DERECHA Data Profiling Report

Brought to you by YData

Dataset statistics

Number of variables	16
Number of observations	41161
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.3 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 9 other fields	High correlation
`EXG Channel 10` is highly overall correlated with `EXG Channel 0` and 7 other fields	High correlation
`EXG Channel 11` is highly overall correlated with `EXG Channel 0` and 10 other fields	High correlation
`EXG Channel 12` is highly overall correlated with `EXG Channel 0` and 9 other fields	High correlation
`EXG Channel 13` is highly overall correlated with `EXG Channel 0` and 11 other fields	High correlation
`EXG Channel 14` is highly overall correlated with `EXG Channel 0` and 13 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 14` and 2 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 10 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 7 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 8 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 11:04:11.128466
Analysis finished	2025-04-24 11:04:25.984868
Duration	14.86 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

EXG Channel 0
Real number (ℝ)

High correlation

Distinct	37823
Distinct (%)	91.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7969.9471

Minimum	-8110.5093
Maximum	27719.002
Zeros	0
Zeros (%)	0.0%
Negative	9980
Negative (%)	24.2%
Memory size	643.1 KiB

Quantile statistics

Minimum	-8110.5093
5-th percentile	-7640.0721
Q1	4357.8749
median	10007.949
Q3	12287.201
95-th percentile	22648.687
Maximum	27719.002
Range	35829.511
Interquartile range (IQR)	7929.326

Descriptive statistics

Standard deviation	9992.0856
Coefficient of variation (CV)	1.2537205
Kurtosis	-0.67702919
Mean	7969.9471
Median Absolute Deviation (MAD)	2535.6266
Skewness	-0.18571108
Sum	3.2805099 × 10⁸
Variance	99841775
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12245.82788	6	< 0.1%
12160.08659	4	< 0.1%
22283.30341	4	< 0.1%
8830.48133	4	< 0.1%
12390.77895	4	< 0.1%
8796.037292	4	< 0.1%
-7549.726373	4	< 0.1%
12446.07716	4	< 0.1%
11100.59155	4	< 0.1%
-7323.683181	4	< 0.1%
Other values (37813)	41119	99.9%

Value	Count	Frequency (%)
-8110.50929	1	< 0.1%
-8090.884458	1	< 0.1%
-8088.492821	1	< 0.1%
-8084.983597	1	< 0.1%
-8072.779545	1	< 0.1%
-8067.213961	1	< 0.1%
-8064.464696	1	< 0.1%
-8054.495818	1	< 0.1%
-8050.360745	1	< 0.1%
-8049.556082	1	< 0.1%

Value	Count	Frequency (%)
27719.0018	1	< 0.1%
27705.92603	1	< 0.1%
27705.76956	1	< 0.1%
27703.75791	1	< 0.1%
27699.64519	1	< 0.1%
27698.12527	1	< 0.1%
27697.74529	1	< 0.1%
27697.67823	1	< 0.1%
27696.27007	1	< 0.1%
27695.77833	1	< 0.1%

EXG Channel 1
Real number (ℝ)

High correlation

Distinct	37212
Distinct (%)	90.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3743.7833

Minimum	-17777.728
Maximum	31144.049
Zeros	0
Zeros (%)	0.0%
Negative	18590
Negative (%)	45.2%
Memory size	643.1 KiB

Quantile statistics

Minimum	-17777.728
5-th percentile	-17318.825
Q1	-5863.4661
median	1110.39
Q3	11545.928
95-th percentile	29206.041
Maximum	31144.049
Range	48921.777
Interquartile range (IQR)	17409.394

Descriptive statistics

Standard deviation	13555.362
Coefficient of variation (CV)	3.6207656
Kurtosis	-0.68732704
Mean	3743.7833
Median Absolute Deviation (MAD)	8072.0196
Skewness	0.30772267
Sum	1.5409786 × 10⁸
Variance	1.8374784 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9231.672791	5	< 0.1%
-5842.768352	4	< 0.1%
-5961.880799	4	< 0.1%
11468.00953	4	< 0.1%
-6058.6415	4	< 0.1%
9189.271532	4	< 0.1%
-5912.885775	4	< 0.1%
9202.637875	4	< 0.1%
9153.888721	4	< 0.1%
-5794.823861	4	< 0.1%
Other values (37202)	41120	99.9%

Value	Count	Frequency (%)
-17777.72817	1	< 0.1%
-17774.62128	1	< 0.1%
-17772.47551	1	< 0.1%
-17753.16361	1	< 0.1%
-17752.69422	1	< 0.1%
-17749.34146	1	< 0.1%
-17748.78266	1	< 0.1%
-17747.48626	1	< 0.1%
-17741.04896	1	< 0.1%
-17739.95373	1	< 0.1%

Value	Count	Frequency (%)
31144.04901	1	< 0.1%
31142.97612	1	< 0.1%
31127.3746	1	< 0.1%
31106.34161	1	< 0.1%
31103.59235	1	< 0.1%
31100.39605	1	< 0.1%
31090.42717	1	< 0.1%
31079.02778	1	< 0.1%
31053.81501	1	< 0.1%
31050.81988	1	< 0.1%

EXG Channel 2
Real number (ℝ)

