IZQUIERDA

Brought to you by YData

Dataset statistics

Number of variables	16
Number of observations	49504
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.4 MiB
Average record size in memory	136.0 B

Variable types

Numeric	16

Alerts

`EXG Channel 0` is highly overall correlated with `EXG Channel 1` and 13 other fields	High correlation
`EXG Channel 1` is highly overall correlated with `EXG Channel 0` and 12 other fields	High correlation
`EXG Channel 10` is highly overall correlated with `EXG Channel 0` and 14 other fields	High correlation
`EXG Channel 11` is highly overall correlated with `EXG Channel 0` and 13 other fields	High correlation
`EXG Channel 12` is highly overall correlated with `EXG Channel 0` and 10 other fields	High correlation
`EXG Channel 13` is highly overall correlated with `EXG Channel 0` and 13 other fields	High correlation
`EXG Channel 14` is highly overall correlated with `EXG Channel 0` and 14 other fields	High correlation
`EXG Channel 15` is highly overall correlated with `EXG Channel 0` and 10 other fields	High correlation
`EXG Channel 2` is highly overall correlated with `EXG Channel 10` and 4 other fields	High correlation
`EXG Channel 3` is highly overall correlated with `EXG Channel 0` and 13 other fields	High correlation
`EXG Channel 4` is highly overall correlated with `EXG Channel 0` and 12 other fields	High correlation
`EXG Channel 5` is highly overall correlated with `EXG Channel 0` and 13 other fields	High correlation
`EXG Channel 6` is highly overall correlated with `EXG Channel 0` and 13 other fields	High correlation
`EXG Channel 7` is highly overall correlated with `EXG Channel 0` and 12 other fields	High correlation
`EXG Channel 8` is highly overall correlated with `EXG Channel 0` and 13 other fields	High correlation
`EXG Channel 9` is highly overall correlated with `EXG Channel 0` and 13 other fields	High correlation

Reproduction

Analysis started	2025-04-24 11:03:49.706894
Analysis finished	2025-04-24 11:04:05.506264
Duration	15.8 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

EXG Channel 0
Real number (ℝ)

High correlation

Distinct	45556
Distinct (%)	92.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11641.267

Minimum	-7600.1296
Maximum	43589.992
Zeros	0
Zeros (%)	0.0%
Negative	9199
Negative (%)	18.6%
Memory size	773.5 KiB

Quantile statistics

Minimum	-7600.1296
5-th percentile	-6912.1138
Q1	6260.8689
median	11825.984
Q3	13649.674
95-th percentile	36728.185
Maximum	43589.992
Range	51190.122
Interquartile range (IQR)	7388.805

Descriptive statistics

Standard deviation	11803.948
Coefficient of variation (CV)	1.0139745
Kurtosis	0.019434237
Mean	11641.267
Median Absolute Deviation (MAD)	2898.7754
Skewness	0.372802
Sum	5.7628929 × 10⁸
Variance	1.393332 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9017.230155	6	< 0.1%
9045.683926	6	< 0.1%
12115.71838	5	< 0.1%
9007.261277	5	< 0.1%
12160.51127	5	< 0.1%
12086.25878	5	< 0.1%
12096.02649	5	< 0.1%
12076.44636	5	< 0.1%
12051.43476	4	< 0.1%
12073.76415	4	< 0.1%
Other values (45546)	49454	99.9%

Value	Count	Frequency (%)
-7600.129557	1	< 0.1%
-7584.058652	1	< 0.1%
-7560.566969	1	< 0.1%
-7556.297786	1	< 0.1%
-7554.241425	1	< 0.1%
-7549.636966	1	< 0.1%
-7545.434838	1	< 0.1%
-7540.562158	1	< 0.1%
-7536.203568	1	< 0.1%
-7533.633117	1	< 0.1%

Value	Count	Frequency (%)
43589.99206	1	< 0.1%
43151.16026	1	< 0.1%
43061.82034	1	< 0.1%
42843.75672	1	< 0.1%
42577.99448	1	< 0.1%
42424.21447	1	< 0.1%
42032.14252	1	< 0.1%
41934.33129	1	< 0.1%
41896.84741	1	< 0.1%
41371.3579	1	< 0.1%

EXG Channel 1
Real number (ℝ)

High correlation

Distinct	45685
Distinct (%)	92.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6193.6043

Minimum	-16311.722
Maximum	41604.665
Zeros	0
Zeros (%)	0.0%
Negative	16364
Negative (%)	33.1%
Memory size	773.5 KiB

Quantile statistics

Minimum	-16311.722
5-th percentile	-15720.496
Q1	-3889.7623
median	9050.3778
Q3	14276.679
95-th percentile	22139.47
Maximum	41604.665
Range	57916.387
Interquartile range (IQR)	18166.442

Descriptive statistics

Standard deviation	10802.401
Coefficient of variation (CV)	1.744122
Kurtosis	-0.58601372
Mean	6193.6043
Median Absolute Deviation (MAD)	7715.7104
Skewness	-0.34342566
Sum	3.0660819 × 10⁸
Variance	1.1669187 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9100.222182	6	< 0.1%
14746.96574	5	< 0.1%
16766.15527	5	< 0.1%
8980.305073	4	< 0.1%
9077.401051	4	< 0.1%
11502.43121	4	< 0.1%
-1521.706763	4	< 0.1%
11381.59768	4	< 0.1%
16806.65664	4	< 0.1%
-1582.637618	4	< 0.1%
Other values (45675)	49460	99.9%

Value	Count	Frequency (%)
-16311.72196	1	< 0.1%
-16308.61507	1	< 0.1%
-16305.28466	1	< 0.1%
-16304.5247	1	< 0.1%
-16288.43144	1	< 0.1%
-16288.29733	1	< 0.1%
-16286.91152	1	< 0.1%
-16284.31872	1	< 0.1%
-16283.71522	1	< 0.1%
-16282.88821	1	< 0.1%

