NONE Data Profiling Report

Brought to you by YData

Dataset statistics

Number of variables	16
Number of observations	4524
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	565.6 KiB
Average record size in memory	128.0 B

Variable types

Numeric	16

Alerts

`-14030.123` is highly overall correlated with `-21681.281` and 6 other fields	High correlation
`-15586.721` is highly overall correlated with `-21681.281` and 5 other fields	High correlation
`-178412.72` is highly overall correlated with `-7324.242` and 1 other fields	High correlation
`-21681.281` is highly overall correlated with `-14030.123` and 10 other fields	High correlation
`-22810.537` is highly overall correlated with `-14030.123` and 8 other fields	High correlation
`-25910.32` is highly overall correlated with `-15586.721` and 2 other fields	High correlation
`-27168.545` is highly overall correlated with `-15586.721` and 5 other fields	High correlation
`-28179.135` is highly overall correlated with `-21681.281` and 6 other fields	High correlation
`-33106.8` is highly overall correlated with `-15586.721` and 5 other fields	High correlation
`-43919.77` is highly overall correlated with `-14030.123` and 8 other fields	High correlation
`-608.3251` is highly overall correlated with `-14030.123` and 7 other fields	High correlation
`-7324.242` is highly overall correlated with `-14030.123` and 7 other fields	High correlation
`-9204.046` is highly overall correlated with `-14030.123` and 7 other fields	High correlation
`4245.289` is highly overall correlated with `-21681.281` and 6 other fields	High correlation
`44924.234` is highly overall correlated with `-7324.242`	High correlation
`52221.945` is highly overall correlated with `-14030.123` and 5 other fields	High correlation

Reproduction

Analysis started	2025-04-24 11:02:42.261627
Analysis finished	2025-04-24 11:02:56.929832
Duration	14.67 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

44924.234
Real number (ℝ)

High correlation

Distinct	4313
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45364.235

Minimum	44718.98
Maximum	46145.49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	44718.98
5-th percentile	44891.461
Q1	45129.118
median	45372.209
Q3	45608.02
95-th percentile	45849.361
Maximum	46145.49
Range	1426.51
Interquartile range (IQR)	478.9015

Descriptive statistics

Standard deviation	304.24414
Coefficient of variation (CV)	0.0067066962
Kurtosis	-0.92143244
Mean	45364.235
Median Absolute Deviation (MAD)	239.7565
Skewness	0.034824747
Sum	2.052278 × 10⁸
Variance	92564.498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45597.18	3	0.1%
45265.367	3	0.1%
45463.67	3	0.1%
45390.156	3	0.1%
45257.387	3	0.1%
45429.453	3	0.1%
45571.875	3	0.1%
44925.13	3	0.1%
45149.34	2	< 0.1%
45689.96	2	< 0.1%
Other values (4303)	4496	99.4%

Value	Count	Frequency (%)
44718.98	1	< 0.1%
44726.086	1	< 0.1%
44745.51	1	< 0.1%
44748.46	1	< 0.1%
44754.965	1	< 0.1%
44755.703	1	< 0.1%
44757.6	1	< 0.1%
44760.17	1	< 0.1%
44762.117	1	< 0.1%
44762.14	1	< 0.1%

Value	Count	Frequency (%)
46145.49	1	< 0.1%
46140.906	1	< 0.1%
46140.773	1	< 0.1%
46138	1	< 0.1%
46135.92	1	< 0.1%
46130.445	1	< 0.1%
46124.188	1	< 0.1%
46112.832	1	< 0.1%
46111.336	1	< 0.1%
46111.203	1	< 0.1%

52221.945
Real number (ℝ)

High correlation

Distinct	4275
Distinct (%)	94.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51561.617

Minimum	50963.207
Maximum	52395.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	50963.207
5-th percentile	51049.777
Q1	51203.895
median	51355.637
Q3	52048.105
95-th percentile	52299.177
Maximum	52395.17
Range	1431.963
Interquartile range (IQR)	844.2095

Descriptive statistics

Standard deviation	437.46058
Coefficient of variation (CV)	0.0084842293
Kurtosis	-1.3046021
Mean	51561.617
Median Absolute Deviation (MAD)	245.2775
Skewness	0.52241711
Sum	2.3326476 × 10⁸
Variance	191371.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51067.277	3	0.1%
50982.004	3	0.1%
51190.86	3	0.1%
51257.133	3	0.1%
51217.836	3	0.1%
51196.223	3	0.1%
51257.02	3	0.1%
51254.81	3	0.1%
51020.137	3	0.1%
52355.586	3	0.1%
Other values (4265)	4494	99.3%

Value	Count	Frequency (%)
50963.207	1	< 0.1%
50970.383	1	< 0.1%
50979.86	1	< 0.1%
50980.863	1	< 0.1%
50982.004	3	0.1%
50982.16	1	< 0.1%
50982.61	1	< 0.1%
50983.21	1	< 0.1%
50984.016	1	< 0.1%
50984.844	1	< 0.1%

