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
0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,397.0,86.0,89.0,49.93115520477295,5975.0,65.0,0.18363661883030663,136.8695652173913,64.14374193548387,1.0,Follicular
0.0,0.0,0.0,1.0,1.0,5.0,1.0,1.0,1.0,1.0,1.0,397.0,86.0,89.0,47.5621280670166,5392.0,65.0,0.18363661883030663,125.53472222222223,64.14374193548387,0.0,Follicular
0.0,0.0,0.0,0.6666666666666667,1.0,3.333333333333333,1.0,0.0,0.0,0.0,1.0,361.0,75.0,93.0,48.54423713684082,539.0,64.0,0.18363661883030663,109.30208333333333,62.584964285714285,0.0,Follicular
0.0,0.0,0.0,0.33333333333333337,0.5,1.6666666666666665,0.5,0.0,0.0,0.0,1.0,367.0,54.0,94.0,48.79372310638428,3051.0,0.0,-0.19551734525382036,119.70833333333333,52.55015476190476,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,280.0,84.0,85.0,51.0697660446167,11910.0,54.0,-0.617379519705101,141.70833333333334,49.38411940298507,0.0,Follicular
0.0,0.0,0.0,1.0,0.5,5.0,0.5,0.0,0.0,0.0,1.0,311.0,51.0,86.0,51.300435066223145,1983.0,67.0,-1.3105057731150664,130.03819444444446,61.670632352941176,0.0,Fertility
0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,276.0,101.0,92.0,50.16127586364746,1748.0,72.0,-1.1787187687933955,135.40277777777777,60.00516216216216,1.0,Fertility
0.0,0.5,0.5,1.0,1.0,0.6666666666666667,0.6666666666666667,0.5,0.5,0.5,1.0,543.0,98.0,89.0,51.37166118621826,3375.0,67.0,-1.0462859416619015,137.84375,55.51106086956522,1.0,Fertility
0.0,0.0,0.0,1.0,1.0,0.33333333333333337,0.33333333333333337,0.0,0.0,0.0,1.0,744.0,7.0,99.0,53.64431858062744,5777.0,62.0,0.08146020646020669,142.05555555555554,51.8215375,0.0,Fertility
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.5,465.0,0.0,100.0,53.08955097198486,2790.0,0.0,-3.783710463147969,138.92013888888889,58.86350530913978,0.0,Fertility
0.0,0.0,0.0,6.0,1.0,0.0,0.0,6.0,0.0,0.0,6.0,402.0,65.0,94.0,53.05031871795654,2662.0,0.0,-0.4419030335861321,108.47286821705427,65.90547311827957,0.0,Fertility
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,355.0,74.0,87.0,52.49073505401611,7772.0,80.0,-0.9183761205532893,106.09027777777777,68.47809756097561,0.0,Luteal
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,373.8,70.8,87.4,53.2849178314209,7234.0,64.0,-0.916983201851608,99.04819277108433,67.04657898528353,0.0,Luteal
0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,392.6,67.6,87.8,54.08316421508789,7759.0,48.0,-0.9155902831499266,101.62544309572873,65.61506040959144,1.0,Luteal
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,411.4,64.4,88.2,54.93878364562988,9127.0,32.0,-0.9141973644482453,104.20269342037312,64.18354183389935,1.0,Luteal
0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,430.2,61.2,88.6,55.26454734802246,5566.0,16.0,-0.9128044457465639,106.77994374501752,62.75202325820727,0.0,Luteal
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,449.0,58.0,89.0,53.16037845611572,5426.0,0.0,-0.9114115270448826,109.35719406966192,61.320504682515185,0.0,Luteal
