CARGA DE LIBRERÍAS
library(readxl)
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(knitr)
library(gt)
ruta <- "C:/Users/juner/OneDrive/Desktop/r/5000_Datos (1).xlsx"
datos <- read_excel(ruta)
horas <- as.numeric(datos$CUMULATIVE_WORK_HOURS)
impacto <- as.numeric(datos$INJURY_IMPACT_SCORE)
TPV <- data.frame(
horas = horas,
impacto = impacto
)
TPV <- na.omit(TPV)
TPV <- TPV[TPV$horas > 0 & TPV$impacto > 0, ]
Q1_horas <- quantile(TPV$horas, 0.25)
Q3_horas <- quantile(TPV$horas, 0.75)
IQR_horas <- Q3_horas - Q1_horas
lim_inf_horas <- Q1_horas - 1.5 * IQR_horas
lim_sup_horas <- Q3_horas + 1.5 * IQR_horas
Q1_impacto <- quantile(TPV$impacto, 0.25)
Q3_impacto <- quantile(TPV$impacto, 0.75)
IQR_impacto <- Q3_impacto - Q1_impacto
lim_inf_impacto <- Q1_impacto - 1.5 * IQR_impacto
lim_sup_impacto <- Q3_impacto + 1.5 * IQR_impacto
TPV_limpio <- TPV[
TPV$horas >= lim_inf_horas & TPV$horas <= lim_sup_horas &
TPV$impacto >= lim_inf_impacto & TPV$impacto <= lim_sup_impacto,
]
dim(TPV_limpio)
## [1] 4717 2
summary(TPV_limpio)
## horas impacto
## Min. : 56.58 Min. : 96.61
## 1st Qu.: 871.95 1st Qu.:133.50
## Median :1586.58 Median :145.90
## Mean :1581.80 Mean :143.26
## 3rd Qu.:2301.25 3rd Qu.:155.14
## Max. :2999.55 Max. :187.48
tabla_media <- aggregate(impacto ~ horas,
data = TPV_limpio,
FUN = mean)
tabla_media
## horas impacto
## 1 56.57632 96.71891
## 2 59.87232 96.61337
## 3 79.88241 98.52682
## 4 81.63047 99.68427
## 5 84.60051 98.65903
## 6 91.97052 101.37470
## 7 92.79654 99.18276
## 8 94.11096 99.26265
## 9 95.04505 109.34732
## 10 98.38427 98.57883
## 11 98.44999 101.09147
## 12 98.58076 100.52619
## 13 99.21778 115.10472
## 14 100.61086 98.94804
## 15 101.09525 105.19865
## 16 102.13839 96.82601
## 17 102.94714 106.22659
## 18 103.31044 103.96220
## 19 103.79805 105.60089
## 20 104.40623 97.79267
## 21 105.82448 99.99228
## 22 106.68543 97.18518
## 23 107.73588 101.78370
## 24 109.07036 98.29075
## 25 110.05742 99.29153
## 26 110.45092 97.18134
## 27 110.55422 96.61116
## 28 110.57973 97.15066
## 29 111.31068 100.69104
## 30 112.75321 100.17869
## 31 114.31460 99.76565
## 32 116.98393 104.72807
## 33 117.68645 111.42512
## 34 118.07834 100.83108
## 35 119.73435 106.27772
## 36 122.77888 101.47498
## 37 125.03900 107.49472
## 38 125.05617 103.97181
## 39 125.88137 100.39177
## 40 126.07546 105.16000
## 41 128.40749 109.45872
## 42 129.25851 96.64283
## 43 129.30764 100.41452
## 44 129.63590 108.32100
## 45 131.34721 100.88460
## 46 132.41820 108.06326
## 47 132.49566 99.87481
## 48 133.68636 102.01352
## 49 134.35942 98.72292
## 50 135.16663 107.57617
## 51 135.24017 97.77098
## 52 135.44352 105.23041
## 53 135.86896 109.92257
## 54 136.95369 99.01443
## 55 137.03906 100.57191
## 56 137.11931 109.61804
## 57 137.76640 97.22265
## 58 139.09992 97.96043
## 59 141.36215 102.37887
## 60 142.93238 106.69887
## 61 143.95169 103.93929
## 62 145.47713 100.80690
## 63 148.24889 101.80233
## 64 149.91641 109.26793
## 65 151.68406 99.97891
## 66 152.22729 112.57358
## 67 152.32723 99.62098
## 68 152.40474 105.36293
## 69 152.89933 100.65450
## 70 153.23684 108.66348
## 71 153.72981 107.26503
## 72 154.52169 100.52986
## 73 154.61504 106.37201
## 74 156.55504 106.38810
## 75 157.18462 98.39264
## 76 158.29994 100.49640
## 77 159.10022 115.42573
## 78 159.41122 101.22394
## 79 161.16201 103.29087
## 80 162.05358 105.31052
## 81 162.09041 105.62211
## 82 162.66214 98.22394
## 83 163.30310 99.48586
## 84 163.33807 110.33071
## 85 163.56101 115.73679
## 86 164.46481 110.55625
## 87 165.16804 109.31659
## 88 165.54292 97.07753
## 89 167.03186 101.08221
## 90 167.45912 102.11666
## 91 169.15437 99.35253
## 92 169.27953 102.06636
## 93 170.89507 111.51479
## 94 171.05762 111.11931
## 95 171.69948 107.46858
## 96 171.75901 99.05279
## 97 172.49892 107.46809
## 98 173.00559 102.24467
## 99 173.66419 98.26170
## 100 174.62394 107.14732
## 101 175.54125 104.09368
## 102 176.24532 109.17036
## 103 177.17309 98.38582
## 104 178.55100 113.73137
## 105 178.63826 101.62153
## 106 179.65441 109.34272
## 107 180.50808 115.06165
## 108 180.69154 109.25051
## 109 180.97553 100.99267
## 110 181.17359 110.44487
## 111 182.11221 99.22921
## 112 182.24143 104.91437
## 113 182.50976 104.32932
## 114 184.26129 105.33001
## 115 185.27202 102.01327
## 116 185.51715 121.63897
## 117 186.00133 101.65845
## 118 187.64679 105.91039
## 119 188.00942 100.07236
## 120 191.02064 97.36769
## 121 193.26786 102.52866
## 122 193.86850 130.84126
## 123 194.90577 109.86443
## 124 195.54508 111.99342
## 125 195.70272 117.59090
## 126 196.35636 110.20410
## 127 196.49563 100.62911
## 128 