574_house

Dataset statistics

Number of variables	17
Number of observations	22784
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	3.0 MiB
Average record size in memory	136.0 B

Variable types

NUM	17

Reproduction

Analysis started	2020-08-25 00:07:29.178701
Analysis finished	2020-08-25 00:08:16.355286
Duration	47.18 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`H8p2` is highly correlated with `P6p2`	High correlation
`P6p2` is highly correlated with `H8p2`	High correlation
`P1` is highly skewed (γ1 = 72.74990425)	Skewed
`P6p2` has 7396 (32.5%) zeros	Zeros
`P15p3` has 12845 (56.4%) zeros	Zeros
`P18p2` has 7465 (32.8%) zeros	Zeros
`P27p4` has 1646 (7.2%) zeros	Zeros
`H8p2` has 9203 (40.4%) zeros	Zeros
`H18pA` has 1690 (7.4%) zeros	Zeros
`H40p4` has 4159 (18.3%) zeros	Zeros

P1
Real number (ℝ_≥0)

SKEWED

Distinct count	8832
Unique (%)	38.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7808.669197682584
Minimum	2.0
Maximum	7322564.0
Zeros	0
Zeros (%)	0.0%
Memory size	178.1 KiB

Quantile statistics

Minimum	2
5-th percentile	105.15
Q1	427
median	1345.5
Q3	4518.25
95-th percentile	27355.5
Maximum	7322564
Range	7322562
Interquartile range (IQR)	4091.25

Descriptive statistics

Standard deviation	65872.42358
Coefficient of variation (CV)	8.435806654
Kurtosis	7201.555806
Mean	7808.669198
Median Absolute Deviation (MAD)	1124.5
Skewness	72.74990425
Sum	177912719
Variance	4339176188

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
257	28	0.1%
148	26	0.1%
170	25	0.1%
88	24	0.1%
160	24	0.1%
132	24	0.1%
192	24	0.1%
201	24	0.1%
161	24	0.1%
211	24	0.1%
171	24	0.1%
103	23	0.1%
277	23	0.1%
106	23	0.1%
167	23	0.1%
135	23	0.1%
69	22	0.1%
177	22	0.1%
261	22	0.1%
128	22	0.1%
250	22	0.1%
388	22	0.1%
152	22	0.1%
252	21	0.1%
181	21	0.1%
Other values (8807)	22202	97.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
4	3	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	7	< 0.1%
8	6	< 0.1%
9	5	< 0.1%
10	5	< 0.1%
11	6	< 0.1%
12	5	< 0.1%

Value	Count	Frequency (%)
7322564	1	< 0.1%
3485398	1	< 0.1%
2783726	1	< 0.1%
1630553	1	< 0.1%
1585577	1	< 0.1%
1110549	1	< 0.1%
1027974	1	< 0.1%
1006877	1	< 0.1%
983403	1	< 0.1%
935933	1	< 0.1%

P5p1
Real number (ℝ_≥0)

Distinct count	17504
Unique (%)	76.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4822970738096864
Minimum	0.125
Maximum	0.9230769276618958
Zeros	0
Zeros (%)	0.0%
Memory size	178.1 KiB

Quantile statistics

Minimum	0.125
5-th percentile	0.4412661374
Q1	0.4646464884
median	0.4803964496
Q3	0.496039778
95-th percentile	0.5277843267
Maximum	0.9230769277
Range	0.7980769277
Interquartile range (IQR)	0.03139328957

Descriptive statistics

Standard deviation	0.03187648397
Coefficient of variation (CV)	0.06609304866
Kurtosis	18.88334107
Mean	0.4822970738
Median Absolute Deviation (MAD)	0.01569356024
Skewness	2.129056379
Sum	10988.65653
Variance	0.00101611023

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.5	269	1.2%
0.4615384936	43	0.2%
0.4545454979	39	0.2%
0.4705882072	29	0.1%
0.4666666985	29	0.1%
0.4736841917	29	0.1%
0.4761905074	28	0.1%
0.4444443882	28	0.1%
0.4782609046	27	0.1%
0.5384615064	26	0.1%
0.4799999893	26	0.1%
0.4827586114	25	0.1%
0.4864864945	24	0.1%
0.4814814925	24	0.1%
0.4848484993	21	0.1%
0.5454545021	20	0.1%
0.5263158083	19	0.1%
0.4878048897	17	0.1%
0.4893617034	17	0.1%
0.5217391253	17	0.1%
0.4745762944	16	0.1%
0.4927535951	16	0.1%
0.571428597	16	0.1%
0.4791666865	16	0.1%
0.5116279125	16	0.1%
Other values (17479)	21947	96.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.125	1	< 0.1%
0.2328967005	1	< 0.1%
0.2857142985	1	< 0.1%
0.3000000119	1	< 0.1%
0.3043478131	1	< 0.1%
0.3125	1	< 0.1%
0.3157894909	1	< 0.1%
0.321428597	1	< 0.1%
0.3217228055	1	< 0.1%
0.3243243098	1	< 0.1%

Value	Count	Frequency (%)
0.9230769277	1	< 0.1%
0.8957049251	1	< 0.1%
0.8595438004	1	< 0.1%
0.8553845882	1	< 0.1%
0.8437417746	1	< 0.1%
0.8401998281	1	< 0.1%
0.8395161033	1	< 0.1%
0.8202884793	1	< 0.1%
0.810634315	1	< 0.1%
0.8077244759	1	< 0.1%

P6p2
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	13683
Unique (%)	60.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.06398179686538481
Minimum	0.0
Maximum	1.0
Zeros	7396
Zeros (%)	32.5%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.003412999911
Q3	0.03337647673
95-th percentile	0.4076047897
Maximum	1
Range	1
Interquartile range (IQR)	0.03337647673

