From 4c7415f091030542699d436e2c56bfd7d57e4300 Mon Sep 17 00:00:00 2001 From: amyheather Date: Fri, 4 Oct 2024 16:07:52 +0100 Subject: [PATCH] chore(images): :art: correct call time in diagram --- content/04_111_model.ipynb | 964 +++++++++++++++++---------------- content/05_basic_results.ipynb | 2 +- img/callcentre.drawio | 38 +- img/callcentre.png | Bin 43505 -> 46438 bytes img/callcentre_waittime.drawio | 40 +- img/callcentre_waittime.png | Bin 55250 -> 56590 bytes 6 files changed, 531 insertions(+), 513 deletions(-) diff --git a/content/04_111_model.ipynb b/content/04_111_model.ipynb index 5b67fe2..06c73db 100644 --- a/content/04_111_model.ipynb +++ b/content/04_111_model.ipynb @@ -216,478 +216,496 @@ "name": "stdout", "output_type": "stream", "text": [ - "call arrives at: 0.118\n", - "operator answered call 1 at 0.118\n", - "call arrives at: 0.614\n", - "operator answered call 2 at 0.614\n", - "call arrives at: 1.317\n", - "operator answered call 3 at 1.317\n", - "call arrives at: 2.104\n", - "operator answered call 4 at 2.104\n", - "call arrives at: 2.737\n", - "operator answered call 5 at 2.737\n", - "call arrives at: 3.644\n", - "operator answered call 6 at 3.644\n", - "call arrives at: 3.868\n", - "operator answered call 7 at 3.868\n", - "call arrives at: 5.352\n", - "operator answered call 8 at 5.352\n", - "call arrives at: 5.840\n", - "operator answered call 9 at 5.840\n", - "call arrives at: 6.178\n", - "operator answered call 10 at 6.178\n", - "call arrives at: 6.197\n", - "operator answered call 11 at 6.197\n", - "call arrives at: 6.840\n", - "operator answered call 12 at 6.840\n", - "call 1 ended 7.194; waiting time was 0.000\n", - "call 3 ended 7.692; waiting time was 0.000\n", - "call 2 ended 7.901; waiting time was 0.000\n", - "call arrives at: 8.351\n", - "operator answered call 13 at 8.351\n", - "call arrives at: 8.580\n", - "operator answered call 14 at 8.580\n", - "call arrives at: 8.604\n", - "operator answered call 15 at 8.604\n", - "call 4 ended 9.268; waiting time was 0.000\n", - "call 5 ended 9.818; waiting time was 0.000\n", - "call arrives at: 10.418\n", - "operator answered call 16 at 10.418\n", - "call 6 ended 10.434; waiting time was 0.000\n", - "call arrives at: 10.582\n", - "operator answered call 17 at 10.582\n", - "call 7 ended 10.876; waiting time was 0.000\n", - "call arrives at: 11.248\n", - "operator answered call 18 at 11.248\n", - "call arrives at: 11.282\n", - "operator answered call 19 at 11.282\n", - "call arrives at: 11.320\n", - "operator answered call 20 at 11.320\n", - "call arrives at: 11.331\n", - "call arrives at: 11.567\n", - "call arrives at: 12.358\n", - "call 11 ended 12.845; waiting time was 0.000\n", - "operator answered call 21 at 12.845\n", - "call arrives at: 12.868\n", - "call 12 ended 13.058; waiting time was 0.000\n", - "operator answered call 22 at 13.058\n", - "call arrives at: 13.163\n", - "call 9 ended 13.271; waiting time was 0.000\n", - "operator answered call 23 at 13.271\n", - "call 8 ended 13.921; waiting time was 0.000\n", - "operator answered call 24 at 13.921\n", - "call 10 ended 14.062; waiting time was 0.000\n", - "operator answered call 25 at 14.062\n", - "call arrives at: 15.562\n", - "call 13 ended 15.691; waiting time was 0.000\n", - "operator answered call 26 at 15.691\n", - "call arrives at: 15.711\n", - "call arrives at: 16.083\n", - "call 16 ended 16.260; waiting time was 0.000\n", - "operator answered call 27 at 16.260\n", - "call 15 ended 16.434; waiting time was 0.000\n", - "operator answered call 28 at 16.434\n", - "call arrives at: 16.664\n", - "call 14 ended 17.447; waiting time was 0.000\n", - "operator answered call 29 at 17.447\n", - "call arrives at: 17.961\n", - "call 18 ended 18.195; waiting time was 0.000\n", - "operator answered call 30 at 18.195\n", - "call arrives at: 18.215\n", - "call 20 ended 18.393; waiting time was 0.000\n", - "operator answered call 31 at 18.393\n", - "call 19 ended 18.661; waiting time was 0.000\n", - "call 17 ended 18.801; waiting time was 0.000\n", - "call arrives at: 18.969\n", - "operator answered call 32 at 18.969\n", - "call 21 ended 19.464; waiting time was 1.513\n", - "call arrives at: 20.137\n", - "operator answered call 33 at 20.137\n", - "call 24 ended 20.307; waiting time was 1.053\n", - "call 22 ended 20.317; waiting time was 1.491\n", - "call 23 ended 20.649; waiting time was 0.914\n", - "call arrives at: 21.330\n", - "operator answered call 34 at 21.330\n", - "call 25 ended 21.358; waiting time was 0.899\n", - "call arrives at: 21.906\n", - "operator answered call 35 at 21.906\n", - "call 28 ended 22.506; waiting time was 0.351\n", - "call arrives at: 22.618\n", - "operator answered call 36 at 22.618\n", - "call 26 ended 22.716; waiting time was 0.129\n", - "call arrives at: 22.816\n", - "operator answered call 37 at 22.816\n", - "call arrives at: 22.897\n", - "operator answered call 38 at 22.897\n", - "call arrives at: 22.960\n", - "operator answered call 39 at 22.960\n", - "call arrives at: 23.089\n", - "operator answered call 40 at 23.089\n", - "call 27 ended 23.706; waiting time was 0.549\n", - "call arrives at: 24.263\n", - "operator answered call 41 at 24.263\n", - "call 29 ended 24.440; waiting