NONE Data Profiling Report

Brought to you by YData

Dataset statistics

Number of variables	16
Number of observations	73413
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.5 MiB
Average record size in memory	136.0 B

Variable types

Numeric	16

Alerts

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

Reproduction

Analysis started	2025-04-24 11:04:31.596380
Analysis finished	2025-04-24 11:04:50.386351
Duration	18.79 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

EXG Channel 0
Real number (ℝ)

High correlation

Distinct	68014
Distinct (%)	92.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11059.221

Minimum	-7980.0869
Maximum	36271.316
Zeros	0
Zeros (%)	0.0%
Negative	13467
Negative (%)	18.3%
Memory size	1.1 MiB

Quantile statistics

Minimum	-7980.0869
5-th percentile	-7248.2997
Q1	5705.998
median	11006.982
Q3	18742.027
95-th percentile	28048.596
Maximum	36271.316
Range	44251.403
Interquartile range (IQR)	13036.029

Descriptive statistics

Standard deviation	11116.357
Coefficient of variation (CV)	1.0051664
Kurtosis	-0.59399036
Mean	11059.221
Median Absolute Deviation (MAD)	6437.6377
Skewness	-0.010825435
Sum	8.1189059 × 10⁸
Variance	1.2357339 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11947.61091	6	< 0.1%
8630.030886	5	< 0.1%
8614.45172	5	< 0.1%
8661.926825	5	< 0.1%
8634.076552	4	< 0.1%
11787.3042	4	< 0.1%
8611.076607	4	< 0.1%
8607.187403	4	< 0.1%
8614.630534	4	< 0.1%
9168.707927	4	< 0.1%
Other values (68004)	73368	99.9%

Value	Count	Frequency (%)
-7980.086861	1	< 0.1%
-7979.036329	1	< 0.1%
-7966.36289	1	< 0.1%
-7948.660308	1	< 0.1%
-7948.190921	1	< 0.1%
-7934.221081	1	< 0.1%
-7931.740037	1	< 0.1%
-7928.767255	1	< 0.1%
-7921.659401	1	< 0.1%
-7916.697313	1	< 0.1%

Value	Count	Frequency (%)
36271.31567	1	< 0.1%
36198.069	1	< 0.1%
36189.37417	1	< 0.1%
36134.25477	1	< 0.1%
36120.41904	1	< 0.1%
36116.66395	1	< 0.1%
36115.94869	1	< 0.1%
36092.21114	1	< 0.1%
36079.24713	1	< 0.1%
36060.60577	1	< 0.1%

EXG Channel 1
Real number (ℝ)

High correlation

Distinct	66912
Distinct (%)	91.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2961.9585

Minimum	-17391.378
Maximum	33678.267
Zeros	0
Zeros (%)	0.0%
Negative	35315
Negative (%)	48.1%
Memory size	1.1 MiB

Quantile statistics

Minimum	-17391.378
5-th percentile	-16280.47
Q1	-5810.1795
median	270.90314
Q3	11088.075
95-th percentile	19590.683
Maximum	33678.267
Range	51069.646
Interquartile range (IQR)	16898.254

Descriptive statistics

Standard deviation	11252.818
Coefficient of variation (CV)	3.799114
Kurtosis	-0.36310111
Mean	2961.9585
Median Absolute Deviation (MAD)	8772.7244
Skewness	0.36665082
Sum	2.1744626 × 10⁸
Variance	1.2662591 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9447.098905	5	< 0.1%
9499.267876	5	< 0.1%
-5258.985491	4	< 0.1%
-5691.178821	4	< 0.1%
9481.498239	4	< 0.1%
9402.082491	4	< 0.1%
-5206.05656	4	< 0.1%
9504.006446	4	< 0.1%
9479.665396	4	< 0.1%
9520.837309	4	< 0.1%
Other values (66902)	73371	99.9%

Value	Count	Frequency (%)
-17391.37827	1	< 0.1%
-17385.05273	1	< 0.1%
-17381.81172	1	< 0.1%
-17381.29763	1	< 0.1%
-17381.07412	1	< 0.1%
-17368.26657	1	< 0.1%
-17363.39389	1	< 0.1%
-17361.33753	1	< 0.1%
-17359.10235	1	< 0.1%
-17358.07417	1	< 0.1%

Value	Count	Frequency (%)
33678.26744	1	< 0.1%
33625.31616	1	< 0.1%
33610.49695	1	< 0.1%
33544.35814	1	< 0.1%
33425.06688	1	< 0.1%
33281.21105	1	< 0.1%
33095.93744	1	< 0.1%
32946.27016	1	< 0.1%
32819.96045	1	< 0.1%
32813.92548	1	< 0.1%

EXG Channel 2
Real number (ℝ)

High correlation

Distinct	68876
Distinct (%)	93.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-53106.427

Minimum	-69219.665
Maximum	-20844.723
Zeros	0
Zeros (%)	0.0%
Negative	73413
Negative (%)	100.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-69219.665
5-th percentile	-67567.205
Q1	-59057.243
median	-53735.047
Q3	-46636.691
95-th percentile	-37673.74
Maximum	-20844.723
Range	48374.942
Interquartile range (IQR)	12420.551

