data/client_35140057a2a4.csv

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
1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,159.0,35.0,95.0,70.0,873.0,0.0,-2.8446369731800822,5.120588235294117,56.717999999999996,1.0,Fertility
1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,159.0,35.0,95.0,64.50216007232666,1487.0,0.0,-2.8446369731800822,5.4568281938325995,56.717999999999996,0.0,Fertility
1.0,0.0,0.0,0.0,1.0,0.0,0.5,0.0,0.0,0.0,1.0,244.0,45.0,93.0,61.13438320159912,1652.0,0.0,-2.8446369731800822,5.561111111111111,54.72533653846154,0.0,Fertility
1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,2.0,276.0,23.0,97.0,58.30232048034668,2312.0,0.0,-2.8446369731800822,5.264102564102564,74.81657627118643,0.0,Fertility
1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.25,0.0,3.0,164.0,11.0,94.0,57.507911682128906,2979.0,0.0,-2.496416914777413,5.509356725146199,75.13173654829163,0.0,Fertility
0.8,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.5,0.0,4.0,324.0,55.0,92.0,58.14674663543701,2096.0,0.0,-2.1481968563747436,5.74485294117647,75.44689682539682,0.0,Luteal
0.6,0.0,1.0,0.0,1.0,0.0,0.5,0.5,0.75,0.0,5.0,212.0,29.0,96.0,58.268418312072754,3157.0,0.0,-3.143216002914041,5.488541666666666,70.35469512195122,1.0,Luteal
0.3999999999999999,0.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,1.0,5.0,257.0,40.0,94.0,58.72464084625244,2722.0,0.0,-2.696825981974312,5.716666666666667,58.774234234234235,1.0,Luteal
0.19999999999999996,0.0,1.0,0.0,3.5,5.0,0.0,1.0,1.0,1.0,3.666666666666667,151.0,10.0,94.0,60.40141677856445,2124.0,0.0,-2.5618960966439444,6.065277777777777,61.65368468468469,0.0,Luteal
0.0,0.0,1.0,1.0,6.0,5.0,0.0,1.0,1.0,1.0,2.3333333333333335,336.0,52.0,94.0,61.3474063873291,1707.0,0.0,-2.426966211313576,5.947916666666667,64.53313513513514,0.0,Luteal
0.0,0.0,1.0,1.0,5.0,3.666666666666667,0.0,1.0,1.0,1.0,1.0,205.0,30.0,94.0,62.7946367263794,3172.0,0.0,-2.7027302616413134,5.320075757575758,52.09735064935065,0.0,Luteal
0.0,0.0,1.0,1.0,0.0,2.3333333333333335,0.0,0.0,1.0,1.0,1.8,577.0,67.0,90.0,62.38302993774414,1936.0,0.0,-2.4808682122286836,5.932291666666667,58.93078378378378,0.0,Luteal
0.0,0.0,1.0,0.0,0.0,1.0,0.5,1.0,1.0,1.0,2.6,316.0,61.0,89.0,63.3029146194458,1698.0,0.0,-2.325258408215132,6.363541666666666,59.636760563380285,0.0,Luteal
1.0,0.0,1.0,1.0,5.0,1.0,1.0,1.0,1.0,1.0,3.4000000000000004,167.0,27.0,96.0,64.6292495727539,1687.0,0.0,-2.6531070458865114,6.721180555555556,50.54991891891892,1.0,Luteal
1.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,4.2,253.0,36.0,96.0,62.98178291320801,1587.0,0.0,-2.86594528256705,6.6663194444444445,71.12574468085106,1.0,Luteal
