headaches_ord,cramps_ord,sorebreasts_ord,fatigue_ord,sleepissue_ord,moodswing_ord,stress_ord,foodcravings_ord,indigestion_ord,bloating_ord,appetite_ord,sleep_minutes,sleep_awake,sleep_efficiency,resting_hr,steps_sum,stress_score_mean,wrist_temp_delta,glucose_mean,hrv_rmssd,is_weekend,phase
5.0,5.0,0.0,5.0,6.0,0.0,5.0,5.0,5.0,5.0,5.0,452.0,80.0,93.0,64.37941455841064,12603.0,0.0,-0.9109978331244785,8.540909090909091,0.0,1.0,Luteal
5.0,5.0,0.0,5.0,6.0,0.0,5.0,5.0,5.0,5.0,5.0,261.0,40.0,91.0,65.49593162536621,3958.0,72.0,-0.9109978331244785,6.656140350877193,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,6.0,0.0,5.0,5.0,5.0,5.0,5.0,384.0,89.0,92.0,65.49573516845703,1113.0,0.0,-0.9109978331244785,7.299115044247787,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,6.0,0.0,5.0,5.0,5.0,5.0,5.0,317.0,38.0,94.0,66.98635196685791,4991.0,69.0,-1.4396338455572453,7.282669616519174,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,6.0,0.0,5.0,5.0,5.0,5.0,5.0,163.0,30.0,94.0,66.44677257537842,847.0,74.0,-1.214599134442564,7.266224188790559,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,6.0,0.0,5.0,5.0,5.0,5.0,5.0,160.66666666666666,28.666666666666668,90.66666666666667,0.0,1693.0,49.33333333333333,-1.2699521399993097,7.249778761061946,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,6.0,0.0,5.0,5.0,5.0,5.0,5.0,158.33333333333334,27.333333333333332,87.33333333333333,66.09999561309814,2539.0,24.666666666666664,-1.3253051455560552,7.2333333333333325,0.0,1.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,156.0,26.0,84.0,66.84381675720215,4750.0,0.0,-1.3806581511128009,6.813319672131147,0.0,1.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,416.0,98.0,89.0,64.83635234832764,4578.0,0.0,-1.2741236894725465,6.393306010928962,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,492.0,119.0,92.0,64.32540607452393,5533.0,74.0,-1.5767358559135436,5.973292349726775,0.0,0.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,488.0,91.0,95.0,63.19177722930908,4522.0,72.0,-2.217443469101123,5.55327868852459,0.0,0.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,305.0,62.0,91.0,64.2649450302124,4244.0,73.0,-2.419780941926045,5.785069444444444,0.0,0.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,361.0,86.0,92.0,63.56978416442871,7594.0,73.0,-2.1843206490929705,5.471527777777777,0.0,0.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,331.0,79.0,89.0,63.23124599456787,424.0,76.0,-0.2792255878442849,5.886458333333334,0.0,1.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,462.0,77.0,92.0,63.95933246612549,2376.0,0.0,-1.155296343537415,6.085984848484848,0.0,1.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,379.0,60.0,87.0,64.77075481414795,3088.0,74.0,-2.21627860193975,6.592708333333333,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,444.0,93.0,96.0,63.973219871521,2347.0,0.0,-1.2665252387599994,6.528472222222223,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,160.0,17.0,90.0,65.88441848754883,5035.0,0.0,-1.4337135434996475,6.888888888888889,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,354.0,45.0,96.0,65.55200004577637,2222.0,80.0,-1.6009018482392956,6.410069444444444,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,418.0,77.0,88.0,65.58038711547852,2500.0,77.0,-2.0641678713151927,6.581597222222222,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,475.0,83.0,92.0,65.25514125823975,5246.0,80.0,-1.4035348368748248,6.22109375,0.0,1.