Descriptive statistics

Standard deviation	9189.6721
Coefficient of variation (CV)	-0.17304256
Kurtosis	-0.6382248
Mean	-53106.427
Median Absolute Deviation (MAD)	5794.4215
Skewness	0.13040537
Sum	-3.8987021 × 10⁹
Variance	84450073
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-48730.02156	5	< 0.1%
-33702.07205	4	< 0.1%
-51442.42811	4	< 0.1%
-46047.07462	4	< 0.1%
-48710.66495	4	< 0.1%
-33671.65132	4	< 0.1%
-48894.79862	4	< 0.1%
-59231.60872	4	< 0.1%
-33723.10504	4	< 0.1%
-46428.68595	4	< 0.1%
Other values (68866)	73372	99.9%

Value	Count	Frequency (%)
-69219.66454	1	< 0.1%
-69219.08339	1	< 0.1%
-69217.11644	1	< 0.1%
-69210.12035	1	< 0.1%
-69205.24767	1	< 0.1%
-69204.01832	1	< 0.1%
-69201.38081	1	< 0.1%
-69198.89977	1	< 0.1%
-69198.29627	1	< 0.1%
-69194.27296	1	< 0.1%

Value	Count	Frequency (%)
-20844.72279	1	< 0.1%
-23004.70597	1	< 0.1%
-31981.14419	1	< 0.1%
-33466.35055	1	< 0.1%
-33472.58669	1	< 0.1%
-33473.70428	1	< 0.1%
-33474.15131	1	< 0.1%
-33474.64305	1	< 0.1%
-33479.24751	1	< 0.1%
-33481.7062	1	< 0.1%

EXG Channel 3
Real number (ℝ)

High correlation

Distinct	70030
Distinct (%)	95.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-41031.823

Minimum	-62181.234
Maximum	643.52907
Zeros	0
Zeros (%)	0.0%
Negative	73139
Negative (%)	99.6%
Memory size	1.1 MiB

Quantile statistics

Minimum	-62181.234
5-th percentile	-60949.895
Q1	-55424.995
median	-39874.953
Q3	-31139.221
95-th percentile	-17798.448
Maximum	643.52907
Range	62824.763
Interquartile range (IQR)	24285.774

Descriptive statistics

Standard deviation	14742.872
Coefficient of variation (CV)	-0.35930336
Kurtosis	-0.61642771
Mean	-41031.823
Median Absolute Deviation (MAD)	12363.085
Skewness	0.37890465
Sum	-3.0122692 × 10⁹
Variance	2.1735227 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-41528.96005	4	< 0.1%
-51662.70455	4	< 0.1%
-41444.47046	4	< 0.1%
-33698.58518	4	< 0.1%
-56653.35735	4	< 0.1%
-33382.86679	4	< 0.1%
-31546.22394	3	< 0.1%
-52049.6356	3	< 0.1%
-57141.00535	3	< 0.1%
-41604.77717	3	< 0.1%
Other values (70020)	73377	> 99.9%

Value	Count	Frequency (%)
-62181.23432	1	< 0.1%
-62179.78146	1	< 0.1%
-62168.65029	1	< 0.1%
-62167.30918	1	< 0.1%
-62155.55217	1	< 0.1%
-62151.21593	1	< 0.1%
-62137.55901	1	< 0.1%
-62137.31314	1	< 0.1%
-62130.45116	1	< 0.1%
-62130.13823	1	< 0.1%

Value	Count	Frequency (%)
643.5290746	1	< 0.1%
641.1821414	1	< 0.1%
640.2210164	1	< 0.1%
629.939214	1	< 0.1%
625.5135686	1	< 0.1%
617.5116441	1	< 0.1%
606.1793096	1	< 0.1%
605.709923	1	< 0.1%
599.0043997	1	< 0.1%
592.589449	1	< 0.1%

EXG Channel 4
Real number (ℝ)

High correlation

Distinct	70762
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-39586.997

Minimum	-56658.342
Maximum	18253.709
Zeros	0
Zeros (%)	0.0%
Negative	72859
Negative (%)	99.2%
Memory size	1.1 MiB

Quantile statistics

Minimum	-56658.342
5-th percentile	-55719.117
Q1	-52432.342
median	-41539.197
Q3	-35452.236
95-th percentile	-13135.432
Maximum	18253.709
Range	74912.05
Interquartile range (IQR)	16980.106

Descriptive statistics

Standard deviation	14582.648
Coefficient of variation (CV)	-0.36836965
Kurtosis	-0.0045870881
Mean	-39586.997
Median Absolute Deviation (MAD)	10224.068
Skewness	0.88056376
Sum	-2.9062002 × 10⁹
Variance	2.1265364 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-41695.94994	4	< 0.1%
-54910.56948	4	< 0.1%
-52955.70826	4	< 0.1%
-36757.89079	3	< 0.1%
-41832.83202	3	< 0.1%
-47807.05098	3	< 0.1%
-39967.44483	3	< 0.1%
-48494.1436	3	< 0.1%
-56145.36925	3	< 0.1%
-55637.02352	3	< 0.1%
Other values (70752)	73380	> 99.9%

Value	Count	Frequency (%)
-56658.34178	1	< 0.1%
-56627.83165	1	< 0.1%
-56619.65091	1	< 0.1%
-56617.61691	1	< 0.1%
-56612.18543	1	< 0.1%
-56605.21169	1	< 0.1%
-56603.13298	1	< 0.1%
-56588.17966	1	< 0.1%
-56584.93866	1	< 0.1%
-56581.31767	1	< 0.1%