198.96872 113.28654
## 129 199.39629 107.02356
## 130 201.32730 105.94057
## 131 201.33317 113.68848
## 132 201.46388 99.74590
## 133 201.94036 100.47561
## 134 202.27139 113.42404
## 135 202.39318 111.53858
## 136 202.88601 121.93981
## 137 203.91610 96.94352
## 138 204.72705 101.67933
## 139 205.01197 106.74206
## 140 206.92570 98.91410
## 141 206.97323 104.09516
## 142 207.42166 110.79061
## 143 207.71179 112.66449
## 144 209.04960 106.41484
## 145 209.25821 113.56152
## 146 209.34494 104.12892
## 147 209.48407 118.53460
## 148 210.65248 106.37822
## 149 210.91913 97.67374
## 150 214.77429 119.60347
## 151 215.29413 111.00417
## 152 217.38655 117.32495
## 153 218.91505 107.52346
## 154 219.17822 102.07485
## 155 219.20214 100.66285
## 156 219.40691 97.17908
## 157 219.60339 99.50964
## 158 219.85362 106.73081
## 159 220.08091 113.03958
## 160 220.34407 108.74719
## 161 220.47944 108.63443
## 162 220.50609 112.33565
## 163 220.83086 104.60783
## 164 222.34968 118.46242
## 165 223.27058 125.76830
## 166 223.70535 105.32232
## 167 223.87775 113.50460
## 168 223.88785 103.32183
## 169 226.11350 107.08479
## 170 226.29840 111.34355
## 171 226.31489 115.32095
## 172 226.66337 106.55045
## 173 227.14418 109.16286
## 174 229.29259 119.05414
## 175 230.26488 107.50976
## 176 232.57464 102.56214
## 177 233.32187 114.71727
## 178 233.43895 109.96517
## 179 233.76103 107.47523
## 180 234.86404 104.13034
## 181 236.90813 119.86823
## 182 237.18796 102.75566
## 183 237.78441 107.73490
## 184 238.04369 97.07663
## 185 238.27688 111.09664
## 186 238.31275 108.09422
## 187 238.32868 107.39550
## 188 238.35019 109.60500
## 189 238.39320 112.65275
## 190 238.95123 104.03288
## 191 239.23203 105.88123
## 192 239.32181 109.29786
## 193 239.50967 110.03569
## 194 239.54114 103.06060
## 195 239.89799 104.05959
## 196 240.18274 106.24371
## 197 240.85989 120.05999
## 198 241.49508 109.62265
## 199 242.82232 119.50981
## 200 244.90446 104.91740
## 201 245.48896 114.54652
## 202 245.70974 109.20142
## 203 246.11883 109.08808
## 204 246.20722 109.63490
## 205 246.88973 119.39952
## 206 247.20479 127.58188
## 207 248.30919 118.39474
## 208 248.58964 97.16602
## 209 248.71440 111.44003
## 210 248.86830 114.36782
## 211 250.01255 125.31035
## 212 250.43502 101.90630
## 213 250.76645 109.61986
## 214 251.19781 114.95975
## 215 251.39778 115.39990
## 216 251.50301 109.97187
## 217 252.67828 111.88300
## 218 252.72579 103.74518
## 219 253.34647 120.04320
## 220 253.38964 108.45792
## 221 253.64865 112.80592
## 222 253.96201 104.13173
## 223 254.54679 118.26129
## 224 256.04137 103.36592
## 225 256.18465 99.31926
## 226 258.62781 116.53057
## 227 259.05271 102.85735
## 228 260.42279 107.27874
## 229 261.07529 115.46306
## 230 261.71940 104.71238
## 231 263.67178 110.59450
## 232 264.30350 109.25773
## 233 264.94927 115.39278
## 234 266.60862 113.12646
## 235 267.15491 124.31354
## 236 267.17234 105.67632
## 237 267.60817 114.35234
## 238 267.73043 109.27141
## 239 268.98476 115.30274
## 240 272.41350 126.59694
## 241 273.02654 118.10942
## 242 273.06796 107.43300
## 243 273.86587 109.58211
## 244 273.86686 107.07541
## 245 274.18519 103.42902
## 246 274.97588 110.77461
## 247 275.82425 108.65336
## 248 276.56284 116.32020
## 249 277.05152 116.93488
## 250 277.18034 112.22772
## 251 277.78376 115.73982
## 252 278.28113 106.25185
## 253 279.44413 111.64252
## 254 281.34983 117.54254
## 255 281.38050 110.79550
## 256 281.83493 117.01855
## 257 281.83514 101.60594
## 258 282.00663 107.04885
## 259 283.61729 114.34533
## 260 283.69417 106.97136
## 261 283.80184 120.39924
## 262 284.37447 109.40637
## 263 284.99314 126.53062
## 264 286.93165 104.33879
## 265 288.74285 107.86724
## 266 290.27476 115.65046
## 267 290.65509 112.57893
## 268 290.68906 126.26520
## 269 290.70068 124.22447
## 270 290.85818 133.05897
## 271 291.37230 98.69937
## 272 291.60434 112.00044
## 273 292.55548 118.57896
## 274 292.61006 118.83942
## 275 292.92421 121.58915
## 276 295.83592 111.59926
## 277 295.92943 121.68994
## 278 296.95221 119.85797
## 279 297.86354 118.62413
## 280 301.11659 117.60076
## 281 302.05375 109.51897
## 282 302.23999 124.02020
## 283 302.82433 128.12891
## 284 303.63391 123.22822
## 285 303.90147 114.81824
## 286 304.36758 131.63207
## 287 304.70720 117.71070
## 288 304.99629 120.84600
## 289 305.72458 117.04500
## 290 306.24133 116.58144
## 291 307.28505 125.83670
## 292 307.45683 122.75833
## 293 307.64603 123.59069
## 294 307.72512 111.84724
## 295 307.75595 112.63863
## 296 307.81289 119.69964
## 297 308.38068 125.87898
## 298 308.97047 108.27008
## 299 309.65081 