High correlation

Distinct	38313
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-53362.464

Minimum	-66247.933
Maximum	-38454.5
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-66247.933
5-th percentile	-65817.662
Q1	-58803.886
median	-52077.173
Q3	-47854.28
95-th percentile	-39023.687
Maximum	-38454.5
Range	27793.433
Interquartile range (IQR)	10949.606

Descriptive statistics

Standard deviation	8835.0205
Coefficient of variation (CV)	-0.1655662
Kurtosis	-1.0401238
Mean	-53362.464
Median Absolute Deviation (MAD)	6293.1337
Skewness	0.16315943
Sum	-2.1964524 × 10⁹
Variance	78057588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-65489.9407	4	< 0.1%
-51624.34895	4	< 0.1%
-46338.20609	4	< 0.1%
-39771.35298	4	< 0.1%
-51595.13522	4	< 0.1%
-51449.93829	4	< 0.1%
-65797.90304	4	< 0.1%
-39703.82836	4	< 0.1%
-51441.33287	4	< 0.1%
-65570.83166	3	< 0.1%
Other values (38303)	41122	99.9%

Value	Count	Frequency (%)
-66247.93306	1	< 0.1%
-66244.04386	1	< 0.1%
-66227.88354	1	< 0.1%
-66220.9098	1	< 0.1%
-66218.02643	1	< 0.1%
-66217.6688	1	< 0.1%
-66216.86413	1	< 0.1%
-66216.23829	1	< 0.1%
-66211.45501	1	< 0.1%
-66210.49389	1	< 0.1%

Value	Count	Frequency (%)
-38454.49995	1	< 0.1%
-38454.76818	1	< 0.1%
-38458.94795	1	< 0.1%
-38458.9703	1	< 0.1%
-38459.10441	1	< 0.1%
-38461.07137	1	< 0.1%
-38462.14425	1	< 0.1%
-38462.45718	1	< 0.1%
-38463.19478	1	< 0.1%
-38463.463	1	< 0.1%

EXG Channel 3
Real number (ℝ)

High correlation

Distinct	39077
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-43931.859

Minimum	-61115.347
Maximum	-22066
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-61115.347
5-th percentile	-60424.946
Q1	-53962.274
median	-42074.007
Q3	-32785.807
95-th percentile	-24647.179
Maximum	-22066
Range	39049.347
Interquartile range (IQR)	21176.467

Descriptive statistics

Standard deviation	12616.241
Coefficient of variation (CV)	-0.28717748
Kurtosis	-1.3664208
Mean	-43931.859
Median Absolute Deviation (MAD)	11687.012
Skewness	0.18731275
Sum	-1.8082792 × 10⁹
Variance	1.5916953 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-59968.47868	4	< 0.1%
-39987.15907	4	< 0.1%
-40198.58422	4	< 0.1%
-60527.60756	3	< 0.1%
-22287.77376	3	< 0.1%
-57724.07296	3	< 0.1%
-40147.57754	3	< 0.1%
-40086.80315	3	< 0.1%
-51948.65041	3	< 0.1%
-40144.33654	3	< 0.1%
Other values (39067)	41128	99.9%

Value	Count	Frequency (%)
-61115.34668	1	< 0.1%
-61104.57314	1	< 0.1%
-61079.85211	1	< 0.1%
-61050.70544	1	< 0.1%
-61044.49165	1	< 0.1%
-61041.13889	1	< 0.1%
-61040.15542	1	< 0.1%
-61039.82014	1	< 0.1%
-61036.80265	1	< 0.1%
-61036.40032	1	< 0.1%

Value	Count	Frequency (%)
-22065.99975	1	< 0.1%
-22066.73736	1	< 0.1%
-22067.76554	1	< 0.1%
-22068.83843	1	< 0.1%
-22070.76068	1	< 0.1%
-22073.30877	1	< 0.1%
-22074.64988	1	< 0.1%
-22075.92393	1	< 0.1%
-22079.03082	1	< 0.1%
-22082.02595	1	< 0.1%

EXG Channel 4
Real number (ℝ)

High correlation

Distinct	39702
Distinct (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-40071.744

Minimum	-55597.863
Maximum	-12239.972
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-55597.863
5-th percentile	-54916.113
Q1	-53623.735
median	-41471.225
Q3	-36237.9
95-th percentile	-14360.862
Maximum	-12239.972
Range	43357.892
Interquartile range (IQR)	17385.835

Descriptive statistics

Standard deviation	14382.231
Coefficient of variation (CV)	-0.35891203
Kurtosis	-0.92205319
Mean	-40071.744
Median Absolute Deviation (MAD)	11977.92
Skewness	0.69786041
Sum	-1.6493931 × 10⁹
Variance	2.0684857 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-37061.51689	4	< 0.1%
-54233.40103	4	< 0.1%
-54329.51353	4	< 0.1%
-53758.87349	4	< 0.1%
-53678.58603	3	< 0.1%
-36820.81095	3	< 0.1%
-37184.33972	3	< 0.1%
-36365.9306	3	< 0.1%
-53675.12151	3	< 0.1%
-41675.20752	3	< 0.1%
Other values (39692)	41127	99.9%

Value	Count	Frequency (%)
-55597.86327	1	< 0.1%
-55586.41918	1	< 0.1%
-55585.56981	1	< 0.1%
-55578.64077	1	< 0.1%
-55578.32784	1	< 0.1%
-55577.94786	1	< 0.1%
-55577.21026	1	< 0.1%
-55576.15972	1	< 0.1%
-55574.41629	1	< 0.1%
-55574.23747	1	< 0.1%