Value	Count	Frequency (%)
18253.70857	1	< 0.1%
18155.04797	1	< 0.1%
18083.23182	1	< 0.1%
17921.24872	1	< 0.1%
17878.06515	1	< 0.1%
17792.61444	1	< 0.1%
17411.45014	1	< 0.1%
17372.31223	1	< 0.1%
17015.89132	1	< 0.1%
16967.96918	1	< 0.1%

EXG Channel 5
Real number (ℝ)

High correlation

Distinct	71509
Distinct (%)	97.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-24204.207

Minimum	-54466.239
Maximum	12026.11
Zeros	0
Zeros (%)	0.0%
Negative	64933
Negative (%)	88.4%
Memory size	1.1 MiB

Quantile statistics

Minimum	-54466.239
5-th percentile	-51658.462
Q1	-40282.716
median	-25762.218
Q3	-10922.605
95-th percentile	4653.3203
Maximum	12026.11
Range	66492.349
Interquartile range (IQR)	29360.112

Descriptive statistics

Standard deviation	17506.395
Coefficient of variation (CV)	-0.72327905
Kurtosis	-0.9944178
Mean	-24204.207
Median Absolute Deviation (MAD)	14653.468
Skewness	0.03327627
Sum	-1.7769034 × 10⁹
Variance	3.0647388 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-40748.39243	3	< 0.1%
-28186.7791	3	< 0.1%
-40982.97399	3	< 0.1%
-48917.46329	3	< 0.1%
-18647.34514	3	< 0.1%
-11351.28872	3	< 0.1%
-28785.89526	3	< 0.1%
-24364.87667	3	< 0.1%
-19406.85742	3	< 0.1%
-11731.69306	3	< 0.1%
Other values (71499)	73383	> 99.9%

Value	Count	Frequency (%)
-54466.23915	1	< 0.1%
-54395.49588	1	< 0.1%
-54369.16552	1	< 0.1%
-54361.70004	1	< 0.1%
-54320.52813	1	< 0.1%
-54317.91297	1	< 0.1%
-54240.06185	1	< 0.1%
-54229.86945	1	< 0.1%
-54224.12505	1	< 0.1%
-54219.14062	1	< 0.1%

Value	Count	Frequency (%)
12026.11023	1	< 0.1%
11910.88699	1	< 0.1%
11905.20965	1	< 0.1%
11839.65198	1	< 0.1%
11834.7793	1	< 0.1%
11812.29345	1	< 0.1%
11795.30612	1	< 0.1%
11789.71819	1	< 0.1%
11746.86989	1	< 0.1%
11672.03625	1	< 0.1%

EXG Channel 6
Real number (ℝ)

High correlation

Distinct	68955
Distinct (%)	93.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-50836.941

Minimum	-65150.597
Maximum	-18710.914
Zeros	0
Zeros (%)	0.0%
Negative	73413
Negative (%)	100.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-65150.597
5-th percentile	-63185.749
Q1	-59690.49
median	-51650.791
Q3	-43946.458
95-th percentile	-37102.273
Maximum	-18710.914
Range	46439.683
Interquartile range (IQR)	15744.032

Descriptive statistics

Standard deviation	8865.0513
Coefficient of variation (CV)	-0.17438208
Kurtosis	-0.26982737
Mean	-50836.941
Median Absolute Deviation (MAD)	7753.239
Skewness	0.47583905
Sum	-3.7320923 × 10⁹
Variance	78589134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-43902.82707	5	< 0.1%
-43907.52094	4	< 0.1%
-52876.33722	4	< 0.1%
-52873.78912	4	< 0.1%
-52793.83693	4	< 0.1%
-52867.10595	4	< 0.1%
-52944.30887	4	< 0.1%
-43985.37206	4	< 0.1%
-60282.76655	4	< 0.1%
-52878.50533	4	< 0.1%
Other values (68945)	73372	99.9%

Value	Count	Frequency (%)
-65150.59652	1	< 0.1%
-65149.0319	1	< 0.1%
-65145.85795	1	< 0.1%
-65139.84533	1	< 0.1%
-65132.17868	1	< 0.1%
-65111.59272	1	< 0.1%
-65099.56748	1	< 0.1%
-65095.41006	1	< 0.1%
-65077.77453	1	< 0.1%
-65071.35958	1	< 0.1%

Value	Count	Frequency (%)
-18710.9135	1	< 0.1%
-23405.11512	1	< 0.1%
-28135.32539	1	< 0.1%
-28136.93471	1	< 0.1%
-28146.68007	1	< 0.1%
-28149.49639	1	< 0.1%
-28149.80932	1	< 0.1%
-28156.09016	1	< 0.1%
-28156.44779	1	< 0.1%
-28157.25245	1	< 0.1%

EXG Channel 7
Real number (ℝ)

High correlation

Distinct	68437
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-33654.329

Minimum	-62820.45
Maximum	25510.225
Zeros	0
Zeros (%)	0.0%
Negative	73233
Negative (%)	99.8%
Memory size	1.1 MiB

Quantile statistics

Minimum	-62820.45
5-th percentile	-61615.646
Q1	-37552.764
median	-33976.999
Q3	-23900.251
95-th percentile	-4018.5084
Maximum	25510.225
Range	88330.674
Interquartile range (IQR)	13652.513