119.19144
## 300 311.82380 121.32118
## 301 313.13654 114.26838
## 302 314.23686 120.22818
## 303 314.59076 103.18630
## 304 315.08941 112.08245
## 305 315.44504 112.96611
## 306 316.09552 103.56367
## 307 316.37295 114.52101
## 308 316.67158 131.47308
## 309 316.74113 115.16252
## 310 317.35221 101.51822
## 311 317.38646 119.01101
## 312 317.55856 123.29865
## 313 317.66149 126.68125
## 314 317.90686 101.72527
## 315 318.17527 113.16345
## 316 318.65430 117.32604
## 317 318.66854 119.49734
## 318 319.04265 120.39104
## 319 319.50709 119.23297
## 320 319.54981 123.54160
## 321 320.40167 111.16056
## 322 320.44665 121.85230
## 323 322.12483 119.66854
## 324 322.13429 109.31555
## 325 322.17538 111.96324
## 326 322.64544 113.40170
## 327 323.24906 108.43804
## 328 325.07622 115.04658
## 329 325.12264 112.24987
## 330 326.37579 117.24740
## 331 326.40308 122.62718
## 332 326.75963 132.11545
## 333 326.79722 127.01677
## 334 327.25918 116.81200
## 335 327.29876 102.43687
## 336 328.19352 128.64075
## 337 328.24222 118.53009
## 338 328.77311 119.44838
## 339 330.10094 118.55280
## 340 330.25765 108.59730
## 341 330.65100 115.42320
## 342 331.26737 104.26063
## 343 332.50861 120.79004
## 344 332.52430 113.12722
## 345 332.87734 129.86012
## 346 333.01140 130.18731
## 347 334.11098 104.58788
## 348 334.80206 107.61401
## 349 336.17113 119.17194
## 350 336.39504 123.16067
## 351 337.17295 109.36446
## 352 337.36858 122.53285
## 353 339.36979 103.40624
## 354 339.67031 118.05473
## 355 340.47756 117.32314
## 356 340.55202 106.16601
## 357 341.17400 117.82645
## 358 342.51547 112.13384
## 359 342.82378 117.22926
## 360 342.93104 121.44514
## 361 343.32397 102.06969
## 362 344.38487 121.80239
## 363 346.52802 114.55075
## 364 347.00486 121.04272
## 365 347.28068 121.17634
## 366 348.27092 126.80473
## 367 348.84487 115.70107
## 368 348.93378 102.50054
## 369 349.46340 112.44023
## 370 349.81239 135.04636
## 371 350.29290 97.13101
## 372 350.62895 121.98585
## 373 351.17913 122.19036
## 374 351.70782 107.21134
## 375 351.92991 101.80361
## 376 353.50808 119.81531
## 377 353.55097 127.04138
## 378 354.87232 125.13206
## 379 356.53607 125.33333
## 380 357.27609 115.62395
## 381 357.85980 107.16179
## 382 358.88032 109.75143
## 383 359.01270 110.14268
## 384 359.73755 119.38823
## 385 360.54389 123.99442
## 386 360.54567 116.39556
## 387 361.30649 108.23540
## 388 361.58596 124.54245
## 389 361.65906 113.51702
## 390 362.34941 124.72090
## 391 362.72753 122.24320
## 392 363.42530 124.75485
## 393 364.46023 114.31967
## 394 365.09491 139.77087
## 395 365.29463 110.04667
## 396 367.14536 124.11912
## 397 367.22436 122.46935
## 398 368.26356 122.69665
## 399 369.20048 108.45477
## 400 369.73694 123.83479
## 401 369.94410 114.14677
## 402 370.30332 101.66090
## 403 370.31781 121.31691
## 404 370.76808 122.99854
## 405 371.54069 113.50910
## 406 371.93863 117.38080
## 407 371.97165 116.87038
## 408 373.03679 128.55182
## 409 373.12205 106.38951
## 410 374.67987 118.20905
## 411 374.72174 111.45890
## 412 374.88837 110.78729
## 413 377.61022 119.18829
## 414 377.66323 124.71373
## 415 378.50382 114.99755
## 416 378.72737 115.57497
## 417 379.94787 116.07617
## 418 380.11200 104.20077
## 419 380.24640 114.51756
## 420 381.31394 115.98720
## 421 381.44879 115.21492
## 422 382.50481 116.59327
## 423 382.65940 106.21919
## 424 382.66370 121.25014
## 425 382.82435 113.83471
## 426 383.94898 104.36919
## 427 384.16045 106.21597
## 428 384.84365 125.29835
## 429 385.13204 108.47449
## 430 386.09337 119.36625
## 431 386.18541 128.99691
## 432 386.39636 117.85101
## 433 387.71146 122.45117
## 434 387.73465 125.43261
## 435 387.78756 121.82311
## 436 388.47884 126.08988
## 437 390.13444 128.97364
## 438 390.25248 115.24986
## 439 390.30655 109.55362
## 440 391.41942 108.86561
## 441 391.57825 110.08820
## 442 391.65353 112.66955
## 443 392.75301 110.15872
## 444 393.04505 134.33152
## 445 393.88610 104.68635
## 446 394.49494 129.34799
## 447 395.26614 110.75258
## 448 395.81295 124.65788
## 449 396.55518 133.23254
## 450 396.88585 126.86142
## 451 398.69382 124.80256
## 452 398.96664 140.60865
## 453 400.08175 128.49048
## 454 400.24132 127.84758
## 455 402.27057 118.33076
## 456 403.00387 112.85252
## 457 403.08908 132.09050
## 458 403.08990 115.39972
## 459 403.98465 123.57179
## 460 404.81743 131.15139
## 461 405.83154 114.23889
## 462 409.58548 116.43536
## 463 409.62921 133.31728
## 464 409.91863 114.92316
## 465 410.17783 121.59635
## 466 411.25230 125.66920
## 467 412.46288 111.21919
## 468 412.63337 128.37481
## 469 413.94283 117.20037
## 470 414.74030 