0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,534.0,54.0,91.0,52.17471790313721,5253.0,0.0,-0.9100186083432013,111.93444439430631,59.8889861068231,0.0,Luteal
0.0,0.0,0.0,1.0,0.0,5.0,5.0,5.0,1.0,1.0,5.0,394.0,7.0,98.0,52.92270851135254,5008.0,0.0,-0.9086256896415199,114.51169471895071,58.457467531131016,0.0,Menstrual
0.0,1.0,0.0,1.0,0.0,2.5,1.0,1.0,0.0,0.0,4.0,387.0,93.0,81.0,52.62802314758301,5956.0,0.0,-0.9072327709398386,117.0889450435951,57.02594895543893,0.0,Menstrual
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,3.0,345.0,67.0,95.0,51.45708465576172,13693.0,76.0,-0.9058398522381572,119.6661953682395,55.59443037974684,1.0,Menstrual
0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,2.0,420.0,120.0,82.0,51.09092426300049,11343.0,38.0,-1.4281290448676158,122.2434456928839,64.34410588235293,1.0,Menstrual
0.0,1.0,0.0,0.0,0.0,0.5,1.0,0.0,0.0,0.0,1.0,434.0,32.0,93.0,50.28324031829834,4822.0,0.0,-0.2775283171521022,113.30902777777777,63.237503921568624,0.0,Menstrual
0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,415.0,42.0,91.0,49.32160758972168,2808.0,0.0,0.02767323533085502,104.45138888888889,62.13090196078431,0.0,Menstrual
0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,480.0,0.0,100.0,49.92204761505127,1752.0,0.0,-0.3620399444978993,114.36111111111111,61.0243,0.0,Menstrual
0.0,0.0,0.0,0.0,0.5,1.0,0.5,0.0,0.0,0.0,1.0,483.0,115.0,91.0,51.05167293548584,10773.0,0.0,-0.7517531243266536,116.15625,58.638200000000005,0.0,Menstrual
0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,321.0,80.0,90.0,53.688347816467285,12028.0,40.0,-0.8037629869798035,121.96296296296296,57.96743243243243,0.0,Menstrual
0.0,0.0,0.0,0.0,0.6666666666666667,1.0,1.0,0.0,0.0,0.0,1.0,490.0,93.0,88.0,52.53140926361084,2879.0,80.0,-0.7012771929824583,117.5087542087542,66.70659130434782,1.0,Follicular
0.0,0.0,0.0,0.0,0.33333333333333337,1.0,1.0,0.0,0.0,0.0,1.0,466.0,59.0,90.0,51.12937545776367,6679.0,76.0,-0.7070016499064048,113.05454545454545,70.82098765432099,1.0,Follicular
0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,329.0,19.0,95.0,50.90539836883545,10311.0,0.0,-2.0207908247282,106.4375,81.84957142857144,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,435.0,44.0,91.0,50.26537799835205,5111.0,74.0,0.05840518954729272,101.55725190839695,81.13425793650794,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,442.0,12.0,97.0,50.40837478637695,10058.0,0.0,-0.11328060241605234,111.22068965517241,80.41894444444443,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,409.0,63.0,92.0,50.49068832397461,10757.0,82.0,-0.6405179373472056,104.01736111111111,68.14047311827957,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,428.0,0.0,100.0,51.062615394592285,13987.0,41.0,-0.9089160960398812,109.54166666666667,64.34962392282468,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,414.0,64.0,87.0,50.23660755157471,9153.0,0.0,-0.8661688200885271,97.3076923076923,60.55877472736979,1.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,414.0,71.0,89.0,49.86149597167969,6828.0,81.0,-0.8234215441371731,103.19097222222223,56.7679255319149,1.0,Follicular