time was 0.783\n", - "call 30 ended 24.681; waiting time was 0.234\n", - "call arrives at: 25.463\n", - "operator answered call 42 at 25.463\n", - "call 31 ended 25.802; waiting time was 0.178\n", - "call 32 ended 26.132; waiting time was 0.000\n", - "call 33 ended 26.241; waiting time was 0.000\n", - "call arrives at: 26.269\n", - "operator answered call 43 at 26.269\n", - "call arrives at: 26.401\n", - "operator answered call 44 at 26.401\n", - "call arrives at: 27.569\n", - "operator answered call 45 at 27.569\n", - "call 36 ended 29.032; waiting time was 0.000\n", - "call 34 ended 29.353; waiting time was 0.000\n", - "call 39 ended 29.503; waiting time was 0.000\n", - "call 35 ended 29.539; waiting time was 0.000\n", - "call 38 ended 30.129; waiting time was 0.000\n", - "call arrives at: 30.530\n", - "operator answered call 46 at 30.530\n", - "call 41 ended 30.997; waiting time was 0.000\n", - "call 40 ended 31.695; waiting time was 0.000\n", - "call 37 ended 31.889; waiting time was 0.000\n", - "call arrives at: 32.165\n", - "operator answered call 47 at 32.165\n", - "call 42 ended 32.259; waiting time was 0.000\n", - "call arrives at: 32.277\n", - "operator answered call 48 at 32.277\n", - "call 43 ended 33.373; waiting time was 0.000\n", - "call 45 ended 34.133; waiting time was 0.000\n", - "call 44 ended 34.334; waiting time was 0.000\n", - "call arrives at: 35.479\n", - "operator answered call 49 at 35.479\n", - "call arrives at: 36.176\n", - "operator answered call 50 at 36.176\n", - "call arrives at: 36.395\n", - "operator answered call 51 at 36.395\n", - "call arrives at: 37.047\n", - "operator answered call 52 at 37.047\n", - "call arrives at: 37.339\n", - "operator answered call 53 at 37.339\n", - "call arrives at: 37.962\n", - "operator answered call 54 at 37.962\n", - "call 47 ended 38.950; waiting time was 0.000\n", - "call 46 ended 39.282; waiting time was 0.000\n", - "call 48 ended 39.729; waiting time was 0.000\n", - "call arrives at: 40.452\n", - "operator answered call 55 at 40.452\n", - "call arrives at: 40.810\n", - "operator answered call 56 at 40.810\n", - "call 49 ended 40.890; waiting time was 0.000\n", - "call arrives at: 40.915\n", - "operator answered call 57 at 40.915\n", - "call arrives at: 41.093\n", - "operator answered call 58 at 41.093\n", - "call arrives at: 41.615\n", - "operator answered call 59 at 41.615\n", - "call arrives at: 41.747\n", - "operator answered call 60 at 41.747\n", - "call arrives at: 41.825\n", - "operator answered call 61 at 41.825\n", - "call arrives at: 42.352\n", - "operator answered call 62 at 42.352\n", - "call arrives at: 42.480\n", - "call 50 ended 42.965; waiting time was 0.000\n", - "operator answered call 63 at 42.965\n", - "call arrives at: 43.284\n", - "call 54 ended 43.490; waiting time was 0.000\n", - "operator answered call 64 at 43.490\n", - "call 52 ended 43.665; waiting time was 0.000\n", - "call 51 ended 44.021; waiting time was 0.000\n", - "call arrives at: 44.609\n", - "operator answered call 65 at 44.609\n", - "call arrives at: 44.996\n", - "operator answered call 66 at 44.996\n", - "call 53 ended 45.329; waiting time was 0.000\n", - "call arrives at: 45.449\n", - "operator answered call 67 at 45.449\n", - "call arrives at: 46.487\n", - "call arrives at: 46.612\n", - "call 58 ended 46.863; waiting time was 0.000\n", - "operator answered call 68 at 46.863\n", - "call 55 ended 47.556; waiting time was 0.000\n", - "operator answered call 69 at 47.556\n", - "call arrives at: 47.982\n", - "call arrives at: 48.030\n", - "call 57 ended 48.270; waiting time was 0.000\n", - "operator answered call 70 at 48.270\n", - "call arrives at: 48.290\n", - "call arrives at: 48.320\n", - "call arrives at: 48.422\n", - "call 59 ended 48.477; waiting time was 0.000\n", - "operator answered call 71 at 48.477\n", - "call 62 ended 48.500; waiting time was 0.000\n", - "operator answered call 72 at 48.500\n", - "call arrives at: 48.550\n", - "call arrives at: 48.624\n", - "call 60 ended 48.693; waiting time was 0.000\n", - "operator answered call 73 at 48.693\n", - "call arrives at: 48.705\n", - "call arrives at: 48.870\n", - "call 61 ended 48.982; waiting time was 0.000\n", - "operator answered call 74 at 48.982\n", - "call arrives at: 49.177\n", - "call arrives at: 49.453\n", - "call 56 ended 49.917; waiting time was 0.000\n", - "operator answered call 75 at 49.917\n", - "call 63 ended 50.078; waiting time was 0.486\n", - "operator answered call 76 at 50.078\n", - "call 66 ended 50.515; waiting time was 0.000\n", - "operator answered call 77 at 50.515\n", - "call 65 ended 51.540; waiting time was 0.000\n", - "operator answered call 78 at 51.540\n", - "call arrives at: 51.634\n", - "call arrives at: 52.081\n", - "call 64 ended 52.575; waiting time was 0.206\n", - "operator answered call 79 at 52.575\n", - "call 68 ended 53.287; waiting time was 0.375\n", - "operator answered call 80 at 53.287\n", - "call arrives at: 53.531\n", - "call arrives at: 53.586\n", - "call 67 ended 53.849; waiting time was 0.000\n", - "operator answered call 81 at 53.849\n", - "call arrives at: 53.957\n", - "call 70 ended 54.688; waiting time was 0.288\n", - "operator answered call 82 at 54.688\n", - "call 