{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "from matplotlib import pyplot as plt\n", "import json\n", "import os" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "id_info = json.load(open('./impute_data/id_info_imputed.json'))\n", "id_list = list(id_info.keys())" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "dfs = {}\n", "for id in id_list:\n", " df = pd.read_parquet(f'./impute_data/id_{id}.parquet')\n", " dfs[id] = df" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "id = 380\n", "id = str(id)\n", "df = dfs[id]\n", "info = id_info[id]\n", "downtime = [a['time'] for a in info['sensor_downtime'].values()]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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unarYqHCXjjGriSOVap4l499cZPfeop2H9clS2yk1Ckxh+nrtIZ3TspXDoMeGA/YjSf72n6XadbhIr8zZrhVTxqhNS3MDleX5ONBxvuwwvS5uZzSaNG/rIbvX/9h+WKUVVRrT2z5oIEmLdhxWYVmlzj6xtozxbUy60g8W6eKZ5pFBsZHh+nPHYc3ZkqOPl+zVyofOUm5xub5bm6nE2EglxETq9J6O7526QRJJ2ldntFvd6TBKyqss14Oz7//h4j06t097h41/i3Ye0RML90sJ/e3eK6usbUDYf6xYy3cfVVIL/+voNGPpvgYDJYVllfpq1X6PlBm8x/yUcjTirbzSqJkrMnRq9zY6VlyhvUeKfB6oQtP9vv2QynPydKaH9ueog4qrQdNgV7deVXOfHSks0+TqUQ+/bc5W/icVmnnriGZPX42CUtdHrAaL3BL76UABV4S52Dn29hmrtXjXEX0RH6U/rV5nTTbv8b+WXvjMrkOFmre1dtHOvUeKNGdztg9TVL+cglL9tP6gKquH5GbllWrWhoOqMpozjKXVc4dnHK0tYGUcLdavG7PcasRdtz/P7rUZjZyvMqeoQj9bpdnTsvLNjVZLG5g33Wg0adaGg04buS6dvlgTZ6zSac/P146cQo15cYEW7TysF2dvs/lMSXmVfliXadfr4vxX/9D/fb5Wf2yvf9jtvnzP9zIL9Km39h113OCZlVeqWTuOyUnbVKNszSqwmavdXX957U/dPXOtFu83zz/t6FG/NiNXK/c2PMf4Uas55+v7inXvc/NxGy5k1NzHW7Ls58petPOwNh9s2lQq7nrw6w16+NuNurw6QFbXkl1HtDHTNu8pKK3QD+syVVyn98kFr5nvtz+d/JaXvbVYt32ySruaeQqtyiqjflp/UDkFTWtMP1RQpp/WH1RFlVGlFeY8p8bkr9arymjS+DcX6/ZPV+tLNxdeP1JUrh/XHbRpUPOmb9ce0PO/bNXHS/bpX1+sc+uz1tf5j+sybXrxObMuu0iFVr205zWwMPe8rTm694t1GjftD7fS5i+2ZOXb5WlVVs+7orJKXffecl333nKf9sL6Y/thbWvCvP3uPOfOefl3/evL9fqxei0RZ2uOuGPO5mx9ucq9e61Gc1bq/tjh/Dxf9c5S/bjOdn2V0WUn6eH5GRr61By7fFaqLWNZ23W49pl97X+XadaGgzqYV1L7fNx5pDY9+/K1zdi4Ru49h4s0d4vzMrnRaNLf3l2qmz5coY+X7HXYi/+q/yzVhI9WKrv6e6yLaKU7k4br4pm1vf8/XrpXc6rziZq1YCbNWK2Hv92oOz9bo+vfX6780grtP1asX1woT9d9v+50GM/9Uju6xtlIqYe/3aghT/2mI4X232m/i6O7znn5dz307UY99aNnR+J4Ss2UdvuPOa6nPPyNucxwqQvT/TnKB5uTo3v8nd93aco3G3Ta8/N10et/6s7P1mjl3mON2r91maAuZ+Ukb9h8qFiLdprPs8lk0m+bsrXviPl63Hww3/Keu4rKKvXDukybZ7czy/cc1Qu/bNWBXNtgwrGicr0+b4dmuTF60F2VVUb9/d1luvH7nTpmqA1AztuT1/jypoPivLv1uiW7juil2dvszklj7Mgp1MJt9kFpX6h7Gmrus7rXybIG1nXy9ljpQK+H16jvPNX3/Nsd1bgOoBsO5Lm87l19eWCoC7RZORyl1mQy6deNWTblm8W7zGXJAwXldbb1ZupCG4GSELRy71G7ykZWXqnO+PcCXf/ecq3aZy64nvb8fN34wQr9vrd5GxCtZRwtdtqAed4rv+u2T1bp3erRHqNfmKdbP16lTx0EMXbkFKikvEqnPjdPEz5aqV83Oa5slpRXadGOw1q591i9PWVX7T2m0grztu48pM7+eJP+8ckqp0OXC8sqtXjnEVUZTSqvNGrRjsPKzC1xWJmoqDLqpdnbLBVea+WVxnorr5+vzNCtH6/Sqc/NdTntV