112.14721
## 471 414.86995 124.84688
## 472 415.77980 112.28037
## 473 417.68454 131.82489
## 474 418.26622 109.76662
## 475 420.02126 102.25801
## 476 421.74613 112.63458
## 477 422.32444 126.70753
## 478 423.17200 118.94738
## 479 424.51788 120.54502
## 480 425.04240 118.56898
## 481 425.73668 127.97253
## 482 425.84726 135.67158
## 483 426.70398 118.20551
## 484 427.11625 126.01651
## 485 427.63079 122.57534
## 486 428.01367 126.60257
## 487 428.26955 98.76807
## 488 428.62008 120.84574
## 489 428.75832 117.48881
## 490 429.16895 123.31581
## 491 430.89975 134.38609
## 492 431.05663 119.39561
## 493 432.12196 126.75743
## 494 432.54396 112.70595
## 495 432.90899 119.44435
## 496 433.03695 131.49738
## 497 433.71022 130.54826
## 498 436.14061 121.75882
## 499 436.67621 119.15611
## 500 436.94719 122.49784
## 501 437.26274 139.67212
## 502 437.50178 136.45855
## 503 438.33293 116.17492
## 504 438.72916 116.42651
## 505 438.83885 129.97136
## 506 440.92597 120.49819
## 507 441.81825 117.89669
## 508 442.83099 126.37667
## 509 443.24229 105.68384
## 510 445.22092 130.62416
## 511 445.96164 126.36961
## 512 446.03106 127.15901
## 513 446.34029 121.62826
## 514 446.73418 117.31815
## 515 447.17922 123.27909
## 516 448.35223 127.20878
## 517 450.37679 132.17065
## 518 451.78545 116.49602
## 519 452.00079 117.55269
## 520 452.41959 132.23459
## 521 453.33007 122.71293
## 522 453.34402 115.76970
## 523 455.20203 106.61136
## 524 455.35876 127.38628
## 525 455.37541 127.82252
## 526 456.01844 114.77238
## 527 458.09446 118.46376
## 528 458.50806 124.15652
## 529 459.07553 116.60927
## 530 459.56807 126.56426
## 531 459.57173 119.34000
## 532 460.18535 122.75441
## 533 460.93573 122.78303
## 534 461.52012 120.69400
## 535 461.81178 132.19628
## 536 461.94150 124.47354
## 537 462.55825 126.38996
## 538 463.94700 113.38791
## 539 465.48670 122.02071
## 540 466.06751 123.03653
## 541 467.32034 131.03860
## 542 467.52181 119.23992
## 543 468.45328 122.86888
## 544 469.53162 132.65292
## 545 471.74713 110.01726
## 546 472.06408 120.12366
## 547 472.83537 104.30284
## 548 473.27423 125.63869
## 549 473.60592 135.15684
## 550 473.83130 121.33391
## 551 476.79612 110.65136
## 552 476.92116 141.83323
## 553 477.26057 120.66815
## 554 477.33266 116.53331
## 555 478.75949 119.77649
## 556 480.10770 134.99926
## 557 480.58909 118.80303
## 558 480.72258 123.38813
## 559 480.80391 122.55649
## 560 481.04624 112.26691
## 561 481.19429 134.24429
## 562 482.07769 119.65368
## 563 482.13303 131.61071
## 564 482.38627 133.46125
## 565 482.40123 121.59617
## 566 482.56132 109.21835
## 567 482.68901 118.93430
## 568 483.93046 117.13914
## 569 484.00944 124.09763
## 570 484.74885 129.21283
## 571 486.13622 131.89188
## 572 487.11545 123.27820
## 573 488.04541 124.91787
## 574 488.88319 131.18138
## 575 490.52052 124.92369
## 576 490.83817 106.81759
## 577 490.95328 136.45478
## 578 491.18693 122.95082
## 579 491.36742 115.95347
## 580 491.93280 112.13452
## 581 492.52630 124.05453
## 582 493.33534 124.69573
## 583 494.22456 121.88661
## 584 495.53299 129.83682
## 585 495.76711 119.64290
## 586 495.91045 124.27618
## 587 496.77820 135.74198
## 588 497.07262 122.86610
## 589 498.23992 116.93533
## 590 498.48318 132.46288
## 591 499.49409 138.49424
## 592 499.54953 128.20003
## 593 499.74013 119.70429
## 594 500.06507 126.13269
## 595 500.10056 129.68177
## 596 500.10244 125.52794
## 597 500.14959 124.00778
## 598 500.35440 121.69246
## 599 500.90519 127.76826
## 600 501.51407 130.86679
## 601 502.53106 142.29120
## 602 503.30466 124.37952
## 603 503.64751 113.28408
## 604 504.04220 124.17813
## 605 504.22619 120.02822
## 606 504.85177 130.75205
## 607 505.20074 132.59421
## 608 505.45407 121.30922
## 609 506.07940 116.10484
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## 1783 1242.30240 131.58963
## 1784 1245.33133 149.94982
## 1785 1245.92935 148.03250
## 1786 1246.12384 134.59925
## 1787 1246.40336 146.77662
## 1788 1246.62573 155.45139
## 1789 1247.08475 139.20173
## 1790 1247.96486 139.99072
## 1791 1248.60380 143.14561
## 1792 1248.84936 148.33119
## 1793 1251.49137 139.10781
## 1794 1252.45042 138.88273
## 1795 1253.60072 152.07549
## 1796 1254.45358 134.04681
## 1797 1255.76116 137.36563
## 1798 1256.21571 137.58491
## 1799 1256.40154 145.62384
## 1800 1256.65543 145.77927
## 1801 1257.42693 145.67295
## 1802 1257.66594 132.61897
## 1803 1257.73696 138.06699
## 1804 1257.76825 134.83765
## 1805 1258.00335 143.34635
## 1806 1258.17251 142.89297
## 1807 1259.71071 147.16787
## 1808 1259.88670 141.64707
## 1809 1260.11638 145.05737
## 1810 1260.64330 