Descriptive statistics

Standard deviation	15650.301
Coefficient of variation (CV)	-0.46503086
Kurtosis	0.058933878
Mean	-33654.329
Median Absolute Deviation (MAD)	5744.4877
Skewness	-0.13264852
Sum	-2.4706652 × 10⁹
Variance	2.4493194 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-28314.2064	6	< 0.1%
-28318.81086	5	< 0.1%
-34806.49409	4	< 0.1%
-28340.71557	4	< 0.1%
-60095.81656	4	< 0.1%
-28399.23244	4	< 0.1%
-28259.93636	4	< 0.1%
-28259.01994	4	< 0.1%
-36849.95763	4	< 0.1%
-28358.26169	4	< 0.1%
Other values (68427)	73370	99.9%

Value	Count	Frequency (%)
-62820.44951	1	< 0.1%
-62791.25813	1	< 0.1%
-62785.58079	1	< 0.1%
-62770.3369	1	< 0.1%
-62765.50892	1	< 0.1%
-62755.13771	1	< 0.1%
-62753.46133	1	< 0.1%
-62752.20963	1	< 0.1%
-62745.14648	1	< 0.1%
-62742.01724	1	< 0.1%

Value	Count	Frequency (%)
25510.22476	1	< 0.1%
25485.1014	1	< 0.1%
25473.45614	1	< 0.1%
25458.07814	1	< 0.1%
25421.24247	1	< 0.1%
25419.27551	1	< 0.1%
25402.84698	1	< 0.1%
25389.43593	1	< 0.1%
25385.72554	1	< 0.1%
25351.41562	1	< 0.1%

EXG Channel 8
Real number (ℝ)

High correlation

Distinct	67654
Distinct (%)	92.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-13394.984

Minimum	-38881.284
Maximum	8867.8534
Zeros	0
Zeros (%)	0.0%
Negative	46383
Negative (%)	63.2%
Memory size	1.1 MiB

Quantile statistics

Minimum	-38881.284
5-th percentile	-38107.252
Q1	-26637.401
median	-13795.765
Q3	2905.3915
95-th percentile	5180.0525
Maximum	8867.8534
Range	47749.138
Interquartile range (IQR)	29542.792

Descriptive statistics

Standard deviation	15943.257
Coefficient of variation (CV)	-1.1902408
Kurtosis	-1.4518463
Mean	-13394.984
Median Absolute Deviation (MAD)	14459.12
Skewness	-0.25960174
Sum	-9.8336599 × 10⁸
Variance	2.5418744 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8508.660914	9	< 0.1%
8094.684254	9	< 0.1%
8709.066654	7	< 0.1%
8746.55053	5	< 0.1%
8132.481054	5	< 0.1%
-38097.20732	4	< 0.1%
-26565.85295	4	< 0.1%
-26440.52672	4	< 0.1%
8706.920887	4	< 0.1%
-14873.49896	4	< 0.1%
Other values (67644)	73358	99.9%

Value	Count	Frequency (%)
-38881.28416	1	< 0.1%
-38879.42897	1	< 0.1%
-38859.51356	1	< 0.1%
-38827.55057	1	< 0.1%
-38783.56234	1	< 0.1%
-38758.37192	1	< 0.1%
-38724.03964	1	< 0.1%
-38701.82201	1	< 0.1%
-38682.48775	1	< 0.1%
-38676.38572	1	< 0.1%

Value	Count	Frequency (%)
8867.853447	3	< 0.1%
8835.354011	1	< 0.1%
8813.292839	1	< 0.1%
8806.140281	1	< 0.1%
8794.204449	1	< 0.1%
8785.330806	1	< 0.1%
8770.265731	1	< 0.1%
8758.642824	2	< 0.1%
8758.173437	1	< 0.1%
8748.741001	1	< 0.1%

EXG Channel 9
Real number (ℝ)

High correlation

Distinct	68790
Distinct (%)	93.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-32659.076

Minimum	-51246.135
Maximum	-5060.6585
Zeros	0
Zeros (%)	0.0%
Negative	73413
Negative (%)	100.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-51246.135
5-th percentile	-50657.672
Q1	-42369.877
median	-32280.613
Q3	-25711.972
95-th percentile	-13671.547
Maximum	-5060.6585
Range	46185.477
Interquartile range (IQR)	16657.906

Descriptive statistics

Standard deviation	12270.656
Coefficient of variation (CV)	-0.37571964
Kurtosis	-0.98689669
Mean	-32659.076
Median Absolute Deviation (MAD)	10067.405
Skewness	0.14803811
Sum	-2.3976007 × 10⁹
Variance	1.50569 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-22069.66544	9	< 0.1%
-22020.33514	9	< 0.1%
-22090.72078	7	< 0.1%
-26175.81501	6	< 0.1%
-25994.72117	5	< 0.1%
-21977.37509	5	< 0.1%
-22067.43027	5	< 0.1%
-26069.71128	4	< 0.1%
-22110.14445	4	< 0.1%
-50862.46739	4	< 0.1%
Other values (68780)	73355	99.9%

Value	Count	Frequency (%)
-51246.13509	1	< 0.1%
-51240.21187	1	< 0.1%
-51228.3431	1	< 0.1%
-51221.72698	1	< 0.1%
-51215.93788	1	< 0.1%
-51215.80377	1	< 0.1%
-51214.9544	1	< 0.1%
-51210.23818	1	< 0.1%
-51208.80767	1	< 0.1%
-51205.49961	1	< 0.1%