72zVNPmbNfwqXNUXt1A9+h3GzVpxmrd/MEKh59pqCHIm5n73iNF2uqgUTyQ7DpUqB055u8w6vl5uvXH3ZpZ1calzx4tKteKzMJ6m6TGvrxQV/1nqfYcblpv9B1H7a9Bk8yVqAtf/1Pj31ysR77doNxi5z1uLp1u3+PXkVHPme/zmSsyGptcGxlHi3XVO0t17iu/O3z/YF6J1me7v/5DldHksJKck1+qNRm5+m6tubF/d51zf6yoXN+vzdQVby+xNFZnHC3WzOUZunT6Yk2asVqTv1ovk8mkpbuO2AQpG+olnpnb+ICFyWTSij1HLQGtuvfX7sNF+nr1fmXmluhwYZlW7j2m//yxW7d9skrnvdK0RvfzXzXn9W8v3KXHvjfnOdaOWV1X/+fmwuvX/neZJs5YpedmNTy3a8bR4iavTWAdeJ/t5DlUY78pShsP1V571mX/f325vsE5wo2S/vKZ7fe6/v3lWpuR6/Qzmw8Gdp55zsu/66r/LNXeI7X31WfL9+nWj1dp1PPzbIa4N1dwrEZNXrwjp1B/e3dpvSMv1mbk2pRBNh/Mr7MOjQtTb9XZpObaddTY764bnTzzXdGcU9odyC2p9zzXdcRq7q1bP16lLVn52nmoUO/+sdsyEqnGV6v2a8MB22D2xsx83frxKp3y7DzLazNXZOhwYZn+2H5Yf/t6h84ud22KpZyCUq3eV1v2G/3CfN3w/grd9dlqlVTYX7s5VoGRKd9s0AWv/qE9h4sclsMOV9cB9kTYjxTeVWd0mslk0h91Gt2Lyip1yrPzdMtHKy0BOGe+WZNZ7/s2AX6ra9ZRGfbiOiODjhSWacUe+/Kxye4/tayv/7ziCs3ceERbIxLqTaM3WHf2kKT91Z26TnnWXE95/petNnlAzRR4e4/YlkeOFZVrxZ6jNufLUT7YEJPJpGW7j+pYUeN7RtfXPuVoTbCvV+9Xjgv50bGici23+o7WZYK6Js1YrUkzVus+NzsiNMa5M7boqneWauaKDP28IUs3fbhCo5433/vnvvK7rnpnqSVwcqS4QisjG54U2WQy6dTn5mnSjNW667PV9W6bV1yhS6cv1mvzdmjkM7b1ucvfXqznf9mqWz9eqaW7jjjZQ9P8trk2T8wPM+edX8R01vXf7tQZ/17QqH06uoRcmWqyRnZ+qa54e4lembNdI5+Z69JzfkdOgb5Yud9hcHnMiwt0zX+X2eX1NY4UlrnUGUySpd1g56FCbT6Yb1Pnb6y84gotd5AH+kpDbdRl1W0brpa/KqqM+nVjluZvzZHRzfNkkrTsQGG9dU9rO8NbasdR14JrdZ9/x4pq62IZkfFupbOiynxOzn/1D1321mIdKihTfmmFluw64rQt54JX/3CaB4ayzNwSp/eqv3IU2PlpfZYmfLTSpizp7N467KADCTyDqbdCzB/bD+tv7y5VVESYtj15ruX14VPnWP6/8UCeBnZqZfl7+spsDTBEqKY6ZTKZtCO7QJ1at1BBaaWqjCa1ahGlPUeK1L1dS5sb/nBhmSqrTA7XBCgxhSnzWKmOa28upBytfsh0aBVrWVPk1OfMGcSMm4cpJjJcMRHh6tU+XgaDQYcLzQ++OVtydMtpx6m0wtx4/9Hivfrb8M42xxrz4kIlxtZWgJfvPqqxVlMP7DtSrKS4SN312RrNtepxu/7Rs7XDSa+YSTNW67fN2ZowqpuuGdFZOQVl6t0+QUeLyhVTUqlESZsjkhSZW6EeMhf+ckvNBYO5W3J006ndVFJeZT4H1fu8+p0lWrs/TxNGdVPG0WL9bNUT6IHzeuqKoZ0sU7WMfn6+DuSW6JU52x3ODT93d75Gm6Tth0t0QqrtWiALt5krphVVJlVWGd2eRuyJHzbpiYv66IvqHqUN9V6psedwkZJa1P4O3gyCn/b8fEnSmofP8supFpypKRNVVBktFY3lD46xBKd+NybqShf2M+q5eSosq9RtLfvolqKtiq40an9OgY5vZy7AWfe2232kSF3axCm3uFyFZZU2c18eDIvV/A2HdVxptAZ1bqXwMPsndc1L1teYySRVWRXwPli8Vx8s3qvdU89zWCiwnjrIZDJp25ESdTEZVPeXK68OTP6x/bAu6t9BmXklNoWHLVn56tEuXmEO0unIHquGhC1Z+ereLt7mO46Yaq58zg1vqW5VtYUvo8mkbVbHMplM2ppdoOPbtlREeJimL9jpcGG1oU/PsXvNaDRp/7ESJcZGasATs+3er8kHa3y7JlOjure1CwoU1JlGymg0aVtObSPZzkOFGtyllWIiw3Uwr0SR4WE6VFCmHinm77wjp1AdW8UqJtJ+Wpy5W3J04wcrFBsZrq8nnqxzXjYHltY8fJZ5KpYX5lu2NRhsG2kPF5Zp9+EidW0TZ7dfV2RXjzz7cPEey/+t1W0ILa2oUlmF0fx7tGupZBfWlPphXaYeOr+3zWt1L9Oa32HZA2e6PPVJxtFiJcRGWp4/B62CVQ3lf6eU9ZNmbNHiG/oo2WTQq8tsGyTr9pZcseeo2pWWqWbSRWf733QwX/3SkxpM+7bsAnWvnnJxa3aB3b0h+W/Prd2Hi9S5tfl6W1A9RVF5pbHZFr03mUzanlOoLq3tr/mGAppbsvJ14evmgfV7nhmnnIJSu0DuoYIyZReWy/EES7VKrRrUt2UXaG1GrmXfvrIlK19pTVg3riGe6mG5cNuhensS18wT74h1w9fXqw/o69WuLRxu3fFl6FPmZ8UrV/S3merqmzWZDoMP1uV4yRwQGF2dLy978EzFR9eWvVbtPabu6ZFaHtlwx4sf1tUfCPl2TaaGdW2tI0WNq6xbB84ayhP3HinWrkOF6tbWnC+d8uw8h0GjjxbvVXmlscEGhH6P/2r+T5uxWluxUJ6cCHZ3eEu1K6+Ss6feO7/X38D1xvydemP+Tu15Zpylw0xdVUaTpczw+IUn6i/90mwCQbus8sGG/LIxW7d+vFKt46K08qGzJJmDyRlHi3W8S3sw13Mqqoza5qCTUr6D6Xg+XrJPHy9peIT+qOfnqaC0Uk9e1Ed/G97ZUg743/IMTTy9NnUmk0kLqu/ZH9Yd1GtX1b/forJK5RSUNVg2qagyatehIvVIMddxK40mrTfWfqa+oMyeI0Xq1LqFTv7vBpW1PkMfFSzWqWXOR+N9s+aApUPKb5tzzHXunEJ1bh2nqIjaulpxeaVW1NNAvy279jmzJiNXiS0iHT7DnamsMmrHoUKdkBLv9DlvHSAwSKqQQfckDXVp/+7Izi/Vkl1H1D/SqJqSV02Zu118jIrKKlVWaVRBaYVdUOWqd5bqi+ppqLZmF6h9QqxyS8ot90VJeZXGvFhbhrSuT1s/S7ZkFVjWA5HMnYWS46I0YupclVcZ9clNwzTyePv8tLCsUtuzC5SSEKPnf9nq8FnwwHk9NWHUcdqRU6COrVo4LIObv7Pt31VGU20eVo/CskodKSyT0WTuWFRsNZr2WEmlWtXzWWs1bSV1p4w9YhVc3ZFTaKmvSlJOWLSsJ2p8aF6GZm46ogGdkvT1bSPrPd7BvBI9+/MWy/Pu0Qtqy+iVLvT1frdFdz35xTa1ablXC+4dbbnXa67t1nHRMppMSpGUZ4jUmW3PlT7arGUPptlNvVleaVRURJj2HytWy+ja5tOlu47q/JPSNHHGKstr4Q08yXYfK1VK60q1iIrQwbwSTZqx2qZD7JasfD30zQbtOVKsK4ak659n9VBKnTpHTT4/e1O2TR7oz+rmo01VLoP2RMSru8kkg8zPq5OfcdwB2FImrzLatSv4mqNTscRBcDvMYLC0q5hMtUHl695b7sXUhTYCJUHKZDLpUGGZXUZf0yPO+iF2tIHeQ39mFKh/uwu1I/cHSdLH6w7rofmrNaRLK0svhqFdkrVsz1E9f8lJunRwukwmkw7mlVoyrI2PjVVcdIRKK6pUXmVUgqTzyk/U7g836fYzyvXq3B02x1w5ZYxat6ydi/iqd5Za/v/geb1086hulr+PFZXbfIet2QV2U9ZItotyWTfg7j1SpNOen6/wMINdr46+jzougMzdkmMp9L+9cJclop8cF2VJywWJw/R9bCdpVo6ei+2iy0r2WD5fc/hx037XrsNFeiGytc4uq9La6t7GjnoIPP3TFj390xYte/BMtYuPsWkkc9T48/mmI/qhoqu+/mSz7jizUjee0tUmWFTj9k9X66XL+ys7v1RpSbENXg+S9NGSvXrioj4O37OeZsdgMP/dLj5Gmw/m2zX27M8vV5XRJGezlR8rKldcdIRN5aAhdQuSB/NKVV5ldHmRVWt5xRWKjgxzWmj1lLpTEx0qKFOEVWVmyFO/Wf5f8/Uqq4zKK6mwuU9KyqtUYTQqISbSMhT7jZa99EbLXuo9c6s2HSrRf68brDN6pmiMVW+v0upCc//HzRXuP64/UR0l5RkiNKLdedKcfdKcfTrnxFRN//sgu/TXNHTYrqFgcthz+L0/9+iGU7pqa1aBurWNU6SDIN0Hi/foyaMlOjWsuz5ycL4k89oS57yyUHuPFFvmhJfMPSnvOON4/X1EF7WOi3IYMMkrrlBii0jlFJTaXC/nvPy7rhzaSbeNPk6JLSJtGhnXR7ZSt/LafOW5PzM1fWW2rju5i/7v7B76cPFePf/LVg3tkqyZt45wOLLNmVs/dj7KzVlPM0f7f+HXbbpt9PE6UlSutvHR+ufMNfrWqkHtke826oPFe/TNxJGWAJAk3X1WD3VsFau7Z65Vr/YJ+vnOU+32ffun5p6NJRVVliCJZB6lUtzCtqHKUQeo01+Yr5m3jFCXNi1kNEoR4Qab362uknLzs8I6z3IUJJHsn2F/ee0Pm0YCVxYZb2ixWet7dFt2oY4VV+iE1Pp7jWUcLbYEV5ZMPlP5pRU2ay5UGU3KOFqsdgnRio6ozWMOFZSptdVJ3Ha0VP8oG6DiDfX3Cr1kunlKlgWKVWc5nzbgaFG5JUCeV1Kh6IgwRUeEKSu/1OZcnv3SQj391746Ulimf8/epssGd9Rzl/SzpLFNS9vqhtFocjlA6Qk5BaVq2zLaYYXLZKp99lirOyKoJqiW2KJOxb+wTImxkU47ETTUwfW7tZm687M1Gt4tucHvUDeNq/bm2vy957D9833t/jwNezdPmwzhqm+pbeup/X7bnGPTA9hXahaw9par3nE8naG/Kyqr1C8b7Z8Dd362xqY80BjDnp5jc80+9O1GfZAco6rohkJt0s8b7AMl+6xGNczelN3g6Lj6ZOaVaN+RYqUlxdgs5l7qZGrBM/69QB/eMFSjerR1GCSRpC9X7Xd7arhDivJYoGS94nVB2zPU5oONWvGw4zVq6o6wOFJU5nCEeJXRpM+W2Y6gPVJYpvAwg800Yg9/u1EP15nWrKzCedCwJu+vKd/+Wv1ssm70vOLtJVq9L1dvntdV5zrci71/fLzS4/lMzZoHU77ZoAv7165Dtu9osaqMJh0pMtd