71 ended 54.706; waiting time was 0.447\n", - "operator answered call 83 at 54.706\n", - "call 69 ended 54.846; waiting time was 0.943\n", - "operator answered call 84 at 54.846\n", - "call arrives at: 54.942\n", - "call arrives at: 55.055\n", - "call arrives at: 55.802\n", - "call arrives at: 55.844\n", - "call arrives at: 56.297\n", - "call 72 ended 56.307; waiting time was 0.210\n", - "operator answered call 85 at 56.307\n", - "call 73 ended 56.918; waiting time was 0.372\n", - "operator answered call 86 at 56.918\n", - "call 77 ended 57.284; waiting time was 1.810\n", - "operator answered call 87 at 57.284\n", - "call 74 ended 57.531; waiting time was 0.559\n", - "operator answered call 88 at 57.531\n", - "call arrives at: 57.689\n", - "call 76 ended 57.801; waiting time was 1.453\n", - "operator answered call 89 at 57.801\n", - "call arrives at: 57.808\n", - "call 75 ended 57.885; waiting time was 1.367\n", - "operator answered call 90 at 57.885\n", - "call 78 ended 57.891; waiting time was 2.670\n", - "operator answered call 91 at 57.891\n", - "call arrives at: 57.965\n", - "call arrives at: 58.523\n", - "call arrives at: 58.733\n", - "call 79 ended 59.200; waiting time was 3.398\n", - "operator answered call 92 at 59.200\n", - "call arrives at: 59.680\n", - "call arrives at: 59.778\n", - "call arrives at: 59.938\n", - "call arrives at: 60.426\n", - "call 81 ended 61.594; waiting time was 2.215\n", - "operator answered call 93 at 61.594\n", - "call arrives at: 61.627\n", - "call 80 ended 61.667; waiting time was 3.834\n", - "operator answered call 94 at 61.667\n", - "call arrives at: 61.788\n", - "call 83 ended 62.619; waiting time was 1.174\n", - "operator answered call 95 at 62.619\n", - "call arrives at: 62.693\n", - "call 87 ended 63.221; waiting time was 2.230\n", - "operator answered call 96 at 63.221\n", - "call 85 ended 63.249; waiting time was 2.350\n", - "operator answered call 97 at 63.249\n", - "call 86 ended 63.327; waiting time was 1.976\n", - "operator answered call 98 at 63.327\n", - "call arrives at: 63.404\n", - "call 84 ended 63.511; waiting time was 1.260\n", - "operator answered call 99 at 63.511\n", - "call 89 ended 64.001; waiting time was 1.957\n", - "operator answered call 100 at 64.001\n", - "call arrives at: 64.174\n", - "call 82 ended 64.428; waiting time was 2.607\n", - "operator answered call 101 at 64.428\n", - "call arrives at: 64.525\n", - "call arrives at: 64.786\n", - "call arrives at: 64.854\n", - "call arrives at: 64.967\n", - "call 92 ended 65.065; waiting time was 1.392\n", - "operator answered call 102 at 65.065\n", - "call arrives at: 65.287\n", - "call 88 ended 65.928; waiting time was 1.729\n", - "operator answered call 103 at 65.928\n", - "call 90 ended 66.129; waiting time was 1.588\n", - "operator answered call 104 at 66.129\n", - "call 91 ended 66.409; waiting time was 0.202\n", - "operator answered call 105 at 66.409\n", - "call arrives at: 66.783\n", - "call arrives at: 67.020\n", - "call arrives at: 67.438\n", - "call arrives at: 67.604\n", - "call arrives at: 67.904\n", - "call 93 ended 68.172; waiting time was 3.628\n", - "operator answered call 106 at 68.172\n", - "call arrives at: 68.194\n", - "call arrives at: 68.693\n", - "call arrives at: 69.149\n", - "call 97 ended 69.441; waiting time was 3.471\n", - "operator answered call 107 at 69.441\n", - "call arrives at: 69.459\n", - "call arrives at: 69.657\n", - "call arrives at: 69.742\n", - "call 95 ended 69.808; waiting time was 3.886\n", - "operator answered call 108 at 69.808\n", - "call arrives at: 69.827\n", - "call arrives at: 69.939\n", - "call arrives at: 70.054\n", - "call arrives at: 70.118\n", - "call 96 ended 70.195; waiting time was 3.542\n", - "operator answered call 109 at 70.195\n", - "call 100 ended 70.935; waiting time was 2.374\n", - "operator answered call 110 at 70.935\n", - "call 94 ended 70.980; waiting time was 3.143\n", - "operator answered call 111 at 70.980\n", - "call arrives at: 71.390\n", - "call 99 ended 71.750; waiting time was 3.084\n", - "operator answered call 112 at 71.750\n", - "call 104 ended 72.300; waiting time was 1.955\n", - "operator answered call 113 at 72.300\n", - "call 98 ended 72.387; waiting time was 3.389\n", - "operator answered call 114 at 72.387\n", - "call 102 ended 72.543; waiting time was 2.372\n", - "operator answered call 115 at 72.543\n", - "call 105 ended 72.643; waiting time was 1.884\n", - "operator answered call 116 at 72.643\n", - "call arrives at: 72.898\n", - "call 103 ended 73.297; waiting time was 2.524\n", - "operator answered call 117 at 73.297\n", - "call 101 ended 73.435; waiting time was 2.641\n", - "operator answered call 118 at 73.435\n", - "call arrives at: 75.254\n", - "call 106 ended 75.651; waiting time was 3.386\n", - "operator answered call 119 at 75.651\n", - "call arrives at: 76.085\n", - "call 109 ended 76.340; waiting time was 4.907\n", - "operator answered call 120 at 76.340\n", - "call 111 ended 76.781; waiting time was 3.960\n", - "operator answered call 121 at 76.781\n", - "call 107 ended 76.817; waiting time was 4.587\n", - "operator answered call 122 at 76.817\n", - "call arrives at: 76.870\n", - "call 110 ended 78.181; waiting time