Descriptive statistics

Standard deviation	0.1509207313
Coefficient of variation (CV)	2.358807329
Kurtosis	12.17111977
Mean	0.06398179687
Median Absolute Deviation (MAD)	0.003412999911
Skewness	3.341307395
Sum	1457.76126
Variance	0.02277706715

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	7396	32.5%
0.005882400088	8	< 0.1%
0.0149253998	7	< 0.1%
0.002577299951	7	< 0.1%
0.002493799897	7	< 0.1%
0.005586599931	7	< 0.1%
0.007299299818	7	< 0.1%
0.001776200021	6	< 0.1%
0.005780300125	6	< 0.1%
0.003952600062	6	< 0.1%
0.003636399982	6	< 0.1%
0.002202600008	6	< 0.1%
0.006535899825	6	< 0.1%
0.001322799944	6	< 0.1%
0.003745299997	6	< 0.1%
0.005555599928	6	< 0.1%
0.01818180084	6	< 0.1%
0.005847999826	6	< 0.1%
0.006711400114	6	< 0.1%
0.002114200033	6	< 0.1%
0.005714300089	6	< 0.1%
0.003787900088	6	< 0.1%
0.002499999944	6	< 0.1%
0.002227199962	6	< 0.1%
0.003246800043	5	< 0.1%
Other values (13658)	15238	66.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7396	32.5%
8.869999874e-05	1	< 0.1%
0.0001129000011	1	< 0.1%
0.0001149000018	1	< 0.1%
0.000123699996	1	< 0.1%
0.0001409999968	1	< 0.1%
0.0001524999971	1	< 0.1%
0.000172	1	< 0.1%
0.0001725000038	1	< 0.1%
0.0001733999961	1	< 0.1%

Value	Count	Frequency (%)
1	4	< 0.1%
0.9988802075	1	< 0.1%
0.998134315	1	< 0.1%
0.9980843067	1	< 0.1%
0.9968354106	1	< 0.1%
0.9961075783	1	< 0.1%
0.9960938096	1	< 0.1%
0.995949626	1	< 0.1%
0.9955036044	1	< 0.1%
0.9943181872	1	< 0.1%

P11p4
Real number (ℝ_≥0)

Distinct count	19220
Unique (%)	84.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.16390027116572742
Minimum	0.0
Maximum	0.9172546267509459
Zeros	52
Zeros (%)	0.2%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05307673067
Q1	0.1120690033
median	0.1554845497
Q3	0.203595981
95-th percentile	0.2995924905
Maximum	0.9172546268
Range	0.9172546268
Interquartile range (IQR)	0.09152697772

Descriptive statistics

Standard deviation	0.08046110529
Coefficient of variation (CV)	0.4909150224
Kurtosis	7.675715032
Mean	0.1639002712
Median Absolute Deviation (MAD)	0.04567230493
Skewness	1.57150182
Sum	3734.303778
Variance	0.006473989465

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	52	0.2%
0.1666667014	48	0.2%
0.200000003	40	0.2%
0.1428571045	36	0.2%
0.1875	28	0.1%
0.25	28	0.1%
0.125	25	0.1%
0.1818182021	23	0.1%
0.1538462043	22	0.1%
0.111111097	21	0.1%
0.2222221941	18	0.1%
0.1000000015	18	0.1%
0.2142857015	18	0.1%
0.1333332956	17	0.1%
0.1578947008	16	0.1%
0.2272727042	16	0.1%
0.1176470965	16	0.1%
0.3333333135	16	0.1%
0.173913002	15	0.1%
0.09090910107	15	0.1%
0.2105263025	14	0.1%
0.2857142985	14	0.1%
0.1764705926	13	0.1%
0.1363635957	13	0.1%
0.1052632034	13	0.1%
Other values (19195)	22229	97.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	52	0.2%
0.0003040999873	1	< 0.1%
0.000381299993	1	< 0.1%
0.0004183000128	1	< 0.1%
0.0004714000097	1	< 0.1%
0.0005083999713	1	< 0.1%
0.0005781999789	1	< 0.1%
0.0005823000101	1	< 0.1%
0.0005906000151	1	< 0.1%
0.0006039	1	< 0.1%

Value	Count	Frequency (%)
0.9172546268	1	< 0.1%
0.9070984125	1	< 0.1%
0.9000620842	1	< 0.1%
0.8847007155	1	< 0.1%
0.881850183	1	< 0.1%
0.8616970181	1	< 0.1%
0.8585237265	1	< 0.1%
0.857504189	1	< 0.1%
0.8484265804	1	< 0.1%
0.8456959128	1	< 0.1%

P14p9
Real number (ℝ_≥0)

Distinct count	16168
Unique (%)	71.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1215380034732334
Minimum	0.0
Maximum	0.511871874332428
Zeros	166
Zeros (%)	0.7%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.03846149892
Q1	0.08123607747
median	0.1171268523
Q3	0.1567568034
95-th percentile	0.217948705
Maximum	0.5118718743
Range	0.5118718743
Interquartile range (IQR)	0.07552072592

Descriptive statistics

Standard deviation	0.05668667532
Coefficient of variation (CV)	0.4664111117
Kurtosis	1.46557418
Mean	0.1215380035
Median Absolute Deviation (MAD)	0.03766135126
Skewness	0.6612348052
Sum	2769.121871
Variance	0.003213379159

