Overview

Dataset statistics

Number of variables25
Number of observations171
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory33.5 KiB
Average record size in memory200.7 B

Variable types

NUM18
BOOL4
CAT3

Reproduction

Analysis started2020-06-03 20:20:50.193107
Analysis finished2020-06-03 20:21:24.007584
Duration33.81 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

tag has constant value "CASES" Constant
sigma has constant value "0.14285714285714285" Constant
rho has constant value "0.12" Constant
gammaI has constant value "0.1" Constant
cD has constant value "1.4" Constant
R0 has constant value "0" Constant
ct has a high cardinality: 169 distinct values High cardinality
rho is highly correlated with sigma and 2 other fieldsHigh correlation
sigma is highly correlated with rho and 2 other fieldsHigh correlation
gammaI is highly correlated with sigma and 2 other fieldsHigh correlation
cD is highly correlated with sigma and 2 other fieldsHigh correlation
dI is highly correlated with dDHigh correlation
dD is highly correlated with dIHigh correlation
A0 is highly correlated with E0 and 2 other fieldsHigh correlation
E0 is highly correlated with A0 and 2 other fieldsHigh correlation
I0 is highly correlated with E0 and 2 other fieldsHigh correlation
D0 is highly correlated with E0 and 2 other fieldsHigh correlation
ct is uniformly distributed Uniform
beta has unique values Unique
theta has unique values Unique
epsilonA has unique values Unique
epsilonI has unique values Unique
gammaD has unique values Unique
dD has unique values Unique
dI has unique values Unique
S0 has unique values Unique

Variables

tag
Categorical

CONSTANT
REJECTED

Distinct count1
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
CASES
171
ValueCountFrequency (%) 
CASES171100.0%
 

Length

Max length5
Median length5
Mean length5
Min length5

ct
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count169
Unique (%)98.8%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
Taiwan
 
2
Spain
 
2
Uganda
 
1
Kuwait
 
1
Serbia
 
1
Other values (164)
164
ValueCountFrequency (%) 
Taiwan21.2%
 
Spain21.2%
 
Uganda10.6%
 
Kuwait10.6%
 
Serbia10.6%
 
Uzbekistan10.6%
 
Gabon10.6%
 
Equatorial_Guinea10.6%
 
Estonia10.6%
 
Tocantins10.6%
 
Other values (159)15993.0%
 

Length

Max length42
Median length7
Mean length8.812865497
Min length4

beta
Real number (ℝ≥0)

UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.300763217279547e-06
Minimum3.051752756055848e-13
Maximum9.999999999881926e-06
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum3.051752756e-13
5-th percentile5.860566869e-07
Q14.9001851e-06
median9.846753974e-06
Q39.999953356e-06
95-th percentile9.999999971e-06
Maximum1e-05
Range9.999999695e-06
Interquartile range (IQR)5.099768256e-06

Descriptive statistics

Standard deviation3.495249207e-06
Coefficient of variation (CV)0.4787512077
Kurtosis-0.7892410938
Mean7.300763217e-06
Median Absolute Deviation (MAD)1.532460249e-07
Skewness0
Sum0.00124843051
Variance1.221676702e-11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.936777395e-0610.6%
 
9.998590285e-0610.6%
 
5.177950209e-0610.6%
 
5.29930602e-0710.6%
 
8.710025726e-0610.6%
 
9.665045675e-0610.6%
 
9.999999992e-0610.6%
 
2.823394303e-0710.6%
 
5.411839127e-0610.6%
 
5.035028266e-0610.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
3.051752756e-1310.6%
 
3.779195928e-1210.6%
 
3.64663033e-1010.6%
 
1.106213462e-0710.6%
 
1.52400947e-0710.6%
 
ValueCountFrequency (%) 
1e-0510.6%
 
1e-0510.6%
 
1e-0510.6%
 
9.999999999e-0610.6%
 
9.999999996e-0610.6%
 

theta
Real number (ℝ≥0)

UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.14708074098159118
Minimum0.10000000000007753
Maximum0.15999999999994574
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum0.1
5-th percentile0.1000054321
Q10.1372360184
median0.1599435226
Q30.1599998601
95-th percentile0.1599999998
Maximum0.16
Range0.06
Interquartile range (IQR)0.02276384175