132.36406
## 1811 1261.44305 152.74074
## 1812 1261.96198 139.74436
## 1813 1263.39266 137.95787
## 1814 1264.28973 138.25947
## 1815 1264.65484 146.55294
## 1816 1265.08823 158.04791
## 1817 1265.88120 143.75897
## 1818 1266.05493 150.32858
## 1819 1267.27632 135.28083
## 1820 1268.63666 139.29687
## 1821 1269.30760 138.60850
## 1822 1272.06040 152.90097
## 1823 1273.20634 153.44007
## 1824 1274.01006 140.40863
## 1825 1274.37500 141.77932
## 1826 1274.74068 148.84883
## 1827 1275.04529 149.75641
## 1828 1275.96786 150.77127
## 1829 1276.45258 142.75977
## 1830 1276.51455 145.50443
## 1831 1276.60555 145.37674
## 1832 1277.75352 147.63187
## 1833 1277.89752 147.06971
## 1834 1278.39418 139.77400
## 1835 1278.52032 133.64897
## 1836 1279.36840 149.64449
## 1837 1279.65253 140.13573
## 1838 1280.00275 144.38502
## 1839 1280.07489 150.41514
## 1840 1280.14566 144.45359
## 1841 1280.14851 141.42824
## 1842 1280.86307 139.26551
## 1843 1282.57301 141.75565
## 1844 1282.77943 155.76025
## 1845 1284.24825 141.73787
## 1846 1285.25577 152.82877
## 1847 1285.51179 157.19420
## 1848 1286.26928 162.87997
## 1849 1287.24016 150.00927
## 1850 1287.80457 136.62049
## 1851 1287.96948 138.99839
## 1852 1290.23487 150.88848
## 1853 1290.53103 143.05009
## 1854 1291.62145 156.12995
## 1855 1293.59244 145.39205
## 1856 1293.82199 144.39335
## 1857 1293.84583 121.24019
## 1858 1295.30520 144.25153
## 1859 1295.42651 150.09913
## 1860 1295.80713 141.15034
## 1861 1295.98969 151.38567
## 1862 1296.04143 138.27909
## 1863 1296.07556 137.02765
## 1864 1296.54212 154.39423
## 1865 1297.14125 140.92510
## 1866 1297.34187 140.90684
## 1867 1298.07602 142.64133
## 1868 1298.99861 154.43302
## 1869 1299.07911 134.56846
## 1870 1299.78313 146.27018
## 1871 1299.86192 148.01186
## 1872 1299.97916 126.36209
## 1873 1300.11446 177.68646
## 1874 1301.22230 143.15109
## 1875 1302.12167 157.16446
## 1876 1302.95512 131.16645
## 1877 1304.01032 138.96508
## 1878 1305.01879 139.03478
## 1879 1305.18024 149.41507
## 1880 1307.41336 167.80457
## 1881 1309.43153 135.22663
## 1882 1310.02686 161.77583
## 1883 1310.31183 146.60088
## 1884 1310.33901 141.69942
## 1885 1310.36139 151.71255
## 1886 1310.89601 148.20924
## 1887 1311.83939 126.00222
## 1888 1312.99571 163.37352
## 1889 1314.29557 144.73920
## 1890 1314.32007 135.09699
## 1891 1314.54088 151.93438
## 1892 1314.83759 146.52973
## 1893 1314.99706 147.40153
## 1894 1315.16810 140.80517
## 1895 1316.29237 145.93078
## 1896 1316.71324 159.24082
## 1897 1317.39965 133.09680
## 1898 1319.05838 145.78328
## 1899 1319.45292 146.11447
## 1900 1319.60480 136.08977
## 1901 1320.17868 147.60260
## 1902 1320.86499 144.50065
## 1903 1320.91920 148.10367
## 1904 1321.51662 133.28906
## 1905 1322.94900 138.17734
## 1906 1323.42089 142.20635
## 1907 1323.45575 136.37792
## 1908 1324.15968 137.30754
## 1909 1325.45542 148.19369
## 1910 1328.25271 123.38826
## 1911 1328.71737 148.54756
## 1912 1328.75863 132.23721
## 1913 1328.81319 142.20494
## 1914 1329.75373 138.06278
## 1915 1329.82264 142.02489
## 1916 1331.41149 130.65509
## 1917 1331.51247 133.48785
## 1918 1331.62070 151.96960
## 1919 1333.83306 131.68440
## 1920 1333.83398 132.11176
## 1921 1334.58851 137.86754
## 1922 1335.75786 136.94857
## 1923 1337.02786 147.75554
## 1924 1337.10619 147.68481
## 1925 1337.33084 148.02368
## 1926 1337.80265 132.02123
## 1927 1338.43821 143.52777
## 1928 1338.55387 132.35018
## 1929 1338.98704 138.47744
## 1930 1339.10779 148.54869
## 1931 1339.34936 145.90475
## 1932 1339.55686 121.78949
## 1933 1341.03959 148.30206
## 1934 1341.21838 137.67359
## 1935 1342.42016 131.01744
## 1936 1343.27523 155.39842
## 1937 1343.54435 134.00267
## 1938 1343.90464 141.53543
## 1939 1344.07170 141.78059
## 1940 1344.12822 150.13645
## 1941 1344.63759 139.47785
## 1942 1345.07479 138.85374
## 1943 1345.36468 146.35788
## 1944 1345.90859 129.37937
## 1945 1346.51021 145.78048
## 1946 1349.57781 142.68574
## 1947 1350.22064 143.30498
## 1948 1350.26635 116.09444
## 1949 1350.88036 151.86973
## 1950 1351.52945 137.33573
## 1951 1352.20126 126.73403
## 1952 1352.43176 151.76835
## 1953 1353.14495 151.18257
## 1954 1353.19980 139.95528
## 1955 1353.51535 152.09126
## 1956 1355.19533 150.79887
## 1957 1355.97998 133.11445
## 1958 1357.07785 153.00237
## 1959 1357.45005 142.07348
## 1960 1357.71701 143.28814
## 1961 1358.36690 145.66036
## 1962 1358.92728 154.51701
## 1963 1359.76636 143.44092
## 1964 1360.02578 141.63253
## 1965 1362.45924 135.86698
## 1966 1364.04859 154.95097
## 1967 1364.93440 152.70662
## 1968 1365.16928 146.55457
## 1969 1365.50981 135.19709