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	166	0.7%
0.1666667014	84	0.4%
0.1428571045	75	0.3%
0.111111097	74	0.3%
0.125	67	0.3%
0.1000000015	66	0.3%
0.08333329856	65	0.3%
0.200000003	58	0.3%
0.09090910107	55	0.2%
0.1818182021	46	0.2%
0.07692310214	43	0.2%
0.1538462043	43	0.2%
0.07142859697	41	0.2%
0.1176470965	40	0.2%
0.1333332956	38	0.2%
0.1363635957	34	0.1%
0.1481481045	31	0.1%
0.1199999973	28	0.1%
0.1034483016	28	0.1%
0.06666669995	28	0.1%
0.1052632034	27	0.1%
0.1578947008	27	0.1%
0.08695650101	27	0.1%
0.0625	26	0.1%
0.150000006	24	0.1%
Other values (16143)	21543	94.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	166	0.7%
0.0006776999799	1	< 0.1%
0.0007143000257	1	< 0.1%
0.0007251999923	1	< 0.1%
0.0007835000288	1	< 0.1%
0.0008190000081	1	< 0.1%
0.0008562000003	1	< 0.1%
0.0008829999715	1	< 0.1%
0.0009866999462	1	< 0.1%
0.001147200004	1	< 0.1%

Value	Count	Frequency (%)
0.5118718743	1	< 0.1%
0.5027922988	1	< 0.1%
0.501960814	1	< 0.1%
0.5	2	< 0.1%
0.4697856009	1	< 0.1%
0.4696387053	1	< 0.1%
0.4543462098	1	< 0.1%
0.4518828094	1	< 0.1%
0.4496124089	1	< 0.1%
0.4411765039	1	< 0.1%

P15p1
Real number (ℝ_≥0)

Distinct count	18753
Unique (%)	82.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.8510756941876515
Minimum	0.05415619909763336
Maximum	1.0
Zeros	0
Zeros (%)	0.0%
Memory size	178.1 KiB

Quantile statistics

Minimum	0.0541561991
5-th percentile	0.7267086327
Q1	0.8196857423
median	0.863645196
Q3	0.8996568769
95-th percentile	0.9431818128
Maximum	1
Range	0.9458438009
Interquartile range (IQR)	0.07997113466

Descriptive statistics

Standard deviation	0.07945483462
Coefficient of variation (CV)	0.0933581292
Kurtosis	13.43940247
Mean	0.8510756942
Median Absolute Deviation (MAD)	0.03924578428
Skewness	-2.598855058
Sum	19390.90862
Variance	0.006313070745

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.8571429253	55	0.2%
0.875	49	0.2%
0.9090908766	46	0.2%
0.8333333135	41	0.2%
0.8888888955	41	0.2%
0.8999999762	38	0.2%
1	37	0.2%
0.8823528886	29	0.1%
0.8947368264	28	0.1%
0.8000000119	27	0.1%
0.8666666746	25	0.1%
0.9166666865	24	0.1%
0.9230769277	21	0.1%
0.8461537957	20	0.1%
0.913043499	20	0.1%
0.8181818128	20	0.1%
0.8846154213	20	0.1%
0.842105329	17	0.1%
0.9200000167	17	0.1%
0.75	17	0.1%
0.8500000238	17	0.1%
0.8125	16	0.1%
0.9259259105	15	0.1%
0.9375	15	0.1%
0.928571403	13	0.1%
Other values (18728)	22116	97.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0541561991	1	< 0.1%
0.07692310214	1	< 0.1%
0.1206405014	1	< 0.1%
0.1222411022	1	< 0.1%
0.1248760968	1	< 0.1%
0.1311102957	1	< 0.1%
0.1423487961	1	< 0.1%
0.1492754072	1	< 0.1%
0.1511334926	1	< 0.1%
0.1583938003	1	< 0.1%

Value	Count	Frequency (%)
1	37	0.2%
0.9969440103	1	< 0.1%
0.9959266782	1	< 0.1%
0.9940305948	1	< 0.1%
0.9932075143	1	< 0.1%
0.9928519726	1	< 0.1%
0.992603004	1	< 0.1%
0.9922178984	1	< 0.1%
0.9920424223	1	< 0.1%
0.9920017719	1	< 0.1%

P15p3
Real number (ℝ_≥0)

ZEROS

Distinct count	9655
Unique (%)	42.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.020486980948239118
Minimum	0.0
Maximum	0.9433249235153198
Zeros	12845
Zeros (%)	56.4%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01919567492
95-th percentile	0.08904488012
Maximum	0.9433249235
Range	0.9433249235
Interquartile range (IQR)	0.01919567492

Descriptive statistics

Standard deviation	0.05766605886
Coefficient of variation (CV)	2.814766071
Kurtosis	61.68812318
Mean	0.02048698095
Median Absolute Deviation (MAD)	0
Skewness	6.730058227
Sum	466.7753739
Variance	0.003325374345

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	12845	56.4%
0.04545449838	5	< 0.1%
0.01010099985	4	< 0.1%
0.015625	4	< 0.1%
0.07999999821	4	< 0.1%
0.01673639938	3	< 0.1%
0.002155200113	3	< 0.1%
0.0123974001	3	< 0.1%
0.06896550208	3	< 0.1%
0.008546999656	3	< 0.1%
0.0147059001	3	< 0.1%
0.01298699994	3	< 0.1%
0.02614380047	3	< 0.1%
0.02717389911	3	< 0.1%
0.01234569959	3	< 0.1%
0.02666670084	3	< 0.1%
0.06216220185	3	< 0.1%
0.04166670144	3	< 0.1%
0.01818180084	3	< 0.1%
0.05555560067	3	< 0.1%
0.05058370158	3	< 0.1%
0.02702699974	3	< 0.1%
0.02631580085	3	< 0.1%
0.03225810081	3	< 0.1%
0.02439020015	3	< 0.1%
Other values (9630)	9862	43.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12845	56.4%
3.12000011e-05	1	< 0.1%
3.569999899e-05	1	< 0.1%
3.740000102e-05	1	< 0.1%
4.999999874e-05	1	< 0.1%
5.249999958e-05	1	< 0.1%
5.819999933e-05	1	< 0.1%
6.250000297e-05	1	< 0.1%
7.349999942e-05	1	< 0.1%
7.819999882e-05	1	< 0.1%