Value	Count	Frequency (%)
-5060.658462	1	< 0.1%
-5094.253134	1	< 0.1%
-5118.817701	1	< 0.1%
-5122.326925	1	< 0.1%
-5145.103353	1	< 0.1%
-5150.333661	1	< 0.1%
-5151.183027	1	< 0.1%
-5167.209228	1	< 0.1%
-5175.881705	1	< 0.1%
-5192.131423	1	< 0.1%

EXG Channel 10
Real number (ℝ)

High correlation

Distinct	68306
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-39554.943

Minimum	-58237.917
Maximum	16002.664
Zeros	0
Zeros (%)	0.0%
Negative	69745
Negative (%)	95.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-58237.917
5-th percentile	-57085.734
Q1	-46501.15
median	-39571.528
Q3	-35068.479
95-th percentile	-23612.571
Maximum	16002.664
Range	74240.582
Interquartile range (IQR)	11432.671

Descriptive statistics

Standard deviation	14661.744
Coefficient of variation (CV)	-0.37066781
Kurtosis	6.1315572
Mean	-39554.943
Median Absolute Deviation (MAD)	5959.8915
Skewness	2.1478213
Sum	-2.903847 × 10⁹
Variance	2.1496674 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-28438.34799	9	< 0.1%
-28378.73589	9	< 0.1%
-28461.97378	7	< 0.1%
-40888.58257	5	< 0.1%
-28341.98962	5	< 0.1%
-28382.40157	5	< 0.1%
-28487.07479	4	< 0.1%
-30365.58245	4	< 0.1%
-40871.21527	4	< 0.1%
-30328.94794	4	< 0.1%
Other values (68296)	73357	99.9%

Value	Count	Frequency (%)
-58237.91721	1	< 0.1%
-58232.66455	1	< 0.1%
-58230.18351	1	< 0.1%
-58218.80647	1	< 0.1%
-58217.75594	1	< 0.1%
-58200.74626	1	< 0.1%
-58200.07571	1	< 0.1%
-58195.71712	1	< 0.1%
-58192.38671	1	< 0.1%
-58188.96689	1	< 0.1%

Value	Count	Frequency (%)
16002.66439	1	< 0.1%
15980.24559	1	< 0.1%
15971.12608	1	< 0.1%
15943.05229	1	< 0.1%
15939.74423	1	< 0.1%
15937.15142	1	< 0.1%
15928.68011	1	< 0.1%
15926.26612	1	< 0.1%
15920.07469	1	< 0.1%
15908.04945	1	< 0.1%

EXG Channel 11
Real number (ℝ)

High correlation

Distinct	68644
Distinct (%)	93.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-15167.862

Minimum	-42955.404
Maximum	30548.666
Zeros	0
Zeros (%)	0.0%
Negative	58428
Negative (%)	79.6%
Memory size	1.1 MiB

Quantile statistics

Minimum	-42955.404
5-th percentile	-42422.417
Q1	-34869.302
median	-13092.378
Q3	-553.83152
95-th percentile	12212.501
Maximum	30548.666
Range	73504.069
Interquartile range (IQR)	34315.471

Descriptive statistics

Standard deviation	18873.372
Coefficient of variation (CV)	-1.2443001
Kurtosis	-0.85370996
Mean	-15167.862
Median Absolute Deviation (MAD)	14560.642
Skewness	0.08563791
Sum	-1.1135182 × 10⁹
Variance	3.5620417 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-455.7297177	10	< 0.1%
-378.1691644	9	< 0.1%
-473.0746714	7	< 0.1%
-296.7641111	6	< 0.1%
-13212.8314	5	< 0.1%
-13058.53731	5	< 0.1%
-387.5345454	5	< 0.1%
8123.920336	4	< 0.1%
-28779.83794	4	< 0.1%
-710.4278458	4	< 0.1%
Other values (68634)	73354	99.9%

Value	Count	Frequency (%)
-42955.40368	1	< 0.1%
-42947.64762	1	< 0.1%
-42946.53004	1	< 0.1%
-42945.50186	1	< 0.1%
-42930.23562	1	< 0.1%
-42928.8051	1	< 0.1%
-42927.464	1	< 0.1%
-42921.36197	1	< 0.1%
-42921.04905	1	< 0.1%
-42919.90911	1	< 0.1%

Value	Count	Frequency (%)
30548.66559	1	< 0.1%
30545.37988	1	< 0.1%
30500.7658	1	< 0.1%
30497.23422	1	< 0.1%
30484.0914	1	< 0.1%
30479.71046	1	< 0.1%
30473.60843	1	< 0.1%
30467.66287	1	< 0.1%
30467.37229	1	< 0.1%
30457.51518	1	< 0.1%

EXG Channel 12
Real number (ℝ)

High correlation

Distinct	69532
Distinct (%)	94.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7483.3175

Minimum	-41215.7
Maximum	44586.992
Zeros	0
Zeros (%)	0.0%
Negative	44944
Negative (%)	61.2%
Memory size	1.1 MiB

Quantile statistics

Minimum	-41215.7
5-th percentile	-40391.113
Q1	-32666.762
median	-5379.3049
Q3	16954.759
95-th percentile	21349.662
Maximum	44586.992
Range	85802.692
Interquartile range (IQR)	49621.521