Value	Count	Frequency (%)
-12239.97173	1	< 0.1%
-12312.10081	1	< 0.1%
-12336.71008	1	< 0.1%
-12338.85584	1	< 0.1%
-12340.55458	1	< 0.1%
-12343.43795	1	< 0.1%
-12350.88108	1	< 0.1%
-12352.64687	1	< 0.1%
-12355.5973	1	< 0.1%
-12358.92771	1	< 0.1%

EXG Channel 5
Real number (ℝ)

High correlation

Distinct	40017
Distinct (%)	97.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-28060.731

Minimum	-53146.212
Maximum	7150.5689
Zeros	0
Zeros (%)	0.0%
Negative	36231
Negative (%)	88.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-53146.212
5-th percentile	-51275.394
Q1	-41471.985
median	-29412.102
Q3	-18372.977
95-th percentile	4819.4384
Maximum	7150.5689
Range	60296.781
Interquartile range (IQR)	23099.008

Descriptive statistics

Standard deviation	17370.916
Coefficient of variation (CV)	-0.61904715
Kurtosis	-0.75026476
Mean	-28060.731
Median Absolute Deviation (MAD)	11839.92
Skewness	0.41487228
Sum	-1.1550078 × 10⁹
Variance	3.0174871 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-29995.45991	4	< 0.1%
-28911.2662	4	< 0.1%
-51285.16123	3	< 0.1%
-29626.74554	3	< 0.1%
-18435.49531	3	< 0.1%
-29144.35019	3	< 0.1%
-30173.02217	3	< 0.1%
-19434.1489	3	< 0.1%
-30326.13162	3	< 0.1%
-29154.87786	3	< 0.1%
Other values (40007)	41129	99.9%

Value	Count	Frequency (%)
-53146.21218	1	< 0.1%
-53112.46104	1	< 0.1%
-53102.00043	1	< 0.1%
-53074.95482	1	< 0.1%
-53055.24058	1	< 0.1%
-53039.68376	1	< 0.1%
-53033.06765	1	< 0.1%
-53025.11043	1	< 0.1%
-52997.2378	1	< 0.1%
-52942.05134	1	< 0.1%

Value	Count	Frequency (%)
7150.56892	1	< 0.1%
7144.489246	1	< 0.1%
7118.695333	1	< 0.1%
7113.241507	1	< 0.1%
7096.634161	1	< 0.1%
7094.44369	1	< 0.1%
7057.786829	1	< 0.1%
7053.428239	1	< 0.1%
7050.723678	1	< 0.1%
7046.923881	1	< 0.1%

EXG Channel 6
Real number (ℝ)

High correlation

Distinct	37546
Distinct (%)	91.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-52122.622

Minimum	-63188.27
Maximum	-34257.021
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-63188.27
5-th percentile	-62388.435
Q1	-60903.43
median	-52968.136
Q3	-43087.771
95-th percentile	-42052.773
Maximum	-34257.021
Range	28931.249
Interquartile range (IQR)	17815.659

Descriptive statistics

Standard deviation	8294.8017
Coefficient of variation (CV)	-0.15914015
Kurtosis	-1.1461356
Mean	-52122.622
Median Absolute Deviation (MAD)	8428.1052
Skewness	0.29389843
Sum	-2.1454192 × 10⁹
Variance	68803736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-52968.02407	5	< 0.1%
-53032.62061	5	< 0.1%
-52760.08579	4	< 0.1%
-42161.76029	4	< 0.1%
-48866.09898	4	< 0.1%
-42308.25362	4	< 0.1%
-53029.67018	4	< 0.1%
-53230.34414	4	< 0.1%
-42301.52575	4	< 0.1%
-42329.86776	4	< 0.1%
Other values (37536)	41119	99.9%

Value	Count	Frequency (%)
-63188.26982	1	< 0.1%
-63184.44767	1	< 0.1%
-63166.07453	1	< 0.1%
-63162.02887	1	< 0.1%
-63151.38944	1	< 0.1%
-63146.71792	1	< 0.1%
-63142.09111	1	< 0.1%
-63137.509	1	< 0.1%
-63136.68199	1	< 0.1%
-63130.57996	1	< 0.1%

Value	Count	Frequency (%)
-34257.02116	1	< 0.1%
-34257.11057	1	< 0.1%
-34257.46819	1	< 0.1%
-34258.18345	1	< 0.1%
-34260.95507	1	< 0.1%
-34263.2573	1	< 0.1%
-34263.27965	1	< 0.1%
-34263.81609	1	< 0.1%
-34263.97255	1	< 0.1%
-34264.88897	1	< 0.1%

EXG Channel 7
Real number (ℝ)

High correlation

Distinct	38506
Distinct (%)	93.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-37462.244

Minimum	-61890.192
Maximum	-7248.4919
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-61890.192
5-th percentile	-61149.12
Q1	-39657.672
median	-34501.862
Q3	-30626.137
95-th percentile	-16287.381
Maximum	-7248.4919
Range	54641.7
Interquartile range (IQR)	9031.5353