Value	Count	Frequency (%)
0.9433249235	1	< 0.1%
0.8513380289	1	< 0.1%
0.8505942225	1	< 0.1%
0.8461537957	1	< 0.1%
0.8403514028	1	< 0.1%
0.8317545056	1	< 0.1%
0.8303534985	1	< 0.1%
0.8291814923	1	< 0.1%
0.7738839984	1	< 0.1%
0.7729089856	1	< 0.1%

P16p2
Real number (ℝ_≥0)

Distinct count	15570
Unique (%)	68.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.716130718410936
Minimum	0.2337023019790649
Maximum	1.0
Zeros	0
Zeros (%)	0.0%
Memory size	178.1 KiB

Quantile statistics

Minimum	0.233702302
5-th percentile	0.5800441563
Q1	0.6622828692
median	0.7142856717
Q3	0.7710386366
95-th percentile	0.8604651093
Maximum	1
Range	0.766297698
Interquartile range (IQR)	0.1087557673

Descriptive statistics

Standard deviation	0.08726447653
Coefficient of variation (CV)	0.1218555137
Kurtosis	1.085519526
Mean	0.7161307184
Median Absolute Deviation (MAD)	0.05420303345
Skewness	-0.1347583095
Sum	16316.32229
Variance	0.007615088865

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.75	159	0.7%
0.6666666865	147	0.6%
0.8000000119	97	0.4%
0.7142856717	81	0.4%
0.6999999881	65	0.3%
0.777777791	60	0.3%
0.7272726893	56	0.2%
0.6000000238	47	0.2%
0.8333333135	46	0.2%
1	40	0.2%
0.7333332896	40	0.2%
0.6923077106	38	0.2%
0.769230783	37	0.2%
0.5	36	0.2%
0.6875	34	0.1%
0.7619047761	34	0.1%
0.625	34	0.1%
0.6363636255	33	0.1%
0.7857143283	33	0.1%
0.647058785	32	0.1%
0.7058823705	31	0.1%
0.722222209	31	0.1%
0.8181818128	29	0.1%
0.7083333135	27	0.1%
0.6842104793	27	0.1%
Other values (15545)	21490	94.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.233702302	1	< 0.1%
0.2369077057	1	< 0.1%
0.2455487996	1	< 0.1%
0.25	1	< 0.1%
0.2577987015	1	< 0.1%
0.259837687	1	< 0.1%
0.2805084884	1	< 0.1%
0.2903226018	1	< 0.1%
0.3000000119	1	< 0.1%
0.3084416091	1	< 0.1%

Value	Count	Frequency (%)
1	40	0.2%
0.9959893227	1	< 0.1%
0.9959099889	1	< 0.1%
0.9958158731	1	< 0.1%
0.9949749112	1	< 0.1%
0.993055582	1	< 0.1%
0.9927746058	1	< 0.1%
0.9925168157	1	< 0.1%
0.9925094247	1	< 0.1%
0.9923912883	1	< 0.1%

P18p2
Real number (ℝ_≥0)

ZEROS

Distinct count	8070
Unique (%)	35.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0035891179591230407
Minimum	0.0
Maximum	0.125
Zeros	7465
Zeros (%)	32.8%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.002590700053
Q3	0.00500742509
95-th percentile	0.01119400002
Maximum	0.125
Range	0.125
Interquartile range (IQR)	0.00500742509

Descriptive statistics

Standard deviation	0.005100382716
Coefficient of variation (CV)	1.421068567
Kurtosis	59.2553331
Mean	0.003589117959
Median Absolute Deviation (MAD)	0.002590700053
Skewness	5.377760542
Sum	81.77446358
Variance	2.601390385e-05

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	7465	32.8%
0.006211199798	25	0.1%
0.005987999961	25	0.1%
0.00847459957	25	0.1%
0.005747099873	24	0.1%
0.004464299884	24	0.1%
0.005714300089	22	0.1%
0.005882400088	22	0.1%
0.007873999886	22	0.1%
0.01315790042	21	0.1%
0.004975100048	20	0.1%
0.00438599987	20	0.1%
0.007633599918	20	0.1%
0.01149430033	20	0.1%
0.009523799643	20	0.1%
0.003703699913	20	0.1%
0.008771900088	20	0.1%
0.005102000199	19	0.1%
0.003773600096	19	0.1%
0.004651200026	19	0.1%
0.01020410005	19	0.1%
0.006535899825	19	0.1%
0.0064102998	19	0.1%
0.006172799971	19	0.1%
0.004950500093	19	0.1%
Other values (8045)	14817	65.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7465	32.8%
0.0001200999977	1	< 0.1%
0.0001270999928	1	< 0.1%
0.0001729999931	1	< 0.1%
0.0001810999966	1	< 0.1%
0.0002112999937	1	< 0.1%
0.0002155999973	1	< 0.1%
0.0002283999929	1	< 0.1%
0.0002716000017	1	< 0.1%
0.000278099993	1	< 0.1%

Value	Count	Frequency (%)
0.125	1	< 0.1%
0.09090910107	1	< 0.1%
0.08695650101	1	< 0.1%
0.08333329856	1	< 0.1%
0.07692310214	2	< 0.1%
0.07142859697	6	< 0.1%
0.06818179786	1	< 0.1%
0.06666669995	6	< 0.1%
0.0625	3	< 0.1%
0.06153849885	1	< 0.1%

P27p4
Real number (ℝ_≥0)

ZEROS

Distinct count	12052
Unique (%)	52.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03326251108898959
Minimum	0.0
Maximum	0.7057356834411621
Zeros	1646
Zeros (%)	7.2%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01626019925
median	0.02752289921
Q3	0.04282660037
95-th percentile	0.07933909968
Maximum	0.7057356834
Range	0.7057356834
Interquartile range (IQR)	0.02656640112

