This function generate synthetic data of nind X(t). For 'cat' curve_type it is in state 0 or 1 by two different exponential laws. For curve_type = 'num' it is noised cosine.
Usage
generate_X_df(
nind = 100,
start = 0,
end = 100,
curve_type = "cat",
lambda_0 = 0.2,
lambda_1 = 0.1,
prob_start = 0.5,
noise_sd = 0.1,
seed = 123
)Arguments
- nind
number of individuals, default 100
- start
first time, default 0
- end
last time, default 100
- curve_type
character, type of wanted synthetic data, default 'cat', need to be \'cat\' or \'num\'.
- lambda_0
lambda parameter for exponential law for state 0, default 0.2
- lambda_1
lambda parameter for exponential law for state 1, default 0.1
- prob_start
Start state 1 probability, binomial law, default 0.5
- noise_sd
noise added to the signal, default 0.1
- seed
seed for reproducibility, default 123
Examples
generate_X_df()
#> id time state
#> 1 1 0.0000000 0
#> 2 1 2.8830514 1
#> 3 1 16.1736000 0
#> 4 1 16.3314868 1
#> 5 1 16.8935966 0
#> 6 1 18.4761027 1
#> 7 1 21.6183756 0
#> 8 1 22.3447096 1
#> 9 1 49.6070743 0
#> 10 1 49.7528415 1
#> 11 1 59.8011421 0
#> 12 1 62.2022157 1
#> 13 1 65.0123520 0
#> 14 1 66.8979411 1
#> 15 1 68.7807815 0
#> 16 1 73.0297122 1
#> 17 1 88.6617476 0
#> 18 1 91.0555497 1
#> 19 1 96.9648980 0
#> 20 1 100.0000000 0
#> 21 2 0.0000000 0
#> 22 2 2.5845954 1
#> 23 2 18.0530466 0
#> 24 2 25.6965193 1
#> 25 2 39.2098445 0
#> 26 2 45.9500670 1
#> 27 2 57.6353568 0
#> 28 2 65.6646185 1
#> 29 2 80.6320472 0
#> 30 2 88.4853099 1
#> 31 2 88.8029874 0
#> 32 2 91.7922358 1
#> 33 2 100.0000000 1
#> 34 3 0.0000000 1
#> 35 3 2.5955782 0
#> 36 3 15.5800388 1
#> 37 3 27.8702961 0
#> 38 3 31.8237049 1
#> 39 3 38.1165056 0
#> 40 3 44.3897107 1
#> 41 3 50.2765571 0
#> 42 3 55.9230073 1
#> 43 3 60.1266553 0
#> 44 3 96.1816932 1
#> 45 3 100.0000000 1
#> 46 4 0.0000000 1
#> 47 4 11.0033882 0
#> 48 4 22.2449166 1
#> 49 4 35.8822596 0
#> 50 4 38.7642180 1
#> 51 4 66.0169765 0
#> 52 4 72.5777917 1
#> 53 4 73.4837052 0
#> 54 4 75.0147244 1
#> 55 4 85.6868551 0
#> 56 4 87.2544364 1
#> 57 4 97.0008379 0
#> 58 4 100.0000000 0
#> 59 5 0.0000000 1
#> 60 5 25.7696133 0
#> 61 5 31.0080920 1
#> 62 5 41.2525054 0
#> 63 5 46.3918535 1
#> 64 5 49.2385381 0
#> 65 5 57.0537976 1
#> 66 5 57.4746805 0
#> 67 5 57.9678350 1
#> 68 5 58.9535281 0
#> 69 5 60.3554539 1
#> 70 5 63.3133235 0
#> 71 5 68.1754717 1
#> 72 5 77.4157440 0
#> 73 5 85.6277666 1
#> 74 5 100.0000000 1
#> 75 6 0.0000000 0
#> 76 6 7.6077481 1
#> 77 6 11.4078901 0
#> 78 6 12.6004550 1
#> 79 6 17.2653292 0
#> 80 6 17.4766865 1
#> 81 6 20.6734555 0
#> 82 6 23.8915101 1
#> 83 6 29.6171411 0
#> 84 6 30.6974186 1