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,404.0,80.5,93.0,65.78763198852539,1510.0,40.0,-1.656647837478059,6.634722222222222,0.0,1.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,333.0,78.0,94.0,63.3381404876709,1482.0,0.0,-1.9097608380812934,5.700694444444444,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,389.0,74.0,91.0,64.43062019348145,3723.0,77.0,-1.6397562907138414,6.042708333333334,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,276.0,59.0,83.0,65.57818698883057,7165.0,66.0,-1.584391056906964,6.470833333333333,0.0,0.0,Follicular
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,324.0,80.0,95.0,65.11255836486816,858.0,0.0,-1.6846216424303804,6.231249999999999,0.0,0.0,Fertility
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,417.0,84.0,91.0,64.92985439300537,1054.0,0.0,-1.7665545802122347,6.133333333333334,0.0,0.0,Fertility
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,294.0,72.0,89.0,64.39588069915771,1970.0,69.0,-1.821208447985936,6.260763888888889,0.0,1.0,Fertility
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,366.0,45.0,95.0,64.01603984832764,3025.0,81.0,-1.0657442602040819,6.123263888888889,0.0,1.0,Fertility
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,221.0,39.0,89.0,63.89582920074463,7137.0,70.0,-1.8167686014511613,6.070138888888889,0.0,0.0,Fertility
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,288.0,45.0,98.0,65.81943988800049,1236.0,0.0,-1.4371411134809076,5.749333333333333,0.0,0.0,Fertility
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,244.0,46.0,91.0,64.74796485900879,7752.0,66.0,-1.6493528196127671,6.888976377952756,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,329.0,77.0,92.0,63.6866340637207,1276.0,70.0,-0.7286515301475742,6.865972222222222,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,257.0,50.0,92.0,65.03402805328369,1280.0,72.0,-1.4071964022214627,6.969791666666667,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,277.0,69.0,89.0,63.31006717681885,3373.0,68.0,-0.7668438404050101,5.921527777777778,0.0,1.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,391.0,60.0,94.0,63.42134475708008,4808.0,83.0,-1.219459692008155,6.879166666666666,0.0,1.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,196.0,53.0,86.0,63.26594638824463,4711.0,71.0,-1.8650514643336642,7.562847222222222,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,546.0,61.0,92.0,63.78475189208984,1507.0,0.0,-1.5848386103821954,7.656597222222222,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,283.0,45.0,90.0,63.97410297393799,2623.0,0.0,-1.959220956930101,7.23588850174216,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,411.0,65.0,89.0,63.51760387420654,5641.0,71.0,-2.178382469630171,6.964583333333334,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,366.0,83.0,92.0,62.787827491760254,2257.0,76.0,-2.2336615270488624,7.360526315789474,0.0,0.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,328.0,80.0,93.0,62.53561305999756,1994.0,73.0,-1.2789878777613317,7.175892357222844,0.0,1.0,Luteal
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,468.0,98.0,95.0,61.90806293487549,1885.0,0.0,-1.4288195348494546,6.991258398656215,0.0,1.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,151.0,13.0,92.0,63.34981346130371,4641.0,64.0,-1.914871459136931,6.8066244400895854,0.0,0.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,195.0,52.0,90.0,61.34821891784668,2067.0,69.0,-2.400923383424407,6.621990481522957,0.0,0.0,Menstrual