Descriptive statistics

Standard deviation	22826.655
Coefficient of variation (CV)	-3.050339
Kurtosis	-1.3935281
Mean	-7483.3175
Median Absolute Deviation (MAD)	22868.539
Skewness	-0.11636007
Sum	-5.4937279 × 10⁸
Variance	5.2105618 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
224.8585492	10	< 0.1%
359.3936991	9	< 0.1%
420.5704237	7	< 0.1%
224.5456248	5	< 0.1%
484.0717297	5	< 0.1%
346.4743908	4	< 0.1%
-39363.36659	4	< 0.1%
-5296.447014	4	< 0.1%
-4936.896853	4	< 0.1%
-5156.748612	4	< 0.1%
Other values (69522)	73357	99.9%

Value	Count	Frequency (%)
-41215.70035	1	< 0.1%
-41199.0483	1	< 0.1%
-41179.24466	1	< 0.1%
-41177.12124	1	< 0.1%
-41176.94243	1	< 0.1%
-41175.19899	1	< 0.1%
-41172.60619	1	< 0.1%
-41170.23691	1	< 0.1%
-41166.50416	1	< 0.1%
-41165.58774	1	< 0.1%

Value	Count	Frequency (%)
44586.99162	1	< 0.1%
44539.00242	1	< 0.1%
44527.02189	1	< 0.1%
44468.12504	1	< 0.1%
44458.06676	1	< 0.1%
44287.61235	1	< 0.1%
44240.67369	1	< 0.1%
44197.02073	1	< 0.1%
44004.41575	1	< 0.1%
43995.43035	1	< 0.1%

EXG Channel 13
Real number (ℝ)

High correlation

Distinct	70331
Distinct (%)	95.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-17982.862

Minimum	-51461.293
Maximum	38679.582
Zeros	0
Zeros (%)	0.0%
Negative	56821
Negative (%)	77.4%
Memory size	1.1 MiB

Quantile statistics

Minimum	-51461.293
5-th percentile	-50730.985
Q1	-32090.69
median	-16337.27
Q3	-2903.1116
95-th percentile	11899.193
Maximum	38679.582
Range	90140.875
Interquartile range (IQR)	29187.578

Descriptive statistics

Standard deviation	20315.743
Coefficient of variation (CV)	-1.129728
Kurtosis	-0.93996008
Mean	-17982.862
Median Absolute Deviation (MAD)	15155.399
Skewness	-0.11705459
Sum	-1.3201759 × 10⁹
Variance	4.127294 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-9444.416695	9	< 0.1%
-9512.634219	9	< 0.1%
-9627.589241	7	< 0.1%
-9424.523643	5	< 0.1%
-9495.043396	5	< 0.1%
-7971.682605	4	< 0.1%
-9626.873985	4	< 0.1%
-31387.72772	4	< 0.1%
-30614.35737	4	< 0.1%
-9310.954429	4	< 0.1%
Other values (70321)	73358	99.9%

Value	Count	Frequency (%)
-51461.29298	1	< 0.1%
-51460.73418	1	< 0.1%
-51454.00631	1	< 0.1%
-51443.88097	1	< 0.1%
-51424.21143	1	< 0.1%
-51420.67986	1	< 0.1%
-51412.81204	1	< 0.1%
-51405.81595	1	< 0.1%
-51405.50302	1	< 0.1%
-51405.45832	1	< 0.1%

Value	Count	Frequency (%)
38679.58202	1	< 0.1%
38649.29541	1	< 0.1%
38637.49369	1	< 0.1%
38537.6708	1	< 0.1%
38527.32194	1	< 0.1%
38255.97176	1	< 0.1%
38242.06898	1	< 0.1%
38002.52533	1	< 0.1%
37946.93654	1	< 0.1%
37941.21449	1	< 0.1%

EXG Channel 14
Real number (ℝ)

High correlation

Distinct	69875
Distinct (%)	95.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-29838.839

Minimum	-47617.061
Maximum	4969.1057
Zeros	0
Zeros (%)	0.0%
Negative	73234
Negative (%)	99.8%
Memory size	1.1 MiB

Quantile statistics

Minimum	-47617.061
5-th percentile	-47017.315
Q1	-41279.559
median	-33062.7
Q3	-16798.945
95-th percentile	-9015.0173
Maximum	4969.1057
Range	52586.167
Interquartile range (IQR)	24480.614

Descriptive statistics

Standard deviation	13338.761
Coefficient of variation (CV)	-0.44702683
Kurtosis	-1.3061539
Mean	-29838.839
Median Absolute Deviation (MAD)	11523.621
Skewness	0.27534393
Sum	-2.1905587 × 10⁹
Variance	1.7792256 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-17467.35185	10	< 0.1%
-17034.935	9	< 0.1%
-17717.19965	7	< 0.1%
-17558.81519	5	< 0.1%
-17073.35765	5	< 0.1%
-46831.17382	4	< 0.1%
-17494.53157	4	< 0.1%
-16911.19574	4	< 0.1%
-9589.054834	4	< 0.1%
-9227.068332	4	< 0.1%
Other values (69865)	73357	99.9%

Value	Count	Frequency (%)
-47617.06115	1	< 0.1%
-47603.78422	1	< 0.1%
-47601.41493	1	< 0.1%
-47598.4198	1	< 0.1%
-47598.39745	1	< 0.1%
-47597.7716	1	< 0.1%
-47586.52867	1	< 0.1%
-47585.65695	1	< 0.1%
-47585.54519	1	< 0.1%
-47584.20409	1	< 0.1%