Value	Count	Frequency (%)
41604.66541	1	< 0.1%
41474.75707	1	< 0.1%
41450.34897	1	< 0.1%
41430.45591	1	< 0.1%
41402.13625	1	< 0.1%
41322.40758	1	< 0.1%
41311.83521	1	< 0.1%
41282.2415	1	< 0.1%
41280.69923	1	< 0.1%
41270.97622	1	< 0.1%

EXG Channel 2
Real number (ℝ)

High correlation

Distinct	46253
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-51448.048

Minimum	-65793.835
Maximum	-20640.383
Zeros	0
Zeros (%)	0.0%
Negative	49504
Negative (%)	100.0%
Memory size	773.5 KiB

Quantile statistics

Minimum	-65793.835
5-th percentile	-65129.85
Q1	-59272.121
median	-50918.615
Q3	-39832.574
95-th percentile	-38377.835
Maximum	-20640.383
Range	45153.452
Interquartile range (IQR)	19439.547

Descriptive statistics

Standard deviation	9359.8941
Coefficient of variation (CV)	-0.18192904
Kurtosis	-1.3409587
Mean	-51448.048
Median Absolute Deviation (MAD)	8500.4019
Skewness	0.00016833713
Sum	-2.5468841 × 10⁹
Variance	87607617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-39306.05671	4	< 0.1%
-39540.63827	4	< 0.1%
-39421.32466	4	< 0.1%
-39446.85035	4	< 0.1%
-39798.91268	4	< 0.1%
-39478.07574	4	< 0.1%
-39723.5426	4	< 0.1%
-49265.85993	3	< 0.1%
-51183.30433	3	< 0.1%
-39655.21331	3	< 0.1%
Other values (46243)	49467	99.9%

Value	Count	Frequency (%)
-65793.83502	1	< 0.1%
-65792.22569	1	< 0.1%
-65788.26943	1	< 0.1%
-65786.72716	1	< 0.1%
-65785.43076	1	< 0.1%
-65782.92737	1	< 0.1%
-65781.72037	1	< 0.1%
-65781.20628	1	< 0.1%
-65776.08773	1	< 0.1%
-65775.12661	1	< 0.1%

Value	Count	Frequency (%)
-20640.38314	1	< 0.1%
-20720.35768	1	< 0.1%
-22652.97892	1	< 0.1%
-26819.83582	1	< 0.1%
-36352.20663	1	< 0.1%
-36385.57778	1	< 0.1%
-36395.16668	1	< 0.1%
-36402.60981	1	< 0.1%
-36403.25801	1	< 0.1%
-36405.42613	1	< 0.1%

EXG Channel 3
Real number (ℝ)

High correlation

Distinct	46435
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-37984.113

Minimum	-62097.236
Maximum	13752.715
Zeros	0
Zeros (%)	0.0%
Negative	48424
Negative (%)	97.8%
Memory size	773.5 KiB

Quantile statistics

Minimum	-62097.236
5-th percentile	-61336.265
Q1	-51227.505
median	-34733.046
Q3	-25529.727
95-th percentile	-20487.949
Maximum	13752.715
Range	75849.952
Interquartile range (IQR)	25697.778

Descriptive statistics

Standard deviation	14940.095
Coefficient of variation (CV)	-0.39332483
Kurtosis	-0.37555255
Mean	-37984.113
Median Absolute Deviation (MAD)	13357.581
Skewness	0.18767151
Sum	-1.8803656 × 10⁹
Variance	2.2320644 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-25398.30958	5	< 0.1%
-25626.0068	4	< 0.1%
-25483.1568	4	< 0.1%
-20885.60413	4	< 0.1%
-56410.55035	4	< 0.1%
-25453.38427	4	< 0.1%
-30461.51614	4	< 0.1%
-32013.10718	4	< 0.1%
-25377.14247	4	< 0.1%
-30330.62432	4	< 0.1%
Other values (46425)	49463	99.9%

Value	Count	Frequency (%)
-62097.23647	1	< 0.1%
-62076.02466	1	< 0.1%
-62048.42026	1	< 0.1%
-62047.25797	1	< 0.1%
-62043.05584	1	< 0.1%
-62037.22203	1	< 0.1%
-62030.27064	1	< 0.1%
-62027.47667	1	< 0.1%
-62012.501	1	< 0.1%
-62002.28626	1	< 0.1%

Value	Count	Frequency (%)
13752.71544	1	< 0.1%
13741.45016	1	< 0.1%
13677.70298	1	< 0.1%
13665.0519	1	< 0.1%
13651.75261	1	< 0.1%
13594.17452	1	< 0.1%
13536.48466	1	< 0.1%
13345.69017	1	< 0.1%
13293.58826	1	< 0.1%
13219.20165	1	< 0.1%

EXG Channel 4
Real number (ℝ)

High correlation

Distinct	48066
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-34766.823

Minimum	-56567.102
Maximum	11901.32
Zeros	0
Zeros (%)	0.0%
Negative	46204
Negative (%)	93.3%
Memory size	773.5 KiB

Quantile statistics

Minimum	-56567.102
5-th percentile	-55335.176
Q1	-50206.55
median	-39012.176
Q3	-16225.221
95-th percentile	9703.0219
Maximum	11901.32
Range	68468.422
Interquartile range (IQR)	33981.329

