXLSNCthF7c4QwOkkdcXBy/vUQ9+rvvBm67zf77jSYgu7u7UVSk79Fv2BD//ro6oKmJwjqAfuhGfSFLp0ff3U32FIv07GbeCFtoy1CkSuA6TImDWX0iaxEevZdC369dvpkG1CeIXvimo4MOwFDI3SbQAPDkkzQJumED0N7uTCsn4dGXlsa3jFN79EDshe/UKSU+LxBdptKJSClUF3XNyppyJHRTUkLbtePRC6FfvZrESUtODt0R2p2/qa83d7S0GIUr+vv7DYVeHbYRvO99FJZ97jl6fu4c/a/qhU9q0U+30FdUKAuyNm6079FrjwknCFyMXhSwMjtZTp6kW73yctphbraMc5OREeVg1kuxFKmVgHtCL27qsrOBdeuotszEhDPNNgYG9HuDakM34jVBby+VC1DjRuhGbzVofr4zk7HaZf9WoRujxVJAYvM34TCV1Rgasp8mahau0Ar9xYvxGTeCm2+mi/zDD9NzvZIOdoQ+FAJWrdIfayKhG3Vlj02bSHesmuylozE44LLQu7FIyK7QX3qp+y3j1GzdujXt3zEyAlx2Gf2u9YouXqRiZqLnh9sevThhiouBixedmbtRe/RWoRutR68Veq/qu6xfvxLnz6fmfKhFOz+fLqpqoS8oUN4rQjfiIqlHIgvIuruV0Mkbb9gbr9Fk7NatW+OE/vhxupjoCX1WFvDxjwPPPEOLntR1bgRmQp+bS5lZJSUk9nok4tGLInoAefR2UizT0UYQcFnouQuusxB6q9CNWui9CN9E7FRFSoH5eTpBjIS+q4smJIXQi7Vsbnn0aqEfHU39MJyaorFrPXrRNs7IoxfdhvSE3ouuSgUFEVy8aO4x/sM/AL/+tfHf1UIvwjdC6PPyYkVs5UoSzp4eZzx6kckF2Bd6I48+EonECf2hQ/S4Y4f+tj75STquH300flUsQLFvIfBaoWeMXjMrpmpHM2ZmKKdf69ED1nH6QAj9TDq76kax69GvX++t0HeIlJc0IbxCI6EXJ6RXHr2Im5LQp75d4cELob9wQRH/cNhY6EXGjRehGz2hn5npjxmfltdeA/7u74B77zX2+rUhC7XQ69V3AUiYnPDo1Yd1qh59R0dHnNA3NdHFSs+jBygUec01FL4xCkeJ17RCD5A99KpWCuxohpgDVAu93Vz6QAi9G1gJ/dQUTdioPfrFXswrEokvmypi8kLotTF6IXDiYBRCn+7Fy3qhm5mZkO2uPUYID16EbgASf/WqWEARNnF8iAysVEM3X/0q8JGPJDZmPaHPywvHjE/L//7f9Hj0KPD66/F/n5qi7aoFzkzo1WLnlEcvLrapevQAxejV6bBNTZRdY9Z98pOfpHH09+uXXRavaW0B0N3SX/+18bYzM+m7zY5XdWqlYNUqOvasPHq9mj9O4KrQL3M6Z0gHK6EXJ7bXoZuysjLHtvXRjwIf+1jsa0LY16yhE1XrNZ89SwetmHTyYjIWUNL5UvXq1bnjep2EhMAXFsbWpBfHQ6pZN88+Czz9dGKxdT3v7dJLSXn1PPqjR4Ff/hK46y7ad3p9BvQWPtnx6LWfUZOoR19dTQ5GokKvveiVlZUtNHQfG6Nj59Ah6iplxgc+oIQiE/XoP/hBautohpUToCf0jNnLvAmER+9Ghyl1eqXeSSduq7wW+nL16pwUaW2lhUdqhNAXF+uHR/r7yfMV6XRehm7U400WEbpRe/SDg7GVKwH6fwsKYoU+MzM+LpuoR9/VRd702bP2P6Pn0W/cuBqAvtD/4z/S+7/yFeCGG0jotVVF0in0duyhFvpUm22Ul5cvCP3oKB3nFy8CVjXwCgpI7AFzj15P6O1gR+izs+N7ztrJpQ+E0LtR1Ex49JGIvmgJoV+/3rtl/089BTz6aJtj2xsYUApzCdRCX1QUL6Rnz8YeiG569KEQiasYn3q8Rrz0kn6oQqBeHCMESy90A8TWuxENR7ShgERi9BcuKALf2WnvM4C+0Pf0tAKIvyPt6gIee4y8+UsuAT70IbpIvfxy7PuMhH5ykv5mFrrRE0XA/rExMkIXlC1byHvt60usYqNW4JqammKEXtS+s1Ps9O676Ri7/PL4v+3YQed/soJq1SC8u5scSe2ahI0brVMsA5Fe6QYTqkWWeuGbkyfpAFi3zn2PfmYG+PSnadXgo49e6sg25+boBJucjM000gq9nkev9mKzssgubncSshO6CYeBP/kT4HOfM37PwACJVna2fss4teeqFnq91EogMY9e3ZM3VaHPz6cYvdajf+ABuhh9/vP0/L3vpc9qwzdGQi/GmU6PXl1S47LL6I7azgLw6Wk69jJ1llNohX7duthSFUa85S10PtTWxv/ts5+1Xx9eD6tjo6cnNrVSUFVFd2Bap0xNIDz6kNkMikOohV4vxfLUKcWDc1Poe3qA3bspGyA/H7hwwZn+ueqFQaIKI6AIZ1GRfuhG69ED3rSMs+PRv/yycqIbrc4UOfQAbX/FCnsevZnQX7xorzeoaK4OpC70a9aQcdRC398PfP/7wJ13ktABFJ649Vbg5z9X8tYB44qNANkuGaG369Gri+SJJAA7cXojccvPz48R+ldftY7PqzHyjDMyUisxoBX6116jVblf/SrQ2Bi/WEpgx6kJhNDnqouJpAk7Hv2lUWfaLaEfHSUP48QJyn++7jogEtGZ8k8C9cIgtacwMkJikJUV79GHwyQI2ri0G0I/Oxu7JN2O0IsCdVNTwOHD+u/Raxln5dFHInRx1BP6RMJ6QujXrEld6K+9thaZmbHH7quv0kXnjjti3/uhD9EK1BdfVF4bHKT9rt6uWvS1Qr98OYlednbsQio1iXj0WVnkzSYq9HqiXFdXtyD0b7xBXrgL/Xos0Qr900/Tz5e+RKmdw8PmQm92rHsm9IyxRxhjg4yxI6rXvswYO80YOxT9udnOl7kZowf8I/THj9MJ+fDDwHveQ8Lb3+/MmgK10Ks9+pER5cDSxuhFIwo/ePQFBUAoxE0P/meeUUo1aGPSgoGB2PxnUe9mbIyETP2d6pZx4bCxRw/YF/r8fGDXrsSEXu+kfuWVxria+SLMINY8CG66if6Xxx5TXtPLHTdbDQrQNkRtHD0S8eg3baIQzCWXkE3sTMgapRQ2NjYuCP3zz9OjH4ReG6Pv7aU7rXPngF/8Avh+p6MpAAAgAElEQVTCF4APfzj+c3aE3sv0yh8AuEnn9X/inL8p+vP/7HyZG41HJiaUE14r9HNz5PWKE9utPHpxUKgX7UxMOBPGMvPo1UJ/4YIyCSQmDr0Qeq1HzxiQnz9nePB3dVFZ2rvuopPJSOj1PHoRulmxIlbEhJAapVYCiR0bXV1UnK26mjxPu8W/9Dz62dnZuJr5J04o2VNqsrOB22+nlEtxkbcSer3c8RUrjMM2QGIevbgYiXTCVDz62dlZ5OTQ//nHP9I2RYMRL9F69L29dAytXk3742tf0z+mfO3Rc84PAEgx+c09xseVyRptjP70aZoMcduj1y77X7kSmJrKjEuNSwYh9Lm58UIvvCFtbFAIvRehG70DubAwbHjwi7DNe95Dt8V6Qh8O0+2yUehGHbYBlJr0YhLVidDNhg1UZ1+UE7Bibo5CR3oCp213ePy4srJSyxe/SHdnn/kMPeoJ/cqVykSnntCrm2PoIRqxqI+NyUlaOyBSmOfmSNTVNeLt5tJbebFFRWTXrVuNw0tuoif0diaIxfnohdCnUjbwzxhjHwfQDOAezrnuFANjbB+AfQCwbt061NfXAwA2bNiAgoICtLZSOtmqVauwbds2HDhwgAaWmYndu3ejpaUF41HFrqurw8DAAHp7e9HeXoCSkvW47jqGI0coqlRSUoKJicuxcuUwgNVobe0BUInm5mZMTk7i0KEVAK5EZuZp1Ncfj060XYehoUnU11PHgjVr1qCqqgqNjY0AqBDbzp070dTUtNDybteuXeju7l4oNbx161ZEIpGFsgZlZWUoLy9f6IV6+HAZgE3o7Hwdc3MjGB4uB+cb8eqrxxaWvG/fvh2zs7M4Hr1Pr6ioQGlpKZqjnRQKCwtRW1uLhoYGhKMu4549e9DWNoLly4uwdu00uruX4dSpfnR1daGv7y3YuhUYH4/g7Nk+AFvx8svHcNttW7B/fweAapw8+QquvvpqtLa2YnR0FBcv1mBiogA9PX3oiapVqvsJADZt2oTs7GwcOXIEZ89eAc6XIxxehoZoLdvCwjdjZAQL+wmghuF9fX340Y9WYf36bOTmjmPHjnw88UQBnnjiZWzfXrywn0ZGloHza1BaioX9ND1dieHhS3Hy5AWEQhHU17cs7KehoSlwvhENDcMAVuHkyT9gaCiC/Px81NXVobGxEW+8UQBgOyYmwmhv78RgdJZTu5/KyyvQ1bUBW7f2YXLyHIBaHD8O9Pdr91MbhoeHAQA1NTU4c2YSQAXOnDmBnp5MFBcXoyW6GCIzcwJjYwXYv38/OOc4cuRqvOMdyxf2EwDU1tZiZGQEp0714BOfKMd3vrMRP/jBJE6fzkJFxTAOHx6O2U+FhddgZGQZBgdPoL6+L2Y//fmfn0EoBJw+vWFhP4nzafPmzWhoaEBW1rXo6hoCsBbNzc147LEC/NM/VeMXv5hFTc0pvPLKCObmdqK0dAyDgxfR3t6OrKwN6Ooqx4ULc3j1VePz6cKFPQBmUV/fFHM+AUB9fT3y8nYByMb69WdRX98Rs59Ej4vdu3ejs9N4P9k/n2L308TEBLqikzCVlZUoLi7G+fPTGB0tRGtrJ664ogY9PRFs334G+/d3Ye/evbr7SZxPOTl7cObMRdTXvxJ3PkUiDJHIXuTkIO58ShnOueUPgEoAR1TPSwGEQHcEXwXwiJ3tbNu2jTvF9ddzfuWV8a8XFXF+992cA5z/z/8Z+7ef/IReb29XXlu2jPMvfMGxYeny85/T9x45Qs8feYSed3Wlvu2PfITzqirOb7451h6lpZzv20e/P/ssfd8f/0jPv/IVej4zE7utm2/m/M1vTn1MZuzZw/l112lfG9f93okJ2j/33EPPX3mFxv3EE7Hva22Nf/3b36bXqqo4f8c7Yt8v7H/rrZyvWKE/zueei7WZEWfP0vv+7d84Hxyk3//5n80/wznn/f303m9/O/b1trY2/v73cy5Olelpzhnj/P77jbc1N0f7raSE81CI87/92/j37NhB33fggPXY9Fi3jvNPfUp5/sUv0va2bKHv//Wv6Xljo/Ke736XXjt50nzbe/Zwvndv/OttbW2cc86vuYa2893vJjd2p/nUp8genHM+MkJj+8Y37H22vJzzO+/U/9vEBG3rwQfj/wagmdvQWKOfpLJuOOcDnPMI53wewEMAbCU9Odl45Nw5ul2PHRfF6FesoFs8behGr12aG+VotQtC1Mu6U0VMQpaXK3FazmNj9Hqhm6Ki2Fg54F3oJjt7Svd29ne/o3mFd7+bnl95JY1ZG75Rr4oViN97euJDN2JC8vXX9cM2gP0Yvci42bCBYrQrV9qbkDVaJDQ4OBgzGdvdTfvTLLSSmQn8x3/Q+RCJ6Mfbzeq72EF7npw+TSGdY8coyUBbJA9QMm+SXfYvvHNxvvhhIhaItYWoGaUXk9ejuNg4dJOuNoJAkumVjDH1NN5tAI4YvTddDA3FG2x2lmJ5BQVKd3s1585R/rw4cAB3hV4Iq15N9GQRQl9WRv/f7CylIc7NxU7GAorQ9/fHT8QCiQv9t79NdXYSQTsZC1ATaL2D/5lnaD9eey09X7aM0lTtrAYVv3OuH6MH6CJgJPR2Y/RqoWeM4vR2hN6oYqMYnzg2RMaNUYxe8KY3KcW40iH02mPjzBnKab/2WuD++6kpd0lJ7LklxmwVp7daDVpcTN9vVLHSbQIp9IyxxwE0AqhmjPUxxj4F4AHG2GHG2OsA3gbAZM2iglONRzgnoZ+cjF0sIlIrCwrogNYT+lWrYpcme+nRO1WeVwg9QN66elWs+vvE62fP6tfcTlTon3wyfsGOFXre28aNRTh/PjZbZX6eJmJvuklpxwbQhOzBg7HpbeoSxQK7vUGtPHo7Qs+YMsGfqtBv374dK1bQxTocVoTezKMX3H8/8OCD1GlJSzo8+rIyavA+MAD87GexE7EA3WVmZVkLvdFk7Pbt2wHQauBHH9VfOesFIr2Sc2eF3qjmjxPYybr5EOd8Lec8i3Nezjl/mHP+Mc75Ds75FZzzWznntko5cYcaj0xNKamCarEUQl9YaOzRr14d+5obQq+XdQOk7tFHInTBE6EbgMI3WqEX32fl0eflJSb0x46RyCfS51zPo8/PpyuF2h7t7TTOd70r9r3XXEPfefCg8ppohq0WdHUYx8ijB4xP0ERCN2Vlyr7dvJnSNq2OKSOhn52djSmlfOKEsrrZiuXLSRT1cuUrK+lC7qRHv24dcPXVlFIIxOf5h0KU0WPHo9cTNzHResUViTUbTzfqznS9vfpF8YzQqzsl8F3oJlmcajwyNKT8rjaaulXaihX6MXpt4SY3Oglpd6BWeJNlaIg8X7VHf/q0sl0hDpmZdIKPjpIXolf+AFBOZjvX44kJJZ0zkR4qeif1zMwZALH2EHHdqFO3wK5d9KgO36ibYQtWrFCWuZsJvROhmw0blOebN8eO3wgjoT9+/HiMI3D8uD1v3orPfIaW6idbQFbtEE1N0UVIHHOiqqZecoidFEu99QQAFjJm/Ib6bk8slrJb3cWs0U5ghN4pjITeKnQzNKQv9G6EbtQVGwsKgIwMnrJHrw5ZmHn0gOJJnD9P4zEK3XBur+KgOjyhbh9nxeysfh49ELsv1eWk1ZSUUOxXLfTaVbEAib5R3XG1V+tE6EYt9EKUrcI3Zie1GK/w6K3i83bIyVEuQsmg9ujFBV7U3RGVKj/96fjPiUVTZs5DunLH04UY6/Q03b3ZDdsAotGO/nFlVJffCVwV+tFRZ/4DO0JvFLrxSujVBzLVRJ93TOhLS+n/FYumjIR+dJTCIYCxRw/Y6zIlvHjGEvfotaGbyy6jgar3ZU8PhZJEYxQ111wDNDQowmPVMk7r0WdmKgtvUsm6mZkheycj9EYefUVFxcJ4+/tJSJzw6FNFfZ6coRswqHvnFBfHl+UFyKMfH489Z7UYTcZWJKKgLiLGOjOjrIq1i9nq2MB49DMzziz7V6dVmgm9OnQTidB7tULvRm9QPXErLmYph27UQs8YnXhGQi9uGY1WxQKJ1aQ/doxO7Kuusi/0nOt7b5ddRrPFWqGvrNSvv/KRj9Ax8L730faS7Q2akaF4pVqysuguzKocLRAr9AUFdBFNVuhLS0sXhP6118hmTnj0qaLn0dtpkibeoy7VoSYcph89cSs1a97qIWonoK9PCn0cc3PO1LqxG7qZnlYyQoaH6aTxwqPXC1dkZk456tEDSi79yAhdWNQiIjx6ozo3QGJC39FBE21XXGE/dBMO0z7QXvROnToEQF/o9bjhBuCRR4AXXqBOQnqhG0B5TevRi9fWrTOOWTNmfWyoUyvVbN5srzcoEC/0zc3NCxem6CJO33n02tCNGeLOSa9kOGAerhCrWP2GGOupU5QUIoVeQyRiUB4vQYaG6ETMyDD36AElfCMWS/khdANQgwknPHp1tonao9dmaYgYvZ3QjV2h37KFMi2GhuIXr+lhdCCLZhvaGL2R0APAJz4B/Pu/A//5n3QhTSR0I/6mFWgtqQh9sh49oIxX6JzfPPozZ+gcs1N3RsyHqKvKqklnSmG6EGMV+9gpofc0vdJJ5uedEfrhYTLYypXWQi88Cb8JfXFx6umVwpMV4Y3ychL6oaF4oVeHbrKz9cMZdoV+fp4O8upqJaXOTvhG2xhcUFRUgBUrlH15/jyNVTsRq+Xuu4FvfIN+17sobNxI+1cvzv9//y+t6DTDKiOrq4tspr3IbN5Mx5tVgwlAb2K6cKGBeV8fXaD1xu82OTl0RyYqwNrx5gFF6K08ej1xK0w2FzTNiIuzuGuTHr0Gp4R+aIjy4bWLD8bHaSeIdELAvx59ZWVRyh69uqsSQB59OEyiq+fRz86SOK1dqx/7tiv0vb1ksy1blEUydoTe6ECura2N2Zci48bMoxf81V8BR49SvF7LnXdSPn5eXvzfNm609pSt5m+6uih8pbWl8PDNqlgaeW+1tbULDczFOP2AOt30zBl78XnAOnRjdmdTq9cH0AeIsTrt0QdG6MVkXKoYCf3EhHJgJRK6sZs7nix6k7FTU32OefQCcfJ1duoLPUDCpxe2ARJvGVddTWKclZWa0Dc0NMTsSyGQdoQeoIuNXh6z6HaULHZCN3rhH2FrI3EDaLvZ2fGZKqKipwjf+CE+D8Smm4pVsXZIxaMXtvAbaqFX9yi2Q14eHZdmQr/o0ysB/a5PiTI0RLezyQi99jZYvcotXeh59Hl5FzE9Hf+9nNMB9J3vAP/tvwHf+57xdrVCL3LpIxFjoT9xwngVn12hVzeBzswkMbIzIWsUugmHwykJfbowC92Ew8ZCb+XFAsaLhETJXHH8+s2jn5pSVsXaQdjCKEZvJm5hux1cXEacy6IOvVFnLj0YMy6DoK2J5SSuV484f14/QyIRhoepuNXMTOwKRD2hV8foi4risyzUnkq6JoRmZ+MnrvLy6CAeG4vtiFVXp/xP2dnAc89RW7L8/NjPz8/HpxVq85rViOfhsDMevWg/B5DgHz1q/hnA3HsrLlZCNidP0n7Rlqtwm9xc4zUFjzxCf3v72+P/ZuXFAsZCL/CrR9/bS3F6ux59KER2tArdLKbJWGELzhML2wiMyiDMzChpvU6z6Dx6UdDMKnSjF6PXu8Vyo8uUnkf/lreQq6YO37S1kcj/zd/QRE99PZ0gP/pR/DZHR0m0taV5xUFi5NEDznj01dWKJ1NdTeO2Km5m5NHv2bMnzqM3yqF3E6PQzeQkFRC79lrqfKXFjtAbrQbds2cPAEXo/ebRCyfErkcPkD2SSa8UtvAb6rEmI/RmHn26LniuC71VXPrcOSXMosfkJOWuCqEfHcVCSz6r0I2e0CfSMi5Z9Hbg+Dg1LFVPyIpKeB/9KJ3gO3fSncu//mv8HIJeDfZQSPHWzYTeCY9eXalwyxa66FgVNzPy6Nva2hb2JefmOfRuYiT03/gGpak++KD+xcgqXAEYe/RtbW0AlOPXbx69EHq7Hj1AQp9MeqWwhd9QjzVZoddLxEhnVMF3Hv2f/AmJ3FNP6f9d5GuLGD3nyjbVQp+dTT/q0I2fPHrO6ZKuvvBpS54yBvz5n5Ow/u53sZ/XE3pAOQGNQjeAsdCLMZoJ/cQExWjVlQrtplhqq3gKhoeHUVREcwsTE/4Rer2yzULgb79dKbCm97mMjORCN6KNXWUlHQd2qla6gdajT0To9ZoACczCecN2Fmd4QHa2coGXHr0BZh795CQVq7p4kcqS3ntvbI1yQFkVKzx6QDHa+HhswSp1YTOvhT6+NK8Soxf09lIsXp3j/oEPUCz8X/4l9vNGQi8mZLUCIXKzAePQTUaGde64SCnTE3qrCVmzySYx3pMnaX/6Qej1PPovf5kuWP/4j8afY8w8XAFYx+jvuw9oafE+fCVQe/SM2S/LCyQfuvErjCmCLIXeADOP/pVXyKv72c+AffuA//N/qI1ctE8wAHOhV3v0gFLYbH5ev3Il4J1Hf9VVVEpQG7qpqIg9ubOzgbvuoiYc6nKviXr0GRlK3NfIowesm48IMVeHboqK6GJk5dEbeW81NTUL433tNXq0WizlBlqh7+igln13320dOy8oSC50U1NTA4Bs5PVktBq1R19Skli542RDN8IWfkTsu2SFfmIifk7LqtNWKvjKoz9wgATpbW8Dvvtd4O//Hvjtb2OXk6uFXt05KRIhgdIT+rEx+ruZ0KezJr1erZtQiFwcrUevd+D8j/9B8fdvf1t5bWCAXtMKuvDo1TF5QVFRbPlePayEvqOD9pHoByrYssXaozeajJ2YmFj4P1pa6NEvHr16jcVvf0vHkWjZZ4aVR2/kvU2YXR08RJwnk5OJhW2A5D16v9oCSN2jB+Lj9IHx6DMyuKlHf+AAUFuriLXoLqQWem2MHiChn5yk39VCLw4wo8VSQOIefaILq+bnKRSl3YFnznQhO1vfo9eybh3FhB95RLnQDQyQYGsX3Nx+O3UZ0vOIi4vJBmYt2ay6TB07RrnjWrGurk7eo+/q6vKl0Iv6/KKbWWcnHVPiYmpGsqGbLlFAx2eox5pIxg1gHqM38+j9aguA7JGXp19HyQqj1bEBEnrj0M3sLNDUBLz1rcprerW9h4aUMITaYOo6NwLh0Tsp9F/5Cl2M7GI0AQmQhy08+tlZEm8jD+G++yhv+5576LlRxcaqKpos1KsNXlJi7YHY8ei1LeMAe8XNjDx6ADGhm+XLze863EJ7bBw/TnVs7MTNkw3d+BURugGc9+gZU7qBLRZycuLDrHYJvNBnZhqHbpqb6R9Vp86KRTnqkq+iYFcoFBu6cUPoOaec9tdes98G0GgCsrKyEitXKvYQpV+NhHj7dpqc/tGPgOefj69zY4dvfpPuCswwEvrubqoYefgwoBc6tdNCz8ijr6ysXNiXk5N0N+KHSUhtWK+z036XpmQ9+ko/3MrokIpHX1hI8Wi91ecipVBvf/vVFgBpSbIdu4yEPjDplaGQsUf/hz/Q4+7dsa9rS74ODytlDLKySNjNhN4qdJNIHn1npzIhajfF10jciouLsXKlcsGw003+vvvIc77rLqqFnajXW11N9ePN0K4GvXgR+Oxn6bM/+xkVEbv33vjPiX1iNgdjdNErLi7G8uXKvvDL+a0+NmZmKCMo3UJf7Jd8Sg0ZGcp+S9SjNysJYebF+tUWAPDoo8BDDyX3WbWDqiYwHj0QMRSCAweArVvjMw02bYoP3ajfI1KVxEGkTa8cHyfvF0jdo3/mGeV3u0JvFLppaWmJCd3YEfrlyynro6fHOHSTKlqP/sknqe77xz9O3vrXv65fh9zOIqHZWbo4a8NKLdHAvDiv/SL06mND9D21K/R2Qjd6J7WwhR8R9kgmdAMYC71RCMvPtli3LvnwYuBDN0aTsZEI8Mc/xoZtBJs3Uw11cdLoCf3oqLFHzzmFHQoK9GPDiQj9b34DbNtGkzDt7dbvB8wXhCTq0QN0x3P33fS7G0IvQjH/8i/mJ7idQl5WB7KfhV44G4l49BMTyqptNeEwHfOLKUYPKHc4yYRuAP0LXzrDFX5lxQoKVekJfSDSKzMzma7Qv/46CYR6IlYgTiwRpx8e1vfojYQeIG/MqJRoKEReppXQj41ReOnWW+nOI9XQTVFRUYxHL5pM6NVO1/K1r9FCqhtusDeGRNAKfU8PXVDUk3F6WHUSAsij17vYFkXvZcUtrV+EXl0SQgi93ZIEhYXkZOgVRTOrwV6klxfrE5L16K1CN0bi5mdbpEIoFN80CQiQR798eSbOn49PUTxwgB7NhL6zUylopi41bCb0QnzMhB6wXg0K0ARoOAzccoszQl9TU7MwGct5Yt3kCwspXm4Vb08GrdB3d9sTXjuhG6MDWSyMER69HxZLAfEefWlpbGjQDDN7mAm9nxcJ5ebShTrR0LlZ6MbMo/ezLVJFr95NYIQ+HJ7F/LyS8y74wx+U2h5aLruMbnM6O2MLmgnsePR9fdZCb+XRP/MMfdfVV1P4pr9ffxmzFqMJyP379y/Ud5mcTEzo04me0FdVWX8uK4v+RyuPXu9A3r9/PwD/h24SybKwEjf19tUIW/iRnBwK2ySaEWV2t2cmbn62RapoyyBwbnx+OIHrMXogNjODc/LojSqS5uQA69fTiaZeFSsQtZ0nJpRaLQJ1zZhUhD4SAZ59Frj5Zrrt2raNXrfj1Rt59JzzhcUWY2P+Evq5OfqJRCi7x47QA/ZWg+qFbnj0Fu/SS+kESMfcQzKo0yvTIfR6JzVPZ6uzFFm7Vn8NhRVmoRuz9QR+tkWqaIU+nW0EAY+EXh2nP3WK0h+NKgECSoqlelWsoLiYROnsWTqg1N6G+jY7FaF/9VW6yLz73fQ8EaE3yrphjC0I/Zkz9L/5RegBskdfH4Wr7Aq9VaaJkffGojvt858HDh3SX+zlBcIWAwOUuZWI0JuFbsyW/TM/LCAw4OGHgR//OPHPWWXdGImbn22RKoEW+vx8OrLVQt/XR49mt+tC6EU+vDZ0A9CkoTZ+atejt2oC/cwz5MnfeCM9X7+eqkzaybwx2oF79+5dmHw8fJge/ST0Fy4o9eWdEnqjydi9e/cCUFYb+gUhxK2t9OhG6EbYwo+sWpVcobW8PHLAjC56Rh69n22RKoEW+nCY/ht16EYIvVn9kM2b6eIgimbpCf3Jk/H53U6Fbp55htIahQfOmP0JWaMd2NraurA9vwq96N3qZOhG70BuFUrqM7wQer/aIhUYM653YzYZG0RbCLRNk9JdrtlVoeec6g2rPXqx9N8sZUucYI2N9Kgn9L29en1ZlVBOskLf0UHpn+97X+zriQq91pMdHR1d8Ohff50e/Sb03d0URlm/3t5nk/XoR+3Wk3AZcdK1t9NxpK3YaUayWTd+tUWqGDkBZh59UG0BxDdNCpRHHwrFT8aePk072qwKnBD6P/4xtq46oAj93Fy80GdkKJ5VsumVjz9OJ/kHPhD7+rZtFLu1aoJjtWAKUDx6O1UR041W6MvL7dceTzZG71fEsv+5OQot6l2kjEjWow8qRkK/FBdMAfFlEAIl9EYx+vJy85St9etJbM6cIWFXT9apc3r1luaL8E0yHj3nwGOPUX187WpAuxOyRjuwtrZ2YWzDw7ScOhEhSRdaoU8k1THZ0E1tIuVAXUaIcaIFrLKzqSKjkRcLLD5bpIKRE2B28Q+qLYD4MgiBEvr5+QiWLYsP3VittMvMVG6btZNB6RT6lhZakfvhD8f/za7QG5XmHRkZQSikeH5+CNsA8UJvNz4PJB+6GbGzIMEjhD2SadJt1FnJzKP3sy1SQc8JELnjRnc2QbUFEC/0Zim3TuCq0M/OzsaU5gXsCT2geFRaoc/JUYyjJ/SFhUqTACOMhP6xx+hO4v3vj/9bRQV9nx2PPiuLsnbU9ERnOkX4xi9CL+w0Okp3UIkK/dRUbOtHNUbem7CFH0nWowfMJyDV21bjZ1ukgp7QW3mxQbUF4EOPnjH2CGNskDF2RPVaMWPsBcbY8eij7aIUokY8QDPOp0/bi02LE02dQy8QRjPy6K1SwvSEPhIBfvpTWiSlV3JDZN5YpVgaLRISiG37ReiFB3v0KHlciQi9uDvRrnwWGHn0fiYVoTeLS6u3vRTQu9tbjI3BncJ3Qg/gBwBu0rx2L4AXOeebALwYfW5JdnZ2jEc/NEQTXal49IAilnp1SG6/HfjkJ823LfLo1Qvx/vAH8mg/9CHjz23bZs+j19t5GzZsAOA/j14IvbiAJerRA8bhGytb+JFUhd4sdLPYbJEKehc9q3BFUG0BkI6tWEFNjAAfpFdyzg8A0AbL3gvgh9HffwhAk3yoTygUivHo7eTQC8yE3syjv/NO4MtfNt92Tk5sb1CAwjZ5ecB73mP8ua1bacWkKM2gh5G4FUQH61ehFxcwp4RexGP1PPoCvR3nE3JzaVLVboqpGqPQzcwMbVNvBbCfbZEK4qKndqasxC2otgAolHvTTVT6fH4+/R69SZtoU0o552cBgHN+ljFmWIKfMbYPwD4AKCkpQWHhOZw5k4tTp4bR0VEMIB/9/Qdx+PAybNu2DQeipSwzMzOxe/dutLS0YHx8HCMjywBcg1BoCPX1FEXatGkTsrOzo4sOVmN8/DTC4VI0NDQAoDuIXbt2obm5GZPReMLOnTvR19eH09EE/urqaoTD+QAK8MILDdi4cTXKyqrw059m4JprhnH48Ens3LkTTU1NmI66ILt27UJ3dzcikYsArsDLL4/iLW+ZQUe0O3ZZWRnKy8vR1NSEU6cuB2MrACxHY2MjZqOzs5xzlJaWYna2CMBaFBSM4fTpKRyP1mOuqKhAaWkpmpubAQCFhYWora1FQ0MDwuEwAGDPnj1oa2vDcDTHs6amBhMTEwtNlSsrK1FcXLzQwKGoqAg1NTXYv38/OOdgjGHv3r1obW1dyFnesaMWQCFOnODIzOQIh/swOlqwsHhl1apVhvupuzsTwBXo71Y4wLIAABW0SURBVL+AZcvOojdaZH/Tpk0AsgGsxpkzXWhvn8HmzZsX9tPU1BRuueUWy/0UCoXQHr3VWLNmDaqqqtAYXVyRk5NjuJ/6+/sBAFu3bkUkEtHdTwCQn5+Purq6mP1UWLgHl156EX/4wysAgO3bt2N2dtbWfpqZ2YSBgQLMzy+P2U+jo1dj+fJlqK8/ELefJicnUVFRYbmfamtrMTIyshDH3rBhAwoK7O2n8ejVp66uDgMDAzH7KTs7G0eO0PlVUlISs5/snk96+2lwsA/z85dh//7/wnXXvQVNTU1ob2cArkIoNIdjx96I208HDx5Efn6+rf20e/dudHZ2YjDaZSiR/ZTO88lsP23YUIqf/exyNDfP4/XXTwDYjNbWJqxfvzNuP6UM59zyB0AlgCOq52Oav4/a2c7mzZv5pz7F+bp1nHPO+Xe+wznAeV8ft8Vzz3