was 4.152\n", - "operator answered call 123 at 78.181\n", - "call arrives at: 78.287\n", - "call 108 ended 78.846; waiting time was 4.842\n", - "operator answered call 124 at 78.846\n", - "call 114 ended 78.976; waiting time was 4.483\n", - "operator answered call 125 at 78.976\n", - "call arrives at: 78.985\n", - "call 115 ended 79.005; waiting time was 4.349\n", - "operator answered call 126 at 79.005\n", - "call arrives at: 79.054\n", - "call 118 ended 79.213; waiting time was 3.976\n", - "operator answered call 127 at 79.213\n", - "call 116 ended 79.339; waiting time was 3.951\n", - "operator answered call 128 at 79.339\n", - "call 113 ended 80.374; waiting time was 4.697\n", - "operator answered call 129 at 80.374\n", - "call arrives at: 80.426\n", - "call arrives at: 80.680\n", - "call arrives at: 80.908\n", - "call arrives at: 80.928\n", - "call 117 ended 81.180; waiting time was 4.148\n", - "operator answered call 130 at 81.180\n", - "call 112 ended 81.291; waiting time was 4.312\n", - "operator answered call 131 at 81.291\n", - "call arrives at: 81.814\n", - "call arrives at: 82.172\n", - "call arrives at: 82.730\n", - "call 121 ended 83.267; waiting time was 6.954\n", - "operator answered call 132 at 83.267\n", - "call arrives at: 83.565\n", - "call arrives at: 83.623\n", - "call arrives at: 83.656\n", - "call arrives at: 84.274\n", - "call 122 ended 84.901; waiting time was 6.879\n", - "operator answered call 133 at 84.901\n", - "call 125 ended 84.958; waiting time was 7.586\n", - "operator answered call 134 at 84.958\n", - "call 123 ended 85.066; waiting time was 8.127\n", - "operator answered call 135 at 85.066\n", - "call arrives at: 85.214\n", - "call arrives at: 85.552\n", - "call 119 ended 85.599; waiting time was 5.994\n", - "operator answered call 136 at 85.599\n", - "call 128 ended 85.782; waiting time was 3.254\n", - "operator answered call 137 at 85.782\n", - "call 120 ended 85.814; waiting time was 6.598\n", - "operator answered call 138 at 85.814\n", - "call 127 ended 86.793; waiting time was 3.959\n", - "operator answered call 139 at 86.793\n", - "call arrives at: 87.072\n", - "call 126 ended 87.338; waiting time was 6.107\n", - "operator answered call 140 at 87.338\n", - "call 129 ended 87.448; waiting time was 3.504\n", - "operator answered call 141 at 87.448\n", - "call 130 ended 87.610; waiting time was 2.893\n", - "operator answered call 142 at 87.610\n", - "call arrives at: 87.727\n", - "call arrives at: 88.137\n", - "call arrives at: 88.238\n", - "call arrives at: 88.404\n", - "call 124 ended 88.514; waiting time was 8.728\n", - "operator answered call 143 at 88.514\n", - "call 131 ended 88.925; waiting time was 2.305\n", - "operator answered call 144 at 88.925\n", - "call arrives at: 88.940\n", - "call arrives at: 89.600\n", - "call arrives at: 90.119\n", - "call arrives at: 90.432\n", - "call 132 ended 90.438; waiting time was 4.213\n", - "operator answered call 145 at 90.438\n", - "call 137 ended 91.437; waiting time was 3.968\n", - "operator answered call 146 at 91.437\n", - "call arrives at: 91.846\n", - "call 138 ended 91.851; waiting time was 3.641\n", - "operator answered call 147 at 91.851\n", - "call arrives at: 92.344\n", - "call arrives at: 92.533\n", - "call 134 ended 92.656; waiting time was 4.278\n", - "operator answered call 148 at 92.656\n", - "call 135 ended 92.967; waiting time was 4.158\n", - "operator answered call 149 at 92.967\n", - "call 136 ended 93.244; waiting time was 4.671\n", - "operator answered call 150 at 93.244\n", - "call 133 ended 94.006; waiting time was 4.475\n", - "operator answered call 151 at 94.006\n", - "call arrives at: 94.153\n", - "call 142 ended 94.189; waiting time was 3.954\n", - "operator answered call 152 at 94.189\n", - "call 141 ended 94.238; waiting time was 3.825\n", - "operator answered call 153 at 94.238\n", - "call arrives at: 94.780\n", - "call 140 ended 95.066; waiting time was 3.773\n", - "operator answered call 154 at 95.066\n", - "call 143 ended 95.542; waiting time was 4.240\n", - "operator answered call 155 at 95.542\n", - "call 139 ended 95.571; waiting time was 4.063\n", - "operator answered call 156 at 95.571\n", - "call 144 ended 96.254; waiting time was 3.711\n", - "operator answered call 157 at 96.254\n", - "call arrives at: 96.653\n", - "call arrives at: 98.142\n", - "call arrives at: 98.381\n", - "call 147 ended 98.497; waiting time was 4.124\n", - "operator answered call 158 at 98.497\n", - "call 146 ended 99.290; waiting time was 4.365\n", - "operator answered call 159 at 99.290\n", - "call 148 ended 99.445; waiting time was 4.519\n", - "operator answered call 160 at 99.445\n", - "call arrives at: 99.704\n", - "call 145 ended 99.778; waiting time was 4.886\n", - "operator answered call 161 at 99.778\n", + "call arrives at: 0.161\n", + "operator answered call 1 at 0.161\n", + "call arrives at: 0.287\n", + "operator answered call 2 at 0.287\n", + "call arrives at: 0.833\n", + "operator answered call 3 at 0.833\n", + "call arrives at: 2.477\n", + "operator answered call 4 at 2.477\n", + "call arrives at: 2.594\n", + "operator answered call 5 at 2.594\n", + "call arrives at: 3.822\n", + "operator answered call 6 at 3.822\n", + "call