Value	Count	Frequency (%)
52395.17	1	< 0.1%
52393.72	1	< 0.1%
52393.316	1	< 0.1%
52385.918	1	< 0.1%
52382.387	1	< 0.1%
52381	1	< 0.1%
52377.38	1	< 0.1%
52376.64	1	< 0.1%
52375.746	1	< 0.1%
52375.523	1	< 0.1%

-33106.8
Real number (ℝ)

High correlation

Distinct	4340
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-33347.027

Minimum	-33955.184
Maximum	-32619.375
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-33955.184
5-th percentile	-33867.995
Q1	-33691.152
median	-33356.916
Q3	-33001.746
95-th percentile	-32839.686
Maximum	-32619.375
Range	1335.809
Interquartile range (IQR)	689.406

Descriptive statistics

Standard deviation	357.73677
Coefficient of variation (CV)	-0.010727696
Kurtosis	-1.3909788
Mean	-33347.027
Median Absolute Deviation (MAD)	346.6435
Skewness	0.0080302396
Sum	-1.5086195 × 10⁸
Variance	127975.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-33730.86	3	0.1%
-33420.773	3	0.1%
-33570.04	3	0.1%
-33064.465	3	0.1%
-33467.246	2	< 0.1%
-32818.17	2	< 0.1%
-33893.18	2	< 0.1%
-33455.914	2	< 0.1%
-33045.38	2	< 0.1%
-33387.316	2	< 0.1%
Other values (4330)	4500	99.5%

Value	Count	Frequency (%)
-33955.184	1	< 0.1%
-33950.4	1	< 0.1%
-33947.582	1	< 0.1%
-33946.02	1	< 0.1%
-33945.305	1	< 0.1%
-33943.383	1	< 0.1%
-33942.465	1	< 0.1%
-33938.105	1	< 0.1%
-33936.72	1	< 0.1%
-33936.297	1	< 0.1%

Value	Count	Frequency (%)
-32619.375	1	< 0.1%
-32622.908	1	< 0.1%
-32626.082	1	< 0.1%
-32633.658	1	< 0.1%
-32636.162	1	< 0.1%
-32637.906	1	< 0.1%
-32640.967	1	< 0.1%
-32657.709	1	< 0.1%
-32664.168	1	< 0.1%
-32668.594	1	< 0.1%

-22810.537
Real number (ℝ)

High correlation

Distinct	4007
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-22948.09

Minimum	-23261.482
Maximum	-22595.557
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-23261.482
5-th percentile	-23144.331
Q1	-23065.369
median	-22946.792
Q3	-22836.179
95-th percentile	-22754.079
Maximum	-22595.557
Range	665.925
Interquartile range (IQR)	229.19

Descriptive statistics

Standard deviation	130.50962
Coefficient of variation (CV)	-0.0056871671
Kurtosis	-1.020486
Mean	-22948.09
Median Absolute Deviation (MAD)	114.5295
Skewness	0.038883252
Sum	-1.0381716 × 10⁸
Variance	17032.762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-23049.857	4	0.1%
-22972.943	4	0.1%
-22780.271	3	0.1%
-22910.293	3	0.1%
-22939.371	3	0.1%
-22841.783	3	0.1%
-22779.535	3	0.1%
-23103.277	3	0.1%
-22863.6	3	0.1%
-23117.314	3	0.1%
Other values (3997)	4492	99.3%

Value	Count	Frequency (%)
-23261.482	1	< 0.1%
-23259.248	1	< 0.1%
-23253.928	1	< 0.1%
-23250.754	1	< 0.1%
-23245.502	1	< 0.1%
-23237.969	1	< 0.1%
-23231.643	1	< 0.1%
-23229.832	1	< 0.1%
-23229.564	1	< 0.1%
-23224.736	1	< 0.1%

Value	Count	Frequency (%)
-22595.557	1	< 0.1%
-22606.732	1	< 0.1%
-22607.47	1	< 0.1%
-22609.684	1	< 0.1%
-22616.926	1	< 0.1%
-22620.658	1	< 0.1%
-22622.871	1	< 0.1%
-22623.363	1	< 0.1%
-22626.94	1	< 0.1%
-22629.354	1	< 0.1%

-27168.545
Real number (ℝ)

High correlation

Distinct	4325
Distinct (%)	95.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-27651.263

Minimum	-28346.705
Maximum	-26897.105
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-28346.705
5-th percentile	-28266.386
Q1	-28093.087
median	-27648.438
Q3	-27202.62
95-th percentile	-27037.746
Maximum	-26897.105
Range	1449.6
Interquartile range (IQR)	890.46725

Descriptive statistics

Standard deviation	443.72052
Coefficient of variation (CV)	-0.016047025
Kurtosis	-1.4849703
Mean	-27651.263
Median Absolute Deviation (MAD)	445.7505
Skewness	-0.0021821132
Sum	-1.2509431 × 10⁸
Variance	196887.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-28255.6	3	0.1%
-27065.84	3	0.1%
-27037.72	3	0.1%
-27062.465	3	0.1%
-28269.48	3	0.1%
-28261.902	3	0.1%
-27086.76	3	0.1%
-27088.66	3	0.1%
-27071.65	3	0.1%
-27114.03	2	< 0.1%
Other values (4315)	4495	99.4%