Descriptive statistics

Standard deviation	15043.753
Coefficient of variation (CV)	-0.40157107
Kurtosis	-0.63319408
Mean	-37462.244
Median Absolute Deviation (MAD)	5069.8227
Skewness	-0.17111364
Sum	-1.5419834 × 10⁹
Variance	2.2631452 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-39573.58474	5	< 0.1%
-7433.631412	4	< 0.1%
-28315.39104	4	< 0.1%
-28289.12774	4	< 0.1%
-61059.93671	4	< 0.1%
-39578.81505	4	< 0.1%
-60883.33558	4	< 0.1%
-37010.21963	4	< 0.1%
-38928.71456	4	< 0.1%
-34218.5091	3	< 0.1%
Other values (38496)	41121	99.9%

Value	Count	Frequency (%)
-61890.19226	1	< 0.1%
-61826.40038	1	< 0.1%
-61818.77843	1	< 0.1%
-61804.51802	1	< 0.1%
-61802.28285	1	< 0.1%
-61789.11767	1	< 0.1%
-61789.07297	1	< 0.1%
-61782.14392	1	< 0.1%
-61780.10992	1	< 0.1%
-61776.01955	1	< 0.1%

Value	Count	Frequency (%)
-7248.491913	1	< 0.1%
-7249.117762	1	< 0.1%
-7252.202302	1	< 0.1%
-7254.236311	1	< 0.1%
-7254.593939	1	< 0.1%
-7255.577416	1	< 0.1%
-7255.666823	1	< 0.1%
-7257.946701	1	< 0.1%
-7258.237273	1	< 0.1%
-7260.24893	1	< 0.1%

EXG Channel 8
Real number (ℝ)

High correlation

Distinct	37588
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-19189.751

Minimum	-38718.653
Maximum	4529.3798
Zeros	0
Zeros (%)	0.0%
Negative	33821
Negative (%)	82.2%
Memory size	643.1 KiB

Quantile statistics

Minimum	-38718.653
5-th percentile	-38254.832
Q1	-26974.845
median	-20626.503
Q3	-1433.3056
95-th percentile	3244.9816
Maximum	4529.3798
Range	43248.033
Interquartile range (IQR)	25541.54

Descriptive statistics

Standard deviation	14501.168
Coefficient of variation (CV)	-0.75567254
Kurtosis	-1.2169902
Mean	-19189.751
Median Absolute Deviation (MAD)	15791.217
Skewness	0.23031589
Sum	-7.8986933 × 10⁸
Variance	2.1028386 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-26837.35959	5	< 0.1%
491.0901774	5	< 0.1%
-26842.96988	4	< 0.1%
-26810.55985	4	< 0.1%
-26908.32638	4	< 0.1%
-38161.08861	4	< 0.1%
478.9084767	4	< 0.1%
-26765.34227	4	< 0.1%
-38046.26769	4	< 0.1%
-26831.23521	4	< 0.1%
Other values (37578)	41119	99.9%

Value	Count	Frequency (%)
-38718.65287	1	< 0.1%
-38694.35652	1	< 0.1%
-38682.10777	1	< 0.1%
-38676.8104	1	< 0.1%
-38658.43727	1	< 0.1%
-38657.65496	1	< 0.1%
-38648.5578	1	< 0.1%
-38642.72399	1	< 0.1%
-38642.09815	1	< 0.1%
-38636.46551	1	< 0.1%

Value	Count	Frequency (%)
4529.379848	1	< 0.1%
4520.81913	1	< 0.1%
4518.941584	1	< 0.1%
4517.399313	1	< 0.1%
4514.895918	1	< 0.1%
4514.828863	1	< 0.1%
4512.10195	1	< 0.1%
4501.239002	1	< 0.1%
4497.841537	1	< 0.1%
4495.896935	1	< 0.1%

EXG Channel 9
Real number (ℝ)

High correlation

Distinct	37946
Distinct (%)	92.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-36395.622

Minimum	-51255.232
Maximum	-17624.686
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-51255.232
5-th percentile	-50664.677
Q1	-42987.635
median	-35855.998
Q3	-31934.273
95-th percentile	-18270.182
Maximum	-17624.686
Range	33630.546
Interquartile range (IQR)	11053.362

Descriptive statistics

Standard deviation	10586.98
Coefficient of variation (CV)	-0.2908861
Kurtosis	-0.97384829
Mean	-36395.622
Median Absolute Deviation (MAD)	6989.0999
Skewness	0.23124727
Sum	-1.4980802 × 10⁹
Variance	1.1208415 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-42526.58546	4	< 0.1%
-32496.48601	4	< 0.1%
-36245.23118	4	< 0.1%
-32158.37117	4	< 0.1%
-35990.33189	4	< 0.1%
-42542.47755	4	< 0.1%
-49627.77938	4	< 0.1%
-35280.0158	4	< 0.1%
-50445.85323	4	< 0.1%
-34566.77163	4	< 0.1%
Other values (37936)	41121	99.9%

Value	Count	Frequency (%)
-51255.23225	1	< 0.1%
-51249.24198	1	< 0.1%
-51217.65896	1	< 0.1%
-51201.14102	1	< 0.1%
-51188.78051	1	< 0.1%
-51184.53368	1	< 0.1%
-51178.07402	1	< 0.1%
-51168.8651	1	< 0.1%
-51166.49582	1	< 0.1%
-51156.57165	1	< 0.1%