Descriptive statistics

Standard deviation	18531.564
Coefficient of variation (CV)	-0.53302437
Kurtosis	-0.045398487
Mean	-34766.823
Median Absolute Deviation (MAD)	13112.617
Skewness	0.92128236
Sum	-1.7210968 × 10⁹
Variance	3.4341886 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-47696.27573	3	< 0.1%
-46876.88313	3	< 0.1%
-52374.76407	3	< 0.1%
-47077.6465	3	< 0.1%
-52190.85392	3	< 0.1%
-47015.35219	3	< 0.1%
-55621.69023	3	< 0.1%
-49911.95946	3	< 0.1%
-50345.76212	3	< 0.1%
-14003.30085	3	< 0.1%
Other values (48056)	49474	99.9%

Value	Count	Frequency (%)
-56567.10196	1	< 0.1%
-56540.10106	1	< 0.1%
-56535.65306	1	< 0.1%
-56531.42858	1	< 0.1%
-56500.22554	1	< 0.1%
-56490.79311	1	< 0.1%
-56485.29458	1	< 0.1%
-56474.78926	1	< 0.1%
-56471.25768	1	< 0.1%
-56466.13913	1	< 0.1%

Value	Count	Frequency (%)
11901.32045	1	< 0.1%
11871.10089	1	< 0.1%
11842.31184	1	< 0.1%
11818.23901	1	< 0.1%
11798.03303	1	< 0.1%
11792.78037	1	< 0.1%
11760.50446	1	< 0.1%
11760.01272	1	< 0.1%
11751.20613	1	< 0.1%
11745.93112	1	< 0.1%

EXG Channel 5
Real number (ℝ)

High correlation

Distinct	48124
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-21841.915

Minimum	-54540.067
Maximum	23472.707
Zeros	0
Zeros (%)	0.0%
Negative	37779
Negative (%)	76.3%
Memory size	773.5 KiB

Quantile statistics

Minimum	-54540.067
5-th percentile	-52168.869
Q1	-39524.227
median	-19745.866
Q3	-4697.5041
95-th percentile	3760.1636
Maximum	23472.707
Range	78012.774
Interquartile range (IQR)	34826.722

Descriptive statistics

Standard deviation	18372.626
Coefficient of variation (CV)	-0.84116372
Kurtosis	-1.1267986
Mean	-21841.915
Median Absolute Deviation (MAD)	16738.931
Skewness	-0.084709543
Sum	-1.0812621 × 10⁹
Variance	3.3755339 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3887.951838	4	< 0.1%
1855.910046	4	< 0.1%
2699.219012	4	< 0.1%
2840.035002	3	< 0.1%
2823.517063	3	< 0.1%
-27741.28649	3	< 0.1%
2078.01933	3	< 0.1%
2729.840902	3	< 0.1%
1888.029502	3	< 0.1%
2466.805573	3	< 0.1%
Other values (48114)	49471	99.9%

Value	Count	Frequency (%)
-54540.06696	1	< 0.1%
-54524.4878	1	< 0.1%
-54506.47229	1	< 0.1%
-54495.83286	1	< 0.1%
-54480.2984	1	< 0.1%
-54457.54432	1	< 0.1%
-54355.53096	1	< 0.1%
-54344.84683	1	< 0.1%
-54343.59513	1	< 0.1%
-54289.95094	1	< 0.1%

Value	Count	Frequency (%)
23472.70679	1	< 0.1%
22465.49248	1	< 0.1%
20502.47288	1	< 0.1%
19485.51321	1	< 0.1%
17828.10901	1	< 0.1%
17819.23536	1	< 0.1%
16331.77147	1	< 0.1%
15837.70851	1	< 0.1%
13955.91515	1	< 0.1%
13532.84133	1	< 0.1%

EXG Channel 6
Real number (ℝ)

High correlation

Distinct	46807
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-47677.842

Minimum	-64727.232
Maximum	-20105.126
Zeros	0
Zeros (%)	0.0%
Negative	49504
Negative (%)	100.0%
Memory size	773.5 KiB

Quantile statistics

Minimum	-64727.232
5-th percentile	-63883.536
Q1	-57274.658
median	-46695.834
Q3	-41819.834
95-th percentile	-32364.743
Maximum	-20105.126
Range	44622.106
Interquartile range (IQR)	15454.823

Descriptive statistics

Standard deviation	9160.3212
Coefficient of variation (CV)	-0.19212953
Kurtosis	-0.87999893
Mean	-47677.842
Median Absolute Deviation (MAD)	5879.157
Skewness	-0.096989416
Sum	-2.3602439 × 10⁹
Variance	83911485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-32891.44133	4	< 0.1%
-43916.39458	4	< 0.1%
-37075.24086	4	< 0.1%
-47884.25391	3	< 0.1%
-37318.80782	3	< 0.1%
-37033.68897	3	< 0.1%
-43732.775	3	< 0.1%
-37300.79231	3	< 0.1%
-47881.6164	3	< 0.1%
-43866.99723	3	< 0.1%
Other values (46797)	49471	99.9%

Value	Count	Frequency (%)
-64727.23213	1	< 0.1%
-64710.35656	1	< 0.1%
-64709.14956	1	< 0.1%
-64696.40907	1	< 0.1%
-64688.22833	1	< 0.1%
-64688.00481	1	< 0.1%
-64683.89209	1	< 0.1%
-64680.8299	1	< 0.1%
-64678.86295	1	< 0.1%
-64678.30416	1	< 0.1%

Value	Count	Frequency (%)
-20105.12592	1	< 0.1%
-20660.11973	1	< 0.1%
-23469.39873	1	< 0.1%
-24367.49183	1	< 0.1%
-26392.49282	1	< 0.1%
-26632.66231	1	< 0.1%
-27049.27648	1	< 0.1%
-27190.31598	1	< 0.1%
-27499.3512	1	< 0.1%
-27579.83984	1	< 0.1%

EXG Channel 7
Real number (ℝ)

High correlation

Distinct	45203
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-33382.13

Minimum	-62625.654
Maximum	1698.6208
Zeros	0
Zeros (%)	0.0%
Negative	49461
Negative (%)	99.9%
Memory size	773.5 KiB