1.0,0.0,0.75,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.0,508.0,77.0,91.0,62.65332508087158,1700.0,0.0,-1.8313502605610434,7.515625,57.099214814814815,0.0,Luteal
1.0,0.0,0.5,0.0,1.0,1.0,1.0,1.0,0.0,1.0,5.0,556.0,61.0,92.0,60.769073486328125,1970.0,0.0,-2.9779906799965588,7.302777777777777,72.66051694915255,0.0,Menstrual
1.0,0.0,0.25,1.0,1.0,0.0,1.0,1.0,0.0,1.0,5.0,188.0,25.0,91.0,59.84650135040283,1818.0,0.0,-3.4428238845983627,6.582986111111111,64.98136585365853,0.0,Menstrual
1.0,0.03225806451612903,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,5.0,256.0,30.0,92.0,60.108914375305176,1155.0,0.0,-3.851512385756275,6.4899305555555555,67.52045454545454,0.0,Menstrual
1.0,0.06451612903225806,0.0,0.0,1.0,0.0,0.0,1.0,0.0,1.0,5.0,492.0,48.0,95.0,61.32789516448975,1474.0,0.0,-2.8538615169223305,7.027777777777778,54.31652380952381,0.0,Menstrual
1.0,0.0967741935483871,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,5.0,228.0,36.0,92.0,62.239423751831055,3011.0,0.0,-2.749338735152892,6.605747126436781,53.60519607843137,1.0,Menstrual
1.0,0.12903225806451613,0.0,0.0,1.0,0.0,1.0,1.0,0.0,1.0,3.0,172.0,28.0,97.0,62.18058109283447,1543.0,0.0,-3.6708827683615834,6.032638888888889,57.396947368421046,1.0,Menstrual
1.8,0.16129032258064516,0.0,0.0,1.0,0.09090909090909091,1.0,1.0,0.0,0.5,1.0,496.0,99.0,96.0,62.34074592590332,2469.0,0.0,-3.01681262327416,5.553472222222222,63.82554867256638,0.0,Follicular
2.6,0.1935483870967742,1.0,1.0,0.0,0.18181818181818182,1.0,1.0,0.0,0.0,1.0,339.0,48.0,90.0,62.64704895019531,2715.0,0.0,-3.098786355051938,5.878125000000001,66.93836842105263,0.0,Follicular
3.4000000000000004,0.22580645161290322,0.9166666666666666,0.5,0.0,0.2727272727272727,1.0,0.0,0.0,0.5,1.0,263.0,35.0,93.0,61.85720634460449,1848.0,0.0,-3.0493458942104543,5.555555555555555,62.09984347826087,0.0,Follicular
4.2,0.25806451612903225,0.8333333333333334,0.0,0.5,0.36363636363636365,1.0,1.0,0.0,1.0,1.0,500.0,80.0,89.0,62.10924434661865,2199.0,0.0,-3.1150885603578358,5.512499999999999,60.40672072072072,0.0,Follicular
5.0,0.29032258064516125,0.75,1.0,1.0,0.4545454545454546,1.0,1.0,0.0,3.0,1.0,538.0,94.0,95.0,61.37772750854492,3071.0,0.0,-2.933286542894982,6.113888888888889,70.64982051282051,0.0,Follicular
1.0,0.3225806451612903,0.6666666666666667,0.875,1.0,0.5454545454545454,0.0,1.0,0.0,5.0,1.0,357.0,40.0,90.0,61.64668083190918,2070.0,0.0,-2.144564454619511,5.835069444444445,69.22560526315789,1.0,Follicular
1.0,0.3548387096774194,0.5833333333333334,0.75,0.0,0.6363636363636364,0.0,1.0,0.0,1.0,5.0,384.0,55.0,92.0,62.817495346069336,2559.0,0.0,-2.6774878457414406,5.772222222222222,58.18164705882352,1.0,Follicular