Value	Count	Frequency (%)
-28346.705	1	< 0.1%
-28344.492	1	< 0.1%
-28342.28	1	< 0.1%
-28329.941	1	< 0.1%
-28329.875	1	< 0.1%
-28327.818	1	< 0.1%
-28327.64	1	< 0.1%
-28327.238	1	< 0.1%
-28326.12	1	< 0.1%
-28325.74	1	< 0.1%

Value	Count	Frequency (%)
-26897.105	1	< 0.1%
-26911.41	1	< 0.1%
-26914.629	1	< 0.1%
-26923.75	1	< 0.1%
-26926.03	1	< 0.1%
-26927.93	1	< 0.1%
-26929.896	1	< 0.1%
-26932.443	1	< 0.1%
-26932.98	1	< 0.1%
-26933.248	1	< 0.1%

-178412.72
Real number (ℝ)

High correlation

Distinct	573
Distinct (%)	12.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-186177.25

Minimum	-187500.02
Maximum	-170982.08
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-187500.02
5-th percentile	-187500.02
Q1	-187500.02
median	-187500.02
Q3	-187500.02
95-th percentile	-175684.81
Maximum	-170982.08
Range	16517.94
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3745.3616
Coefficient of variation (CV)	-0.020117182
Kurtosis	5.9792745
Mean	-186177.25
Median Absolute Deviation (MAD)	0
Skewness	2.7158081
Sum	-8.4226587 × 10⁸
Variance	14027734
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-187500.02	3952	87.4%
-174779.8	1	< 0.1%
-173221.73	1	< 0.1%
-173241.8	1	< 0.1%
-174324.55	1	< 0.1%
-172948.12	1	< 0.1%
-174463.84	1	< 0.1%
-173720.8	1	< 0.1%
-173698.56	1	< 0.1%
-174771.62	1	< 0.1%
Other values (563)	563	12.4%

Value	Count	Frequency (%)
-187500.02	3952	87.4%
-187454.56	1	< 0.1%
-187418.12	1	< 0.1%
-187317.97	1	< 0.1%
-187304.58	1	< 0.1%
-187295.45	1	< 0.1%
-187284.78	1	< 0.1%
-187273.2	1	< 0.1%
-187263.08	1	< 0.1%
-187212.84	1	< 0.1%

Value	Count	Frequency (%)
-170982.08	1	< 0.1%
-171041.14	1	< 0.1%
-171104.1	1	< 0.1%
-171112.78	1	< 0.1%
-171278.94	1	< 0.1%
-171290.31	1	< 0.1%
-171382.11	1	< 0.1%
-171436.5	1	< 0.1%
-171439.38	1	< 0.1%
-171455.77	1	< 0.1%

-28179.135
Real number (ℝ)

High correlation

Distinct	4085
Distinct (%)	90.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-28280.194

Minimum	-28573.42
Maximum	-27920.033
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-28573.42
5-th percentile	-28480.655
Q1	-28386.922
median	-28283.417
Q3	-28175.598
95-th percentile	-28074.48
Maximum	-27920.033
Range	653.387
Interquartile range (IQR)	211.324

Descriptive statistics

Standard deviation	129.37533
Coefficient of variation (CV)	-0.0045747679
Kurtosis	-0.96185725
Mean	-28280.194
Median Absolute Deviation (MAD)	105.914
Skewness	0.042014917
Sum	-1.279396 × 10⁸
Variance	16737.975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-28291.117	4	0.1%
-28366.957	3	0.1%
-28246.547	3	0.1%
-28317.582	3	0.1%
-28189.283	3	0.1%
-28195.25	3	0.1%
-28138.611	3	0.1%
-28193.262	3	0.1%
-28326.434	3	0.1%
-28339.018	3	0.1%
Other values (4075)	4493	99.3%

Value	Count	Frequency (%)
-28573.42	1	< 0.1%
-28558.623	1	< 0.1%
-28551.201	1	< 0.1%
-28550.979	1	< 0.1%
-28550.195	1	< 0.1%
-28547.738	1	< 0.1%
-28545.19	1	< 0.1%
-28543.781	1	< 0.1%
-28542.955	1	< 0.1%
-28542.418	1	< 0.1%

Value	Count	Frequency (%)
-27920.033	1	< 0.1%
-27956.87	1	< 0.1%
-27958.59	1	< 0.1%
-27959.082	1	< 0.1%
-27962.412	1	< 0.1%
-27968.648	1	< 0.1%
-27968.783	1	< 0.1%
-27969.877	1	< 0.1%
-27974.258	1	< 0.1%
-27982.775	1	< 0.1%

-25910.32
Real number (ℝ)

High correlation

Distinct	3956
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-25905.439

Minimum	-26152.48
Maximum	-25630.701
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-26152.48
5-th percentile	-26062.861
Q1	-25984.255
median	-25908.544
Q3	-25826.66
95-th percentile	-25742.802
Maximum	-25630.701
Range	521.779
Interquartile range (IQR)	157.59525