Value	Count	Frequency (%)
4969.105717	1	< 0.1%
4953.280682	1	< 0.1%
4939.713173	1	< 0.1%
4936.427466	1	< 0.1%
4933.588795	1	< 0.1%
4908.241917	1	< 0.1%
4868.746384	1	< 0.1%
4831.866006	1	< 0.1%
4784.837936	1	< 0.1%
4736.513464	1	< 0.1%

EXG Channel 15
Real number (ℝ)

High correlation

Distinct	70898
Distinct (%)	96.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-56656.035

Minimum	-77308.739
Maximum	-19098.292
Zeros	0
Zeros (%)	0.0%
Negative	73413
Negative (%)	100.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	-77308.739
5-th percentile	-74641.782
Q1	-69979.154
median	-56991.763
Q3	-46379.624
95-th percentile	-37937.415
Maximum	-19098.292
Range	58210.447
Interquartile range (IQR)	23599.531

Descriptive statistics

Standard deviation	12412.197
Coefficient of variation (CV)	-0.21907988
Kurtosis	-1.2049946
Mean	-56656.035
Median Absolute Deviation (MAD)	12555.444
Skewness	0.058070244
Sum	-4.1592895 × 10⁹
Variance	1.5406264 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-50632.80322	9	< 0.1%
-48551.31937	9	< 0.1%
-49650.08642	7	< 0.1%
-50385.50352	6	< 0.1%
-48480.68785	5	< 0.1%
-49611.64142	4	< 0.1%
-57549.77406	4	< 0.1%
-49276.32055	4	< 0.1%
-56665.82962	4	< 0.1%
-57324.37907	4	< 0.1%
Other values (70888)	73357	99.9%

Value	Count	Frequency (%)
-77308.73851	1	< 0.1%
-77228.5628	1	< 0.1%
-77226.50644	1	< 0.1%
-77222.2149	1	< 0.1%
-77216.31404	1	< 0.1%
-77202.23244	1	< 0.1%
-77197.8515	1	< 0.1%
-77193.38115	1	< 0.1%
-77174.33747	1	< 0.1%
-77173.91278	1	< 0.1%

Value	Count	Frequency (%)
-19098.29159	1	< 0.1%
-20877.35634	1	< 0.1%
-23041.40753	1	< 0.1%
-26945.34087	1	< 0.1%
-26961.41177	1	< 0.1%
-26980.05312	1	< 0.1%
-26984.34466	1	< 0.1%
-27058.10542	1	< 0.1%
-27136.58239	1	< 0.1%
-27229.83387	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	0.221	0.803	0.861	0.651	0.887	0.845	0.862	0.401	0.891	0.601	0.903	0.631	0.788	0.641	0.863
EXG Channel 1	0.221	1.000	0.102	0.505	0.434	0.377	0.300	0.140	-0.130	0.488	0.238	0.382	0.265	0.470	0.340	0.290
EXG Channel 10	0.803	0.102	1.000	0.686	0.421	0.749	0.848	0.703	0.576	0.741	0.689	0.741	0.670	0.765	0.498	0.674
EXG Channel 11	0.861	0.505	0.686	1.000	0.773	0.924	0.759	0.653	0.098	0.813	0.453	0.888	0.439	0.874	0.781	0.808
EXG Channel 12	0.651	0.434	0.421	0.773	1.000	0.749	0.512	0.422	-0.110	0.505	0.124	0.630	0.118	0.661	0.937	0.848
EXG Channel 13	0.887	0.377	0.749	0.924	0.749	1.000	0.796	0.767	0.162	0.810	0.488	0.931	0.429	0.896	0.761	0.868
EXG Channel 14	0.845	0.300	0.848	0.759	0.512	0.796	1.000	0.691	0.522	0.783	0.775	0.780	0.589	0.870	0.472	0.758
EXG Channel 15	0.862	0.140	0.703	0.653	0.422	0.767	0.691	1.000	0.450	0.860	0.564	0.857	0.742	0.590	0.440	0.642
EXG Channel 2	0.401	-0.130	0.576	0.098	-0.110	0.162	0.522	0.450	1.000	0.434	0.771	0.153	0.722	0.266	-0.176	0.295
EXG Channel 3	0.891	0.488	0.741	0.813	0.505	0.810	0.783	0.860	0.434	1.000	0.696	0.885	0.809	0.744	0.473	0.708
EXG Channel 4	0.601	0.238	0.689	0.453	0.124	0.488	0.775	0.564	0.771	0.696	1.000	0.511	0.733	0.656	0.032	0.505
EXG Channel 5	0.903	0.382	0.741	0.888	0.630	0.931	0.780	0.857	0.153	0.885	0.511	1.000	0.576	0.801	0.674	0.752
EXG Channel 6	0.631	0.265	0.670	0.439	0.118	0.429	0.589	0.742	0.722	0.809	0.733	0.576	1.000	0.403	0.118	0.396
EXG Channel 7	0.788	0.470	0.765	0.874	0.661	0.896	0.870	0.590	0.266	0.744	0.656	0.801	0.403	1.000	0.629	0.803
EXG Channel 8	0.641	0.340	0.498	0.781	0.937	0.761	0.472	0.440	-0.176	0.473	0.032	0.674	0.118	0.629	1.000	0.779
EXG Channel 9	0.863	0.290	0.674	0.808	0.848	0.868	0.758	0.642	0.295	0.708	0.505	0.752	0.396	0.803	0.779	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
3444	36024.172428	16592.772793	-43150.601465	498.376846	-46500.524461	-9736.464588	-39834.742526	-33642.012911	4270.099612	-5060.658462	-34464.892383	-471.264180	21676.185331	5249.463648	-14615.895106	-37971.501109
3445	35917.308738	16380.922959	-43092.308115	547.953015	-47337.284367	-9852.224273	-40510.905148	-33563.021846	4108.876480	-5229.727057	-34621.846333	-654.123801	23065.569766	5237.639575	-14521.436634	-36282.513891
3446	35840.865772	16427.861622	-43032.003109	605.709923	-46911.528338	-10517.121615	-40209.044839	-33512.082221	4248.954862	-5122.326925	-34426.648548	-500.813186	20928.117147	4706.428016	-15009.486974	-38040.567999
3447	36079.247126	16545.700019	-43184.710227	447.906607	-46771.517011	-9382.792936	-40042.300825	-33669.952592	4191.309713	-5150.333661	-34580.920289	-569.522449	22960.494216	5552.620358	-14331.044475	-36924.478343
3448	35778.392646	16283.357594	-42995.793282	643.529075	-47436.950795	-10595.129203	-40621.747449	-33461.835499	4168.555637	-5223.088589	-34503.247977	-600.189042	21775.047097	4726.276365	-14949.003154	-36996.048629
3449	36011.498989	16541.833167	-43166.404148	483.959971	-46522.250357	-9772.383842	-39849.695843	-33652.160603	4269.786688	-5094.253134	-34465.808805	-481.523631	21678.308747	5219.534662	-14647.634583	-37991.014181
3450	35909.306813	16335.392456	-43112.134112	539.459352	-47349.331957	-9859.399183	-40529.859427	-33578.243384	4103.646172	-5269.043776	-34623.746231	-658.124764	23004.884780	5221.233394	-14555.143065	-36291.074609
3451	35824.660757	16377.480790	-43051.337367	599.004400	-46931.801371	-10517.658057	-40224.735764	-33525.135639	4239.321260	-5151.183027	-34430.202476	-510.603250	20909.185220	4683.852754	-15057.297356	-38025.659385
3452	36060.046978	16496.660292	-43206.570233	445.537322	-46773.238095	-9362.832828	-40047.777003	-33683.229528	4169.740280	-5175.881705	-34590.419780	-582.911144	22983.158884	5536.169474	-14374.473914	-36909.592081
3453	35760.108919	16242.185681	-43015.641632	640.221016	-47450.495952	-10566.250749	-40643.026309	-33468.183394	4147.366184	-5251.564712	-34518.313052	-616.058781	21949.100131	4704.326952	-14985.011814	-36951.747471