#> 85 6 75.6841526 0
#> 86 6 84.9696054 1
#> 87 6 91.8241917 0
#> 88 6 99.0214549 1
#> 89 6 100.0000000 1
#> 90 7 0.0000000 0
#> 91 7 7.3165028 1
#> 92 7 22.6904426 0
#> 93 7 22.7134382 1
#> 94 7 33.8010929 0
#> 95 7 35.3009445 1
#> 96 7 47.2209746 0
#> 97 7 52.7956181 1
#> 98 7 53.4693770 0
#> 99 7 55.8727206 1
#> 100 7 71.5772640 0
#> 101 7 72.8769945 1
#> 102 7 91.4462174 0
#> 103 7 93.7623155 1
#> 104 7 96.1226730 0
#> 105 7 100.0000000 0
#> 106 8 0.0000000 1
#> 107 8 4.0323844 0
#> 108 8 8.7470836 1
#> 109 8 12.9128901 0
#> 110 8 16.6789821 1
#> 111 8 18.5658460 0
#> 112 8 22.9501153 1
#> 113 8 24.8504935 0
#> 114 8 29.7458846 1
#> 115 8 32.9796428 0
#> 116 8 39.5820306 1
#> 117 8 42.7666371 0
#> 118 8 50.7919736 1
#> 119 8 52.2493147 0
#> 120 8 61.2649613 1
#> 121 8 61.5655559 0
#> 122 8 68.0827586 1
#> 123 8 70.0806811 0
#> 124 8 78.8379623 1
#> 125 8 96.4746456 0
#> 126 8 100.0000000 0
#> 127 9 0.0000000 1
#> 128 9 32.9782480 0
#> 129 9 34.9867789 1
#> 130 9 45.9937962 0
#> 131 9 52.6384121 1
#> 132 9 59.0574386 0
#> 133 9 60.0366071 1
#> 134 9 64.6044957 0
#> 135 9 66.4682465 1
#> 136 9 100.0000000 1
#> 137 10 0.0000000 0
#> 138 10 5.4074258 1
#> 139 10 8.3770174 0
#> 140 10 8.7978210 1
#> 141 10 38.3318302 0
#> 142 10 48.1730915 1
#> 143 10 54.8116427 0
#> 144 10 62.8586035 1
#> 145 10 68.9269743 0
#> 146 10 69.3952359 1
#> 147 10 72.6415887 0
#> 148 10 81.4410003 1
#> 149 10 84.1021075 0
#> 150 10 88.8052383 1
#> 151 10 93.2963252 0
#> 152 10 99.7408576 1
#> 153 10 100.0000000 1
#> 154 11 0.0000000 0
#> 155 11 0.9304565 1
#> 156 11 8.5627856 0
#> 157 11 8.8734896 1
#> 158 11 14.5793230 0
#> 159 11 23.2332272 1
#> 160 11 36.3406663 0
#> 161 11 42.8150311 1
#> 162 11 47.4881382 0
#> 163 11 47.6525872 1
#> 164 11 49.1829676 0
#> 165 11 54.3753276 1
#> 166 11 65.1997847 0
#> 167 11 83.9362404 1
#> 168 11 83.9925013 0
#> 169 11 84.0143381 1
#> 170 11 100.0000000 1
#> 171 12 0.0000000 1
#> 172 12 4.7036861 0
#> 173 12 4.9614832 1
#> 174 12 10.1333466 0
#> 175 12 17.5490616 1
#> 176 12 30.3439172 0
#> 177 12 37.4762581 1
#> 178 12 58.6592015 0
#> 179 12 65.7800034 1
#> 180 12 74.6211465 0
#> 181 12 88.0760808 1
#> 182 12 100.0000000 1
#> 183 13 0.0000000 1
#> 184 13 5.0849480 0
#> 185 13 8.2510069 1
#> 186 13 8.9375126 0
#> 187 13 11.7832652 1
#> 188 13 55.4423746 0
#> 189 13 58.2330334 1
#> 190 13 62.8208465 0
#> 191 13 64.1221650 1
#> 192 13 71.1105824 0
#> 193 13 75.9265244 1
#> 194 13 83.2413199 0
#> 195 13 88.8027178 1
#> 196 13 94.8589632 0
#> 197 13 98.2160516 1
#> 198 13 100.0000000 1
#> 199 14 0.0000000 1
#> 200 14 8.7672900 0
#> 201 14 16.5806948 1
#> 202 14 20.6605360 0
#> 203 14 34.3622788 1