Descriptive statistics

Standard deviation0.02115674434
Coefficient of variation (CV)0.1438444231
Kurtosis0.3876971991
Mean0.147080741
Median Absolute Deviation (MAD)5.647719062e-05
Skewness-1.396764968
Sum25.15080671
Variance0.0004476078309
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1610.6%
 
0.159998494210.6%
 
0.100189592710.6%
 
0.159999990910.6%
 
0.142301546810.6%
 
0.159904980710.6%
 
0.100028069910.6%
 
0.15999974910.6%
 
0.100016176610.6%
 
0.100000000410.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
0.110.6%
 
0.100000000110.6%
 
0.100000000410.6%
 
0.100000000510.6%
 
0.100000062510.6%
 
ValueCountFrequency (%) 
0.1610.6%
 
0.1610.6%
 
0.1610.6%
 
0.1610.6%
 
0.1610.6%
 

p
Real number (ℝ≥0)

Distinct count170
Unique (%)99.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.06284101559955876
Minimum0.0010000000000000182
Maximum0.32999999999980834
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum0.001
5-th percentile0.001000000002
Q10.001179264831
median0.01547290305
Q30.06095014734
95-th percentile0.3299996591
Maximum0.33
Range0.329
Interquartile range (IQR)0.05977088251

Descriptive statistics

Standard deviation0.1025494973
Coefficient of variation (CV)1.631887968
Kurtosis1.943921429
Mean0.0628410156
Median Absolute Deviation (MAD)0.01447289879
Skewness1.83725691
Sum10.74581367
Variance0.01051639939
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.00121.2%
 
0.3310.6%
 
0.325231342310.6%
 
0.0119117555510.6%
 
0.00343228677210.6%
 
0.00100000000610.6%
 
0.0722941168910.6%
 
0.00100583704110.6%
 
0.188698336710.6%
 
0.015731682910.6%
 
Other values (160)16093.6%
 
ValueCountFrequency (%) 
0.00121.2%
 
0.00110.6%
 
0.00110.6%
 
0.00110.6%
 
0.00110.6%
 
ValueCountFrequency (%) 
0.3310.6%
 
0.329999999910.6%
 
0.329999999210.6%
 
0.329999996510.6%
 
0.329999995710.6%
 

sigma
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct count1
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0.1428571429
171
ValueCountFrequency (%) 
0.1428571429171100.0%
 

rho
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct count1
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0.12
171
ValueCountFrequency (%) 
0.12171100.0%
 

epsilonA
Real number (ℝ≥0)

UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.07892442097029301
Minimum2.588262937308628e-13
Maximum0.1999999999993244
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum2.588262937e-13
5-th percentile5.293251948e-11
Q10.007966800509
median0.05715612492
Q30.1432942069
95-th percentile0.1999999827
Maximum0.2
Range0.2
Interquartile range (IQR)0.1353274064

Descriptive statistics

Standard deviation0.07491191379
Coefficient of variation (CV)0.9491601316
Kurtosis-1.239734295
Mean0.07892442097
Median Absolute Deviation (MAD)0.05427573827
Skewness0.5267870653
Sum13.49607599
Variance0.005611794828
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.124032043510.6%
 
0.0145622193110.6%
 
4.622043433e-0510.6%
 
0.0862087793710.6%
 
0.199999596710.6%
 
0.181439511810.6%
 
0.199999997410.6%
 
0.0249872792710.6%
 
0.0939337274310.6%
 
6.512388528e-0810.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
2.588262937e-1310.6%
 
2.682631894e-1310.6%
 
1.192579369e-1210.6%
 
1.640132474e-1210.6%
 
4.748768045e-1210.6%
 
ValueCountFrequency (%) 
0.210.6%
 
0.210.6%
 
0.199999999910.6%
 
0.199999999810.6%
 
0.199999997810.6%
 

epsilonI
Real number (ℝ≥0)

UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.16919257735974216
Minimum0.10000000000234838
Maximum0.3999999999826193
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum0.1
5-th percentile0.1000000004
Q10.1000007556
median0.1001837334
Q30.1926166042
95-th percentile0.3999968433
Maximum0.4
Range0.3
Interquartile range (IQR)0.09261584863

Descriptive statistics

Standard deviation0.1113721552
Coefficient of variation (CV)0.6582567445
Kurtosis-0.007969365574
Mean0.1691925774
Median Absolute Deviation (MAD)0.0001837332052
Skewness1.310668806
Sum28.93193073
Variance0.01240375695
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.113637613710.6%
 