337VaT1KqLettzMxTtzYtLeVjk8mkw4XlGjftd+UUlOmbiSPV30nngUNFFfrH20u0Yu8xPXpBb103sqvu+Hm3firv7XB7ybbcVlBaqZyCUpVVT3m4ILKdTpX52iytqFJZpbmcU1Om/2Gt7f32/bqDuuPT1RrWNVn/u8Xc4H+ooEwXvf6ny1NLTf15i6b+vEVXDetksxZOeaVRRWWVMkmKj4mwlMePFJbp4e826sd1BzVlXC/ddKq5zl03CJ1pNeLJIJOKDfZ1pZpnbHmVUW1aRjXYQOro/Z83ZOnnDVlqExuhFZLyyir18XzHnZHOqLN+0sq9x/Ttmkxl5pXYjBz+4IahGnlca7sRd9bP5IutnlUl5ZWWMsfGzHyd/6rtSOmF2w5p5PFtVGU06VhxuaV8O2LqnAbX7Ji+YJe6tmmpmz9cochwg7Y/dZ5+bmCkniSXpxEc/vQcp9O4DXh7nfa4sI/dh4ssHaLqdni7yKrzxV9es+2IsSqytc6RuXydZ4jUzE3mcuzqfbn6ZWOWTadVa3klFTb1FEn6clVtkMnYwHV0WJF6snrdqsOFZTrxkV8kST/cfore+X2XTd1o8239dUrb8yx/D31qTvV3rN3fNf9dqmlXDLDp4V+TzvrklVUquqLKks+uMcbpog83KSVhp2bffZrdd5Skv7+7zPL/z5Zn6LPlGdr0+Fi1iLJvtjXJXKZPiImQwWCwjJ5JjI2U0SQVuREIq8/hwjK1qqe9pkZ5pVHZ+aVq0zLabi26f3y8Sr9tzrYEvBsrzxCp6EqTbmp1qv6ITtG/txzV+LQ0/f0/y5x+5stVB3TP52t1aqd4p+0K7nLW1lqfnKIKtavzmqMr2VGRz/qlt6tS9bd6OmLAMwiUBKkHvl6vT5dl6LWrBuj8k5wvbrs1q0BjX7btjXu0qMJuqF+lwVx42h/WQg/NNxfYrYd61owoeH/RHl00oINemr1Nb8yvrQRk5ZcqvVULDXxitorLq7ThH/2022TOWOoGSSRzQ9QIJ41or87drhtO6Wr5e3tOoQbW6YXdUA84Y/XUVpHhBs2v7m3qztBXRz2jJNsGu+9jaxdT/7DF8Sq1KkDWzCtaM7f1PRXdpOmuTRkz9Kk5uvusHjav1e1xLkmzduZKMvdumTZnu6bN2W4JQFnPeWgugM5y6dg2+99w0KbnTnmlUe/8vsum4PrfP3frse836Z6ze1hG/Fh7d3WOluwv0I91XjeZTMo4WqJRz89Tp+QW+u3u02yCJSaTSRVVJocBlLpzI89Yuk8fLdmrxy88UZcM6qgwg0ExkeEOh7NWVBkVbjAoLMygvOIK9Xv8V8XHRGj9o2NVVFapuGj7LLOml4n135HhBrvCfk2aVWVUpMw9r6Ikfb4iQ/da9Uabv/WQptYzpU5V9aPyr28s0voDefr5zlPVq7152oiTHvtFFVUmrX34bLvPbTpkrlB9vmK/zuiZYlPB+ccnq2wak095b6P2SNoTZjstx6yNWfptU7bdQrHOyquOXn/8h006VFimN6vzhz3PjLMJ3Eq16wr9bkxUeZVRxooqRYQZZH2L7jlSZNmubq/RaXN3aNrcHTq3T6re/NsguyHe/R7/VVPG9dKTP25Wt7a2xYxPl+1rMMhRKYOmrzQ3DL2/aI/NVHrL9hzV92sz7Raf3JFdqNOdLB7tLEgiSVc6WcNkhZO5vf/xyUr9sjFbU8b1sqkI1Nh1qMgusPri7G2W/zub6rDYyXoOD327weV5xi+rM7f6pzcP1/BuyaqoMikizKCySqOiI8IUFmbQBa/9oSOFZZp3z2iX9m3NOkhSo748QzIvCv/16v366wBzo1bda7Kmd7ck/e1dc+D+1tOO011justgMAcLoyLCbO5/67UJ6vb2rnHqc/MUExmmLU+cq/JKo1bsPaqr3lmq0Z1rp4K59psdUoPVk1pLDUnqLNk8c6w9/8tWfbvmgP43YYQGPDFbMZFhunhgR81Yan/d/+ePXZapeGau2K/nLumn2ZuydfOHKzSub3v1S69tWrzjs9V67aqBdvsorzIq0mQ7qrFuvmmzvZM81PozHyzao0e+26jbzzhe/3f2CXb7eH3eDq3Ye0z/Oqenzet1FyAfPnWOcosrbEYe7jxUqDP/vUAnpiXo69tG2qWzymiqt7xQXmnUx0v2SpKW7Krtceto+pChT83RExee6HRf5jQ7b+w8GBZrGZHqSH3TrAUrf5qGxB01DTmOVDZhahbJcWBvx9FSKaLhKUK2OJiOz9naWo1RUFqpUc/PU8/UeJs1xOrrtHPNf5dpzcNneSwNnvZTWFtJ0uFix3WFvUeKdKzOguf/+nK9w20vev1Pra8zlcigJ39zuG1dt3680qZsV17dm7agrEr9HvtVsZHh2vzEOXbPuxqr9+VKkj7beMQSKKnJhyurjDIYbDuYGQzyejB2Z52p4Z74YZPeX7RH951zgt0Umv0e/1Xt4qNtpqXb8NhYPfj1epvy0UWv/6ndU88zlxGsPr86Mll//U/t7/Lo95t03ciu+mlHbr1ptJ7qx7qnuWRu2CyvLv/X1IlXThmj695brvUH8tSqTtD+o8V7JNWuPbls91G7spSrZizdp4fP762IMIMiwsN0xr/nW8qqZ/Zsp3evG2LXLvDG/J26ZkQXRYYbdH6dtcvqrvHkyMnPzLXcyxf1T9PLVwywe8aXmwzmMkID+zpcUqlnwjtq+nTnI3jmOliH7aMle