#> 204 14 62.8810534 0
#> 205 14 63.0019202 1
#> 206 14 67.7578683 0
#> 207 14 71.0984114 1
#> 208 14 80.6007144 0
#> 209 14 86.2895894 1
#> 210 14 87.1172403 0
#> 211 14 95.3317788 1
#> 212 14 96.9207830 0
#> 213 14 100.0000000 0
#> 214 15 0.0000000 1
#> 215 15 0.3014362 0
#> 216 15 8.7557211 1
#> 217 15 11.1937670 0
#> 218 15 12.3143954 1
#> 219 15 19.0195018 0
#> 220 15 26.7036553 1
#> 221 15 45.9918747 0
#> 222 15 47.0597357 1
#> 223 15 52.7386653 0
#> 224 15 62.4052843 1
#> 225 15 98.4327629 0
#> 226 15 100.0000000 0
#> 227 16 0.0000000 0
#> 228 16 6.9026349 1
#> 229 16 17.5464588 0
#> 230 16 19.1237431 1
#> 231 16 20.5715636 0
#> 232 16 25.2130362 1
#> 233 16 27.7964608 0
#> 234 16 30.4883999 1
#> 235 16 31.2419436 0
#> 236 16 31.8841321 1
#> 237 16 57.8725337 0
#> 238 16 68.2234886 1
#> 239 16 70.2772988 0
#> 240 16 84.1079262 1
#> 241 16 98.6713539 0
#> 242 16 100.0000000 0
#> 243 17 0.0000000 0
#> 244 17 1.3705213 1
#> 245 17 8.8738586 0
#> 246 17 14.1258461 1
#> 247 17 17.7415971 0
#> 248 17 22.5463180 1
#> 249 17 29.1776899 0
#> 250 17 37.0658770 1
#> 251 17 56.2906861 0
#> 252 17 57.4057019 1
#> 253 17 95.8577607 0
#> 254 17 96.8203962 1
#> 255 17 100.0000000 1
#> 256 18 0.0000000 1
#> 257 18 2.5251389 0
#> 258 18 7.0489732 1
#> 259 18 19.5086315 0
#> 260 18 27.8591070 1
#> 261 18 31.7659942 0
#> 262 18 36.8226784 1
#> 263 18 37.5725148 0
#> 264 18 50.9253884 1
#> 265 18 67.6815930 0
#> 266 18 71.8071864 1
#> 267 18 73.4846331 0
#> 268 18 75.8017097 1
#> 269 18 92.9063262 0
#> 270 18 95.3620570 1
#> 271 18 100.0000000 1
#> 272 19 0.0000000 0
#> 273 19 1.7333248 1
#> 274 19 2.2097768 0
#> 275 19 7.6715486 1
#> 276 19 21.9378470 0
#> 277 19 24.5285412 1
#> 278 19 40.7844228 0
#> 279 19 51.7545100 1
#> 280 19 53.4532412 0
#> 281 19 57.3345375 1
#> 282 19 73.1580645 0
#> 283 19 76.2620452 1
#> 284 19 100.0000000 1
#> 285 20 0.0000000 1
#> 286 20 11.5227783 0
#> 287 20 14.9901269 1
#> 288 20 30.3444910 0
#> 289 20 33.4838282 1
#> 290 20 42.7258550 0
#> 291 20 44.6032819 1
#> 292 20 45.4058053 0
#> 293 20 47.1880439 1
#> 294 20 59.9031426 0
#> 295 20 70.9394685 1
#> 296 20 78.4735636 0
#> 297 20 78.6452508 1
#> 298 20 84.3837978 0
#> 299 20 89.9216552 1
#> 300 20 100.0000000 1
#> 301 21 0.0000000 0
#> 302 21 11.7950407 1
#> 303 21 23.3446833 0
#> 304 21 32.3967077 1
#> 305 21 33.1177821 0
#> 306 21 33.1572692 1
#> 307 21 35.5231281 0
#> 308 21 47.5228303 1
#> 309 21 50.2653409 0
#> 310 21 59.0665489 1
#> 311 21 66.4322774 0
#> 312 21 69.5830924 1
#> 313 21 78.5602652 0
#> 314 21 84.3194216 1
#> 315 21 93.7354051 0
#> 316 21 100.0000000 0
#> 317 22 0.0000000 1
#> 318 22 3.5802683 0