5.0,5.0,0.0,5.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,518.0,76.0,94.0,63.227516174316406,2052.0,0.0,-1.6123532488788122,6.437356522956327,0.0,0.0,Menstrual
5.0,5.0,0.0,5.0344827586206895,5.0,0.0,5.0,5.0,5.0,5.0,5.0,475.0,92.0,93.0,61.559885025024414,1250.0,0.0,-1.7254374581659964,6.252722564389698,0.0,0.0,Menstrual
5.0,5.0,0.0,5.068965517241379,5.0,0.0,5.0,5.0,5.0,5.0,5.0,161.0,31.0,91.0,63.791924476623535,6136.0,68.0,-2.1933120657232092,6.0680886058230685,0.0,0.0,Menstrual
5.0,5.0,0.0,5.103448275862069,5.0,0.0,5.0,5.0,5.0,5.0,5.0,437.0,91.0,93.0,61.12905502319336,1924.0,76.0,-1.5942036035665952,5.883454647256439,0.0,1.0,Menstrual
5.0,5.0,0.0,5.137931034482759,5.0,0.0,5.0,5.0,5.0,5.0,5.0,497.0,77.0,94.0,60.27410316467285,2671.0,0.0,-1.4963085935009872,5.69882068868981,0.0,1.0,Follicular
5.0,5.0,0.0,5.172413793103448,5.0,0.0,5.0,5.0,5.0,5.0,5.0,244.0,34.0,96.0,60.82902431488037,4718.0,71.0,-1.950116184684087,5.51418673012318,0.0,0.0,Follicular
5.0,5.0,0.0,5.206896551724138,5.0,0.0,5.0,5.0,5.0,5.0,5.0,227.0,44.0,94.0,60.726558685302734,11283.0,71.0,-2.0780413373238167,5.329552771556552,0.0,0.0,Follicular
5.0,5.0,0.0,5.241379310344827,5.0,0.0,5.0,5.0,5.0,5.0,5.0,176.0,44.0,92.0,62.80116939544678,853.0,75.0,-2.0337528304090493,5.144918812989921,0.0,0.0,Follicular
5.0,5.0,0.0,5.275862068965517,5.0,0.0,5.0,5.0,5.0,5.0,5.0,496.0,91.0,96.0,62.58752155303955,1416.0,0.0,-1.6431716943187544,4.960284854423293,0.0,0.0,Fertility
5.0,5.0,0.0,5.310344827586207,5.0,0.0,5.0,5.0,5.0,5.0,5.0,237.0,67.0,94.0,64.16749382019043,2399.0,0.0,-1.488159494535518,4.775650895856663,0.0,0.0,Fertility
5.0,5.0,0.0,5.344827586206897,5.0,0.0,5.0,5.0,5.0,5.0,5.0,275.0,67.0,93.0,63.94078350067139,763.0,73.0,-1.2070047643556159,4.591016937290034,0.0,1.0,Fertility
5.0,5.0,0.0,5.379310344827586,5.0,0.0,5.0,5.0,5.0,5.0,5.0,370.0,69.5,95.5,63.66952228546143,852.0,74.5,-1.0363761179555662,4.406382978723404,0.0,1.0,Fertility
5.0,5.0,0.0,5.413793103448276,5.0,0.0,5.0,5.0,5.0,5.0,5.0,465.0,72.0,98.0,62.21096324920654,1082.0,76.0,-0.8657474715555165,6.466666666666667,0.0,0.0,Fertility
5.0,5.0,0.0,5.448275862068965,5.0,0.0,5.0,5.0,5.0,5.0,5.0,228.0,42.0,90.0,63.08087158203125,8150.0,66.0,-2.1511311549226515,5.926842105263157,0.0,0.0,Fertility
5.0,5.0,0.0,5.482758620689655,5.0,0.0,5.0,5.0,5.0,5.0,5.0,270.0,52.0,90.5,62.97839832305908,888.0,33.0,-1.9789486793131763,5.762847222222223,0.0,0.0,Fertility
5.0,5.0,0.0,5.517241379310345,5.0,0.0,5.0,5.0,5.0,5.0,5.0,312.0,62.0,91.0,64.30755615234375,4664.0,0.0,-1.8067662037037011,5.2086805555555555,0.0,0.0,Luteal
5.0,5.0,0.0,5.551724137931035,5.0,0.0,5.0,5.0,5.0,5.0,5.0,517.0,84.0,94.0,0.0,2067.0,0.0,-1.80255588768116,5.676388888888889,0.0,0.0,Luteal
4.5,5.0,0.0,5.586206896551724,5.0,0.0,5.0,5.0,5.0,5.0,5.0,191.0,25.0,96.0,0.0,500.0,72.0,-1.3846678668478267,6.319097222222222,0.0,1.0,Luteal
4.0,5.0,0.0,5.620689655172414,5.0,0.0,5.0,5.0,5.0,5.0,5.0,573.0,12.0,98.0,0.0,1212.0,0.0,-1.5091591978482182,6.404710144927536,0.0,1.0,Luteal
3.5,5.0,0.0,5.655172413793103,5.0,0.0,5.0,5.0,5.0,5.0,5.0,245.0,48.0,94.0,0.0,2822.0,67.0,-1.1153267210144935,6.186111111111111,0.0,0.0,Luteal
3.0,5.0,0.0,5.689655172413794,5.0,0.0,5.0,5.0,5.0,5.0,5.0,296.0,59.0,95.0,0.0,831.0,73.0,-1.909630901663263,6.543402777777778,0.0,0.0,Luteal