Quantile statistics

Minimum	-62625.654
5-th percentile	-61886.302
Q1	-37938.879
median	-33665.326
Q3	-27331.898
95-th percentile	-7626.508
Maximum	1698.6208
Range	64324.275
Interquartile range (IQR)	10606.981

Descriptive statistics

Standard deviation	15600.624
Coefficient of variation (CV)	-0.46733459
Kurtosis	-0.40132033
Mean	-33382.13
Median Absolute Deviation (MAD)	5416.9564
Skewness	-0.22403827
Sum	-1.652549 × 10⁹
Variance	2.4337947 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-28272.36393	5	< 0.1%
-7626.526967	5	< 0.1%
-7638.35104	5	< 0.1%
-7621.453121	5	< 0.1%
-7637.300508	4	< 0.1%
-7656.67947	4	< 0.1%
-7639.356868	4	< 0.1%
-33485.46129	4	< 0.1%
-28214.47292	4	< 0.1%
-7617.385103	4	< 0.1%
Other values (45193)	49460	99.9%

Value	Count	Frequency (%)
-62625.65406	1	< 0.1%
-62625.27408	1	< 0.1%
-62610.11959	1	< 0.1%
-62605.38102	1	< 0.1%
-62577.59781	1	< 0.1%
-62566.39958	1	< 0.1%
-62566.17606	1	< 0.1%
-62562.26451	1	< 0.1%
-62551.44627	1	< 0.1%
-62547.64647	1	< 0.1%

Value	Count	Frequency (%)
1698.62082	1	< 0.1%
1675.933799	1	< 0.1%
1581.587086	1	< 0.1%
1547.701841	1	< 0.1%
1456.685538	1	< 0.1%
1443.229788	1	< 0.1%
1425.661317	1	< 0.1%
1405.790616	1	< 0.1%
1387.90922	1	< 0.1%
1311.578013	1	< 0.1%

EXG Channel 8
Real number (ℝ)

High correlation

Distinct	46383
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-13145.599

Minimum	-38699.43
Maximum	38561.721
Zeros	3
Zeros (%)	< 0.1%
Negative	33349
Negative (%)	67.4%
Memory size	773.5 KiB

Quantile statistics

Minimum	-38699.43
5-th percentile	-37991.833
Q1	-26353.757
median	-6508.0457
Q3	1241.1141
95-th percentile	4038.6384
Maximum	38561.721
Range	77261.152
Interquartile range (IQR)	27594.871

Descriptive statistics

Standard deviation	15475.892
Coefficient of variation (CV)	-1.1772679
Kurtosis	-1.0834385
Mean	-13145.599
Median Absolute Deviation (MAD)	8969.3304
Skewness	-0.31793301
Sum	-6.5075974 × 10⁸
Variance	2.3950324 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-14849.33673	6	< 0.1%
-36485.15481	4	< 0.1%
2004.280925	4	< 0.1%
-26460.71034	4	< 0.1%
-26417.8397	4	< 0.1%
-14775.71008	4	< 0.1%
-37692.93132	4	< 0.1%
-4342.854541	4	< 0.1%
-4335.076134	4	< 0.1%
-37652.92169	4	< 0.1%
Other values (46373)	49462	99.9%

Value	Count	Frequency (%)
-38699.43037	1	< 0.1%
-38630.09526	1	< 0.1%
-38628.79886	1	< 0.1%
-38626.80955	1	< 0.1%
-38620.30519	1	< 0.1%
-38617.1089	1	< 0.1%
-38593.93014	1	< 0.1%
-38558.70379	1	< 0.1%
-38548.06436	1	< 0.1%
-38540.8671	1	< 0.1%

Value	Count	Frequency (%)
38561.72127	1	< 0.1%
38437.91496	1	< 0.1%
38368.57985	1	< 0.1%
38361.49435	1	< 0.1%
38356.57696	1	< 0.1%
38227.87562	1	< 0.1%
38224.23228	1	< 0.1%
38203.35575	1	< 0.1%
38178.16534	1	< 0.1%
38132.61248	1	< 0.1%

EXG Channel 9
Real number (ℝ)

High correlation

Distinct	45435
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-34614.967

Minimum	-51352.015
Maximum	0
Zeros	3
Zeros (%)	< 0.1%
Negative	49501
Negative (%)	> 99.9%
Memory size	773.5 KiB

Quantile statistics

Minimum	-51352.015
5-th percentile	-50671.933
Q1	-42171.662
median	-33624.243
Q3	-26163.924
95-th percentile	-20445.748
Maximum	0
Range	51352.015
Interquartile range (IQR)	16007.738

Descriptive statistics

Standard deviation	10672.014
Coefficient of variation (CV)	-0.30830635
Kurtosis	-0.1465577
Mean	-34614.967
Median Absolute Deviation (MAD)	8310.9597
Skewness	0.29959546
Sum	-1.7135793 × 10⁹
Variance	1.1389189 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-20641.43367	5	< 0.1%
-20649.4803	5	< 0.1%
-26202.52534	4	< 0.1%
-20686.6289	4	< 0.1%
-20579.07231	4	< 0.1%
-49260.51787	4	< 0.1%
-36014.44942	4	< 0.1%
-26163.92388	4	< 0.1%
-42156.37352	4	< 0.1%
-35912.79369	4	< 0.1%
Other values (45425)	49462	99.9%

Value	Count	Frequency (%)
-51352.0153	1	< 0.1%
-51348.55078	1	< 0.1%
-51346.62853	1	< 0.1%
-51345.37683	1	< 0.1%
-51302.70735	1	< 0.1%
-51301.23214	1	< 0.1%
-51295.95712	1	< 0.1%
-51295.6889	1	< 0.1%
-51294.70543	1	< 0.1%
-51285.94354	1	< 0.1%