Descriptive statistics

Standard deviation	0.02956721658
Coefficient of variation (CV)	0.8889051251
Kurtosis	39.79832113
Mean	0.03326251109
Median Absolute Deviation (MAD)	0.01281699911
Skewness	4.063705153
Sum	757.8530527
Variance	0.0008742202963

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1646	7.2%
0.02857140079	59	0.3%
0.03030299954	59	0.3%
0.03846149892	58	0.3%
0.02272729948	58	0.3%
0.03571429849	56	0.2%
0.0204082001	55	0.2%
0.02631580085	52	0.2%
0.03225810081	52	0.2%
0.04166670144	51	0.2%
0.02325580083	51	0.2%
0.02439020015	50	0.2%
0.02777780034	50	0.2%
0.01999999955	49	0.2%
0.03703700006	49	0.2%
0.02380950004	49	0.2%
0.02500000037	48	0.2%
0.0256409999	48	0.2%
0.02127660066	47	0.2%
0.04761900008	47	0.2%
0.02941180021	47	0.2%
0.02702699974	46	0.2%
0.01639340073	45	0.2%
0.01960779913	45	0.2%
0.03125	44	0.2%
Other values (12027)	19923	87.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1646	7.2%
0.0004846999946	1	< 0.1%
0.0004989000154	1	< 0.1%
0.0006565999938	1	< 0.1%
0.0006916000275	1	< 0.1%
0.0007192000048	1	< 0.1%
0.0007207000162	1	< 0.1%
0.0007395999855	1	< 0.1%
0.0008298999746	1	< 0.1%
0.0008452999755	1	< 0.1%

Value	Count	Frequency (%)
0.7057356834	1	< 0.1%
0.5672079921	1	< 0.1%
0.5	2	< 0.1%
0.4005303085	1	< 0.1%
0.3905192018	1	< 0.1%
0.3636364043	1	< 0.1%
0.3628318906	1	< 0.1%
0.3571428955	1	< 0.1%
0.3530369103	1	< 0.1%
0.3421927094	1	< 0.1%

H2p2
Real number (ℝ_≥0)

Distinct count	15662
Unique (%)	68.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.11052673970146551
Minimum	0.0
Maximum	0.97517728805542
Zeros	115
Zeros (%)	0.5%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.02314910581
Q1	0.04930317588
median	0.08117934689
Q3	0.1314298995
95-th percentile	0.2999416471
Maximum	0.9751772881
Range	0.9751772881
Interquartile range (IQR)	0.0821267236

Descriptive statistics

Standard deviation	0.1059248315
Coefficient of variation (CV)	0.9583638475
Kurtosis	14.16592441
Mean	0.1105267397
Median Absolute Deviation (MAD)	0.03747584671
Skewness	3.190150268
Sum	2518.241237
Variance	0.01122006993

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	115	0.5%
0.125	65	0.3%
0.1000000015	63	0.3%
0.111111097	58	0.3%
0.1666667014	54	0.2%
0.1428571045	54	0.2%
0.07692310214	53	0.2%
0.200000003	47	0.2%
0.09090910107	45	0.2%
0.08333329856	40	0.2%
0.25	40	0.2%
0.06666669995	37	0.2%
0.07142859697	37	0.2%
0.0625	36	0.2%
0.05882349983	35	0.2%
0.05263160169	34	0.1%
0.05000000075	30	0.1%
0.04347829893	29	0.1%
0.1052632034	29	0.1%
0.1333332956	27	0.1%
0.1176470965	26	0.1%
0.05555560067	26	0.1%
0.06896550208	25	0.1%
0.04545449838	25	0.1%
0.07407409698	24	0.1%
Other values (15637)	21730	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	115	0.5%
0.002840900095	1	< 0.1%
0.003636399982	1	< 0.1%
0.004010700155	1	< 0.1%
0.00438599987	1	< 0.1%
0.004405300133	1	< 0.1%
0.004494400229	1	< 0.1%
0.004629599862	1	< 0.1%
0.004833499901	1	< 0.1%
0.004999999888	1	< 0.1%

Value	Count	Frequency (%)
0.9751772881	2	< 0.1%
0.9601328969	1	< 0.1%
0.959785521	1	< 0.1%
0.9522417188	1	< 0.1%
0.944444418	1	< 0.1%
0.9403669834	1	< 0.1%
0.9334415793	1	< 0.1%
0.9276366234	1	< 0.1%
0.9262018204	1	< 0.1%
0.920619607	1	< 0.1%

H8p2
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	10941
Unique (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.057436858867208555
Minimum	0.0
Maximum	1.0
Zeros	9203
Zeros (%)	40.4%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.002538099885
Q3	0.02992774919
95-th percentile	0.3594396457
Maximum	1
Range	1
Interquartile range (IQR)	0.02992774919

Descriptive statistics

Standard deviation	0.1398113667
Coefficient of variation (CV)	2.434175013
Kurtosis	14.83941661
Mean	0.05743685887
Median Absolute Deviation (MAD)	0.002538099885
Skewness	3.605640596
Sum	1308.641392
Variance	0.01954721825

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	9203	40.4%
0.5	12	0.1%
0.01030930039	11	< 0.1%
0.00523559982	11	< 0.1%
0.25	10	< 0.1%
0.0142857004	10	< 0.1%
1	10	< 0.1%
0.01999999955	10	< 0.1%
0.005882400088	10	< 0.1%
0.00408159988	10	< 0.1%
0.02857140079	10	< 0.1%
0.04545449838	10	< 0.1%
0.02439020015	9	< 0.1%
0.01515149977	9	< 0.1%
0.01408450026	9	< 0.1%
0.002036700025	9	< 0.1%
0.03225810081	9	< 0.1%
0.003322300036	9	< 0.1%
0.0256409999	9	< 0.1%
0.03030299954	9	< 0.1%
0.003333299886	8	< 0.1%
0.008928599767	8	< 0.1%
0.01219510008	8	< 0.1%
0.01063830033	8	< 0.1%
0.003717500018	8	< 0.1%
Other values (10916)	13355	58.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9203	40.4%
0.0001090000005	1	< 0.1%
0.0002055999939	1	< 0.1%
0.0002080999984	1	< 0.1%
0.0002093999938	1	< 0.1%
0.0002271999983	1	< 0.1%
0.0002290999983	1	< 0.1%
0.0002306999959	1	< 0.1%
0.0002326999966	1	< 0.1%
0.0002385999978	1	< 0.1%