#> 319 22 3.6687371 1
#> 320 22 12.7157139 0
#> 321 22 14.2650261 1
#> 322 22 20.5945888 0
#> 323 22 35.7774041 1
#> 324 22 40.5580378 0
#> 325 22 45.9981636 1
#> 326 22 52.5831801 0
#> 327 22 52.9385940 1
#> 328 22 60.8518803 0
#> 329 22 63.8613624 1
#> 330 22 89.3189290 0
#> 331 22 92.6400068 1
#> 332 22 100.0000000 1
#> 333 23 0.0000000 1
#> 334 23 0.5646832 0
#> 335 23 3.5870653 1
#> 336 23 15.9254813 0
#> 337 23 20.9431652 1
#> 338 23 41.2012051 0
#> 339 23 41.8950317 1
#> 340 23 45.5667300 0
#> 341 23 47.2240814 1
#> 342 23 47.8219306 0
#> 343 23 47.9203596 1
#> 344 23 82.9204264 0
#> 345 23 99.4169676 1
#> 346 23 100.0000000 1
#> 347 24 0.0000000 1
#> 348 24 3.0753336 0
#> 349 24 9.4461448 1
#> 350 24 15.6922413 0
#> 351 24 16.1624755 1
#> 352 24 19.9977558 0
#> 353 24 20.8723695 1
#> 354 24 32.7185175 0
#> 355 24 39.4503616 1
#> 356 24 75.8607342 0
#> 357 24 76.5280750 1
#> 358 24 89.0938123 0
#> 359 24 94.9174672 1
#> 360 24 95.9664635 0
#> 361 24 97.6335150 1
#> 362 24 98.0548253 0
#> 363 24 98.3610692 1
#> 364 24 98.5284818 0
#> 365 24 100.0000000 0
#> 366 25 0.0000000 1
#> 367 25 27.9568082 0
#> 368 25 35.6709070 1
#> 369 25 45.3421624 0
#> 370 25 54.2329868 1
#> 371 25 60.2615785 0
#> 372 25 68.0443326 1
#> 373 25 74.4986805 0
#> 374 25 79.5843729 1
#> 375 25 91.4826203 0
#> 376 25 92.7800745 1
#> 377 25 100.0000000 1
#> 378 26 0.0000000 0
#> 379 26 2.0237778 1
#> 380 26 7.1210869 0
#> 381 26 7.2740890 1
#> 382 26 12.7822408 0
#> 383 26 18.7843050 1
#> 384 26 49.9847678 0
#> 385 26 55.7387254 1
#> 386 26 63.6202480 0
#> 387 26 64.6754876 1
#> 388 26 69.8581944 0
#> 389 26 73.3065406 1
#> 390 26 80.9594306 0
#> 391 26 90.4972659 1
#> 392 26 96.8763735 0
#> 393 26 100.0000000 0
#> 394 27 0.0000000 1
#> 395 27 5.9764712 0
#> 396 27 6.2895036 1
#> 397 27 8.8043764 0
#> 398 27 11.2607386 1
#> 399 27 35.7157071 0
#> 400 27 40.1917953 1
#> 401 27 42.4830384 0
#> 402 27 45.0123590 1
#> 403 27 48.3100102 0
#> 404 27 50.6762137 1
#> 405 27 51.0670255 0
#> 406 27 51.0961085 1
#> 407 27 62.0493713 0
#> 408 27 65.5049325 1
#> 409 27 71.6336358 0
#> 410 27 82.8462232 1
#> 411 27 100.0000000 1
#> 412 28 0.0000000 1
#> 413 28 16.4363696 0
#> 414 28 17.9069431 1
#> 415 28 35.6513064 0
#> 416 28 54.4036689 1
#> 417 28 54.8299458 0
#> 418 28 67.1293850 1
#> 419 28 75.3809506 0
#> 420 28 82.2553846 1
#> 421 28 84.0009470 0
#> 422 28 87.0678913 1
#> 423 28 100.0000000 1
#> 424 29 0.0000000 0
#> 425 29 5.9428873 1
#> 426 29 12.5673269 0
#> 427 29 14.4756190 1
#> 428 29 14.9223344 0
#> 429 29 23.6817364 1
#> 430 29 30.8889465 0
#> 431 29 32.2369516 1
#> 432 29 33.0281699 0
#> 433 29 40.5637837 1
#> 434 29 48.8437266 0