1.0,0.3870967741935484,0.5,0.625,0.0,0.7272727272727273,0.0,0.0,0.0,1.0,4.0,410.0,62.0,93.0,65.3455696105957,3324.0,0.0,-2.6566088286123133,6.273611111111111,47.484847826086956,0.0,Follicular
1.0,0.4193548387096774,0.41666666666666674,0.5,0.0,0.8181818181818182,0.0,0.0,0.0,1.0,3.0,148.0,15.0,91.0,63.93711185455322,2260.0,0.0,-2.78956253590325,4.724481327800829,55.488173913043475,0.0,Follicular
0.0,0.45161290322580644,0.33333333333333337,0.375,0.0,0.9090909090909092,0.0,0.0,0.0,0.0,2.0,403.0,67.0,92.0,62.97569465637207,2900.0,0.0,-2.922516243194187,4.112,63.491499999999995,0.0,Follicular
0.0,0.4838709677419355,0.25,0.25,0.0,1.0,0.0,0.0,0.0,1.0,1.0,227.0,22.0,94.0,62.30209827423096,3588.0,0.0,-2.7080261322330235,5.329861111111111,57.825744186046514,0.0,Follicular
0.0,0.5161290322580645,0.16666666666666674,0.125,0.0,1.0,0.0,0.0,0.0,1.0,1.0,236.0,28.0,94.0,62.53641414642334,7388.0,0.0,-2.9185618084219858,6.248958333333333,59.64454022988505,0.0,Follicular
1.0,0.5483870967741935,0.08333333333333337,0.0,2.5,0.8,0.0,0.0,0.09090909090909091,1.0,1.0,145.0,10.0,94.0,62.020440101623535,2619.0,0.0,-2.9411384620088077,6.180902777777778,57.00320022246941,1.0,Follicular
5.0,0.5806451612903225,0.0,6.0,5.0,0.6,5.0,0.0,0.18181818181818182,1.0,1.0,464.0,64.0,94.0,64.21464252471924,3891.0,0.0,-2.9637151155956296,6.959027777777778,54.36186021505377,1.0,Fertility
1.0,0.6129032258064516,0.2,5.0,1.0,0.3999999999999999,5.0,0.5,0.2727272727272727,0.6666666666666667,1.0,466.0,72.0,90.0,63.618027687072754,820.0,0.0,-2.0830820516000936,6.821527777777778,70.42017,0.0,Fertility
1.0,0.6451612903225806,0.4,3.666666666666667,1.0,0.19999999999999996,3.0,1.0,0.36363636363636365,0.33333333333333337,1.0,195.0,36.0,94.0,62.63007545471192,1826.0,0.0,-3.1440703914141417,6.370833333333334,82.2368,0.0,Fertility
1.0,0.6774193548387096,0.6000000000000001,2.3333333333333335,6.0,0.0,1.0,1.5714285714285714,0.4545454545454546,0.0,1.0,243.0,42.0,94.0,61.886627197265625,1996.0,0.0,-2.7327432881209597,6.604861111111111,69.78695049504951,0.0,Fertility
1.0,0.7096774193548387,0.8,1.0,5.0,1.0,1.0,2.142857142857143,0.5454545454545454,0.5,1.0,197.0,18.0,95.0,61.58515548706055,1380.0,0.0,-3.841520623998463,6.455208333333333,67.37492105263158,0.0,Fertility
5.0,0.7419354838709677,1.0,0.5,6.0,0.5,0.5,2.7142857142857144,0.6363636363636364,1.0,2.0,212.0,31.0,96.0,63.13704967498779,1607.0,0.0,-2.8222277287437456,7.002419354838709,52.7893052631579,0.0,Fertility
1.0,0.7741935483870968,0.0,0.0,1.0,0.0,0.0,3.2857142857142856,0.7272727272727273,0.0,3.0,380.0,30.0,93.0,63.71696758270264,4247.0,0.0,-2.6194131454104124,5.786666666666666,63.52006329113924,1.0,Luteal