Value	Count	Frequency (%)
-17624.68578	1	< 0.1%
-17628.26206	1	< 0.1%
-17631.97245	1	< 0.1%
-17632.95592	1	< 0.1%
-17635.50402	1	< 0.1%
-17636.39809	1	< 0.1%
-17636.97924	1	< 0.1%
-17638.3874	1	< 0.1%
-17639.0356	1	< 0.1%
-17639.37088	1	< 0.1%

EXG Channel 10
Real number (ℝ)

High correlation

Distinct	37544
Distinct (%)	91.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-44971.072

Minimum	-57343.512
Maximum	-31001.043
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-57343.512
5-th percentile	-56687.801
Q1	-51615.855
median	-45252.045
Q3	-38984.192
95-th percentile	-36346.619
Maximum	-31001.043
Range	26342.47
Interquartile range (IQR)	12631.664

Descriptive statistics

Standard deviation	7828.5095
Coefficient of variation (CV)	-0.17407878
Kurtosis	-1.3311822
Mean	-44971.072
Median Absolute Deviation (MAD)	6295.7265
Skewness	-0.20955148
Sum	-1.8510543 × 10⁹
Variance	61285561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-36581.62493	6	< 0.1%
-36517.8107	6	< 0.1%
-45507.63762	5	< 0.1%
-36554.02053	5	< 0.1%
-36525.74557	4	< 0.1%
-45445.83505	4	< 0.1%
-36570.85139	4	< 0.1%
-36505.56195	4	< 0.1%
-40760.44002	4	< 0.1%
-39010.00786	4	< 0.1%
Other values (37534)	41115	99.9%

Value	Count	Frequency (%)
-57343.51216	1	< 0.1%
-57337.83482	1	< 0.1%
-57334.77263	1	< 0.1%
-57300.73092	1	< 0.1%
-57280.81552	1	< 0.1%
-57276.27811	1	< 0.1%
-57253.21111	1	< 0.1%
-57251.44532	1	< 0.1%
-57250.19363	1	< 0.1%
-57248.83017	1	< 0.1%

Value	Count	Frequency (%)
-31001.04254	1	< 0.1%
-31002.00367	1	< 0.1%
-31003.83651	1	< 0.1%
-31005.06586	1	< 0.1%
-31005.73641	1	< 0.1%
-31006.27285	1	< 0.1%
-31007.07752	1	< 0.1%
-31007.4575	1	< 0.1%
-31007.74807	1	< 0.1%
-31008.03864	1	< 0.1%

EXG Channel 11
Real number (ℝ)

High correlation

Distinct	38165
Distinct (%)	92.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-20155.911

Minimum	-42974.38
Maximum	8354.0092
Zeros	0
Zeros (%)	0.0%
Negative	33322
Negative (%)	81.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-42974.38
5-th percentile	-42442.945
Q1	-35471.302
median	-18589.096
Q3	-12029.575
95-th percentile	6614.4176
Maximum	8354.0092
Range	51328.39
Interquartile range (IQR)	23441.727

Descriptive statistics

Standard deviation	17259.109
Coefficient of variation (CV)	-0.85628025
Kurtosis	-1.2844037
Mean	-20155.911
Median Absolute Deviation (MAD)	16819.218
Skewness	0.17467586
Sum	-8.2963746 × 10⁸
Variance	2.9787683 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-12931.35589	4	< 0.1%
-42350.14079	4	< 0.1%
-18674.25664	4	< 0.1%
-28360.51921	4	< 0.1%
-12582.26634	4	< 0.1%
-28384.25677	4	< 0.1%
-18505.41157	4	< 0.1%
-13300.5173	4	< 0.1%
-18503.04228	4	< 0.1%
-18651.52492	4	< 0.1%
Other values (38155)	41121	99.9%

Value	Count	Frequency (%)
-42974.38031	1	< 0.1%
-42961.72922	1	< 0.1%
-42943.57961	1	< 0.1%
-42934.08012	1	< 0.1%
-42916.26578	1	< 0.1%
-42912.24246	1	< 0.1%
-42906.69923	1	< 0.1%
-42899.81489	1	< 0.1%
-42899.72548	1	< 0.1%
-42894.71869	1	< 0.1%

Value	Count	Frequency (%)
8354.009194	1	< 0.1%
8353.495104	1	< 0.1%
8351.66226	1	< 0.1%
8346.543711	1	< 0.1%
8344.196778	1	< 0.1%
8343.816798	1	< 0.1%
8343.369763	1	< 0.1%
8342.989784	1	< 0.1%
8338.631193	1	< 0.1%
8337.267737	1	< 0.1%

EXG Channel 12
Real number (ℝ)

High correlation

Distinct	39370
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-13217.327

Minimum	-41435.53
Maximum	20883.749
Zeros	0
Zeros (%)	0.0%
Negative	28811
Negative (%)	70.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-41435.53
5-th percentile	-40748.683
Q1	-33132.997
median	-15975.596
Q3	15147.71
95-th percentile	19136.602
Maximum	20883.749
Range	62319.279
Interquartile range (IQR)	48280.707

Descriptive statistics

Standard deviation	22209.387
Coefficient of variation (CV)	-1.6803236
Kurtosis	-1.4042648
Mean	-13217.327
Median Absolute Deviation (MAD)	23321.385
Skewness	0.23293598
Sum	-5.440384 × 10⁸
Variance	4.9325687 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4886.76189	4	< 0.1%
-32926.9359	3	< 0.1%
-40677.40329	3	< 0.1%
16649.79209	3	< 0.1%
-39073.53152	3	< 0.1%
17957.41385	3	< 0.1%
-4979.231057	3	< 0.1%
-40265.77357	3	< 0.1%
-40583.25774	3	< 0.1%
-33034.38074	3	< 0.1%
Other values (39360)	41130	99.9%