Value	Count	Frequency (%)
0	3	< 0.1%
-318.7582277	1	< 0.1%
-320.3675533	1	< 0.1%
-323.4967975	1	< 0.1%
-326.4472278	1	< 0.1%
-353.8728182	1	< 0.1%
-354.1857426	1	< 0.1%
-357.1808764	1	< 0.1%
-363.2158474	1	< 0.1%
-367.8426585	1	< 0.1%

EXG Channel 10
Real number (ℝ)

High correlation

Distinct	45753
Distinct (%)	92.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-37357.648

Minimum	-58149.896
Maximum	16183.579
Zeros	3
Zeros (%)	< 0.1%
Negative	46736
Negative (%)	94.4%
Memory size	773.5 KiB

Quantile statistics

Minimum	-58149.896
5-th percentile	-57417.918
Q1	-45479.815
median	-37642.763
Q3	-33587.894
95-th percentile	13137.029
Maximum	16183.579
Range	74333.475
Interquartile range (IQR)	11891.922

Descriptive statistics

Standard deviation	15136.165
Coefficient of variation (CV)	-0.40516911
Kurtosis	5.0599082
Mean	-37357.648
Median Absolute Deviation (MAD)	6474.898
Skewness	1.9215076
Sum	-1.849353 × 10⁹
Variance	2.2910349 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-31098.04912	5	< 0.1%
-31097.60208	5	< 0.1%
-31177.57662	4	< 0.1%
-31114.94703	4	< 0.1%
-36697.13875	4	< 0.1%
-45491.20909	4	< 0.1%
-31177.84484	4	< 0.1%
-35881.47889	4	< 0.1%
-31144.45134	4	< 0.1%
-31167.51834	4	< 0.1%
Other values (45743)	49462	99.9%

Value	Count	Frequency (%)
-58149.89604	1	< 0.1%
-58130.80765	1	< 0.1%
-58101.48217	1	< 0.1%
-58100.43163	1	< 0.1%
-58095.60366	1	< 0.1%
-58086.77472	1	< 0.1%
-58082.0585	1	< 0.1%
-58079.91273	1	< 0.1%
-58079.19748	1	< 0.1%
-58076.87289	1	< 0.1%

Value	Count	Frequency (%)
16183.57941	1	< 0.1%
16157.94196	1	< 0.1%
16143.52508	1	< 0.1%
16135.94784	1	< 0.1%
16128.99645	1	< 0.1%
16124.48139	1	< 0.1%
16115.76421	1	< 0.1%
16111.42798	1	< 0.1%
16110.31039	1	< 0.1%
16104.92362	1	< 0.1%

EXG Channel 11
Real number (ℝ)

High correlation

Distinct	45830
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-14103.011

Minimum	-43083.233
Maximum	17405.147
Zeros	3
Zeros (%)	< 0.1%
Negative	39012
Negative (%)	78.8%
Memory size	773.5 KiB

Quantile statistics

Minimum	-43083.233
5-th percentile	-42393.16
Q1	-34644.718
median	-13320.232
Q3	-386.97575
95-th percentile	11958.964
Maximum	17405.147
Range	60488.38
Interquartile range (IQR)	34257.742

Descriptive statistics

Standard deviation	18550.903
Coefficient of variation (CV)	-1.315386
Kurtosis	-1.2459874
Mean	-14103.011
Median Absolute Deviation (MAD)	14456.404
Skewness	-0.16695077
Sum	-6.9815544 × 10⁸
Variance	3.4413601 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-13463.08153	6	< 0.1%
-13315.22474	5	< 0.1%
-13284.46874	5	< 0.1%
-13366.29848	4	< 0.1%
-13304.47356	4	< 0.1%
-13301.47842	4	< 0.1%
-13439.36633	4	< 0.1%
-13196.35817	4	< 0.1%
-13314.26362	4	< 0.1%
-27774.25531	4	< 0.1%
Other values (45820)	49460	99.9%

Value	Count	Frequency (%)
-43083.23331	1	< 0.1%
-43081.44517	1	< 0.1%
-43081.40046	1	< 0.1%
-43080.17112	1	< 0.1%
-43075.18668	1	< 0.1%
-43074.09144	1	< 0.1%
-43060.70275	1	< 0.1%
-43056.9253	1	< 0.1%
-43036.24994	1	< 0.1%
-43026.45988	1	< 0.1%

Value	Count	Frequency (%)
17405.14695	1	< 0.1%
17404.96813	1	< 0.1%
17403.82819	1	< 0.1%
17359.1247	1	< 0.1%
17345.6466	1	< 0.1%
17343.97022	1	< 0.1%
17299.31144	1	< 0.1%
17286.79446	1	< 0.1%
17279.08311	1	< 0.1%
17250.8305	1	< 0.1%

EXG Channel 12
Real number (ℝ)

High correlation

Distinct	46071
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-9632.2855

Minimum	-40937.533
Maximum	98130.573
Zeros	274
Zeros (%)	0.6%
Negative	35619
Negative (%)	72.0%
Memory size	773.5 KiB

Quantile statistics

Minimum	-40937.533
5-th percentile	-40021.44
Q1	-32392.958
median	-9273.0682
Q3	8594.6593
95-th percentile	19643.686
Maximum	98130.573
Range	139068.11
Interquartile range (IQR)	40987.618