1.0,0.8064516129032258,0.0,0.0,1.0,1.0,1.0,3.8571428571428568,0.8181818181818182,1.0,4.0,259.0,44.0,91.0,63.93650436401367,1306.0,0.0,-2.2050924608866027,5.620833333333334,63.638350877192984,1.0,Luteal
1.0,0.8387096774193548,0.5,0.0,1.0,1.0,1.0,4.428571428571429,0.9090909090909092,1.0,5.0,473.0,72.0,90.0,62.08792686462402,1617.0,0.0,-2.6276142785614742,6.004513888888889,71.98814705882353,0.0,Luteal
0.0,0.8709677419354839,1.0,0.0,1.0,2.0,1.0,5.0,1.0,1.0,5.0,195.0,25.0,90.0,61.67653751373291,2357.0,0.0,-1.990646840050982,5.770486111111111,60.03161538461539,0.0,Luteal
0.5,0.9032258064516129,1.0,0.5,1.0,3.0,1.0,3.0,0.75,1.0,5.0,152.0,21.0,88.0,61.34691524505615,1184.0,0.0,-2.159282331482678,5.517013888888889,62.60090722610723,0.0,Luteal
1.0,0.9354838709677419,1.0,1.0,1.0,4.0,1.0,1.0,0.5,1.0,5.0,138.0,6.0,96.0,61.65300273895264,1296.0,0.0,-2.3279178229143733,6.100347222222222,65.17019906759907,0.0,Luteal
5.0,0.967741935483871,0.6666666666666667,1.0,1.0,5.0,1.0,1.0,0.25,1.0,5.0,242.0,70.0,88.0,0.0,1593.0,0.0,-2.496553314346069,6.347916666666666,67.7394909090909,0.0,Luteal
1.0,1.0,0.33333333333333337,1.0,3.0,3.0,1.0,1.0,0.0,0.75,5.0,168.0,10.0,94.0,0.0,1749.0,0.0,-2.457226026506457,6.471875000000001,69.29936310160427,1.0,Luteal
1.0,1.0,0.0,1.0,5.0,1.0,1.0,1.0,0.0,0.5,5.0,255.0,45.0,82.0,0.0,2091.0,0.0,-2.4178987386668442,6.301449275362319,70.85923529411764,1.0,Luteal
1.0,1.0,0.0,1.0,1.0,5.0,1.0,1.0,0.0,0.25,5.0,344.0,46.0,90.0,0.0,2633.0,0.0,-2.372264638068663,5.36036036036036,65.21641025641026,0.0,Menstrual
1.0,1.0,1.0,0.0,1.0,5.0,1.0,1.0,0.0,0.0,5.0,203.0,30.0,90.0,0.0,2008.0,0.0,-2.7167925053870836,5.02280701754386,75.25258139534884,0.0,Menstrual
1.0,0.5,0.0,0.0,1.0,0.0,1.0,1.0,0.0,1.0,5.0,239.0,38.0,97.0,0.0,2395.0,0.0,-3.0224212883911297,5.410416666666666,76.71922340425532,0.0,Menstrual
1.0,0.0,0.0,1.0,1.0,0.5,1.0,1.0,0.0,1.0,3.0,500.0,81.0,96.0,0.0,3320.0,0.0,-2.7427290533482194,5.611805555555556,77.45361682242991,0.0,Menstrual
1.0,0.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,142.0,23.0,86.0,0.0,2613.0,0.0,-2.501684851252911,5.803819444444445,80.39842788024151,0.0,Menstrual
1.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,3.5,1.0,5.0,532.0,58.0,92.0,0.0,3541.0,0.0,-2.260640649157602,5.979513888888889,83.3432389380531,1.0,Menstrual
1.0,0.0,0.0,0.0,1.0,1.0,1.0,1.0,6.0,1.0,6.0,446.0,65.0,93.0,0.0,2066.0,0.0,-2.507093757517559,5.894444444444444,59.57982828282829,1.0,Menstrual
1.0,0.0,0.0,2.5,1.0,1.0,1.0,1.0,3.5,1.0,5.0,181.0,23.0,91.0,0.0,3211.0,0.0,-2.628322438318568,6.105555555555556,56.71035897435898,0.0,Follicular
