Created
May 19, 2022 17:45
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Benford's Law
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| for (let radix = 2; radix <= 36; radix++) { | |
| const results = {}; | |
| for (let count = 0; count < 10000; count++) { | |
| const res = Number(String(Math.random()).slice(2)) * Number(String(Math.random()).slice(2)); | |
| const lead = res.toString(radix).slice(0, 1); | |
| if (!results[lead]) { | |
| results[lead] = 1; | |
| } else { | |
| results[lead] += 1; | |
| } | |
| } | |
| console.log("---") | |
| Object.keys(results).sort().forEach(key => console.log(key, results[key])) | |
| } | |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| --- | |
| 1 10000 | |
| --- | |
| 1 6315 | |
| 2 3685 | |
| --- | |
| 1 4644 | |
| 2 3111 | |
| 3 2245 | |
| --- | |
| 1 4607 | |
| 2 2637 | |
| 3 1479 | |
| 4 1277 | |
| --- | |
| 1 3318 | |
| 2 2409 | |
| 3 1858 | |
| 4 1421 | |
| 5 994 | |
| --- | |
| 1 3680 | |
| 2 2512 | |
| 3 1532 | |
| 4 962 | |
| 5 643 | |
| 6 671 | |
| --- | |
| 1 3689 | |
| 2 1510 | |
| 3 1189 | |
| 4 1076 | |
| 5 932 | |
| 6 832 | |
| 7 772 | |
| --- | |
| 1 3722 | |
| 2 1750 | |
| 3 993 | |
| 4 853 | |
| 5 692 | |
| 6 719 | |
| 7 663 | |
| 8 608 | |
| --- | |
| 1 2376 | |
| 2 1861 | |
| 3 1468 | |
| 4 1197 | |
| 5 948 | |
| 6 735 | |
| 7 589 | |
| 8 473 | |
| 9 353 | |
| --- | |
| 1 3050 | |
| 2 1934 | |
| 3 1484 | |
| 4 894 | |
| 5 572 | |
| 6 479 | |
| 7 437 | |
| 8 408 | |
| 9 383 | |
| a 359 | |
| --- | |
| 1 2998 | |
| 2 1975 | |
| 3 1396 | |
| 4 860 | |
| 5 511 | |
| 6 471 | |
| 7 421 | |
| 8 360 | |
| 9 338 | |
| a 340 | |
| b 330 | |
| --- | |
| 1 2761 | |
| 2 1771 | |
| 3 1336 | |
| 4 1065 | |
| 5 664 | |
| 6 521 | |
| 7 415 | |
| 8 309 | |
| 9 325 | |
| a 292 | |
| b 276 | |
| c 265 | |
| --- | |
| 1 2172 | |
| 2 1503 | |
| 3 1172 | |
| 4 912 | |
| 5 914 | |
| 6 788 | |
| 7 591 | |
| 8 507 | |
| 9 378 | |
| a 317 | |
| b 275 | |
| c 252 | |
| d 219 | |
| --- | |
| 1 2723 | |
| 2 1217 | |
| 3 891 | |
| 4 757 | |
| 5 662 | |
| 6 608 | |
| 7 467 | |
| 8 420 | |
| 9 438 | |
| a 370 | |
| b 366 | |
| c 366 | |
| d 386 | |
| e 329 | |
| --- | |
| 1 2531 | |
| 2 1867 | |
| 3 1313 | |
| 4 753 | |
| 5 533 | |
| 6 456 | |
| 7 384 | |
| 8 351 | |
| 9 314 | |
| a 297 | |
| b 257 | |
| c 273 | |
| d 235 | |
| e 232 | |
| f 204 | |
| --- | |
| 1 2063 | |
| 2 1286 | |
| 3 987 | |
| 4 743 | |
| 5 617 | |
| 6 594 | |
| 7 541 | |
| 8 526 | |
| 9 482 | |
| a 442 | |
| b 376 | |
| c 337 | |
| d 327 | |
| e 277 | |
| f 225 | |
| g 177 | |
| --- | |
| 1 2513 | |
| 2 1859 | |
| 3 1065 | |
| 4 587 | |
| 5 534 | |
| 6 416 | |
| 7 386 | |
| 8 313 | |
| 9 352 | |
| a 328 | |
| b 278 | |
| c 284 | |
| d 262 | |
| e 230 | |
| f 209 | |
| g 200 | |
| h 184 | |
| --- | |
| 1 2021 | |
| 2 1206 | |
| 3 909 | |
| 4 755 | |
| 5 529 | |
| 6 502 | |
| 7 498 | |
| 8 502 | |
| 9 469 | |
| a 418 | |
| b 367 | |