## 1970 1366.08132 141.36730
## 1971 1366.21265 135.25211
## 1972 1366.52839 141.88657
## 1973 1366.56520 128.05363
## 1974 1366.69850 162.99115
## 1975 1366.96350 136.43428
## 1976 1368.41778 148.55671
## 1977 1368.78055 149.22025
## 1978 1368.78168 143.82334
## 1979 1369.40017 143.73572
## 1980 1369.96123 131.24355
## 1981 1370.49517 142.72831
## 1982 1371.11030 135.82950
## 1983 1371.83930 142.75179
## 1984 1372.02501 134.53937
## 1985 1372.85008 129.71275
## 1986 1373.12361 149.59703
## 1987 1373.16815 154.40612
## 1988 1373.54797 127.98644
## 1989 1373.77019 134.05262
## 1990 1374.02239 150.50111
## 1991 1374.18166 146.79994
## 1992 1374.18383 141.31632
## 1993 1374.30635 147.11491
## 1994 1374.73924 144.01604
## 1995 1374.82009 144.66778
## 1996 1375.01378 151.23150
## 1997 1375.10385 161.42281
## 1998 1377.30331 134.45511
## 1999 1377.32304 150.66987
## 2000 1377.73948 141.04570
## 2001 1378.34954 154.46116
## 2002 1378.58152 148.65907
## 2003 1378.70669 158.59962
## 2004 1378.79140 145.98127
## 2005 1378.93347 140.45703
## 2006 1381.48805 142.98156
## 2007 1381.72731 147.92428
## 2008 1381.84949 143.17860
## 2009 1382.03770 147.08353
## 2010 1382.95966 148.95445
## 2011 1384.87330 153.40224
## 2012 1385.18904 134.39887
## 2013 1385.25734 154.74559
## 2014 1385.83625 146.29891
## 2015 1386.49934 143.27760
## 2016 1388.73975 156.95111
## 2017 1389.00138 150.80580
## 2018 1389.85389 154.21616
## 2019 1390.08443 134.27767
## 2020 1390.16944 159.44930
## 2021 1391.10562 153.69650
## 2022 1393.10111 134.53769
## 2023 1393.16075 138.18747
## 2024 1393.57379 129.94914
## 2025 1394.40812 137.21098
## 2026 1396.03475 148.97371
## 2027 1397.54499 143.87058
## 2028 1398.34147 155.97251
## 2029 1399.60374 148.79675
## 2030 1399.92646 147.67390
## 2031 1400.86111 146.21462
## 2032 1400.97061 136.58733
## 2033 1401.18264 134.47688
## 2034 1401.42793 147.48400
## 2035 1401.48288 143.15049
## 2036 1401.54967 152.08700
## 2037 1402.34103 137.00071
## 2038 1402.88732 149.66248
## 2039 1403.68697 142.68564
## 2040 1403.89725 137.27014
## 2041 1404.12525 145.78491
## 2042 1404.18408 132.77629
## 2043 1405.05064 151.29678
## 2044 1405.10028 128.84713
## 2045 1406.21202 150.21437
## 2046 1406.51274 141.54304
## 2047 1407.13378 131.34066
## 2048 1407.33240 141.23221
## 2049 1407.86276 133.56080
## 2050 1408.24686 142.48898
## 2051 1408.25833 151.36936
## 2052 1408.31552 143.26330
## 2053 1409.76428 144.48867
## 2054 1409.83482 146.02573
## 2055 1410.05249 140.83461
## 2056 1411.88299 143.58859
## 2057 1413.11036 144.46690
## 2058 1413.11505 121.15238
## 2059 1415.10162 138.16036
## 2060 1416.22333 146.74201
## 2061 1418.04115 143.08274
## 2062 1418.06413 155.40969
## 2063 1418.11383 143.00550
## 2064 1418.63681 147.58805
## 2065 1419.18738 156.20156
## 2066 1420.70588 159.62536
## 2067 1421.05430 144.84129
## 2068 1421.16372 146.44690
## 2069 1421.17504 142.32169
## 2070 1421.64844 141.95167
## 2071 1421.73964 153.49809
## 2072 1421.79501 148.98280
## 2073 1422.46853 153.27085
## 2074 1423.30125 142.93127
## 2075 1423.31029 144.57632
## 2076 1424.61887 150.06499
## 2077 1425.86662 147.09199
## 2078 1426.14459 142.95947
## 2079 1427.10786 130.04831
## 2080 1427.15175 143.58357
## 2081 1427.99852 151.83756
## 2082 1428.05592 144.55465
## 2083 1429.58070 140.16057
## 2084 1430.96246 145.07844
## 2085 1431.30703 148.64568
## 2086 1433.24813 140.77606
## 2087 1433.93956 141.76325
## 2088 1434.98682 137.93996
## 2089 1435.25273 144.36033
## 2090 1435.94817 153.07360
## 2091 1436.35133 143.08492
## 2092 1436.41619 138.94674
## 2093 1437.93181 148.45454
## 2094 1438.14910 149.02051
## 2095 1438.39029 147.24793
## 2096 1439.30995 139.56389
## 2097 1439.85053 152.56227
## 2098 1440.57611 156.48655
## 2099 1442.51840 143.97864
## 2100 1442.89118 132.56973
## 2101 1443.65573 149.17649
## 2102 1444.28662 119.41238
## 2103 1444.48905 148.71122
## 2104 1445.04131 140.29570
## 2105 1445.17439 156.60719
## 2106 1445.58628 146.56938
## 2107 1445.89495 158.45127
## 2108 1447.27090 133.92121
## 2109 1447.47568 145.02644
## 2110 1448.92311 145.29506
## 2111 1449.46564 146.68289
## 2112 1449.80465 140.25000
## 2113 1449.88890 152.21356
## 2114 1450.67874 158.66564
## 2115 1451.20127 142.75291
## 2116 1452.75024 150.49735
## 2117 1452.96219 148.77813
## 2118 1453.10885 146.98238
## 2119 1453.76198 151.27222
## 2120 1453.88608 143.01614
## 2121 1455.29401 143.99741
## 2122 1455.45719 136.89165
## 2123 1455.64830 153.13981
## 2124 1455.68846 153.66164
## 2125 1455.84125 139.14199
## 2126 1456.25616 135.32540
## 2127 1456.65016 131.21304
## 2128 1457.06431 136.64051