0.125348722510.6%
 
0.130877512610.6%
 
0.100041797710.6%
 
0.100001721810.6%
 
0.100004985410.6%
 
0.110.6%
 
0.115212129710.6%
 
0.373016662110.6%
 
0.102863839210.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
0.110.6%
 
0.110.6%
 
0.100000000110.6%
 
0.100000000210.6%
 
0.100000000210.6%
 
ValueCountFrequency (%) 
0.410.6%
 
0.399999998810.6%
 
0.399999856710.6%
 
0.399999755810.6%
 
0.399998542310.6%
 

lambda0
Real number (ℝ≥0)

Distinct count55
Unique (%)32.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.011491548740201989
Minimum0.00641025641025641
Maximum0.03571428571428571
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum0.00641025641
5-th percentile0.007604672681
Q10.01041666667
median0.01149425287
Q30.01234567901
95-th percentile0.01399217221
Maximum0.03571428571
Range0.0293040293
Interquartile range (IQR)0.001929012346

Descriptive statistics

Standard deviation0.003020483884
Coefficient of variation (CV)0.2628439345
Kurtosis30.38863716
Mean0.01149154874
Median Absolute Deviation (MAD)0.001005747126
Skewness4.134589381
Sum1.965054835
Variance9.123322895e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.01219512195148.2%
 
0.0116279069895.3%
 
0.0120481927795.3%
 
0.0123456790195.3%
 
0.0113636363684.7%
 
0.0112359550684.7%
 
0.0111111111174.1%
 
0.0133333333374.1%
 
0.0131578947463.5%
 
0.0102040816363.5%
 
Other values (45)8851.5%
 
ValueCountFrequency (%) 
0.0064102564110.6%
 
0.00645161290310.6%
 
0.00709219858210.6%
 
0.00735294117621.2%
 
0.00740740740710.6%
 
ValueCountFrequency (%) 
0.0357142857110.6%
 
0.0294117647110.6%
 
0.0178571428610.6%
 
0.0169491525410.6%
 
0.01562510.6%
 

gammaA
Real number (ℝ≥0)

Distinct count170
Unique (%)99.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.10994882741880532
Minimum0.10000000000003627
Maximum0.14999999999998426
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum0.1
5-th percentile0.1
Q10.1000000869
median0.1000062912
Q30.1084038786
95-th percentile0.1499998687
Maximum0.15
Range0.05
Interquartile range (IQR)0.008403791776

Descriptive statistics

Standard deviation0.01800035115
Coefficient of variation (CV)0.1637157173
Kurtosis0.6602140831
Mean0.1099488274
Median Absolute Deviation (MAD)6.291159919e-06
Skewness1.542612263
Sum18.80124949
Variance0.0003240126414
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.12521.2%
 
0.100004551110.6%
 
0.100000176610.6%
 
0.100406418910.6%
 
0.100001909610.6%
 
0.110.6%
 
0.104307639310.6%
 
0.110.6%
 
0.100000002910.6%
 
0.100002861410.6%
 
Other values (160)16093.6%
 
ValueCountFrequency (%) 
0.110.6%
 
0.110.6%
 
0.110.6%
 
0.110.6%
 
0.110.6%
 
ValueCountFrequency (%) 
0.1510.6%
 
0.1510.6%
 
0.149999999910.6%
 
0.149999994310.6%
 
0.149999993510.6%
 

gammaI
Boolean

CONSTANT
HIGH CORRELATION
REJECTED

Distinct count1
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0.1
171
ValueCountFrequency (%) 
0.1171100.0%
 

gammaD
Real number (ℝ≥0)

UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.11780064724572509
Minimum0.10000000493912847
Maximum0.14999999993248636
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum0.1000000049
5-th percentile0.1000002699
Q10.100055344
median0.1012762177
Q30.1487652355
95-th percentile0.1499996847
Maximum0.1499999999
Range0.04999999499
Interquartile range (IQR)0.04870989152

Descriptive statistics

Standard deviation0.02220905576
Coefficient of variation (CV)0.1885308467
Kurtosis-1.528329174
Mean0.1178006472
Median Absolute Deviation (MAD)0.001276151574
Skewness0.6213480831
Sum20.14391068
Variance0.000493242158
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.100841633410.6%
 
