headaches_ord float64 0 6 | cramps_ord float64 0 6 | sorebreasts_ord float64 0 6 | fatigue_ord float64 0 6 | sleepissue_ord float64 0 6 | moodswing_ord float64 0 6 | stress_ord float64 0 6 | foodcravings_ord float64 0 6 | indigestion_ord float64 0 6 | bloating_ord float64 0 6 | appetite_ord float64 1 6 | sleep_minutes float64 56 4.78k | sleep_awake float64 0 930 | sleep_efficiency float64 15 100 | resting_hr float64 0 88.1 | steps_sum float64 0 3.86M | stress_score_mean float64 0 94 | wrist_temp_delta float64 -8.13 2.22 | glucose_mean float64 2.93 155 | hrv_rmssd float64 0 194 | is_weekend float64 0 1 | phase stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 436 | 74 | 91 | 71.332754 | 9,470 | 0 | -1.143302 | 5.617391 | 37.71335 | 1 | Luteal |
1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 333 | 63 | 91 | 69.209088 | 1,363 | 0 | -1.390174 | 5.445486 | 51.765267 | 0 | Menstrual |
1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3.666667 | 1 | 355 | 36 | 96 | 67.551106 | 766 | 0 | -1.090906 | 5.514583 | 40.7955 | 0 | Menstrual |
1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2.333333 | 1 | 486 | 75 | 97 | 65.334961 | 1,190 | 0 | -1.084904 | 5.461111 | 52.06775 | 0 | Menstrual |
1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 362 | 59 | 96 | 64.05711 | 1,740 | 0 | -1.620161 | 5.719444 | 53.139622 | 0 | Menstrual |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 386 | 64 | 94 | 65.619261 | 4,960 | 0 | -1.892695 | 6.004514 | 35.790375 | 0 | Follicular |
2.333333 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 509 | 59 | 97 | 64.141988 | 538 | 0 | -1.36106 | 5.971181 | 50.326636 | 1 | Follicular |
3.666667 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1.8 | 504 | 70 | 96 | 63.787212 | 6,520 | 0 | -1.029949 | 6.161458 | 48.810403 | 1 | Follicular |
5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2.6 | 499 | 81 | 95 | 63.842314 | 1,050 | 0 | -0.698839 | 6.318403 | 47.294171 | 0 | Follicular |
3.666667 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3.4 | 420 | 55 | 94 | 63.574039 | 2,787 | 0 | -0.808738 | 6.395139 | 49.661181 | 0 | Follicular |
2.333333 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4.2 | 483 | 64 | 96 | 64.764235 | 899 | 0 | -1.359769 | 5.584889 | 38.944717 | 0 | Follicular |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 693 | 30 | 96 | 66.314722 | 2,725 | 0 | -1.160456 | 5.196528 | 34.388017 | 0 | Follicular |
1 | 1 | 1 | 1 | 1 | 2.333333 | 1 | 5 | 1 | 1 | 3 | 291 | 50 | 94 | 67.146145 | 931 | 0 | -1.988404 | 5.682986 | 33.012206 | 0 | Follicular |
1 | 1 | 1 | 1 | 1 | 3.666667 | 1 | 1 | 1 | 1 | 1 | 555 | 62 | 98 | 67.192434 | 736 | 0 | -1.723842 | 5.371528 | 41.669466 | 1 | Follicular |
1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 543 | 71 | 95 | 66.442571 | 752 | 0 | -1.191603 | 5.305575 | 51.717992 | 1 | Follicular |
1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 365 | 50 | 96 | 66.116299 | 5,852 | 0 | -1.246755 | 5.467014 | 46.071841 | 0 | Follicular |
1 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 459 | 44 | 97 | 65.556343 | 1,144 | 0 | -0.75064 | 5.48125 | 49.64237 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 562 | 66 | 98 | 66.649331 | 490 | 0 | -1.266448 | 5.408333 | 49.713932 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 347 | 56 | 91 | 66.84608 | 941 | 0 | -1.868501 | 5.985455 | 49.785493 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 372 | 52 | 96 | 68.083701 | 713 | 0 | -1.39027 | 5.731902 | 49.857055 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 529 | 67 | 95 | 70.628278 | 2,373 | 0 | -1.608603 | 5.474038 | 49.928617 | 1 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 476 | 61 | 98 | 72.172956 | 541 | 0 | -0.992641 | 4.973958 | 50.000179 | 1 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 417 | 56 | 96 | 72.076704 | 