arrives at: 4.542\n", + "operator answered call 7 at 4.542\n", + "call arrives at: 5.705\n", + "operator answered call 8 at 5.705\n", + "call arrives at: 6.766\n", + "operator answered call 9 at 6.766\n", + "call arrives at: 7.104\n", + "operator answered call 10 at 7.104\n", + "call arrives at: 7.191\n", + "operator answered call 11 at 7.191\n", + "call arrives at: 7.409\n", + "operator answered call 12 at 7.409\n", + "call 3 ended 7.600; waiting time was 0.000\n", + "call 4 ended 7.937; waiting time was 0.000\n", + "call arrives at: 7.942\n", + "operator answered call 13 at 7.942\n", + "call 1 ended 8.287; waiting time was 0.000\n", + "call arrives at: 8.714\n", + "operator answered call 14 at 8.714\n", + "call arrives at: 9.063\n", + "operator answered call 15 at 9.063\n", + "call arrives at: 9.412\n", + "operator answered call 16 at 9.412\n", + "call 2 ended 9.476; waiting time was 0.000\n", + "call arrives at: 10.519\n", + "operator answered call 17 at 10.519\n", + "call 6 ended 10.944; waiting time was 0.000\n", + "call arrives at: 11.053\n", + "operator answered call 18 at 11.053\n", + "call 7 ended 11.159; waiting time was 0.000\n", + "call arrives at: 11.452\n", + "operator answered call 19 at 11.452\n", + "call 5 ended 11.629; waiting time was 0.000\n", + "call arrives at: 12.366\n", + "operator answered call 20 at 12.366\n", + "call 8 ended 12.964; waiting time was 0.000\n", + "call 9 ended 13.164; waiting time was 0.000\n", + "call arrives at: 13.213\n", + "operator answered call 21 at 13.213\n", + "call arrives at: 13.694\n", + "operator answered call 22 at 13.694\n", + "call 11 ended 13.991; waiting time was 0.000\n", + "call 13 ended 14.180; waiting time was 0.000\n", + "call arrives at: 14.391\n", + "operator answered call 23 at 14.391\n", + "call arrives at: 14.880\n", + "operator answered call 24 at 14.880\n", + "call arrives at: 15.053\n", + "call arrives at: 15.378\n", + "call arrives at: 15.407\n", + "call 12 ended 15.575; waiting time was 0.000\n", + "operator answered call 25 at 15.575\n", + "call 15 ended 15.685; waiting time was 0.000\n", + "operator answered call 26 at 15.685\n", + "call 10 ended 15.738; waiting time was 0.000\n", + "operator answered call 27 at 15.738\n", + "call arrives at: 16.116\n", + "call 17 ended 16.415; waiting time was 0.000\n", + "operator answered call 28 at 16.415\n", + "call arrives at: 16.815\n", + "call arrives at: 17.281\n", + "call arrives at: 17.412\n", + "call arrives at: 17.702\n", + "call 16 ended 17.924; waiting time was 0.000\n", + "operator answered call 29 at 17.924\n", + "call 14 ended 18.103; waiting time was 0.000\n", + "operator answered call 30 at 18.103\n", + "call arrives at: 18.506\n", + "call arrives at: 18.588\n", + "call 20 ended 18.778; waiting time was 0.000\n", + "operator answered call 31 at 18.778\n", + "call 19 ended 19.114; waiting time was 0.000\n", + "operator answered call 32 at 19.114\n", + "call 21 ended 19.232; waiting time was 0.000\n", + "operator answered call 33 at 19.232\n", + "call arrives at: 19.550\n", + "call 22 ended 19.859; waiting time was 0.000\n", + "operator answered call 34 at 19.859\n", + "call arrives at: 20.532\n", + "call 18 ended 20.648; waiting time was 0.000\n", + "operator answered call 35 at 20.648\n", + "call arrives at: 21.069\n", + "call arrives at: 21.088\n", + "call 23 ended 21.304; waiting time was 0.000\n", + "operator answered call 36 at 21.304\n", + "call arrives at: 21.515\n", + "call arrives at: 21.563\n", + "call 27 ended 21.908; waiting time was 0.331\n", + "operator answered call 37 at 21.908\n", + "call 25 ended 22.174; waiting time was 0.522\n", + "operator answered call 38 at 22.174\n", + "call 24 ended 22.430; waiting time was 0.000\n", + "operator answered call 39 at 22.430\n", + "call 26 ended 22.505; waiting time was 0.307\n", + "operator answered call 40 at 22.505\n", + "call arrives at: 23.352\n", + "call 28 ended 23.568; waiting time was 0.300\n", + "operator answered call 41 at 23.568\n", + "call 29 ended 24.712; waiting time was 1.109\n", + "call 30 ended 24.861; waiting time was 0.822\n", + "call arrives at: 25.072\n", + "operator answered call 42 at 25.072\n", + "call 31 ended 25.625; waiting time was 1.366\n", + "call arrives at: 25.776\n", + "operator answered call 43 at 25.776\n", + "call arrives at: 26.085\n", + "operator answered call 44 at 26.085\n", + "call 32 ended 26.201; waiting time was 1.412\n", + "call arrives at: 26.602\n", + "operator answered call 45 at 26.602\n", + "call 33 ended 26.763; waiting time was 0.726\n", + "call arrives at: 26.804\n", + "operator answered call 46 at 26.804\n", + "call 35 ended 27.145; waiting time was 1.098\n", + "call arrives at: 27.746\n", + "operator answered call 47 at 27.746\n", + "call 36 ended 27.966; waiting time was 0.773\n", + "call 34 ended 28.271; waiting time was 1.271\n", + "call arrives at: 28.505\n", + "operator answered call 48 at 28.505\n", + "call 38 ended 28.612; waiting time was 1.086\n", + "call 39 ended 28.785; waiting time was 0.916\n", + "call arrives at: 29.000\n", + "operator answered call 49 at 29.000\n", + "call arrives at: 29.271\n", + "operator answered call 50 at 29.271\n", + "call arrives at: 29.851\n", + "operator