0.149660578410.6%
 
0.100005866910.6%
 
0.101015878610.6%
 
0.10377264910.6%
 
0.100058764710.6%
 
0.101388625910.6%
 
0.110645670410.6%
 
0.102006983710.6%
 
0.100009077810.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
0.100000004910.6%
 
0.100000019410.6%
 
0.100000026210.6%
 
0.100000034910.6%
 
0.100000043210.6%
 
ValueCountFrequency (%) 
0.149999999910.6%
 
0.149999999510.6%
 
0.149999998410.6%
 
0.149999979910.6%
 
0.149999958710.6%
 

cD
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct count1
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
1.4
171
ValueCountFrequency (%) 
1.4171100.0%
 

Length

Max length3
Median length3
Mean length3
Min length3

dD
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.004628845244779814
Minimum0.0
Maximum0.035462104561168974
Zeros1
Zeros (%)0.6%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0.0005641776216
Q10.001639090706
median0.003273476944
Q30.005956286792
95-th percentile0.01331064131
Maximum0.03546210456
Range0.03546210456
Interquartile range (IQR)0.004317196086

Descriptive statistics

Standard deviation0.004837406963
Coefficient of variation (CV)1.045056965
Kurtosis13.01390498
Mean0.004628845245
Median Absolute Deviation (MAD)0.001882441778
Skewness2.985019724
Sum0.7915325369
Variance2.340050613e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.000648212646510.6%
 
0.00639442918110.6%
 
0.00432835411510.6%
 
0.000571334904810.6%
 
0.000928993521510.6%
 
0.00193919872510.6%
 
0.00281273705510.6%
 
0.00796499937710.6%
 
0.00541176497310.6%
 
0.00575349550310.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
010.6%
 
7.146650937e-0510.6%
 
9.183937392e-0510.6%
 
0.000154572544610.6%
 
0.000370553181510.6%
 
ValueCountFrequency (%) 
0.0354621045610.6%
 
0.0290313108310.6%
 
0.0197572654410.6%
 
0.0173987895110.6%
 
0.0171927698610.6%
 

dI
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.006480383342691741
Minimum0.0
Maximum0.04964694638563656
Zeros1
Zeros (%)0.6%
Memory size1.3 KiB

Quantile statistics

Minimum0
5-th percentile0.0007898486702
Q10.002294726988
median0.004582867722
Q30.008338801508
95-th percentile0.01863489783
Maximum0.04964694639
Range0.04964694639
Interquartile range (IQR)0.006044074521

Descriptive statistics

Standard deviation0.006772369749
Coefficient of variation (CV)1.045056965
Kurtosis13.01390498
Mean0.006480383343
Median Absolute Deviation (MAD)0.002635418489
Skewness2.985019724
Sum1.108145552
Variance4.586499201e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.00112028671610.6%
 
0.00166810414310.6%
 
0.0243583053210.6%
 
0.00454003212310.6%
 
0.0013005909310.6%
 
0.00557438848910.6%
 
0.00246192787510.6%
 
0.00498872939910.6%
 
0.00902295385610.6%
 
0.0155972356810.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
010.6%
 
0.000100053113110.6%
 
0.000128575123510.6%
 
0.000216401562510.6%
 
0.000518774454110.6%
 
ValueCountFrequency (%) 
0.0496469463910.6%
 
0.0406438351710.6%
 
0.0276601716210.6%
 
0.0243583053210.6%
 
0.024069877810.6%
 

delta
Real number (ℝ≥0)

Distinct count166
Unique (%)97.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.015262226722491355
Minimum5.551115123125783e-17
Maximum0.7195680334953216
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum5.551115123e-17
5-th percentile9.714451465e-15
Q10.0001553135473
median0.001052877121
Q30.004428548266
95-th percentile0.06264904438
Maximum0.7195680335
Range0.7195680335
Interquartile range (IQR)0.004273234719

Descriptive statistics

Standard deviation0.06140905194
Coefficient of variation (CV)4.02359715
Kurtosis103.9639093
Mean0.01526222672
Median Absolute Deviation (MAD)0.0009905780613
Skewness9.443491428
Sum2.60984077
Variance0.00377107166
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5.551115123e-1763.5%
 