#> 435 29 49.6740326 1
#> 436 29 66.7390475 0
#> 437 29 79.8403441 1
#> 438 29 89.2377672 0
#> 439 29 92.9061525 1
#> 440 29 100.0000000 1
#> 441 30 0.0000000 1
#> 442 30 10.3149903 0
#> 443 30 11.6328790 1
#> 444 30 12.5614041 0
#> 445 30 18.5560299 1
#> 446 30 37.2888147 0
#> 447 30 42.5596527 1
#> 448 30 45.7520794 0
#> 449 30 48.0456887 1
#> 450 30 55.0026977 0
#> 451 30 55.3766051 1
#> 452 30 59.5900247 0
#> 453 30 61.7137571 1
#> 454 30 100.0000000 1
#> 455 31 0.0000000 0
#> 456 31 2.2435338 1
#> 457 31 19.8844851 0
#> 458 31 24.6664768 1
#> 459 31 30.7516024 0
#> 460 31 30.7557322 1
#> 461 31 46.4868672 0
#> 462 31 63.2480983 1
#> 463 31 65.1951680 0
#> 464 31 70.0874728 1
#> 465 31 70.6460528 0
#> 466 31 73.6002730 1
#> 467 31 95.4239039 0
#> 468 31 97.3741109 1
#> 469 31 99.1028656 0
#> 470 31 100.0000000 0
#> 471 32 0.0000000 0
#> 472 32 0.5743758 1
#> 473 32 7.7602629 0
#> 474 32 17.8414872 1
#> 475 32 18.1171100 0
#> 476 32 26.7199604 1
#> 477 32 28.1070141 0
#> 478 32 35.8045786 1
#> 479 32 51.3242232 0
#> 480 32 58.0356213 1
#> 481 32 61.6958270 0
#> 482 32 63.2301052 1
#> 483 32 67.9150177 0
#> 484 32 70.9900088 1
#> 485 32 85.0981059 0
#> 486 32 88.5794125 1
#> 487 32 98.7727640 0
#> 488 32 100.0000000 0
#> 489 33 0.0000000 1
#> 490 33 6.1722409 0
#> 491 33 9.8140008 1
#> 492 33 16.2033436 0
#> 493 33 38.5967419 1
#> 494 33 58.7330536 0
#> 495 33 77.0675627 1
#> 496 33 85.3243423 0
#> 497 33 87.2046136 1
#> 498 33 100.0000000 1
#> 499 34 0.0000000 0
#> 500 34 13.6941331 1
#> 501 34 21.8482119 0
#> 502 34 27.5432722 1
#> 503 34 34.8445376 0
#> 504 34 38.7305704 1
#> 505 34 71.4944354 0
#> 506 34 75.2160974 1
#> 507 34 78.5281073 0
#> 508 34 80.2045097 1
#> 509 34 100.0000000 1
#> 510 35 0.0000000 1
#> 511 35 11.4619345 0
#> 512 35 11.9443775 1
#> 513 35 20.6762202 0
#> 514 35 27.6510034 1
#> 515 35 29.4490359 0
#> 516 35 30.0657920 1
#> 517 35 33.8402144 0
#> 518 35 38.5313665 1
#> 519 35 40.6431033 0
#> 520 35 40.9060041 1
#> 521 35 70.9855108 0
#> 522 35 95.5025459 1
#> 523 35 100.0000000 1
#> 524 36 0.0000000 0
#> 525 36 2.2084035 1
#> 526 36 5.5385178 0
#> 527 36 6.2592551 1
#> 528 36 10.3355141 0
#> 529 36 11.9077247 1
#> 530 36 20.4132823 0
#> 531 36 33.5896464 1
#> 532 36 37.8367219 0
#> 533 36 49.1445734 1
#> 534 36 49.2082040 0
#> 535 36 56.3414596 1
#> 536 36 66.3222573 0
#> 537 36 68.5862462 1
#> 538 36 71.6086983 0
#> 539 36 71.8691316 1
#> 540 36 72.1627535 0
#> 541 36 73.6371749 1
#> 542 36 82.4457963 0
#> 543 36 90.6690795 1
#> 544 36 100.0000000 1
#> 545 37 0.0000000 0
#> 546 37 8.7222338 1
#> 547 37 13.9619403 0
#> 548 37 14.2358897 1
#> 549 37 14.3262832 0