## 2129 1457.45836 129.71669
## 2130 1457.64268 142.77332
## 2131 1457.96529 137.82799
## 2132 1458.01466 133.66636
## 2133 1460.99503 163.17571
## 2134 1461.46882 138.14053
## 2135 1461.63272 148.75936
## 2136 1462.45776 142.12301
## 2137 1462.59091 147.48090
## 2138 1462.86846 158.62615
## 2139 1464.19411 156.22790
## 2140 1464.42614 135.56828
## 2141 1465.17959 136.04367
## 2142 1465.19936 148.12167
## 2143 1465.38431 143.26490
## 2144 1465.45088 153.00008
## 2145 1465.50916 148.69709
## 2146 1465.67816 146.48973
## 2147 1466.63587 126.20607
## 2148 1468.65608 151.69860
## 2149 1468.77000 141.75497
## 2150 1468.83943 154.52071
## 2151 1470.01656 148.93885
## 2152 1470.49826 149.78282
## 2153 1470.65943 142.66504
## 2154 1470.93552 145.06039
## 2155 1470.94259 151.14774
## 2156 1471.00501 137.42283
## 2157 1472.24520 155.05143
## 2158 1472.25384 148.59678
## 2159 1472.85727 138.79805
## 2160 1472.98483 147.63757
## 2161 1473.42250 139.98293
## 2162 1474.52781 156.59453
## 2163 1475.38678 157.95850
## 2164 1475.97133 144.41545
## 2165 1476.32665 141.66241
## 2166 1476.39254 153.68983
## 2167 1476.57887 146.60239
## 2168 1476.58491 151.44300
## 2169 1477.34868 154.79177
## 2170 1477.61503 144.81227
## 2171 1477.64687 141.83890
## 2172 1477.70764 136.32253
## 2173 1480.01265 142.74316
## 2174 1480.17640 157.71728
## 2175 1480.49861 141.69463
## 2176 1481.18629 142.48320
## 2177 1482.30045 133.81642
## 2178 1483.60263 137.61013
## 2179 1483.62302 150.65512
## 2180 1483.77285 135.34192
## 2181 1483.92853 139.77004
## 2182 1484.90301 148.27495
## 2183 1484.93520 145.02319
## 2184 1484.93746 145.16819
## 2185 1486.76915 143.19517
## 2186 1487.69770 141.33275
## 2187 1489.04532 142.61307
## 2188 1489.69570 145.83170
## 2189 1490.23321 152.35190
## 2190 1490.59286 134.31079
## 2191 1491.17282 157.94892
## 2192 1491.43229 158.08460
## 2193 1492.25197 141.90373
## 2194 1493.00923 134.96387
## 2195 1494.21063 147.94899
## 2196 1494.21076 134.70767
## 2197 1494.28205 148.60661
## 2198 1494.35661 146.60992
## 2199 1494.46841 142.35282
## 2200 1495.02256 142.75955
## 2201 1495.36376 147.64902
## 2202 1495.67976 149.19638
## 2203 1495.78497 141.34083
## 2204 1496.92349 143.12858
## 2205 1497.74688 156.61923
## 2206 1499.97893 143.44581
## 2207 1500.27443 132.07084
## 2208 1501.07358 141.72046
## 2209 1501.08372 141.81481
## 2210 1502.69364 144.08212
## 2211 1502.86005 139.92345
## 2212 1503.20409 162.16599
## 2213 1503.25082 143.89286
## 2214 1503.28668 146.94591
## 2215 1504.44947 145.11564
## 2216 1504.89007 153.56712
## 2217 1505.22358 139.91482
## 2218 1505.32106 149.99079
## 2219 1505.81548 145.51001
## 2220 1507.49190 149.52176
## 2221 1507.90659 150.44354
## 2222 1508.40025 156.70548
## 2223 1508.76787 146.62614
## 2224 1510.41513 137.57164
## 2225 1510.58510 137.34927
## 2226 1512.36857 141.25150
## 2227 1512.68587 136.16561
## 2228 1512.72053 145.46567
## 2229 1513.60991 147.40473
## 2230 1514.98507 145.39854
## 2231 1515.21302 148.80720
## 2232 1515.33113 139.71996
## 2233 1515.36676 137.99918
## 2234 1515.43219 153.81274
## 2235 1516.30058 142.55625
## 2236 1516.76024 155.23877
## 2237 1517.01707 139.77018
## 2238 1517.30041 158.58179
## 2239 1517.43279 159.01045
## 2240 1519.12034 135.55648
## 2241 1519.18430 149.20881
## 2242 1519.38174 136.52787
## 2243 1519.66998 136.45604
## 2244 1520.28568 143.46447
## 2245 1520.68185 151.27503
## 2246 1520.76196 145.68334
## 2247 1521.35022 147.67817
## 2248 1522.28028 154.52043
## 2249 1522.61560 141.09561
## 2250 1524.57681 133.23791
## 2251 1525.35603 141.50971
## 2252 1525.85626 153.92013
## 2253 1526.23392 157.12574
## 2254 1526.36550 144.16171
## 2255 1526.61799 163.17009
## 2256 1526.81332 148.48873
## 2257 1526.89285 152.38099
## 2258 1527.49506 143.16594
## 2259 1527.53959 144.30035
## 2260 1527.61647 167.42736
## 2261 1527.91040 161.87660
## 2262 1529.73632 138.81655
## 2263 1529.79256 125.99993
## 2264 1531.01891 140.33203
## 2265 1533.15967 137.69813
## 2266 1534.45447 154.22567
## 2267 1534.86041 155.68995
## 2268 1535.34952 152.51921
## 2269 1535.74270 137.27845
## 2270 1535.87115 132.94111
## 2271 1536.42827 160.18263
## 2272 1537.78772 144.84541
## 2273 1537.87006 137.00130
## 2274 1538.22359 143.30724
## 2275 1538.40967 140.95685
## 2276 1539.36167 142.72553
## 2277 1539.42694 162.38442
## 2278 1541.29888 118.02293
## 2279 1541.39105 140.19955
## 2280 1542.52687 141.05335
## 2281 1543.03763 145.44581
## 2282 1544.20681 147.24451
## 2283 1544.57418 141.87181
## 2284 1545.33244 145.43236
## 2285 1546.32403 145.25881
## 2286 1546.45708 155.30010
## 2287 1547.52129 162.34488
## 2288 