Descriptive statistics

Standard deviation	20442.506
Coefficient of variation (CV)	-2.1222903
Kurtosis	-0.5778441
Mean	-9632.2855
Median Absolute Deviation (MAD)	17894.795
Skewness	0.043030201
Sum	-4.7683666 × 10⁸
Variance	4.1789606 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	274	0.6%
-5105.071378	5	< 0.1%
-5131.066457	5	< 0.1%
-5066.313453	5	< 0.1%
-5119.734123	5	< 0.1%
-5163.364728	5	< 0.1%
-990.5399073	4	< 0.1%
-5058.490343	4	< 0.1%
-5130.954698	4	< 0.1%
-5225.770798	4	< 0.1%
Other values (46061)	49189	99.4%

Value	Count	Frequency (%)
-40937.53289	1	< 0.1%
-40926.1335	1	< 0.1%
-40917.1034	1	< 0.1%
-40915.98581	1	< 0.1%
-40915.2035	1	< 0.1%
-40911.87309	1	< 0.1%
-40910.15201	1	< 0.1%
-40899.08789	1	< 0.1%
-40894.17051	1	< 0.1%
-40891.98004	1	< 0.1%

Value	Count	Frequency (%)
98130.57311	1	< 0.1%
97896.81857	1	< 0.1%
97173.49376	1	< 0.1%
96535.2844	1	< 0.1%
96438.79192	1	< 0.1%
96192.67687	1	< 0.1%
95853.69031	1	< 0.1%
94870.74999	1	< 0.1%
94468.97739	1	< 0.1%
93936.60354	1	< 0.1%

EXG Channel 13
Real number (ℝ)

High correlation

Distinct	46816
Distinct (%)	94.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-17373.942

Minimum	-51562.166
Maximum	43939.819
Zeros	3
Zeros (%)	< 0.1%
Negative	40619
Negative (%)	82.1%
Memory size	773.5 KiB

Quantile statistics

Minimum	-51562.166
5-th percentile	-50890.758
Q1	-32520.134
median	-13227.103
Q3	-8452.7648
95-th percentile	30986.324
Maximum	43939.819
Range	95501.986
Interquartile range (IQR)	24067.369

Descriptive statistics

Standard deviation	21519.671
Coefficient of variation (CV)	-1.2386177
Kurtosis	0.008651747
Mean	-17373.942
Median Absolute Deviation (MAD)	17341.009
Skewness	0.32094051
Sum	-8.6007961 × 10⁸
Variance	4.6309623 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-30653.76349	4	< 0.1%
-19826.35496	4	< 0.1%
-30731.92754	4	< 0.1%
-9721.399512	4	< 0.1%
-9721.935954	3	< 0.1%
-12837.65737	3	< 0.1%
-19833.41811	3	< 0.1%
-19615.53331	3	< 0.1%
-9832.688848	3	< 0.1%
-19899.55692	3	< 0.1%
Other values (46806)	49470	99.9%

Value	Count	Frequency (%)
-51562.1664	1	< 0.1%
-51548.15186	1	< 0.1%
-51531.70097	1	< 0.1%
-51516.32297	1	< 0.1%
-51511.60675	1	< 0.1%
-51510.71268	1	< 0.1%
-51506.71172	1	< 0.1%
-51503.00133	1	< 0.1%
-51502.21902	1	< 0.1%
-51494.79824	1	< 0.1%

Value	Count	Frequency (%)
43939.81921	1	< 0.1%
43581.47604	1	< 0.1%
43499.17692	1	< 0.1%
42612.08089	1	< 0.1%
42487.96165	1	< 0.1%
42346.16218	1	< 0.1%
42094.83917	1	< 0.1%
41982.96869	1	< 0.1%
41958.7841	1	< 0.1%
41593.13191	1	< 0.1%

EXG Channel 14
Real number (ℝ)

High correlation

Distinct	47048
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-29495.799

Minimum	-47357.87
Maximum	37.550931
Zeros	3
Zeros (%)	< 0.1%
Negative	49500
Negative (%)	> 99.9%
Memory size	773.5 KiB

Quantile statistics

Minimum	-47357.87
5-th percentile	-46707.231
Q1	-41536.291
median	-31960.815
Q3	-16624.138
95-th percentile	-11007.3
Maximum	37.550931
Range	47395.421
Interquartile range (IQR)	24912.154

Descriptive statistics

Standard deviation	13085.214
Coefficient of variation (CV)	-0.44362974
Kurtosis	-1.412724
Mean	-29495.799
Median Absolute Deviation (MAD)	11159.086
Skewness	0.19532161
Sum	-1.46016 × 10⁹
Variance	1.7122282 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-11406.49753	4	< 0.1%
-38501.66214	4	< 0.1%
-11420.64618	4	< 0.1%
-46064.97837	4	< 0.1%
-11265.43567	4	< 0.1%
-11574.29207	3	< 0.1%
-46787.67732	3	< 0.1%
-46155.7041	3	< 0.1%
-45946.87175	3	< 0.1%
-46753.21093	3	< 0.1%
Other values (47038)	49469	99.9%

Value	Count	Frequency (%)
-47357.87032	1	< 0.1%
-47346.69445	1	< 0.1%
-47319.04534	1	< 0.1%
-47287.37292	1	< 0.1%
-47283.59548	1	< 0.1%
-47267.01048	1	< 0.1%
-47259.23208	1	< 0.1%
-47254.60526	1	< 0.1%
-47246.29042	1	< 0.1%
-47244.34581	1	< 0.1%

Value	Count	Frequency (%)
37.55093068	1	< 0.1%
0	3	< 0.1%
-13.7239711	1	< 0.1%
-32.2312155	1	< 0.1%
-81.04742539	1	< 0.1%
-84.93662893	1	< 0.1%
-89.2952191	1	< 0.1%
-119.827702	1	< 0.1%
-122.979298	1	< 0.1%
-137.5749871	1	< 0.1%

EXG Channel 15
Real number (ℝ)

High correlation

Distinct	48278
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55374.376

Minimum	-77078.359
Maximum	0
Zeros	3
Zeros (%)	< 0.1%
Negative	49501
Negative (%)	> 99.9%
Memory size	773.5 KiB