Value	Count	Frequency (%)
-41435.52976	1	< 0.1%
-41435.3733	1	< 0.1%
-41381.46089	1	< 0.1%
-41369.86034	1	< 0.1%
-41369.68152	1	< 0.1%
-41359.7797	1	< 0.1%
-41356.69516	1	< 0.1%
-41351.59896	1	< 0.1%
-41339.2608	1	< 0.1%
-41332.53292	1	< 0.1%

Value	Count	Frequency (%)
20883.74893	1	< 0.1%
20872.86364	1	< 0.1%
20870.04732	1	< 0.1%
20867.07453	1	< 0.1%
20858.26795	1	< 0.1%
20840.61007	1	< 0.1%
20839.00074	1	< 0.1%
20826.55082	1	< 0.1%
20820.06881	1	< 0.1%
20811.79867	1	< 0.1%

EXG Channel 13
Real number (ℝ)

High correlation

Distinct	39088
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-25483.156

Minimum	-50958.312
Maximum	7179.9838
Zeros	0
Zeros (%)	0.0%
Negative	36563
Negative (%)	88.8%
Memory size	643.1 KiB

Quantile statistics

Minimum	-50958.312
5-th percentile	-50332.329
Q1	-34540.553
median	-26601.057
Q3	-13054.179
95-th percentile	1655.6161
Maximum	7179.9838
Range	58138.295
Interquartile range (IQR)	21486.374

Descriptive statistics

Standard deviation	17777.474
Coefficient of variation (CV)	-0.69761666
Kurtosis	-1.1046499
Mean	-25483.156
Median Absolute Deviation (MAD)	13484.45
Skewness	0.08118493
Sum	-1.0489122 × 10⁹
Variance	3.1603858 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-18506.4621	4	< 0.1%
-8339.391153	4	< 0.1%
-50245.84982	4	< 0.1%
-33754.24102	4	< 0.1%
-49860.52809	3	< 0.1%
-49769.98118	3	< 0.1%
-31131.28616	3	< 0.1%
-31259.20519	3	< 0.1%
-31081.64294	3	< 0.1%
-50094.32734	3	< 0.1%
Other values (39078)	41127	99.9%

Value	Count	Frequency (%)
-50958.31167	1	< 0.1%
-50952.96961	1	< 0.1%
-50943.58187	1	< 0.1%
-50934.68588	1	< 0.1%
-50904.35456	1	< 0.1%
-50895.83855	1	< 0.1%
-50888.84245	1	< 0.1%
-50887.5237	1	< 0.1%
-50887.50135	1	< 0.1%
-50883.38862	1	< 0.1%

Value	Count	Frequency (%)
7179.983816	1	< 0.1%
7179.536781	1	< 0.1%
7178.776822	1	< 0.1%
7176.273427	1	< 0.1%
7174.239418	1	< 0.1%
7172.183057	1	< 0.1%
7168.874999	1	< 0.1%
7167.757412	1	< 0.1%
7163.331767	1	< 0.1%
7163.063546	1	< 0.1%

EXG Channel 14
Real number (ℝ)

High correlation

Distinct	38507
Distinct (%)	93.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-32883.265

Minimum	-47824.575
Maximum	-11171.581
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-47824.575
5-th percentile	-47367.638
Q1	-43809.33
median	-36979.084
Q3	-15238.861
95-th percentile	-12689.421
Maximum	-11171.581
Range	36652.994
Interquartile range (IQR)	28570.469

Descriptive statistics

Standard deviation	12946.929
Coefficient of variation (CV)	-0.39372397
Kurtosis	-1.3275858
Mean	-32883.265
Median Absolute Deviation (MAD)	9705.7086
Skewness	0.47913158
Sum	-1.3535081 × 10⁹
Variance	1.6762298 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-11301.51138	5	< 0.1%
-32544.60931	4	< 0.1%
-11384.23519	4	< 0.1%
-47106.36849	4	< 0.1%
-14636.99515	4	< 0.1%
-14594.66095	4	< 0.1%
-47230.15246	4	< 0.1%
-38911.43667	4	< 0.1%
-47305.18726	4	< 0.1%
-32660.92779	4	< 0.1%
Other values (38497)	41120	99.9%

Value	Count	Frequency (%)
-47824.57475	1	< 0.1%
-47804.39112	1	< 0.1%
-47786.55443	1	< 0.1%
-47780.65357	1	< 0.1%
-47768.89655	1	< 0.1%
-47758.10066	1	< 0.1%
-47756.20076	1	< 0.1%
-47754.92671	1	< 0.1%
-47749.18231	1	< 0.1%
-47745.67309	1	< 0.1%

Value	Count	Frequency (%)
-11171.58069	1	< 0.1%
-11177.72742	1	< 0.1%
-11180.6108	1	< 0.1%
-11182.62245	1	< 0.1%
-11184.85763	1	< 0.1%
-11185.97522	1	< 0.1%
-11186.10933	1	< 0.1%
-11187.0481	1	< 0.1%
-11187.20456	1	< 0.1%
-11188.76918	1	< 0.1%