+06SVz7X8eNqkOfmqN/X9pPlUajzX330Lcb9dC3G3XtiM76YPFep8e/7K3FWrn3mL6bNFIndUxyaWHzo0XluvlD83SWFVUmjZg6R8e3s58W0SSTzb26vZ7Rqdb1WVfWuqmrXLa/yexNtZ187p65Vi9d3t+8XQNr5e2MSJB0SHmKUL+Ui2zem7k8Q2NPTLXsw7qs5WhK6Lr5YH02G+zPn2TuxFK3bpRTVKGCMNuOP7d/ulrDutVOlbdk11GHa9Z+tzZTJ6bZTt1YXt1mdjgsWoOnr1N89CatfOgsRUn6scrceSY7v0x7HXSCcSYnv0ydW4fb1WM2HsjTwCdm68S0BEVHhGlVdZ49sFOSjhSVa++RYi0Ki5XzlsCGrdp3TBe/sUjDO7bUZw1sO/jJ2ZY2srqd1H6rXvf43T921xsoqXmmhFfP1mCdLxcZzNdR1FeZKq/u6PHBmkMaf0b9s5u8v8gcRP99n+emF378h0167889evzCE3XFkE4NduqdFtdLL/5nve4dW24ZBVReaXTYVuIoYGxe9N18bqZWpmvqm2u18+kOTf4ecI5ASZD6tLr30Yu/bnMaKLn7f2ssc95ae+m3bXrpt20OPiHNjqk/q92Yma8hT/2m3DoVgG9XH9A0q4DIvxfXP2dx3SlkrOWXVuqcOsGdut6cv7Pe979bm1lvQccbHk6obUBqYp3XpmHTHa5Wrlxx68e2hf8eU36226amIfuFX7fp3rH2jVmStPFQid5rcbyur6rtMXfbJ6ss047tO1qsHlN+1kc3DtWp3c2VzwkfrdSCbYe0ZPKZdpWK/5u5VrPvPs3y90fVDVbWve1uPc2+aam0okrDp85Rp+QW+m7SKVp3IFdSdSX+uXnad7RYVw3rpKcu6mN5gO05XKTRL8zXlUPTNfXik5SdX6oRU+fo3L7t9dqVAyTVPuyufW957TQeqZdKkj7dX6Anf9pjk47FDcwl/KuxlT5ae8hSYPxy5X49OK6XDAaDpRGwvqHYrgYEH4nvr4ur7CtBr8/foTG9U/Tir7UV0prH+Z2/7Knd0OS8R7v1/ZlTUGrTCF1Xj9fWOHw9w4V5ZH/ekKWKKqNOmGIfCHyyuidW3fnYG1JpCNPITpfUu03N6AtrX68+YDMSzlWuTmtXo6ZH8pNNXLDWUc9WRxq7GKskXemg53ffDon6btJIy/RENaOcmsJkMunWj1dq7pYcLZ58pj5wskbUP/+3Vqf1aKefNxzUg19vULyDwKi16Qt2arpVr+DnLzlJD36zQacc30bvXjtY933p2hzppRVGdbnfHC7u3No8PmB+E9YGq7nDz2oz1uk227ILLVO2lFYYHQZJJPv7Y+6WbE2bs12S9OP6gzbrE/yw7qBevdJ89Jp7v8gQruFvr1evDvs0s7o37IYDeTr/1T80YVQ3PXBeL5msgijF5ZUa9vQc9UpN0Mzq6TIk8+LhN36wwtKj95HvzHn5q3N3OAyU1AQSn521RWdbBXYf/2GTzXY1ZZXVGbka3aOtDAaDpRK9MTNfPab8rK9vO1kDqqcjNZlMOveVhTroZA2zez5fqy9W7ldKgn1Hj7+/u8zh6Kaa72JJu9U9/+b8nXp2Vv1r0dQwyTbPPcS8xfCAXU1cw8xVW9xcU84TzwZrnhoLV2Ey6M3wLjavmeoEin92Y4FtdxoH67Mjp0BjXluja8I76fzD5vJTSUWVpv60WW8t3KWeViMk63YkMskcbFu6v0BXvLJKd43prs+WZditd+Tp9YfqnjfJtve6JEtHFWfrjOXUGS163iu/a5+DUfhdJ/+k6IgwLb2xj5KqX3szrqfddjVB8PrUV9daE9FKPVIv0W1/HrB0QLHevm4Are5I2vf+tB01Y63md6tv1EbPh2YpMtygLU+ca9OhZ86WHFUZTQ46T5brhId+1vknpWlrA+tOHjbYPvdenL3NJuD5zZpMPXFRHw19ao4Gdk7SJzcNV2F5lYaVDdBJX23Xp5PS9P3a+tsHple1r/d9Z+p2oqtPfWvdOW07MEifLN1rKRO/tXCXTquus7rrYF6pwzLGJ0v32cywUZ/uD/6s/ulJ+mZi/dNbOVKsMA1rd6F6frFNn9+RprtnrtFXVqM5vl59QC9d3l+r9x1rcITop7HdNNF0SPMN9uvzHMgt0XdrM3VHdZ3ph9tPsUxv5q2puV1d0+OHdQftOt3e9KHjtdnqdm68vrNtOa+grFI9pvysZ8/spHeqakfQ/Leee9mRCR+t1LwtOVrywJmW12o6UWysEwisCZhI0vzoVF2lxtUpisurLCOrluyvf9rYl5cctOlIbDSaLEEA63XOTCaTTd5u/X+j0aQz/j1fVUaTFtx7uiZ+Yh6FsviGPmoraXtUkiSp3Co+Z5TJ6VouNfu2fjZ9E9NJF8m9ck1N+dr6OO/9uUdSbfvS+kfPVnz1tHR1n10ZYS30Yrx5Jpbnf9mqiacfr982ZeumD1fYjJKs4Th4Yv9aoQuBWDQegZIgtGqf44Yrk8mk/1gNS3YUJGlIhAsLqtUNkkiyCZJI0ntrnM/7LJkfBtH1RGbr60XhiroFUW/bHW7bs2HZ7qMN9sIINvUt7P5YwgBdf6w2UOKoEnnP52u19IExkmoXQR74xGy1jovSPVZBmO05hQ1WZKY7WFRy9b5c5RZXKLc4T2/M32FT6aqpVM1Yuk8/rz+oe8aeoKuHddZb1QWuT5dlKMxg0CfVjY0/rjuoH9cdVFxUuIZ2TdZ71w91ONf5pJ92K6/E/YdczaguSdpxqFBDnpojV4uVv27KVn8HgZR+j9m+9kFcd51V4Pw+tb6na57dC60ad5/+aXO9UyvVqC9I4gndH7QP4DXFVaMmKjuivsluHMsrqXDaGO2P3Jk6zJPWH8hT18k/eXSf1vv7ZvUBh6MYa1iPTixwsxdezciwuVtyNLiRQem6C/U2xr8ieikrqVQHwj0/KPuuz9aoU2vn13/Nub60d2t9Xh0QVnmVllX3hr3909WWhpC3F+7S/mPF+ml9li7sn6ZXrhigEVPnqqC00i5AWBN8rOnR62nXv7dcrVpEqlVclF1w6OmfNuvzW0+WZG4sdDRiqcYXK81TqjibJs6RurFr67JZQ0GSmv6exQrTuDbnaMSc2vv2DgcBWwCOGTzUNLfHZFvueez7jfptc7Z+vONUJcREaurPm/XWguZbgPfthTu1bPcxS2/eD6tSdJ5VXa6mHGsdqBry1BxZzzq4cG++umqI9KU5SP7yb9sdHmudhxfRPf/VPxyu89QUjoIkNcoqjZq1I1dXVP9d5SDwM+WbDU06/soIc4/yN1a4Nl2ddXpnVU9B5UzN8/f0E+pvoK+oMinTwbRdrzjpJGkyqcEAhiR9EdXJ5u+aThXWnv5pi0oqqvTnjiN65bft1R0zw7V4f6Fl9Iw3uLEefKOEGQx68Ovaa2PO5myXRty4w939rWnkiNKlhlYqCIvU8kxzWcg6SGLNlam/9kfESRXS92H2I+q3ZBXYlFOe/2WrPrjBM2vcFLjRxOlOEK0p/jXHtl7l6tplknlEck3bh7v1i4bHajnnzkLhLy+1vT67PeC4LpdTUKaTn5mrSwenq6S8Uj9vyNKPt5+qxBaR+ufMNZZ60HFWn/9m61HdLCnMwY28IafELoBeY/CTv+mly/vbdDi4K2mYLqpwvJaJI+Uy6C+tz1L2W2t1rHSV0+0WbjuscSe1V5XRpIvfXKS2LaP1n7PNIz7ejbbtKLkpM99Sr3E0+4N1YOfLlfs1flBHlTloN/xsue019cDX622mV0TTECgJQhM+XGn5/36rgpAra080JKyZHiaSHGYIgaoozH5tEEcjMIKZoweBtQJFaFDKOJW/4vghVFph1IWv/2lXAThSVK7JX9lOWeBuReajJXv1kNVnnPVMk8xBtge/3qArh3SyaUz+xEEjeFF5leZtPaRKJ1OnHGlEkKSumqnj3OEomOlontUpLU6ye81kktbtz7V5zVHvNUeLzQaDZW0bt2jegdwSPfC146k1mltDvT673P+jLh4QnMN5mzrSxlVHPPC8bYqXkgd4Zb81PYsb8vkm+5FxZ724wK6Tw0/rzY0+367J1I6cQpt8aPybi1RYWqntOQVNHoXpyNkv2facPVZc0ahOFA9/u0E7DxXqwxuGeSppLvs8tovuV6Z6R46WJO3ecLj+DwBwyFurK9X0Oj3p0V/15tUDmzVIIpkbputqKD91p3HMmqen+tuYmW/XU9rb7p+zT1dIejS2j+Y0MItCc7v145UNbyRpngv1AkedYep2avQG6+PWnb3ioTpr7HhKY69ndxypcwxH0037wucrMhreqB7P/+K4s0ZRWaXTKYAb60iR+RzWnZK6MdzJz0d/sKnhjXzsDKt1Rd31YOIgXVkxV66u9poh99d0XRFpP2LImeLyKhWXV9kEUu//al29QeCnfj+gmRFDdVELx+0zax1MiyaZ62LXOJlmz1VLDK20JSJJKnU8BXWNiTNW6WBeLw3s3MryLOyyOVs3xPdTdpjtOT1v2u8O9mCuJ/3f2T1sRo/83+drnY5yqzuaacbSfQRKPMj1FZLddODAAf3tb39T69atFRsbq759+2rFitohayaTSQ8//LDat2+v2NhYjRkzRtu3O+6hAtdVVhltCgTllUbtyClQl/t/9Mi0S80ZKEFo+TCmi8qdzKkvmRvy12bkOu3J1hQPNaKHmLOeEo40tHihvypx8HscKy63W6xvb16prih3PLUa/M+inQ03pjZmxCGCX0FpZaNHQzY0ErRug9jKvce0Nds+SJJfZ2rO2z9dXe90lM7WAKo7JYszRwrrD3p9uHiv/txxxKb3W3N5q2VPHZZ9Rww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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "df['DATA_AS_OF'] = pd.to_datetime(df['DATA_AS_OF'])# highlight the gap where two consecutive DATA_AS_OF are more than 10 minutes apart\n", "# missing_hours = 0.25\n", "plt.figure(figsize=(20, 10))\n", "plt.subplot(3, 1, 1)\n", "plt.plot(df['DATA_AS_OF'], df['SPEED'])\n", "plt.plot(df['DATA_AS_OF'][df['DATA_AS_OF'].diff().dt.total_seconds() > 300], df['SPEED'][df['DATA_AS_OF'].diff().dt.total_seconds() > 300], 'ro')\n", "\n", "for i in range(len(downtime)):\n", " # convert downtime[i][0] to