data/tool_all.csv

Part ID,Timestamp,Position,Orientation,Tool ID,Compliance,Event,Error Code,Error Description,Downtime Start,Downtime End,pos_rolling_mean,pos_rolling_std,pos_rolling_cp,pos_rolling_cpk,ori_rolling_mean,ori_rolling_std,ori_rolling_cp,ori_rolling_cpk
1,2025-06-06 16:09:27,0.3956,0.4285,2,OK,N/A,N/A,N/A,N/A,N/A,0.3956,,,,0.4285,,,
2,2025-06-06 16:09:28,0.3741,0.3253,3,OK,N/A,N/A,N/A,N/A,N/A,0.38485,0.015202795795510805,2.19257916646991,1.8604034227497193,0.3769,0.07297341981845173,0.9135746526957974,0.8080567803094328
3,2025-06-06 16:24:30,0.3412,0.9907,4,NOK,N/A,N/A,N/A,N/A,N/A,0.3703,0.02739835761501045,1.2166179375318231,0.8552824100848719,0.5815,0.35811456267513053,0.1861601666479685,0.017219815414937053
4,2025-06-06 16:24:31,0.3607,0.3622,1,OK,N/A,N/A,N/A,N/A,N/A,0.3679,0.022879831001706884,1.4568872178665393,0.9892264209313804,0.526675,0.3122826964466651,0.2134817824530111,0.07826775849183518
5,2025-06-06 19:24:33,0.4054,0.3711,2,OK,N/A,N/A,N/A,N/A,N/A,0.3754,0.02595890983843505,1.2840806313052342,0.9681967960041469,0.49555999999999994,0.2792509230065319,0.2387339169693891,0.12466685144141502
6,2025-06-06 19:39:35,0.4245,0.3435,3,OK,N/A,N/A,N/A,N/A,N/A,0.38358333333333333,0.03067399006759092,1.0866970113729086,0.9082975853391895,0.47021666666666667,0.257368548324512,0.25903191007864607,0.1680901236485347
7,2025-06-06 21:39:37,0.395,0.3865,4,OK,N/A,N/A,N/A,N/A,N/A,0.3852142857142857,0.028331927135973208,1.1765289799510255,1.0025707664868377,0.4582571428571428,0.2370654330007003,0.28121631155930576,0.19930201737795947
8,2025-06-06 21:39:38,0.3889,0.2458,1,OK,N/A,N/A,N/A,N/A,N/A,0.385675,0.026262616015926513,1.269231264437591,1.087413885806906,0.4317,0.23197780066204612,0.2873838206776912,0.24183348510027716
9,2025-06-06 21:39:39,0.3808,0.5243,2,OK,N/A,N/A,N/A,N/A,N/A,0.3851333333333333,0.024620113728413193,1.3539065538460338,1.15262577950759,0.4419888888888889,0.21917969479655525,0.30416442877405825,0.24030679675532682
10,2025-06-06 21:39:40,0.3902,0.4416,3,OK,N/A,N/A,N/A,N/A,N/A,0.38564,0.023267297030620273,1.4326259423028787,1.226900856988185,0.44195,0.2066446345783021,0.3226150381436844,0.25494653389304656
11,2025-06-07 00:39:42,0.6491,0.5659,4,NOK,N/A,N/A,N/A,N/A,N/A,0.40959090909090906,0.08244596357063765,0.4043052187118193,0.3655286727353676,0.45321818181818185,0.19957077851319724,0.33405024103896114,0.24516250871886658