0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,346.0,44.0,93.0,50.181336402893066,3985.0,80.0,-0.5396209052905535,103.82986111111111,54.76103896103896,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,466.0,7.0,99.0,50.789655685424805,9446.0,53.33333333333333,-1.21833858343101,112.41319444444444,85.658,0.0,Follicular
0.0,0.0,0.0,1.0,1.0,0.5,1.0,1.0,1.0,1.0,1.0,385.0,95.0,88.0,53.10426139831543,8805.0,26.666666666666664,-0.26213337323274605,107.72222222222223,54.45839361702128,0.0,Follicular
1.0,0.0,0.0,5.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,467.0,12.0,97.0,53.29524040222168,13228.0,0.0,-0.20251272988672642,103.04332129963899,59.15195191055145,0.0,Follicular
0.0,0.0,0.0,3.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,389.0,65.0,86.0,54.99582958221436,10509.0,74.0,-0.14289208654070681,91.49554753309266,63.84551020408163,0.0,Fertility
0.0,0.0,0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,419.0,88.0,85.0,52.4684944152832,8217.0,76.0,-0.5128781645569643,79.94777376654633,60.91715,1.0,Fertility
0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,460.0,16.0,97.0,52.70981693267822,7900.0,38.0,-1.069065920398013,68.4,62.5307880733945,1.0,Fertility
0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,1.0,435.0,45.0,91.0,51.05070590972901,6729.0,0.0,-1.2182449287811155,101.07291666666667,64.14442614678899,0.0,Fertility
0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,1.0,451.0,99.0,89.0,50.84962177276611,14867.0,77.0,-1.3674239371642176,86.3076923076923,65.75806422018348,0.0,Fertility
0.0,0.0,0.0,0.5,0.0,0.5,0.5,0.6666666666666667,0.0,0.0,1.0,385.0,29.0,93.0,51.263458251953125,2815.0,0.0,-1.1049350878395425,89.00032539372641,64.97218562272214,0.0,Fertility
0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.33333333333333337,0.0,0.0,1.0,391.5,47.0,89.5,51.882161140441895,3335.0,0.0,-0.8424462385148672,91.6929584797605,64.18630702526077,0.0,Luteal
0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,398.0,65.0,86.0,51.84461212158203,4275.0,0.0,-0.579957389190192,94.38559156579461,63.400428427799426,0.0,Menstrual
0.0,0.0,0.0,0.5,0.0,0.0,0.5,0.3333333333333333,0.0,0.0,1.0,411.0,12.0,97.0,52.90883255004883,9488.0,75.0,-0.3174685398655169,97.0782246518287,62.61454983033807,1.0,Menstrual
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.6666666666666666,0.0,0.0,1.0,440.0,40.0,92.0,51.91204929351807,5782.0,0.0,-0.19568371212121452,99.77085773786281,61.828671232876715,1.0,Menstrual
0.0,0.0,0.0,0.14285714285714285,0.0,0.16666666666666666,0.3333333333333333,1.0,0.0,0.0,1.0,323.0,47.0,91.0,50.83880710601807,2181.0,80.0,0.5776810032702616,102.4634908238969,66.05225,0.0,Menstrual
0.0,0.0,0.0,0.2857142857142857,1.0,0.3333333333333333,0.6666666666666666,1.0,1.0,0.0,1.0,334.0,69.0,93.0,50.738322257995605,10188.0,76.0,0.025519802304265714,105.15612390993101,66.2990875,0.0,Menstrual
0.0,0.0,0.0,0.42857142857142855,1.0,0.5,1.0,1.0,1.0,1.0,1.0,146.0,7.0,95.0,51.08567237854004,3028.0,0.0,-0.2579579389016073,107.84875699596512,66.38072398255814,0.0,Menstrual