6,391 | 0 | -1.221562 | 5.123958 | 50.07174 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 343 | 48 | 95 | 72.184947 | 1,192 | 0 | -0.560957 | 5.665278 | 50.143302 | 0 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 562 | 59 | 96 | 72.612411 | 822 | 0 | -0.995678 | 5.307639 | 50.214864 | 0 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2.333333 | 5 | 526 | 54.5 | 96.5 | 74.290076 | 628 | 0 | -2.246087 | 5.323958 | 50.286426 | 0 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 3.666667 | 5 | 490 | 50 | 97 | 75.188353 | 8,402 | 0 | -1.06866 | 5.607292 | 50.357987 | 0 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 3 | 483 | 77 | 94 | 75.68821 | 4,088 | 0 | -1.415555 | 5.556597 | 50.429549 | 1 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 456 | 70 | 94 | 75.143513 | 789 | 0 | -1.146775 | 5.783333 | 50.501111 | 1 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 390 | 57 | 91 | 75.66573 | 5,542 | 0 | -0.62617 | 5.761111 | 50.572673 | 0 | Luteal |
1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 503 | 77 | 96 | 76.451774 | 784 | 0 | -0.575116 | 5.677885 | 50.644234 | 0 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 467 | 57 | 97 | 76.243128 | 1,219 | 0 | -0.954477 | 5.228125 | 50.715796 | 0 | Luteal |
1 | 1 | 1 | 2.333333 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 297 | 63 | 94 | 74.796147 | 7,072 | 0 | -1.332888 | 5.309722 | 50.787358 | 0 | Luteal |
1 | 1 | 1 | 3.666667 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 335 | 42 | 93 | 75.007795 | 5,112 | 0 | -1.32222 | 5.525 | 50.85892 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 392 | 29 | 98 | 74.781489 | 13,120 | 0 | -1.313306 | 5.179167 | 50.930481 | 1 | Luteal |
1 | 2.333333 | 1 | 5 | 1 | 3 | 3 | 3 | 1 | 1 | 1 | 694 | 94 | 98 | 72.656209 | 572 | 0 | -1.055366 | 5.222222 | 51.002043 | 1 | Luteal |
5 | 3.666667 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 415 | 62 | 98 | 70.814227 | 4,746 | 0 | -1.081228 | 5.378472 | 51.073605 | 0 | Menstrual |
5 | 5 | 1 | 6 | 1 | 3.666667 | 5.5 | 1 | 1 | 1 | 1 | 592 | 67 | 97 | 68.527378 | 1,439 | 0 | -0.89084 | 5.464583 | 51.145167 | 0 | Menstrual |
5 | 1 | 1 | 5 | 1 | 2.333333 | 6 | 1 | 1 | 1 | 1 | 455 | 74 | 96 | 66.555538 | 479 | 0 | -0.318914 | 5.379514 | 51.216728 | 0 | Menstrual |
5 | 1 | 1 | 5 | 1 | 1 | 4.333333 | 1 | 1 | 1 | 1 | 369 | 69 | 93 | 66.449391 | 3,079 | 0 | -0.911505 | 5.567708 | 51.28829 | 0 | Menstrual |
5 | 1 | 1 | 4.2 | 1 | 1 | 2.666667 | 1 | 2.666667 | 3 | 1 | 352 | 49 | 97 | 65.025719 | 4,299 | 0 | -1.21323 | 5.468619 | 51.359852 | 0 | Menstrual |
5 | 1 | 1 | 3.4 | 1 | 1 | 1 | 1 | 4.333333 | 5 | 1 | 525 | 75 | 95 | 66.544676 | 6,457 | 0 | -1.246978 | 5.468293 | 51.431414 | 1 | Follicular |
5 | 1 | 1 | 2.6 | 1 | 1 | 1 | 1 | 6 | 3 | 1 | 349 | 46 | 97 | 64.771368 | 766 | 0 | -0.886638 | 5.763194 | 51.502975 | 1 | Follicular |
3 | 1 | 1 | 1.8 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 349 | 48 | 95 | 63.202352 | 5,083 | 0 | -1.409433 | 6.133333 | 51.574537 | 0 | Follicular |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 576 | 63 | 97 | 63.712387 | 760 | 0 | -0.703693 | 6.262587 | 51.646099 | 0 | Follicular |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 418 | 78 | 95 | 63.714025 | 2,316 | 0 | -1.024157 | 6.661806 | 51.717661 | 0 | Follicular |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 427 | 57 | 96 | 62.29364 | 659 | 0 | -1.420569 | 6.257639 | 51.789222 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 504 | 65 | 94 | 63.774127 | 2,516 | 0 | -1.632982 | 6.542014 | 51.860784 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 448 | 48 | 97 | 64.077826 | 3,136 | 0 | -0.904253 | 6.551042 | 51.932346 | 1 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 349 | 60 | 94 | 64.807308 | 692 | 0 | -1.052331 | 6.773611 | 52.003908 | 1 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 294 | 46 | 96 | 65.399649 | 6,111 | 0 | -1.182411 | 6.8375 | 52.075469 | 0 | Fertility |
