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Data analysis of 3 high-level professional cyclists in the 7 stages of the 100th Cyclist Time in Catalunya. Data relating to power (for various time segments), speed, time, distance and elevation gain are published.The source of the data is the STRAVA platform where the athletes have made their data public.

Authors:
Daniele Marrama Saccente at FITRI
Daniele Marrama Saccente
  • FITRI
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Abstract

Data analysis of 3 high-level professional cyclists in the 7 stages of the 100th Cyclist Time in Catalunya. Data relating to power (for various time segments), speed, time, distance and elevation gain are published.The source of the data is the STRAVA platform where the athletes have made their data public. If you wish I can send the original files. If you wish to involve me in your studio you can write to me. I am very happy to cooperate
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1 2 (TT) 3 4
1 sec
1193 818 1092 1133
5 sec
940 744 876 952
10 sec 743 637 779 839
30 sec 538 552 603 667
1 min 500 537 461 527
2 min
438 508 453 477
3 min
415 496 448 457
5 min 392 490 434 440
7 min 388 471 428 433
8 min
378 472 425 431
10 min
343 455 427 423
12 min
329 455 422 418
20 min 323 440 410 408
30 min 316 400 398
60 min 275 359 361
120 min 254 311 328
180 min 227 307 277
253 440 269 278
Pos. Stage 46 410 15
Pos. Gen. 46 2 20 18
178.4 18.5 203.1 166.5
2800 194 3740 3924
Time
4:20:31 0:22:55 5:02:19 4:30:49
Time Winner
4:20:15 0:22:27 5:00:58 4:29:47
Gap
0:00:16 0:00:28 0:01:21 0:01:02
41.13 49.44 40.49 37.03
41.09 48.44 40.31 36.89
Weight
72.5 72.5 72.5 72.5
Born
2-Apr-98 2-Apr-98 2-Apr-98 2-Apr-98
Age
23 23 23 23
3.49 6.07 3.71 3.83
76% 105% 68% 71%
82% 0% 90% 92%
76% 0% 78% 84%
68% 0% 77% 71%
MCNULTY Brandon - UAE-Team Emirates
Best
PEAK Power
Power Average
(WATT)
Dist. (km)
Elevation (m)
Speed (km/h)
Speed winner (km/h)
Average stage
(Watt x kg)
Intensity stage
(Watt Ave/CP)
Intensity best 60min
(Best60/CP stage)
Intensity best 120
(Best120/CP stage)
Intensity best 180
(Best120/CP stage)
334.1 420.3 396.8 390.9
4.6 5.8 5.5 5.4
306.9 418.0 389.5 387.6
FTP (WATT x KG) 4.2 5.8 5.4 5.3
CP BEST (WATT x KG)
49800 89280 80640 82260
162960 197820 179760 181860
232560 316800 295200 293760
180 180 180 180
420 420 420 420
720 720 720 720
CP
(CP Stage)
CP/Weight
(Watt x kg)
FTP ?