Value	Count	Frequency (%)
1	10	< 0.1%
0.9992861748	1	< 0.1%
0.9972066879	1	< 0.1%
0.997118175	1	< 0.1%
0.9969879985	1	< 0.1%
0.9966102242	1	< 0.1%
0.9963369966	1	< 0.1%
0.9950371981	1	< 0.1%
0.9942921996	1	< 0.1%
0.9940298796	1	< 0.1%

H10p1
Real number (ℝ_≥0)

Distinct count	10855
Unique (%)	47.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9670449511162117
Minimum	0.003257300006225705
Maximum	1.0
Zeros	0
Zeros (%)	0.0%
Memory size	178.1 KiB

Quantile statistics

Minimum	0.003257300006
5-th percentile	0.8544050813
Q1	0.9814099371
median	0.9941002727
Q3	1
95-th percentile	1
Maximum	1
Range	0.9967427
Interquartile range (IQR)	0.01859006286

Descriptive statistics

Standard deviation	0.09995253026
Coefficient of variation (CV)	0.103358722
Kurtosis	39.88856481
Mean	0.9670449511
Median Absolute Deviation (MAD)	0.005899727345
Skewness	-5.87302657
Sum	22033.15217
Variance	0.009990508306

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	6209	27.3%
0.9821429253	28	0.1%
0.9818181992	27	0.1%
0.9932885766	21	0.1%
0.9922481179	20	0.1%
0.9863014221	20	0.1%
0.9918032885	20	0.1%
0.9912281036	20	0.1%
0.9885057211	20	0.1%
0.989690721	20	0.1%
0.9852941036	20	0.1%
0.9876543283	19	0.1%
0.9926471114	19	0.1%
0.9939393997	19	0.1%
0.9918699265	19	0.1%
0.9898989797	19	0.1%
0.992125988	19	0.1%
0.9861111045	19	0.1%
0.9857143164	18	0.1%
0.9873418212	18	0.1%
0.9841269851	18	0.1%
0.9924811721	18	0.1%
0.9944443703	17	0.1%
0.9880952239	17	0.1%
0.9900990129	17	0.1%
Other values (10830)	16103	70.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.003257300006	1	< 0.1%
0.005464499816	1	< 0.1%
0.00657889992	1	< 0.1%
0.009732400067	1	< 0.1%
0.01544400025	1	< 0.1%
0.01596809924	1	< 0.1%
0.0166666992	1	< 0.1%
0.0201613009	1	< 0.1%
0.02127660066	1	< 0.1%
0.02236419916	1	< 0.1%

Value	Count	Frequency (%)
1	6209	27.3%
0.9996448755	1	< 0.1%
0.999548912	1	< 0.1%
0.9995363951	1	< 0.1%
0.9995344877	1	< 0.1%
0.9995269775	1	< 0.1%
0.999509573	1	< 0.1%
0.9994969964	1	< 0.1%
0.9994937181	1	< 0.1%
0.9994661212	1	< 0.1%

H13p1
Real number (ℝ_≥0)

Distinct count	17097
Unique (%)	75.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3049927985171666
Minimum	0.0
Maximum	1.0
Zeros	64
Zeros (%)	0.3%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0.09931724742
Q1	0.2216733545
median	0.2997999489
Q3	0.375
95-th percentile	0.5292501569
Maximum	1
Range	1
Interquartile range (IQR)	0.1533266455

Descriptive statistics

Standard deviation	0.1339977874
Coefficient of variation (CV)	0.4393473816
Kurtosis	2.303983759
Mean	0.3049927985
Median Absolute Deviation (MAD)	0.07646214962
Skewness	0.8013778743
Sum	6948.955921
Variance	0.01795540704

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.3333333135	104	0.5%
0.25	79	0.3%
0	64	0.3%
0.200000003	53	0.2%
0.2857142985	50	0.2%
0.400000006	44	0.2%
0.1666667014	36	0.2%
0.2727273107	33	0.1%
0.5	33	0.1%
0.2222221941	29	0.1%
0.3076922894	28	0.1%
0.3571428955	27	0.1%
0.375	26	0.1%
0.1818182021	26	0.1%
0.2142857015	25	0.1%
0.277777791	25	0.1%
0.125	24	0.1%
0.2666667104	23	0.1%
0.3000000119	23	0.1%
0.2307692021	21	0.1%
0.428571403	20	0.1%
0.2380951941	20	0.1%
0.3529411852	20	0.1%
0.2800000012	19	0.1%
0.1875	19	0.1%
Other values (17072)	21913	96.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	64	0.3%
0.001398600056	1	< 0.1%
0.002680999925	1	< 0.1%
0.003289500019	1	< 0.1%
0.003412999911	1	< 0.1%
0.003444300033	1	< 0.1%
0.003773600096	1	< 0.1%
0.003861000063	1	< 0.1%
0.003891099943	1	< 0.1%
0.004261400085	1	< 0.1%

Value	Count	Frequency (%)
1	4	< 0.1%
0.990476191	1	< 0.1%
0.989690721	1	< 0.1%
0.985915482	1	< 0.1%
0.9811320901	1	< 0.1%
0.980769217	1	< 0.1%
0.9787234068	1	< 0.1%
0.9756097794	1	< 0.1%
0.9746835232	1	< 0.1%
0.972222209	2	< 0.1%

H18pA
Real number (ℝ_≥0)