| c 336 | |
| d 323 | |
| e 276 | |
| f 275 | |
| g 243 | |
| h 187 | |
| i 184 | |
| --- | |
| 1 2059 | |
| 2 1666 | |
| 3 1316 | |
| 4 897 | |
| 5 582 | |
| 6 427 | |
| 7 378 | |
| 8 337 | |
| 9 304 | |
| a 266 | |
| b 267 | |
| c 224 | |
| d 244 | |
| e 204 | |
| f 164 | |
| g 170 | |
| h 169 | |
| i 151 | |
| j 175 | |
| --- | |
| 1 2637 | |
| 2 1177 | |
| 3 830 | |
| 4 655 | |
| 5 529 | |
| 6 420 | |
| 7 351 | |
| 8 330 | |
| 9 291 | |
| a 290 | |
| b 279 | |
| c 292 | |
| d 238 | |
| e 252 | |
| f 279 | |
| g 219 | |
| h 221 | |
| i 231 | |
| j 248 | |
| k 231 | |
| --- | |
| 1 1961 | |
| 2 1104 | |
| 3 863 | |
| 4 779 | |
| 5 738 | |
| 6 693 | |
| 7 579 | |
| 8 494 | |
| 9 407 | |
| a 356 | |
| b 312 | |
| c 238 | |
| d 171 | |
| e 195 | |
| f 200 | |
| g 166 | |
| h 166 | |
| i 129 | |
| j 159 | |
| k 150 | |
| l 140 | |
| --- | |
| 1 2109 | |
| 2 1787 | |
| 3 1091 | |
| 4 680 | |
| 5 518 | |
| 6 408 | |
| 7 388 | |
| 8 353 | |
| 9 306 | |
| a 247 | |
| b 227 | |
| c 229 | |
| d 211 | |
| e 178 | |
| f 175 | |
| g 203 | |
| h 160 | |
| i 161 | |
| j 155 | |
| k 144 | |
| l 124 | |
| m 146 | |
| --- | |
| 1 2462 | |
| 2 1125 | |
| 3 855 | |
| 4 642 | |
| 5 507 | |
| 6 454 | |
| 7 376 | |
| 8 287 | |
| 9 258 | |
| a 211 | |
| b 271 | |
| c 248 | |
| d 233 | |
| e 218 | |
| f 228 | |
| g 211 | |
| h 210 | |
| i 243 | |
| j 208 | |
| k 195 | |
| l 187 | |
| m 204 | |
| n 167 | |
| --- | |
| 1 2134 | |
| 2 1056 | |
| 3 673 | |
| 4 574 | |
| 5 586 | |
| 6 553 | |
| 7 511 | |
| 8 478 | |
| 9 453 | |
| a 419 | |
| b 377 | |
| c 293 | |
| d 294 | |
| e 242 | |
| f 203 | |
| g 179 | |
| h 132 | |
| i 121 | |
| j 139 | |
| k 125 | |
| l 119 | |
| m 121 | |
| n 107 | |
| o 111 | |
| --- | |
| 1 1740 | |
| 2 1307 | |
| 3 1161 | |
| 4 968 | |
| 5 694 | |
| 6 503 | |
| 7 366 | |
| 8 324 | |
| 9 330 | |
| a 261 | |
| b 208 | |
| c 227 | |
| d 201 | |
| e 189 | |
| f 168 | |
| g 187 | |
| h 170 | |
| i 142 | |
| j 144 | |
| k 121 | |
| l 126 | |
| m 126 | |
| n 124 | |
| o 117 | |
| p 96 | |
| --- | |
| 1 2753 | |
| 2 1481 | |
| 3 704 | |
| 4 630 | |
| 5 526 | |
| 6 466 | |
| 7 379 | |
| 8 306 | |
| 9 283 | |
| a 273 | |
| b 258 | |
| c 169 | |
| d 177 | |
| e 135 | |
| f 157 | |
| g 136 | |
| h 136 | |
| i 151 | |
| j 122 | |
| k 129 | |
| l 110 | |
| m 108 | |
| n 103 | |
| o 108 | |
| p 102 | |
| q 98 | |
| --- | |
| 1 2028 | |
| 2 1192 | |
| 3 811 | |
| 4 586 | |
| 5 477 | |
| 6 335 | |
| 7 294 | |
| 8 259 | |
| 9 258 | |
| a 259 | |
| b 232 | |
| c 254 | |
| d 244 | |
| e 214 | |
| f 252 | |
| g 249 | |
| h 236 | |
| i 224 | |
| j 172 | |
| k 209 | |
| l 209 | |
| m 191 | |
| n 178 | |
| o 178 | |
| p 156 | |
| q 169 | |
| r 134 | |
| --- | |
| 1 1945 | |
| 2 971 | |
| 3 604 | |
| 4 580 | |
| 5 496 | |
| 6 488 | |
| 7 459 | |
| 8 459 | |
| 9 466 | |
| a 396 | |
| b 385 | |
| c 295 | |
| d 314 | |
| e 257 | |
| f 232 | |
| g 213 | |
| h 177 | |
| i 128 | |