1.0,0.0,0.041666666666666664,5.0,2.0,1.0,1.0,1.0,1.0,1.0,5.0,487.0,46.0,93.0,0.0,1170.0,0.0,-2.5087438688545713,6.271527777777778,48.29872815533981,0.0,Follicular
1.0,0.0,0.08333333333333333,3.0,3.0,1.0,1.0,1.0,1.0,1.0,5.0,415.0,61.0,92.0,0.0,1976.0,0.0,-2.2907761952238532,6.445104895104895,51.861510869565215,0.0,Follicular
1.0,0.0,0.125,1.0,4.0,1.0,3.0,1.0,1.0,1.0,5.0,204.0,46.0,94.0,0.0,2371.0,0.0,-2.9202025228129056,6.478195488721805,61.288866666666664,0.0,Follicular
1.0,0.0,0.16666666666666666,5.0,5.0,1.0,5.0,1.0,1.0,1.0,5.0,224.0,43.0,95.0,0.0,1292.0,0.0,-3.038003333970398,4.554511278195489,62.57728846153846,0.0,Fertility
1.0,0.0,0.20833333333333331,0.0,5.0,1.0,3.0,1.0,1.0,1.0,5.0,510.0,61.0,91.0,0.0,1493.0,0.0,-2.3442510501050107,5.072222222222222,62.96875,1.0,Fertility
1.0,0.0,0.25,0.0,5.0,0.75,1.0,1.0,1.0,5.0,5.0,299.0,35.0,91.0,0.0,2102.0,0.0,-2.5507885946074924,4.772822299651568,47.913543859649124,1.0,Fertility
1.0,0.0,0.29166666666666663,0.5,5.0,0.5,1.0,1.0,1.0,1.0,5.0,294.0,57.0,89.0,0.0,766.0,0.0,-2.7425973179902803,5.236111111111111,51.897443396226414,0.0,Fertility
1.0,0.0,0.3333333333333333,1.0,5.0,0.25,1.0,1.0,1.0,1.0,6.0,224.0,50.0,89.0,0.0,2055.0,0.0,-3.8596112062914165,5.383333333333334,48.61284615384615,0.0,Fertility
1.0,0.0,0.375,0.0,3.0,0.0,1.0,1.0,1.0,0.5,6.0,381.0,40.0,93.0,0.0,1623.0,0.0,-2.2519190853238737,5.915981735159817,52.12483739837398,0.0,Fertility
1.0,0.0,0.41666666666666663,0.0,1.0,0.09090909090909091,1.0,1.0,1.0,0.0,5.0,237.0,50.0,89.0,0.0,1895.0,0.0,-2.6632427070560474,6.017708333333333,40.294945454545456,0.0,Fertility
1.0,0.0,0.4583333333333333,1.0,1.0,0.18181818181818182,1.0,1.0,1.0,0.0,5.0,236.0,33.0,97.0,0.0,1232.0,0.0,-2.6309294940063475,5.805902777777778,52.844944444444444,0.0,Luteal
5.0,0.0,0.5,1.0,5.0,0.2727272727272727,1.0,1.0,1.0,0.0,5.0,316.0,10.0,97.0,0.0,1095.0,0.0,-1.5395799640673138,6.508680555555555,47.44306097560976,1.0,Luteal
0.0,0.0,0.5416666666666666,0.0,3.666666666666667,0.36363636363636365,1.0,1.0,1.0,0.0,5.0,428.0,68.0,91.0,0.0,2704.0,0.0,-3.0591713555492897,5.015019762845849,54.062935483870966,1.0,Luteal
0.0,0.0,0.5833333333333333,0.0,2.3333333333333335,0.4545454545454546,1.0,1.0,1.0,1.0,5.0,229.0,20.0,94.0,0.0,1824.0,0.0,-2.01183934959444,5.773958333333334,58.598499999999994,0.0,Luteal
0.0,0.0,0.625,0.0,1.0,0.5454545454545454,1.0,1.0,1.0,1.0,5.0,191.0,46.0,95.0,0.0,2081.0,0.0,-3.225138576533198,5.627777777777777,53.72239130434782,0.0,Luteal
0.0,0.0,0.6666666666666666,0.5,3.0,0.6363636363636364,1.0,1.0,1.0,1.0,5.0,218.0,21.0,98.0,0.0,6070.0,0.0,-3.1570358482052803,5.632291666666666,57.285604166666666,0.0,Luteal