95% 20 min
Calculate CP BEST
with PEAK BEST 3,7,12
min)
5 6 7 Sparkline Min
1249 1145 1137 818
1009 954 1101 744
774 872 1036 637
568 630 720 538
516 585 637 461
462 499 587 438
439 491 522 415
430 434 473 392
423 431 421 388
421 425 415 378
419 406 416 343
415 393 415 329
410 383 387 323
381 336 364 316
324 302 334 275
290 279 277 254
268 276 278 227
268 237 274 237
36 12 13 4
15 15
13
2
201.1 194 133 18.5
3019 2066 1942 194
4:31:12 4:23:18 3:07:56 0:22:55
4:29:13 4:23:18 3:06:10 0:22:27
0:01:59 0:00:00 0:01:46 0:00:00
44.82 44.21 42.86 37.03
44.49 44.21 42.46 36.89
72.5 72.5 72.5 72.5
2-Apr-98 2-Apr-98 2-Apr-98
23 23 23
3.70 3.27 3.78 3.27
67% 69% 80% 67%
81% 87% 98% 0%
73% 81% 81% 0%
67% 80% 81% 0%
MCNULTY Brandon - UAE-Team Emirates
400.0 345.7 341.9 334.1
5.5 4.8 4.7 4.6
389.5 363.9 367.7 306.9
5.4 5.0 5.1 4.2
79020 88380 93960
177660 181020 176820
295200 275760 278640
180 180 180
420 420 420
720 720 720
Ave Max 1 2 (TT) 3
1110 1249 127.77 1043 1033 927
939 1101 102.49 841 958 836
811 1036 114.90 709 685 717
611 720 61.06 504 525 536
538 637 53.44 485 485 433
489 587 46.04 454 458 415
467 522 34.62 455 442 413
442 490 29.38 435 422 402
428 471 22.54 426 408 395
424 472 25.53 424 407 393
413 455 31.74 414 397 387
407 455 35.97 404 397 383
394 440 33.88 376 389 368
366 400 31.11 358 354
326 361 30.44 314 327
290 328 24.05 289 284
272 307 23.60 269 280
288 440 63.23 244 385 239
19 46 14.26 104 33 49
18 46 12.45 105 88 70
156 203.1 60.64 178.5 18.5 203.1
2526 3924 1179.42 2800 194 3740
3:45:34 5:02:19 4:28:45 0:23:43 5:06:32
3:44:35 5:00:58 4:20:15 0:22:27 5:00:58
0:00:59 0:01:59 0:08:30 0:01:16 0:05:34
42.85 49.44 3.62 41.15 49.44 40.49
42.55 48.44 3.39 39.85 46.80 39.75
72.5 72.5 0.00 66.5 66.5 66.5
12-Jun-98 12-Jun-98 12-Jun-98
23 23 23
3.98 6.07 0.87 3.67 5.79 3.59
76% 105% 0.14 70% 104% 68%
76% 98% 0.35 90% 0% 93%
68% 84% 0.31 83% 0% 81%
63% 81% 0.29 77% 0% 80%
Valter Attila - Groupama - FDJ
Standard
deviation
375.7 420.3 28.9 347.4 370.2 351.7
5.2 5.8 0.4 5.2 5.6 5.3
374.7 418.0 37.5 357.2 369.6 349.6
5.2 5.8 0.5 5.4 5.6 5.3
432.7
6.0
93960 81900 79560 74340
197820 182700 177240 168840
327600 270720 280080 264960
180 180 180 180
420 420 420 420
720 720 720 720
4 5 6 7 Sparkline
1017 977 1000 997
903 915 950 937
725 784 876 750
544 635 657 670
496 490 554 583
457 452 425 532
434 442 411 454
431 427 361 432
419 409 341 425
418 404 333 424
404 393 323 419
395 390 316 412
377 375 307 392
375 344 270 353
344 294 261 326
281 276 238 276
289 274 236 288
276 262 223 285
54 8 22 3
53 45 43
38
166.5 201.1 194 133
3924 3019 2066 1911
4:44:26 4:29:57 4:23:18 3:07:52
4:29:47 4:29:13 4:23:18 3:06:10
0:14:39 0:00:44 0:00:00 0:01:42
37.03 44.82 44.21 42.86
35.12 44.70 44.21 42.48
66.5 66.5 66.5 66.5
12-Jun-98 12-Jun-98 12-Jun-98 12-Jun-98
23 23 23 23
4.15 3.94 3.35 4.29
78% 75% 82% 77%
97% 84% 96% 88%
79% 79% 88% 75%
81% 78% 87% 78%
Valter Attila - Groupama - FDJ
355.7 350.6 270.7 369.9
5.3 5.3 4.1 5.6
358.2 356.3 291.7 372.4
5.4 5.4 4.4 5.6
78120 79560 73980 81720