Quantile statistics

Minimum	-77078.359
5-th percentile	-74928.425
Q1	-68155.107
median	-56156.333
Q3	-44206.492
95-th percentile	-38752.031
Maximum	0
Range	77078.359
Interquartile range (IQR)	23948.615

Descriptive statistics

Standard deviation	11925.424
Coefficient of variation (CV)	-0.21535998
Kurtosis	-1.202677
Mean	-55374.376
Median Absolute Deviation (MAD)	11974.366
Skewness	-0.14497027
Sum	-2.7412531 × 10⁹
Variance	1.4221574 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-43569.85314	3	< 0.1%
-43481.42963	3	< 0.1%
-41614.96957	3	< 0.1%
-41611.01331	3	< 0.1%
-50296.8565	3	< 0.1%
-56286.72168	3	< 0.1%
-50035.4305	3	< 0.1%
-69900.74455	3	< 0.1%
-41413.89327	3	< 0.1%
0	3	< 0.1%
Other values (48268)	49474	99.9%

Value	Count	Frequency (%)
-77078.35908	1	< 0.1%
-77076.52623	1	< 0.1%
-77071.16182	1	< 0.1%
-77056.96846	1	< 0.1%
-77041.41164	1	< 0.1%
-77034.95199	1	< 0.1%
-77034.66142	1	< 0.1%
-77031.26395	1	< 0.1%
-77027.21829	1	< 0.1%
-77026.19011	1	< 0.1%

Value	Count	Frequency (%)
0	3	< 0.1%
-18922.9645	1	< 0.1%
-20117.66525	1	< 0.1%
-20284.27515	1	< 0.1%
-22196.82451	1	< 0.1%
-22293.74168	1	< 0.1%
-24315.904	1	< 0.1%
-24615.1268	1	< 0.1%
-24813.0068	1	< 0.1%
-24913.96963	1	< 0.1%

	EXG Channel 0	EXG Channel 1	EXG Channel 10	EXG Channel 11	EXG Channel 12	EXG Channel 13	EXG Channel 14	EXG Channel 15	EXG Channel 2	EXG Channel 3	EXG Channel 4	EXG Channel 5	EXG Channel 6	EXG Channel 7	EXG Channel 8	EXG Channel 9
EXG Channel 0	1.000	0.687	0.860	0.876	0.688	0.864	0.827	0.777	0.466	0.905	0.752	0.809	0.802	0.722	0.779	0.761
EXG Channel 1	0.687	1.000	0.611	0.814	0.775	0.906	0.555	0.711	-0.034	0.865	0.437	0.839	0.543	0.686	0.866	0.616
EXG Channel 10	0.860	0.611	1.000	0.866	0.596	0.807	0.943	0.596	0.533	0.776	0.881	0.726	0.726	0.885	0.685	0.799
EXG Channel 11	0.876	0.814	0.866	1.000	0.784	0.955	0.781	0.642	0.208	0.867	0.663	0.854	0.664	0.865	0.857	0.782
EXG Channel 12	0.688	0.775	0.596	0.784	1.000	0.789	0.552	0.469	0.118	0.694	0.425	0.609	0.428	0.745	0.927	0.821
EXG Channel 13	0.864	0.906	0.807	0.955	0.789	1.000	0.745	0.750	0.129	0.924	0.606	0.899	0.643	0.803	0.859	0.710
EXG Channel 14	0.827	0.555	0.943	0.781	0.552	0.745	1.000	0.580	0.593	0.751	0.868	0.685	0.741	0.864	0.604	0.812
EXG Channel 15	0.777	0.711	0.596	0.642	0.469	0.750	0.580	1.000	0.208	0.892	0.532	0.879	0.784	0.433	0.644	0.437
EXG Channel 2	0.466	-0.034	0.533	0.208	0.118	0.129	0.593	0.208	1.000	0.256	0.766	0.063	0.616	0.387	0.152	0.564
EXG Channel 3	0.905	0.865	0.776	0.867	0.694	0.924	0.751	0.892	0.256	1.000	0.671	0.937	0.819	0.701	0.819	0.703
EXG Channel 4	0.752	0.437	0.881	0.663	0.425	0.606	0.868	0.532	0.766	0.671	1.000	0.581	0.831	0.755	0.504	0.774
EXG Channel 5	0.809	0.839	0.726	0.854	0.609	0.899	0.685	0.879	0.063	0.937	0.581	1.000	0.749	0.662	0.758	0.572
EXG Channel 6	0.802	0.543	0.726	0.664	0.428	0.643	0.741	0.784	0.616	0.819	0.831	0.749	1.000	0.603	0.584	0.688
EXG Channel 7	0.722	0.686	0.885	0.865	0.745	0.803	0.864	0.433	0.387	0.701	0.755	0.662	0.603	1.000	0.758	0.867
EXG Channel 8	0.779	0.866	0.685	0.857	0.927	0.859	0.604	0.644	0.152	0.819	0.504	0.758	0.584	0.758	1.000	0.781
EXG Channel 9	0.761	0.616	0.799	0.782	0.821	0.710	0.812	0.437	0.564	0.703	0.774	0.572	0.688	0.867	0.781	1.000