Descriptive statistics

Standard deviation	100.70653
Coefficient of variation (CV)	-0.0038874669
Kurtosis	-0.80663657
Mean	-25905.439
Median Absolute Deviation (MAD)	79.248
Skewness	0.038265628
Sum	-1.1719621 × 10⁸
Variance	10141.806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-25832.604	4	0.1%
-25952.79	4	0.1%
-25971.273	4	0.1%
-25871.988	4	0.1%
-25881.219	4	0.1%
-25965.62	4	0.1%
-25796.305	3	0.1%
-25945.19	3	0.1%
-25868.658	3	0.1%
-26005.025	3	0.1%
Other values (3946)	4488	99.2%

Value	Count	Frequency (%)
-26152.48	1	< 0.1%
-26141.305	1	< 0.1%
-26141.281	1	< 0.1%
-26138.777	1	< 0.1%
-26136.81	1	< 0.1%
-26135.85	1	< 0.1%
-26133.48	1	< 0.1%
-26132.81	1	< 0.1%
-26132.072	1	< 0.1%
-26130.62	1	< 0.1%

Value	Count	Frequency (%)
-25630.701	1	< 0.1%
-25632.734	1	< 0.1%
-25638.547	1	< 0.1%
-25642.412	1	< 0.1%
-25644.559	1	< 0.1%
-25647.152	1	< 0.1%
-25651.645	1	< 0.1%
-25651.912	1	< 0.1%
-25660.562	1	< 0.1%
-25661.95	1	< 0.1%

-7324.242
Real number (ℝ)

High correlation

Distinct	4298
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8066.2796

Minimum	-8603.544
Maximum	-7270.0615
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-8603.544
5-th percentile	-8483.6739
Q1	-8306.7295
median	-8149.5579
Q3	-7817.2043
95-th percentile	-7433.5071
Maximum	-7270.0615
Range	1333.4825
Interquartile range (IQR)	489.52517

Descriptive statistics

Standard deviation	320.86704
Coefficient of variation (CV)	-0.039778815
Kurtosis	-0.59686046
Mean	-8066.2796
Median Absolute Deviation (MAD)	185.6091
Skewness	0.68429394
Sum	-36491849
Variance	102955.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-8276.963	3	0.1%
-8313.173	3	0.1%
-7658.3784	3	0.1%
-8235.59	3	0.1%
-8180.8057	3	0.1%
-8264.558	3	0.1%
-7649.6387	3	0.1%
-8201.973	2	< 0.1%
-8102.9097	2	< 0.1%
-8529.962	2	< 0.1%
Other values (4288)	4497	99.4%

Value	Count	Frequency (%)
-8603.544	1	< 0.1%
-8600.549	1	< 0.1%
-8594.536	1	< 0.1%
-8594.269	1	< 0.1%
-8588.971	1	< 0.1%
-8587.474	1	< 0.1%
-8586.646	1	< 0.1%
-8580.768	1	< 0.1%
-8580.433	1	< 0.1%
-8580.298	1	< 0.1%

Value	Count	Frequency (%)
-7270.0615	1	< 0.1%
-7274.621	1	< 0.1%
-7275.1797	1	< 0.1%
-7276.007	1	< 0.1%
-7277.281	1	< 0.1%
-7278.868	1	< 0.1%
-7279.382	1	< 0.1%
-7279.695	1	< 0.1%
-7283.0254	1	< 0.1%
-7283.316	1	< 0.1%

-14030.123
Real number (ℝ)

High correlation

Distinct	4113
Distinct (%)	90.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-14280.897

Minimum	-14625.082
Maximum	-13938.928
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-14625.082
5-th percentile	-14514.102
Q1	-14401.905
median	-14282.217
Q3	-14180.562
95-th percentile	-14021.616
Maximum	-13938.928
Range	686.154
Interquartile range (IQR)	221.343

Descriptive statistics

Standard deviation	150.23438
Coefficient of variation (CV)	-0.010519954
Kurtosis	-0.74026388
Mean	-14280.897
Median Absolute Deviation (MAD)	110.1715
Skewness	0.11474159
Sum	-64606780
Variance	22570.368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-14241.525	4	0.1%
-14351.005	4	0.1%
-14349.239	4	0.1%
-14377.29	3	0.1%
-14199.84	3	0.1%
-14323.937	3	0.1%
-14198.61	3	0.1%
-14343.896	3	0.1%
-14261.486	3	0.1%
-14233.256	3	0.1%
Other values (4103)	4491	99.3%

Value	Count	Frequency (%)
-14625.082	1	< 0.1%
-14615.917	1	< 0.1%
-14604.429	1	< 0.1%
-14603.848	1	< 0.1%
-14602.528	1	< 0.1%
-14601.1875	1	< 0.1%
-14600.941	1	< 0.1%
-14600.808	1	< 0.1%
-14599.958	1	< 0.1%
-14599.668	1	< 0.1%

Value	Count	Frequency (%)
-13938.928	1	< 0.1%
-13944.158	1	< 0.1%
-13944.672	1	< 0.1%
-13945.209	1	< 0.1%
-13947.466	2	< 0.1%
-13947.578	1	< 0.1%
-13947.891	1	< 0.1%
-13947.913	1	< 0.1%
-13948.182	1	< 0.1%
-13948.428	1	< 0.1%