181020 179340 151620 181440
271440 270000 221040 282240
180 180 180 180
420 420 420 420
720 720 720 720
Ave Max 1 2 (TT) 3
999 1043 36.03 952 729 756
906 958 46.01 823 665 634
749 876 59.34 795 611 563
582 670 64.44 566 496 446
504 583 45.92 523 453 429
456 532 34.73 433 425 414
436 455 16.54 425 409 404
416 435 24.55 386 404 393
403 426 27.35 382 394 392
400 424 29.47 385 393 389
391 419 29.67 378 380 390
385 412 29.58 375 380 388
369 392 26.52 341 367 381
342 375 33.66 327 368
311 344 26.98 294 332
274 289 16.72 270 281
273 289 17.87 253 276
273 385 49.73 242 363 250
39 104 31.92 43 11 23
63 105 23.56 43 9 18
156 203.1 60.65 178.5 18.5 203.1
2522 3924 1181.66 2800 194 3740
3:49:13 5:06:32 4:20:31 0:23:15 5:02:27
3:44:35 5:00:58 4:20:15 0:22:27 5:00:58
0:04:38 0:14:39 0:00:16 0:00:48 0:01:29
42.86 49.44 3.62 41.15 49.44 40.49
41.84 46.80 3.63 41.11 47.74 40.29
66.5 66.5 0.00 61.5 61.5 61.5
6-Nov-93 6-Nov-93 6-Nov-93
28 28 28
4.11 5.79 0.75 3.93 5.90 4.07
79% 104% 0.11 67% 98% 65%
78% 97% 0.32 82% 0% 87%
69% 88% 0.28 75% 0% 73%
69% 87% 0.28 70% 0% 72%
Masnada Fausto - Deceuninck - Quick Step
Standard
deviation
345.1 370.2 31.6 358.9 369.7 383.2
5.2 5.6 0.47 5.8 6.0 6.2
350.7 372.4 25.19 324.0 348.7 362.0
5.3 5.6 0.1 5.3 5.7 5.9
397.5
6.0
81900 76500 73620 72720
178920 160608 165270 164430
296640 270144 273456 279648
180 180 180 180
420 420 420 420
720 720 720 720
4567
892 878 905 894
778 728 844 850
750 661 784 807
554 509 565 620
455 451 476 554
419 402 413 526
411 398 408 454
405 382 351 415
399 375 342 398
395 372 339 391
386 370 330 387
381 367 328 379
370 362 309 367
362 333 279 355
326 293 264 315
295 242 237 259
251 232 234 260
253 236 231 261
17 30 25 36
17 17 16
15
166.5 201.1 194 133
3924 3019 2066 1911
4:30:41 4:31:12 4:23:18 3:09:59
4:29:47 4:29:13 4:23:18 3:06:10
0:00:54 0:01:59 0:00:00 0:03:49
37.03 44.82 44.21 42.86
36.91 44.49 44.21 42.00
61.5 61.5 61.5 61.5
6-Nov-93 6-Nov-93 6-Nov-93 6-Nov-93
28 28 28 28
4.11 3.84 3.76 4.24
68% 66% 77% 74%
88% 82% 88% 89%
80% 68% 79% 73%
68% 65% 78% 73%
Masnada Fausto - Deceuninck - Quick Step
370.0 356.6 301.6 353.9
6.0 5.8 4.9 5.8
351.5 343.9 293.6 348.7
5.7 5.6 4.8 5.7
73980 71640 73440 81720
167412 157458 143640 167160
274104 264240 236160 272880
180 180 180 180
420 420 420 420
720 720 720 720
Sparkline Ave Max
858 952 76.48
760 850 80.51
710 807 90.65
537 620 52.84
477 554 41.55
433 526 38.97
415.6 454 17.44
390.9 415 19.46
383.0 399 18.51
380.6 395 18.38
374.4 390 19.17
371.2 388 18.60
357 381 22.45
337 368 29.97
304 332 23.13
264 295 20.51
251 276 15.06
262 363 42.20
26 43 10.14
19 43 10.07
156 203.1 60.65
2522 3924 1181.66
3:45:55 5:02:27
3:44:35 5:00:58
0:01:19 0:03:49
42.86 49.44 3.62
42.39 47.74 3.22
61.5 61.5 0.00
4.26 5.90 0.69
74% 98% 0.11
74% 89% 0.30
64% 80% 0.26
61% 78% 0.25
Masnada Fausto - Deceuninck - Quick Step
Deviazione
standard
356.3 383.2 24.2
5.8 6.2 0.39
338.9 362.0 21.33
5.5 5.9 0.2
366.8
6.0
81720
167412
279648
180
420
720
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