1547.62121 152.36542
## 2289 1548.70150 148.78787
## 2290 1549.32527 146.26509
## 2291 1550.14929 148.23438
## 2292 1550.18758 143.00064
## 2293 1550.20446 151.92856
## 2294 1550.51179 145.20636
## 2295 1551.58281 151.71875
## 2296 1551.58402 140.09360
## 2297 1551.97220 147.83223
## 2298 1552.97249 160.13574
## 2299 1553.73719 138.48654
## 2300 1555.92778 138.28045
## 2301 1557.67850 138.97646
## 2302 1558.61073 140.75966
## 2303 1558.61889 158.67774
## 2304 1558.79818 141.01402
## 2305 1559.02934 148.63364
## 2306 1559.28498 147.40834
## 2307 1559.40918 149.25685
## 2308 1560.01330 139.92852
## 2309 1560.79772 157.89537
## 2310 1560.81157 135.17083
## 2311 1560.92369 140.10862
## 2312 1560.99964 142.30619
## 2313 1561.22668 140.29098
## 2314 1561.33958 150.84920
## 2315 1561.91883 150.53024
## 2316 1561.97912 153.42234
## 2317 1562.32493 143.12526
## 2318 1562.78974 153.57909
## 2319 1562.88633 149.77262
## 2320 1563.29777 141.19985
## 2321 1563.64011 142.30313
## 2322 1565.57047 151.64497
## 2323 1566.35967 147.75889
## 2324 1566.89310 144.12172
## 2325 1567.22398 149.31751
## 2326 1567.31774 151.12258
## 2327 1567.34393 141.13669
## 2328 1567.65030 151.58403
## 2329 1568.11296 148.97974
## 2330 1568.26609 142.22800
## 2331 1568.72999 133.39936
## 2332 1569.01416 133.47769
## 2333 1569.21256 152.71317
## 2334 1569.51525 161.41746
## 2335 1569.66372 153.86280
## 2336 1570.06909 143.70389
## 2337 1570.66336 152.51573
## 2338 1570.93174 149.42672
## 2339 1571.01027 147.43576
## 2340 1571.45777 142.95600
## 2341 1572.05335 147.81640
## 2342 1572.51369 148.96223
## 2343 1572.93299 140.30489
## 2344 1574.93195 137.74441
## 2345 1575.35222 151.98443
## 2346 1575.39778 147.46900
## 2347 1576.07162 149.63524
## 2348 1576.13214 138.88125
## 2349 1577.09261 138.04525
## 2350 1577.56832 159.25029
## 2351 1577.84487 147.76560
## 2352 1578.55008 159.70980
## 2353 1580.74187 151.01479
## 2354 1580.87977 146.43259
## 2355 1581.27334 157.19503
## 2356 1584.13695 150.36933
## 2357 1584.16158 143.20277
## 2358 1584.95395 161.93165
## 2359 1586.57901 143.62330
## 2360 1587.03140 146.68770
## 2361 1587.73505 143.92611
## 2362 1588.02381 154.48912
## 2363 1588.06888 140.64612
## 2364 1588.24668 149.00847
## 2365 1588.93136 137.18109
## 2366 1588.96199 163.15821
## 2367 1589.08447 154.21232
## 2368 1590.49299 154.09491
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## 4691 2988.90170 168.31518
## 4692 2989.14900 157.86975
## 4693 2989.94515 164.58605
## 4694 2992.19799 158.50404
## 4695 2992.60678 173.15212
## 4696 2992.67260 156.79641
## 4697 2993.25286 164.61103
## 4698 2993.49565 146.19577
## 4699 2994.05606 156.19899
## 4700 2994.44542 166.01860
## 4701 2994.73479 148.68977
## 4702 2995.35690 177.26027
## 4703 2995.41735 148.16301
## 4704 2995.53760 155.13984
## 4705 2995.81104 164.65797
## 4706 2995.84936 159.20080
## 4707 2996.59674 159.91335
## 4708 2996.72474 148.23225
## 4709 2997.50458 167.72159
## 4710 2997.84819 151.21596
## 4711 2998.19027 153.09340
## 4712 2998.36622 150.82771
## 4713 2998.43044 160.09474
## 4714 2998.59228 163.83301
## 4715 2999.18204 167.50477
## 4716 2999.49505 169.17237
## 4717 2999.55309 156.94743
y <- tabla_media$impacto
x <- tabla_media$horas
plot(x, y,
pch = 16,
col = "blue",
main = "Gráfica N°1: Relación entre horas acumuladas de trabajo
y el impacto promedio de lesiones",
xlab = "Horas acumuladas de trabajo",
ylab = "Impacto promedio de la lesión")
x1 <- log(x)
regresion_logaritmico <- lm(y ~ x1)
regresion_logaritmico
##
## Call:
## lm(formula = y ~ x1)
##
## Coefficients:
## (Intercept) x1
## 5.185 19.294
a <- regresion_logaritmico$coefficients[1]
b <- regresion_logaritmico$coefficients[2]
plot(x, y,
pch = 16,
col = "blue",
main = "Gráfica N°2: Comparación entre datos reales
y el modelo logarítmico de fatiga laboral",
xlab = "Horas acumuladas de trabajo",
ylab = "Impacto de la lesión")
curve(a + b*log(x),
from = min(x),
to = max(x),
add = TRUE,
col = "red",
lwd = 2)
plot(1, type = "n", axes = FALSE, xlab = "", ylab = "")
eq <- paste0(
"Ecuación logarítmica\n",
"Y = a + b log(x)\n",
"Y = ", round(a, 2), " + ", round(b, 2), " log(x)"
)
text(1, 1, labels = eq, cex = 1.7, col = "blue", font = 2)
r <- cor(x1, y)
r * 100
## [1] 87.26206
# Restricción: 2 000 horas acumuladas
Impacto_esp <- a + b * log(2000)
Impacto_esp
## (Intercept)
## 151.8381
plot(1, type = "n", axes = FALSE, xlab = "", ylab = "")
text(x = 1, y = 1,
labels = "¿Cuál sería el impacto esperado de una lesión
cuando un trabajador acumula 2 000 horas de trabajo?
\n R = Impacto estimado por el modelo logarítmico",
cex = 2,
col = "blue",
font = 6)