0.00185438378810.6%
 
0.00184170055310.6%
 
0.00523438216410.6%
 
0.000247873860210.6%
 
0.000152225574610.6%
 
0.00194659506610.6%
 
0.00156464662410.6%
 
5.756506383e-1410.6%
 
0.000181312971910.6%
 
Other values (156)15691.2%
 
ValueCountFrequency (%) 
5.551115123e-1763.5%
 
2.775557562e-1610.6%
 
4.773959006e-1510.6%
 
8.659739592e-1510.6%
 
1.076916334e-1410.6%
 
ValueCountFrequency (%) 
0.719568033510.6%
 
0.251150396210.6%
 
0.160184276810.6%
 
0.0978391344710.6%
 
0.0918891024510.6%
 

S0
Real number (ℝ≥0)

UNIQUE

Distinct count171
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean919199.4586660283
Minimum821.2752212261444
Maximum25934669.20358867
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum821.2752212
5-th percentile3699.496497
Q1117483.6346
median214963.0059
Q3473283.664
95-th percentile2383798.698
Maximum25934669.2
Range25933847.93
Interquartile range (IQR)355800.0294

Descriptive statistics

Standard deviation3229212.488
Coefficient of variation (CV)3.513070485
Kurtosis45.21060973
Mean919199.4587
Median Absolute Deviation (MAD)154999.4173
Skewness6.577927969
Sum157183107.4
Variance1.042781329e+13
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
302425.473210.6%
 
173892.411510.6%
 
25838.9570210.6%
 
341776.301110.6%
 
5924.24247410.6%
 
4850.66901410.6%
 
149407.177510.6%
 
225226.082110.6%
 
193441.816310.6%
 
27103.2507410.6%
 
Other values (161)16194.2%
 
ValueCountFrequency (%) 
821.275221210.6%
 
1013.1333110.6%
 
1151.57447710.6%
 
1216.24147710.6%
 
1433.37877910.6%
 
ValueCountFrequency (%) 
25934669.210.6%
 
24564664.710.6%
 
20690209.0810.6%
 
8276240.82610.6%
 
6400949.40210.6%
 

R0
Boolean

CONSTANT
REJECTED

Distinct count1
Unique (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.3 KiB
0
171
ValueCountFrequency (%) 
0171100.0%
 

Q0
Real number (ℝ≥0)

Distinct count168
Unique (%)98.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26959.08421052631
Minimum265.8
Maximum1099092.6
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum265.8
5-th percentile369.3
Q1998.4
median3951
Q315780.6
95-th percentile116995.5
Maximum1099092.6
Range1098826.8
Interquartile range (IQR)14782.2

Descriptive statistics

Standard deviation95935.87951
Coefficient of variation (CV)3.558573383
Kurtosis93.54079391
Mean26959.08421
Median Absolute Deviation (MAD)3343.2
Skewness8.832536089
Sum4610003.4
Variance9203692978
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
143959.221.2%
 
333229.821.2%
 
265.821.2%
 
21304.810.6%
 
21501.610.6%
 
810.610.6%
 
653.410.6%
 
2407.810.6%
 
27988.210.6%
 
31843.810.6%
 
Other values (158)15892.4%
 
ValueCountFrequency (%) 
265.821.2%
 
26710.6%
 
279.610.6%
 
290.410.6%
 
293.410.6%
 
ValueCountFrequency (%) 
1099092.610.6%
 
333229.821.2%
 
254244.610.6%
 
16679110.6%
 
143959.221.2%
 

E0
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count11
Unique (%)6.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.684210526315789
Minimum3.0
Maximum192.0
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum3
5-th percentile3
Q13
median3
Q36
95-th percentile18
Maximum192
Range189
Interquartile range (IQR)3

Descriptive statistics

Standard deviation16.25042033
Coefficient of variation (CV)2.431165247
Kurtosis102.9188396
Mean6.684210526
Median Absolute Deviation (MAD)0
Skewness9.514530354
Sum1143
Variance264.076161
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
311667.8%
 