| j 130 | |
| k 110 | |
| l 130 | |
| m 112 | |
| n 103 | |
| o 128 | |
| p 112 | |
| q 101 | |
| r 109 | |
| s 100 | |
| --- | |
| 1 1509 | |
| 2 1166 | |
| 3 965 | |
| 4 888 | |
| 5 729 | |
| 6 647 | |
| 7 446 | |
| 8 384 | |
| 9 251 | |
| a 225 | |
| b 228 | |
| c 205 | |
| d 240 | |
| e 181 | |
| f 192 | |
| g 186 | |
| h 159 | |
| i 159 | |
| j 135 | |
| k 174 | |
| l 136 | |
| m 142 | |
| n 116 | |
| o 95 | |
| p 105 | |
| q 104 | |
| r 82 | |
| s 69 | |
| t 82 | |
| --- | |
| 1 2045 | |
| 2 1637 | |
| 3 1088 | |
| 4 643 | |
| 5 464 | |
| 6 419 | |
| 7 363 | |
| 8 329 | |
| 9 307 | |
| a 304 | |
| b 252 | |
| c 221 | |
| d 195 | |
| e 180 | |
| f 135 | |
| g 166 | |
| h 142 | |
| i 140 | |
| j 114 | |
| k 98 | |
| l 106 | |
| m 69 | |
| n 76 | |
| o 75 | |
| p 78 | |
| q 67 | |
| r 79 | |
| s 69 | |
| t 77 | |
| u 62 | |
| --- | |
| 1 2748 | |
| 2 1025 | |
| 3 787 | |
| 4 642 | |
| 5 528 | |
| 6 419 | |
| 7 339 | |
| 8 277 | |
| 9 255 | |
| a 182 | |
| b 173 | |
| c 151 | |
| d 139 | |
| e 143 | |
| f 150 | |
| g 154 | |
| h 135 | |
| i 143 | |
| j 131 | |
| k 157 | |
| l 134 | |
| m 134 | |
| n 129 | |
| o 117 | |
| p 113 | |
| q 132 | |
| r 101 | |
| s 100 | |
| t 123 | |
| u 133 | |
| v 106 | |
| --- | |
| 1 1812 | |
| 2 1123 | |
| 3 774 | |
| 4 557 | |
| 5 368 | |
| 6 295 | |
| 7 280 | |
| 8 261 | |
| 9 261 | |
| a 236 | |
| b 238 | |
| c 239 | |
| d 245 | |
| e 225 | |
| f 206 | |
| g 238 | |
| h 209 | |
| i 210 | |
| j 200 | |
| k 207 | |
| l 202 | |
| m 189 | |
| n 172 | |
| o 171 | |
| p 162 | |
| q 163 | |
| r 145 | |
| s 129 | |
| t 147 | |
| u 114 | |
| v 116 | |
| w 106 | |
| --- | |
| 1 2012 | |
| 2 996 | |
| 3 537 | |
| 4 466 | |
| 5 446 | |
| 6 432 | |
| 7 404 | |
| 8 383 | |
| 9 391 | |
| a 397 | |
| b 354 | |
| c 320 | |
| d 301 | |
| e 241 | |
| f 234 | |
| g 215 | |
| h 205 | |
| i 171 | |
| j 159 | |
| k 145 | |
| l 104 | |
| m 123 | |
| n 93 | |
| o 92 | |
| p 97 | |
| q 90 | |
| r 79 | |
| s 97 | |
| t 98 | |
| u 80 | |
| v 75 | |
| w 92 | |
| x 71 | |
| --- | |
| 1 1526 | |
| 2 826 | |
| 3 742 | |
| 4 716 | |
| 5 665 | |
| 6 579 | |
| 7 545 | |
| 8 486 | |
| 9 382 | |
| a 318 | |
| b 275 | |
| c 232 | |
| d 167 | |
| e 149 | |
| f 175 | |
| g 148 | |
| h 149 | |
| i 166 | |
| j 145 | |
| k 139 | |
| l 117 | |
| m 127 | |
| n 142 | |
| o 95 | |
| p 114 | |
| q 100 | |
| r 107 | |
| s 110 | |
| t 105 | |
| u 87 | |
| v 93 | |
| w 92 | |
| x 91 | |
| y 90 | |
| --- | |
| 1 1457 | |
| 2 1272 | |
| 3 1107 | |
| 4 930 | |
| 5 684 | |
| 6 483 | |
| 7 292 | |
| 8 306 | |
| 9 270 | |
| a 243 | |
| b 204 | |
| c 235 | |
| d 217 | |
| e 213 | |
| f 198 | |
| g 139 | |
| h 142 | |
| i 149 | |
| j 144 | |
| k 129 | |
| l 124 | |
| m 118 | |
| n 103 | |
| o 100 | |
| p 114 | |
| q 90 | |
| r 71 | |
| s 63 | |
| t 66 | |
| u 55 | |
| v 69 | |
| w 55 | |
| x 64 | |
| y 51 | |
| z 43 |
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