2.5,5.0,0.0,5.724137931034483,5.0,0.0,5.0,5.0,5.0,5.0,5.0,365.0,39.0,94.0,0.0,7511.0,83.0,-1.9521182871977516,6.448958333333334,0.0,0.0,Luteal
2.0,5.0,0.0,5.758620689655173,5.0,0.0,5.0,5.0,5.0,5.0,5.0,411.0,72.0,89.0,0.0,3581.0,78.0,-1.828571600184305,6.0680555555555555,0.0,0.0,Luteal
1.5,5.0,0.0,5.793103448275862,5.0,0.0,5.0,5.0,5.0,5.0,5.0,497.0,89.0,84.0,0.0,1236.0,0.0,-0.703112885451384,6.040552995391705,0.0,0.0,Luteal
1.0,5.0,0.0,5.827586206896552,5.0,0.0,5.0,5.0,5.0,5.0,5.0,247.0,58.0,94.0,0.0,3891.0,68.0,-1.593059997154363,4.884027777777778,0.0,1.0,Menstrual
1.0,5.0,0.0,5.862068965517241,5.0,0.0,5.0,5.0,5.0,5.0,5.0,326.0,66.0,84.0,0.0,1613.0,74.0,-2.114819917713402,5.788888888888889,0.0,1.0,Menstrual
1.0,5.0,0.0,5.896551724137931,5.0,0.0,5.0,5.0,5.0,5.0,5.0,265.0,47.0,86.0,0.0,4889.0,72.0,-1.6699828284982914,5.645138888888889,0.0,0.0,Menstrual
1.0,5.0,0.0,5.931034482758621,5.0,0.0,5.0,5.0,5.0,5.0,5.0,405.0,73.0,90.0,0.0,3592.0,75.0,-2.1206354166666626,5.751388888888889,0.0,0.0,Menstrual
1.0,5.0,0.0,5.9655172413793105,5.0,0.0,5.0,5.0,5.0,5.0,5.0,388.0,66.0,86.0,0.0,1750.0,80.0,-1.6146575783246737,6.660763888888889,0.0,0.0,Menstrual
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,279.0,51.0,98.0,0.0,3243.0,0.0,-1.1865511525350272,6.074652777777778,0.0,0.0,Menstrual
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,371.0,72.0,92.0,0.0,1829.0,77.0,-2.014168427349451,6.220833333333333,0.0,0.0,Follicular
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,353.0,63.0,92.0,0.0,1181.0,78.0,-1.4142188448046988,6.381944444444445,0.0,1.0,Follicular
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,165.0,27.0,94.0,0.0,7186.0,72.0,-2.481372808343081,6.194097222222222,0.0,1.0,Fertility
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,253.0,41.0,93.0,0.0,572.0,78.0,-2.2936919811395367,5.788888888888889,0.0,0.0,Fertility
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,269.0,53.0,93.0,0.0,1115.0,69.0,-2.106011153935992,5.212152777777778,0.0,0.0,Fertility
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,232.0,40.0,92.0,0.0,10224.0,74.0,-2.482764550689275,5.110763888888889,0.0,0.0,Fertility
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,648.0,72.0,95.0,0.0,5604.0,0.0,-0.8182043375167692,4.524305555555555,0.0,0.0,Fertility
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,680.0,0.0,100.0,0.0,52.0,0.0,-0.8628168891011038,5.709375,0.0,0.0,Fertility
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,602.0,105.0,92.0,0.0,686.0,0.0,-0.9074294406854383,6.009027777777778,0.0,1.0,Luteal
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,226.0,52.0,88.0,0.0,389.0,0.0,-1.6749799560819971,6.259722222222222,0.0,1.0,Luteal
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,215.0,43.0,90.0,0.0,7503.0,0.0,-2.020102999684393,6.124305555555555,0.0,0.0,Luteal
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,194.0,29.0,93.0,0.0,6879.0,72.0,-1.6244125232342,6.372916666666667,0.0,0.0,Luteal
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,185.0,23.0,97.0,0.0,723.0,67.0,-1.4225879319633665,6.988541666666666,0.0,0.0,Luteal
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,488.0,91.0,94.0,0.0,1872.0,0.0,-0.824641343637045,6.7122222222222225,0.0,0.0,Luteal
1.0,5.0,0.0,6.0,5.0,0.0,5.0,5.0,5.0,5.0,5.0,390.0,47.0,95.0,0.0,1338.0,66.0,-0.5815454275834203,6.7122222222222225,0.0,0.0,Luteal