answered call 51 at 29.851\n", + "call 41 ended 29.909; waiting time was 0.216\n", + "call arrives at: 30.035\n", + "operator answered call 52 at 30.035\n", + "call 37 ended 30.203; waiting time was 0.839\n", + "call arrives at: 30.377\n", + "operator answered call 53 at 30.377\n", + "call 40 ended 30.486; waiting time was 0.942\n", + "call 42 ended 31.225; waiting time was 0.000\n", + "call arrives at: 31.497\n", + "operator answered call 54 at 31.497\n", + "call arrives at: 31.736\n", + "operator answered call 55 at 31.736\n", + "call arrives at: 31.894\n", + "call arrives at: 32.993\n", + "call arrives at: 33.020\n", + "call 46 ended 33.050; waiting time was 0.000\n", + "operator answered call 56 at 33.050\n", + "call 44 ended 33.168; waiting time was 0.000\n", + "operator answered call 57 at 33.168\n", + "call 45 ended 33.240; waiting time was 0.000\n", + "operator answered call 58 at 33.240\n", + "call arrives at: 33.370\n", + "call 43 ended 33.676; waiting time was 0.000\n", + "operator answered call 59 at 33.676\n", + "call arrives at: 35.110\n", + "call arrives at: 35.151\n", + "call arrives at: 35.722\n", + "call 51 ended 35.783; waiting time was 0.000\n", + "operator answered call 60 at 35.783\n", + "call 48 ended 35.815; waiting time was 0.000\n", + "operator answered call 61 at 35.815\n", + "call arrives at: 35.849\n", + "call arrives at: 36.338\n", + "call arrives at: 36.570\n", + "call 52 ended 36.672; waiting time was 0.000\n", + "operator answered call 62 at 36.672\n", + "call 50 ended 36.686; waiting time was 0.000\n", + "operator answered call 63 at 36.686\n", + "call arrives at: 36.861\n", + "call 49 ended 36.864; waiting time was 0.000\n", + "operator answered call 64 at 36.864\n", + "call 47 ended 37.151; waiting time was 0.000\n", + "operator answered call 65 at 37.151\n", + "call arrives at: 37.397\n", + "call arrives at: 37.452\n", + "call arrives at: 38.032\n", + "call 53 ended 38.798; waiting time was 0.000\n", + "operator answered call 66 at 38.798\n", + "call 57 ended 39.327; waiting time was 0.175\n", + "operator answered call 67 at 39.327\n", + "call 54 ended 39.378; waiting time was 0.000\n", + "operator answered call 68 at 39.378\n", + "call 55 ended 39.762; waiting time was 0.000\n", + "operator answered call 69 at 39.762\n", + "call 56 ended 39.977; waiting time was 1.156\n", + "call 58 ended 40.545; waiting time was 0.220\n", + "call 61 ended 41.776; waiting time was 0.664\n", + "call 59 ended 41.880; waiting time was 0.306\n", + "call 63 ended 42.802; waiting time was 0.837\n", + "call arrives at: 43.059\n", + "operator answered call 70 at 43.059\n", + "call 64 ended 43.225; waiting time was 0.526\n", + "call 65 ended 43.256; waiting time was 0.581\n", + "call 60 ended 43.544; waiting time was 0.673\n", + "call 62 ended 44.787; waiting time was 0.951\n", + "call arrives at: 45.269\n", + "operator answered call 71 at 45.269\n", + "call arrives at: 45.375\n", + "operator answered call 72 at 45.375\n", + "call arrives at: 45.639\n", + "operator answered call 73 at 45.639\n", + "call arrives at: 45.879\n", + "operator answered call 74 at 45.879\n", + "call 69 ended 46.022; waiting time was 1.730\n", + "call arrives at: 46.298\n", + "operator answered call 75 at 46.298\n", + "call 67 ended 46.543; waiting time was 1.930\n", + "call arrives at: 46.941\n", + "operator answered call 76 at 46.941\n", + "call 66 ended 47.220; waiting time was 1.937\n", + "call 68 ended 47.321; waiting time was 1.925\n", + "call arrives at: 48.745\n", + "operator answered call 77 at 48.745\n", + "call arrives at: 48.858\n", + "operator answered call 78 at 48.858\n", + "call arrives at: 49.048\n", + "operator answered call 79 at 49.048\n", + "call arrives at: 49.575\n", + "operator answered call 80 at 49.575\n", + "call arrives at: 49.704\n", + "operator answered call 81 at 49.704\n", + "call 70 ended 50.170; waiting time was 0.000\n", + "call arrives at: 51.354\n", + "operator answered call 82 at 51.354\n", + "call arrives at: 51.714\n", + "operator answered call 83 at 51.714\n", + "call arrives at: 52.099\n", + "call arrives at: 52.384\n", + "call 73 ended 52.494; waiting time was 0.000\n", + "operator answered call 84 at 52.494\n", + "call arrives at: 52.555\n", + "call 71 ended 53.003; waiting time was 0.000\n", + "operator answered call 85 at 53.003\n", + "call 72 ended 53.055; waiting time was 0.000\n", + "operator answered call 86 at 53.055\n", + "call 75 ended 53.090; waiting time was 0.000\n", + "call arrives at: 53.407\n", + "operator answered call 87 at 53.407\n", + "call arrives at: 53.616\n", + "call 74 ended 53.774; waiting time was 0.000\n", + "operator answered call 88 at 53.774\n", + "call arrives at: 53.813\n", + "call 76 ended 53.864; waiting time was 0.000\n", + "operator answered call 89 at 53.864\n", + "call arrives at: 54.082\n", + "call arrives at: 54.273\n", + "call 78 ended 54.580; waiting time was 0.000\n", + "operator answered call 90 at 54.580\n", + "call 79 ended 54.764; waiting time was 0.000\n", + "operator answered call 91 at 54.764\n", + "call arrives at: 54.823\n", + "call 77 ended 55.132; waiting time was 0.000\n", + "operator answered call 92 at 55.132\n", + "call arrives at: 55.251\n", + "call 