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| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "code", |
| 5 | + "execution_count": 1, |
| 6 | + "metadata": {}, |
| 7 | + "outputs": [], |
| 8 | + "source": [ |
| 9 | + "import random" |
| 10 | + ] |
| 11 | + }, |
| 12 | + { |
| 13 | + "cell_type": "code", |
| 14 | + "execution_count": 2, |
| 15 | + "metadata": {}, |
| 16 | + "outputs": [], |
| 17 | + "source": [ |
| 18 | + "random_number_list = [random.randint(0, 100) for x in range(0, 100)]" |
| 19 | + ] |
| 20 | + }, |
| 21 | + { |
| 22 | + "cell_type": "code", |
| 23 | + "execution_count": 3, |
| 24 | + "metadata": {}, |
| 25 | + "outputs": [ |
| 26 | + { |
| 27 | + "data": { |
| 28 | + "text/plain": [ |
| 29 | + "[92,\n", |
| 30 | + " 62,\n", |
| 31 | + " 18,\n", |
| 32 | + " 96,\n", |
| 33 | + " 46,\n", |
| 34 | + " 3,\n", |
| 35 | + " 65,\n", |
| 36 | + " 85,\n", |
| 37 | + " 3,\n", |
| 38 | + " 75,\n", |
| 39 | + " 39,\n", |
| 40 | + " 90,\n", |
| 41 | + " 75,\n", |
| 42 | + " 69,\n", |
| 43 | + " 52,\n", |
| 44 | + " 61,\n", |
| 45 | + " 63,\n", |
| 46 | + " 19,\n", |
| 47 | + " 34,\n", |
| 48 | + " 53,\n", |
| 49 | + " 58,\n", |
| 50 | + " 37,\n", |
| 51 | + " 36,\n", |
| 52 | + " 78,\n", |
| 53 | + " 15,\n", |
| 54 | + " 98,\n", |
| 55 | + " 76,\n", |
| 56 | + " 87,\n", |
| 57 | + " 56,\n", |
| 58 | + " 6,\n", |
| 59 | + " 7,\n", |
| 60 | + " 35,\n", |
| 61 | + " 42,\n", |
| 62 | + " 54,\n", |
| 63 | + " 0,\n", |
| 64 | + " 45,\n", |
| 65 | + " 12,\n", |
| 66 | + " 27,\n", |
| 67 | + " 29,\n", |
| 68 | + " 59,\n", |
| 69 | + " 83,\n", |
| 70 | + " 81,\n", |
| 71 | + " 66,\n", |
| 72 | + " 30,\n", |
| 73 | + " 5,\n", |
| 74 | + " 62,\n", |
| 75 | + " 1,\n", |
| 76 | + " 28,\n", |
| 77 | + " 66,\n", |
| 78 | + " 14,\n", |
| 79 | + " 10,\n", |
| 80 | + " 47,\n", |
| 81 | + " 47,\n", |
| 82 | + " 19,\n", |
| 83 | + " 38,\n", |
| 84 | + " 10,\n", |
| 85 | + " 16,\n", |
| 86 | + " 77,\n", |
| 87 | + " 17,\n", |
| 88 | + " 84,\n", |
| 89 | + " 14,\n", |
| 90 | + " 60,\n", |
| 91 | + " 19,\n", |
| 92 | + " 58,\n", |
| 93 | + " 16,\n", |
| 94 | + " 67,\n", |
| 95 | + " 9,\n", |
| 96 | + " 97,\n", |
| 97 | + " 41,\n", |
| 98 | + " 70,\n", |
| 99 | + " 89,\n", |
| 100 | + " 75,\n", |
| 101 | + " 75,\n", |
| 102 | + " 28,\n", |
| 103 | + " 21,\n", |
| 104 | + " 2,\n", |
| 105 | + " 49,\n", |
| 106 | + " 13,\n", |
| 107 | + " 9,\n", |
| 108 | + " 14,\n", |
| 109 | + " 78,\n", |
| 110 | + " 54,\n", |
| 111 | + " 27,\n", |
| 112 | + " 4,\n", |
| 113 | + " 36,\n", |
| 114 | + " 52,\n", |
| 115 | + " 69,\n", |
| 116 | + " 47,\n", |