4245.289
Real number (ℝ)

High correlation

Distinct	4452
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5945.0026

Minimum	3537.141
Maximum	8359.374
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	3537.141
5-th percentile	3794.383
Q1	4415.3972
median	5942.4795
Q3	7481.3468
95-th percentile	8115.2055
Maximum	8359.374
Range	4822.233
Interquartile range (IQR)	3065.9496

Descriptive statistics

Standard deviation	1545.801
Coefficient of variation (CV)	0.26001687
Kurtosis	-1.495183
Mean	5945.0026
Median Absolute Deviation (MAD)	1534.5365
Skewness	-0.00048194522
Sum	26895192
Variance	2389500.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7993.766	3	0.1%
6202.9893	3	0.1%
7793.852	2	< 0.1%
4187.912	2	< 0.1%
3805.9656	2	< 0.1%
7853.844	2	< 0.1%
3888.4658	2	< 0.1%
7340.425	2	< 0.1%
3875.2783	2	< 0.1%
6370.1577	2	< 0.1%
Other values (4442)	4502	99.5%

Value	Count	Frequency (%)
3537.141	1	< 0.1%
3540.2705	1	< 0.1%
3558.5989	1	< 0.1%
3559.0237	1	< 0.1%
3561.773	1	< 0.1%
3561.9517	1	< 0.1%
3566.355	1	< 0.1%
3571.9875	1	< 0.1%
3572.6804	1	< 0.1%
3573.4404	1	< 0.1%

Value	Count	Frequency (%)
8359.374	1	< 0.1%
8354.747	1	< 0.1%
8345.046	1	< 0.1%
8337.67	1	< 0.1%
8335.301	1	< 0.1%
8334.697	1	< 0.1%
8326.628	1	< 0.1%
8322.493	1	< 0.1%
8321.354	1	< 0.1%
8319.677	1	< 0.1%

-608.3251
Real number (ℝ)

High correlation

Distinct	4152
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-810.93888

Minimum	-1298.2787
Maximum	-398.4422
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-1298.2787
5-th percentile	-1093.6318
Q1	-927.7371
median	-805.7133
Q3	-687.07027
95-th percentile	-537.4868
Maximum	-398.4422
Range	899.8365
Interquartile range (IQR)	240.66683

Descriptive statistics

Standard deviation	171.12662
Coefficient of variation (CV)	-0.21102283
Kurtosis	-0.56168701
Mean	-810.93888
Median Absolute Deviation (MAD)	120.85587
Skewness	-0.052896011
Sum	-3668687.5
Variance	29284.319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-782.0875	4	0.1%
-849.478	4	0.1%
-782.2216	3	0.1%
-752.1362	3	0.1%
-939.35443	3	0.1%
-660.2705	3	0.1%
-899.92596	3	0.1%
-936.60516	3	0.1%
-847.5781	3	0.1%
-700.88367	3	0.1%
Other values (4142)	4492	99.3%

Value	Count	Frequency (%)
-1298.2787	1	< 0.1%
-1293.1602	1	< 0.1%
-1279.928	1	< 0.1%
-1278.0728	1	< 0.1%
-1277.7822	1	< 0.1%
-1275.3905	1	< 0.1%
-1265.7123	1	< 0.1%
-1264.997	1	< 0.1%
-1264.4158	1	< 0.1%
-1253.2177	1	< 0.1%

Value	Count	Frequency (%)
-398.4422	1	< 0.1%
-401.7726	1	< 0.1%
-402.1526	1	< 0.1%
-405.30417	1	< 0.1%
-405.41595	1	< 0.1%
-409.52866	1	< 0.1%
-409.90863	1	< 0.1%
-411.20505	1	< 0.1%
-411.47327	1	< 0.1%
-411.7862	1	< 0.1%

-15586.721
Real number (ℝ)

High correlation

Distinct	4224
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-15924.393

Minimum	-16394.4
Maximum	-15387.5
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-16394.4
5-th percentile	-16279.907
Q1	-16118.558
median	-15913.336
Q3	-15762.573
95-th percentile	-15523.617
Maximum	-15387.5
Range	1006.9
Interquartile range (IQR)	355.98525

Descriptive statistics

Standard deviation	231.38102
Coefficient of variation (CV)	-0.014529974
Kurtosis	-0.78380414
Mean	-15924.393
Median Absolute Deviation (MAD)	175.953
Skewness	0.089379461
Sum	-72041952
Variance	53537.175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-15816.8545	3	0.1%
-15958.676	3	0.1%
-16099.716	3	0.1%
-15803.398	3	0.1%
-15505.227	3	0.1%
-15852.572	3	0.1%
-16216.347	3	0.1%
-15928.613	3	0.1%
-15766.451	3	0.1%
-15657.129	3	0.1%
Other values (4214)	4494	99.3%