ZEROS

Distinct count	9063
Unique (%)	39.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.10737667608737722
Minimum	0.0
Maximum	1.0
Zeros	1690
Zeros (%)	7.4%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.05277039856
median	0.08695650101
Q3	0.1379310042
95-th percentile	0.2727273107
Maximum	1
Range	1
Interquartile range (IQR)	0.08516060561

Descriptive statistics

Standard deviation	0.09006532502
Coefficient of variation (CV)	0.8387792238
Kurtosis	14.01317319
Mean	0.1073766761
Median Absolute Deviation (MAD)	0.03981849924
Skewness	2.614052862
Sum	2446.470188
Variance	0.008111762771

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	1690	7.4%
0.1666667014	245	1.1%
0.1428571045	243	1.1%
0.111111097	230	1.0%
0.125	220	1.0%
0.200000003	209	0.9%
0.25	200	0.9%
0.1000000015	185	0.8%
0.09090910107	182	0.8%
0.08333329856	174	0.8%
0.07692310214	166	0.7%
0.3333333135	164	0.7%
0.07142859697	142	0.6%
0.06666669995	140	0.6%
0.0625	121	0.5%
0.1818182021	101	0.4%
0.05882349983	101	0.4%
0.1333332956	99	0.4%
0.1176470965	90	0.4%
0.05263160169	90	0.4%
0.1538462043	88	0.4%
0.05555560067	86	0.4%
0.5	85	0.4%
0.04347829893	84	0.4%
0.09523809701	81	0.4%
Other values (9038)	17568	77.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1690	7.4%
0.0008605999756	1	< 0.1%
0.00115539995	1	< 0.1%
0.001779400045	1	< 0.1%
0.001949300058	1	< 0.1%
0.0023697	1	< 0.1%
0.002504700096	1	< 0.1%
0.002506300109	1	< 0.1%
0.002967400011	1	< 0.1%
0.003336099908	1	< 0.1%

Value	Count	Frequency (%)
1	23	0.1%
0.875	1	< 0.1%
0.75	3	< 0.1%
0.7142856717	1	< 0.1%
0.6999999881	1	< 0.1%
0.6880000234	1	< 0.1%
0.6842104793	1	< 0.1%
0.6774194241	1	< 0.1%
0.6666666865	7	< 0.1%
0.65200001	1	< 0.1%

H40p4
Real number (ℝ_≥0)

ZEROS

Distinct count	2421
Unique (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4916256467710881
Minimum	0.0
Maximum	1.0
Zeros	4159
Zeros (%)	18.3%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.2432432026
median	0.5
Q3	0.75
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.5067567974

Descriptive statistics

Standard deviation	0.3316551073
Coefficient of variation (CV)	0.6746090435
Kurtosis	-1.095900308
Mean	0.4916256468
Median Absolute Deviation (MAD)	0.25
Skewness	-0.02660254313
Sum	11201.19874
Variance	0.1099951102

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	4159	18.3%
1	3332	14.6%
0.5	1553	6.8%
0.6666666865	990	4.3%
0.3333333135	658	2.9%
0.75	571	2.5%
0.6000000238	425	1.9%
0.8000000119	359	1.6%
0.25	350	1.5%
0.400000006	268	1.2%
0.8333333135	245	1.1%
0.7142856717	235	1.0%
0.200000003	230	1.0%
0.571428597	197	0.9%
0.428571403	186	0.8%
0.625	175	0.8%
0.8571429253	160	0.7%
0.375	144	0.6%
0.2857142985	143	0.6%
0.4444443882	137	0.6%
0.555555582	130	0.6%
0.777777791	119	0.5%
0.1666667014	109	0.5%
0.4545454979	92	0.4%
0.5454545021	90	0.4%
Other values (2396)	7727	33.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4159	18.3%
0.01923079975	1	< 0.1%
0.02325580083	2	< 0.1%
0.02380950004	1	< 0.1%
0.02500000037	1	< 0.1%
0.02702699974	1	< 0.1%
0.02857140079	1	< 0.1%
0.03030299954	1	< 0.1%
0.03149610013	1	< 0.1%
0.03225810081	2	< 0.1%

Value	Count	Frequency (%)
1	3332	14.6%
0.9857550263	1	< 0.1%
0.9811320901	1	< 0.1%
0.9777777791	1	< 0.1%
0.9772726893	1	< 0.1%
0.9750000238	1	< 0.1%
0.9705882072	1	< 0.1%
0.9666666985	1	< 0.1%
0.9655172229	1	< 0.1%
0.9615384936	1	< 0.1%

target
Real number (ℝ_≥0)

Distinct count	2045
Unique (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	50074.43978230337
Minimum	0.0
Maximum	500001.0
Zeros	52
Zeros (%)	0.2%
Memory size	178.1 KiB

Quantile statistics

Minimum	0
5-th percentile	14999
Q1	21000
median	33200
Q3	56100
95-th percentile	150000
Maximum	500001
Range	500001
Interquartile range (IQR)	35100

Descriptive statistics

Standard deviation	52843.47555
Coefficient of variation (CV)	1.055298387
Kurtosis	20.326923
Mean	50074.43978
Median Absolute Deviation (MAD)	15300
Skewness	3.755120054
Sum	1140896036
Variance	2792432908

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
14999	3111	13.7%
21300	98	0.4%
17500	94	0.4%
31300	89	0.4%
16300	89	0.4%
26300	87	0.4%
23800	86	0.4%
18800	80	0.4%
22500	78	0.3%
20000	70	0.3%
36300	69	0.3%
20300	67	0.3%
32500	66	0.3%
15000	65	0.3%
27500	65	0.3%
24100	63	0.3%
27300	63	0.3%
33800	62	0.3%
25600	62	0.3%
28800	61	0.3%
23300	61	0.3%
28300	61	0.3%
38800	61	0.3%
20600	60	0.3%
30300	60	0.3%
Other values (2020)	17956	78.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	52	0.2%
14999	3111	13.7%
15000	65	0.3%
15100	23	0.1%
15200	38	0.2%
15300	31	0.1%
15400	33	0.1%
15500	29	0.1%
15600	50	0.2%
15700	36	0.2%