| 117 | + " 36,\n", |
| 118 | + " 59,\n", |
| 119 | + " 73,\n", |
| 120 | + " 70,\n", |
| 121 | + " 1,\n", |
| 122 | + " 96,\n", |
| 123 | + " 52,\n", |
| 124 | + " 72,\n", |
| 125 | + " 43,\n", |
| 126 | + " 87,\n", |
| 127 | + " 31,\n", |
| 128 | + " 91]" |
| 129 | + ] |
| 130 | + }, |
| 131 | + "execution_count": 3, |
| 132 | + "metadata": {}, |
| 133 | + "output_type": "execute_result" |
| 134 | + } |
| 135 | + ], |
| 136 | + "source": [ |
| 137 | + "random_number_list" |
| 138 | + ] |
| 139 | + }, |
| 140 | + { |
| 141 | + "cell_type": "code", |
| 142 | + "execution_count": 4, |
| 143 | + "metadata": {}, |
| 144 | + "outputs": [ |
| 145 | + { |
| 146 | + "data": { |
| 147 | + "text/plain": [ |
| 148 | + "[18,\n", |
| 149 | + " 96,\n", |
| 150 | + " 3,\n", |
| 151 | + " 3,\n", |
| 152 | + " 75,\n", |
| 153 | + " 39,\n", |
| 154 | + " 90,\n", |
| 155 | + " 75,\n", |
| 156 | + " 69,\n", |
| 157 | + " 63,\n", |
| 158 | + " 36,\n", |
| 159 | + " 78,\n", |
| 160 | + " 15,\n", |
| 161 | + " 87,\n", |
| 162 | + " 6,\n", |
| 163 | + " 42,\n", |
| 164 | + " 54,\n", |
| 165 | + " 0,\n", |
| 166 | + " 45,\n", |
| 167 | + " 12,\n", |
| 168 | + " 27,\n", |
| 169 | + " 81,\n", |
| 170 | + " 66,\n", |
| 171 | + " 30,\n", |
| 172 | + " 66,\n", |
| 173 | + " 84,\n", |
| 174 | + " 60,\n", |
| 175 | + " 9,\n", |
| 176 | + " 75,\n", |
| 177 | + " 75,\n", |
| 178 | + " 21,\n", |
| 179 | + " 9,\n", |
| 180 | + " 78,\n", |
| 181 | + " 54,\n", |
| 182 | + " 27,\n", |
| 183 | + " 36,\n", |
| 184 | + " 69,\n", |
| 185 | + " 36,\n", |
| 186 | + " 96,\n", |
| 187 | + " 72,\n", |
| 188 | + " 87]" |
| 189 | + ] |
| 190 | + }, |
| 191 | + "execution_count": 4, |
| 192 | + "metadata": {}, |
| 193 | + "output_type": "execute_result" |
| 194 | + } |
| 195 | + ], |
| 196 | + "source": [ |
| 197 | + "list_with_divisible_by_3 = [a for a in random_number_list if a % 3 == 0]\n", |
| 198 | + "list_with_divisible_by_3\n" |
| 199 | + ] |
| 200 | + }, |
| 201 | + { |
| 202 | + "cell_type": "code", |
| 203 | + "execution_count": 5, |
| 204 | + "metadata": {}, |
| 205 | + "outputs": [ |
| 206 | + { |
| 207 | + "data": { |
| 208 | + "text/plain": [ |
| 209 | + "59" |
| 210 | + ] |
| 211 | + }, |
| 212 | + "execution_count": 5, |
| 213 | + "metadata": {}, |
| 214 | + "output_type": "execute_result" |
| 215 | + } |
| 216 | + ], |
| 217 | + "source": [ |
| 218 | + "length_of_random_list = len(random_number_list)\n", |
| 219 | + "length_of_3_divisible_list = len(list_with_divisible_by_3)\n", |
| 220 | + "difference = length_of_random_list - length_of_3_divisible_list\n", |