Value	Count	Frequency (%)
-16394.4	1	< 0.1%
-16391.652	1	< 0.1%
-16388.768	1	< 0.1%
-16386.713	1	< 0.1%
-16384.723	1	< 0.1%
-16383.337	1	< 0.1%
-16381.75	1	< 0.1%
-16381.169	1	< 0.1%
-16378.554	1	< 0.1%
-16378.084	1	< 0.1%

Value	Count	Frequency (%)
-15387.5	1	< 0.1%
-15388.863	1	< 0.1%
-15389.601	1	< 0.1%
-15390.227	1	< 0.1%
-15392.887	1	< 0.1%
-15394.026	1	< 0.1%
-15394.16	1	< 0.1%
-15395.188	1	< 0.1%
-15395.301	1	< 0.1%
-15395.726	1	< 0.1%

-9204.046
Real number (ℝ)

High correlation

Distinct	4056
Distinct (%)	89.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-9480.8882

Minimum	-9787.091
Maximum	-9167.031
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-9787.091
5-th percentile	-9694.7439
Q1	-9580.193
median	-9481.2855
Q3	-9386.4028
95-th percentile	-9255.4182
Maximum	-9167.031
Range	620.06
Interquartile range (IQR)	193.79025

Descriptive statistics

Standard deviation	133.41925
Coefficient of variation (CV)	-0.014072443
Kurtosis	-0.6720182
Mean	-9480.8882
Median Absolute Deviation (MAD)	97.8555
Skewness	0.013135365
Sum	-42891538
Variance	17800.698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-9537.937	5	0.1%
-9490.417	4	0.1%
-9671.712	4	0.1%
-9623.052	4	0.1%
-9531.052	4	0.1%
-9463.125	4	0.1%
-9465.896	3	0.1%
-9493.546	3	0.1%
-9351.009	3	0.1%
-9422.758	3	0.1%
Other values (4046)	4487	99.2%

Value	Count	Frequency (%)
-9787.091	1	< 0.1%
-9785.906	1	< 0.1%
-9784.253	1	< 0.1%
-9779.671	1	< 0.1%
-9778.776	1	< 0.1%
-9778.6875	1	< 0.1%
-9777.547	1	< 0.1%
-9777.078	1	< 0.1%
-9775.491	1	< 0.1%
-9774.954	1	< 0.1%

Value	Count	Frequency (%)
-9167.031	1	< 0.1%
-9179.481	1	< 0.1%
-9181.918	1	< 0.1%
-9181.963	1	< 0.1%
-9183.594	1	< 0.1%
-9184.689	1	< 0.1%
-9187.036	1	< 0.1%
-9187.685	1	< 0.1%
-9187.818	1	< 0.1%
-9188.154	1	< 0.1%

-21681.281
Real number (ℝ)

High correlation

Distinct	3932
Distinct (%)	86.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-21921.227

Minimum	-22149.887
Maximum	-21670.531
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-22149.887
5-th percentile	-22080.51
Q1	-22002.599
median	-21922.747
Q3	-21844.785
95-th percentile	-21753.264
Maximum	-21670.531
Range	479.356
Interquartile range (IQR)	157.81425

Descriptive statistics

Standard deviation	101.73873
Coefficient of variation (CV)	-0.0046411058
Kurtosis	-0.80055312
Mean	-21921.227
Median Absolute Deviation (MAD)	79.014
Skewness	0.087842928
Sum	-99171630
Variance	10350.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-21867.83	4	0.1%
-21947.96	4	0.1%
-22018.592	4	0.1%
-21846.64	3	0.1%
-21851.355	3	0.1%
-21833.117	3	0.1%
-21877.373	3	0.1%
-21882.871	3	0.1%
-21814.99	3	0.1%
-21842.059	3	0.1%
Other values (3922)	4491	99.3%

Value	Count	Frequency (%)
-22149.887	1	< 0.1%
-22133.682	1	< 0.1%
-22131.893	1	< 0.1%
-22127.914	1	< 0.1%
-22127.893	1	< 0.1%
-22125.076	1	< 0.1%
-22123.488	1	< 0.1%
-22123.31	1	< 0.1%
-22122.46	1	< 0.1%
-22122.26	1	< 0.1%

Value	Count	Frequency (%)
-21670.531	1	< 0.1%
-21670.799	1	< 0.1%
-21672.61	1	< 0.1%
-21672.81	1	< 0.1%
-21673.547	1	< 0.1%
-21675.068	1	< 0.1%
-21675.291	1	< 0.1%
-21678.71	1	< 0.1%
-21681.146	1	< 0.1%
-21681.506	1	< 0.1%

-43919.77
Real number (ℝ)

High correlation

Distinct	4420
Distinct (%)	97.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-42604.058

Minimum	-43987.07
Maximum	-41074.305
Zeros	0
Zeros (%)	0.0%
Negative	4524
Negative (%)	100.0%
Memory size	35.5 KiB

Quantile statistics

Minimum	-43987.07
5-th percentile	-43861.4
Q1	-43512.795
median	-42595.842
Q3	-41696.787
95-th percentile	-41336.286
Maximum	-41074.305
Range	2912.765
Interquartile range (IQR)	1816.0078