80 ended 55.595; waiting time was 0.000\n", + "operator answered call 93 at 55.595\n", + "call 81 ended 57.123; waiting time was 0.000\n", + "call arrives at: 57.127\n", + "operator answered call 94 at 57.127\n", + "call 83 ended 58.207; waiting time was 0.000\n", + "call 82 ended 58.473; waiting time was 0.000\n", + "call arrives at: 58.556\n", + "operator answered call 95 at 58.556\n", + "call 86 ended 59.024; waiting time was 0.499\n", + "call arrives at: 59.128\n", + "operator answered call 96 at 59.128\n", + "call 85 ended 59.482; waiting time was 0.620\n", + "call arrives at: 59.625\n", + "operator answered call 97 at 59.625\n", + "call 84 ended 59.696; waiting time was 0.394\n", + "call 89 ended 60.185; waiting time was 0.051\n", + "call arrives at: 60.423\n", + "operator answered call 98 at 60.423\n", + "call arrives at: 60.620\n", + "operator answered call 99 at 60.620\n", + "call arrives at: 60.847\n", + "operator answered call 100 at 60.847\n", + "call 88 ended 61.089; waiting time was 0.158\n", + "call 93 ended 61.603; waiting time was 0.344\n", + "call arrives at: 61.845\n", + "operator answered call 101 at 61.845\n", + "call 87 ended 62.168; waiting time was 0.000\n", + "call arrives at: 62.747\n", + "operator answered call 102 at 62.747\n", + "call 91 ended 62.858; waiting time was 0.491\n", + "call arrives at: 62.920\n", + "operator answered call 103 at 62.920\n", + "call 94 ended 63.226; waiting time was 0.000\n", + "call 90 ended 63.580; waiting time was 0.497\n", + "call 92 ended 63.593; waiting time was 0.309\n", + "call arrives at: 64.007\n", + "operator answered call 104 at 64.007\n", + "call arrives at: 65.355\n", + "operator answered call 105 at 65.355\n", + "call arrives at: 65.900\n", + "operator answered call 106 at 65.900\n", + "call 96 ended 66.377; waiting time was 0.000\n", + "call 95 ended 66.500; waiting time was 0.000\n", + "call arrives at: 66.636\n", + "operator answered call 107 at 66.636\n", + "call 97 ended 66.838; waiting time was 0.000\n", + "call arrives at: 66.848\n", + "operator answered call 108 at 66.848\n", + "call 101 ended 67.354; waiting time was 0.000\n", + "call 99 ended 67.490; waiting time was 0.000\n", + "call arrives at: 67.734\n", + "operator answered call 109 at 67.734\n", + "call arrives at: 67.827\n", + "operator answered call 110 at 67.827\n", + "call 100 ended 67.866; waiting time was 0.000\n", + "call 98 ended 68.106; waiting time was 0.000\n", + "call arrives at: 69.074\n", + "operator answered call 111 at 69.074\n", + "call arrives at: 69.164\n", + "operator answered call 112 at 69.164\n", + "call arrives at: 69.475\n", + "operator answered call 113 at 69.475\n", + "call arrives at: 70.342\n", + "operator answered call 114 at 70.342\n", + "call arrives at: 70.556\n", + "call arrives at: 70.590\n", + "call 102 ended 70.632; waiting time was 0.000\n", + "operator answered call 115 at 70.632\n", + "call 103 ended 70.798; waiting time was 0.000\n", + "operator answered call 116 at 70.798\n", + "call arrives at: 70.817\n", + "call arrives at: 71.070\n", + "call 104 ended 71.420; waiting time was 0.000\n", + "operator answered call 117 at 71.420\n", + "call arrives at: 71.984\n", + "call arrives at: 72.655\n", + "call arrives at: 73.376\n", + "call arrives at: 73.416\n", + "call 105 ended 73.470; waiting time was 0.000\n", + "operator answered call 118 at 73.470\n", + "call arrives at: 73.801\n", + "call 108 ended 74.084; waiting time was 0.000\n", + "operator answered call 119 at 74.084\n", + "call 106 ended 74.745; waiting time was 0.000\n", + "operator answered call 120 at 74.745\n", + "call 110 ended 74.841; waiting time was 0.000\n", + "operator answered call 121 at 74.841\n", + "call 111 ended 75.468; waiting time was 0.000\n", + "operator answered call 122 at 75.468\n", + "call arrives at: 75.636\n", + "call arrives at: 75.940\n", + "call arrives at: 76.034\n", + "call 113 ended 76.168; waiting time was 0.000\n", + "operator answered call 123 at 76.168\n", + "call arrives at: 76.549\n", + "call 107 ended 76.572; waiting time was 0.000\n", + "operator answered call 124 at 76.572\n", + "call 115 ended 76.731; waiting time was 0.076\n", + "operator answered call 125 at 76.731\n", + "call 114 ended 76.767; waiting time was 0.000\n", + "operator answered call 126 at 76.767\n", + "call 109 ended 76.828; waiting time was 0.000\n", + "operator answered call 127 at 76.828\n", + "call 116 ended 77.463; waiting time was 0.209\n", + "call 112 ended 77.463; waiting time was 0.000\n", + "call arrives at: 79.358\n", + "operator answered call 128 at 79.358\n", + "call 117 ended 79.402; waiting time was 0.603\n", + "call arrives at: 79.411\n", + "operator answered call 129 at 79.411\n", + "call arrives at: 79.454\n", + "operator answered call 130 at 79.454\n", + "call arrives at: 79.811\n", + "call 119 ended 80.589; waiting time was 2.100\n", + "operator answered call 131 at 80.589\n", + "call arrives at: 81.321\n", + "call 118 ended 81.559; waiting time was 2.400\n", + "operator answered call 132 at 81.559\n", + "call arrives at: 81.825\n", + "call 121 ended 81.830; waiting time was 1.465\n", + "operator answered call 133 at 81.830\n", + "call 120 ended 81.964; waiting time was 2.090\n", + "call 123 ended 81.999; waiting time was 2.367\n", + "call arrives at: 82.003\n", + "operator answered call 134 at 82.003\n", + "call arrives at: 82.116\n", + "operator answered call 135 at 82.116\n", + "call arrives at: 82.523\n", + "call arrives at: 82.630\n", + "call 122 ended 82.865; waiting time was 2.052\n", + "operator answered call 136 at 82.865\n", + "call arrives at: 82.907\n", + "call arrives at: 83.197\n", + "call arrives at: 83.256\n", + "call 125 ended 83.567; waiting time was 0.791\n", + "operator answered call 137 at 83.567\n", + "call arrives at: 83.967\n", + "call arrives at: 84.118\n", + "call arrives at: 84.364\n", + "call 124 ended 84.923; waiting time was 0.936\n", + "operator answered call 138 at 84.923\n", + "call 130 ended 85.218; waiting time was 0.000\n", + "operator answered call 139 at 85.218\n", + "call arrives at: 85.266\n", + "call arrives at: 85.442\n", + "call arrives at: 85.507\n", + "call 127 ended 85.547; waiting time was 0.279\n", + "operator answered call 140 at 85.547\n", + "call arrives at: 85.788\n", + "call 126 ended 86.016; waiting time was 0.733\n", + "operator answered call 141 at 86.016\n", + "call 129 ended 86.177; waiting time was 0.000\n", + "operator answered call 142 at 86.177\n", + "call 131 ended 86.360; waiting time was 0.778\n", + "operator answered call 143 at 86.360\n", + "call arrives at: 86.581\n", + "call arrives at: 86.696\n", + "call 133 ended 87.932; waiting time was 0.005\n", + "operator answered call 144 at 87.932\n", + "call 128 ended 87.986; waiting time was 0.000\n", + "operator answered call 145 at 87.986\n", + "call arrives at: 88.040\n", + "call arrives at: 88.058\n", + "call arrives at: 88.084\n", + "call arrives at: 88.211\n", + "call 135 ended 89.026; waiting time was 0.000\n", + "operator answered call 146 at 89.026\n", + "call 136 ended 89.520; waiting time was 0.342\n", + "operator answered call 147 at 89.520\n", + "call 137 ended 89.638; waiting time was 0.937\n", + "operator answered call 148 at 89.638\n", + "call 134 ended 90.154; waiting time was 0.000\n", + "operator answered call 149 at 90.154\n", + "call 132 ended 90.851; waiting time was 0.239\n", + "operator answered call 150 at 90.851\n", + "call arrives at: 91.257\n", + "call 141 ended 91.852; waiting time was 2.049\n", + "operator answered call 151 at 91.852\n", + "call arrives at: 91.945\n", + "call arrives at: 92.388\n", + "call 140 ended 92.393; waiting time was 2.291\n", + "operator answered call 152 at 92.393\n", + "call arrives at: 92.569\n", + "call arrives at: 92.710\n", + "call arrives at: 93.035\n", + "call arrives at: 93.133\n", + "call arrives at: 93.255\n", + "call 139 ended 93.277; waiting time was 2.021\n", + "operator answered call 153 at 93.277\n", + "call 138 ended 93.568; waiting time was 2.016\n", + "operator answered call 154 at 93.568\n", + "call arrives at: 93.950\n", + "call 144 ended 94.525; waiting time was 2.667\n", + "operator answered call 155 at 94.525\n", + "call arrives at: 94.727\n", + "call arrives at: 95.074\n", + "call 143 ended 95.306; waiting time was 1.996\n", + "operator answered call 156 at 95.306\n", + "call arrives at: 95.388\n", + "call 145 ended 95.561; waiting time was 2.545\n", + "operator answered call 157 at 95.561\n", + "call arrives at: 95.613\n", + "call 142 ended 95.641; waiting time was 2.059\n", + "operator answered call 158 at 95.641\n", + "call 148 ended 95.658; waiting time was 3.057\n", + "operator answered call 159 at 95.658\n", + "call arrives at: 95.720\n", + "call 146 ended 96.400; waiting time was 3.518\n", + "operator answered call 160 at 96.400\n", + "call 149 ended 96.820; waiting time was 3.458\n", + "operator answered call 161 at 96.820\n", + "call arrives at: 97.002\n", + "call arrives at: 97.390\n", + "call 150 ended 97.678; waiting time was 2.811\n", + "operator answered call 162 at 97.678\n", + "call arrives at: 97.921\n", + "call 152 ended 98.333; waiting time was 4.310\n", + "operator answered call 163 at 98.333\n", + "call arrives at: 98.416\n", + "call 147 ended 99.069; waiting time was 3.732\n", + "operator answered call 164 at 99.069\n", + "call arrives at: 99.130\n", + "call arrives at: 99.659\n", + "call 151 ended 99.777; waiting time was 3.794\n", + "operator answered call 165 at 99.777\n", "end of run. simulation clock time = 100\n" ] } @@ -723,7 +741,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.1.undefined" + "version": "3.11.10" } }, "nbformat": 4, diff --git a/content/05_basic_results.ipynb b/content/05_basic_results.ipynb index e698c4a..ae31c81 100644 --- a/content/05_basic_results.ipynb +++ b/content/05_basic_results.ipynb @@ -295,7 +295,7 @@ "text": [ "end of run. simulation clock time = 1000\n", "Simulation Complete\n", - "Waiting time for call operators: 2.54 minutes\n" + "Waiting time for call operators: 3.94 minutes\n" ] } ], diff --git a/img/callcentre.drawio b/img/callcentre.drawio index e92fa02..9f9d196 100644 --- a/img/callcentre.drawio +++ b/img/callcentre.drawio @@ -1,52 +1,52 @@ - + - + - + - - + + - + - + - + - + - + - + - + - + - + - + - + @@ -57,14 +57,14 @@ - + - - + + diff --git a/img/callcentre.png b/img/callcentre.png index 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