63017.5%
 
9137.6%
 
1842.3%
 
3021.2%
 
4510.6%
 
1210.6%
 
19210.6%
 
2110.6%
 
8110.6%
 
ValueCountFrequency (%) 
311667.8%
 
63017.5%
 
9137.6%
 
1210.6%
 
1510.6%
 
ValueCountFrequency (%) 
19210.6%
 
8110.6%
 
4510.6%
 
3021.2%
 
2110.6%
 

A0
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count12
Unique (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.6736842105263157
Minimum1.2
Maximum76.8
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum1.2
5-th percentile1.2
Q11.2
median1.2
Q32.4
95-th percentile7.2
Maximum76.8
Range75.6
Interquartile range (IQR)1.2

Descriptive statistics

Standard deviation6.500168133
Coefficient of variation (CV)2.431165247
Kurtosis102.9188396
Mean2.673684211
Median Absolute Deviation (MAD)0
Skewness9.514530354
Sum457.2
Variance42.25218576
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.211667.8%
 
2.43017.5%
 
3.6137.6%
 
7.231.8%
 
1221.2%
 
4.810.6%
 
76.810.6%
 
8.410.6%
 
32.410.6%
 
7.210.6%
 
Other values (2)21.2%
 
ValueCountFrequency (%) 
1.211667.8%
 
2.43017.5%
 
3.6137.6%
 
4.810.6%
 
610.6%
 
ValueCountFrequency (%) 
76.810.6%
 
32.410.6%
 
1810.6%
 
1221.2%
 
8.410.6%
 

I0
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count11
Unique (%)6.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.010526315789474
Minimum1.8
Maximum115.2
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum1.8
5-th percentile1.8
Q11.8
median1.8
Q33.6
95-th percentile10.8
Maximum115.2
Range113.4
Interquartile range (IQR)1.8

Descriptive statistics

Standard deviation9.7502522
Coefficient of variation (CV)2.431165247
Kurtosis102.9188396
Mean4.010526316
Median Absolute Deviation (MAD)0
Skewness9.514530354
Sum685.8
Variance95.06741796
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.811667.8%
 
3.63017.5%
 
5.4137.6%
 
10.842.3%
 
1821.2%
 
7.210.6%
 
115.210.6%
 
48.610.6%
 
12.610.6%
 
2710.6%
 
ValueCountFrequency (%) 
1.811667.8%
 
3.63017.5%
 
5.4137.6%
 
7.210.6%
 
910.6%
 
ValueCountFrequency (%) 
115.210.6%
 
48.610.6%
 
2710.6%
 
1821.2%
 
12.610.6%
 

D0
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count11
Unique (%)6.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2280701754385963
Minimum1
Maximum64
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q32
95-th percentile6
Maximum64
Range63
Interquartile range (IQR)1

Descriptive statistics

Standard deviation5.416806778
Coefficient of variation (CV)2.431165247
Kurtosis102.9188396
Mean2.228070175
Median Absolute Deviation (MAD)0
Skewness9.514530354
Sum381
Variance29.34179567
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
111667.8%
 
23017.5%
 
3137.6%
 
642.3%
 
1021.2%
 
6410.6%
 
2710.6%
 
1510.6%
 
710.6%
 
510.6%
 
ValueCountFrequency (%) 
111667.8%
 
23017.5%
 
3137.6%
 
410.6%
 
510.6%
 
ValueCountFrequency (%) 
6410.6%
 
2710.6%
 
1510.6%
 
1021.2%
 
710.6%
 

day
Real number (ℝ≥0)

Distinct count55
Unique (%)32.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean91.32748538011695
Minimum28
Maximum156
Zeros0
Zeros (%)0.0%
Memory size1.3 KiB

Quantile statistics

Minimum28
5-th percentile71.5
Q181
median87
Q396
95-th percentile131.5
Maximum156
Range128
Interquartile range (IQR)15

Descriptive statistics

Standard deviation19.62226539
Coefficient of variation (CV)0.2148560787
Kurtosis1.769708955
Mean91.32748538
Median Absolute Deviation (MAD)7
Skewness0.8817712523
Sum15617
Variance385.0332989
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
82148.2%
 
8695.3%
 
8195.3%
 
8395.3%
 
8884.7%
 
8984.7%
 
9074.1%
 
7574.1%
 
8763.5%
 
9863.5%
 
Other values (45)8851.5%
 
ValueCountFrequency (%) 
2810.6%
 
3410.6%
 
5610.6%
 
5910.6%
 
6410.6%
 
ValueCountFrequency (%) 
15610.6%
 
15510.6%
 
14110.6%
 
13621.2%
 
13510.6%
 

Interactions