datetime\n", " downtime0 = pd.to_datetime(downtime[i][0])\n", " downtime1 = pd.to_datetime(downtime[i][1])\n", " # draw red shade for downtime\n", " plt.axvspan(downtime0, downtime1, color='red', alpha=0.5)\n", "\n", "plt.subplot(3, 1, 2)\n", "a = df[240000:250000]\n", "plt.plot(a['DATA_AS_OF'], a['SPEED'])\n", "\n", "plt.subplot(3, 1, 3)\n", "b = df[240000:242000]\n", "plt.plot(b['DATA_AS_OF'], b['SPEED'])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "262 0\n", "204 0\n", "106 0\n", "184 0\n", "3 0\n", "217 0\n", "221 0\n", "1 0\n", "4 0\n", "149 0\n", "150 0\n", "223 0\n", "145 0\n", "208 0\n", "207 0\n", "332 0\n", "169 0\n", "170 0\n", "171 0\n", "315 0\n", "325 0\n", "330 0\n", "345 0\n", "344 0\n", "191 0\n", "213 0\n", "399 0\n", "395 0\n", "410 0\n", "347 0\n", "141 0\n", "140 0\n", "398 0\n", "202 0\n", "168 0\n", "298 0\n", "451 0\n", "417 0\n", "416 0\n", "411 0\n", "264 0\n", "263 0\n", "190 0\n", "212 0\n", "318 0\n", "211 0\n", "319 0\n", "311 0\n", "419 0\n", "418 0\n", "387 0\n", "385 0\n", "390 0\n", "388 0\n", "434 0\n", "430 0\n", "431 0\n", "433 0\n", "412 0\n", "413 0\n", "258 0\n", "259 0\n", "394 0\n", "261 0\n", "154 0\n", "155 0\n", "153 0\n", "453 0\n", "428 0\n", "129 0\n", "126 0\n", "295 0\n", "338 0\n", "427 0\n", "142 0\n", "185 0\n", "426 0\n", "425 0\n", "178 0\n", "422 0\n", "423 0\n", "424 0\n", "165 0\n", "177 0\n", "172 0\n", "167 0\n", "257 0\n", "222 0\n", "215 0\n", "265 0\n", "380 0\n", "119 0\n", "137 0\n", "124 0\n", "205 0\n", "439 0\n", "206 0\n", "405 0\n", "376 0\n", "375 0\n", "381 0\n", "377 0\n", "378 0\n", "435 0\n", "384 0\n", "441 0\n", "436 0\n", "437 0\n", "148 0\n", "157 0\n" ] } ], "source": [ "for id in id_list:\n", " # check the nan\n", " df = dfs[id]\n", " print(id, df['SPEED'].isna().sum())" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "262 2022-08-11 11:30:00\n", "204 2022-10-22 06:35:00\n", "106 2022-10-22 06:35:00\n", "184 2022-10-22 06:35:00\n", "3 2022-10-22 06:35:00\n", "217 2022-10-22 06:35:00\n", "221 2022-10-22 06:35:00\n", "1 2022-10-22 06:35:00\n", "4 2022-10-22 06:35:00\n", "149 2022-10-22 06:35:00\n", "150 2022-10-22 06:35:00\n", "223 2022-10-22 06:35:00\n", "145 2022-10-22 06:35:00\n", "208 2022-10-22 06:35:00\n", "207 2022-10-22 06:35:00\n", "332 2022-10-22 06:35:00\n", "169 2022-10-22 06:35:00\n", "170 2022-10-22 06:35:00\n", "171 2022-10-22 06:35:00\n", "315 2022-10-22 06:35:00\n", "325 2022-10-22 06:35:00\n", "330 2022-10-22 06:35:00\n", "345 2022-10-22 06:35:00\n", "344 2022-10-22 06:35:00\n", "191 2022-10-22 06:35:00\n", "213 2022-10-22 06:35:00\n", "399 2022-10-22 06:35:00\n", "395 2022-10-22 06:35:00\n", "410 2021-10-29 16:55:00\n", "347 2022-10-22 06:35:00\n", "141 2022-10-22 