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erap129/data_describe.csv

Created September 26, 2021 13:44
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NASA RUL project - data description
Raw
data_describe.csv
unit_number time sensor_1 sensor_2 sensor_5 sensor_6 sensor_7 sensor_10 sensor_11 sensor_12 sensor_14 sensor_15 sensor_16 sensor_17 sensor_18 sensor_20 sensor_23 sensor_24 RUL
count 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0 20631.0
mean 51.506567786340945 108.80786195530997 0.4994902214444654 0.5019590260611053 0.4430522730736785 0.42474642703118026 0.45043520742321874 0.5664591322518506 0.29795703141632884 0.1952478718490331 0.41140961013362015 0.5806972325890045 0.3178711647518692 0.2260951703849851 0.4511180526792186 0.4342211558657721 0.5242408222141806 0.5461272588576589 107.80786195530997
std 29.227632908799837 68.88099017721818 0.12570766948363188 0.24421843713843072 0.15061845483753925 0.13366360409179906 0.15193458441160862 0.14252693360119403 0.1075537558953646 0.09908857365640435 0.1589805944283841 0.1572608512174252 0.10576311132144779 0.09844243975618262 0.14430564814146393 0.12906358538452264 0.14011350997957905 0.14947649094851193 68.88099017721817
min 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
25% 26.0 52.0 0.41379310344827586 0.3333333333333333 0.3358433734939865 0.3318072814475741 0.3394665766374061 0.47665056360708036 0.22727272727297532 0.14076101588441503 0.29761904761904745 0.4840085287846563 0.23529411764684482 0.17187016203942562 0.34628703347441103 0.3333333333333357 0.4341085271317837 0.4523612261806136 51.0
50% 52.0 104.0 0.5 0.5 0.430722891566262 0.41552212775234665 0.4353477380148547 0.5780998389694076 0.2878787878789808 0.1746836579018236 0.39285714285714235 0.5948827292110934 0.3088235294117112 0.20951594591804934 0.43863024240092585 0.4166666666666714 0.5348837209302282 0.557442695388012 103.0
75% 77.0 156.0 0.5862068965517242 0.75 0.5391566265060135 0.5088293001962114 0.5453241053342328 0.6698872785829337 0.3636363636360329 0.21399084627120146 0.5059523809523832 0.6950959488273014 0.38235294117612284 0.24961296315409243 0.5413620623316717 0.5 0.6279069767441854 0.6525821596244157 155.0
max 100.0 362.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 361.0
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