Descriptive statistics

Standard deviation	908.39443
Coefficient of variation (CV)	-0.021321782
Kurtosis	-1.4770378
Mean	-42604.058
Median Absolute Deviation (MAD)	906.7985
Skewness	0.0013198866
Sum	-1.9274076 × 10⁸
Variance	825180.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-41522.926	3	0.1%
-43798.31	3	0.1%
-41874.785	3	0.1%
-43797.082	3	0.1%
-42661.277	2	< 0.1%
-43796.21	2	< 0.1%
-43806.56	2	< 0.1%
-41354.996	2	< 0.1%
-43848.47	2	< 0.1%
-41441.566	2	< 0.1%
Other values (4410)	4500	99.5%

Value	Count	Frequency (%)
-43987.07	1	< 0.1%
-43977.438	1	< 0.1%
-43976.99	2	< 0.1%
-43974.598	1	< 0.1%
-43973.547	1	< 0.1%
-43973.324	1	< 0.1%
-43972.586	1	< 0.1%
-43972.406	1	< 0.1%
-43971.984	1	< 0.1%
-43971.715	2	< 0.1%

Value	Count	Frequency (%)
-41074.305	1	< 0.1%
-41077.05	1	< 0.1%
-41079.42	1	< 0.1%
-41082.55	1	< 0.1%
-41082.82	1	< 0.1%
-41088.855	1	< 0.1%
-41091.516	1	< 0.1%
-41093.48	1	< 0.1%
-41109.26	1	< 0.1%
-41121.086	1	< 0.1%

	-14030.123	-15586.721	-178412.72	-21681.281	-22810.537	-25910.32	-27168.545	-28179.135	-33106.8	-43919.77	-608.3251	-7324.242	-9204.046	4245.289	44924.234	52221.945
-14030.123	1.000	0.408	0.431	0.807	0.642	0.085	0.401	0.401	0.251	-0.596	0.937	0.765	0.935	-0.482	-0.076	0.778
-15586.721	0.408	1.000	0.379	0.567	0.250	-0.788	0.607	-0.084	0.622	-0.170	0.238	0.529	0.364	0.321	-0.254	0.501
-178412.72	0.431	0.379	1.000	0.342	-0.039	-0.155	0.002	-0.166	-0.092	-0.038	0.280	0.558	0.387	-0.015	-0.319	0.550
-21681.281	0.807	0.567	0.342	1.000	0.826	-0.013	0.789	0.647	0.646	-0.818	0.703	0.607	0.842	-0.511	-0.050	0.470
-22810.537	0.642	0.250	-0.039	0.826	1.000	0.270	0.821	0.907	0.726	-0.867	0.641	0.237	0.675	-0.609	0.213	0.118
-25910.32	0.085	-0.788	-0.155	-0.013	0.270	1.000	-0.216	0.538	-0.314	-0.295	0.227	-0.247	0.139	-0.681	0.295	-0.246
-27168.545	0.401	0.607	0.002	0.789	0.821	-0.216	1.000	0.681	0.961	-0.712	0.310	0.198	0.441	-0.234	0.125	0.014
-28179.135	0.401	-0.084	-0.166	0.647	0.907	0.538	0.681	1.000	0.582	-0.846	0.424	-0.006	0.464	-0.727	0.346	-0.177
-33106.8	0.251	0.622	-0.092	0.646	0.726	-0.314	0.961	0.582	1.000	-0.538	0.159	0.026	0.252	-0.027	0.227	-0.095
-43919.77	-0.596	-0.170	-0.038	-0.818	-0.867	-0.295	-0.712	-0.846	-0.538	1.000	-0.564	-0.425	-0.713	0.823	0.010	-0.139
-608.3251	0.937	0.238	0.280	0.703	0.641	0.227	0.310	0.424	0.159	-0.564	1.000	0.654	0.929	-0.532	-0.149	0.698
-7324.242	0.765	0.529	0.558	0.607	0.237	-0.247	0.198	-0.006	0.026	-0.425	0.654	1.000	0.782	-0.332	-0.504	0.835
-9204.046	0.935	0.364	0.387	0.842	0.675	0.139	0.441	0.464	0.252	-0.713	0.929	0.782	1.000	-0.620	-0.279	0.702
4245.289	-0.482	0.321	-0.015	-0.511	-0.609	-0.681	-0.234	-0.727	-0.027	0.823	-0.532	-0.332	-0.620	1.000	0.039	-0.091
44924.234	-0.076	-0.254	-0.319	-0.050	0.213	0.295	0.125	0.346	0.227	0.010	-0.149	-0.504	-0.279	0.039	1.000	-0.401
52221.945	0.778	0.501	0.550	0.470	0.118	-0.246	0.014	-0.177	-0.095	-0.139	0.698	0.835	0.702	-0.091	-0.401	1.000