#> 550 37 16.2582722 1
#> 551 37 17.0019821 0
#> 552 37 17.5169687 1
#> 553 37 22.4238055 0
#> 554 37 23.4556351 1
#> 555 37 30.7641737 0
#> 556 37 39.6560541 1
#> 557 37 43.0481250 0
#> 558 37 43.5133529 1
#> 559 37 49.7426261 0
#> 560 37 52.3342941 1
#> 561 37 89.8354715 0
#> 562 37 95.9192814 1
#> 563 37 100.0000000 1
#> 564 38 0.0000000 1
#> 565 38 3.7610053 0
#> 566 38 4.5966339 1
#> 567 38 7.9631068 0
#> 568 38 8.0762528 1
#> 569 38 13.3312646 0
#> 570 38 13.5788285 1
#> 571 38 69.3924162 0
#> 572 38 71.2341406 1
#> 573 38 83.5230792 0
#> 574 38 88.3798797 1
#> 575 38 94.5476048 0
#> 576 38 100.0000000 0
#> 577 39 0.0000000 0
#> 578 39 2.3722493 1
#> 579 39 13.2243233 0
#> 580 39 13.7711416 1
#> 581 39 28.6135746 0
#> 582 39 31.4628901 1
#> 583 39 32.8775750 0
#> 584 39 33.8412046 1
#> 585 39 34.9411488 0
#> 586 39 35.0232473 1
#> 587 39 37.7207705 0
#> 588 39 50.5520438 1
#> 589 39 67.3597242 0
#> 590 39 73.9337900 1
#> 591 39 84.5378396 0
#> 592 39 91.3087246 1
#> 593 39 100.0000000 1
#> 594 40 0.0000000 1
#> 595 40 16.3328757 0
#> 596 40 16.4852524 1
#> 597 40 16.9098925 0
#> 598 40 23.5745469 1
#> 599 40 33.6224078 0
#> 600 40 34.8550217 1
#> 601 40 49.9161998 0
#> 602 40 51.8163954 1
#> 603 40 75.9266152 0
#> 604 40 78.7463043 1
#> 605 40 100.0000000 1
#> 606 41 0.0000000 1
#> 607 41 7.7078097 0
#> 608 41 11.8305539 1
#> 609 41 14.6949851 0
#> 610 41 14.7192399 1
#> 611 41 28.4125407 0
#> 612 41 34.3448151 1
#> 613 41 36.8870291 0
#> 614 41 37.3648098 1
#> 615 41 53.4881437 0
#> 616 41 63.0721029 1
#> 617 41 70.6081329 0
#> 618 41 71.3296197 1
#> 619 41 84.2678586 0
#> 620 41 84.9225124 1
#> 621 41 91.5149900 0
#> 622 41 92.9361282 1
#> 623 41 100.0000000 1
#> 624 42 0.0000000 1
#> 625 42 22.6910237 0
#> 626 42 31.0298880 1
#> 627 42 34.3423470 0
#> 628 42 37.0792682 1
#> 629 42 45.8267432 0
#> 630 42 56.4741999 1
#> 631 42 65.7688487 0
#> 632 42 75.1059332 1
#> 633 42 75.2458878 0
#> 634 42 93.7156971 1
#> 635 42 99.1894179 0
#> 636 42 99.7860687 1
#> 637 42 100.0000000 1
#> 638 43 0.0000000 0
#> 639 43 4.0502121 1
#> 640 43 15.0405152 0
#> 641 43 21.4014308 1
#> 642 43 27.6261778 0
#> 643 43 32.4631756 1
#> 644 43 34.0921224 0
#> 645 43 38.4894600 1
#> 646 43 55.4547235 0
#> 647 43 62.5977207 1
#> 648 43 65.0322404 0
#> 649 43 65.5121832 1
#> 650 43 81.3146639 0
#> 651 43 81.9101226 1
#> 652 43 91.9450230 0
#> 653 43 94.1408958 1
#> 654 43 100.0000000 1
#> 655 44 0.0000000 0
#> 656 44 6.2916377 1
#> 657 44 54.6589850 0
#> 658 44 57.1156906 1
#> 659 44 63.6500004 0
#> 660 44 65.5194556 1
#> 661 44 73.5085227 0
#> 662 44 75.1005020 1
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