0.0,0.0,0.0,0.5714285714285714,1.0,0.6666666666666666,1.0,1.0,0.5,0.5,1.0,370.0,64.0,94.0,50.2493143081665,7062.0,73.0,-0.5414356801074802,110.54139008199921,66.46236046511628,0.0,Menstrual
0.0,0.0,0.0,0.7142857142857142,1.0,0.8333333333333333,1.0,1.0,0.0,0.0,1.0,351.0,49.0,96.0,49.86868953704834,5928.0,83.0,-0.8267148976413018,113.23402316803332,68.278925,0.0,Menstrual
0.0,0.0,0.0,0.8571428571428571,1.0,1.0,1.0,1.0,0.0,0.0,1.0,361.0,60.5,92.5,50.49990177154541,2237.0,41.5,-0.1643001571539845,115.92665625406741,59.83243376436782,1.0,Menstrual
0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,371.0,72.0,89.0,52.37516021728516,4256.0,0.0,0.4981145833333329,118.61928934010152,51.38594252873563,1.0,Follicular
1.0,0.0,0.0,1.0,0.0,1.0,1.0,0.6666666666666667,0.0,0.0,1.0,323.0,48.0,92.0,51.57804870605469,6782.0,64.0,-0.5095651576895823,94.5,71.99072602739726,0.0,Follicular
0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.33333333333333337,0.0,0.0,1.0,270.0,61.0,88.0,52.19826793670654,15136.0,73.0,0.195518410887316,94.54166666666667,70.68120967741935,0.0,Follicular
1.0,0.0,0.0,1.0,1.0,1.0,0.14285714285714285,0.0,0.0,0.0,1.0,461.0,15.0,97.0,52.5457010269165,5683.0,0.0,-0.04849798087412196,106.12152777777777,66.19995744680851,0.0,Follicular
0.0,0.0,0.0,1.0,1.0,1.0,0.2857142857142857,1.0,0.0,1.0,1.0,416.0,53.0,93.0,52.74394512176514,7806.0,85.0,-0.944467721745351,110.11805555555556,57.758042253521126,0.0,Follicular
0.0,0.0,0.0,1.0,1.0,1.0,0.42857142857142855,1.0,0.0,0.5,1.0,313.0,43.0,92.0,52.69371509552002,2825.0,73.0,-0.5508125000000003,106.51333333333334,67.4728695652174,0.0,Follicular
0.0,0.0,0.0,1.0,1.0,1.0,0.5714285714285714,1.0,0.0,0.0,1.0,496.0,13.0,97.0,0.0,10294.0,0.0,-1.2976024934416115,113.86267605633803,57.90228,1.0,Fertility
0.0,0.0,0.0,1.0,1.0,1.0,0.7142857142857142,1.0,0.0,0.0,1.0,353.5,11.5,96.0,0.0,9921.0,37.5,-0.9537596074969111,117.31884057971014,51.14139,1.0,Fertility
0.0,0.0,0.0,1.0,1.0,1.0,0.8571428571428571,1.0,0.0,0.0,1.0,211.0,10.0,95.0,0.0,13452.0,75.0,-0.6099167215522108,110.63541666666667,44.380500000000005,0.0,Fertility
1.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,152.0,44.0,87.0,0.0,5566.0,73.0,0.08563603529662027,105.28472222222223,50.988729729729734,0.0,Fertility
0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,189.0,55.0,95.0,0.0,636.0,72.0,0.24026163010589982,89.44,49.962155555555555,0.0,Fertility
0.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,348.0,74.0,89.0,0.0,12635.0,68.0,-0.46275464286570694,108.66666666666667,55.939096385542165,0.0,Fertility
0.5,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,379.0,53.0,88.0,0.0,11743.0,0.0,-0.1471653430646108,115.08155668358714,57.514892857142854,0.0,Luteal
1.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,271.0,87.0,91.0,0.0,15991.0,74.0,-0.5362112487407297,121.49644670050762,40.70706451612904,1.0,Luteal
0.0,0.0,0.0,2.0,1.0,2.0,1.0,1.0,0.0,0.0,1.0,225.0,50.0,84.0,0.0,3404.0,79.0,0.604539766661577,127.91133671742809,57.85430909090909,1.0,Luteal