0.0,0.0,0.7083333333333333,1.0,5.0,0.7272727272727273,1.0,1.0,1.0,1.0,5.0,282.0,56.0,91.0,0.0,1691.0,0.0,-2.1145516189526665,5.574652777777778,50.044599999999996,0.0,Luteal
0.5,0.0,0.75,1.0,5.0,0.8181818181818182,1.0,1.0,1.0,1.0,5.0,588.0,81.0,90.0,0.0,1807.0,0.0,-2.0987517244585217,5.982291666666667,50.81532283464567,0.0,Luteal
1.0,0.0,0.7916666666666666,0.0,1.0,0.9090909090909092,1.0,1.0,1.0,0.0,5.0,520.0,53.0,93.0,0.0,5180.0,0.0,-2.141661205810236,5.964236111111111,61.99858558558559,1.0,Luteal
0.5,0.0,0.8333333333333333,1.0,1.0,1.0,1.0,1.0,1.0,0.0,5.0,230.0,36.0,96.0,0.0,2464.0,0.0,-1.9253668522448126,6.262847222222223,60.047356435643565,1.0,Luteal
0.0,0.0,0.875,1.0,1.0,0.0,1.0,1.0,1.0,0.0,5.0,166.0,16.0,93.0,0.0,6713.0,0.0,-2.231414165226042,6.042708333333334,50.35711428571429,0.0,Luteal
0.0,0.0,0.9166666666666666,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.0,230.0,17.0,93.0,0.0,1655.0,0.0,-1.5580923074262227,5.9139639639639645,48.91960576923077,0.0,Luteal
0.0,0.0,0.9583333333333333,0.0,1.0,1.0,1.0,1.0,1.0,0.0,5.0,331.0,63.0,93.0,0.0,4715.0,0.0,-1.7729884778625564,3.720149253731343,48.141370689655176,0.0,Luteal
1.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.5,5.0,216.0,27.0,88.0,0.0,3427.0,0.0,-2.583740840228239,4.762,46.94769565217391,0.0,Menstrual
0.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.0,519.0,74.0,89.0,0.0,3772.0,0.0,-2.367743677847313,4.953819444444445,58.51952631578947,0.0,Menstrual
1.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.0,501.0,69.0,89.0,0.0,8944.0,0.0,-2.458282309322033,5.529166666666667,63.68781981981982,1.0,Menstrual
0.0,0.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,0.6666666666666667,5.0,277.0,29.0,97.0,0.0,1769.0,0.0,-2.98237713907368,5.404166666666667,63.14323076923077,1.0,Menstrual
1.0,0.0,1.0,1.0,1.0,0.5,1.0,1.0,1.0,0.33333333333333337,5.0,207.0,26.0,93.0,0.0,1917.0,0.0,-2.7660802148066868,5.471180555555556,85.07000000000001,0.0,Menstrual
0.0,0.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,5.0,294.0,41.0,91.0,0.0,2106.0,0.0,-2.4026374901636354,5.753819444444444,76.76176000000001,0.0,Menstrual
1.0,0.0,1.0,2.5,3.0,0.0,1.0,1.0,1.0,0.0,5.0,173.0,21.0,93.0,0.0,2426.0,0.0,-3.5704570585035347,5.923263888888889,56.54607894736843,0.0,Follicular
1.0,0.0,1.0,5.0,5.0,1.0,1.0,1.0,1.0,1.0,5.0,364.0,68.0,88.0,0.0,3425.0,0.0,-2.8234166451707288,5.805555555555555,64.16751851851852,0.0,Follicular
1.0,0.0,1.0,5.0,5.0,1.0,1.0,1.0,1.0,1.0,5.0,56.0,8.0,88.0,0.0,3625.0,0.0,-2.8234166451707288,5.659090909090909,64.16751851851852,0.0,Follicular