06:35:00\n", "140 2022-10-22 06:35:00\n", "398 2022-10-22 06:35:00\n", "202 2022-10-22 06:35:00\n", "168 2022-10-22 06:35:00\n", "298 2022-10-22 06:35:00\n", "451 2022-10-22 06:35:00\n", "417 2022-10-22 06:35:00\n", "416 2021-10-29 16:55:00\n", "411 2022-10-22 06:35:00\n", "264 2021-10-29 16:55:00\n", "263 2021-10-29 16:55:00\n", "190 2022-10-22 06:35:00\n", "212 2022-10-22 06:35:00\n", "318 2022-10-22 06:35:00\n", "211 2022-10-22 06:35:00\n", "319 2022-10-22 06:35:00\n", "311 2022-10-22 06:35:00\n", "419 2021-10-29 16:55:00\n", "418 2021-10-29 16:55:00\n", "387 2022-10-22 06:35:00\n", "385 2022-10-22 06:35:00\n", "390 2022-10-22 06:35:00\n", "388 2022-10-22 06:35:00\n", "434 2022-10-22 06:35:00\n", "430 2022-10-22 06:35:00\n", "431 2022-10-22 06:35:00\n", "433 2022-10-22 06:35:00\n", "412 2021-10-29 16:55:00\n", "413 2021-10-29 16:55:00\n", "258 2022-10-22 06:35:00\n", "259 2022-10-22 06:35:00\n", "394 2022-10-22 06:35:00\n", "261 2022-10-22 06:35:00\n", "154 2022-10-22 06:35:00\n", "155 2022-10-22 06:35:00\n", "153 2022-10-22 06:35:00\n", "453 2022-10-22 06:35:00\n", "428 2022-10-22 06:35:00\n", "129 2022-10-22 06:35:00\n", "126 2022-10-22 06:35:00\n", "295 2022-10-22 06:35:00\n", "338 2022-10-22 06:35:00\n", "427 2022-10-22 06:35:00\n", "142 2022-10-22 06:35:00\n", "185 2022-10-22 06:35:00\n", "426 2022-10-22 06:35:00\n", "425 2022-10-22 06:35:00\n", "178 2022-10-22 06:35:00\n", "422 2022-10-22 06:35:00\n", "423 2022-10-22 06:35:00\n", "424 2022-10-22 06:35:00\n", "165 2022-10-22 06:35:00\n", "177 2022-10-22 06:35:00\n", "172 2022-10-22 06:35:00\n", "167 2022-10-22 06:35:00\n", "257 2022-08-11 11:30:00\n", "222 2022-10-22 06:35:00\n", "215 2022-10-22 06:35:00\n", "265 2022-10-22 06:35:00\n", "380 2021-10-29 16:55:00\n", "119 2022-10-22 06:35:00\n", "137 2022-10-22 06:35:00\n", "124 2022-10-22 06:35:00\n", "205 2022-10-22 06:35:00\n", "439 2022-10-22 06:35:00\n", "206 2022-10-22 06:35:00\n", "405 2022-10-22 06:35:00\n", "376 2022-10-22 06:35:00\n", "375 2022-10-22 06:35:00\n", "381 2022-10-22 06:35:00\n", "377 2022-10-22 06:35:00\n", "378 2022-10-22 06:35:00\n", "435 2022-10-22 06:35:00\n", "384 2022-10-22 06:35:00\n", "441 2022-10-22 06:35:00\n", "436 2022-10-22 06:35:00\n", "437 2022-10-22 06:35:00\n", "148 2022-10-22 06:35:00\n", "157 2022-10-22 06:35:00\n" ] } ], "source": [ "# check the enddate of each id\n", "for id in id_list:\n", " df = dfs[id]\n", " print(id, df['DATA_AS_OF'].iloc[-1])" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "110" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(dfs)" ] } ], "metadata": { "kernelspec": { "display_name": "uni2ts", "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": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 2 }