	44924.234	52221.945	-33106.8	-22810.537	-27168.545	-178412.72	-28179.135	-25910.32	-7324.242	-14030.123	4245.289	-608.3251	-15586.721	-9204.046	-21681.281	-43919.77
0	44885.992	52183.523	-33497.754	-23094.984	-27868.290	-177641.73	-28482.402	-26038.979	-7551.9614	-14249.818	7849.5527	-857.52466	-15568.594	-9446.183	-21876.926	-41672.750
1	44929.890	52226.550	-33666.620	-22933.783	-27839.701	-178995.10	-28269.928	-25825.115	-7377.0590	-14080.392	4052.2595	-641.38330	-15850.628	-9265.155	-21794.783	-43240.723
2	44948.710	52224.582	-33014.645	-22914.360	-27194.920	-177550.02	-28326.635	-26045.549	-7409.5137	-14115.171	6638.5800	-728.62220	-15395.188	-9324.924	-21740.648	-42946.730
3	44919.340	52219.844	-33906.164	-23106.965	-28270.598	-178583.48	-28459.940	-25915.037	-7512.9800	-14212.401	6304.4440	-784.23330	-15853.958	-9413.840	-21912.600	-41839.760
4	44979.332	52268.190	-33113.240	-22811.006	-27184.773	-178465.25	-28195.004	-25914.121	-7296.9507	-14003.569	4248.9100	-584.18520	-15591.817	-9208.069	-21689.148	-43921.380
5	44939.008	52226.617	-33495.273	-23094.940	-27873.988	-177729.66	-28494.451	-26039.960	-7532.5600	-14228.227	7871.7925	-839.77740	-15574.449	-9449.982	-21882.000	-41675.920
6	44970.950	52271.117	-33671.203	-22932.957	-27861.404	-179137.44	-28282.646	-25829.252	-7367.4478	-14061.505	4079.6404	-624.55240	-15862.676	-9263.367	-21809.088	-43221.970
7	44979.355	52253.060	-33012.207	-22916.371	-27193.893	-177735.27	-28326.477	-26041.951	-7399.9030	-14103.771	6623.4253	-715.05460	-15399.056	-9320.007	-21754.037	-42958.400
8	44946.027	52241.234	-33901.875	-23113.380	-28268.676	-178765.30	-28448.541	-25907.818	-7512.8460	-14212.849	6344.5425	-787.98840	-15847.968	-9414.510	-21916.734	-41827.715
9	45003.360	52284.440	-33112.387	-22823.590	-27180.168	-178619.67	-28183.873	-25917.630	-7296.0786	-14005.402	4241.8690	-589.01320	-15582.340	-9214.082	-21691.027	-43927.055

	44924.234	52221.945	-33106.8	-22810.537	-27168.545	-178412.72	-28179.135	-25910.32	-7324.242	-14030.123	4245.289	-608.3251	-15586.721	-9204.046	-21681.281	-43919.77
4514	46097.703	51647.484	-33561.120	-22840.018	-28052.557	-187500.02	-28161.030	-25677.639	-8418.2705	-14108.153	5359.7470	-531.25630	-16265.678	-9426.289	-21948.742	-42113.258
4515	46145.490	51681.950	-32636.162	-22609.684	-26926.030	-187500.02	-28019.074	-25810.543	-8293.3470	-13991.298	5669.3633	-454.63450	-15781.069	-9319.270	-21771.940	-43328.680
4516	46089.273	51639.145	-33457.074	-22927.705	-28058.280	-187500.02	-28300.594	-25807.748	-8520.7090	-14205.025	7882.5215	-661.52220	-16049.514	-9536.886	-21999.660	-41082.550
4517	46130.445	51685.684	-33064.465	-22634.740	-27348.299	-187500.02	-27982.775	-25669.549	-8284.7640	-13974.534	4032.1428	-402.15260	-16090.663	-9291.308	-21806.988	-43488.066
4518	46111.203	51656.960	-32867.300	-22790.555	-27347.113	-187500.02	-28196.055	-25883.387	-8440.3760	-14140.585	8054.4062	-618.98690	-15757.332	-9472.223	-21889.152	-41844.453
4519	46089.723	51654.055	-33571.047	-22828.730	-28053.340	-187500.02	-28161.790	-25669.549	-8422.5840	-14117.183	5372.6665	-534.85490	-16270.685	-9426.065	-21946.977	-42108.832
4520	46138.000	51690.758	-32640.967	-22595.557	-26933.248	-187500.02	-28018.002	-25800.977	-8296.7440	-13992.639	5653.7397	-453.78513	-15791.888	-9316.319	-21770.420	-43329.305
4521	46090.035	51647.863	-33463.200	-22928.174	-28066.885	-187500.02	-28303.590	-25806.900	-8526.4080	-14201.472	7896.4470	-662.79626	-16061.427	-9534.852	-22003.012	-41074.305
4522	46140.906	51687.960	-33078.348	-22642.920	-27367.342	-187500.02	-27997.236	-25675.896	-8296.4760	-13976.188	4024.0068	-405.30417	-16105.817	-9300.538	-21810.898	-43479.910
4523	46124.188	51652.560	-32871.773	-22804.322	-27352.121	-187500.02	-28203.453	-25897.736	-8454.6140	-14144.072	8029.3276	-620.73030	-15771.234	-9479.866	-21898.965	-41851.227

Overview

Interactions

Correlations

Sample

Overview

Variables

Interactions

Correlations

Sample