| 221 | + "difference\n" |
| 222 | + ] |
| 223 | + }, |
| 224 | + { |
| 225 | + "cell_type": "code", |
| 226 | + "execution_count": 6, |
| 227 | + "metadata": {}, |
| 228 | + "outputs": [ |
| 229 | + { |
| 230 | + "data": { |
| 231 | + "text/plain": [ |
| 232 | + "[71, 74, 62, 68, 63, 63, 68, 66, 68, 64]" |
| 233 | + ] |
| 234 | + }, |
| 235 | + "execution_count": 6, |
| 236 | + "metadata": {}, |
| 237 | + "output_type": "execute_result" |
| 238 | + } |
| 239 | + ], |
| 240 | + "source": [ |
| 241 | + "NUMBER_OF_EXPERIMENTS = 10\n", |
| 242 | + "difference_list = []\n", |
| 243 | + "for i in range(0, NUMBER_OF_EXPERIMENTS):\n", |
| 244 | + " random_number_list = [random.randint(0, 100) for x in range(0, 100)]\n", |
| 245 | + " list_with_divisible_by_3 = [a for a in random_number_list if a % 3 == 0]\n", |
| 246 | + " \n", |
| 247 | + " length_of_random_list = len(random_number_list)\n", |
| 248 | + " length_of_3_divisible_list = len(list_with_divisible_by_3)\n", |
| 249 | + " difference = length_of_random_list - length_of_3_divisible_list\n", |
| 250 | + " difference_list.append(difference)\n", |
| 251 | + "difference_list\n" |
| 252 | + ] |
| 253 | + }, |
| 254 | + { |
| 255 | + "cell_type": "code", |
| 256 | + "execution_count": 7, |
| 257 | + "metadata": {}, |
| 258 | + "outputs": [ |
| 259 | + { |
| 260 | + "data": { |
| 261 | + "text/plain": [ |
| 262 | + "66.7" |
| 263 | + ] |
| 264 | + }, |
| 265 | + "execution_count": 7, |
| 266 | + "metadata": {}, |
| 267 | + "output_type": "execute_result" |
| 268 | + } |
| 269 | + ], |
| 270 | + "source": [ |
| 271 | + "avg_diff = sum(difference_list) / float(len(difference_list))\n", |
| 272 | + "avg_diff\n" |
| 273 | + ] |
| 274 | + }, |
| 275 | + { |
| 276 | + "cell_type": "code", |
| 277 | + "execution_count": null, |
| 278 | + "metadata": {}, |
| 279 | + "outputs": [], |
| 280 | + "source": [] |
| 281 | + } |
| 282 | + ], |
| 283 | + "metadata": { |
| 284 | + "kernelspec": { |
| 285 | + "display_name": "Python 3", |
| 286 | + "language": "python", |
| 287 | + "name": "python3" |
| 288 | + }, |
| 289 | + "language_info": { |
| 290 | + "codemirror_mode": { |
| 291 | + "name": "ipython", |
| 292 | + "version": 3 |
| 293 | + }, |
| 294 | + "file_extension": ".py", |
| 295 | + "mimetype": "text/x-python", |
| 296 | + "name": "python", |
| 297 | + "nbconvert_exporter": "python", |
| 298 | + "pygments_lexer": "ipython3", |
| 299 | + "version": "3.7.3" |
| 300 | + } |
| 301 | + }, |
| 302 | + "nbformat": 4, |
| 303 | + "nbformat_minor": 2 |
| 304 | +} |
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