EXG Channel 15
Real number (ℝ)

High correlation

Distinct	40215
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-59707.855

Minimum	-76573.098
Maximum	-38054.292
Zeros	0
Zeros (%)	0.0%
Negative	41161
Negative (%)	100.0%
Memory size	643.1 KiB

Quantile statistics

Minimum	-76573.098
5-th percentile	-74355.693
Q1	-70588.843
median	-58326.251
Q3	-51148.078
95-th percentile	-40796.069
Maximum	-38054.292
Range	38518.806
Interquartile range (IQR)	19440.765

Descriptive statistics

Standard deviation	10861.801
Coefficient of variation (CV)	-0.18191577
Kurtosis	-1.1714978
Mean	-59707.855
Median Absolute Deviation (MAD)	9940.1784
Skewness	0.14541293
Sum	-2.457635 × 10⁹
Variance	1.1797871 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-51038.19681	4	< 0.1%
-50733.49783	3	< 0.1%
-74239.19579	3	< 0.1%
-51003.21633	3	< 0.1%
-74643.09181	3	< 0.1%
-57033.58287	3	< 0.1%
-51750.14457	3	< 0.1%
-69631.11545	3	< 0.1%
-59729.49382	3	< 0.1%
-51640.39751	3	< 0.1%
Other values (40205)	41130	99.9%

Value	Count	Frequency (%)
-76573.09789	1	< 0.1%
-76463.5967	1	< 0.1%
-76417.37329	1	< 0.1%
-76354.52018	1	< 0.1%
-76327.69809	1	< 0.1%
-76298.26084	1	< 0.1%
-76261.44752	1	< 0.1%
-76199.44378	1	< 0.1%
-76178.43314	1	< 0.1%
-76163.90451	1	< 0.1%

Value	Count	Frequency (%)
-38054.29197	1	< 0.1%
-38061.89156	1	< 0.1%
-38082.45517	1	< 0.1%
-38092.08877	1	< 0.1%
-38105.36571	1	< 0.1%
-38107.28796	1	< 0.1%
-38109.1208	1	< 0.1%
-38113.52409	1	< 0.1%
-38128.87974	1	< 0.1%
-38130.53377	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	0.585	0.578	0.841	0.625	0.811	0.841	0.890	0.372	0.956	0.756	0.933	0.712	0.788	0.620	0.784
EXG Channel 1	0.585	1.000	0.215	0.853	0.750	0.903	0.512	0.373	-0.212	0.604	0.324	0.689	0.112	0.843	0.747	0.646
EXG Channel 10	0.578	0.215	1.000	0.455	0.375	0.482	0.722	0.629	0.457	0.653	0.581	0.654	0.802	0.582	0.448	0.418
EXG Channel 11	0.841	0.853	0.455	1.000	0.898	0.974	0.687	0.650	-0.013	0.807	0.463	0.861	0.405	0.894	0.904	0.852
EXG Channel 12	0.625	0.750	0.375	0.898	1.000	0.859	0.519	0.405	-0.133	0.554	0.252	0.653	0.170	0.782	0.956	0.868
EXG Channel 13	0.811	0.903	0.482	0.974	0.859	1.000	0.708	0.652	0.034	0.824	0.529	0.868	0.431	0.936	0.858	0.826
EXG Channel 14	0.841	0.512	0.722	0.687	0.519	0.708	1.000	0.711	0.553	0.815	0.841	0.821	0.648	0.842	0.469	0.715
EXG Channel 15	0.890	0.373	0.629	0.650	0.405	0.652	0.711	1.000	0.418	0.934	0.698	0.860	0.876	0.590	0.452	0.534
EXG Channel 2	0.372	-0.212	0.457	-0.013	-0.133	0.034	0.553	0.418	1.000	0.360	0.754	0.195	0.597	0.210	-0.216	0.297
EXG Channel 3	0.956	0.604	0.653	0.807	0.554	0.824	0.815	0.934	0.360	1.000	0.774	0.956	0.801	0.800	0.581	0.686
EXG Channel 4	0.756	0.324	0.581	0.463	0.252	0.529	0.841	0.698	0.754	0.774	1.000	0.697	0.715	0.650	0.161	0.613
EXG Channel 5	0.933	0.689	0.654	0.861	0.653	0.868	0.821	0.860	0.195	0.956	0.697	1.000	0.693	0.842	0.674	0.703
EXG Channel 6	0.712	0.112	0.802	0.405	0.170	0.431	0.648	0.876	0.597	0.801	0.715	0.693	1.000	0.439	0.256	0.346
EXG Channel 7	0.788	0.843	0.582	0.894	0.782	0.936	0.842	0.590	0.210	0.800	0.650	0.842	0.439	1.000	0.743	0.825
EXG Channel 8	0.620	0.747	0.448	0.904	0.956	0.858	0.469	0.452	-0.216	0.581	0.161	0.674	0.256	0.743	1.000	0.761
EXG Channel 9	0.784	0.646	0.418	0.852	0.868	0.826	0.715	0.534	0.297	0.686	0.613	0.703	0.346	0.825	0.761	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
19772	27320.246675	16651.557881	-38704.168940	-22309.387900	-14591.352891	2291.232621	-34409.594167	-7489.667236	578.485498	-20790.296291	-31189.579509	8044.929271	7788.241838	7015.229108	-11251.801104	-44511.487426
19773	27018.587532	16524.778786	-38669.099053	-22203.977073	-15578.383574	1512.654306	-34371.506795	-7439.465218	453.092212	-20836.810271	-31250.778586	7918.105473	7627.510444	6619.223251	-11375.987396	-43849.205238
19774	27255.113692	16648.294526	-38638.611274	-22250.245184	-14647.098142	1745.917111	-34347.523373	-7424.646011	567.779013	-20744.139939	-31154.822547	8041.710620	7740.476160	6723.538843	-11270.911845	-45191.785120
19775	27175.429723	16578.512380	-38730.968682	-22276.329670	-15153.745133	2165.548762	-34431.275360	-7500.910163	500.544965	-20853.708190	-31260.859223	7968.329843	7730.037895	6978.259322	-11325.293639	-43689.524375
19776	27082.513521	16586.380194	-38633.246855	-22184.195779	-15274.601015	1287.862812	-34334.179382	-7405.356455	483.781157	-20758.757980	-31197.380268	7971.526143	7620.715513	6481.491802	-11358.195407	-44746.694833
19777	27330.886105	16662.599643	-38711.969699	-22300.178981	-14600.338292	2311.326839	-34415.159752	-7493.690550	568.069585	-20786.474143	-31192.820512	8055.948681	7786.498402	7037.938480	-11268.721374	-44511.688591
19778	27037.698273	16541.788464	-38673.658809	-22194.812857	-15591.280531	1550.987548	-34375.328943	-7440.225177	447.772497	-20831.334094	-31248.878687	7928.856662	7625.387028	6636.925833	-11382.827030	-43817.756333
19779	27267.295392	16663.158436	-38646.322625	-22246.601849	-14666.521807	1772.180411	-34352.910143	-7427.216462	562.883981	-20744.139939	-31155.560154	8046.449190	7730.060247	6729.707924	-11276.835057	-45163.197239
19780	27186.337374	16586.961339	-38731.728641	-22282.141123	-15150.861758	2196.260058	-34436.997406	-7507.839204	500.902593	-20863.006516	-31258.869917	7974.856552	7725.008753	6980.494497	-11333.072046	-43672.090014
19781	27086.782704	16593.264531	-38624.976709	-22190.901302	-15280.814800	1307.398237	-34337.666254	-7415.213575	493.370055	-20766.223462	-31191.635870	7971.772012	7624.001220	6467.276092	-11365.839704	-44720.029202