1 | 1 | 1 | 1.8 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 566 | 64 | 97 | 66.659314 | 730 | 0 | -0.830707 | 5.685315 | 52.147031 | 0 | Fertility |
1 | 1 | 1 | 2.6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 475 | 78 | 93 | 66.525075 | 937 | 0 | -1.213916 | 5.339931 | 52.218593 | 0 | Fertility |
1 | 1 | 1 | 3.4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 369 | 69 | 96 | 68.915903 | 5,502 | 0 | -1.459885 | 5.555208 | 52.290155 | 0 | Luteal |
2 | 1 | 1 | 4.2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 334 | 48 | 97 | 71.122696 | 6,454 | 0 | -1.442487 | 5.659028 | 52.361716 | 0 | Luteal |
3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 387 | 64 | 93 | 71.119086 | 6,776 | 0 | -0.82895 | 5.480903 | 52.433278 | 1 | Luteal |
4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 702 | 72 | 96 | 70.975926 | 1,225 | 0 | -0.58377 | 5.186458 | 52.50484 | 1 | Luteal |
5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 556 | 94 | 92 | 71.915971 | 7,293 | 0 | -0.394228 | 5.682979 | 52.576402 | 0 | Luteal |
5 | 1 | 1 | 5 | 1 | 1 | 2.333333 | 1 | 1 | 1 | 3 | 552 | 75 | 94 | 72.140737 | 520 | 0 | 0.069967 | 5.427778 | 52.647963 | 0 | Luteal |
5 | 3 | 1 | 5 | 1 | 1 | 3.666667 | 1 | 1 | 1 | 5 | 292 | 34 | 95 | 74.481487 | 558 | 0 | -0.795303 | 5.521181 | 52.719525 | 0 | Luteal |
5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 287 | 48 | 94 | 74.008314 | 5,042 | 0 | -0.96392 | 5.791353 | 52.791087 | 0 | Luteal |
5 | 5 | 1 | 5 | 1 | 1 | 5.25 | 1 | 1 | 1 | 1 | 491 | 59 | 94 | 73.876325 | 5,690 | 0 | -1.474822 | 5.324138 | 52.862649 | 0 | Luteal |
5 | 3 | 1 | 5 | 3 | 1 | 5.5 | 1 | 1 | 1 | 1 | 559 | 68 | 96 | 0 | 5,246 | 0 | -1.209887 | 5.281597 | 52.93421 | 1 | Luteal |
5 | 1 | 1 | 5 | 5 | 1 | 5.75 | 1 | 1 | 1 | 1 | 429 | 67 | 96 | 0 | 4,033 | 0 | -1.186342 | 5.167391 | 53.005772 | 1 | Luteal |
5 | 1 | 1 | 5 | 5 | 1 | 6 | 1 | 1 | 1 | 1 | 195 | 43 | 89 | 0 | 3,546 | 0 | -1.407414 | 5.511458 | 53.077334 | 0 | Luteal |
5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 540 | 73 | 95 | 0 | 735 | 0 | -0.164256 | 5.434722 | 53.148896 | 0 | Menstrual |
5 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 362 | 66 | 98 | 0 | 4,203 | 0 | -1.393948 | 5.497569 | 53.220457 | 0 | Menstrual |
5 | 3 | 5 | 5.333333 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 393 | 75 | 91 | 0 | 8,137 | 0 | -1.119712 | 5.456944 | 53.292019 | 0 | Menstrual |
5 | 2 | 1 | 5.666667 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 302 | 49 | 91 | 0 | 7,041 | 0 | -1.579143 | 5.955556 | 53.363581 | 0 | Menstrual |
1 | 1 | 1 | 6 | 1 | 5 | 5 | 1 | 1 | 1 | 2.333333 | 391 | 73 | 89 | 0 | 6,349 | 0 | -1.422328 | 5.327083 | 53.435143 | 1 | Follicular |
1 | 1 | 1 | 6 | 1 | 5 | 5 | 1 | 1 | 1 | 3.666667 | 513 | 59 | 97 | 0 | 3,487 | 0 | -0.079572 | 5.53125 | 53.506704 | 1 | Follicular |
1.8 | 1 | 1 | 6 | 1 | 5 | 5 | 1 | 1 | 1 | 5 | 358 | 71 | 97 | 0 | 4,541 | 0 | -1.360316 | 5.394444 | 53.578266 | 0 | Follicular |
2.6 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 3.666667 | 479 | 71 | 94 | 0 | 5,055 | 0 | -2.094241 | 5.154514 | 53.649828 | 0 | Follicular |
3.4 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 2.333333 | 464 | 69 | 95 | 0 | 2,171 | 0 | -0.266186 | 5.828826 | 53.72139 | 0 | Follicular |
4.2 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 299 | 59 | 92 | 0 | 3,134 | 0 | -0.49536 | 5.666667 | 53.792951 | 0 | Follicular |
5 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 603 | 89 | 92 | 0 | 5,246 | 0 | -0.724534 | 5.814236 | 53.864513 | 0 | Follicular |
1 | 1 | 1 | 4.333333 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 590 | 84 | 94 | 0 | 3,932 | 0 | -0.953708 | 5.710764 | 53.936075 | 1 | Follicular |
1 | 1 | 1 | 3.666667 | 1 | 6 | 6 | 1 | 1 | 1 | 1 | 525 | 115 | 95 | 0 | 7,231 | 0 | -1.080856 | 5.632639 | 54.007637 | 1 | Fertility |
1 | 1 | 1 | 3 | 1 | 6 | 6 | 1 | 1 | 1 | 1 | 360 | 60 | 96 | 0 | 9,417 | 0 | -2.453194 | 5.61875 | 54.079198 | 0 | Fertility |
1 | 1 | 1 | 2.333333 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 401.5 | 63.5 | 95.5 | 0 | 284 | 0 | -2.077328 | 5.813542 | 54.15076 | 0 | Fertility |
1 | 1 | 1 | 1.666667 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 443 | 67 | 95 | 0 | 695 | 0 | -1.701463 | 5.837447 | 54.222322 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 4.333333 | 348 | 66 | 94 | 0 | 4,229 | 0 | -1.19969 | 5.688053 | 54.293884 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 3.666667 | 313 | 51 | 93 | 0 | 4,371 | 0 | -1.657901 | 5.289931 | 54.365445 | 0 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 708 | 112 | 95 | 0 | 5,573 | 0 | -1.36286 | 5.387847 | 54.437007 | 1 | Fertility |
1 | 1 | 1 | 1 | 1 | 1 | 3.666667 | 1 | 1 | 1 | 2.333333 | 479 | 71 | 95 | 0 | 7,310 | 0 | -1.368413 | 5.899306 | 54.508569 | 1 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 2.333333 | 1 | 1 | 1 | 1.666667 | 350 | 62 | 95 | 0 | 8,717 | 0 | -2.557274 | 6.345833 | 54.580131 | 0 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 453 | 57 | 95 | 0 | 3,489 | 0 | -1.869539 | 6.120486 | 54.651692 | 0 | Luteal |
1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 1 | 1 | 3 | 499 | 53 | 97 | 0 | 2,315 | 0 | -0.690398 | 6.482292 | 54.723254 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 379 | 43 | 94 | 0 | 2,827 | 0 | -1.083993 | 6.516667 | 54.794816 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 444 | 58 | 97 | 0 | 4,165 | 0 | -2.384521 | 5.977431 | 54.866378 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 575 | 55 | 97.5 | 54.415779 | 14,035 | 0 | -1.803463 | 5.977431 | 54.937939 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,314 | 194 | 95 | 61.446455 | 22,964 | 61 | -0.20059 | 5.977431 | 22.984532 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,262 | 197 | 93.5 | 61.352766 | 19,739 | 68 | -1.061845 | 5.977431 | 25.474623 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,423 | 205 | 94.5 | 61.308764 | 38,973 | 79 | -1.331842 | 5.977431 | 35.115629 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,811 | 328 | 93 | 61.642625 | 22,092 | 87 | -1.600503 | 5.977431 | 32.846977 | 1 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,668 | 275 | 93.75 | 60.671001 | 43,029 | 78 | -0.941778 | 5.977431 | 57.57572 | 1 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,691 | 231 | 93.75 | 60.468876 | 26,319 | 90 | -1.216144 | 5.977431 | 50.971819 | 0 | Luteal |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,749 | 212 | 95.25 | 59.372362 | 17,339 | 85 | -1.301763 | 5.977431 | 58.734865 | 0 | Menstrual |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 1,458 | 228 | 93 | 58.960304 | 21,126 | 82 | -1.288161 | 5.977431 | 61.715476 | 0 | Menstrual |
1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 2,246 | 264 | 95.8 | 59.460522 | 35,767 | 80 | -1.147078 | 5.977431 | 49.924155 | 0 | Menstrual |
End of preview. Expand in Data Studio
CycleBench Wearable Symptom Log Dataset
This dataset contains anonymized, multi-modal symptom and wearable logs collected for menstrual health research.
It is divided into client-specific files to allow conflict-free updates from federated learning instances.
Dataset Structure
Each file in the data/ directory belongs to a unique client (data/client_[UUID].csv) containing daily tracking rows:
- Hormone levels & symptoms: Headaches, cramps, bloating, etc. (mapped to $0$-$5$ ordinal levels).
- Wearable logs: Resting HR, sleep minutes, sleep efficiency, steps, and wrist temperature delta.
- Target phase: Inferred cycle phase (
Menstrual,Follicular,Fertility,Luteal).
- Downloads last month
- 71