E+Nhb/+p130nZ++Ut729EixnH6ND3/3e/o+X/+p/nnWlrofU89Zfye97+f8+3b419/6aWXOOec/+Vf0jZ6epIbezrIyqIxbdyY2OcOHKDPvfBC/N/Gxuhv3/xm/N+ELfzIsWOcv/Zacp/dt4/z0tL41//7f+d8zRr9z/jZFqkgzrEzZ5TXmpvptaef1v9MUG0hOHeOc8Y4v/9+zr/xDbLF+fP67wXQzG1orNFPslk3A4yxtQAQfRy086HMzMy40E0oBKxZY+9Lb7wxtqyBwCx0YwdtlykRtrjqKvPPiTkBoz64gHHoZlV0VnnjRppgTrRrTzoR4ZtEwjaAeejGKM0UUGzhR6qrgTe9KbnPGqWbmlVs9LMtUkFvAZlV6CaothCsXk3FHH/zG/+mV/4awB3R3+8A8LSdD+Xk5GDlSkrBm5ujjJs1a+JTDxPFaaE/doxi52a594D56keBUdbNtmgi/l13Ubs+u6tP3SBVoU90kZCwRdAoLKT1CNHIwAJmQh9UW+gdG1biFlRbqHn3u4HmZlqzwlj6dMBOeuXjABoBVDPG+hhjnwLwNQDvZIwdB/DO6HNLJiYmFjzy8XH7OfRWOC30HR3Ali3WDRbsCr3egazETs3LP3hBskJv1mDCzKMXtggaRvYwWw26lGxh5dEH1RZqbrmFHp9+mo6JdFVmtpyM5ZwbJRhen8wXCqE/f55CN5dfnsxWYnnnO4EPfpDCIMmg59G/853WnzNb5i6YmdHPw/cz6QjdpDurwI+o7aE+Bsw8+qCi5xSlO1yxGNixgzLuensTb9GYCK6ujFU32xgbc86jv+wyKj6W7GIctdBPTFD+vN1OOlb1XYzag2VmJpvwlH6SFfrsbLpDSVTo/WyLVDC64zMT+qDaQi90Y3XxD6ot1DCmNDRK5wXP5aJm+TF9XMfH/VWxUfQGBSh0Y4dkC3nt3r07sUG6SLJCz5ixPcxCN362RSokI/RBt0UioZug2kJL4IT+woULCx69WHnphEefKmqPXjQ3ccqjN5qMFbm4fiQ3lxaLJdNNyKxKIaB/MPvZFqlgFMoyE/qg2iKZ0E1QbaHlbW+LrdmVDly9N4pEIgsevUhh9JPQX7hAnapCIftNJpL16MfNPuQxGzZQvZpkJoaMhN7Mo/ezLVLBzKM3OqmDagsR1kskvTKottCSk0ONjdLZZ8X1IJhW6P0QutF69FVV9uP9hYVKlyw9FluzDQD45jeNK1BaYdZJCFh8tkgFI6E366oUVERYT+0EyMlYhR/8IL3bdzV0k5eXt3DwHz1Kj37y6KenKbXSbtgGSN6jd2RZc5rIzEx+YjsZj97PtkiFZEI3QbUFEH+umNX8AYJtCy3LltFPunBV6Ofm5pCZCeTn004uLvaHZyPGMDVFk7F2J2IBukMxEvpwmDxjPaEfGBhIfKCLgGRi9EG2BZDYZGxQbQHEC71VG8Eg28JtXBX6i9HykGJC1g/ePEAebGYmifzMTOIevVEJBOHF6h3MopBU0EgmdBNUW2Rm0sS22h7hMP0YCX1QbQHEV/O0CmsG2RZu46rQC0Sc3i9CD9CJJ2pDJ+LRFxZSeWMh6mqEuC22ZhupkEzoJsho7bGU49LaGP1SnKvwCleFfnn06BZC74eJWEFuLsXngcQ9eiBxL3ZTMk1IFwFC2NR1x4GlaQtAPy4NGAvcUrLFuXPmZUuCbAu3cX1lLOC/0A2gNB+xU8xMTbJCnx1Q17awkOw4NRX7uvDo9SacgmoLQD8uDRgLfZBtoQ7dzM0BBw4AZmuigmwLt3FV6EVDCL+GbgB7xczUmAm9WYxeNHcIGkaZJmLhmJ5tg2oLwDh0YyT0QbaFOnTT2EhrNW64wfj9QbaF23gSoxcevZ9CN+LESyRsAyTv0QcVM6FfSnYQJOrRB5nCQrrTi0SA55+nhYlvf7vXo1oauCr0WdFiy3736BPBjtDr3YGWlBh2X1zUGNnDqF8sEFxbAMZCb3TRC7It1E7A888DV1+t30hIEGRbuI2rQi9ibqtX0y38UvboN4tu5wEjGY8+qLYA4kM3VpOxQbaFOFe6u6nZxo03mr8/yLZwG1eFXjQU/uQngWefTW/95URxW+hFw+WgYST0Zh59UG0BJB66CbotAODJJ2nC3iw+DwTbFm7jSYy+qMj6au42OTmJFTMTyBh9LGb1XZaSHQTadRZLOUYvnIAnniANWEIVDjzH1aJmGUZFLXzA9u3A4GDiC3pycuKr8gnMsm6CmjqWjEcfVFsAsfbIzl7a6ZXqOld/+qfWvaKDbAu3cb2omV/5u78DXnop8c+Jqnx6ZRDMPPpdu3Yl/mWLgGRi9EG1BRB/h2M1GbsUbAFYh22AYNvCbVxvPBJErOq76Dkmzc3N6R2UR+TmUjXCRIQ+qLYA4oXeajI2yLZQr4K1I/RBtoXbuCr0kWSLnPucZAp5iYnpoMFYfPEqwDx0E1RbAPF3OFahmyDbQlz0tmwB1q+3fn+QbeE2/g2aLyJks41Y9AqbLeXJWCA+dLNUJ2OzsvyXiLEUcHUy1s8x+lQoLAT0SmebhW527tyZ3kF5iLZKIWDu0QfdFkCs0Js12wiyLbKygBdfBHbssPf+INvCbVxvPBJEjDx6IW569V36+vrSPzCP0AvdmHn0QbaFntCb3dkE2RYA8Na3KiVQrAi6LdzEk8YjQcMsdGPkxZ42azS7yDEK3SxVWwDU+PmVV4BDh8zDNkG2RaJIWziH683Bg4iZ0C/FuHRBAdDfH/va7OzStEVeHt3RffGLymsf/rB345EsTVwV+uUBPdMLC+mWfG6O4pACM6GvTrTWwiJC78K3VG2RkQHccw/d4Vx/PXDddeb9DoJsi0SRtnAOV4WeJVLofREh4rATE7H1e8zELWS1LHARow3dzM/TRdAodBNkWwDAgw/af2/QbZEI0hbO4UnjkaBhVprXSOjb29vTOygP0bYTNCsFAQTbFokibaEgbeEcMo/eAURNbVnIiygsBMJhJb10qTYGl0j8gieNR4KG8Oi19W7MMk3WrFmT3kF5iHY1qNXCsSDbIlGkLRSkLZzDk8YjQSOZ0rxVVVXpHZSHJCr0QbZFokhbKEhbOIcnjUeCRjJC39jYmN5BeYjWHlahmyDbIlGkLRSkLZxDxugdQDbbiCVRj14ikaSXlNIrGWM9ACYARACEOeemPWP83HgkFZLJuskJcFUrrdBbefRBtkWiSFsoSFs4hxN59G/jnA/ZeWNQi5qJ1Y96Hr0s5GXt0QfZFokibaEgbeEcrrrYU1NTbn6da4guU4mEbpqamtI/MI9I1KMPsi0SRdpCQdrCOVL16DmA5xljHMB3Oeff076BMbYPwD4AKCkpQX19PQBgw4YNKCgoQGtrKwBg1apV2LZtGw4cOEADy8zE7t270dLSgvGogtbV1WFgYAC9vb0AgE2bNiE7OxtHjhyB2P7mzZsXusdnZ2dj165daG5uXpgI3rlzJ/r6+hYKJlVXVyMUCi0szlizZg2qqqoWJoJycnKwc+dONDU1LSz42rVrF7q7u9EfLeiydetW5OWtQmfnIOrrO1BWVoby8nJcuLAM586dRnPzIOrq6tDY2IjZqOpxztHe3o7BwUEAwPbt2zE7O4vjx48DACoqKlBaWrrQZaewsBC1tbVoaGhAOBwGAOzZswdtbW0YHh4GANTU1GBiYgJdXV0AgMrKShQXF6OlpQUAUFRUhJqaGuzfvx+cczDGsHfvXrS2tmJ0dBQAUFtbi5GREfT09CS9nzZvrgOQj0OHTqC+vg+nT+8AsApHjjRjbm4ybj8JB8CN/RSJRNDR0QEAC/tJCEp+fn7cftq9ezc6Oztd20+Tk5NobW11ZT/5+XyKRCI4d+4c6uvrfbmfAPfOpzonuqhzzpP+AbAu+lgCoBXAHrP3b968mQeVbds4f//7lefz85wzxvmXvqT//pdeesmVcXlBJMI5wPn999Pzn/+cnh85ov/+INsiUaQtFKQtFAA08xS0OqXQDef8TPRxEMCTAK4ye39+fn4qX+drtKGbuTkqAbAUm0BnZAD5+cDICD23Ct0E2RaJIm2hIG3hHEkLPWMsjzFWIH4HcAOAI2afEbdZQWTFiliht6rv0t3dnf5BeciuXcDPf05VPa0mY4Nui0SQtlCQtnCOVDz6UgANjLFWAK8C+A3n/DmzDwS1wxRAHr26BIJZG0EAC/HIoPK3f0vtFR95xNqjD7otEkHaQkHawjmSnozlnHcBqHFwLIsabehmqS8S2rsXuOYa4IEHgLvvpteWqi0kEq9xNb0yyAsgEhX6rVu3pn9QHsIYcN99wKlTwPe/T68ZefRBt0UiSFsoSFs4h6tCz0WB8gBSWAhMTQGRCD23EvqIeGOAede7gCuvBDo7SfiNipcuBVvYRdpCQdrCOVwV+hmhfgFE3WUKsJ6MFbncQUZ49QDZwajB2FKwhV2kLRSkLZwjmMVnPMBo2X9AKzPb5rbbgMsvl3aQSLzE1Z6xy5Ytc/PrXCXR+i5lZWXpH5QPyMigGP2hQ8bvWSq2sIO0hYK0hXO4KvRB7TAFJC705eXl6R+UT9i5k36MWEq2sELaQkHawjlkUTOHSFToZcEmBWkLBWkLBWkL55AxeodIVOglEonELVwV+lAo5ObXuYpR+zwjoQ9y3Z9EkbZQkLZQkLZwDleFPjc3182vc5UVK+jRbtaNI6VHA4K0hYK0hYK0hXPIGL1DCOdD1LuxCt3IxscK0hYK0hYK0hbO4arQz8/Pu/l1rpKRQZ2V7Ap9kCt5Joq0hYK0hYK0hXO4ml4ZdFavBv7t34CmJiAcNl/2L5FIJG7B3Kw/8+Y3v5kfPHjQte9zm9ZW4Be/AF58Efiv/wJKS4Foh7U4wuEwMjPldRaQtlAjbaEgbaHAGDvIOU960sLV0E3Qb8VqaoB/+AegsZG6K0XbQurS2dnp3sB8jrSFgrSFgrSFc7gq9EFuPKKlsJBCOUaIJsYSaQs10hYK0hbOIRdMSSQSScCRjUc8Yvv27V4PwTdIWyhIWyhIWziHbDziEUGfr0gEaQsFaQsFaQvnkI1HPOL48eNeD8E3SFsoSFsoSFs4h4zRSyQSScBxVeiD3HgkUSoqKrwegm+QtlCQtlCQtnAOV4U+yI1HEqW0tNTrIfgGaQsFaQsFaQvnkEXNPKK5udnrIfgGaQsFaQsFaQvnkDF6iUQiCTiy8YhHFIpOJRJpCxXSFgrSFs7halGzuro6Lm/HJBKJJDEWVVGzyclJN7/O1zQ0NHg9BN8gbaEgbaEgbeEccmWsR4TDYa+H4BukLRSkLRSkLZxDTsZKJBJJwJExeo+Yn59HRoa8zgLSFmqkLRSkLRQWVYx+enraza/zNW1tbV4PwTdIWyhIWyhIWziHq0IvY24Kw8PDXg/BN0hbKEhbKEhbOIe8L5JIJJKA46rQ5+bmuvl1vqampsbrIfgGaQsFaQsFaQvnSEnoGWM3McY6GGMnGGP3Wr0/Eomk8nWBYmJiwush+AZpCwVpCwVpC+dIWugZYyEA3wbwLgBbAXyIMbbV7DOyY4xCV1eX10PwDdIWCtIWCtIWzpGKR38VgBOc8y7O+UUAPwXwXmeGJZFIJBKnyEzhs2UAelXP+wDs1L6JMbYPwL7o01nG2JEUvjNIrAYw5PUgfIK0hYK0hYK0hUJ1Kh9OReiZzmtxq684598D8D0AYIw1p5L0HySkLRSkLRSkLRSkLRQYYymtNE0ldNMHQN3rqxzAmVQGI5FIJBLnSUXo/wvAJsZYFWNsGYAPAvi1M8OSSCQSiVMkHbrhnIcZY38G4LcAQgAe4ZxbrVn+XrLfF0CkLRSkLRSkLRSkLRRSsoWrRc0kEolE4j6yBIJEIpEEHCn0EolEEnBcEfpESyUECcZYBWPsJcbYUcZYG2PsL6KvFzPGXmCMHY8+Fnk9VrdgjIUYY68xxp6JPl+StmCMrWSMPcEYOxY9PnYtYVt8Lnp+HGGMPc4YW75UbMEYe4QxNqheY2T2vzPGvhjV0g7G2I12viPtQp9MqYSAEQZwD+f8cgBXA/hs9P+/F8CLnPNNAF6MPl8q/AWAo6rnS9UW3wLwHOd8C4AakE2WnC0YY2UA/j8AdZzz7aDkjg9i6djiBwBu0rym+79HteODALZFP/PvUY01xQ2PfkmXSuCcn+Wct0R/nwCdzGUgG/ww+rYfAnifNyN0F8ZYOYBbAPyH6uUlZwvGWCGAPQAeBgDO+UXO+RiWoC2iZALIYYxlAsgFrclZErbgnB8AMKJ52eh/fy+An3LOZznn3QBOgDTWFDeEXq9UQpkL3+s7GGOVAK4E0ASglHN+FqCLAYAS70bmKv8M4G8AzKteW4q22ADgHIDvR8NY/8EYy8MStAXn/DSArwM4BeAsgPOc8+exBG2hwuh/T0pP3RB6W6USgg5jLB/ALwH8Jed83OvxeAFj7N0ABjnnB70eiw/IBFAL4Duc8ysBTCG4oQlTovHn9wKoArAOQB5j7KPejsq3JKWnbgj9ki+VwBjLAon8Tzjnv4q+PMAYWxv9+1oAg16Nz0WuBXArY6wHFMJ7O2PsUSxNW/QB6OOcN0WfPwES/qVoi3cA6Oacn+OczwH4FYBrsDRtITD635PSUzeEfkmXSmCMMVAc9ijn/JuqP/0awB3R3+8A8LTbY3MbzvkXOeflnPNK0HHwe875R7E0bdEPoJcxJqoSXg+gHUvQFqCQzdWMsdzo+XI9aC5rKdpCYPS//xrABxlj2YyxKgCbALxquTXOedp/ANwMoBPAGwDuc+M7/fIDYDfo1up1AIeiPzcDWAWaTT8efSz2eqwu2+U6AM9Ef1+StgDwJgDN0WPjKQBFS9gWfw/gGIAjAH4MIHup2ALA46C5iTmQx/4ps/8dwH1RLe0A8C473yFLIEgkEknAkStjJRKJJOBIoZdIJJKAI4VeIpFIAo4UeolEIgk4UuglEokk4Eihl0gkkoAjhV4ikUgCzv8POrp42B/GZpMAAAAASUVORK5CYII=\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.figure(0)\n",
"plt.clf()\n",
"plt.xlim(0, len(data))\n",
"plt.ylim(0, 25)\n",
"plt.plot(data, \"b\")\n",