	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
153620	11706.681455	12080.447326	-47972.856220	-33128.056899	-12399.563181	-18120.849803	-43427.852503	-28270.218166	-15131.035761	-25794.740116	-36231.954245	-12803.459204	-4621.089056	-13000.221610	-22917.981198	-55946.349316
153621	11635.222928	12020.231726	-47952.180857	-32960.575278	-14064.455219	-19250.909299	-43568.914362	-28149.719912	-15252.763361	-25887.298690	-36476.415274	-12909.384121	-4745.789438	-13323.114910	-23387.658404	-55435.075514
153622	11702.121699	12094.238352	-47849.966329	-33035.855953	-13360.665841	-18739.970772	-43292.579745	-28181.414685	-15081.236074	-25720.018234	-36244.135945	-12734.682886	-4581.124137	-13099.463355	-23259.649963	-57009.420634
153623	11658.468742	12032.413427	-48034.658794	-33093.903434	-12820.290067	-18467.435952	-43597.234022	-28270.218166	-15252.383381	-25902.855504	-36376.748845	-12919.509461	-4725.806978	-13162.584682	-22988.612710	-54996.824860
153624	11651.740867	12055.681593	-47841.964405	-32949.846441	-14382.922874	-19447.381133	-43381.204412	-28103.407097	-15169.436058	-25792.281424	-36410.812904	-12811.729349	-4664.585550	-13321.818509	-23552.927202	-56660.398145
153625	11697.181964	12079.419146	-47981.059311	-33164.087911	-12394.310521	-18164.927443	-43429.215959	-28287.652527	-15129.873470	-25796.908235	-36238.100974	-12804.733253	-4613.869442	-13029.971782	-22916.081299	-55990.739881
153626	11628.606812	12020.209374	-47962.082680	-32990.928947	-14041.790550	-19266.555520	-43579.509089	-28162.549813	-15262.307556	-25908.465792	-36493.894338	-12930.975906	-4751.444429	-13364.108010	-23391.413497	-55424.100807
153627	11687.481306	12084.627102	-47862.840934	-33059.481747	-13369.695946	-18744.083493	-43299.777007	-28186.622642	-15066.975661	-25727.595476	-36248.248666	-12739.354401	-4570.484706	-13102.503193	-23267.763647	-57028.732542
153628	11644.700068	12021.505776	-48052.003747	-33113.885893	-12816.847899	-18429.214469	-43608.141674	-28283.763323	-15247.890681	-25926.213077	-36392.372715	-12939.268403	-4728.623298	-13167.814990	-22996.815800	-55003.440977
153629	11641.548472	12045.623308	-47846.591216	-32947.432452	-14399.194944	-19402.342367	-43382.992552	-28108.168019	-15166.552683	-25809.604026	-36423.262825	-12826.950887	-4666.954835	-13320.164480	-23566.427656	-56661.739249

Overview

Interactions

Correlations

Sample

Overview

Variables

Interactions

Correlations

Sample