0.0,0.0,0.0,3.0,1.0,3.0,1.0,1.0,1.0,1.0,1.0,285.0,48.0,86.5,0.0,5938.5,39.5,0.510539208551741,134.32622673434855,54.247693006993,0.0,Luteal
0.0,0.0,0.0,4.0,1.0,4.0,1.0,0.0,0.0,0.0,1.0,345.0,46.0,89.0,0.0,8473.0,0.0,0.41653865044190475,140.74111675126903,50.64107692307692,0.0,Luteal
0.0,0.0,0.0,5.0,1.0,5.0,1.0,1.0,0.0,0.0,1.0,422.0,67.0,89.0,0.0,7253.0,70.0,0.32253809233206865,130.90972222222223,48.57287368421052,0.0,Luteal
0.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,429.0,38.0,92.0,0.0,8093.0,0.0,-0.8195146222081066,122.20138888888889,51.690416666666664,0.0,Luteal
0.0,0.5,0.0,1.0,1.0,1.0,1.0,0.5,0.0,0.0,1.0,398.0,75.0,88.0,0.0,10606.0,75.0,-0.17631649750284029,128.11458333333334,63.679817204301074,0.0,Luteal
0.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,1.0,519.0,93.0,89.0,0.0,3522.0,70.0,0.466881627202426,128.77551020408163,42.17856198347107,1.0,Luteal
0.0,0.0,0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,389.0,0.0,100.0,0.0,3219.0,0.0,-0.3751074958950494,127.98556612340487,150.7705,1.0,Luteal
0.0,0.0,0.0,5.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,325.0,50.0,92.0,0.0,9136.0,72.0,-0.20715588569740515,127.19562204272809,44.722,0.0,Luteal
0.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,274.6666666666667,50.0,92.0,0.0,7077.0,48.0,-0.6080506824131928,126.40567796205133,48.43171171171171,0.0,Menstrual
0.0,1.0,0.0,1.0,1.0,3.0,1.0,0.0,0.0,0.0,1.0,224.33333333333331,50.0,92.0,0.0,259.0,24.0,-1.0089454791289805,125.61573388137457,52.141423423423426,0.0,Menstrual
0.0,0.0,0.0,1.0,0.0,5.0,1.0,1.0,0.0,0.0,1.0,174.0,50.0,92.0,0.0,3694.0,0.0,-1.4098402758447681,124.8257898006978,55.85113513513514,0.0,Menstrual
0.0,0.0,0.0,1.0,0.5,3.0,1.0,0.5,0.0,0.0,1.0,422.0,95.0,91.0,0.0,5308.0,65.0,-0.5211683700209694,124.03584572002103,36.13786138613862,0.0,Menstrual
0.0,0.0,0.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,432.0,95.0,91.0,0.0,4865.0,71.0,-1.1714311519641454,123.24590163934427,48.2655145631068,1.0,Menstrual
0.0,0.0,0.0,0.5,0.6666666666666667,0.5,0.6666666666666667,0.0,0.0,0.0,1.0,106.0,19.0,85.0,0.0,3895.0,0.0,-1.099340066548113,118.32638888888889,50.68351610508281,1.0,Menstrual
0.0,0.0,0.0,0.0,0.33333333333333337,0.0,0.33333333333333337,0.0,0.0,0.0,1.0,353.0,90.0,84.0,0.0,5739.0,66.0,-1.0272489811320804,114.04513888888889,53.10151764705882,0.0,Menstrual
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,561.0,14.0,98.0,0.0,2466.0,0.0,-2.16893038742483,120.61805555555556,49.75351851851852,0.0,Menstrual
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,417.0,62.0,92.0,0.0,5790.0,0.0,-0.2954028370756897,116.02430555555556,57.63236170212766,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,417.0,62.0,92.0,0.0,10545.0,0.0,-0.2954028370756897,116.35763888888889,57.63236170212766,0.0,Follicular
0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,417.0,62.0,92.0,0.0,4128.0,0.0,-0.2954028370756897,105.39930555555556,57.63236170212766,0.0,Follicular