	EXG Channel 0	EXG Channel 1	EXG Channel 2	EXG Channel 3	EXG Channel 4	EXG Channel 5	EXG Channel 6	EXG Channel 7	EXG Channel 8	EXG Channel 9	EXG Channel 10	EXG Channel 11	EXG Channel 12	EXG Channel 13	EXG Channel 14	EXG Channel 15
0	19162.754019	10400.132585	-26819.835820	-10368.437811	-17614.694549	175.684711	-23469.398733	-13855.980498	-20491.900503	-22635.343389	-23100.036156	-20573.484370	-20498.427212	-19704.962636	-21562.325545	-22293.741678
1	38187.821291	20561.995573	-53613.967134	-20684.863113	-36268.231126	361.517115	-46906.543899	-27692.805552	4671.916923	-32254.126043	-35780.650172	5228.117732	24761.553080	39066.423662	-25338.585715	-39234.486429
2	37916.314652	20446.347647	-53464.702185	-20528.311494	-36279.362295	-755.690128	-46767.136069	-27537.952666	4684.500955	-32010.313214	-35623.338595	5302.727855	23613.835706	36623.266235	-25278.750095	-40679.057321
3	38343.098860	20722.995189	-53693.628751	-20771.207901	-35548.817879	628.978089	-47001.941145	-27767.415675	4760.072203	-32191.876434	-35714.824285	5336.188416	24694.162571	37735.109059	-25266.858967	-40258.017511
4	37910.905529	20389.820086	-53463.472839	-20529.742006	-36741.171687	-392.630743	-46768.946560	-27551.766044	4555.129058	-32183.382771	-35781.276021	5172.595998	24020.480993	38461.898382	-25387.223111	-39462.518926
5	38139.519172	20692.641520	-53543.760305	-20638.639705	-35501.387477	-82.030902	-46853.324396	-27619.804754	4797.734892	-32002.735973	-35569.761463	5412.363161	24000.990272	36223.974672	-25169.450065	-41163.933714
6	38207.133199	20585.733126	-53598.924410	-20669.038077	-36244.694739	467.799660	-46897.357332	-27678.276918	4645.743030	-32251.153261	-35789.702629	5228.564766	24729.679493	39127.332166	-25336.931686	-39220.740106
7	38006.570996	20481.171665	-53433.566205	-20499.388337	-36256.161184	-682.041130	-46734.524874	-27500.580549	4673.012158	-31988.699077	-35608.899368	5316.876509	23590.858113	36661.532421	-25247.658819	-40642.243998
8	38517.822447	20790.430402	-53639.470475	-20718.100157	-35503.846169	674.285075	-46951.694423	-27715.671386	4773.349139	-32142.166155	-35668.265601	5375.706300	24685.512446	37695.345306	-25213.125373	-40251.915485
9	38183.641515	20422.207763	-53427.173606	-20482.557473	-36710.348631	-338.226597	-46737.944691	-27509.834172	4592.590581	-32132.107870	-35719.451096	5217.634763	24049.225336	38446.609789	-25339.658599	-39431.628815

	EXG Channel 0	EXG Channel 1	EXG Channel 2	EXG Channel 3	EXG Channel 4	EXG Channel 5	EXG Channel 6	EXG Channel 7	EXG Channel 8	EXG Channel 9	EXG Channel 10	EXG Channel 11	EXG Channel 12	EXG Channel 13	EXG Channel 14	EXG Channel 15
164068	16979.413268	6822.422960	-50065.180667	-34769.166680	-21680.879197	-18453.868443	-48004.260421	-12283.602331	-5661.518057	-29722.276893	14260.524721	11373.595759	-4862.666710	-7121.154025	-12525.358799	-61507.843317
164069	16820.134738	6932.080618	-49851.006252	-34520.212951	-22965.366896	-18950.680667	-47777.546677	-12323.500195	-6034.434561	-29968.056675	14228.941706	11100.077462	-5237.460761	-7399.187374	-12877.890513	-59686.645530
164070	16850.577813	6981.701491	-49818.260946	-34503.315032	-22196.086907	-19401.247132	-47754.613787	-12103.424919	-5762.525590	-29497.954786	12864.255949	11557.640023	-4977.465269	-6952.018374	-12691.387557	-61893.857943
164071	16952.121789	6765.247198	-50106.911374	-34797.128713	-22172.148189	-18214.950647	-48057.368166	-12461.544569	-5852.178437	-30032.206182	15054.525739	11056.111581	-5046.979195	-7424.824825	-12677.417717	-60075.856456
164072	16760.455580	7055.350489	-49680.328331	-34345.243495	-23005.734146	-19719.088938	-47621.173873	-12135.097341	-5989.865183	-29661.524852	12892.307388	11366.085573	-5210.124577	-7151.440638	-12923.242202	-60684.360347
164073	16975.054678	6795.243239	-50100.786996	-34788.635050	-21690.848075	-18510.284246	-48051.668471	-12314.715959	-5676.136097	-29730.904666	14215.642418	11334.033171	-4888.862954	-7155.821580	-12549.141055	-61401.516068
164074	16826.527336	6909.974743	-49887.372540	-34546.655064	-22970.217224	-18957.944984	-47826.139370	-12355.530245	-6053.992337	-29993.783533	14222.906735	11045.896834	-5269.356700	-7452.205712	-12904.958475	-59525.847080
164075	16872.236654	6989.949285	-49812.471844	-34494.351982	-22212.001349	-19458.445246	-47757.094831	-12090.930294	-5763.732584	-29505.017937	12808.197773	11522.100749	-4986.584781	-6979.756889	-12700.819993	-61751.253814
164076	16974.294719	6763.213189	-50111.538185	-34801.777876	-22138.732331	-18232.630877	-48066.465326	-12429.335705	-5829.357306	-30028.249923	15049.094266	11037.760799	-5029.701296	-7428.468159	-12641.721981	-59991.299807
164077	16796.017205	7080.518553	-49656.456668	-34324.568132	-23008.818687	-19740.010171	-47599.135053	-12071.953663	-5974.084851	-29658.060331	12910.769929	11351.825160	-5197.853470	-7146.679717	-12885.087774	-60558.050639

Overview

Interactions

Correlations

Sample

Overview

Variables

Interactions

Correlations

Sample