"plt.grid(linestyle='--')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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D3cCF+32uiIgsj9A1dGPMT4HHgYeMMQPA3wKPG2O2Efw/8SqwfwlrzBhbt26NuoRYUE7hTp9WRi40l/yENnRr7Tfu8fCPl6CWjKdTqNwop3BlZcrIheaSH1367yH9G3OZm3IKlz5LRuamueRHDV1EJEuooXvYsGFD1CXEgnIK19qqjFxoLvlRQ/ewZs2aqEuIBeUULpFQRi40l/yooXuI80VRy0k5hUtfWSpz01zyo4YuIpIl1NA9lJaWRl1CLCincNeuKSMXmkt+dIMLySgrZS+XzDh25u/lIoEl3ctlpUrvOidzU07hjh1TRi40l/yooXtIb7Mpc1NO4dJb68rcNJf8qKGLiGQJraF7mJmZISdH3wPDLCSnlbKGnpMzw8xMOiOtod+PXnMBraEvgYsXL0ZdQiwop3B79yojF5pLftTQPaRvTSVzU07h0rejk7lpLvlRQxcRyRJq6B7q6uqiLiEWlFO4lhZl5EJzyY8auoexsbGoS4gF5RSuslIZudBc8qOG7uHy5ctRlxALyincU08pIxeaS37U0EVEsoQauoeqqqqoS4gF5RTu7NmqqEuIBc0lP2roHlatWhV1CbGgnML19SkjF5pLftTQPSQSiahLiAXlFO7AAWXkQnPJjxq6iEiWUEP3UFZWFnUJsaCcwvX3KyMXmkt+tDmXZJSVsjlXZhw78zfnkoA251oC7e3tUZcQC8op3PHjysiF5pIfNXQP+mnGjXIKl5OjjFxoLvlRQ/cQLAdIGOUUbmZGGbnQXPKjNXTJKFpDX97j6ifgeNAa+hLo6emJuoRYUE7h9u9XRi40l/yooXu4fft21CXEgnIKV12tjFxoLvlRQxcRyRJq6B7q6+ujLiEWlFO4V15RRi40l/yooXsYGRmJuoRYUE7hamqUkQvNJT9q6B6uXr0adQmxoJzC7dx5NeoSYkFzyU9oQzfGnDbG3DLGXLjrsVXGmN8YY/pTf2rDBRGRiLn8hH4GePIzj70AvGWtrQbeSn2c9TZt2hR1CbGgnMK98YYycqG55Ce0oVtrzwGfXcj6CvBq6v1Xga8ucl0ZqaSkJOoSYkE5hRsYUEYuNJf85M3z69ZYawcBrLWDxpjV9/tEY8w+YB/AunXraGtrA4LvvCUlJbMXDpSXl7NlyxbOnTsXFJaXR3NzM4lEgtHRUQAaGhoYGhri+vXrAFRXV1NQUMCFC8Fq0OrVq9m8eTMdHR0AFBQU0NTURHd3N+Pj4wA0NjYyMDDAjRs3AKipqSE3N5fe3l4AKioq2LhxI52dnQAUFRXR2NhIV1cXH374IcXFxTQ1NXHlyhVu3rwJQG1tLdPT0/T19QGwfv16Kisr6erqAqC4uJiGhgY6OztJJpMANDc3c+nSJW7dugXA1q1bSSaT9Pf3A7BhwwbWrFlD+sra0tJS6uvr6ejoYGpqCoDt27dz8eJFhoeHAairq2NsbGz2xrpVVVWsWrVq9iYBZWVl1NXV0d7ejrUWYww7duygp6dn9nzf+vp6RkZGZtcu5zNO09PTVFVVzWucTpw4AbTx8suNPPbYAI8+GozT66/XcOdOLs88E4zT+fMVvPnmRo4eDcZpeLiIl15q5PDhLsrLJwB48cUmdu26wiOPBOP02mu15OdP8/TTwTi988563n67khde6AJOMDjYzcmTDRw92klpaTBOR440s2fPJbZtC8bp9OmtlJUl2b07GKfW1g0kEms4eDAYp2vXSjl1qp5jxzooLAzG6dCh7ezde5Ha2mCcWlrq+O53zzM29jkAzp7dSV/f6OxNL/r7y2hpqeP48XZyciwzM4ZDh3awf3/P7Pnrr7xST03NyOxa/BtvbGJgoGT2gqXe3nLOnNnC8ePBOE1O5nHkSDPPP5/g4YeDcTp5ci0ffPBBZK+niYlgnOZ6PY2Pj1NTU7OiX08NDaEXiM5yuvTfGFMF/JO1dmvq43+11n7+rr+/ba0NXUeP+6X/bW1tPP7441GXkfEWktNKufT/xIk2vvvdxyM59v+X+Zf+6zUXWOpL/4eMMWtTB1oL3JrnvxMr5eXlUZcQC8opXG+vMnKhueRnvg39V8CzqfefBX65OOVkti1btkRdQiwop3BnzigjF5pLflxOW/wp0AnUGGMGjDF/DbwM/KUxph/4y9THWS+9ziVzU07h0mvbMjfNJT+hvxS11n7jPn/17xe5FhERWQBdKeohL2++JwWtLMop3OSkMnKhueRHN7iQjLJSznLJjGNn/lkuEtANLpZA+vxTmZtyCvf888rIheaSHzV0D+kT/bNdRUUVxph5v7W2ts77a1eK9MU90SpY0Dgv5K2iosqpwpXymlssWqCSPzE09AcWtgTQtoCvXzlNPXpJolpmGhrSOC8FraF7GB8fp7i4OOoyltxC17HXrh1ncHC+Oa2MNfRPZ7QynvNnj+3Se1bKay6M1tCXwNDQUNQlxEJ9vXIKo4zc6DXnRw3dQ3oTI5nbE08opzDKyI1ec37U0EVEsoQauofq6uqoS4iFX/xCOYVRRm70mvOjhu6hoKAg6hJi4fZt5RRGGbnRa86PGrqH9Mb/MrfnnlNOYZSR2znwr776aiTnv8eVzkMXkQi4ngPf5vh5brL9/Hf9hO5h9er73mlP7vLee8opjDJyo5z86MIiD1NTUyti97eFXlhUWDi1gN0EV8ZFNp/OaGU85/kce2Fz6d7HjeOGZLqwaAmkb5Yrczt2TDmFUUZulJMfNXQRkSyhhu5Bp1C5GR1VTmGUkRvl5Edr6PInorvJBGg9eSUcN8pjaw1dUvTNyM3Bg8opjDJyo5z8qKF7GB8fj7qEWFi7VjmFUUZulJMfNXQRkSyhNXQPExMTFBUVRV3GklvoGvpDD03w0UfzzWllrCd/OqOV8Zznc+yFzaV7H1dr6ALAwMBA1CXEwmOPKacwysiNcvKjhu7hxo0bUZcQC48+qpzCKCM3ysmPGrqISJZQQ/dQU1MTdQmx8PrryimMMnKjnPyooXvIzc2NuoRYuHNHOYVRRm6Ukx81dA+9vb1RlxALzzyjnMIoIzfKyY8auohIllBD91BRURF1CbFw/rxyCqOM3CgnP2roHjZu3Bh1CbHw5pvKKYwycqOc/Kihe+js7Iy6hFg4elQ5hVFGbpSTHzV0EZEssaCb9RljrgJjwDQw5bLXQJythH1cFsPwsHIKo4zcKCc/C9qcK9XQG6y1H7l8ftw351opdIOLlXLslfmctTmXANDV1RV1CbFw+LByCqOM3CgnPwtaciH4FnvWGGOBFmvtDz/7CcaYfcA+gHXr1tHW1gbApk2bKCkpoaenB4Dy8nK2bNnCuXPngsLy8mhubiaRSDA6OgpAQ0MDQ0NDXL9+HYDq6moKCgq4cOECAKtXr2bz5s10dAR3Ci8oKKCpqYnu7u7Zm1M0NjYyMDAwu9FWTU0Nubm5sxcNVVRUsHHjxtlfgBYVFdHY2EhXVxcffvghbW1tNDU1ceXKFW7evAlAbW0t09PT9PX1AbB+/XoqKytnvwEUFxfT0NBAZ2cnyWQSgObmZi5dusStW7cA2Lp1K8lkkv7+fgA2bNjA7t1f59lnvw7AtWvXOHXqFMeOHaOwsBCAQ4cOsXfvXmprawFoaWmhsrKSp556CoCzZ8/S19fHgQMHAOjv76elpYXjx4+Tk5PDzMwMhw4dYv/+/VRXVwPwyiuvsHPnTnbuDMbpjTc2MTBQwv79wTj19pZz5swWjh8PxmlyMo8jR5p5/vkEDz8cjFN+/jRPPfUBTzwRjNMvflHN7dsFPPdcME7vvbeaf/zHzbN3dB8dLeDFF5s4eLCbtWtPAG28/HIjjz02MLs50+uv13DnTu7shSbnz1fw5psbZ39pNjxcxEsvNXL4cBfl5RMAvPhiE7t2XeGRR4Jxeu21WvLzp3n66WCc3nlnPW+/XckLL3QBJxgc7ObkyQaOHu2ktDQYpyNHmtmz5xLbtgXjdPr0VsrKkuzeHYxTa+sGEok1s3fWuXatlFOn6jl2rIPCwqnUOG1n796L1NYOp8apjqqq/8uJE22pcdpJX98oBw4kUuNURktLHcePt5OTY5mZMRw6tIP9+3uorr6dGqd6ampG2Lnz6rzH6eTJtdTXz3ecgtfT/MfpMOXlbaHjVFk5zu7d/XeNEwwOFi9gnE7Q1tZGaWkp9fX1dHR0MDUVjNP27du5ePEiw8PBONXV1TE2Nsbly5cBqKqqYtWqVSQSwTiVlZVRV1dHe3s71lqMMezYsYOenh5u3w7Gqb6+npGREa5eDcZpvn3PmbV23m/AutSfq4EeYPtcn//FL37Rxllra+uyHg+wYCN4W9hxT5xojezYcTnupzNaGc95Psde2Fy693HjCOi2NrwnL9oNLowx3wPGrbUn7vc5cV9DTyaTFBQs313Io1vLXthxS0uTC7hbezyfs69PZ7QynvN8jr2wuXTv4y5Wz1tOS76Gbox50BhTkn4f2AlcmO+/FwdXrlyJuoRY2LVLOYVRRm6Uk5+F/FJ0DdBhjOkB/g/whrX2fy1OWZkpvWYuc0uvhcr9KSM3ysnPvH8paq29DNQtYi0iIrIAOm3RQ/psEpnba68ppzDKyI1y8qOG7mF6ejrqEmIhP185hVFGbpSTHzV0D+nzzGVu6fO85f6UkRvl5Cc2Db2iogpjTCRvFRVVUT99EVkUBVndRxZ6peiyGRr6A1GdMzs0ZIDgClAJ9847yimMMnKz+DklibqPLKXY/ISeCSorK6MuIRbefls5hVFGbpSTHzV0D9qcy016zw25P2XkRjn5UUMXEckSaugeiouLoy4hFgYHlVMYZeRGOflZtM25XCxkc66ob7oQxYY+cd2cK57H1nNeGceOZx/RDS6WgG4S7UY39g2njNwoJz9q6B7SN6eQuaVvOiD3p4zcKCc/auhOgosR3n333WW9EEFExIfW0N2ODlgKC6eYnFzOa7Hiuc64sJzi+Zx9fTqjlfGc53PsxX/NaQ1dUvbsuRR1CbGgnMIpIzfKyY8auof0DWhlbsopnDJyo5z8qKGLiGQJNXQPp09vjbqEWFBO4ZSRG+XkRw3dQ1mZTqFyoZzCKSM3ysmPGrqH3bv7oy4hFpRTOGXkRjn5UUMXEckSaugeWls3RF1CLCincMrIjXLyo4buIZFYE3UJsaCcwikjN8rJjxq6h4MH53eV60qjnMIpIzfKyY8auohIllBD93DtWmnUJcSCcgqnjNwoJz/anMvt6BEde6UdN8pj6zmvjGNrcy5JOXasI+oSYkE5hVNGbpSTHzV0D4WFU1GXEAvKKZwycqOc/Kihi4hkCa2hux0dsOTkzDAzs5zfA+O5zriwnOL5nH19OqOV8Zznc+zFf81pDV1S9u69GHUJsaCcwikjN8rJjxq6h9ra4ahLiAXlFE4ZuVFOftTQRUSyhBq6h5aWuqhLiAXlFE4ZuVFOfhbU0I0xTxpj+owx/2yMeWGxispUlZVjUZcQC8opnDJyo5z8zLuhG2Nygf8K7AJqgW8YY2oXq7BM9NRTl6MuIRaUUzhl5EY5+VnIT+hfAv7ZWnvZWvtH4H8AX1mcskRExNe8z0M3xuwBnrTW/sfUx98EGq213/7M5+0D9qU+rAH65l9u5B4CPoq6iBhQTuGUkRvlFPg31to/C/ukvAUcwNzjsT/57mCt/SHwwwUcJ2MYY7pdTu5f6ZRTOGXkRjn5WciSywBw9/2hKoF/WVg5IiIyXwtp6OeBamPMRmPM54CvA79anLJERMTXvJdcrLVTxphvA/8byAVOW2uz/TrdrFg6WgbKKZwycqOcPCzr5lwiIrJ0dKWoiEiWUEMXEckSaugOjDFXjTG/N8a8Z4yZ34buWcgYc9oYc8sYc+Gux1YZY35jjOlP/VkWZY2Z4D45fc8YcyM1p94zxnw5yhozgTFmgzGm1RjzvjHmojHmO6nHNaccqaG7e8Jau03nxH7KGeDJzzz2AvCWtbYaeCv18Up3hj/NCeDvU3Nqm7X218tcUyaaAg5aa/8c+AvgW6ntRDSnHKmhy7xZa88BI595+CvAq6n3XwW+uqxFZaD75CSfYa0dtNYmUu+PAe8D69GccqaG7sYCZ40x76a2MpD7W2OtHYTgBQqsjrieTPZtY8zvUksyWka4izGmCvgzZA4rAAABMElEQVQC0IXmlDM1dDePWmvrCXaW/JYxZnvUBUns/Tfg3wLbgEHgZLTlZA5jTDHwM+A/WWtHo64nTtTQHVhr/yX15y3gFwQ7Tcq9DRlj1gKk/rwVcT0ZyVo7ZK2dttbOAD9CcwoAY0w+QTP/ibX256mHNaccqaGHMMY8aIwpSb8P7AQuzP1VK9qvgGdT7z8L/DLCWjJWukGl7EZzCmOMAX4MvG+t/cFdf6U55UhXioYwxmwi+Kkcgq0S/ru19vsRlpQxjDE/BR4n2OJ0CPhb4H8C/wA8DFwD/spau6J/IXifnB4nWG6xwFVgf3qdeKUyxjQDbwO/B2ZSD/8NwTq65pQDNXQRkSyhJRcRkSyhhi4ikiXU0EVEsoQauohIllBDFxHJEmroIiJZQg1dRCRL/D/r/AMrx2JPTwAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(1)\n",
"plt.clf()\n",
"#plt.xlim(0, len(data))\n",
"plt.ylim(0, 25)\n",
"plt.hist(data, color=\"b\", edgecolor='black', linewidth=1)\n",
"plt.grid(linestyle='--')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"metadata": {
"kernelspec": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3",
...
@@ -16,10 +91,9 @@
...
@@ -16,10 +91,9 @@
"name": "python",
"name": "python",
"nbconvert_exporter": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"pygments_lexer": "ipython3",
"version": "3.6.
3
"
"version": "3.6.
4
"
}
}
},
},
"nbformat": 4,
"nbformat": 4,
"nbformat_minor": 2
"nbformat_minor": 2
}
}
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