	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
161303	17326.044122	8126.557842	-48933.556549	-32491.769790	-21393.838095	-16847.537976	-47056.188828	-11690.632902	-6478.921351	-30075.099179	14810.735263	16957.866187	-5687.893115	-4389.748501	-10520.899060	-58933.369390
161304	17392.384099	8136.906700	-48924.079409	-32543.625837	-20480.657575	-17086.925159	-47084.709654	-11475.318548	-6108.396483	-29585.350106	13456.443066	17436.461739	-5353.153390	-3919.534852	-10319.375732	-61144.158083
161305	17452.912623	7950.783724	-49173.301360	-32776.106331	-20623.462871	-16026.513699	-47323.515692	-11804.626799	-6287.009273	-30175.950250	15865.849360	16884.910093	-5500.138462	-4428.059391	-10235.556690	-59192.001425
161306	17291.309511	8226.403085	-48741.152733	-32324.355224	-21302.575922	-17502.980531	-46867.853030	-11458.197112	-6347.358983	-29716.063108	13409.482051	17286.459182	-5581.074128	-4056.998081	-10535.092418	-60125.365570
161307	17475.018498	7944.301718	-49187.986456	-32817.635872	-20060.042448	-16177.298567	-47346.828562	-11673.310301	-6082.624922	-29893.044221	14995.271265	17158.495445	-5305.521823	-4142.046469	-10104.687226	-60561.358698
161308	17319.696226	8097.858202	-48937.065773	-32486.874758	-21384.651528	-16813.496269	-47059.273369	-11681.692205	-6474.898037	-30082.072923	14889.726328	16941.258841	-5694.933915	-4381.903038	-10497.049749	-58933.078817
161309	17377.095506	8116.678371	-48915.183415	-32523.911598	-20490.090011	-17092.401337	-47070.181021	-11453.279728	-6124.065056	-29590.535711	13455.727810	17418.312123	-5363.770469	-3902.681637	-10307.082272	-61147.644955
161310	17442.899042	7927.001468	-49180.006883	-32779.459093	-20604.083908	-15994.640111	-47331.741134	-11800.871706	-6283.030663	-30166.003724	15865.178807	16886.921750	-5483.173488	-4417.241146	-10222.503271	-59232.167510
161311	17279.016051	8199.893916	-48741.555064	-32322.991767	-21323.273638	-17468.782362	-46869.641169	-11473.373946	-6352.052850	-29728.267160	13436.617069	17254.205615	-5585.052739	-4082.412014	-10558.114714	-60108.355893
161312	17466.793056	7924.498072	-49183.940790	-32817.501762	-20049.403018	-16162.389953	-47341.061812	-11675.947806	-6064.855285	-29874.447569	14971.779582	17159.143646	-5280.554924	-4137.374954	-10113.538517	-60621.060207

Overview

Interactions

Correlations

Sample

Overview

Variables

Interactions

Correlations

Sample