Value	Count	Frequency (%)
500001	47	0.2%
494200	1	< 0.1%
492600	1	< 0.1%
481100	1	< 0.1%
478600	1	< 0.1%
471200	1	< 0.1%
469300	1	< 0.1%
468400	1	< 0.1%
466900	1	< 0.1%
462500	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	P1	P5p1	P6p2	P11p4	P14p9	P15p1	P15p3	P16p2	P18p2	P27p4	H2p2	H8p2	H10p1	H13p1	H18pA	H40p4	target
0	15512.0	0.460869	0.049252	0.226470	0.149827	0.752837	0.010057	0.579729	0.003251	0.075912	0.625318	0.036613	0.991377	0.260116	0.052246	0.774059	130600.0
1	1550.0	0.470968	0.002581	0.137419	0.096341	0.862581	0.000000	0.695142	0.005025	0.043551	0.064263	0.003350	0.994975	0.285266	0.060606	0.142857	40500.0
2	4741.0	0.485341	0.000211	0.189412	0.135656	0.856992	0.000000	0.683584	0.004143	0.027965	0.065796	0.000000	0.997411	0.315433	0.065116	0.687500	28700.0
3	467.0	0.498929	0.000000	0.100642	0.085470	0.907923	0.000000	0.780488	0.006098	0.018293	0.057471	0.000000	1.000000	0.149425	0.139535	1.000000	28500.0
4	310.0	0.474194	0.680645	0.225807	0.128834	0.896774	0.000000	0.756302	0.008403	0.016807	0.077519	0.672269	0.991597	0.147287	0.000000	0.000000	24100.0
5	461.0	0.475054	0.086768	0.130152	0.095041	0.924078	0.000000	0.792683	0.000000	0.006098	0.088889	0.054878	0.993902	0.272222	0.294118	0.500000	14999.0
6	723.0	0.506224	0.000000	0.121715	0.109244	0.865837	0.000000	0.724138	0.011494	0.072797	0.100000	0.000000	1.000000	0.189655	0.146342	0.000000	33200.0
7	75728.0	0.468334	0.291213	0.169686	0.123913	0.795254	0.009719	0.614848	0.002398	0.062126	0.083928	0.263982	0.987077	0.381526	0.024669	0.248781	66300.0
8	2949.0	0.467955	0.004408	0.180400	0.135755	0.828416	0.012886	0.674938	0.002481	0.047973	0.197211	0.004136	0.995037	0.235060	0.042857	0.571429	138000.0
9	4490.0	0.509800	0.007350	0.051893	0.035438	0.950779	0.003118	0.885986	0.001583	0.037213	0.026965	0.009501	0.777514	0.190293	0.245370	0.000000	140600.0

Last rows

	P1	P5p1	P6p2	P11p4	P14p9	P15p1	P15p3	P16p2	P18p2	P27p4	H2p2	H8p2	H10p1	H13p1	H18pA	H40p4	target
22774	2091.0	0.476805	0.002869	0.193687	0.134369	0.896222	0.003348	0.755975	0.001258	0.018868	0.034022	0.001258	0.997484	0.082625	0.098361	0.571429	61200.0
22775	3009.0	0.460286	0.000332	0.133599	0.118227	0.845464	0.024925	0.704287	0.006999	0.034121	0.045910	0.000000	0.965004	0.263773	0.084592	0.333333	29000.0
22776	5698.0	0.445419	0.000000	0.802562	0.232278	0.823798	0.000000	0.706442	0.000000	0.014417	0.232761	0.000000	0.996626	0.677336	0.000000	0.475248	54500.0
22777	265.0	0.452830	0.000000	0.173585	0.144828	0.879245	0.000000	0.714286	0.000000	0.019048	0.094828	0.000000	1.000000	0.181035	0.235294	0.000000	20000.0
22778	458.0	0.397380	0.467249	0.272926	0.231884	0.766375	0.131004	0.738372	0.000000	0.011628	0.094737	0.424419	1.000000	0.300000	0.090909	0.000000	32500.0
22779	9579.0	0.465915	0.000522	0.181543	0.137607	0.822111	0.037165	0.674945	0.000819	0.033297	0.030431	0.000546	0.996725	0.277057	0.049908	0.214286	38900.0
22780	66467.0	0.471663	0.121384	0.156544	0.114902	0.824364	0.013721	0.663165	0.004475	0.048193	0.068429	0.102415	0.994193	0.344761	0.069091	0.598338	27900.0
22781	977.0	0.482088	0.124872	0.109519	0.084980	0.844422	0.000000	0.688830	0.013298	0.058511	0.045685	0.109043	0.978723	0.187817	0.114504	0.333333	51100.0
22782	306.0	0.509804	0.000000	0.150327	0.113333	0.905229	0.000000	0.778761	0.008850	0.026549	0.088710	0.000000	1.000000	0.282258	0.090909	0.000000	17200.0
22783	6198.0	0.508874	0.013553	0.132946	0.079501	0.864472	0.005324	0.704183	0.000862	0.048728	0.096611	0.015955	0.971108	0.374756	0.030303	0.600000	117700.0

Most frequent

	P1	P5p1	P6p2	P11p4	P14p9	P15p1	P15p3	P16p2	P18p2	P27p4	H2p2	H8p2	H10p1	H13p1	H18pA	H40p4	target	count
0	22.0	0.454545	0.0	0.227273	0.083333	0.681818	0.0	0.5	0.0	0.0	0.975177	0.0	1.0	0.746454	0.0	1.0	65600.0	2

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent